Load Libraries

library(kableExtra)
library(tidyverse)
## -- Attaching packages --------------------------------------- tidyverse 1.3.0 --
## v ggplot2 3.3.0     v purrr   0.3.3
## v tibble  3.0.0     v dplyr   0.8.4
## v tidyr   1.0.2     v stringr 1.4.0
## v readr   1.3.1     v forcats 0.5.0
## -- Conflicts ------------------------------------------ tidyverse_conflicts() --
## x dplyr::filter()     masks stats::filter()
## x dplyr::group_rows() masks kableExtra::group_rows()
## x dplyr::lag()        masks stats::lag()
library(RCurl)
## 
## Attaching package: 'RCurl'
## The following object is masked from 'package:tidyr':
## 
##     complete
library(dplyr)

Problem 1

  1. Using R, generate a random variable X that has 10,000 random uniform numbers from 1 to N, where N can be any number of your choosing greater than or equal to 6. Then generate a random variable Y that has 10,000 random normal numbers with a mean of μ=σ=N+12.
set.seed(54321)
N <- 10
n <- 10000
mu <- sigma <- (N + 1)/2
df <- data.frame(X = runif(n, min = 1, max = N), Y = rnorm(n, mean = mu, sd = sigma))
summary(df$X)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.001   3.238   5.538   5.510   7.734   9.997
summary(df$Y)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## -14.240   1.776   5.483   5.501   9.299  26.680

Random Uniform Numbers - runif Random Normal Numbers - rnorm

  1. Calculate as a minimum the below probabilities a through c. Assume the small letter “x” is estimated as the median of the X variable, and the small letter “y” is estimated as the 1st quartile of the Y variable. Interpret the meaning of all probabilities.
x = quantile(df$X, 0.5)
x
##      50% 
## 5.538371
y = quantile(df$Y, 0.25)
y
##     25% 
## 1.77572
  1. P(X>x | X>y)

P(A|B) means the probability of A occurring, given that B has occurred. In this case, the probablity of A (5.54) being greater than B (1.78) is 0.55.

proba_a = df %>% filter(X > x, X > y) %>% nrow()/n

prob_a = df %>% filter(X > y) %>% nrow()/n

Qa = proba_a/prob_a
Qa
## [1] 0.5476451
  1. P(X>x, Y>y)

In this case, the probablity of A (5.54) being greater than B (1.78) is 0.37.

Qb = df %>% filter(X > x, Y > y) %>% nrow()/n

Qb
## [1] 0.3741
  1. P(Xy)

P(A|B) means the probability of A occurring, given that B has occurred. In this case, the probablity of A (0.41) being less than B (.91) is 0.45.

proba_c = df %>% filter(X < x, X > y) %>% nrow()/n

prob_c = df %>% filter(X > y) %>% nrow()/n

Qc = proba_c/prob_c
Qc
## [1] 0.4523549
  1. Investigate whether P(X>x and Y>y)=P(X>x)P(Y>y) by building a table and evaluating the marginal and joint probabilities.
# Probability - Joint
inv = df %>% mutate(A = ifelse(X > x, " X > x", " X < x"), B = ifelse(Y > y, 
    " Y > y", " Y < y")) %>% group_by(A, B) %>% summarise(count = n()) %>% mutate(probability = count/n)

# Probability - Marginal
inv = inv %>% ungroup() %>% group_by(A) %>% summarize(count = sum(count), probability = sum(probability)) %>% 
    mutate(B = "Total") %>% bind_rows(inv)

inv = inv %>% ungroup() %>% group_by(B) %>% summarize(count = sum(count), probability = sum(probability)) %>% 
    mutate(A = "Total") %>% bind_rows(inv)

# Table
inv %>% select(-count) %>% spread(A, probability) %>% rename(` ` = B) %>% kable() %>% 
    kable_styling()
X < x X > x Total
Y < y 0.1241 0.1259 0.25
Y > y 0.3759 0.3741 0.75
Total 0.5000 0.5000 1.00
  1. Check to see if independence holds by using Fisher’s Exact Test and the Chi Square Test. What is the difference between the two? Which is most appropriate?

Fisher is a statistical significance test used in the analysis of contingency tables, used in practice when sample sizes are small. Within the odds ratio, the confidence interval contains one therefore we fail to reject the null hypothesis of independence.

Chi Square is a statistical significance test where the sampling distribution of the test statistic is a chi-squared distribution when the null hypothesis is true.This approach is appropriate because the sampling method was simple random sampling.We reject the null hypothesis when the P-value is less than the significance level.

Fisher’s Exact Test is used when there is a small sample set and the Chi Square Test is used when sample set is large. I would say that the Chi Square test is most appropriate, in this case.

# Fisher Test

count_data = inv %>% filter(A != "Total", B != "Total") %>% select(-probability) %>% 
    spread(A, count) %>% as.data.frame()

row.names(count_data) = count_data$B

count_data = count_data %>% select(-B) %>% as.matrix()


fisher.test(count_data)
## 
##  Fisher's Exact Test for Count Data
## 
## data:  count_data
## p-value = 0.6946
## alternative hypothesis: true odds ratio is not equal to 1
## 95 percent confidence interval:
##  0.8951364 1.0750643
## sample estimates:
## odds ratio 
##  0.9809808
# Chi Test

chisq.test(count_data)
## 
##  Pearson's Chi-squared test with Yates' continuity correction
## 
## data:  count_data
## X-squared = 0.15413, df = 1, p-value = 0.6946

Problem 2

  1. You are to register for Kaggle.com (free) and compete in the House Prices: Advanced Regression Techniques competition. https://www.kaggle.com/c/house-prices-advanced-regression-techniques .

My kaggle username is Vthomps000

From the data provided in train.csv, I created a Linear Regression for the following variables: Sale Price (Dependent), Overall Quality, Ground Living Square Feet, Garage Car Capacity , and Garage Area (Independent). I used the intercepts from the Linear Regression summary to create the Multiple Linear Regression model. Then, I plotted each variable against Sale Price. I loaded the test data set and created a column using the Multiple Linear Regression equation. I combined ID and Sale Price to prepare the data for submission by selecting the required columns for contest entry.

# Data Load
kaggle = read.csv(text = getURL("https://raw.githubusercontent.com/Vthomps000/DATA-605/master/train.csv"), 
    header = TRUE) %>% # Outlier Removal
filter(GrLivArea < 4000)


data = function(df) {
    df %>% # Replace N/A's
    mutate(BedroomAbvGr = replace_na(BedroomAbvGr, 0), BsmtFullBath = replace_na(BsmtFullBath, 
        0), BsmtHalfBath = replace_na(BsmtHalfBath, 0), BsmtUnfSF = replace_na(BsmtUnfSF, 
        0), EnclosedPorch = replace_na(EnclosedPorch, 0), Fireplaces = replace_na(Fireplaces, 
        0), GarageArea = replace_na(GarageArea, 0), GarageCars = replace_na(GarageCars, 
        0), HalfBath = replace_na(HalfBath, 0), KitchenAbvGr = replace_na(KitchenAbvGr, 
        0), LotFrontage = replace_na(LotFrontage, 0), OpenPorchSF = replace_na(OpenPorchSF, 
        0), PoolArea = replace_na(PoolArea, 0), ScreenPorch = replace_na(ScreenPorch, 
        0), TotRmsAbvGrd = replace_na(TotRmsAbvGrd, 0), WoodDeckSF = replace_na(WoodDeckSF, 
        0))
}

kaggle = data(kaggle)
print(kaggle)
##        Id MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape
## 1       1         60       RL          65    8450   Pave  <NA>      Reg
## 2       2         20       RL          80    9600   Pave  <NA>      Reg
## 3       3         60       RL          68   11250   Pave  <NA>      IR1
## 4       4         70       RL          60    9550   Pave  <NA>      IR1
## 5       5         60       RL          84   14260   Pave  <NA>      IR1
## 6       6         50       RL          85   14115   Pave  <NA>      IR1
## 7       7         20       RL          75   10084   Pave  <NA>      Reg
## 8       8         60       RL           0   10382   Pave  <NA>      IR1
## 9       9         50       RM          51    6120   Pave  <NA>      Reg
## 10     10        190       RL          50    7420   Pave  <NA>      Reg
## 11     11         20       RL          70   11200   Pave  <NA>      Reg
## 12     12         60       RL          85   11924   Pave  <NA>      IR1
## 13     13         20       RL           0   12968   Pave  <NA>      IR2
## 14     14         20       RL          91   10652   Pave  <NA>      IR1
## 15     15         20       RL           0   10920   Pave  <NA>      IR1
## 16     16         45       RM          51    6120   Pave  <NA>      Reg
## 17     17         20       RL           0   11241   Pave  <NA>      IR1
## 18     18         90       RL          72   10791   Pave  <NA>      Reg
## 19     19         20       RL          66   13695   Pave  <NA>      Reg
## 20     20         20       RL          70    7560   Pave  <NA>      Reg
## 21     21         60       RL         101   14215   Pave  <NA>      IR1
## 22     22         45       RM          57    7449   Pave  Grvl      Reg
## 23     23         20       RL          75    9742   Pave  <NA>      Reg
## 24     24        120       RM          44    4224   Pave  <NA>      Reg
## 25     25         20       RL           0    8246   Pave  <NA>      IR1
## 26     26         20       RL         110   14230   Pave  <NA>      Reg
## 27     27         20       RL          60    7200   Pave  <NA>      Reg
## 28     28         20       RL          98   11478   Pave  <NA>      Reg
## 29     29         20       RL          47   16321   Pave  <NA>      IR1
## 30     30         30       RM          60    6324   Pave  <NA>      IR1
## 31     31         70  C (all)          50    8500   Pave  Pave      Reg
## 32     32         20       RL           0    8544   Pave  <NA>      IR1
## 33     33         20       RL          85   11049   Pave  <NA>      Reg
## 34     34         20       RL          70   10552   Pave  <NA>      IR1
## 35     35        120       RL          60    7313   Pave  <NA>      Reg
## 36     36         60       RL         108   13418   Pave  <NA>      Reg
## 37     37         20       RL         112   10859   Pave  <NA>      Reg
## 38     38         20       RL          74    8532   Pave  <NA>      Reg
## 39     39         20       RL          68    7922   Pave  <NA>      Reg
## 40     40         90       RL          65    6040   Pave  <NA>      Reg
## 41     41         20       RL          84    8658   Pave  <NA>      Reg
## 42     42         20       RL         115   16905   Pave  <NA>      Reg
## 43     43         85       RL           0    9180   Pave  <NA>      IR1
## 44     44         20       RL           0    9200   Pave  <NA>      IR1
## 45     45         20       RL          70    7945   Pave  <NA>      Reg
## 46     46        120       RL          61    7658   Pave  <NA>      Reg
## 47     47         50       RL          48   12822   Pave  <NA>      IR1
## 48     48         20       FV          84   11096   Pave  <NA>      Reg
## 49     49        190       RM          33    4456   Pave  <NA>      Reg
## 50     50         20       RL          66    7742   Pave  <NA>      Reg
## 51     51         60       RL           0   13869   Pave  <NA>      IR2
## 52     52         50       RM          52    6240   Pave  <NA>      Reg
## 53     53         90       RM         110    8472   Grvl  <NA>      IR2
## 54     54         20       RL          68   50271   Pave  <NA>      IR1
## 55     55         80       RL          60    7134   Pave  <NA>      Reg
## 56     56         20       RL         100   10175   Pave  <NA>      IR1
## 57     57        160       FV          24    2645   Pave  Pave      Reg
## 58     58         60       RL          89   11645   Pave  <NA>      IR1
## 59     59         60       RL          66   13682   Pave  <NA>      IR2
## 60     60         20       RL          60    7200   Pave  <NA>      Reg
## 61     61         20       RL          63   13072   Pave  <NA>      Reg
## 62     62         75       RM          60    7200   Pave  <NA>      Reg
## 63     63        120       RL          44    6442   Pave  <NA>      IR1
## 64     64         70       RM          50   10300   Pave  <NA>      IR1
## 65     65         60       RL           0    9375   Pave  <NA>      Reg
## 66     66         60       RL          76    9591   Pave  <NA>      Reg
## 67     67         20       RL           0   19900   Pave  <NA>      Reg
## 68     68         20       RL          72   10665   Pave  <NA>      IR1
## 69     69         30       RM          47    4608   Pave  <NA>      Reg
## 70     70         50       RL          81   15593   Pave  <NA>      Reg
## 71     71         20       RL          95   13651   Pave  <NA>      IR1
## 72     72         20       RL          69    7599   Pave  <NA>      Reg
## 73     73         60       RL          74   10141   Pave  <NA>      IR1
## 74     74         20       RL          85   10200   Pave  <NA>      Reg
## 75     75         50       RM          60    5790   Pave  <NA>      Reg
## 76     76        180       RM          21    1596   Pave  <NA>      Reg
## 77     77         20       RL           0    8475   Pave  <NA>      IR1
## 78     78         50       RM          50    8635   Pave  <NA>      Reg
## 79     79         90       RL          72   10778   Pave  <NA>      Reg
## 80     80         50       RM          60   10440   Pave  Grvl      Reg
## 81     81         60       RL         100   13000   Pave  <NA>      Reg
## 82     82        120       RM          32    4500   Pave  <NA>      Reg
## 83     83         20       RL          78   10206   Pave  <NA>      Reg
## 84     84         20       RL          80    8892   Pave  <NA>      IR1
## 85     85         80       RL           0    8530   Pave  <NA>      IR1
## 86     86         60       RL         121   16059   Pave  <NA>      Reg
## 87     87         60       RL         122   11911   Pave  <NA>      IR2
## 88     88        160       FV          40    3951   Pave  Pave      Reg
## 89     89         50  C (all)         105    8470   Pave  <NA>      IR1
## 90     90         20       RL          60    8070   Pave  <NA>      Reg
## 91     91         20       RL          60    7200   Pave  <NA>      Reg
## 92     92         20       RL          85    8500   Pave  <NA>      Reg
## 93     93         30       RL          80   13360   Pave  Grvl      IR1
## 94     94        190  C (all)          60    7200   Pave  <NA>      Reg
## 95     95         60       RL          69    9337   Pave  <NA>      IR1
## 96     96         60       RL           0    9765   Pave  <NA>      IR2
## 97     97         20       RL          78   10264   Pave  <NA>      IR1
## 98     98         20       RL          73   10921   Pave  <NA>      Reg
## 99     99         30       RL          85   10625   Pave  <NA>      Reg
## 100   100         20       RL          77    9320   Pave  <NA>      IR1
## 101   101         20       RL           0   10603   Pave  <NA>      IR1
## 102   102         60       RL          77    9206   Pave  <NA>      Reg
## 103   103         90       RL          64    7018   Pave  <NA>      Reg
## 104   104         20       RL          94   10402   Pave  <NA>      IR1
## 105   105         50       RM           0    7758   Pave  <NA>      Reg
## 106   106         60       FV          75    9375   Pave  <NA>      Reg
## 107   107         30       RM          60   10800   Pave  Grvl      Reg
## 108   108         20       RM          50    6000   Pave  <NA>      Reg
## 109   109         50       RM          85    8500   Pave  <NA>      Reg
## 110   110         20       RL         105   11751   Pave  <NA>      IR1
## 111   111         50       RL          75    9525   Pave  <NA>      Reg
## 112   112         80       RL           0    7750   Pave  <NA>      IR1
## 113   113         60       RL          77    9965   Pave  <NA>      Reg
## 114   114         20       RL           0   21000   Pave  <NA>      Reg
## 115   115         70       RL          61    7259   Pave  <NA>      IR1
## 116   116        160       FV          34    3230   Pave  Pave      Reg
## 117   117         20       RL           0   11616   Pave  <NA>      Reg
## 118   118         20       RL          74    8536   Pave  <NA>      Reg
## 119   119         60       RL          90   12376   Pave  <NA>      Reg
## 120   120         60       RL          65    8461   Pave  <NA>      Reg
## 121   121         80       RL           0   21453   Pave  <NA>      IR1
## 122   122         50       RM          50    6060   Pave  <NA>      Reg
## 123   123         20       RL          75    9464   Pave  <NA>      Reg
## 124   124        120       RL          55    7892   Pave  <NA>      Reg
## 125   125         20       RL          48   17043   Pave  <NA>      IR1
## 126   126        190       RM          60    6780   Pave  <NA>      Reg
## 127   127        120       RL           0    4928   Pave  <NA>      IR1
## 128   128         45       RM          55    4388   Pave  <NA>      IR1
## 129   129         60       RL          69    7590   Pave  <NA>      Reg
## 130   130         20       RL          69    8973   Pave  <NA>      Reg
## 131   131         60       RL          88   14200   Pave  <NA>      Reg
## 132   132         60       RL           0   12224   Pave  <NA>      IR1
## 133   133         20       RL          75    7388   Pave  <NA>      Reg
## 134   134         20       RL           0    6853   Pave  <NA>      IR1
## 135   135         20       RL          78   10335   Pave  <NA>      IR1
## 136   136         20       RL          80   10400   Pave  <NA>      Reg
## 137   137         20       RL           0   10355   Pave  <NA>      IR1
## 138   138         90       RL          82   11070   Pave  <NA>      Reg
## 139   139         60       RL          73    9066   Pave  <NA>      IR1
## 140   140         60       RL          65   15426   Pave  <NA>      IR1
## 141   141         20       RL          70   10500   Pave  <NA>      Reg
## 142   142         20       RL          78   11645   Pave  <NA>      Reg
## 143   143         50       RL          71    8520   Pave  <NA>      Reg
## 144   144         20       RL          78   10335   Pave  <NA>      IR1
## 145   145         90       RM          70    9100   Pave  <NA>      Reg
## 146   146        160       RM          24    2522   Pave  <NA>      Reg
## 147   147         30       RM          51    6120   Pave  <NA>      Reg
## 148   148         60       RL           0    9505   Pave  <NA>      IR1
## 149   149         20       RL          63    7500   Pave  <NA>      Reg
## 150   150         50       RM           0    6240   Pave  <NA>      Reg
## 151   151         20       RL         120   10356   Pave  <NA>      Reg
## 152   152         20       RL         107   13891   Pave  <NA>      Reg
## 153   153         60       RL           0   14803   Pave  <NA>      IR1
## 154   154         20       RL           0   13500   Pave  <NA>      Reg
## 155   155         30       RM          84   11340   Pave  <NA>      Reg
## 156   156         50       RL          60    9600   Pave  <NA>      Reg
## 157   157         20       RL          60    7200   Pave  <NA>      Reg
## 158   158         60       RL          92   12003   Pave  <NA>      Reg
## 159   159         60       FV         100   12552   Pave  <NA>      Reg
## 160   160         60       RL         134   19378   Pave  <NA>      IR1
## 161   161         20       RL           0   11120   Pave  <NA>      IR1
## 162   162         60       RL         110   13688   Pave  <NA>      IR1
## 163   163         20       RL          95   12182   Pave  <NA>      Reg
## 164   164         45       RL          55    5500   Pave  <NA>      Reg
## 165   165         40       RM          40    5400   Pave  Pave      Reg
## 166   166        190       RL          62   10106   Pave  <NA>      Reg
## 167   167         20       RL           0   10708   Pave  <NA>      IR1
## 168   168         60       RL          86   10562   Pave  <NA>      Reg
## 169   169         60       RL          62    8244   Pave  <NA>      IR1
## 170   170         20       RL           0   16669   Pave  <NA>      IR1
## 171   171         50       RM           0   12358   Pave  <NA>      IR1
## 172   172         20       RL         141   31770   Pave  <NA>      IR1
## 173   173        160       RL          44    5306   Pave  <NA>      IR1
## 174   174         20       RL          80   10197   Pave  <NA>      IR1
## 175   175         20       RL          47   12416   Pave  <NA>      IR1
## 176   176         20       RL          84   12615   Pave  <NA>      Reg
## 177   177         60       RL          97   10029   Pave  <NA>      IR1
## 178   178         50       RL           0   13650   Pave  <NA>      Reg
## 179   179         20       RL          63   17423   Pave  <NA>      IR1
## 180   180         30       RM          60    8520   Pave  <NA>      Reg
## 181   181        160       FV           0    2117   Pave  <NA>      Reg
## 182   182         70       RL          54    7588   Pave  <NA>      Reg
## 183   183         20       RL          60    9060   Pave  <NA>      Reg
## 184   184         50       RM          63   11426   Pave  <NA>      Reg
## 185   185         50       RL          92    7438   Pave  <NA>      IR1
## 186   186         75       RM          90   22950   Pave  <NA>      IR2
## 187   187         80       RL           0    9947   Pave  <NA>      IR1
## 188   188         50       RL          60   10410   Pave  <NA>      Reg
## 189   189         90       RL          64    7018   Pave  <NA>      Reg
## 190   190        120       RL          41    4923   Pave  <NA>      Reg
## 191   191         70       RL          70   10570   Pave  <NA>      Reg
## 192   192         60       RL           0    7472   Pave  <NA>      IR1
## 193   193         20       RL          68    9017   Pave  <NA>      IR1
## 194   194        160       RM          24    2522   Pave  <NA>      Reg
## 195   195         20       RL          60    7180   Pave  <NA>      IR1
## 196   196        160       RL          24    2280   Pave  <NA>      Reg
## 197   197         20       RL          79    9416   Pave  <NA>      Reg
## 198   198         75       RL         174   25419   Pave  <NA>      Reg
## 199   199         75       RM          92    5520   Pave  <NA>      Reg
## 200   200         20       RL          76    9591   Pave  <NA>      Reg
## 201   201         20       RM          80    8546   Pave  <NA>      Reg
## 202   202         20       RL          75   10125   Pave  <NA>      Reg
## 203   203         50       RL          50    7000   Pave  <NA>      Reg
## 204   204        120       RM           0    4438   Pave  <NA>      Reg
## 205   205         50       RM          50    3500   Pave  Grvl      Reg
## 206   206         20       RL          99   11851   Pave  <NA>      Reg
## 207   207         20       RL          40   13673   Pave  <NA>      IR1
## 208   208         20       RL           0   12493   Pave  <NA>      IR1
## 209   209         60       RL           0   14364   Pave  <NA>      IR1
## 210   210         20       RL          75    8250   Pave  <NA>      Reg
## 211   211         30       RL          67    5604   Pave  <NA>      Reg
## 212   212         20       RL          83   10420   Pave  <NA>      Reg
## 213   213         60       FV          72    8640   Pave  <NA>      Reg
## 214   214         20       RL          43   13568   Pave  <NA>      IR2
## 215   215         60       RL           0   10900   Pave  <NA>      IR1
## 216   216         20       RL          72   10011   Pave  <NA>      IR1
## 217   217         20       RL          65    8450   Pave  <NA>      Reg
## 218   218         70       RM          57    9906   Pave  Grvl      Reg
## 219   219         50       RL           0   15660   Pave  <NA>      IR1
## 220   220        120       RL          43    3010   Pave  <NA>      Reg
## 221   221         20       RL          73    8990   Pave  <NA>      IR1
## 222   222         60       RL           0    8068   Pave  <NA>      IR1
## 223   223         60       RL          85   11475   Pave  <NA>      Reg
## 224   224         20       RL          70   10500   Pave  <NA>      Reg
## 225   225         20       RL         103   13472   Pave  <NA>      Reg
## 226   226        160       RM          21    1680   Pave  <NA>      Reg
## 227   227         60       RL          82    9950   Pave  <NA>      IR1
## 228   228        160       RM          21    1869   Pave  <NA>      Reg
## 229   229         20       RL          70    8521   Pave  <NA>      Reg
## 230   230        120       RL          43    3182   Pave  <NA>      Reg
## 231   231         20       RL          73    8760   Pave  <NA>      Reg
## 232   232         60       RL         174   15138   Pave  <NA>      IR1
## 233   233        160       RM          21    1680   Pave  <NA>      Reg
## 234   234         20       RL          75   10650   Pave  <NA>      Reg
## 235   235         60       RL           0    7851   Pave  <NA>      Reg
## 236   236        160       RM          21    1680   Pave  <NA>      Reg
## 237   237         20       RL          65    8773   Pave  <NA>      Reg
## 238   238         60       RL           0    9453   Pave  <NA>      IR1
## 239   239         20       RL          93   12030   Pave  <NA>      Reg
## 240   240         50       RL          52    8741   Pave  <NA>      Reg
## 241   241         20       FV          75    9000   Pave  <NA>      Reg
## 242   242         30       RM          40    3880   Pave  <NA>      Reg
## 243   243         50       RM          63    5000   Pave  <NA>      Reg
## 244   244        160       RL          75   10762   Pave  <NA>      Reg
## 245   245         60       RL           0    8880   Pave  <NA>      IR1
## 246   246         20       RL          80   10400   Pave  <NA>      Reg
## 247   247        190       RM          69    9142   Pave  Grvl      Reg
## 248   248         20       RL          75   11310   Pave  <NA>      Reg
## 249   249         60       RL          72   11317   Pave  <NA>      Reg
## 250   250         50       RL           0  159000   Pave  <NA>      IR2
## 251   251         30       RL          55    5350   Pave  <NA>      IR1
## 252   252        120       RM          44    4750   Pave  <NA>      IR1
## 253   253         60       RL          65    8366   Pave  <NA>      IR1
## 254   254         80       RL          85    9350   Pave  <NA>      Reg
## 255   255         20       RL          70    8400   Pave  <NA>      Reg
## 256   256         60       RL          66    8738   Pave  <NA>      IR1
## 257   257         60       FV          64    8791   Pave  <NA>      IR1
## 258   258         20       RL          68    8814   Pave  <NA>      Reg
## 259   259         60       RL          80   12435   Pave  <NA>      Reg
## 260   260         20       RM          70   12702   Pave  <NA>      Reg
## 261   261         80       RL         120   19296   Pave  <NA>      Reg
## 262   262         60       RL          69    9588   Pave  <NA>      IR1
## 263   263         80       RL          88    8471   Pave  <NA>      IR1
## 264   264         50       RM          50    5500   Pave  <NA>      Reg
## 265   265         30       RM          30    5232   Pave  Grvl      IR3
## 266   266         20       RL          78   12090   Pave  <NA>      IR1
## 267   267         60       RL          70   11207   Pave  <NA>      IR1
## 268   268         75       RL          60    8400   Pave  <NA>      Reg
## 269   269         30       RM          71    6900   Pave  <NA>      Reg
## 270   270         20       RL           0    7917   Pave  <NA>      IR1
## 271   271         60       FV          84   10728   Pave  <NA>      Reg
## 272   272         20       RL          73   39104   Pave  <NA>      IR1
## 273   273         60       RL          92   11764   Pave  <NA>      IR1
## 274   274         20       RL          80    9600   Pave  <NA>      Reg
## 275   275         20       RL          76    8314   Pave  <NA>      Reg
## 276   276         50       RL          55    7264   Pave  <NA>      Reg
## 277   277         20       RL         129    9196   Pave  <NA>      IR1
## 278   278         20       RL         140   19138   Pave  <NA>      Reg
## 279   279         20       RL         107   14450   Pave  <NA>      Reg
## 280   280         60       RL          83   10005   Pave  <NA>      Reg
## 281   281         60       RL          82   11287   Pave  <NA>      Reg
## 282   282         20       FV          60    7200   Pave  Pave      Reg
## 283   283        120       RL          34    5063   Pave  <NA>      Reg
## 284   284         20       RL          74    9612   Pave  <NA>      Reg
## 285   285        120       RL          50    8012   Pave  <NA>      Reg
## 286   286        160       FV          35    4251   Pave  Pave      IR1
## 287   287         50       RL          77    9786   Pave  <NA>      IR1
## 288   288         20       RL           0    8125   Pave  <NA>      IR1
## 289   289         20       RL           0    9819   Pave  <NA>      IR1
## 290   290         70       RL          60    8730   Pave  <NA>      Reg
## 291   291         60       RL         120   15611   Pave  <NA>      Reg
## 292   292        190       RL          55    5687   Pave  Grvl      Reg
## 293   293         50       RL          60   11409   Pave  <NA>      Reg
## 294   294         60       RL           0   16659   Pave  <NA>      IR1
## 295   295         20       RL          80    9600   Pave  <NA>      Reg
## 296   296         80       RL          37    7937   Pave  <NA>      IR1
## 297   297         50       RM          75   13710   Pave  <NA>      Reg
## 298   298         60       FV          66    7399   Pave  Pave      IR1
## 299   299         60       RL          90   11700   Pave  <NA>      Reg
## 300   300         20       RL          80   14000   Pave  <NA>      Reg
## 301   301        190       RL          90   15750   Pave  <NA>      Reg
## 302   302         60       RL          66   16226   Pave  <NA>      IR3
## 303   303         20       RL         118   13704   Pave  <NA>      IR1
## 304   304         20       RL          70    9800   Pave  <NA>      Reg
## 305   305         75       RM          87   18386   Pave  <NA>      Reg
## 306   306         20       RL          80   10386   Pave  <NA>      Reg
## 307   307         60       RL         116   13474   Pave  <NA>      Reg
## 308   308         50       RM           0    7920   Pave  Grvl      IR1
## 309   309         30       RL           0   12342   Pave  <NA>      IR1
## 310   310         20       RL          90   12378   Pave  <NA>      IR1
## 311   311         60       RL           0    7685   Pave  <NA>      IR1
## 312   312         20       RL          50    8000   Pave  <NA>      Reg
## 313   313        190       RM          65    7800   Pave  <NA>      Reg
## 314   314         20       RL         150  215245   Pave  <NA>      IR3
## 315   315         70       RM          60    9600   Pave  Grvl      Reg
## 316   316         60       RL          71    7795   Pave  <NA>      IR1
## 317   317         60       RL          94   13005   Pave  <NA>      IR1
## 318   318         60       FV          75    9000   Pave  <NA>      Reg
## 319   319         60       RL          90    9900   Pave  <NA>      Reg
## 320   320         80       RL           0   14115   Pave  <NA>      Reg
## 321   321         60       RL         111   16259   Pave  <NA>      Reg
## 322   322         60       RL          99   12099   Pave  <NA>      IR1
## 323   323         60       RL          86   10380   Pave  <NA>      IR1
## 324   324         20       RM          49    5820   Pave  <NA>      Reg
## 325   325         80       RL          96   11275   Pave  <NA>      Reg
## 326   326         45       RM          50    5000   Pave  <NA>      Reg
## 327   327        120       RL          32   10846   Pave  <NA>      IR1
## 328   328         20       RL          80   11600   Pave  <NA>      Reg
## 329   329         75       RL           0   11888   Pave  Pave      IR1
## 330   330         70       RM          60    6402   Pave  <NA>      Reg
## 331   331         90       RL           0   10624   Pave  <NA>      IR1
## 332   332         20       RL          70    8176   Pave  <NA>      Reg
## 333   333         20       RL          85   10655   Pave  <NA>      IR1
## 334   334        120       RM          59    8198   Pave  <NA>      Reg
## 335   335         60       RL          59    9042   Pave  <NA>      IR1
## 336   336        190       RL           0  164660   Grvl  <NA>      IR1
## 337   337         20       RL          86   14157   Pave  <NA>      IR1
## 338   338         20       RL          70    9135   Pave  <NA>      Reg
## 339   339         20       RL          91   14145   Pave  <NA>      Reg
## 340   340         20       RL          66   12400   Pave  <NA>      IR1
## 341   341         60       RL          85   14191   Pave  <NA>      Reg
## 342   342         20       RH          60    8400   Pave  <NA>      Reg
## 343   343         90       RL           0    8544   Pave  <NA>      Reg
## 344   344        120       RL          63    8849   Pave  <NA>      IR1
## 345   345        160       RM          36    2592   Pave  <NA>      Reg
## 346   346         50       RL          65    6435   Pave  <NA>      Reg
## 347   347         20       RL           0   12772   Pave  <NA>      IR1
## 348   348         20       RL           0   17600   Pave  <NA>      IR1
## 349   349        160       RL          36    2448   Pave  <NA>      Reg
## 350   350         60       RL          56   20431   Pave  <NA>      IR2
## 351   351        120       RL          68    7820   Pave  <NA>      IR1
## 352   352        120       RL           0    5271   Pave  <NA>      IR1
## 353   353         50       RL          60    9084   Pave  <NA>      Reg
## 354   354         30       RM          60    8520   Pave  <NA>      Reg
## 355   355         50       RL          60    8400   Pave  <NA>      Reg
## 356   356         20       RL         105   11249   Pave  <NA>      IR2
## 357   357         20       RL           0    9248   Pave  <NA>      IR1
## 358   358        120       RM          44    4224   Pave  <NA>      Reg
## 359   359         80       RL          92    6930   Pave  <NA>      IR1
## 360   360         60       RL          78   12011   Pave  <NA>      IR1
## 361   361         85       RL           0    7540   Pave  <NA>      IR1
## 362   362         50       RL           0    9144   Pave  Pave      Reg
## 363   363         85       RL          64    7301   Pave  <NA>      Reg
## 364   364        160       RM          21    1680   Pave  <NA>      Reg
## 365   365         60       RL           0   18800   Pave  <NA>      IR1
## 366   366         70       RM          59   10690   Pave  <NA>      Reg
## 367   367         20       RL           0    9500   Pave  <NA>      IR1
## 368   368         80       RL         101    9150   Pave  <NA>      IR1
## 369   369         20       RL          78    7800   Pave  <NA>      Reg
## 370   370         20       RL           0    9830   Pave  <NA>      IR1
## 371   371         60       RL           0    8121   Pave  <NA>      IR1
## 372   372         50       RL          80   17120   Pave  <NA>      Reg
## 373   373        120       RL          50    7175   Pave  <NA>      Reg
## 374   374         20       RL          79   10634   Pave  <NA>      Reg
## 375   375         60       RL          65    8200   Pave  <NA>      Reg
## 376   376         30       RL           0   10020   Pave  <NA>      IR1
## 377   377         85       RL          57    8846   Pave  <NA>      IR1
## 378   378         60       FV         102   11143   Pave  <NA>      IR1
## 379   379         20       RL          88   11394   Pave  <NA>      Reg
## 380   380         60       RL          60    8123   Pave  <NA>      IR1
## 381   381         50       RL          50    5000   Pave  Pave      Reg
## 382   382         20       FV          60    7200   Pave  Pave      Reg
## 383   383         60       RL          79    9245   Pave  <NA>      IR1
## 384   384         45       RH          60    9000   Pave  <NA>      Reg
## 385   385         60       RL           0   53107   Pave  <NA>      IR2
## 386   386        120       RL          43    3182   Pave  <NA>      Reg
## 387   387         50       RL          58    8410   Pave  <NA>      Reg
## 388   388         80       RL          72    7200   Pave  <NA>      Reg
## 389   389         20       RL          93    9382   Pave  <NA>      IR1
## 390   390         60       RL          96   12474   Pave  <NA>      Reg
## 391   391         50       RL          50    8405   Pave  Grvl      Reg
## 392   392         60       RL          71   12209   Pave  <NA>      IR1
## 393   393         20       RL           0    8339   Pave  <NA>      IR1
## 394   394         30       RL           0    7446   Pave  <NA>      Reg
## 395   395         50       RL          60   10134   Pave  <NA>      Reg
## 396   396         20       RL          68    9571   Pave  <NA>      Reg
## 397   397         20       RL          60    7200   Pave  <NA>      Reg
## 398   398         60       RL          69    7590   Pave  <NA>      Reg
## 399   399         30       RM          60    8967   Pave  <NA>      Reg
## 400   400         60       FV          65    8125   Pave  <NA>      Reg
## 401   401        120       RL          38   14963   Pave  <NA>      IR2
## 402   402         20       RL          65    8767   Pave  <NA>      IR1
## 403   403         30       RL          60   10200   Pave  <NA>      Reg
## 404   404         60       RL          93   12090   Pave  <NA>      Reg
## 405   405         60       RL           0   10364   Pave  <NA>      IR1
## 406   406         20       RL           0    9991   Pave  <NA>      IR1
## 407   407         50       RL          51   10480   Pave  <NA>      Reg
## 408   408         70       RL          63   15576   Pave  <NA>      Reg
## 409   409         60       RL         109   14154   Pave  <NA>      Reg
## 410   410         60       FV          85   10800   Pave  <NA>      Reg
## 411   411         20       RL          68    9571   Pave  <NA>      Reg
## 412   412        190       RL         100   34650   Pave  <NA>      Reg
## 413   413         20       FV           0    4403   Pave  <NA>      IR2
## 414   414         30       RM          56    8960   Pave  Grvl      Reg
## 415   415         60       RL          59   11228   Pave  <NA>      IR2
## 416   416         20       RL          73    8899   Pave  <NA>      IR1
## 417   417         60       RL          74    7844   Pave  <NA>      Reg
## 418   418         70       RL          86   22420   Pave  <NA>      IR1
## 419   419         50       RL          60    8160   Pave  <NA>      Reg
## 420   420         20       RL          65    8450   Pave  <NA>      Reg
## 421   421         90       RM          78    7060   Pave  <NA>      Reg
## 422   422         20       RL           0   16635   Pave  <NA>      IR1
## 423   423         20       RL         100   21750   Pave  <NA>      Reg
## 424   424         60       RL          80    9200   Pave  <NA>      Reg
## 425   425         20       RL          72    9000   Pave  <NA>      Reg
## 426   426         60       RM          60    3378   Pave  Grvl      Reg
## 427   427         80       RL           0   12800   Pave  <NA>      Reg
## 428   428         20       RL          77    8593   Pave  <NA>      IR1
## 429   429         20       RL          64    6762   Pave  <NA>      Reg
## 430   430         20       RL         130   11457   Pave  <NA>      IR1
## 431   431        160       RM          21    1680   Pave  <NA>      Reg
## 432   432         50       RM          60    5586   Pave  <NA>      IR1
## 433   433        160       RM          24    1920   Pave  <NA>      Reg
## 434   434         60       RL         100   10839   Pave  <NA>      IR1
## 435   435        180       RM          21    1890   Pave  <NA>      Reg
## 436   436         60       RL          43   10667   Pave  <NA>      IR2
## 437   437         50       RM          40    4400   Pave  <NA>      Reg
## 438   438         45       RM          50    6000   Pave  <NA>      Reg
## 439   439         30       RL          40    4280   Pave  <NA>      Reg
## 440   440         50       RL          67   12354   Pave  Grvl      Reg
## 441   441         20       RL         105   15431   Pave  <NA>      Reg
## 442   442         90       RL          92   12108   Pave  <NA>      Reg
## 443   443         50       RM          52    6240   Pave  <NA>      Reg
## 444   444        120       RL          53    3922   Pave  <NA>      Reg
## 445   445         60       RL          70    8750   Pave  <NA>      Reg
## 446   446         20       RL          73    9855   Pave  <NA>      Reg
## 447   447         20       RL         137   16492   Pave  <NA>      IR1
## 448   448         60       RL           0   11214   Pave  <NA>      IR1
## 449   449         50       RM          50    8600   Pave  <NA>      Reg
## 450   450         50       RM          50    6000   Pave  <NA>      Reg
## 451   451         30       RM          70    5684   Pave  <NA>      Reg
## 452   452         20       RL          62   70761   Pave  <NA>      IR1
## 453   453         60       RL           0    9303   Pave  <NA>      IR1
## 454   454         60       FV          75    9000   Pave  <NA>      Reg
## 455   455         90       RL          63    9297   Pave  <NA>      Reg
## 456   456         20       RL          80    9600   Pave  <NA>      Reg
## 457   457         70       RM          34    4571   Pave  Grvl      Reg
## 458   458         20       RL           0   53227   Pave  <NA>      IR1
## 459   459         70       RM           0    5100   Pave  Grvl      Reg
## 460   460         50       RL           0    7015   Pave  <NA>      IR1
## 461   461         60       FV          75    8004   Pave  <NA>      IR1
## 462   462         70       RL          60    7200   Pave  <NA>      Reg
## 463   463         20       RL          60    8281   Pave  <NA>      IR1
## 464   464         70       RL          74   11988   Pave  <NA>      IR1
## 465   465         20       RL          60    8430   Pave  <NA>      Reg
## 466   466        120       RM           0    3072   Pave  <NA>      Reg
## 467   467         20       RL          85   10628   Pave  <NA>      Reg
## 468   468         70       RL          79    9480   Pave  <NA>      Reg
## 469   469         20       RL          98   11428   Pave  <NA>      IR1
## 470   470         60       RL          76    9291   Pave  <NA>      IR1
## 471   471        120       RL           0    6820   Pave  <NA>      IR1
## 472   472         60       RL          92   11952   Pave  <NA>      Reg
## 473   473        180       RM          35    3675   Pave  <NA>      Reg
## 474   474         20       RL         110   14977   Pave  <NA>      IR1
## 475   475        120       RL          41    5330   Pave  <NA>      Reg
## 476   476         20       RL          80    8480   Pave  <NA>      Reg
## 477   477         20       RL          75   13125   Pave  <NA>      Reg
## 478   478         60       RL         105   13693   Pave  <NA>      Reg
## 479   479         20       RL          79   10637   Pave  <NA>      Reg
## 480   480         30       RM          50    5925   Pave  <NA>      Reg
## 481   481         20       RL          98   16033   Pave  <NA>      IR1
## 482   482         20       RL          72   11846   Pave  <NA>      IR1
## 483   483         70       RM          50    2500   Pave  Pave      Reg
## 484   484        120       RM          32    4500   Pave  <NA>      Reg
## 485   485         20       RL           0    7758   Pave  <NA>      IR1
## 486   486         20       RL          80    9600   Pave  <NA>      Reg
## 487   487         20       RL          79   10289   Pave  <NA>      Reg
## 488   488         20       RL          70   12243   Pave  <NA>      IR1
## 489   489        190       RL          60   10800   Pave  <NA>      Reg
## 490   490        180       RM          21    1526   Pave  <NA>      Reg
## 491   491        160       RM           0    2665   Pave  <NA>      Reg
## 492   492         50       RL          79    9490   Pave  <NA>      Reg
## 493   493         60       RL         105   15578   Pave  <NA>      IR1
## 494   494         20       RL          70    7931   Pave  <NA>      Reg
## 495   495         30       RM          50    5784   Pave  <NA>      Reg
## 496   496         30  C (all)          60    7879   Pave  <NA>      Reg
## 497   497         20       RL           0   12692   Pave  <NA>      IR1
## 498   498         50       RL          60    9120   Pave  Pave      Reg
## 499   499         20       RL          65    7800   Pave  <NA>      Reg
## 500   500         20       RL          70    7535   Pave  <NA>      IR1
## 501   501        160       RM          21    1890   Pave  <NA>      Reg
## 502   502         60       FV          75    9803   Pave  <NA>      Reg
## 503   503         20       RL          70    9170   Pave  <NA>      Reg
## 504   504         20       RL         100   15602   Pave  <NA>      IR1
## 505   505        160       RL          24    2308   Pave  <NA>      Reg
## 506   506         90       RM          60    7596   Pave  Grvl      Reg
## 507   507         60       RL          80    9554   Pave  <NA>      IR1
## 508   508         20       FV          75    7862   Pave  <NA>      IR1
## 509   509         70       RM          60    9600   Pave  <NA>      Reg
## 510   510         20       RL          80    9600   Pave  <NA>      Reg
## 511   511         20       RL          75   14559   Pave  <NA>      Reg
## 512   512        120       RL          40    6792   Pave  <NA>      IR1
## 513   513         20       RL          70    9100   Pave  <NA>      Reg
## 514   514         20       RL          71    9187   Pave  <NA>      Reg
## 515   515         45       RL          55   10594   Pave  <NA>      Reg
## 516   516         20       RL          94   12220   Pave  <NA>      Reg
## 517   517         80       RL           0   10448   Pave  <NA>      IR1
## 518   518         60       RL          79   10208   Pave  <NA>      IR1
## 519   519         60       RL           0    9531   Pave  <NA>      IR1
## 520   520         70       RL          53   10918   Pave  <NA>      Reg
## 521   521        190       RL          60   10800   Pave  Grvl      Reg
## 522   522         20       RL          90   11988   Pave  <NA>      IR1
## 523   523         50       RM          50    5000   Pave  <NA>      Reg
## 524   525         60       RL          95   11787   Pave  <NA>      IR1
## 525   526         20       FV          62    7500   Pave  Pave      Reg
## 526   527         20       RL          70   13300   Pave  <NA>      Reg
## 527   528         60       RL          67   14948   Pave  <NA>      IR1
## 528   529         30       RL          58    9098   Pave  <NA>      IR1
## 529   530         20       RL           0   32668   Pave  <NA>      IR1
## 530   531         80       RL          85   10200   Pave  <NA>      Reg
## 531   532         70       RM          60    6155   Pave  <NA>      IR1
## 532   533         20       RL          60    7200   Pave  <NA>      Reg
## 533   534         20       RL          50    5000   Pave  <NA>      Reg
## 534   535         60       RL          74    9056   Pave  <NA>      IR1
## 535   536        190       RL          70    7000   Pave  <NA>      Reg
## 536   537         60       RL          57    8924   Pave  <NA>      IR1
## 537   538         20       RL           0   12735   Pave  <NA>      IR1
## 538   539         20       RL           0   11553   Pave  <NA>      IR1
## 539   540         20       RL           0   11423   Pave  <NA>      Reg
## 540   541         20       RL          85   14601   Pave  <NA>      Reg
## 541   542         60       RL           0   11000   Pave  <NA>      Reg
## 542   543         20       RL          78   10140   Pave  <NA>      Reg
## 543   544        120       RH          34    4058   Pave  <NA>      Reg
## 544   545         60       RL          58   17104   Pave  <NA>      IR1
## 545   546         50       RL           0   13837   Pave  <NA>      IR1
## 546   547         50       RL          70    8737   Pave  <NA>      IR1
## 547   548         85       RL          54    7244   Pave  <NA>      Reg
## 548   549         20       RM          49    8235   Pave  <NA>      IR1
## 549   550         60       FV          75    9375   Pave  <NA>      Reg
## 550   551        120       RL          53    4043   Pave  <NA>      Reg
## 551   552         20       RM          50    6000   Pave  <NA>      Reg
## 552   553         20       RL          87   11146   Pave  <NA>      IR1
## 553   554         20       RL          67    8777   Pave  <NA>      Reg
## 554   555         60       RL          85   10625   Pave  <NA>      Reg
## 555   556         45       RM          58    6380   Pave  <NA>      Reg
## 556   557         20       RL          69   14850   Pave  <NA>      IR1
## 557   558         50  C (all)          60   11040   Pave  <NA>      Reg
## 558   559         60       RL          57   21872   Pave  <NA>      IR2
## 559   560        120       RL           0    3196   Pave  <NA>      Reg
## 560   561         20       RL           0   11341   Pave  <NA>      IR1
## 561   562         20       RL          77   10010   Pave  <NA>      Reg
## 562   563         30       RL          63   13907   Pave  <NA>      Reg
## 563   564         50       RL          66   21780   Pave  <NA>      Reg
## 564   565         60       RL           0   13346   Pave  <NA>      IR1
## 565   566         70       RL          66    6858   Pave  <NA>      Reg
## 566   567         60       RL          77   11198   Pave  <NA>      IR1
## 567   568         20       RL          70   10171   Pave  <NA>      IR1
## 568   569         50       RL          79   12327   Pave  <NA>      IR1
## 569   570         90       RL           0    7032   Pave  <NA>      IR1
## 570   571         90       RL          74   13101   Pave  <NA>      IR1
## 571   572         20       RL          60    7332   Pave  <NA>      Reg
## 572   573         60       RL          83   13159   Pave  <NA>      IR1
## 573   574         80       RL          76    9967   Pave  <NA>      IR1
## 574   575         80       RL          70   10500   Pave  <NA>      Reg
## 575   576         50       RL          80    8480   Pave  <NA>      Reg
## 576   577         50       RL          52    6292   Pave  <NA>      Reg
## 577   578         80       RL          96   11777   Pave  <NA>      IR1
## 578   579        160       FV          34    3604   Pave  Pave      Reg
## 579   580         50       RM          81   12150   Pave  Grvl      Reg
## 580   581         20       RL           0   14585   Pave  <NA>      IR1
## 581   582         20       RL          98   12704   Pave  <NA>      Reg
## 582   583         90       RL          81   11841   Grvl  <NA>      Reg
## 583   584         75       RM          75   13500   Pave  <NA>      Reg
## 584   585         50       RM          51    6120   Pave  <NA>      Reg
## 585   586         20       RL          88   11443   Pave  <NA>      Reg
## 586   587         30       RL          55   10267   Pave  <NA>      Reg
## 587   588         85       RL          74    8740   Pave  <NA>      IR1
## 588   589         20       RL          65   25095   Pave  <NA>      IR1
## 589   590         40       RM          50    9100   Pave  <NA>      Reg
## 590   591         60       RL          64    8320   Pave  <NA>      Reg
## 591   592         60       RL          97   13478   Pave  <NA>      IR1
## 592   593         20       RL          60    6600   Pave  <NA>      Reg
## 593   594        120       RM           0    4435   Pave  <NA>      Reg
## 594   595         20       RL          88    7990   Pave  <NA>      IR1
## 595   596         20       RL          69   11302   Pave  <NA>      IR1
## 596   597         70       RM          60    3600   Pave  Grvl      Reg
## 597   598        120       RL          53    3922   Pave  <NA>      Reg
## 598   599         20       RL          80   12984   Pave  <NA>      Reg
## 599   600        160       RM          24    1950   Pave  <NA>      Reg
## 600   601         60       RL          74   10927   Pave  <NA>      Reg
## 601   602         50       RM          50    9000   Pave  <NA>      Reg
## 602   603         60       RL          80   10041   Pave  <NA>      IR1
## 603   604        160       FV          30    3182   Pave  Pave      Reg
## 604   605         20       RL          88   12803   Pave  <NA>      IR1
## 605   606         60       RL          85   13600   Pave  <NA>      Reg
## 606   607         20       RL          82   12464   Pave  <NA>      IR2
## 607   608         20       RL          78    7800   Pave  <NA>      Reg
## 608   609         70       RL          78   12168   Pave  <NA>      Reg
## 609   610         20       RL          61    7943   Pave  <NA>      Reg
## 610   611         60       RL           0   11050   Pave  <NA>      Reg
## 611   612         80       RL           0   10395   Pave  <NA>      IR1
## 612   613         60       RL           0   11885   Pave  <NA>      Reg
## 613   614         20       RL          70    8402   Pave  <NA>      Reg
## 614   615        180       RM          21    1491   Pave  <NA>      Reg
## 615   616         85       RL          80    8800   Pave  <NA>      Reg
## 616   617         60       RL           0    7861   Pave  <NA>      IR1
## 617   618         45       RL          59    7227   Pave  <NA>      Reg
## 618   619         20       RL          90   11694   Pave  <NA>      Reg
## 619   620         60       RL          85   12244   Pave  <NA>      Reg
## 620   621         30       RL          45    8248   Pave  Grvl      Reg
## 621   622         60       RL          90   10800   Pave  <NA>      Reg
## 622   623         20       RL          71    7064   Pave  <NA>      Reg
## 623   624        160       FV           0    2117   Pave  <NA>      Reg
## 624   625         60       RL          80   10400   Pave  <NA>      Reg
## 625   626         20       RL          87   10000   Pave  <NA>      IR1
## 626   627         20       RL           0   12342   Pave  <NA>      IR1
## 627   628         80       RL          80    9600   Pave  <NA>      Reg
## 628   629         60       RL          70   11606   Pave  <NA>      IR1
## 629   630         80       RL          82    9020   Pave  <NA>      Reg
## 630   631         70       RM          50    9000   Pave  Grvl      Reg
## 631   632        120       RL          34    4590   Pave  <NA>      Reg
## 632   633         20       RL          85   11900   Pave  <NA>      Reg
## 633   634         20       RL          80    9250   Pave  <NA>      Reg
## 634   635         90       RL          64    6979   Pave  <NA>      Reg
## 635   636        190       RH          60   10896   Pave  Pave      Reg
## 636   637         30       RM          51    6120   Pave  <NA>      Reg
## 637   638        190       RM          50    6000   Pave  <NA>      Reg
## 638   639         30       RL          67    8777   Pave  <NA>      Reg
## 639   640        120       RL          53    3982   Pave  <NA>      Reg
## 640   641        120       RL          62   12677   Pave  <NA>      IR1
## 641   642         60       FV           0    7050   Pave  <NA>      Reg
## 642   643         80       RL          75   13860   Pave  <NA>      Reg
## 643   644         60       RL          80   10793   Pave  <NA>      Reg
## 644   645         20       FV          85    9187   Pave  <NA>      Reg
## 645   646         20       RL           0   10530   Pave  <NA>      IR1
## 646   647         20       RL          60    7200   Pave  <NA>      Reg
## 647   648         20       RL          85   10452   Pave  <NA>      IR1
## 648   649         60       RL          70    7700   Pave  <NA>      Reg
## 649   650        180       RM          21    1936   Pave  <NA>      Reg
## 650   651         60       FV          65    8125   Pave  <NA>      Reg
## 651   652         70       RL          60    9084   Pave  <NA>      Reg
## 652   653         60       RL          70    8750   Pave  <NA>      Reg
## 653   654         50       RM          60   10320   Pave  Grvl      Reg
## 654   655         20       RL          91   10437   Pave  <NA>      IR1
## 655   656        160       RM          21    1680   Pave  <NA>      Reg
## 656   657         20       RL          72   10007   Pave  <NA>      IR1
## 657   658         70       RL          60    7200   Pave  <NA>      Reg
## 658   659         50       RL          78   17503   Pave  <NA>      Reg
## 659   660         20       RL          75    9937   Pave  <NA>      Reg
## 660   661         60       RL           0   12384   Pave  <NA>      Reg
## 661   662         60       RL          52   46589   Pave  <NA>      IR2
## 662   663         20       RL         120   13560   Pave  <NA>      Reg
## 663   664         85       RL          90   10012   Pave  <NA>      Reg
## 664   665         20       RL          49   20896   Pave  <NA>      IR2
## 665   666         60       RL         106   11194   Pave  <NA>      IR1
## 666   667         60       RL           0   18450   Pave  <NA>      IR1
## 667   668         20       RL          65    8125   Pave  <NA>      Reg
## 668   669         20       RL           0   14175   Pave  <NA>      Reg
## 669   670         30       RL          80   11600   Pave  <NA>      Reg
## 670   671         60       RL          64    8633   Pave  <NA>      Reg
## 671   672         70       RH          54    6629   Pave  <NA>      Reg
## 672   673         20       RL           0   11250   Pave  <NA>      IR1
## 673   674         20       RL         110   14442   Pave  <NA>      Reg
## 674   675         20       RL          80    9200   Pave  <NA>      Reg
## 675   676        160       RL          24    2289   Pave  <NA>      Reg
## 676   677         70       RM          60    9600   Pave  Grvl      Reg
## 677   678         30       RL          52    9022   Pave  <NA>      Reg
## 678   679         20       RL          80   11844   Pave  <NA>      IR1
## 679   680         20       RL           0    9945   Pave  <NA>      IR1
## 680   681        120       RL          50    8012   Pave  <NA>      Reg
## 681   682         50       RH          55    4500   Pave  Pave      IR2
## 682   683        120       RL           0    2887   Pave  <NA>      Reg
## 683   684         20       RL          90   11248   Pave  <NA>      IR1
## 684   685         60       RL          58   16770   Pave  <NA>      IR2
## 685   686        160       RL           0    5062   Pave  <NA>      IR1
## 686   687         60       FV          84   10207   Pave  <NA>      Reg
## 687   688        160       FV           0    5105   Pave  <NA>      IR2
## 688   689         20       RL          60    8089   Pave  <NA>      Reg
## 689   690        120       RL          61    7577   Pave  <NA>      IR1
## 690   691        120       RM           0    4426   Pave  <NA>      Reg
## 691   693         60       RL          42   26178   Pave  <NA>      IR1
## 692   694         30       RL          60    5400   Pave  <NA>      Reg
## 693   695         50       RM          51    6120   Pave  <NA>      Reg
## 694   696         20       RL          54   13811   Pave  <NA>      IR1
## 695   697         30       RM          50    6000   Pave  <NA>      Reg
## 696   698         20       RL          57    6420   Pave  <NA>      IR1
## 697   699         20       RL          65    8450   Pave  <NA>      Reg
## 698   700        120       FV          59    4282   Pave  Pave      IR2
## 699   701         20       RL          85   14331   Pave  <NA>      Reg
## 700   702         20       RL          80    9600   Pave  <NA>      Reg
## 701   703         60       RL          82   12438   Pave  <NA>      IR1
## 702   704        190       RM          76    7630   Pave  <NA>      Reg
## 703   705         20       RL          70    8400   Pave  <NA>      Reg
## 704   706        190       RM          70    5600   Pave  <NA>      Reg
## 705   707         20       RL           0  115149   Pave  <NA>      IR2
## 706   708        120       RL          48    6240   Pave  <NA>      Reg
## 707   709         60       RL          65    9018   Pave  <NA>      IR1
## 708   710         20       RL           0    7162   Pave  <NA>      IR1
## 709   711         30       RL          56    4130   Pave  <NA>      IR1
## 710   712         50  C (all)          66    8712   Pave  Pave      Reg
## 711   713        120       RL          40    4671   Pave  <NA>      IR1
## 712   714        190       RL          60    9873   Pave  <NA>      Reg
## 713   715         60       RL           0   13517   Pave  <NA>      IR1
## 714   716         20       RL          78   10140   Pave  <NA>      Reg
## 715   717         70       RM          60   10800   Pave  Grvl      Reg
## 716   718         20       RL          80   10000   Pave  <NA>      Reg
## 717   719         60       RL          96   10542   Pave  <NA>      Reg
## 718   720         20       RL          69    9920   Pave  <NA>      IR1
## 719   721        120       RL           0    6563   Pave  <NA>      IR1
## 720   722        120       RM           0    4426   Pave  <NA>      Reg
## 721   723         20       RL          70    8120   Pave  <NA>      Reg
## 722   724         50       RL          60    8172   Pave  <NA>      Reg
## 723   725         20       RL          86   13286   Pave  <NA>      IR1
## 724   726         20       RL          60    6960   Pave  <NA>      Reg
## 725   727         20       RL           0   21695   Pave  <NA>      IR1
## 726   728         20       RL          64    7314   Pave  <NA>      Reg
## 727   729         90       RL          85   11475   Pave  <NA>      Reg
## 728   730         30       RM          52    6240   Pave  Grvl      Reg
## 729   731        120       RL          39    5389   Pave  <NA>      IR1
## 730   732         80       RL          73    9590   Pave  <NA>      IR1
## 731   733         60       RL          75   11404   Pave  <NA>      IR1
## 732   734         20       RL          80   10000   Pave  <NA>      Reg
## 733   735         20       RL           0    8978   Pave  <NA>      IR1
## 734   736         75       RM          60   10800   Pave  <NA>      Reg
## 735   737         90       RL          60    8544   Pave  <NA>      Reg
## 736   738         60       RL          72   10463   Pave  <NA>      IR1
## 737   739         90       RL          60   10800   Pave  <NA>      Reg
## 738   740         60       RL          65    9313   Pave  <NA>      IR1
## 739   741         70       RM          60    9600   Pave  Grvl      Reg
## 740   742         20       RL          65    6768   Pave  <NA>      IR1
## 741   743         20       RL          65    8450   Pave  <NA>      Reg
## 742   744         80       RL          70   12886   Pave  <NA>      IR1
## 743   745        120       RL          41    5395   Pave  <NA>      IR1
## 744   746         60       RL           0    8963   Pave  <NA>      IR1
## 745   747         60       RL           0    8795   Pave  <NA>      IR1
## 746   748         70       RM          65   11700   Pave  Pave      IR1
## 747   749         20       RL          59   10593   Pave  <NA>      IR1
## 748   750         50       RL          50    8405   Pave  <NA>      Reg
## 749   751         50       RM          55    8800   Pave  Grvl      Reg
## 750   752         60       RL           0    7750   Pave  <NA>      Reg
## 751   753         20       RL          79    9236   Pave  <NA>      IR1
## 752   754         60       RL          80   10240   Pave  <NA>      Reg
## 753   755         20       RL          61    7930   Pave  <NA>      Reg
## 754   756        160       FV          34    3230   Pave  Pave      Reg
## 755   757         60       RL          68   10769   Pave  <NA>      IR1
## 756   758         60       RL           0   11616   Pave  <NA>      IR1
## 757   759        160       FV          24    2280   Pave  Pave      Reg
## 758   760         60       RL          65   12257   Pave  <NA>      IR1
## 759   761         20       RL          70    9100   Pave  <NA>      Reg
## 760   762         30       RM          60    6911   Pave  <NA>      Reg
## 761   763         60       FV          72    8640   Pave  <NA>      Reg
## 762   764         60       RL          82    9430   Pave  <NA>      Reg
## 763   765        120       RL          30    9549   Pave  <NA>      IR1
## 764   766         20       RL          75   14587   Pave  <NA>      IR1
## 765   767         60       RL          80   10421   Pave  <NA>      Reg
## 766   768         50       RL          75   12508   Pave  <NA>      IR1
## 767   769         20       RL          70    9100   Pave  <NA>      Reg
## 768   770         60       RL          47   53504   Pave  <NA>      IR2
## 769   771         85       RL           0    7252   Pave  <NA>      IR1
## 770   772         20       RL          67    8877   Pave  <NA>      Reg
## 771   773         80       RL          94    7819   Pave  <NA>      Reg
## 772   774         20       RL          70   10150   Pave  <NA>      Reg
## 773   775         20       RL         110   14226   Pave  <NA>      Reg
## 774   776        120       RM          32    4500   Pave  <NA>      Reg
## 775   777         20       RL          86   11210   Pave  <NA>      IR1
## 776   778         20       RL         100   13350   Pave  <NA>      IR1
## 777   779         90       RH          60    8400   Pave  <NA>      Reg
## 778   780         90       RL          78   10530   Pave  <NA>      Reg
## 779   781         20       RL          63    7875   Pave  <NA>      Reg
## 780   782         60       RL          65    7153   Pave  <NA>      Reg
## 781   783         20       RL          67   16285   Pave  <NA>      IR2
## 782   784         85       RL           0    9101   Pave  <NA>      IR1
## 783   785         75       RM          35    6300   Pave  Grvl      Reg
## 784   786         20       RL           0    9790   Pave  <NA>      Reg
## 785   787         50       RM          60   10800   Pave  <NA>      Reg
## 786   788         60       RL          76   10142   Pave  <NA>      IR1
## 787   789         20       RM          50    6000   Pave  <NA>      Reg
## 788   790         60       RL           0   12205   Pave  <NA>      IR1
## 789   791        120       RL          43    3182   Pave  <NA>      Reg
## 790   792         80       RL           0   11333   Pave  <NA>      IR1
## 791   793         60       RL          92    9920   Pave  <NA>      IR1
## 792   794         20       RL          76    9158   Pave  <NA>      Reg
## 793   795         60       RL           0   10832   Pave  <NA>      IR1
## 794   796         60       RL          70    8400   Pave  <NA>      Reg
## 795   797         20       RL          71    8197   Pave  <NA>      Reg
## 796   798         20       RL          57    7677   Pave  <NA>      Reg
## 797   799         60       RL         104   13518   Pave  <NA>      Reg
## 798   800         50       RL          60    7200   Pave  <NA>      Reg
## 799   801         60       RL          79   12798   Pave  <NA>      IR1
## 800   802         30       RM          40    4800   Pave  <NA>      Reg
## 801   803         60       RL          63    8199   Pave  <NA>      Reg
## 802   804         60       RL         107   13891   Pave  <NA>      Reg
## 803   805         20       RL          75    9000   Pave  <NA>      Reg
## 804   806         20       RL          91   12274   Pave  <NA>      IR1
## 805   807         80       RL          75    9750   Pave  <NA>      Reg
## 806   808         70       RL         144   21384   Pave  <NA>      Reg
## 807   809         80       RL          85   13400   Pave  <NA>      Reg
## 808   810         75       RM          90    8100   Pave  <NA>      Reg
## 809   811         20       RL          78   10140   Pave  <NA>      Reg
## 810   812        120       RM           0    4438   Pave  <NA>      Reg
## 811   813         20  C (all)          66    8712   Grvl  <NA>      Reg
## 812   814         20       RL          75    9750   Pave  <NA>      Reg
## 813   815         50       RL          45    8248   Pave  Grvl      Reg
## 814   816         20       RL          48   12137   Pave  <NA>      IR2
## 815   817         20       RL           0   11425   Pave  <NA>      IR1
## 816   818         20       RL           0   13265   Pave  <NA>      IR1
## 817   819         80       RL          80    8816   Pave  <NA>      Reg
## 818   820        120       RL          44    6371   Pave  <NA>      IR1
## 819   821         60       RL          72    7226   Pave  <NA>      IR1
## 820   822         20       RM          60    6000   Pave  Pave      Reg
## 821   823         60       RL           0   12394   Pave  <NA>      IR1
## 822   824         50       RL          60    9900   Pave  <NA>      Reg
## 823   825         20       FV          81   11216   Pave  <NA>      Reg
## 824   826         20       RL         114   14803   Pave  <NA>      Reg
## 825   827         45       RM          50    6130   Pave  <NA>      Reg
## 826   828         20       RL          65    8529   Pave  <NA>      IR1
## 827   829         60       RL           0   28698   Pave  <NA>      IR2
## 828   830        160       FV          24    2544   Pave  Pave      Reg
## 829   831         20       RL          80   11900   Pave  <NA>      IR1
## 830   832        160       FV          30    3180   Pave  Pave      Reg
## 831   833         60       RL          44    9548   Pave  <NA>      IR1
## 832   834         20       RL         100   10004   Pave  <NA>      Reg
## 833   835         20       RL          75    7875   Pave  <NA>      Reg
## 834   836         20       RL          60    9600   Pave  <NA>      Reg
## 835   837         30       RM          90    8100   Pave  Pave      Reg
## 836   838        160       RM          21    1680   Pave  <NA>      Reg
## 837   839         20       RL          75    9525   Pave  <NA>      Reg
## 838   840         50       RL          70   11767   Pave  <NA>      Reg
## 839   841         70       RH           0   12155   Pave  <NA>      IR1
## 840   842         70       RM          60   10440   Pave  Grvl      Reg
## 841   843         80       RL          82    9020   Pave  <NA>      Reg
## 842   844         90       RL          80    8000   Pave  <NA>      Reg
## 843   845         50       RM         100   12665   Pave  Grvl      IR1
## 844   846         85       RL           0   16647   Pave  <NA>      IR1
## 845   847         60       RL          75    9317   Pave  <NA>      Reg
## 846   848         20       RL          36   15523   Pave  <NA>      IR1
## 847   849         50       RL          75   45600   Pave  <NA>      IR2
## 848   850         80       RL          80    9600   Pave  <NA>      Reg
## 849   851        120       RM          36    4435   Pave  <NA>      Reg
## 850   852        120       RL           0    3196   Pave  <NA>      Reg
## 851   853         75       RL          53    7128   Pave  <NA>      Reg
## 852   854         80       RL           0   12095   Pave  <NA>      IR1
## 853   855         20       RL         102   17920   Pave  <NA>      Reg
## 854   856         20       RL           0    6897   Pave  <NA>      IR1
## 855   857         80       RL           0   10970   Pave  <NA>      IR1
## 856   858         60       RL          65    8125   Pave  <NA>      Reg
## 857   859         20       RL          80   10400   Pave  <NA>      Reg
## 858   860         60       RL           0   11029   Pave  <NA>      IR1
## 859   861         50       RL          55    7642   Pave  <NA>      Reg
## 860   862        190       RL          75   11625   Pave  <NA>      Reg
## 861   863         20       RL          81    9672   Pave  <NA>      Reg
## 862   864         20       RL          70    7931   Pave  <NA>      Reg
## 863   865         20       FV          72    8640   Pave  <NA>      Reg
## 864   866         20       RL           0    8750   Pave  <NA>      IR1
## 865   867         20       RL          67   10656   Pave  <NA>      IR1
## 866   868         20       RL          85    6970   Pave  <NA>      Reg
## 867   869         60       RL           0   14762   Pave  <NA>      IR2
## 868   870         60       RL          80    9938   Pave  <NA>      Reg
## 869   871         20       RL          60    6600   Pave  <NA>      Reg
## 870   872         60       RL          70    8750   Pave  <NA>      Reg
## 871   873         20       RL          74    8892   Pave  <NA>      Reg
## 872   874         40       RL          60   12144   Pave  <NA>      Reg
## 873   875         50       RM          52    5720   Pave  <NA>      Reg
## 874   876         60       FV          75    9000   Pave  <NA>      Reg
## 875   877         20       RL          94   25286   Pave  <NA>      Reg
## 876   878         60       RL          74    8834   Pave  <NA>      Reg
## 877   879         85       RL          88   11782   Pave  <NA>      IR1
## 878   880         20       RL           0    7000   Pave  <NA>      IR1
## 879   881         20       RL          60    7024   Pave  <NA>      Reg
## 880   882         50       RL          44   13758   Pave  <NA>      IR1
## 881   883         60       RL           0    9636   Pave  <NA>      IR1
## 882   884         75       RL          60    6204   Pave  <NA>      Reg
## 883   885         20       RL          65    7150   Pave  <NA>      Reg
## 884   886        120       FV          50    5119   Pave  <NA>      IR1
## 885   887         90       RL          70    8393   Pave  <NA>      Reg
## 886   888         50       RL          59   16466   Pave  <NA>      IR1
## 887   889         20       RL          95   15865   Pave  <NA>      IR1
## 888   890         20       RL         128   12160   Pave  <NA>      Reg
## 889   891         50       RL          60    8064   Pave  <NA>      Reg
## 890   892         60       RL          70   11184   Pave  <NA>      Reg
## 891   893         20       RL          70    8414   Pave  <NA>      Reg
## 892   894         20       RL           0   13284   Pave  <NA>      Reg
## 893   895         90       RL          64    7018   Pave  <NA>      Reg
## 894   896         60       RL          71    7056   Pave  <NA>      Reg
## 895   897         30       RM          50    8765   Pave  Grvl      Reg
## 896   898         90       RL          64    7018   Pave  <NA>      Reg
## 897   899         20       RL         100   12919   Pave  <NA>      IR1
## 898   900         20       RL          65    6993   Pave  <NA>      Reg
## 899   901         20       RL           0    7340   Pave  <NA>      IR1
## 900   902         20       RL          64    8712   Pave  <NA>      IR1
## 901   903         60       RL          63    7875   Pave  <NA>      Reg
## 902   904         20       RL          50   14859   Pave  <NA>      IR1
## 903   905         20       RL           0    6173   Pave  <NA>      IR1
## 904   906         20       RL          80    9920   Pave  <NA>      Reg
## 905   907         20       RL         116   13501   Pave  <NA>      IR1
## 906   908         50       RL          86   11500   Pave  <NA>      IR1
## 907   909         20       RL           0    8885   Pave  <NA>      IR1
## 908   910         60       RL         149   12589   Pave  <NA>      IR2
## 909   911         90       RL          80   11600   Pave  <NA>      Reg
## 910   912         20       RL           0    9286   Pave  <NA>      IR1
## 911   913         30       RM          51    6120   Pave  <NA>      Reg
## 912   914         90       RH          82    6270   Pave  <NA>      Reg
## 913   915        160       FV          30    3000   Pave  Pave      Reg
## 914   916        160       RM          21    2001   Pave  <NA>      Reg
## 915   917         20  C (all)          50    9000   Pave  <NA>      Reg
## 916   918         20       RL           0   17140   Pave  <NA>      Reg
## 917   919         60       RL         103   13125   Pave  <NA>      IR1
## 918   920         20       RL          87   11029   Pave  <NA>      IR1
## 919   921         60       RL          70    8462   Pave  <NA>      IR1
## 920   922         90       RL          67    8777   Pave  <NA>      Reg
## 921   923         20       RL          65   10237   Pave  <NA>      Reg
## 922   924        120       RL          50    8012   Pave  <NA>      Reg
## 923   925         20       RL          79   10240   Pave  <NA>      Reg
## 924   926         20       RL           0   15611   Pave  <NA>      IR1
## 925   927         60       RL          93   11999   Pave  <NA>      Reg
## 926   928         60       RL           0    9900   Pave  <NA>      Reg
## 927   929         20       RL           0   11838   Pave  <NA>      Reg
## 928   930         60       RL           0   13006   Pave  <NA>      IR1
## 929   931         20       RL          73    8925   Pave  <NA>      IR1
## 930   932         20       RL          70    9100   Pave  <NA>      Reg
## 931   933         20       RL          84   11670   Pave  <NA>      IR1
## 932   934         20       RL          63    8487   Pave  <NA>      Reg
## 933   935         20       RL         313   27650   Pave  <NA>      IR2
## 934   936         30       RL          52    5825   Pave  <NA>      IR1
## 935   937         20       RL          67   10083   Pave  <NA>      Reg
## 936   938         60       RL          75    9675   Pave  <NA>      Reg
## 937   939         60       RL          73    8760   Pave  <NA>      Reg
## 938   940         70       RL           0   24090   Pave  <NA>      Reg
## 939   941         90       RL          55   12640   Pave  <NA>      IR1
## 940   942         60       RL           0    8755   Pave  <NA>      IR1
## 941   943         90       RL          42    7711   Pave  <NA>      IR1
## 942   944         90       RL         100   25000   Pave  <NA>      Reg
## 943   945         20       RL           0   14375   Pave  <NA>      IR1
## 944   946         50       RM          98    8820   Pave  <NA>      Reg
## 945   947         80       RL          70    8163   Pave  <NA>      Reg
## 946   948         20       RL          85   14536   Pave  <NA>      Reg
## 947   949         60       RL          65   14006   Pave  <NA>      IR1
## 948   950         20       RL          78    9360   Pave  <NA>      Reg
## 949   951         20       RL          60    7200   Pave  <NA>      Reg
## 950   952         20       RH          60    7800   Pave  <NA>      Reg
## 951   953         85       RL          60    7200   Pave  <NA>      Reg
## 952   954         60       RL           0   11075   Pave  <NA>      IR1
## 953   955         90       RL          35    9400   Pave  <NA>      IR1
## 954   956         90       RH          82    7136   Pave  <NA>      IR1
## 955   957        160       RM          24    1300   Pave  <NA>      Reg
## 956   958         20       RL          70    7420   Pave  <NA>      Reg
## 957   959         20       RL          65    8450   Pave  <NA>      Reg
## 958   960        160       FV          24    2572   Pave  <NA>      Reg
## 959   961         20       RL          50    7207   Pave  <NA>      IR1
## 960   962         60       RL           0   12227   Pave  <NA>      IR1
## 961   963        160       RL          24    2308   Pave  <NA>      Reg
## 962   964         20       RL         122   11923   Pave  <NA>      IR1
## 963   965         60       RL          80   11316   Pave  <NA>      Reg
## 964   966         60       RL          65   10237   Pave  <NA>      Reg
## 965   967         50       RL         130    9600   Pave  <NA>      IR1
## 966   968         20       RL           0    7390   Pave  <NA>      IR1
## 967   969         50       RM          50    5925   Pave  <NA>      Reg
## 968   970        190       RL          75   10382   Pave  <NA>      Reg
## 969   971         50       RL          60   10800   Pave  <NA>      Reg
## 970   972        160       RL          36    2268   Pave  <NA>      Reg
## 971   973        120       RL          55    7892   Pave  <NA>      Reg
## 972   974         20       FV          95   11639   Pave  <NA>      Reg
## 973   975         70       RL          60   11414   Pave  <NA>      IR1
## 974   976        160       FV           0    2651   Pave  <NA>      Reg
## 975   977         30       RL          51    5900   Pave  <NA>      IR1
## 976   978        120       FV          35    4274   Pave  Pave      IR1
## 977   979         20       RL          68    9450   Pave  <NA>      Reg
## 978   980         20       RL          80    8816   Pave  <NA>      Reg
## 979   981         85       RL           0   12122   Pave  <NA>      IR1
## 980   982         60       RL          98   12203   Pave  <NA>      IR1
## 981   983         20       RL          43    3182   Pave  <NA>      Reg
## 982   984         60       RL           0   11250   Pave  <NA>      Reg
## 983   985         90       RL          75   10125   Pave  <NA>      Reg
## 984   986        190       RL          68   10880   Pave  <NA>      Reg
## 985   987         50       RM          59    5310   Pave  <NA>      Reg
## 986   988         20       RL          83   10159   Pave  <NA>      IR1
## 987   989         60       RL           0   12046   Pave  <NA>      IR1
## 988   990         60       FV          65    8125   Pave  <NA>      Reg
## 989   991         60       RL          82    9452   Pave  <NA>      Reg
## 990   992         70       RM         121   17671   Pave  Grvl      Reg
## 991   993         60       RL          80    9760   Pave  <NA>      Reg
## 992   994         60       RL          68    8846   Pave  <NA>      Reg
## 993   995         20       RL          96   12456   Pave  <NA>      Reg
## 994   996         50       RL          51    4712   Pave  <NA>      IR1
## 995   997         20       RL           0   10659   Pave  <NA>      IR1
## 996   998         20       RL           0   11717   Pave  <NA>      IR1
## 997   999         30       RM          60    9786   Pave  <NA>      Reg
## 998  1000         20       RL          64    6762   Pave  <NA>      Reg
## 999  1001         20       RL          74   10206   Pave  <NA>      Reg
## 1000 1002         30       RL          60    5400   Pave  <NA>      Reg
## 1001 1003         20       RL          75   11957   Pave  <NA>      IR1
## 1002 1004         90       RL           0   11500   Pave  <NA>      IR1
## 1003 1005        120       RL          43    3182   Pave  <NA>      Reg
## 1004 1006         80       RL          65    8385   Pave  <NA>      Reg
## 1005 1007         20       RL           0   12155   Pave  <NA>      IR3
## 1006 1008        160       RM          21    2217   Pave  <NA>      Reg
## 1007 1009         20       RL          43   12118   Pave  <NA>      IR1
## 1008 1010         50       RL          60    6000   Pave  <NA>      Reg
## 1009 1011         50       RL         115   21286   Pave  <NA>      Reg
## 1010 1012         90       RL          75    9825   Pave  <NA>      Reg
## 1011 1013         70       RL          55   10592   Pave  <NA>      Reg
## 1012 1014         30       RM          60    7200   Pave  <NA>      Reg
## 1013 1015         20       RL          60   11664   Pave  <NA>      Reg
## 1014 1016         60       RL          70    8400   Pave  <NA>      Reg
## 1015 1017         20       RL          73   11883   Pave  <NA>      Reg
## 1016 1018        120       RL           0    5814   Pave  <NA>      IR1
## 1017 1019         80       RL           0   10784   Pave  <NA>      IR1
## 1018 1020        120       RL          43    3013   Pave  <NA>      Reg
## 1019 1021         20       RL          60    7024   Pave  <NA>      Reg
## 1020 1022         20       RL          64    7406   Pave  <NA>      Reg
## 1021 1023         50       RM          52    9439   Pave  <NA>      Reg
## 1022 1024        120       RL          43    3182   Pave  <NA>      Reg
## 1023 1025         20       RL           0   15498   Pave  <NA>      IR1
## 1024 1026         20       RL          70    7700   Pave  <NA>      Reg
## 1025 1027         20       RL          73    9300   Pave  <NA>      Reg
## 1026 1028         20       RL          71    9520   Pave  <NA>      IR1
## 1027 1029         50       RL          79    9492   Pave  <NA>      Reg
## 1028 1030        160       RM          21    1680   Pave  <NA>      Reg
## 1029 1031        190       RH           0    7082   Pave  <NA>      Reg
## 1030 1032         75       RL         102   15863   Pave  <NA>      Reg
## 1031 1033         60       RL           0   14541   Pave  <NA>      IR1
## 1032 1034         20       RL           0    8125   Pave  <NA>      Reg
## 1033 1035         30       RL          50    6305   Pave  <NA>      Reg
## 1034 1036         20       RL           0   11500   Pave  <NA>      IR1
## 1035 1037         20       RL          89   12898   Pave  <NA>      IR1
## 1036 1038         60       RL           0    9240   Pave  <NA>      Reg
## 1037 1039        160       RM          21    1533   Pave  <NA>      Reg
## 1038 1040        180       RM          21    1477   Pave  <NA>      Reg
## 1039 1041         20       RL          88   13125   Pave  <NA>      Reg
## 1040 1042         60       RL           0    9130   Pave  <NA>      Reg
## 1041 1043        120       RL          34    5381   Pave  <NA>      IR1
## 1042 1044         60       RL          86   11839   Pave  <NA>      Reg
## 1043 1045         20       RL          80    9600   Pave  <NA>      Reg
## 1044 1046         20       RL           0   13680   Pave  <NA>      IR1
## 1045 1047         60       RL          85   16056   Pave  <NA>      IR1
## 1046 1048         20       RL          57    9245   Pave  <NA>      IR2
## 1047 1049         20       RL         100   21750   Pave  <NA>      Reg
## 1048 1050         20       RL          60   11100   Pave  <NA>      Reg
## 1049 1051         20       RL          73    8993   Pave  <NA>      IR1
## 1050 1052         20       RL         103   11175   Pave  <NA>      IR1
## 1051 1053         60       RL         100    9500   Pave  <NA>      Reg
## 1052 1054         20       RL          68    8562   Pave  <NA>      Reg
## 1053 1055         60       RL          90   11367   Pave  <NA>      Reg
## 1054 1056         20       RL         104   11361   Pave  <NA>      Reg
## 1055 1057        120       RL          43    7052   Pave  <NA>      IR1
## 1056 1058         60       RL           0   29959   Pave  <NA>      IR2
## 1057 1059         60       RL          96   11308   Pave  <NA>      IR1
## 1058 1060         50       RL           0   11275   Pave  <NA>      IR1
## 1059 1061        120       RL          41    4920   Pave  <NA>      Reg
## 1060 1062         30  C (all)         120   18000   Grvl  <NA>      Reg
## 1061 1063        190       RM          85   13600   Pave  Grvl      Reg
## 1062 1064         30       RM          50    6000   Pave  <NA>      Reg
## 1063 1065         20       RL           0   11000   Pave  <NA>      IR1
## 1064 1066         60       RL          80   14000   Pave  <NA>      Reg
## 1065 1067         60       RL          59    7837   Pave  <NA>      IR1
## 1066 1068         60       RL          80    9760   Pave  <NA>      Reg
## 1067 1069        160       RM          42    3964   Pave  <NA>      Reg
## 1068 1070         45       RL          60    9600   Pave  <NA>      Reg
## 1069 1071         20       RL          72   10152   Pave  <NA>      Reg
## 1070 1072         60       RL          78   11700   Pave  <NA>      Reg
## 1071 1073         50       RL          50    7585   Pave  <NA>      Reg
## 1072 1074         60       RL          75    7950   Pave  <NA>      IR1
## 1073 1075         20       RL          74    8556   Pave  <NA>      Reg
## 1074 1076         70       RL          75   13125   Pave  <NA>      Reg
## 1075 1077         50       RL          60   10800   Pave  Grvl      Reg
## 1076 1078         20       RL           0   15870   Pave  <NA>      IR1
## 1077 1079        120       RM          37    4435   Pave  <NA>      Reg
## 1078 1080         20       RL          65    8775   Pave  <NA>      Reg
## 1079 1081         20       RL          80   11040   Pave  <NA>      Reg
## 1080 1082         20       RL          75    7500   Pave  <NA>      Reg
## 1081 1083         20       RL          70    8749   Pave  <NA>      Reg
## 1082 1084         20       RL          80    8800   Pave  <NA>      Reg
## 1083 1085         60       RL           0   13031   Pave  <NA>      IR2
## 1084 1086         85       RL          73    9069   Pave  <NA>      Reg
## 1085 1087        160       RM           0    1974   Pave  <NA>      Reg
## 1086 1088         60       FV          85   10574   Pave  <NA>      Reg
## 1087 1089        160       RM          24    2522   Pave  <NA>      Reg
## 1088 1090        120       FV          37    3316   Pave  Pave      IR1
## 1089 1091         90       RL          60    8544   Pave  <NA>      Reg
## 1090 1092        160       FV          24    2160   Pave  Pave      Reg
## 1091 1093         50       RL          60    8400   Pave  <NA>      Reg
## 1092 1094         20       RL          71    9230   Pave  <NA>      Reg
## 1093 1095         20       RL          74    5868   Pave  <NA>      Reg
## 1094 1096         20       RL          78    9317   Pave  <NA>      IR1
## 1095 1097         70       RM          60    6882   Pave  <NA>      Reg
## 1096 1098        120       RL           0    3696   Pave  <NA>      Reg
## 1097 1099         50       RM          50    6000   Pave  <NA>      Reg
## 1098 1100         20       RL          82   11880   Pave  <NA>      IR1
## 1099 1101         30       RL          60    8400   Pave  <NA>      Reg
## 1100 1102         20       RL          61    9758   Pave  <NA>      IR1
## 1101 1103         20       RL          70    7000   Pave  <NA>      Reg
## 1102 1104         20       RL          79    8910   Pave  <NA>      Reg
## 1103 1105        160       RM          24    2016   Pave  <NA>      Reg
## 1104 1106         60       RL          98   12256   Pave  <NA>      IR1
## 1105 1107         20       RL         114   10357   Pave  <NA>      IR1
## 1106 1108         60       RL         168   23257   Pave  <NA>      IR3
## 1107 1109         60       RL           0    8063   Pave  <NA>      Reg
## 1108 1110         20       RL         107   11362   Pave  <NA>      IR1
## 1109 1111         60       RL           0    8000   Pave  <NA>      Reg
## 1110 1112         60       RL          80   10480   Pave  <NA>      Reg
## 1111 1113         20       RL          73    7100   Pave  <NA>      IR1
## 1112 1114         20       RL          66    8923   Pave  <NA>      Reg
## 1113 1115         20       RL          90    5400   Pave  <NA>      Reg
## 1114 1116         20       RL          93   12085   Pave  <NA>      Reg
## 1115 1117         80       RL           0    7750   Pave  <NA>      Reg
## 1116 1118         20       RL          57    9764   Pave  <NA>      IR1
## 1117 1119         80       RL          85   13825   Pave  <NA>      Reg
## 1118 1120         20       RL          70    7560   Pave  <NA>      Reg
## 1119 1121         30       RM          59    8263   Pave  <NA>      Reg
## 1120 1122         20       RL          84   10084   Pave  <NA>      Reg
## 1121 1123         20       RL           0    8926   Pave  <NA>      IR1
## 1122 1124         20       RL          50    9405   Pave  <NA>      Reg
## 1123 1125         80       RL           0    9125   Pave  <NA>      IR1
## 1124 1126         20       RL          60   10434   Pave  <NA>      Reg
## 1125 1127        120       RL          53    3684   Pave  <NA>      Reg
## 1126 1128         20       RL         182   14572   Pave  <NA>      IR3
## 1127 1129         60       RL          59   11796   Pave  <NA>      IR1
## 1128 1130         90       RM          60    7200   Pave  Grvl      Reg
## 1129 1131         50       RL          65    7804   Pave  <NA>      Reg
## 1130 1132         20       RL          63   10712   Pave  <NA>      Reg
## 1131 1133         70       RM          90    9900   Pave  <NA>      Reg
## 1132 1134         60       RL          80    9828   Pave  <NA>      IR1
## 1133 1135         60       RL          57    8773   Pave  <NA>      IR1
## 1134 1136         30       RM          60    6180   Pave  <NA>      Reg
## 1135 1137         50       RL          80    9600   Pave  <NA>      Reg
## 1136 1138         50       RL          54    6342   Pave  <NA>      Reg
## 1137 1139         20       RL           0    9819   Pave  <NA>      IR1
## 1138 1140         30       RL          98    8731   Pave  <NA>      IR1
## 1139 1141         20       RL          60    7350   Pave  <NA>      Reg
## 1140 1142         60       RL           0   10304   Pave  <NA>      IR1
## 1141 1143         60       RL          77    9965   Pave  <NA>      Reg
## 1142 1144         20       RL           0    9000   Pave  <NA>      Reg
## 1143 1145        190       RL          60   12180   Pave  <NA>      Reg
## 1144 1146         50       RM          52    6240   Pave  <NA>      Reg
## 1145 1147         20       RL           0   11200   Pave  <NA>      Reg
## 1146 1148         70       RL          75   12000   Pave  <NA>      Reg
## 1147 1149         50       RM           0    5700   Pave  <NA>      Reg
## 1148 1150         70       RM          50    9000   Pave  <NA>      Reg
## 1149 1151         20       RL          57    8280   Pave  <NA>      IR1
## 1150 1152         20       RL         134   17755   Pave  <NA>      Reg
## 1151 1153         20       RL          90   14115   Pave  <NA>      IR1
## 1152 1154         30       RM           0    5890   Pave  <NA>      Reg
## 1153 1155         60       RL           0   13700   Pave  <NA>      IR1
## 1154 1156         20       RL          90   10768   Pave  <NA>      IR1
## 1155 1157         80       RL          85    9350   Pave  <NA>      Reg
## 1156 1158        120       RL          34    5001   Pave  <NA>      IR1
## 1157 1159         20       RL          92   11932   Pave  <NA>      Reg
## 1158 1160         60       RL          76    9120   Pave  <NA>      Reg
## 1159 1161        160       RL          24    2280   Pave  <NA>      Reg
## 1160 1162         20       RL           0   14778   Pave  <NA>      IR1
## 1161 1163         20       RL         109    8724   Pave  <NA>      Reg
## 1162 1164         90       RL          60   12900   Pave  <NA>      Reg
## 1163 1165         80       RL           0   16157   Pave  <NA>      IR1
## 1164 1166         20       RL          79    9541   Pave  <NA>      IR1
## 1165 1167         20       RL          64   10475   Pave  <NA>      IR1
## 1166 1168         60       RL          58   10852   Pave  <NA>      IR1
## 1167 1169         70       RL         120   13728   Pave  <NA>      Reg
## 1168 1170         60       RL         118   35760   Pave  <NA>      IR1
## 1169 1171         80       RL          76    9880   Pave  <NA>      Reg
## 1170 1172         20       RL          76    9120   Pave  <NA>      Reg
## 1171 1173        160       FV          35    4017   Pave  Pave      IR1
## 1172 1174         50       RL         138   18030   Pave  <NA>      IR1
## 1173 1175         70       RL          80   16560   Pave  <NA>      IR1
## 1174 1176         50       RL          85   10678   Pave  <NA>      Reg
## 1175 1177         20       RL          37    6951   Pave  <NA>      IR1
## 1176 1178         50       RM           0    3950   Pave  Grvl      Reg
## 1177 1179         50       RL          54    7681   Pave  <NA>      IR1
## 1178 1180         20       RL          77    8335   Pave  <NA>      Reg
## 1179 1181         60       RL           0   11170   Pave  <NA>      IR2
## 1180 1182        120       RM          64    5587   Pave  <NA>      IR1
## 1181 1184         30       RL          60   10800   Pave  Grvl      Reg
## 1182 1185         20       RL          50   35133   Grvl  <NA>      Reg
## 1183 1186         50       RL          60    9738   Pave  <NA>      Reg
## 1184 1187        190       RL         107   10615   Pave  <NA>      IR1
## 1185 1188         20       RL          89   12461   Pave  <NA>      Reg
## 1186 1189         60       RL          68    8935   Pave  <NA>      IR1
## 1187 1190         60       RL          60    7500   Pave  <NA>      Reg
## 1188 1191        190       RL           0   32463   Pave  <NA>      Reg
## 1189 1192        160       FV          24    2645   Pave  Pave      Reg
## 1190 1193         50       RM          60    9600   Pave  Grvl      Reg
## 1191 1194        120       RM           0    4500   Pave  <NA>      Reg
## 1192 1195         60       RL          80    9364   Pave  <NA>      Reg
## 1193 1196         60       RL          51    8029   Pave  <NA>      IR1
## 1194 1197         60       RL          58   14054   Pave  <NA>      IR1
## 1195 1198         75       RM          65    8850   Pave  <NA>      IR1
## 1196 1199         20       RL          70    9100   Pave  <NA>      Reg
## 1197 1200         20       RL          75   11235   Pave  <NA>      Reg
## 1198 1201         20       RL          71    9353   Pave  <NA>      Reg
## 1199 1202         60       RL          80   10400   Pave  <NA>      Reg
## 1200 1203         50       RM          50    6000   Pave  <NA>      Reg
## 1201 1204         20       RL          75    9750   Pave  <NA>      Reg
## 1202 1205         20       RL          78   10140   Pave  <NA>      Reg
## 1203 1206         20       RL          90   14684   Pave  <NA>      IR1
## 1204 1207         20       RH           0    8900   Pave  <NA>      Reg
## 1205 1208         20       RL          70    9135   Pave  <NA>      Reg
## 1206 1209         20       RL          70    7763   Pave  <NA>      Reg
## 1207 1210         20       RL          85   10182   Pave  <NA>      IR1
## 1208 1211         60       RL          70   11218   Pave  <NA>      Reg
## 1209 1212         50       RL         152   12134   Pave  <NA>      IR1
## 1210 1213         30       RL          50    9340   Pave  <NA>      Reg
## 1211 1214         80       RL           0   10246   Pave  <NA>      IR1
## 1212 1215         85       RL          69   10205   Pave  <NA>      IR1
## 1213 1216         20       RL          99    7094   Pave  <NA>      IR1
## 1214 1217         90       RM          68    8930   Pave  <NA>      Reg
## 1215 1218         20       FV          72    8640   Pave  <NA>      Reg
## 1216 1219         50       RM          52    6240   Pave  <NA>      Reg
## 1217 1220        160       RM          21    1680   Pave  <NA>      Reg
## 1218 1221         20       RL          66    7800   Pave  <NA>      IR1
## 1219 1222         20       RL          55    8250   Pave  <NA>      Reg
## 1220 1223         50       RL          78   10496   Pave  <NA>      Reg
## 1221 1224         20       RL          89   10680   Pave  <NA>      Reg
## 1222 1225         60       RL          60   15384   Pave  <NA>      IR1
## 1223 1226         80       RL          65   10482   Pave  <NA>      Reg
## 1224 1227         60       RL          86   14598   Pave  <NA>      IR1
## 1225 1228         20       RL          72    8872   Pave  <NA>      Reg
## 1226 1229        120       RL          65    8769   Pave  <NA>      Reg
## 1227 1230         80       RL          70    7910   Pave  <NA>      Reg
## 1228 1231         90       RL           0   18890   Pave  <NA>      IR1
## 1229 1232         90       RL          70    7728   Pave  <NA>      Reg
## 1230 1233         90       RL          70    9842   Pave  <NA>      Reg
## 1231 1234         20       RL           0   12160   Pave  <NA>      IR1
## 1232 1235         70       RH          55    8525   Pave  <NA>      Reg
## 1233 1236         70       RL          96   13132   Pave  <NA>      Reg
## 1234 1237        160       RL          36    2628   Pave  <NA>      Reg
##      LandContour Utilities LotConfig LandSlope Neighborhood Condition1
## 1            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 2            Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 3            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 4            Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 5            Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 6            Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 7            Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 8            Lvl    AllPub    Corner       Gtl       NWAmes       PosN
## 9            Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 10           Lvl    AllPub    Corner       Gtl      BrkSide     Artery
## 11           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 12           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 13           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 14           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 15           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 16           Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 17           Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 18           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 19           Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 20           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 21           Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 22           Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 23           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 24           Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 25           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 26           Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 27           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 28           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 29           Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 30           Lvl    AllPub    Inside       Gtl      BrkSide      Feedr
## 31           Lvl    AllPub    Inside       Gtl       IDOTRR      Feedr
## 32           Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 33           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 34           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 35           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 36           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 37           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 38           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 39           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 40           Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 41           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 42           Lvl    AllPub    Inside       Gtl       Timber       Norm
## 43           Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 44           Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 45           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 46           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 47           Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 48           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 49           Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 50           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 51           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 52           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 53           Bnk    AllPub    Corner       Mod       IDOTRR       RRNn
## 54           Low    AllPub    Inside       Gtl      Veenker       Norm
## 55           Bnk    AllPub    Inside       Mod        NAmes       Norm
## 56           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 57           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 58           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 59           HLS    AllPub   CulDSac       Gtl      StoneBr       Norm
## 60           Bnk    AllPub    Inside       Gtl      CollgCr       Norm
## 61           Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 62           Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 63           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 64           Bnk    AllPub    Inside       Gtl      OldTown       RRAn
## 65           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 66           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 67           Lvl    AllPub    Inside       Gtl        NAmes       PosA
## 68           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 69           Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 70           Lvl    AllPub    Corner       Gtl      ClearCr       Norm
## 71           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 72           Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 73           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 74           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 75           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 76           Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 77           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 78           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 79           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 80           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 81           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 82           Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 83           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 84           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 85           Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 86           Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 87           Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 88           Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 89           Lvl    AllPub    Corner       Gtl       IDOTRR      Feedr
## 90           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 91           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 92           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 93           HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 94           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 95           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 96           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 97           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 98           HLS    AllPub    Inside       Gtl      Edwards       Norm
## 99           Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 100          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 101          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 102          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 103          Bnk    AllPub    Inside       Gtl      SawyerW       Norm
## 104          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 105          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 106          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 107          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 108          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 109          Lvl    AllPub    Corner       Gtl       IDOTRR     Artery
## 110          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 111          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 112          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 113          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 114          Bnk    AllPub    Corner       Gtl      Crawfor       Norm
## 115          Lvl    AllPub    Inside       Mod      Crawfor       Norm
## 116          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 117          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 118          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 119          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 120          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 121          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 122          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 123          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 124          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 125          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 126          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 127          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 128          Bnk    AllPub    Inside       Gtl      OldTown      Feedr
## 129          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 130          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 131          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 132          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 133          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 134          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 135          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 136          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 137          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 138          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 139          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 140          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 141          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 142          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 143          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 144          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 145          Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 146          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 147          Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 148          Lvl    AllPub   CulDSac       Gtl      Gilbert       Norm
## 149          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 150          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 151          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 152          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 153          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 154          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 155          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 156          Lvl    AllPub    Corner       Gtl      Edwards     Artery
## 157          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 158          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 159          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 160          HLS    AllPub    Corner       Gtl      Gilbert       Norm
## 161          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 162          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 163          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 164          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 165          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 166          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 167          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 168          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 169          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 170          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 171          Lvl    AllPub    Inside       Gtl      OldTown      Feedr
## 172          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 173          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 174          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 175          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 176          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 177          Lvl    AllPub    Corner       Gtl      ClearCr       Norm
## 178          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 179          Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 180          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 181          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 182          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 183          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 184          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 185          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 186          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 187          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 188          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 189          Bnk    AllPub    Inside       Gtl      SawyerW      Feedr
## 190          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 191          Bnk    AllPub    Inside       Mod      Crawfor       Norm
## 192          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 193          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 194          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 195          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 196          Lvl    AllPub       FR2       Gtl      NPkVill       Norm
## 197          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 198          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 199          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 200          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 201          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 202          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 203          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 204          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 205          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 206          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 207          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 208          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 209          Low    AllPub    Inside       Mod      SawyerW       Norm
## 210          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 211          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 212          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 213          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 214          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 215          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 216          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 217          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 218          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 219          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 220          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 221          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 222          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 223          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 224          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 225          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 226          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 227          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 228          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 229          Lvl    AllPub       FR2       Gtl       Sawyer      Feedr
## 230          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 231          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 232          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 233          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 234          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 235          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 236          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 237          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 238          Lvl    AllPub   CulDSac       Gtl      SawyerW       RRNe
## 239          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 240          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 241          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 242          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 243          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 244          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 245          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 246          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 247          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 248          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 249          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 250          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 251          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 252          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 253          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 254          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 255          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 256          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 257          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 258          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 259          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 260          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 261          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 262          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 263          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 264          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 265          Bnk    AllPub    Inside       Gtl      OldTown     Artery
## 266          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 267          HLS    AllPub       FR2       Gtl      Gilbert       Norm
## 268          Bnk    AllPub    Inside       Mod        SWISU       Norm
## 269          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 270          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 271          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 272          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 273          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 274          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 275          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 276          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 277          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 278          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 279          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 280          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 281          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 282          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 283          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 284          Lvl    AllPub    Inside       Gtl      Somerst      Feedr
## 285          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 286          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 287          Bnk    AllPub    Inside       Gtl        NAmes       Norm
## 288          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 289          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 290          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 291          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 292          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 293          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 294          Lvl    AllPub    Corner       Gtl       NWAmes       PosA
## 295          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 296          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 297          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 298          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 299          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 300          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 301          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 302          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 303          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 304          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 305          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 306          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 307          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 308          Lvl    AllPub    Inside       Gtl       IDOTRR     Artery
## 309          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 310          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 311          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 312          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 313          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 314          Low    AllPub    Inside       Sev       Timber       Norm
## 315          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 316          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 317          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 318          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 319          Low    AllPub    Inside       Mod      NoRidge       Norm
## 320          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 321          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 322          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 323          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 324          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 325          Lvl    AllPub    Corner       Gtl        NAmes       PosN
## 326          Lvl    AllPub    Inside       Gtl       IDOTRR       RRAe
## 327          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 328          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 329          Bnk    AllPub    Inside       Gtl      BrkSide       PosN
## 330          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 331          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 332          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 333          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 334          Lvl    AllPub       FR3       Gtl      NridgHt       Norm
## 335          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 336          HLS    AllPub    Corner       Sev       Timber       Norm
## 337          HLS    AllPub    Corner       Gtl      StoneBr       Norm
## 338          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 339          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 340          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 341          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 342          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 343          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 344          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 345          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 346          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 347          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 348          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 349          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 350          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 351          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 352          Low    AllPub    Inside       Mod      ClearCr       Norm
## 353          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 354          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 355          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 356          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 357          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 358          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 359          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 360          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 361          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 362          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 363          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 364          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 365          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 366          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 367          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 368          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 369          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 370          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 371          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 372          Lvl    AllPub    Inside       Gtl      ClearCr      Feedr
## 373          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 374          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 375          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 376          Low    AllPub    Inside       Sev      Edwards       Norm
## 377          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 378          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 379          Lvl    AllPub    Corner       Gtl      StoneBr       Norm
## 380          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 381          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 382          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 383          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 384          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 385          Low    AllPub    Corner       Mod      ClearCr      Feedr
## 386          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 387          Lvl    AllPub       FR2       Gtl      Edwards      Feedr
## 388          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 389          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 390          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 391          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 392          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 393          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 394          Lvl    AllPub    Corner       Gtl      BrkSide      Feedr
## 395          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 396          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 397          Low    AllPub    Inside       Gtl      CollgCr       Norm
## 398          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 399          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 400          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 401          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 402          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 403          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 404          Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 405          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 406          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 407          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 408          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 409          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 410          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 411          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 412          Bnk    AllPub    Inside       Gtl      Gilbert       Norm
## 413          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 414          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 415          Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 416          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 417          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 418          Lvl    AllPub    Inside       Gtl      Crawfor      Feedr
## 419          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 420          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 421          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 422          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 423          HLS    AllPub    Inside       Mod      Mitchel     Artery
## 424          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 425          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 426          HLS    AllPub    Inside       Gtl      OldTown       Norm
## 427          Low    AllPub    Inside       Mod      SawyerW       Norm
## 428          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 429          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 430          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 431          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 432          Bnk    AllPub    Inside       Gtl      OldTown      Feedr
## 433          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 434          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 435          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 436          Lvl    AllPub   CulDSac       Gtl      CollgCr       PosN
## 437          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 438          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 439          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 440          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 441          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 442          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 443          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 444          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 445          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 446          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 447          Lvl    AllPub    Corner       Gtl        NAmes       PosA
## 448          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 449          Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 450          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 451          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 452          Low    AllPub    Inside       Mod      ClearCr       Norm
## 453          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 454          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 455          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 456          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 457          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 458          Low    AllPub   CulDSac       Mod      ClearCr       Norm
## 459          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 460          Bnk    AllPub    Corner       Gtl      BrkSide       Norm
## 461          Lvl    AllPub    Inside       Gtl      Somerst       RRAn
## 462          Lvl    AllPub    Inside       Gtl        SWISU      Feedr
## 463          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 464          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 465          HLS    AllPub    Inside       Mod      CollgCr       Norm
## 466          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 467          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 468          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 469          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 470          Lvl    AllPub    Corner       Gtl      SawyerW       RRNe
## 471          Lvl    AllPub    Corner       Gtl      StoneBr       Norm
## 472          Lvl    AllPub    Inside       Gtl       NWAmes       PosA
## 473          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 474          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 475          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 476          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 477          Lvl    AllPub    Inside       Mod      CollgCr       Norm
## 478          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 479          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 480          Bnk    AllPub    Inside       Gtl      OldTown       Norm
## 481          Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## 482          HLS    AllPub    Inside       Gtl      NridgHt       Norm
## 483          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 484          Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 485          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 486          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 487          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 488          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 489          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 490          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 491          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 492          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 493          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 494          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 495          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 496          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 497          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 498          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 499          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 500          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 501          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 502          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 503          Lvl    AllPub    Corner       Gtl      Edwards      Feedr
## 504          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 505          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 506          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 507          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 508          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 509          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 510          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 511          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 512          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 513          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 514          Bnk    AllPub    Corner       Gtl      Mitchel       Norm
## 515          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 516          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 517          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 518          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 519          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 520          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 521          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 522          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 523          Lvl    AllPub    Corner       Gtl      BrkSide      Feedr
## 524          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 525          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 526          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 527          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 528          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 529          Lvl    AllPub   CulDSac       Gtl      Crawfor       Norm
## 530          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 531          Lvl    AllPub       FR3       Gtl      BrkSide       RRNn
## 532          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 533          Low    AllPub    Inside       Mod      BrkSide       Norm
## 534          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 535          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 536          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 537          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 538          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 539          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 540          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 541          Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 542          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 543          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 544          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 545          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 546          Bnk    AllPub    Inside       Gtl      BrkSide       Norm
## 547          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 548          HLS    AllPub    Inside       Gtl      OldTown      Feedr
## 549          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 550          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 551          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 552          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 553          Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 554          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 555          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 556          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 557          Low    AllPub    Inside       Mod       IDOTRR       Norm
## 558          HLS    AllPub       FR2       Gtl      Gilbert       Norm
## 559          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 560          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 561          Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 562          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 563          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 564          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 565          Bnk    AllPub    Corner       Gtl        SWISU       Norm
## 566          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 567          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 568          Low    AllPub    Inside       Mod      SawyerW       Norm
## 569          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 570          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 571          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 572          HLS    AllPub    Corner       Gtl       Timber       Norm
## 573          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 574          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 575          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 576          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 577          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 578          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 579          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 580          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 581          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 582          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 583          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 584          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 585          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 586          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 587          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 588          Low    AllPub    Inside       Sev      ClearCr       Norm
## 589          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 590          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 591          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 592          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 593          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 594          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 595          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 596          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 597          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 598          Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 599          Lvl    AllPub    Inside       Gtl      Blueste       Norm
## 600          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 601          Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 602          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 603          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 604          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 605          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 606          Low    AllPub    Corner       Mod      CollgCr       Norm
## 607          Bnk    AllPub    Inside       Mod      Edwards       Norm
## 608          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 609          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 610          Lvl    AllPub    Inside       Gtl      CollgCr       PosN
## 611          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 612          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 613          Lvl    AllPub    Inside       Gtl      Mitchel      Feedr
## 614          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 615          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 616          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 617          HLS    AllPub    Corner       Mod        NAmes     Artery
## 618          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 619          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 620          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 621          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 622          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 623          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 624          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 625          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 626          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 627          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 628          HLS    AllPub    Inside       Sev        NAmes       Norm
## 629          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 630          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 631          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 632          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 633          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 634          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 635          Bnk    AllPub    Inside       Gtl        SWISU      Feedr
## 636          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 637          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 638          Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 639          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 640          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 641          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 642          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 643          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 644          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 645          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 646          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 647          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 648          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 649          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 650          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 651          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 652          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 653          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 654          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 655          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 656          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 657          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 658          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 659          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 660          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 661          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 662          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 663          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 664          Lvl    AllPub   CulDSac       Gtl      Somerst       RRAn
## 665          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 666          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 667          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 668          Bnk    AllPub    Corner       Mod       Sawyer       Norm
## 669          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 670          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 671          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 672          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 673          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 674          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 675          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 676          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 677          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 678          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 679          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 680          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 681          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 682          HLS    AllPub    Inside       Gtl      ClearCr       Norm
## 683          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 684          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 685          Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 686          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 687          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 688          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 689          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 690          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 691          Lvl    AllPub    Inside       Mod       Timber       Norm
## 692          Lvl    AllPub    Corner       Sev      OldTown       Norm
## 693          Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 694          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 695          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 696          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 697          Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 698          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 699          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 700          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 701          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 702          Lvl    AllPub    Inside       Gtl      OldTown      Feedr
## 703          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 704          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 705          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 706          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 707          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 708          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 709          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 710          HLS    AllPub    Inside       Mod       IDOTRR       Norm
## 711          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 712          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 713          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 714          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 715          Bnk    AllPub    Inside       Gtl      OldTown       Norm
## 716          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 717          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 718          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 719          Low    AllPub   CulDSac       Mod      StoneBr       Norm
## 720          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 721          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 722          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 723          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 724          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 725          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 726          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 727          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 728          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 729          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 730          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 731          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 732          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 733          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 734          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 735          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 736          HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 737          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 738          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 739          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 740          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 741          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 742          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 743          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 744          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 745          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 746          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 747          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 748          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 749          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 750          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 751          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 752          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 753          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 754          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 755          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 756          Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 757          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 758          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 759          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 760          Lvl    AllPub       FR2       Gtl      BrkSide      Feedr
## 761          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 762          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 763          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 764          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 765          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 766          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 767          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 768          HLS    AllPub   CulDSac       Mod      StoneBr       Norm
## 769          Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 770          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 771          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 772          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 773          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 774          Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 775          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 776          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 777          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 778          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 779          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 780          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 781          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 782          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 783          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 784          Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 785          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 786          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 787          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 788          Low    AllPub    Inside       Gtl      ClearCr       Norm
## 789          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 790          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 791          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 792          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 793          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 794          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 795          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 796          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 797          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 798          Lvl    AllPub    Corner       Gtl        SWISU      Feedr
## 799          HLS    AllPub    Inside       Mod      ClearCr      Feedr
## 800          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 801          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 802          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 803          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 804          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 805          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 806          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 807          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 808          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 809          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 810          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 811          Bnk    AllPub    Inside       Mod       IDOTRR       Norm
## 812          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 813          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 814          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 815          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 816          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 817          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 818          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 819          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 820          Bnk    AllPub    Inside       Mod      OldTown       Norm
## 821          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 822          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 823          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 824          Lvl    AllPub    Inside       Gtl      NridgHt       PosN
## 825          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 826          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 827          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 828          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 829          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 830          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 831          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 832          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 833          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 834          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 835          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 836          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 837          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 838          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 839          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 840          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 841          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 842          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 843          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 844          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 845          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 846          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 847          Bnk    AllPub    Inside       Gtl      ClearCr       Norm
## 848          Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 849          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 850          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 851          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 852          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 853          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 854          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 855          Low    AllPub    Inside       Mod      CollgCr       Norm
## 856          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 857          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 858          Lvl    AllPub    Corner       Gtl       NWAmes       PosA
## 859          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 860          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 861          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 862          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 863          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 864          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 865          HLS    AllPub    Inside       Gtl       Timber       Norm
## 866          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 867          Lvl    AllPub    Corner       Gtl      Gilbert      Feedr
## 868          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 869          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 870          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 871          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 872          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 873          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 874          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 875          HLS    AllPub    Inside       Mod      Mitchel       Norm
## 876          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 877          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 878          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 879          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 880          Lvl    AllPub   CulDSac       Gtl       Timber       Norm
## 881          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 882          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 883          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 884          Lvl    AllPub   CulDSac       Gtl      Somerst       Norm
## 885          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 886          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 887          Lvl    AllPub    Inside       Mod        NAmes       Norm
## 888          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 889          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 890          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 891          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 892          Lvl    AllPub    Inside       Gtl       Sawyer       PosN
## 893          Bnk    AllPub    Inside       Gtl      SawyerW       Norm
## 894          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 895          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 896          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 897          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 898          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 899          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 900          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 901          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 902          HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 903          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 904          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 905          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 906          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 907          Low    AllPub    Inside       Mod      Mitchel       Norm
## 908          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 909          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 910          Lvl    AllPub   CulDSac       Mod      CollgCr       Norm
## 911          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 912          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 913          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 914          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 915          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 916          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 917          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 918          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 919          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 920          Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 921          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 922          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 923          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 924          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 925          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 926          Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 927          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 928          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 929          HLS    AllPub    Inside       Gtl       Timber       Norm
## 930          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 931          Lvl    AllPub    Corner       Gtl      Somerst       RRNn
## 932          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 933          HLS    AllPub    Inside       Mod        NAmes       PosA
## 934          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 935          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 936          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 937          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 938          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 939          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 940          Lvl    AllPub       FR2       Gtl      Gilbert       RRNn
## 941          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 942          Low    AllPub    Inside       Gtl      Mitchel       Norm
## 943          Lvl    NoSeWa   CulDSac       Gtl       Timber       Norm
## 944          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 945          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 946          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 947          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 948          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 949          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 950          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 951          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 952          Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 953          Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 954          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 955          Lvl    AllPub    Inside       Gtl      Blueste       Norm
## 956          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 957          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 958          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 959          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 960          Lvl    AllPub    Corner       Gtl       NWAmes       PosN
## 961          Lvl    AllPub    Corner       Gtl      NPkVill       Norm
## 962          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 963          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 964          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 965          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 966          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 967          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 968          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 969          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 970          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 971          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 972          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 973          Lvl    AllPub    Corner       Gtl      BrkSide       RRAn
## 974          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 975          Bnk    AllPub    Inside       Gtl      BrkSide       Norm
## 976          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 977          Bnk    AllPub    Inside       Mod      Edwards       Norm
## 978          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 979          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 980          Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 981          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 982          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 983          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 984          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 985          Lvl    AllPub    Corner       Gtl      OldTown      Feedr
## 986          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 987          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 988          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 989          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 990          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 991          Lvl    AllPub    Inside       Mod        NAmes       Norm
## 992          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 993          Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## 994          Lvl    AllPub    Inside       Mod      BrkSide      Feedr
## 995          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 996          Lvl    AllPub    Inside       Gtl       NWAmes       PosA
## 997          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 998          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 999          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1000         Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 1001         Lvl    AllPub    Inside       Gtl      Somerst       RRAn
## 1002         Lvl    AllPub    Corner       Gtl       NWAmes      Feedr
## 1003         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1004         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1005         Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 1006         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1007         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 1008         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1009         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1010         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1011         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1012         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1013         Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 1014         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1015         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1016         Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 1017         Lvl    AllPub       FR2       Gtl      Gilbert       Norm
## 1018         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1019         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1020         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1021         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1022         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1023         Lvl    AllPub    Corner       Gtl       Timber       Norm
## 1024         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1025         Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 1026         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1027         Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 1028         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1029         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1030         Lvl    AllPub    Corner       Gtl        SWISU       Norm
## 1031         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1032         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1033         Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 1034         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 1035         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1036         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1037         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1038         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1039         Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 1040         Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 1041         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1042         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1043         Lvl    AllPub    Inside       Gtl       NWAmes       PosN
## 1044         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 1045         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1046         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1047         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1048         Low    AllPub    Inside       Gtl      Edwards       Norm
## 1049         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1050         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1051         Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 1052         Lvl    AllPub    Inside       Mod      Edwards       Norm
## 1053         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1054         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1055         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1056         Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 1057         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1058         HLS    AllPub    Corner       Mod      Crawfor       Norm
## 1059         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1060         Low    AllPub    Inside       Gtl       IDOTRR       Norm
## 1061         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1062         Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 1063         Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 1064         Lvl    AllPub    Inside       Mod      ClearCr       Norm
## 1065         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1066         Lvl    AllPub    Inside       Mod        NAmes       Norm
## 1067         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1068         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1069         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1070         Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 1071         Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 1072         Bnk    AllPub    Corner       Gtl      Edwards       Norm
## 1073         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1074         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1075         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1076         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1077         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1078         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1079         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1080         Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 1081         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1082         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1083         Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 1084         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1085         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1086         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1087         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1088         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1089         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1090         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1091         Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 1092         Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 1093         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1094         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1095         Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 1096         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1097         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1098         Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 1099         Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 1100         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1101         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1102         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1103         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1104         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1105         Lvl    AllPub    Corner       Gtl      SawyerW      Feedr
## 1106         HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 1107         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1108         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1109         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1110         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1111         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1112         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1113         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1114         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1115         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1116         Lvl    AllPub       FR2       Gtl       Sawyer      Feedr
## 1117         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1118         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1119         Bnk    AllPub    Inside       Mod       IDOTRR       Norm
## 1120         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1121         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1122         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1123         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1124         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1125         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1126         Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 1127         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1128         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1129         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1130         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1131         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1132         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1133         HLS    AllPub    Inside       Gtl      Gilbert       Norm
## 1134         Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 1135         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1136         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1137         Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 1138         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1139         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1140         Lvl    AllPub   CulDSac       Gtl       NWAmes       PosN
## 1141         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1142         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1143         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1144         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1145         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1146         Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 1147         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1148         Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 1149         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1150         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1151         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1152         Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 1153         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1154         Lvl    AllPub    Corner       Gtl      Veenker       Norm
## 1155         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1156         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1157         Lvl    AllPub       FR2       Gtl      Somerst      Feedr
## 1158         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1159         Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 1160         Low    AllPub   CulDSac       Gtl      Crawfor       PosN
## 1161         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1162         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1163         Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 1164         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1165         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1166         Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 1167         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1168         Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 1169         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1170         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1171         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1172         Bnk    AllPub    Inside       Gtl      ClearCr       Norm
## 1173         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1174         Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 1175         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 1176         Bnk    AllPub    Inside       Gtl      OldTown     Artery
## 1177         Lvl    AllPub       FR2       Gtl      Crawfor       Norm
## 1178         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1179         Lvl    AllPub    Corner       Gtl       Timber       Norm
## 1180         HLS    AllPub    Inside       Mod      Crawfor       Norm
## 1181         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1182         Lvl    AllPub    Inside       Mod       Timber       Norm
## 1183         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1184         Bnk    AllPub    Corner       Mod      OldTown     Artery
## 1185         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1186         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1187         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1188         Low    AllPub    Inside       Mod      Mitchel       Norm
## 1189         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1190         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1191         Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 1192         Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 1193         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1194         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1195         Bnk    AllPub    Corner       Gtl      OldTown       Norm
## 1196         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1197         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1198         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1199         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1200         Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 1201         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1202         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1203         Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 1204         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1205         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1206         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1207         Lvl    AllPub   CulDSac       Gtl      Somerst       RRNn
## 1208         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1209         Bnk    AllPub    Inside       Mod      Gilbert       Norm
## 1210         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1211         Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 1212         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1213         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1214         Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 1215         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1216         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1217         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1218         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1219         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1220         Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 1221         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1222         Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 1223         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1224         Lvl    AllPub   CulDSac       Gtl      Somerst      Feedr
## 1225         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1226         Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 1227         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1228         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1229         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1230         Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 1231         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1232         Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 1233         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1234         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
##      Condition2 BldgType HouseStyle OverallQual OverallCond YearBuilt
## 1          Norm     1Fam     2Story           7           5      2003
## 2          Norm     1Fam     1Story           6           8      1976
## 3          Norm     1Fam     2Story           7           5      2001
## 4          Norm     1Fam     2Story           7           5      1915
## 5          Norm     1Fam     2Story           8           5      2000
## 6          Norm     1Fam     1.5Fin           5           5      1993
## 7          Norm     1Fam     1Story           8           5      2004
## 8          Norm     1Fam     2Story           7           6      1973
## 9          Norm     1Fam     1.5Fin           7           5      1931
## 10       Artery   2fmCon     1.5Unf           5           6      1939
## 11         Norm     1Fam     1Story           5           5      1965
## 12         Norm     1Fam     2Story           9           5      2005
## 13         Norm     1Fam     1Story           5           6      1962
## 14         Norm     1Fam     1Story           7           5      2006
## 15         Norm     1Fam     1Story           6           5      1960
## 16         Norm     1Fam     1.5Unf           7           8      1929
## 17         Norm     1Fam     1Story           6           7      1970
## 18         Norm   Duplex     1Story           4           5      1967
## 19         Norm     1Fam     1Story           5           5      2004
## 20         Norm     1Fam     1Story           5           6      1958
## 21         Norm     1Fam     2Story           8           5      2005
## 22         Norm     1Fam     1.5Unf           7           7      1930
## 23         Norm     1Fam     1Story           8           5      2002
## 24         Norm   TwnhsE     1Story           5           7      1976
## 25         Norm     1Fam     1Story           5           8      1968
## 26         Norm     1Fam     1Story           8           5      2007
## 27         Norm     1Fam     1Story           5           7      1951
## 28         Norm     1Fam     1Story           8           5      2007
## 29         Norm     1Fam     1Story           5           6      1957
## 30         RRNn     1Fam     1Story           4           6      1927
## 31         Norm     1Fam     2Story           4           4      1920
## 32         Norm     1Fam     1Story           5           6      1966
## 33         Norm     1Fam     1Story           8           5      2007
## 34         Norm     1Fam     1Story           5           5      1959
## 35         Norm   TwnhsE     1Story           9           5      2005
## 36         Norm     1Fam     2Story           8           5      2004
## 37         Norm     1Fam     1Story           5           5      1994
## 38         Norm     1Fam     1Story           5           6      1954
## 39         Norm     1Fam     1Story           5           7      1953
## 40         Norm   Duplex     1Story           4           5      1955
## 41         Norm     1Fam     1Story           6           5      1965
## 42         Norm     1Fam     1Story           5           6      1959
## 43         Norm     1Fam     SFoyer           5           7      1983
## 44         Norm     1Fam     1Story           5           6      1975
## 45         Norm     1Fam     1Story           5           6      1959
## 46         Norm   TwnhsE     1Story           9           5      2005
## 47         Norm     1Fam     1.5Fin           7           5      2003
## 48         Norm     1Fam     1Story           8           5      2006
## 49         Norm   2fmCon     2Story           4           5      1920
## 50         Norm     1Fam     1Story           5           7      1966
## 51         Norm     1Fam     2Story           6           6      1997
## 52         Norm     1Fam     1.5Fin           6           6      1934
## 53         Norm   Duplex     1Story           5           5      1963
## 54         Norm     1Fam     1Story           9           5      1981
## 55         Norm     1Fam       SLvl           5           5      1955
## 56         Norm     1Fam     1Story           6           5      1964
## 57         Norm    Twnhs     2Story           8           5      1999
## 58         Norm     1Fam     2Story           7           5      2004
## 59         Norm     1Fam     2Story          10           5      2006
## 60         Norm     1Fam     1Story           5           7      1972
## 61         Norm     1Fam     1Story           6           5      2004
## 62         Norm     1Fam     2.5Unf           5           7      1920
## 63         Norm   TwnhsE     1Story           8           5      2006
## 64        Feedr     1Fam     2Story           7           6      1921
## 65         Norm     1Fam     2Story           7           5      1997
## 66         Norm     1Fam     2Story           8           5      2004
## 67         Norm     1Fam     1Story           7           5      1970
## 68         Norm     1Fam     1Story           7           5      2003
## 69         Norm     1Fam     1Story           4           6      1945
## 70         Norm     1Fam     1.5Fin           7           4      1953
## 71         Norm     1Fam     1Story           7           6      1973
## 72         Norm     1Fam     1Story           4           6      1982
## 73         Norm     1Fam     2Story           7           5      1998
## 74         Norm     1Fam     1Story           5           7      1954
## 75         Norm     1Fam     2Story           3           6      1915
## 76         Norm    Twnhs       SLvl           4           5      1973
## 77         Norm     1Fam     1Story           4           7      1956
## 78         Norm     1Fam     1.5Fin           5           5      1948
## 79         Norm   Duplex     1Story           4           5      1968
## 80         Norm     1Fam     2Story           5           6      1910
## 81         Norm     1Fam     2Story           6           6      1968
## 82         Norm   TwnhsE     1Story           6           5      1998
## 83         Norm     1Fam     1Story           8           5      2007
## 84         Norm     1Fam     1Story           5           5      1960
## 85         Norm     1Fam       SLvl           7           5      1995
## 86         Norm     1Fam     2Story           8           5      1991
## 87         Norm     1Fam     2Story           6           5      2005
## 88         Norm   TwnhsE     2Story           6           5      2009
## 89        Feedr     1Fam     1.5Fin           3           2      1915
## 90         Norm     1Fam     1Story           4           5      1994
## 91         Norm     1Fam     1Story           4           5      1950
## 92         Norm     1Fam     1Story           5           3      1961
## 93         Norm     1Fam     1Story           5           7      1921
## 94         Norm   2fmCon     2.5Unf           6           6      1910
## 95         Norm     1Fam     2Story           6           5      1997
## 96         Norm     1Fam     2Story           6           8      1993
## 97         Norm     1Fam     1Story           7           5      1999
## 98         Norm     1Fam     1Story           4           5      1965
## 99         Norm     1Fam     1Story           5           5      1920
## 100        Norm     1Fam     1Story           4           5      1959
## 101        Norm     1Fam     1Story           6           7      1977
## 102        Norm     1Fam     2Story           6           5      1985
## 103        Norm   Duplex     1Story           5           5      1979
## 104        Norm     1Fam     1Story           7           5      2009
## 105        Norm     1Fam     1.5Fin           7           4      1931
## 106        Norm     1Fam     2Story           8           5      2003
## 107        Norm     1Fam     1Story           4           7      1885
## 108        Norm     1Fam     1Story           5           5      1948
## 109        Norm     1Fam     1.5Fin           5           7      1919
## 110        Norm     1Fam     1Story           6           6      1977
## 111        Norm     1Fam     1.5Fin           6           4      1954
## 112        Norm     1Fam       SLvl           7           5      2000
## 113        Norm     1Fam     2Story           7           5      2007
## 114        Norm     1Fam     1Story           6           5      1953
## 115        Norm     1Fam     2Story           6           8      1945
## 116        Norm   TwnhsE     2Story           6           5      1999
## 117        Norm     1Fam     1Story           5           5      1962
## 118        Norm     1Fam     1Story           5           5      2006
## 119        Norm     1Fam     2Story           7           5      1990
## 120        Norm     1Fam     2Story           6           5      2005
## 121        Norm     1Fam       SLvl           6           5      1969
## 122        Norm     1Fam     1.5Fin           4           5      1939
## 123        Norm     1Fam     1Story           6           7      1958
## 124        Norm   TwnhsE     1Story           6           5      1993
## 125        Norm     1Fam     1Story           6           5      1979
## 126        Norm   2fmCon     1.5Fin           6           8      1935
## 127        Norm   TwnhsE     1Story           6           5      1976
## 128        Norm     1Fam     1.5Unf           5           7      1930
## 129        Norm     1Fam     2Story           6           5      1966
## 130        Norm     1Fam     1Story           5           7      1958
## 131        Norm     1Fam     2Story           7           6      1966
## 132        Norm     1Fam     2Story           6           5      2000
## 133        Norm     1Fam     1Story           5           6      1959
## 134        Norm     1Fam     1Story           8           5      2001
## 135        Norm     1Fam     1Story           5           6      1968
## 136        Norm     1Fam     1Story           7           6      1970
## 137        Norm     1Fam     1Story           5           5      1967
## 138        Norm   Duplex     1Story           7           5      1988
## 139        Norm     1Fam     2Story           8           5      1999
## 140        Norm     1Fam     2Story           6           5      1997
## 141        Norm     1Fam     1Story           4           5      1971
## 142        Norm     1Fam     1Story           7           5      2005
## 143        Norm     1Fam     1.5Fin           5           4      1952
## 144        Norm     1Fam     1Story           7           5      1999
## 145        Norm   Duplex     1Story           5           5      1963
## 146        Norm    Twnhs     2Story           6           5      2004
## 147        Norm     1Fam     1Story           5           7      1931
## 148        Norm     1Fam     2Story           7           5      2001
## 149        Norm     1Fam     1Story           7           5      2004
## 150        Norm     1Fam     1.5Fin           5           4      1936
## 151        Norm     1Fam     1Story           5           6      1975
## 152        Norm     1Fam     1Story           8           5      2007
## 153        Norm     1Fam     2Story           6           5      1971
## 154        Norm     1Fam     1Story           6           7      1960
## 155        Norm     1Fam     1Story           6           5      1923
## 156        Norm     1Fam     1.5Fin           6           5      1924
## 157        Norm     1Fam     1Story           5           7      1950
## 158        Norm     1Fam     2Story           8           5      2009
## 159        Norm     1Fam     2Story           7           5      2004
## 160        Norm     1Fam     2Story           7           5      2005
## 161        Norm     1Fam     1Story           6           6      1984
## 162        Norm     1Fam     2Story           9           5      2003
## 163        Norm     1Fam     1Story           7           5      2005
## 164        Norm     1Fam     1.5Unf           4           6      1956
## 165        Norm     1Fam     1Story           6           7      1926
## 166        Norm   2fmCon     1.5Fin           5           7      1940
## 167        Norm     1Fam     1Story           5           5      1955
## 168        Norm     1Fam     2Story           8           5      2007
## 169        Norm     1Fam     2Story           7           5      2004
## 170        Norm     1Fam     1Story           8           6      1981
## 171        Norm     1Fam     1.5Fin           5           6      1941
## 172        Norm     1Fam     1Story           6           5      1960
## 173        Norm   TwnhsE     2Story           7           7      1987
## 174        Norm     1Fam     1Story           6           5      1961
## 175        Norm     1Fam     1Story           6           5      1986
## 176        Norm     1Fam     1Story           6           7      1950
## 177        Norm     1Fam     2Story           6           5      1988
## 178        Norm     1Fam     1.5Fin           5           5      1958
## 179        Norm     1Fam     1Story           9           5      2008
## 180        Norm     1Fam     1Story           5           6      1923
## 181        Norm    Twnhs     2Story           6           5      2000
## 182        Norm     1Fam     2Story           7           6      1920
## 183        Norm     1Fam     1Story           5           6      1957
## 184        Norm     1Fam     1.5Fin           7           5      2003
## 185       Feedr     1Fam     1.5Fin           5           8      1908
## 186        Norm     1Fam     2.5Fin          10           9      1892
## 187        Norm     1Fam       SLvl           7           5      1990
## 188        Norm     1Fam     1.5Fin           5           7      1916
## 189        Norm   Duplex     SFoyer           5           5      1979
## 190        Norm   TwnhsE     1Story           8           5      2001
## 191        Norm     1Fam     2Story           8           8      1932
## 192        Norm     1Fam     2Story           7           9      1972
## 193        Norm     1Fam     1Story           7           5      1999
## 194        Norm    Twnhs     2Story           7           5      2004
## 195        Norm     1Fam     1Story           5           7      1972
## 196        Norm    Twnhs     2Story           6           6      1976
## 197        Norm     1Fam     1Story           7           5      2007
## 198        Norm     1Fam     2Story           8           4      1918
## 199        Norm     1Fam     2.5Fin           6           6      1912
## 200        Norm     1Fam     1Story           8           5      2004
## 201        Norm     1Fam     1Story           4           5      2003
## 202        Norm     1Fam     1Story           6           6      1977
## 203        Norm     1Fam     1.5Fin           6           6      1924
## 204        Norm   TwnhsE     1Story           6           5      2004
## 205        Norm     1Fam     1.5Fin           5           7      1947
## 206        Norm     1Fam     1Story           7           5      1990
## 207        Norm     1Fam     1Story           5           5      1962
## 208        Norm     1Fam     1Story           4           5      1960
## 209        Norm     1Fam     2Story           7           5      1988
## 210        Norm     1Fam     1Story           6           7      1964
## 211        Norm     1Fam     1Story           5           6      1925
## 212        Norm     1Fam     1Story           6           5      2009
## 213        Norm     1Fam     2Story           7           5      2009
## 214        Norm     1Fam     1Story           5           5      1995
## 215        Norm     1Fam     2Story           6           7      1977
## 216        Norm     1Fam     1Story           5           6      1957
## 217        Norm     1Fam     1Story           7           5      2004
## 218        Norm     1Fam     2Story           4           4      1925
## 219        Norm     1Fam     1.5Fin           7           9      1939
## 220        Norm   TwnhsE     1Story           7           5      2005
## 221        Norm     1Fam     1Story           7           5      2006
## 222        Norm     1Fam     2Story           6           5      2002
## 223        Norm     1Fam     2Story           6           6      1975
## 224        Norm     1Fam     1Story           4           6      1971
## 225        Norm     1Fam     1Story          10           5      2003
## 226        Norm    Twnhs     2Story           5           5      1971
## 227        Norm     1Fam     2Story           7           5      1995
## 228        Norm    Twnhs     2Story           6           6      1970
## 229        Norm     1Fam     1Story           5           5      1967
## 230        Norm   TwnhsE     1Story           7           5      2005
## 231        Norm     1Fam     1Story           6           6      1959
## 232        Norm     1Fam     2Story           8           5      1995
## 233        Norm    Twnhs     2Story           6           5      1972
## 234        Norm     1Fam     1Story           5           6      1976
## 235        Norm     1Fam     2Story           6           5      2002
## 236        Norm   TwnhsE     2Story           6           3      1971
## 237        Norm     1Fam     1Story           7           5      2004
## 238        Norm     1Fam     2Story           7           7      1993
## 239        Norm     1Fam     1Story           8           5      2007
## 240        Norm     1Fam     1.5Fin           6           4      1945
## 241        Norm     1Fam     1Story           8           5      2008
## 242        Norm     1Fam     1Story           5           9      1945
## 243        Norm     1Fam     1.5Fin           5           4      1900
## 244        Norm   TwnhsE     2Story           6           6      1980
## 245        Norm     1Fam     2Story           7           5      1994
## 246        Norm     1Fam     1Story           7           5      1988
## 247        Norm   2fmCon     2Story           6           8      1910
## 248        Norm     1Fam     1Story           6           5      1954
## 249        Norm     1Fam     2Story           7           5      2003
## 250        Norm     1Fam     1.5Fin           6           7      1958
## 251        Norm     1Fam     1Story           3           2      1940
## 252        Norm   TwnhsE     1Story           8           5      2006
## 253        Norm     1Fam     2Story           6           5      2004
## 254        Norm     1Fam       SLvl           6           7      1964
## 255        Norm     1Fam     1Story           5           6      1957
## 256        Norm     1Fam     2Story           7           5      1999
## 257        Norm     1Fam     2Story           6           5      2003
## 258        Norm     1Fam     1Story           7           5      2006
## 259        Norm     1Fam     2Story           7           5      2001
## 260        Norm     1Fam     1Story           5           5      1956
## 261        Norm     1Fam       SLvl           6           5      1962
## 262        Norm     1Fam     2Story           8           5      2007
## 263        Norm     1Fam       SLvl           6           7      1977
## 264        Norm     1Fam     1.5Fin           5           7      1929
## 265        Norm     1Fam     1Story           5           5      1925
## 266        Norm     1Fam     1Story           6           6      1981
## 267        Norm     1Fam     2Story           6           5      1997
## 268        Norm     1Fam     2.5Fin           5           8      1939
## 269        Norm     1Fam     1Story           5           6      1940
## 270        Norm     1Fam     1Story           6           7      1976
## 271        Norm     1Fam     2Story           8           5      2006
## 272        Norm     1Fam     1Story           7           7      1954
## 273        Norm     1Fam     2Story           8           7      1999
## 274        Norm     1Fam     1Story           6           6      1958
## 275        Norm     1Fam     1Story           5           7      1982
## 276        Norm     1Fam     1.5Fin           7           7      1925
## 277        Norm     1Fam     1Story           7           5      2003
## 278        Norm     1Fam     1Story           4           5      1951
## 279        Norm     1Fam     1Story           9           5      2006
## 280        Norm     1Fam     2Story           7           5      1977
## 281        Norm     1Fam     2Story           7           6      1989
## 282        Norm     1Fam     1Story           6           5      2006
## 283        Norm    Twnhs     1Story           7           5      2007
## 284        Norm     1Fam     1Story           8           5      2008
## 285        Norm   TwnhsE     1Story           6           5      1992
## 286        Norm   TwnhsE     2Story           7           5      2006
## 287        Norm     1Fam     1.5Fin           6           7      1962
## 288        Norm     1Fam     1Story           4           4      1971
## 289        Norm     1Fam     1Story           5           5      1967
## 290        Norm     1Fam     2Story           6           7      1915
## 291        Norm     1Fam     2Story           8           5      2006
## 292        Norm   2fmCon     2Story           5           6      1912
## 293        Norm     1Fam     1.5Fin           5           4      1949
## 294        Norm     1Fam     2Story           7           7      1977
## 295        Norm     1Fam     1Story           6           5      1953
## 296        Norm     1Fam       SLvl           6           6      1984
## 297        Norm     1Fam     1.5Fin           5           5      1950
## 298        Norm     1Fam     2Story           7           5      1997
## 299        Norm     1Fam     2Story           6           6      1968
## 300        Norm     1Fam     1Story           6           8      1950
## 301        Norm   2fmCon     1Story           5           5      1953
## 302        Norm     1Fam     2Story           8           5      1998
## 303        Norm     1Fam     1Story           7           5      2001
## 304        Norm     1Fam     1Story           5           7      1972
## 305        Norm     1Fam     2.5Fin           7           9      1880
## 306        Norm     1Fam     1Story           8           5      2004
## 307        Norm     1Fam     2Story           7           5      1990
## 308        Norm     1Fam     1.5Fin           6           7      1920
## 309        Norm     1Fam     1Story           4           5      1940
## 310        Norm     1Fam     1Story           9           5      2003
## 311        Norm     1Fam     2Story           6           5      1993
## 312        Norm     1Fam     1Story           6           6      1948
## 313        Norm   2fmCon     1.5Fin           5           7      1939
## 314        Norm     1Fam     1Story           7           5      1965
## 315        Norm     1Fam     2Story           7           7      1925
## 316        Norm     1Fam     2Story           7           5      2004
## 317        Norm     1Fam     2Story           7           7      1980
## 318        Norm     1Fam     2Story           8           5      2006
## 319        Norm     1Fam     2Story           7           5      1993
## 320        Norm     1Fam       SLvl           7           5      1980
## 321        Norm     1Fam     2Story           9           5      2006
## 322        Norm     1Fam     2Story           8           5      2004
## 323        Norm     1Fam     2Story           7           5      1986
## 324        Norm     1Fam     1Story           3           8      1955
## 325        Norm     1Fam       SLvl           7           7      1967
## 326        Norm     1Fam     1.5Unf           5           6      1941
## 327        Norm   TwnhsE     1Story           8           5      1993
## 328        Norm     1Fam     1Story           6           5      1960
## 329        Norm     1Fam     2.5Unf           6           6      1916
## 330        Norm     1Fam     2Story           5           5      1920
## 331        Norm   Duplex     1Story           5           4      1964
## 332        Norm     1Fam     1Story           5           6      1958
## 333        Norm     1Fam     1Story           8           5      2003
## 334        Norm   TwnhsE     1Story           7           5      2004
## 335        Norm     1Fam     2Story           6           5      1998
## 336        Norm   2fmCon     1.5Fin           5           6      1965
## 337        Norm     1Fam     1Story           9           5      2005
## 338        Norm     1Fam     1Story           7           5      2002
## 339        Norm     1Fam     1Story           7           7      1984
## 340        Norm     1Fam     1Story           6           7      1958
## 341        Norm     1Fam     2Story           8           5      2002
## 342        Norm     1Fam     1Story           4           4      1950
## 343        Norm   Duplex     1Story           3           4      1949
## 344        Norm   TwnhsE     1Story           9           5      2005
## 345        Norm   TwnhsE     2Story           5           3      1976
## 346        Norm     1Fam     1.5Fin           6           5      1939
## 347        Norm     1Fam     1Story           6           8      1960
## 348        Norm     1Fam     1Story           6           5      1960
## 349        Norm    Twnhs     2Story           7           5      2003
## 350        Norm     1Fam     2Story           9           5      2005
## 351        Norm   TwnhsE     1Story           9           5      2007
## 352        Norm     1Fam     1Story           7           5      1986
## 353        Norm     1Fam     1.5Fin           5           6      1941
## 354        Norm     1Fam     1Story           6           8      1928
## 355        Norm     1Fam     1.5Fin           6           5      1940
## 356        Norm     1Fam     1Story           6           5      1995
## 357        Norm     1Fam     1Story           6           6      1992
## 358        Norm   TwnhsE     1Story           5           5      1976
## 359        Norm     1Fam       SLvl           5           4      1958
## 360        Norm     1Fam     2Story           8           5      1998
## 361        Norm     1Fam     SFoyer           6           6      1978
## 362        Norm     1Fam     1.5Fin           5           5      1940
## 363        Norm     1Fam     SFoyer           7           5      2003
## 364        Norm    Twnhs     2Story           6           8      1972
## 365        Norm     1Fam     2Story           6           5      1976
## 366        Norm     1Fam     2Story           5           7      1920
## 367        Norm     1Fam     1Story           6           5      1963
## 368        Norm     1Fam       SLvl           6           5      1962
## 369        Norm     1Fam     1Story           5           6      1954
## 370        Norm     1Fam     1Story           5           7      1959
## 371        Norm     1Fam     2Story           6           5      2000
## 372        Norm     1Fam     1.5Fin           4           4      1959
## 373        Norm   TwnhsE     1Story           6           5      1984
## 374        Norm     1Fam     1Story           5           6      1953
## 375        Norm     1Fam     2Story           7           5      2003
## 376        Norm     1Fam     1Story           1           1      1922
## 377        Norm     1Fam     SFoyer           5           5      1996
## 378        Norm     1Fam     2Story           8           5      2004
## 379        Norm     1Fam     1Story           9           2      2010
## 380        Norm     1Fam     2Story           6           5      2000
## 381        Norm     1Fam     1.5Fin           5           6      1924
## 382        Norm     1Fam     1Story           7           5      2006
## 383        Norm     1Fam     2Story           7           5      2006
## 384        Norm     1Fam     1.5Unf           6           3      1928
## 385        Norm     1Fam     2Story           6           5      1992
## 386        Norm   TwnhsE     1Story           8           5      2004
## 387        Norm     1Fam     1.5Fin           5           3      1910
## 388        Norm     1Fam       SLvl           6           6      1976
## 389        Norm     1Fam     1Story           7           5      1999
## 390        Norm     1Fam     2Story          10           5      2007
## 391        Norm     1Fam     1.5Fin           5           8      1900
## 392        Norm     1Fam     2Story           6           5      2001
## 393        Norm     1Fam     1Story           5           7      1959
## 394        Norm     1Fam     1Story           4           5      1941
## 395        Norm     1Fam     1.5Fin           5           6      1940
## 396        Norm     1Fam     1Story           5           6      1956
## 397        Norm     1Fam     1Story           5           5      1972
## 398        Norm     1Fam     2Story           5           5      1962
## 399        Norm     1Fam     1Story           5           2      1920
## 400        Norm     1Fam     2Story           7           5      2006
## 401        Norm   TwnhsE     1Story           8           5      1996
## 402        Norm     1Fam     1Story           7           5      2005
## 403        Norm     1Fam     1Story           5           8      1940
## 404        Norm     1Fam     2Story           8           5      1998
## 405        Norm     1Fam     2Story           6           5      1995
## 406        Norm     1Fam     1Story           4           4      1976
## 407        Norm     1Fam     1.5Fin           6           5      1936
## 408        Norm     1Fam     2Story           6           7      1915
## 409        Norm     1Fam     2Story           7           5      2006
## 410        Norm     1Fam     2Story           8           5      2007
## 411        Norm     1Fam     1Story           5           3      1958
## 412        Norm   2fmCon     1Story           5           5      1955
## 413        Norm     1Fam     1Story           7           5      2009
## 414        Norm     1Fam     1Story           5           6      1927
## 415        Norm     1Fam     2Story           7           5      1993
## 416        Norm     1Fam     1Story           7           5      2007
## 417        Norm     1Fam     2Story           6           7      1978
## 418        Norm     1Fam     2Story           6           6      1918
## 419        Norm     1Fam     1.5Fin           5           6      1940
## 420        Norm     1Fam     1Story           5           6      1968
## 421        Norm   Duplex     SFoyer           7           5      1997
## 422        Norm     1Fam     1Story           6           7      1977
## 423        Norm     1Fam     1Story           5           5      1954
## 424        Norm     1Fam     2Story           8           5      1998
## 425        Norm     1Fam     1Story           6           5      1956
## 426        Norm     1Fam     2Story           7           8      1946
## 427        Norm     1Fam       SLvl           7           5      1989
## 428        Norm     1Fam     1Story           4           6      1957
## 429        Norm     1Fam     1Story           7           5      2007
## 430        Norm     1Fam     1Story           6           5      1988
## 431        Norm    Twnhs     2Story           6           5      1971
## 432        Norm     1Fam     1.5Fin           6           7      1920
## 433        Norm   TwnhsE     2Story           5           5      1971
## 434        Norm     1Fam     2Story           6           5      1997
## 435        Norm    Twnhs     SFoyer           4           7      1972
## 436        Norm     1Fam     2Story           7           6      1996
## 437        Norm     1Fam     1.5Fin           6           8      1920
## 438        Norm     1Fam     1.5Unf           6           7      1926
## 439        Norm     1Fam     1Story           5           6      1913
## 440        Norm     1Fam     1.5Fin           6           8      1920
## 441        Norm     1Fam     1Story          10           5      2008
## 442        Norm   Duplex     1Story           4           4      1955
## 443        Norm     1Fam     1.5Fin           5           7      1930
## 444        Norm   TwnhsE     1Story           7           5      2006
## 445        Norm     1Fam     2Story           7           5      1994
## 446        Norm     1Fam     1Story           6           5      1956
## 447        Norm     1Fam     1Story           6           6      1966
## 448        Norm     1Fam     2Story           7           5      1998
## 449        Norm     1Fam     1.5Fin           6           6      1937
## 450        Norm     1Fam     1.5Fin           3           7      1948
## 451        Norm     1Fam     1Story           6           8      1930
## 452        Norm     1Fam     1Story           7           5      1975
## 453        Norm     1Fam     2Story           6           5      1996
## 454        Norm     1Fam     2Story           8           5      2008
## 455        Norm   Duplex     1Story           5           5      1976
## 456        Norm     1Fam     1Story           7           6      1973
## 457        Norm     1Fam     2Story           5           5      1916
## 458        Norm     1Fam     1Story           4           6      1954
## 459        Norm     1Fam     2Story           8           7      1925
## 460        Norm     1Fam     1.5Fin           5           4      1950
## 461        Norm     1Fam     2Story           8           5      2009
## 462        Norm     1Fam     2Story           7           9      1936
## 463        Norm     1Fam     1Story           5           5      1965
## 464        Norm     1Fam     2Story           6           7      1934
## 465        Norm     1Fam     1Story           5           5      1978
## 466        Norm   TwnhsE     1Story           7           5      2004
## 467        Norm     1Fam     1Story           7           5      1970
## 468        Norm     1Fam     2Story           5           7      1942
## 469        Norm     1Fam     1Story           8           5      2006
## 470        Norm     1Fam     2Story           6           5      1993
## 471        Norm   TwnhsE     1Story           8           5      1985
## 472        Norm     1Fam     2Story           7           6      1977
## 473        Norm   TwnhsE       SLvl           6           5      2005
## 474        Norm     1Fam     1Story           8           5      2006
## 475        Norm   TwnhsE     1Story           8           5      2000
## 476        Norm     1Fam     1Story           5           6      1963
## 477        Norm     1Fam     1Story           6           5      1997
## 478        Norm     1Fam     2Story           9           5      2006
## 479        Norm     1Fam     1Story           8           5      2007
## 480        Norm     1Fam     1Story           4           7      1937
## 481        Norm     1Fam     1Story           9           5      2004
## 482        Norm     1Fam     1Story           9           5      2003
## 483        Norm     1Fam     2Story           7           8      1915
## 484        Norm    Twnhs     1Story           6           5      1998
## 485        Norm     1Fam     1Story           5           7      1962
## 486        Norm     1Fam     1Story           5           7      1950
## 487        Norm     1Fam     1Story           5           7      1965
## 488        Norm     1Fam     1Story           5           6      1971
## 489        Norm   2fmCon     1.5Fin           5           4      1900
## 490        Norm    Twnhs     SFoyer           4           8      1970
## 491        Norm   TwnhsE     2Story           5           6      1976
## 492        Norm     1Fam     1.5Fin           6           7      1941
## 493        Norm     1Fam     2Story           6           5      2006
## 494        Norm     1Fam     1Story           5           6      1960
## 495        Norm     1Fam     1Story           5           8      1938
## 496        Norm     1Fam     1Story           4           5      1920
## 497        Norm     1Fam     1Story           8           5      1992
## 498        Norm     1Fam     1.5Fin           7           6      1925
## 499        Norm     1Fam     1Story           5           7      1967
## 500        Norm     1Fam     1Story           5           7      1958
## 501        Norm    Twnhs     2Story           6           5      1973
## 502        Norm     1Fam     2Story           7           5      2005
## 503        Norm     1Fam     1Story           5           7      1965
## 504        Norm     1Fam     1Story           7           8      1959
## 505        Norm   TwnhsE     2Story           6           5      1974
## 506        Norm   Duplex     2Story           5           5      1952
## 507        Norm     1Fam     2Story           8           5      1993
## 508        Norm     1Fam     1Story           6           5      2009
## 509        Norm     1Fam     2Story           7           9      1928
## 510        Norm     1Fam     1Story           5           6      1959
## 511        Norm     1Fam     1Story           5           7      1951
## 512        Norm   TwnhsE     1Story           7           5      2005
## 513        Norm     1Fam     1Story           5           5      1958
## 514        Norm     1Fam     1Story           6           5      1983
## 515        Norm     1Fam     1.5Unf           5           5      1926
## 516        Norm     1Fam     1Story          10           5      2009
## 517        Norm     1Fam       SLvl           6           6      1972
## 518        Norm     1Fam     2Story           7           5      1996
## 519        Norm     1Fam     2Story           6           5      1998
## 520        Norm     1Fam     2Story           7           9      1926
## 521        Norm   2fmCon     2Story           4           7      1900
## 522        Norm     1Fam     1Story           6           6      1957
## 523        Norm     1Fam     1.5Fin           6           7      1947
## 524        Norm     1Fam     2Story           7           5      1996
## 525        Norm     1Fam     1Story           7           5      2005
## 526        Norm     1Fam     1Story           5           7      1956
## 527        Norm     1Fam     2Story           9           5      2008
## 528        Norm     1Fam     1Story           4           7      1920
## 529        Norm     1Fam     1Story           6           3      1957
## 530        Norm     1Fam       SLvl           6           5      1988
## 531       Feedr     1Fam     2Story           6           8      1920
## 532        Norm     1Fam     1Story           5           7      1955
## 533        Norm     1Fam     1Story           1           3      1946
## 534        Norm     1Fam     2Story           8           5      2004
## 535        Norm   2fmCon     2Story           5           7      1910
## 536        Norm     1Fam     2Story           7           5      1998
## 537        Norm     1Fam     1Story           4           5      1972
## 538        Norm     1Fam     1Story           5           5      1968
## 539        Norm     1Fam     1Story           8           5      2001
## 540        Norm     1Fam     1Story           9           5      2006
## 541        Norm     1Fam     2Story           8           5      2000
## 542        Norm     1Fam     1Story           7           5      1998
## 543        Norm   TwnhsE     SFoyer           7           5      1998
## 544        Norm     1Fam     2Story           7           5      2006
## 545        Norm     1Fam     1.5Fin           7           5      1988
## 546        Norm     1Fam     1.5Fin           6           7      1923
## 547        Norm     1Fam     SFoyer           5           7      1970
## 548        RRNn     1Fam     1Story           5           7      1955
## 549        Norm     1Fam     2Story           7           5      2003
## 550        Norm   TwnhsE     1Story           6           6      1977
## 551        Norm     1Fam     1Story           5           6      1957
## 552        Norm     1Fam     1Story           8           5      2006
## 553        Norm     1Fam     1Story           4           5      1949
## 554        Norm     1Fam     2Story           7           5      2003
## 555        Norm     1Fam     1.5Unf           5           6      1922
## 556        Norm     1Fam     1Story           5           5      1957
## 557        Norm     1Fam     1.5Fin           4           6      1920
## 558        Norm     1Fam     2Story           7           5      1996
## 559        Norm   TwnhsE     1Story           7           5      2003
## 560        Norm     1Fam     1Story           5           6      1957
## 561        Norm     1Fam     1Story           5           5      1974
## 562        Norm     1Fam     1Story           5           6      1940
## 563        Norm     1Fam     1.5Fin           6           7      1918
## 564        Norm     1Fam     2Story           7           5      1992
## 565        Norm     1Fam     2Story           6           4      1915
## 566        Norm     1Fam     2Story           9           5      2005
## 567        Norm     1Fam     1Story           7           5      2004
## 568        Norm     1Fam     1.5Fin           8           8      1983
## 569        Norm   Duplex     SFoyer           5           5      1979
## 570        Norm   Duplex     1Story           5           5      1965
## 571        Norm     1Fam     1Story           6           6      1959
## 572        Norm     1Fam     2Story           7           5      2009
## 573        Norm     1Fam       SLvl           7           5      2000
## 574        Norm     1Fam       SLvl           5           7      1971
## 575        Norm     1Fam     1.5Fin           5           5      1947
## 576        Norm     1Fam     1.5Fin           7           7      1928
## 577        Norm     1Fam       SLvl           5           6      1966
## 578        Norm   TwnhsE     2Story           7           5      2007
## 579        Norm     1Fam     1.5Fin           5           5      1954
## 580        Norm     1Fam     1Story           6           6      1960
## 581        Norm     1Fam     1Story           8           5      2008
## 582        Norm   Duplex     SFoyer           6           5      1990
## 583        PosA     1Fam     2.5Unf          10           9      1893
## 584        Norm     1Fam     1.5Fin           4           7      1935
## 585        Norm     1Fam     1Story           8           5      2005
## 586        Norm     1Fam     1Story           6           7      1918
## 587        Norm     1Fam     SFoyer           5           6      1982
## 588        Norm     1Fam     1Story           5           8      1968
## 589       Feedr     1Fam     1Story           5           6      1930
## 590        Norm     1Fam     2Story           7           5      2004
## 591        Norm     1Fam     2Story          10           5      2008
## 592        Norm     1Fam     1Story           5           8      1982
## 593        Norm   TwnhsE     1Story           6           5      2003
## 594        Norm     1Fam     1Story           5           6      1975
## 595        Norm     1Fam     1Story           8           5      2005
## 596        Norm     1Fam     2Story           6           7      1910
## 597        Norm   TwnhsE     1Story           7           5      2006
## 598        Norm     1Fam     1Story           5           6      1977
## 599        Norm    Twnhs     2Story           6           6      1980
## 600        Norm     1Fam     2Story           8           5      2005
## 601        Norm     1Fam     1.5Fin           6           6      1937
## 602        Norm     1Fam     2Story           8           5      1992
## 603        Norm   TwnhsE     2Story           7           5      2004
## 604        Norm     1Fam     1Story           7           5      2002
## 605        Norm     1Fam     2Story           7           6      1965
## 606        Norm     1Fam     1Story           5           5      1996
## 607        Norm     1Fam     2Story           5           8      1948
## 608        Norm     1Fam     2Story           8           6      1934
## 609        Norm     1Fam     1Story           4           5      1961
## 610        Norm     1Fam     2Story           9           5      2000
## 611        Norm     1Fam       SLvl           6           6      1978
## 612        Norm     1Fam     2Story           8           5      2001
## 613        Norm     1Fam     1Story           5           5      2007
## 614        Norm   TwnhsE     SFoyer           4           6      1972
## 615        Norm     1Fam     SFoyer           6           7      1963
## 616        Norm     1Fam     2Story           6           5      2002
## 617        Norm     1Fam     1.5Unf           6           6      1954
## 618        Norm     1Fam     1Story           9           5      2007
## 619        Norm     1Fam     2Story           8           5      2003
## 620        Norm     1Fam     1Story           3           3      1914
## 621        Norm     1Fam     2Story           6           7      1974
## 622        Norm     1Fam     1Story           5           6      1977
## 623        Norm   TwnhsE     2Story           6           5      2000
## 624        Norm     1Fam     2Story           6           5      1972
## 625        Norm     1Fam     1Story           6           6      1962
## 626        Norm     1Fam     1Story           5           5      1960
## 627        Norm     1Fam       SLvl           6           6      1955
## 628        Norm     1Fam     2Story           5           5      1969
## 629        Norm     1Fam       SLvl           6           5      1964
## 630        Norm     1Fam     2Story           5           6      1880
## 631        Norm    Twnhs     1Story           8           5      2006
## 632        Norm     1Fam     1Story           7           5      1977
## 633        Norm     1Fam     1Story           5           7      1954
## 634        Norm   Duplex     SFoyer           6           5      1980
## 635        Norm   2fmCon     2.5Fin           6           7      1914
## 636        Norm     1Fam     1Story           2           3      1936
## 637        Norm   2fmCon     1.5Fin           5           4      1954
## 638        Norm     1Fam     1Story           5           7      1910
## 639        Norm   TwnhsE     1Story           8           5      2006
## 640        Norm   TwnhsE     1Story           8           5      2003
## 641        Norm     1Fam     2Story           7           5      2001
## 642        Norm     1Fam       SLvl           8           7      1972
## 643        Norm     1Fam     2Story           5           5      1969
## 644        Norm     1Fam     1Story           9           5      2009
## 645        Norm     1Fam     1Story           6           5      1971
## 646        Norm     1Fam     1Story           5           5      1950
## 647        Norm     1Fam     1Story           6           5      1953
## 648        Norm     1Fam     2Story           6           5      1966
## 649        Norm    Twnhs     SFoyer           4           6      1970
## 650        Norm     1Fam     2Story           7           6      2007
## 651        Norm     1Fam     2Story           4           5      1940
## 652        Norm     1Fam     2Story           7           5      1996
## 653        Norm     1Fam     1.5Fin           6           7      1906
## 654        Norm     1Fam     1Story           8           6      1995
## 655        Norm    Twnhs     2Story           6           5      1971
## 656        Norm     1Fam     1Story           5           7      1959
## 657        Norm     1Fam     2Story           7           6      1931
## 658        Norm     1Fam     1.5Fin           6           5      1948
## 659        Norm     1Fam     1Story           5           7      1964
## 660        Norm     1Fam     2Story           7           7      1976
## 661        Norm     1Fam     2Story           8           7      1994
## 662        Norm     1Fam     1Story           6           3      1968
## 663        Norm     1Fam     SFoyer           4           5      1972
## 664        Norm     1Fam     1Story           8           5      2005
## 665        Norm     1Fam     2Story           8           5      2000
## 666        Norm     1Fam     2Story           6           5      1965
## 667        Norm     1Fam     1Story           6           5      1994
## 668        Norm     1Fam     1Story           5           6      1956
## 669        Norm     1Fam     1Story           4           5      1922
## 670        Norm     1Fam     2Story           6           5      2005
## 671        Norm     1Fam     2Story           6           6      1925
## 672        Norm     1Fam     1Story           6           6      1977
## 673        Norm     1Fam     1Story           6           7      1957
## 674        Norm     1Fam     1Story           6           6      1965
## 675        Norm    Twnhs     2Story           6           6      1978
## 676        Norm     1Fam     2Story           4           2      1900
## 677        Norm     1Fam     1Story           5           8      1924
## 678        Norm     1Fam     1Story           8           5      2008
## 679        Norm     1Fam     1Story           5           5      1961
## 680        Norm   TwnhsE     1Story           6           5      1980
## 681        Norm     1Fam     1.5Fin           5           5      1932
## 682        Norm     1Fam     1Story           6           5      1996
## 683        Norm     1Fam     1Story           9           5      2002
## 684        Norm     1Fam     2Story           7           5      1998
## 685        Norm   TwnhsE     2Story           7           5      1984
## 686        Norm     1Fam     2Story           7           6      2007
## 687        Norm   TwnhsE     2Story           7           5      2004
## 688        Norm     1Fam     1Story           8           6      2007
## 689        Norm   TwnhsE     1Story           6           5      2005
## 690        Norm   TwnhsE     1Story           6           5      2004
## 691        Norm     1Fam     2Story           7           5      1989
## 692        Norm     1Fam     1Story           5           6      1921
## 693        Norm     1Fam     1.5Fin           5           6      1936
## 694        Norm     1Fam     1Story           6           6      1987
## 695        Norm     1Fam     1Story           5           7      1921
## 696        Norm     1Fam     1Story           5           7      1952
## 697        Norm     1Fam     1Story           5           8      1965
## 698        Norm   TwnhsE     1Story           7           5      2004
## 699        Norm     1Fam     1Story           8           5      2002
## 700        Norm     1Fam     1Story           7           5      1969
## 701        Norm     1Fam     2Story           8           5      2006
## 702        Norm   2fmCon     2Story           5           9      1900
## 703        Norm     1Fam     1Story           7           5      2004
## 704        Norm   2fmCon     2Story           4           5      1930
## 705        Norm     1Fam     1Story           7           5      1971
## 706        Norm   TwnhsE     1Story           8           5      2006
## 707        Norm     1Fam     2Story           7           5      2007
## 708        Norm     1Fam     1Story           5           7      1966
## 709        Norm     1Fam     1Story           3           6      1935
## 710        Norm     1Fam     1.5Fin           4           7      1900
## 711        Norm   TwnhsE     1Story           8           5      1988
## 712        Norm   2fmCon     1Story           4           5      1970
## 713        Norm     1Fam     2Story           6           8      1976
## 714        Norm     1Fam     1Story           6           5      1974
## 715        Norm     1Fam     2Story           7           8      1890
## 716        Norm     1Fam     1Story           5           6      1973
## 717        Norm     1Fam     2Story           7           5      1993
## 718        Norm     1Fam     1Story           5           6      1969
## 719        Norm     1Fam     1Story           8           5      1985
## 720        Norm   TwnhsE     1Story           6           5      2004
## 721        Norm     1Fam     1Story           4           7      1970
## 722        Norm     1Fam     1.5Fin           4           6      1954
## 723        Norm     1Fam     1Story           9           5      2007
## 724        Norm     1Fam     1Story           4           6      1970
## 725        Norm     1Fam     1Story           6           9      1988
## 726        Norm     1Fam     1Story           7           5      2007
## 727        Norm   Duplex     1Story           5           5      1958
## 728        Norm     1Fam     1.5Fin           4           5      1925
## 729        Norm   TwnhsE     1Story           8           5      1995
## 730        Norm     1Fam       SLvl           7           5      2003
## 731        Norm     1Fam     2Story           7           5      1998
## 732        Norm     1Fam     1Story           5           6      1961
## 733        Norm     1Fam     1Story           5           5      1968
## 734        Norm     1Fam     2.5Unf           7           7      1914
## 735        Norm   Duplex     1Story           3           4      1950
## 736        Norm     1Fam     2Story           8           5      2005
## 737        Norm   Duplex     1Story           5           5      1987
## 738        Norm     1Fam     2Story           7           5      2004
## 739        Norm     1Fam     2Story           5           7      1910
## 740        Norm     1Fam     1Story           6           8      1961
## 741        Norm     1Fam     1Story           7           5      2000
## 742        Norm     1Fam       SLvl           5           6      1963
## 743        Norm   TwnhsE     1Story           8           5      1993
## 744        Norm     1Fam     2Story           8           9      1976
## 745        Norm     1Fam     2Story           7           5      2000
## 746        Norm     1Fam     2Story           7           7      1880
## 747        Norm     1Fam     1Story           7           5      1996
## 748        Norm     1Fam     1.5Fin           4           3      1945
## 749        Norm     1Fam     1.5Fin           4           7      1910
## 750        Norm     1Fam     2Story           7           5      2003
## 751        Norm     1Fam     1Story           6           5      1997
## 752        Norm     1Fam     2Story           8           5      2005
## 753        Norm     1Fam     1Story           6           8      1969
## 754        Norm   TwnhsE     2Story           6           5      1999
## 755        Norm     1Fam     2Story           8           5      2007
## 756        Norm     1Fam     2Story           6           5      1978
## 757        Norm    Twnhs     2Story           7           5      1999
## 758        Norm     1Fam     2Story           8           5      1995
## 759        Norm     1Fam     1Story           6           6      1959
## 760        Norm     1Fam     1Story           5           5      1924
## 761        Norm     1Fam     2Story           7           5      2009
## 762        Norm     1Fam     2Story           8           5      1999
## 763        Norm   TwnhsE     1Story           8           5      1995
## 764        Norm     1Fam     1Story           9           5      2008
## 765        Norm     1Fam     2Story           7           5      1988
## 766        Norm     1Fam     1.5Fin           6           7      1940
## 767        Norm     1Fam     1Story           7           5      2004
## 768        Norm     1Fam     2Story           8           5      2003
## 769        Norm     1Fam     SFoyer           5           5      1982
## 770        Norm     1Fam     1Story           4           5      1951
## 771        Norm     1Fam       SLvl           6           5      1976
## 772        Norm     1Fam     1Story           5           5      1958
## 773        Norm     1Fam     1Story           8           5      2006
## 774        Norm   TwnhsE     1Story           6           5      1998
## 775        Norm     1Fam     1Story           7           5      2005
## 776        Norm     1Fam     1Story           5           5      1974
## 777        Norm   Duplex     1Story           5           5      1977
## 778        Norm   Duplex     SFoyer           6           5      1977
## 779        Norm     1Fam     1Story           7           5      1995
## 780        Norm     1Fam     2Story           6           5      1992
## 781        Norm     1Fam     1Story           7           5      2001
## 782        Norm     1Fam     SFoyer           5           6      1978
## 783        Norm     1Fam     2.5Unf           6           6      1914
## 784        Norm     1Fam     1Story           6           5      1967
## 785        Norm     1Fam     1.5Fin           5           6      1915
## 786        Norm     1Fam     2Story           7           5      2004
## 787        Norm     1Fam     1Story           4           7      1954
## 788        Norm     1Fam     2Story           6           8      1966
## 789        Norm   TwnhsE     1Story           7           5      2005
## 790        Norm     1Fam       SLvl           6           5      1976
## 791        Norm     1Fam     2Story           7           5      1996
## 792        Norm     1Fam     1Story           8           5      2007
## 793        Norm     1Fam     2Story           7           5      1994
## 794        Norm     1Fam     2Story           6           6      1980
## 795        Norm     1Fam     1Story           6           5      1977
## 796        Norm     1Fam     1Story           5           5      1953
## 797        Norm     1Fam     2Story           9           5      2008
## 798        Norm     1Fam     1.5Fin           5           7      1937
## 799        Norm     1Fam     2Story           6           5      1997
## 800        Norm     1Fam     1Story           4           7      1916
## 801        Norm     1Fam     2Story           7           5      2005
## 802        Norm     1Fam     2Story           9           5      2008
## 803        Norm     1Fam     1Story           5           5      1954
## 804        Norm     1Fam     1Story           7           5      2008
## 805        Norm     1Fam       SLvl           5           5      1967
## 806        Norm     1Fam     2Story           5           6      1923
## 807        Norm     1Fam       SLvl           5           5      1966
## 808        Norm     1Fam     2.5Unf           5           5      1898
## 809        Norm     1Fam     1Story           6           6      1974
## 810        Norm   TwnhsE     1Story           6           5      2004
## 811        Norm     1Fam     1Story           5           5      1952
## 812        Norm     1Fam     1Story           6           6      1958
## 813        Norm     1Fam     1.5Fin           5           7      1918
## 814        Norm     1Fam     1Story           7           5      1998
## 815        Norm     1Fam     1Story           5           6      1954
## 816        Norm     1Fam     1Story           8           5      2002
## 817        Norm     1Fam       SLvl           6           7      1971
## 818        Norm   TwnhsE     1Story           7           5      2009
## 819        Norm     1Fam     2Story           7           5      2003
## 820        Norm   2fmCon     1Story           4           4      1953
## 821        Norm     1Fam     2Story           7           5      2003
## 822        Norm     1Fam     1.5Fin           6           7      1940
## 823        Norm     1Fam     1Story           8           5      2006
## 824        PosN     1Fam     1Story          10           5      2007
## 825        Norm     1Fam     1.5Unf           5           6      1924
## 826        Norm     1Fam     1Story           7           5      2001
## 827        Norm     1Fam     2Story           5           5      1967
## 828        Norm    Twnhs     2Story           7           5      2005
## 829        Norm     1Fam     1Story           6           5      1957
## 830        Norm   TwnhsE     2Story           7           5      2005
## 831        Norm     1Fam     2Story           7           6      2003
## 832        Norm     1Fam     1Story           6           6      1964
## 833        Norm     1Fam     1Story           5           6      1961
## 834        Norm     1Fam     1Story           4           7      1950
## 835        Norm     1Fam     1Story           5           6      1948
## 836        Norm    Twnhs     2Story           6           5      1973
## 837        Norm     1Fam     1Story           5           6      1995
## 838        Norm     1Fam     1.5Fin           5           6      1946
## 839        Norm     1Fam     2Story           6           8      1925
## 840        Norm     1Fam     2Story           5           8      1904
## 841        Norm     1Fam       SLvl           6           7      1966
## 842        Norm   Duplex     1Story           5           4      1961
## 843        Norm     1Fam     1.5Fin           5           8      1915
## 844        Norm     1Fam     SFoyer           5           5      1975
## 845        Norm     1Fam     2Story           7           5      1993
## 846        Norm     1Fam     1Story           5           6      1972
## 847        Norm     1Fam     1.5Fin           6           8      1908
## 848        Norm     1Fam       SLvl           6           7      1976
## 849        Norm   TwnhsE     1Story           6           5      2003
## 850        Norm   TwnhsE     1Story           8           5      2003
## 851        Norm     1Fam     2.5Unf           7           5      1941
## 852        Norm     1Fam       SLvl           6           6      1964
## 853        Norm     1Fam     1Story           5           4      1955
## 854        Norm     1Fam     1Story           5           8      1962
## 855        Norm     1Fam       SLvl           6           6      1978
## 856        Norm     1Fam     2Story           6           5      1994
## 857        Norm     1Fam     1Story           7           5      1976
## 858        Norm     1Fam     2Story           6           7      1968
## 859        Norm     1Fam     1.5Fin           7           8      1918
## 860        Norm   2fmCon     1Story           5           4      1965
## 861        Norm     1Fam     1Story           6           5      1984
## 862        Norm     1Fam     1Story           5           5      1959
## 863        Norm     1Fam     1Story           7           5      2007
## 864        Norm     1Fam     1Story           5           6      1970
## 865        Norm     1Fam     1Story           8           5      2006
## 866        Norm     1Fam     1Story           4           5      1961
## 867        Norm     1Fam     2Story           5           6      1948
## 868        Norm     1Fam     2Story           7           5      1993
## 869        Norm     1Fam     1Story           5           5      1962
## 870        Norm     1Fam     2Story           6           5      1998
## 871        Norm     1Fam     1Story           5           7      1953
## 872        Norm     1Fam     1Story           5           7      1949
## 873        Norm     1Fam     1.5Fin           5           6      1941
## 874        Norm     1Fam     2Story           8           5      2007
## 875        Norm     1Fam     1Story           4           5      1963
## 876        Norm     1Fam     2Story           9           5      2004
## 877        Norm     1Fam     SFoyer           5           7      1961
## 878        Norm     1Fam     1Story           5           8      1978
## 879        Norm     1Fam     1Story           5           5      2005
## 880        Norm     1Fam     1.5Fin           7           5      1990
## 881        Norm     1Fam     2Story           6           5      1992
## 882        Norm     1Fam     2.5Fin           4           5      1912
## 883        Norm     1Fam     1Story           5           5      1967
## 884        Norm   TwnhsE     1Story           9           5      1999
## 885        Norm   Duplex     1Story           5           5      1959
## 886        Norm     1Fam     1.5Fin           5           7      1955
## 887        Norm     1Fam     1Story           8           6      1970
## 888        Norm     1Fam     1Story           6           4      1953
## 889        Norm     1Fam     1.5Fin           5           7      1949
## 890        Norm     1Fam     2Story           6           5      1978
## 891        Norm     1Fam     1Story           6           8      1963
## 892        Norm     1Fam     1Story           5           5      1954
## 893        Norm   Duplex     1Story           5           5      1979
## 894        Norm     1Fam     2Story           6           5      1963
## 895        Norm     1Fam     1Story           4           6      1936
## 896        Norm   Duplex     2Story           5           5      1979
## 897        Norm     1Fam     1Story           9           5      2009
## 898        Norm     1Fam     1Story           5           7      1961
## 899        Norm     1Fam     1Story           4           6      1971
## 900        Norm     1Fam     1Story           5           7      1957
## 901        Norm     1Fam     2Story           7           5      2003
## 902        Norm     1Fam     1Story           7           5      2006
## 903        Norm     1Fam     1Story           5           6      1967
## 904        Norm     1Fam     1Story           5           5      1954
## 905        Norm     1Fam     1Story           8           5      2006
## 906        Norm     1Fam     1.5Fin           7           7      1936
## 907        Norm     1Fam     1Story           5           5      1983
## 908        Norm     1Fam     2Story           6           5      2005
## 909        Norm   Duplex     2Story           5           5      1960
## 910        Norm     1Fam     1Story           5           7      1977
## 911        Norm     1Fam     1Story           5           7      1925
## 912        Norm   Duplex     2Story           5           6      1949
## 913        Norm   TwnhsE     2Story           6           5      2009
## 914        Norm    Twnhs     2Story           4           5      1970
## 915        Norm     1Fam     1Story           2           3      1949
## 916        Norm     1Fam     1Story           4           6      1956
## 917        Norm     1Fam     2Story           7           5      1991
## 918        Norm     1Fam     1Story           6           8      1958
## 919        Norm     1Fam     2Story           6           5      1994
## 920        Norm   Duplex     1.5Fin           5           7      1900
## 921        Norm     1Fam     1Story           6           5      2005
## 922        Norm   TwnhsE     1Story           6           5      1993
## 923        Norm     1Fam     1Story           6           6      1980
## 924        Norm     1Fam     1Story           5           6      1977
## 925        Norm     1Fam     2Story           8           5      2003
## 926        Norm     1Fam     2Story           7           5      1968
## 927        Norm     1Fam     1Story           8           5      2001
## 928        Norm     1Fam     2Story           7           5      1997
## 929        Norm     1Fam     1Story           8           5      2007
## 930        Norm     1Fam     1Story           5           6      1965
## 931        Norm     1Fam     1Story           9           5      2006
## 932        Norm     1Fam     1Story           7           5      2004
## 933        Norm     1Fam     1Story           7           7      1960
## 934        Norm     1Fam     1Story           4           5      1926
## 935        Norm     1Fam     1Story           7           5      2003
## 936        Norm     1Fam     2Story           7           5      2005
## 937        Norm     1Fam     2Story           7           5      2006
## 938        Norm     1Fam     2Story           7           7      1940
## 939        Norm   Duplex     1Story           6           5      1976
## 940        Norm     1Fam     2Story           7           5      1999
## 941        Norm   Duplex     1Story           4           3      1977
## 942        Norm   Duplex     1Story           5           4      1967
## 943        Norm     1Fam       SLvl           6           6      1958
## 944        Norm     1Fam     1.5Fin           5           6      1890
## 945        Norm     1Fam       SLvl           5           6      1959
## 946        Norm     1Fam     1Story           8           5      2002
## 947        Norm     1Fam     2Story           7           5      2002
## 948        Norm     1Fam     1Story           6           7      1972
## 949        Norm     1Fam     1Story           5           8      1950
## 950        Norm     1Fam     1Story           5           5      1965
## 951        Norm     1Fam     SFoyer           5           8      1972
## 952        Norm     1Fam     2Story           5           4      1969
## 953        Norm   Duplex     SFoyer           6           5      1975
## 954        Norm   Duplex     2Story           6           6      1946
## 955        Norm   TwnhsE     2Story           6           6      1980
## 956        Norm     1Fam     1Story           5           5      1962
## 957        Norm     1Fam     1Story           7           5      2003
## 958        Norm    Twnhs     2Story           7           5      1999
## 959        Norm     1Fam     1Story           5           7      1958
## 960        Norm     1Fam     2Story           6           7      1977
## 961        Norm   TwnhsE     2Story           6           6      1976
## 962        Norm     1Fam     1Story           9           5      2007
## 963        Norm     1Fam     2Story           7           5      2002
## 964        Norm     1Fam     2Story           6           5      2005
## 965        Norm     1Fam     1.5Fin           5           7      1940
## 966        Norm     1Fam     1Story           5           7      1955
## 967        Norm     1Fam     1.5Fin           3           6      1910
## 968        Norm   2fmCon       SLvl           6           5      1958
## 969        Norm     1Fam     1.5Fin           4           4      1949
## 970        Norm    Twnhs     2Story           7           5      2003
## 971        Norm   TwnhsE     1Story           6           5      1979
## 972        Norm     1Fam     1Story           7           5      2007
## 973       Feedr     1Fam     2Story           7           8      1910
## 974        Norm    Twnhs     2Story           7           5      2000
## 975        Norm     1Fam     1Story           4           7      1923
## 976        Norm   TwnhsE     1Story           7           5      2006
## 977        Norm     1Fam     1Story           4           5      1954
## 978        Norm     1Fam     1Story           5           6      1963
## 979        Norm     1Fam     SFoyer           7           9      1961
## 980        Norm     1Fam     2Story           8           5      1998
## 981        Norm     1Fam     1Story           7           5      2007
## 982        Norm     1Fam     2Story           8           5      2002
## 983        Norm   Duplex     1.5Fin           5           5      1977
## 984        Norm   2fmCon     1Story           5           5      1950
## 985        Norm     1Fam     1.5Fin           6           8      1910
## 986        Norm     1Fam     1Story           9           5      2009
## 987        Norm     1Fam     2Story           6           6      1976
## 988        Norm     1Fam     2Story           7           5      2006
## 989        Norm     1Fam     2Story           8           5      1997
## 990        Norm     1Fam     2Story           8           9      1882
## 991        Norm     1Fam     2Story           6           8      1964
## 992        Norm     1Fam     2Story           6           5      2005
## 993        Norm     1Fam     1Story          10           5      2006
## 994        Norm     1Fam     1.5Fin           4           7      1946
## 995        Norm     1Fam     1Story           5           6      1961
## 996        Norm     1Fam     1Story           6           6      1970
## 997        Norm     1Fam     1Story           3           4      1922
## 998        Norm     1Fam     1Story           7           5      2006
## 999        Norm     1Fam     1Story           3           3      1952
## 1000       Norm     1Fam     1Story           5           6      1920
## 1001       Norm     1Fam     1Story           8           5      2006
## 1002       RRAn   Duplex     1Story           5           6      1976
## 1003       Norm   TwnhsE     1Story           7           5      2005
## 1004       Norm     1Fam       SLvl           5           8      1977
## 1005       Norm     1Fam     1Story           6           3      1970
## 1006       Norm   TwnhsE     2Story           4           4      1970
## 1007       Norm     1Fam     1Story           7           5      2004
## 1008       Norm     1Fam     1.5Fin           5           5      1926
## 1009       Norm     1Fam     1.5Fin           5           5      1948
## 1010       Norm   Duplex     1Story           5           5      1965
## 1011       Norm     1Fam     2Story           6           7      1923
## 1012       Norm     1Fam     1Story           5           4      1910
## 1013       Norm     1Fam     1Story           6           5      1948
## 1014       Norm     1Fam     2Story           8           6      2001
## 1015       Norm     1Fam     1Story           7           5      1996
## 1016       Norm   TwnhsE     1Story           8           5      1984
## 1017       Norm     1Fam       SLvl           7           5      1991
## 1018       Norm   TwnhsE     1Story           7           5      2005
## 1019       Norm     1Fam     1Story           4           5      2005
## 1020       Norm     1Fam     1Story           7           5      2006
## 1021       Norm     1Fam     1.5Fin           5           5      1930
## 1022       Norm   TwnhsE     1Story           7           5      2005
## 1023       Norm     1Fam     1Story           8           6      1976
## 1024       Norm     1Fam     1Story           5           5      1972
## 1025       Norm     1Fam     1Story           5           5      1960
## 1026       Norm     1Fam     1Story           8           5      2007
## 1027       Norm     1Fam     1.5Fin           5           5      1941
## 1028       Norm    Twnhs     2Story           6           7      1972
## 1029       Norm   2fmCon     2Story           5           8      1916
## 1030       Norm     1Fam     2.5Fin           7           3      1920
## 1031       Norm     1Fam     2Story           8           7      1993
## 1032       Norm     1Fam     1Story           7           5      2002
## 1033       Norm     1Fam     1Story           5           7      1938
## 1034       Norm     1Fam     1Story           4           3      1957
## 1035       Norm     1Fam     1Story           9           5      2007
## 1036       Norm     1Fam     2Story           8           5      2001
## 1037       Norm    Twnhs     2Story           4           6      1970
## 1038       Norm   TwnhsE     SFoyer           4           4      1970
## 1039       Norm     1Fam     1Story           5           4      1957
## 1040       Norm     1Fam     2Story           6           8      1966
## 1041       Norm    Twnhs     1Story           6           5      2005
## 1042       Norm     1Fam     2Story           7           5      1990
## 1043       Norm     1Fam     1Story           8           5      1981
## 1044       Norm     1Fam     1Story           3           5      1955
## 1045       Norm     1Fam     2Story           9           5      2005
## 1046       Norm     1Fam     1Story           5           5      1994
## 1047       Norm     1Fam     1Story           5           4      1960
## 1048       Norm     1Fam     1Story           4           7      1946
## 1049       Norm     1Fam     1Story           7           5      2007
## 1050       Norm     1Fam     1Story           7           5      2007
## 1051       Norm     1Fam     2Story           6           6      1964
## 1052       Norm     1Fam     1Story           5           6      1957
## 1053       Norm     1Fam     2Story           8           5      2002
## 1054       Norm     1Fam     1Story           6           5      1976
## 1055       Norm   TwnhsE     1Story           7           5      2005
## 1056       Norm     1Fam     2Story           7           6      1994
## 1057       Norm     1Fam     2Story           9           5      2008
## 1058       Norm     1Fam     1.5Fin           6           7      1932
## 1059       Norm   TwnhsE     1Story           8           5      2001
## 1060       Norm     1Fam     1Story           3           4      1935
## 1061       Norm   2fmCon     2Story           5           5      1900
## 1062       Norm     1Fam     1Story           6           6      1925
## 1063       Norm     1Fam     1Story           5           6      1966
## 1064       Norm     1Fam     2Story           7           5      1996
## 1065       Norm     1Fam     2Story           6           7      1993
## 1066       Norm     1Fam     2Story           6           6      1964
## 1067       Norm   TwnhsE     2Story           6           4      1973
## 1068       Norm     1Fam     1.5Unf           5           7      1949
## 1069       Norm     1Fam     1Story           5           5      1956
## 1070       Norm     1Fam     2Story           6           6      1968
## 1071       Norm     1Fam     1.5Fin           5           3      1948
## 1072       Norm     1Fam     2Story           6           6      1977
## 1073       Norm     1Fam     1Story           7           5      2006
## 1074       Norm     1Fam     2Story           7           6      1940
## 1075       Norm     1Fam     1.5Fin           5           8      1936
## 1076       Norm     1Fam     1Story           5           5      1969
## 1077       Norm   TwnhsE     1Story           6           5      2004
## 1078       Norm     1Fam     1Story           5           5      1994
## 1079       Norm     1Fam     1Story           6           7      1971
## 1080       Norm     1Fam     1Story           5           5      1963
## 1081       Norm     1Fam     1Story           7           5      2002
## 1082       Norm     1Fam     1Story           6           6      1964
## 1083       Norm     1Fam     2Story           6           5      1995
## 1084       Norm     1Fam     SFoyer           6           6      1992
## 1085       Norm   TwnhsE     2Story           4           5      1973
## 1086       Norm     1Fam     2Story           8           5      2005
## 1087       Norm    Twnhs     2Story           7           5      2004
## 1088       Norm   TwnhsE     1Story           8           5      2005
## 1089       Norm   Duplex     1Story           3           4      1950
## 1090       Norm    Twnhs     2Story           7           5      1999
## 1091       Norm     1Fam     1.5Fin           6           5      1925
## 1092       Norm     1Fam     1Story           5           8      1965
## 1093       Norm     1Fam     1Story           5           7      1956
## 1094       Norm     1Fam     1Story           6           5      2006
## 1095       Norm     1Fam     2Story           6           7      1914
## 1096       Norm   TwnhsE     1Story           8           5      1986
## 1097       Norm     1Fam     1.5Fin           4           6      1936
## 1098       Norm     1Fam     1Story           7           5      1978
## 1099       Norm     1Fam     1Story           2           5      1920
## 1100       Norm     1Fam     1Story           5           5      1971
## 1101       Norm     1Fam     1Story           5           7      1960
## 1102       Norm     1Fam     1Story           6           6      1959
## 1103       Norm   TwnhsE     2Story           5           5      1970
## 1104       Norm     1Fam     2Story           8           5      1994
## 1105       Norm     1Fam     1Story           7           5      1990
## 1106       Norm     1Fam     2Story           7           5      2006
## 1107       Norm     1Fam     2Story           6           5      2000
## 1108       Norm     1Fam     1Story           8           5      2004
## 1109       Norm     1Fam     2Story           6           5      1995
## 1110       Norm     1Fam     2Story           7           6      1976
## 1111       Norm     1Fam     1Story           5           7      1957
## 1112       Norm     1Fam     1Story           5           7      1953
## 1113       Norm     1Fam     1Story           5           7      1954
## 1114       Norm     1Fam     1Story           8           5      2007
## 1115       Norm     1Fam       SLvl           8           5      2002
## 1116       Norm     1Fam     1Story           5           7      1967
## 1117       Norm     1Fam       SLvl           5           6      1958
## 1118       Norm     1Fam     1Story           5           5      1959
## 1119       Norm     1Fam     1Story           6           5      1920
## 1120       Norm     1Fam     1Story           7           5      2005
## 1121       Norm     1Fam     1Story           4           3      1956
## 1122       Norm     1Fam     1Story           5           9      1947
## 1123       Norm     1Fam       SLvl           7           5      1992
## 1124       Norm     1Fam     1Story           4           5      1955
## 1125       Norm   TwnhsE     1Story           7           5      2007
## 1126       Norm     1Fam     1Story           7           5      2004
## 1127       Norm     1Fam     2Story           7           5      2004
## 1128       Norm   Duplex     SFoyer           5           5      1980
## 1129       Norm     1Fam     1.5Fin           4           3      1928
## 1130       Norm     1Fam     1Story           5           5      1991
## 1131       Norm     1Fam     2Story           6           4      1880
## 1132       Norm     1Fam     2Story           8           5      1995
## 1133       Norm     1Fam     2Story           6           5      1997
## 1134       Norm     1Fam     1Story           6           5      1926
## 1135       Norm     1Fam     1.5Fin           6           5      1950
## 1136       Norm     1Fam     1.5Fin           5           8      1875
## 1137       Norm     1Fam     1Story           6           5      1977
## 1138       Norm     1Fam     1Story           5           5      1920
## 1139       Norm     1Fam     1Story           5           7      1951
## 1140       Norm     1Fam     2Story           5           7      1976
## 1141       Norm     1Fam     2Story           8           5      2006
## 1142       Norm     1Fam     1Story           5           3      1959
## 1143       Norm   2fmCon     1.5Fin           4           4      1941
## 1144       Norm     1Fam     1.5Fin           5           6      1928
## 1145       Norm     1Fam     1Story           6           5      1985
## 1146       Norm     1Fam     2Story           7           7      1941
## 1147       Norm     1Fam     1.5Fin           7           7      1926
## 1148       Norm     1Fam     2Story           7           9      1920
## 1149       Norm     1Fam     1Story           6           5      1950
## 1150       Norm     1Fam     1Story           5           4      1959
## 1151       Norm     1Fam     1Story           6           7      1956
## 1152       Norm     1Fam     1Story           6           8      1930
## 1153       Norm     1Fam     2Story           7           6      1965
## 1154       Norm     1Fam     1Story           5           8      1976
## 1155       Norm     1Fam       SLvl           5           8      1965
## 1156       Norm    Twnhs     1Story           7           5      2007
## 1157       Norm     1Fam     1Story           8           5      2007
## 1158       Norm     1Fam     2Story           6           6      1974
## 1159       Norm    Twnhs     2Story           6           5      1978
## 1160       Norm     1Fam     1Story           6           7      1954
## 1161       Norm     1Fam     1Story           5           5      1968
## 1162       Norm   Duplex     SFoyer           4           4      1969
## 1163       Norm     1Fam       SLvl           5           7      1978
## 1164       Norm     1Fam     1Story           7           5      2009
## 1165       Norm     1Fam     1Story           8           5      2008
## 1166       Norm     1Fam     2Story           6           5      2000
## 1167       Norm     1Fam     2Story           6           7      1935
## 1168       Norm     1Fam     2Story          10           5      1995
## 1169       Norm     1Fam       SLvl           6           6      1977
## 1170       Norm     1Fam     1Story           6           6      1958
## 1171       Norm   TwnhsE     2Story           7           5      2006
## 1172       Norm     1Fam     1.5Fin           5           6      1946
## 1173       Norm     1Fam     2Story           6           8      1932
## 1174       Norm     1Fam     1.5Fin           8           5      1992
## 1175       Norm     1Fam     1Story           5           5      1984
## 1176       Norm     1Fam     1.5Fin           6           8      1926
## 1177       Norm     1Fam     1.5Fin           5           6      1921
## 1178       Norm     1Fam     1Story           5           5      1954
## 1179       Norm     1Fam     2Story           7           5      1990
## 1180       Norm   TwnhsE     1Story           8           5      2008
## 1181       Norm     1Fam     1Story           5           6      1920
## 1182       Norm     1Fam     1Story           5           4      1963
## 1183       Norm     1Fam     1.5Fin           5           7      1924
## 1184     Artery   2fmCon     2Story           3           5      1900
## 1185       Norm     1Fam     1Story           8           5      1994
## 1186       Norm     1Fam     2Story           7           5      2002
## 1187       Norm     1Fam     2Story           7           5      1999
## 1188       Norm   2fmCon     1Story           4           4      1961
## 1189       Norm    Twnhs     2Story           8           5      1999
## 1190       Norm     1Fam     1.5Fin           5           8      1925
## 1191       Norm   TwnhsE     1Story           6           5      1999
## 1192       Norm     1Fam     2Story           6           7      1969
## 1193       Norm     1Fam     2Story           6           5      2005
## 1194       Norm     1Fam     2Story           7           5      2006
## 1195       Norm     1Fam     2.5Unf           7           6      1916
## 1196       Norm     1Fam     1Story           7           5      2001
## 1197       Norm     1Fam     1Story           4           5      1963
## 1198       Norm     1Fam     1Story           4           5      1970
## 1199       Norm     1Fam     2Story           7           5      1998
## 1200       Norm     1Fam     1.5Fin           5           8      1925
## 1201       Norm     1Fam     1Story           7           5      2000
## 1202       Norm     1Fam     1Story           5           6      1975
## 1203       Norm     1Fam     1Story           7           7      1990
## 1204       Norm     1Fam     1Story           4           4      1966
## 1205       Norm     1Fam     1Story           6           5      2003
## 1206       Norm     1Fam     1Story           5           7      1962
## 1207       Norm     1Fam     1Story           8           5      2006
## 1208       Norm     1Fam     2Story           6           5      1992
## 1209       Norm     1Fam     1.5Fin           8           7      1988
## 1210       Norm     1Fam     1Story           4           6      1941
## 1211       Norm     1Fam       SLvl           4           9      1965
## 1212       Norm     1Fam     SFoyer           5           5      1962
## 1213       Norm     1Fam     1Story           5           5      1966
## 1214       Norm   Duplex     1.5Fin           6           5      1978
## 1215       Norm     1Fam     1Story           8           5      2009
## 1216       Norm     1Fam     1.5Fin           4           5      1947
## 1217       Norm    Twnhs     2Story           6           5      1971
## 1218       Norm     1Fam     1Story           5           5      1964
## 1219       Norm     1Fam     1Story           5           5      1968
## 1220       Norm     1Fam     1.5Fin           6           6      1949
## 1221       Norm     1Fam     1Story           5           3      1951
## 1222       Norm     1Fam     2Story           7           5      2004
## 1223       Norm     1Fam       SLvl           6           8      1958
## 1224       Norm     1Fam     2Story           6           5      2007
## 1225       Norm     1Fam     1Story           5           8      1965
## 1226       Norm   TwnhsE     1Story           9           5      2008
## 1227       Norm     1Fam       SLvl           5           5      1960
## 1228       RRAe   Duplex     1.5Fin           5           5      1977
## 1229       Norm   Duplex       SLvl           5           6      1962
## 1230       Norm   Duplex     1Story           4           5      1962
## 1231       Norm     1Fam     1Story           5           5      1959
## 1232       Norm     1Fam     2Story           5           6      1911
## 1233       Norm     1Fam     2Story           5           5      1914
## 1234       Norm    Twnhs     2Story           7           5      2003
##      YearRemodAdd RoofStyle RoofMatl Exterior1st Exterior2nd MasVnrType
## 1            2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 2            1976     Gable  CompShg     MetalSd     MetalSd       None
## 3            2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 4            1970     Gable  CompShg     Wd Sdng     Wd Shng       None
## 5            2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 6            1995     Gable  CompShg     VinylSd     VinylSd       None
## 7            2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 8            1973     Gable  CompShg     HdBoard     HdBoard      Stone
## 9            1950     Gable  CompShg     BrkFace     Wd Shng       None
## 10           1950     Gable  CompShg     MetalSd     MetalSd       None
## 11           1965       Hip  CompShg     HdBoard     HdBoard       None
## 12           2006       Hip  CompShg     WdShing     Wd Shng      Stone
## 13           1962       Hip  CompShg     HdBoard     Plywood       None
## 14           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 15           1960       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 16           2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 17           1970     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 18           1967     Gable  CompShg     MetalSd     MetalSd       None
## 19           2004     Gable  CompShg     VinylSd     VinylSd       None
## 20           1965       Hip  CompShg     BrkFace     Plywood       None
## 21           2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 22           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 23           2002       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 24           1976     Gable  CompShg     CemntBd     CmentBd       None
## 25           2001     Gable  CompShg     Plywood     Plywood       None
## 26           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 27           2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 28           2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 29           1997     Gable  CompShg     MetalSd     MetalSd       None
## 30           1950     Gable  CompShg     MetalSd     MetalSd       None
## 31           1950   Gambrel  CompShg     BrkFace     BrkFace       None
## 32           2006     Gable  CompShg     HdBoard     HdBoard       None
## 33           2007     Gable  CompShg     VinylSd     VinylSd       None
## 34           1959       Hip  CompShg     BrkFace     BrkFace       None
## 35           2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 36           2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 37           1995     Gable  CompShg     VinylSd     VinylSd       None
## 38           1990       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 39           2007     Gable  CompShg     VinylSd     VinylSd       None
## 40           1955     Gable  CompShg     AsbShng     Plywood       None
## 41           1965     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 42           1959     Gable  CompShg     VinylSd     VinylSd       None
## 43           1983     Gable  CompShg     HdBoard     HdBoard       None
## 44           1980       Hip  CompShg     VinylSd     VinylSd       None
## 45           1959     Gable  CompShg     BrkFace     Wd Sdng       None
## 46           2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 47           2003     Gable  CompShg     VinylSd     VinylSd       None
## 48           2006     Gable  CompShg     VinylSd     VinylSd       None
## 49           2008     Gable  CompShg     MetalSd     MetalSd       None
## 50           1966     Gable  CompShg     HdBoard     HdBoard       None
## 51           1997     Gable  CompShg     VinylSd     VinylSd       None
## 52           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 53           1963     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 54           1987     Gable  WdShngl     WdShing     Wd Shng       None
## 55           1955     Gable  CompShg     MetalSd     MetalSd       None
## 56           1964     Gable  CompShg     HdBoard     Plywood    BrkFace
## 57           2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 58           2004     Gable  CompShg     VinylSd     VinylSd       None
## 59           2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 60           1972     Gable  CompShg     HdBoard     HdBoard       None
## 61           2004     Gable  CompShg     VinylSd     VinylSd       None
## 62           1996     Gable  CompShg     MetalSd     MetalSd       None
## 63           2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 64           1950     Gable  CompShg      Stucco      Stucco       None
## 65           1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 66           2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 67           1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 68           2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 69           1950     Gable  CompShg     MetalSd     MetalSd       None
## 70           1953     Gable  CompShg     BrkFace     AsbShng       None
## 71           1973     Gable  CompShg     Plywood     Plywood    BrkFace
## 72           2006     Gable  CompShg     HdBoard     Plywood       None
## 73           1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 74           2003     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 75           1950   Gambrel  CompShg     VinylSd     VinylSd       None
## 76           1973     Gable  CompShg     CemntBd     CmentBd       None
## 77           1956     Gable  CompShg     VinylSd     VinylSd       None
## 78           2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 79           1968       Hip  CompShg     HdBoard     HdBoard       None
## 80           1981     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 81           1968     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 82           1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 83           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 84           1960     Gable  CompShg     MetalSd     MetalSd     BrkCmn
## 85           1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 86           1992       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 87           2005     Gable  CompShg     VinylSd     VinylSd       None
## 88           2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 89           1982       Hip  CompShg     Plywood     Plywood       None
## 90           1995     Gable  CompShg     VinylSd     VinylSd       None
## 91           1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 92           1961       Hip  CompShg     HdBoard     HdBoard     BrkCmn
## 93           2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 94           1998       Hip  CompShg     MetalSd     MetalSd       None
## 95           1997     Gable  CompShg     VinylSd     VinylSd       None
## 96           1993     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 97           1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 98           1965       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 99           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 100          1959     Gable  CompShg     Plywood     Plywood       None
## 101          2001     Gable  CompShg     Plywood     Plywood    BrkFace
## 102          1985     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 103          1979     Gable  CompShg     HdBoard     HdBoard       None
## 104          2009     Gable  CompShg     VinylSd     VinylSd       None
## 105          1950     Gable  CompShg      Stucco      Stucco    BrkFace
## 106          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 107          1995   Mansard  CompShg     VinylSd     VinylSd       None
## 108          1950     Gable  CompShg     VinylSd     VinylSd       None
## 109          2005     Gable  CompShg     CemntBd     CmentBd       None
## 110          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 111          1972     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 112          2000     Gable  CompShg     VinylSd     VinylSd       None
## 113          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 114          1953       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 115          2002   Gambrel  CompShg     Wd Sdng     Wd Sdng       None
## 116          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 117          1962     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 118          2007     Gable  CompShg     VinylSd     VinylSd       None
## 119          1990       Hip  CompShg     Plywood     Plywood       None
## 120          2006     Gable  CompShg     VinylSd     VinylSd       None
## 121          1969      Flat    Metal     Plywood     Plywood       None
## 122          1950     Gable  CompShg     AsbShng     AsbShng       None
## 123          1958       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 124          1993     Gable  CompShg     Plywood     Plywood       None
## 125          1998     Gable  CompShg     HdBoard     HdBoard       None
## 126          1982     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 127          1976     Gable  CompShg     Plywood     Plywood       None
## 128          1950     Gable  CompShg     WdShing     Wd Sdng       None
## 129          1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 130          1991     Gable  CompShg     Plywood     Plywood    BrkFace
## 131          1966     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 132          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 133          2002     Gable  CompShg     MetalSd     MetalSd       None
## 134          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 135          1993     Gable  CompShg     Plywood     Plywood       None
## 136          1970       Hip  CompShg     Plywood     Plywood    BrkFace
## 137          1967     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 138          1989     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 139          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 140          1997     Gable  CompShg     VinylSd     VinylSd       None
## 141          1971     Gable  CompShg     HdBoard     HdBoard       None
## 142          2005     Gable  CompShg     VinylSd     VinylSd       None
## 143          1952     Gable  CompShg     BrkFace     Wd Sdng       None
## 144          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 145          1963     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 146          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 147          1993     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 148          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 149          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 150          1950     Gable  CompShg     MetalSd     MetalSd       None
## 151          1975     Gable  CompShg     HdBoard     HdBoard       None
## 152          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 153          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 154          1975      Flat  CompShg     BrkFace     Plywood       None
## 155          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 156          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 157          1950       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 158          2010     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 159          2005     Gable  CompShg     VinylSd     VinylSd       None
## 160          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 161          1984     Gable  CompShg     Plywood     Plywood       None
## 162          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 163          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 164          1956     Gable  CompShg     MetalSd     MetalSd       None
## 165          2004     Gable  CompShg     MetalSd     MetalSd       None
## 166          1999     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 167          1993       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 168          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 169          2004     Gable  CompShg     VinylSd     VinylSd       None
## 170          1981       Hip  WdShake     Plywood     Plywood    BrkFace
## 171          1950     Gable  CompShg     MetalSd     MetalSd       None
## 172          1960       Hip  CompShg     BrkFace     Plywood      Stone
## 173          1987     Gable  CompShg     HdBoard     HdBoard       None
## 174          1961     Gable  CompShg     WdShing     Wd Shng     BrkCmn
## 175          1986     Gable  CompShg     VinylSd     Plywood      Stone
## 176          2001     Gable  CompShg     WdShing     Wd Shng       None
## 177          1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 178          1958     Gable  CompShg     MetalSd     MetalSd       None
## 179          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 180          2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 181          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 182          1950     Gable  CompShg      Stucco      Stucco       None
## 183          2006       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 184          2003     Gable  CompShg     VinylSd     VinylSd       None
## 185          1991     Gable  CompShg     AsbShng     Plywood       None
## 186          1993     Gable  WdShngl     Wd Sdng     Wd Sdng       None
## 187          1991     Gable  CompShg     HdBoard     HdBoard       None
## 188          1987     Gable  CompShg     HdBoard     HdBoard       None
## 189          1979     Gable  CompShg     Plywood     Plywood      Stone
## 190          2002     Gable  CompShg     CemntBd     CmentBd       None
## 191          1994       Hip  CompShg     BrkFace     BrkFace       None
## 192          2004     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 193          1999     Gable  CompShg     VinylSd     VinylSd       None
## 194          2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 195          1972       Hip  CompShg     HdBoard     HdBoard       None
## 196          1976     Gable  CompShg     Plywood     Brk Cmn       None
## 197          2007       Hip  CompShg     CemntBd     CmentBd      Stone
## 198          1990     Gable  CompShg      Stucco      Stucco       None
## 199          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 200          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 201          2004     Gable  CompShg     VinylSd     VinylSd       None
## 202          1977     Gable  CompShg     Plywood     Plywood       None
## 203          1950     Gable  CompShg     MetalSd     MetalSd       None
## 204          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 205          1950     Gable  CompShg     AsbShng     AsbShng       None
## 206          1990     Gable  CompShg     HdBoard     HdBoard       None
## 207          1962     Gable  CompShg     HdBoard     HdBoard       None
## 208          1960     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 209          1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 210          1964       Hip  CompShg     HdBoard     HdBoard      Stone
## 211          1950     Gable  CompShg      Stucco      Stucco       None
## 212          2009     Gable  CompShg     VinylSd     VinylSd       None
## 213          2009     Gable  CompShg     VinylSd     VinylSd       None
## 214          1995     Gable  CompShg     VinylSd     VinylSd       None
## 215          1977     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 216          1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 217          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 218          1950     Gable  CompShg     MetalSd     MetalSd       None
## 219          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 220          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 221          2006     Gable  CompShg     VinylSd     VinylSd       None
## 222          2002     Gable  CompShg     VinylSd     VinylSd       None
## 223          1975     Gable  CompShg     VinylSd     VinylSd       None
## 224          1971     Gable  CompShg     HdBoard     HdBoard       None
## 225          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 226          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 227          1995     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 228          1970     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 229          1967     Gable  CompShg     HdBoard     HdBoard       None
## 230          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 231          1959       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 232          1996     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 233          1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 234          1976     Gable  CompShg     HdBoard     HdBoard       None
## 235          2002     Gable  CompShg     VinylSd     VinylSd       <NA>
## 236          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 237          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 238          2003     Gable  CompShg     HdBoard     HdBoard       None
## 239          2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 240          1950     Gable  CompShg     VinylSd     VinylSd       None
## 241          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 242          1997     Gable  CompShg     VinylSd     VinylSd       None
## 243          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 244          1980     Gable  CompShg     Plywood     Plywood       None
## 245          2002     Gable  CompShg     VinylSd     VinylSd       None
## 246          1988     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 247          1950     Gable  CompShg     AsbShng     AsbShng       None
## 248          1954       Hip  CompShg     Wd Sdng     BrkFace       None
## 249          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 250          2006     Gable  CompShg     Wd Sdng     HdBoard     BrkCmn
## 251          1966     Gable  CompShg     Wd Sdng     Plywood       None
## 252          2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 253          2004     Gable  CompShg     VinylSd     VinylSd       None
## 254          1991       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 255          1957     Gable  CompShg     MetalSd     MetalSd       None
## 256          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 257          2003     Gable  CompShg     VinylSd     VinylSd       None
## 258          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 259          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 260          1956     Gable  CompShg     BrkFace     BrkFace       None
## 261          1962     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 262          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 263          1995     Gable  CompShg     HdBoard     Plywood    BrkFace
## 264          2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 265          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 266          1981     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 267          1997     Gable  CompShg     VinylSd     VinylSd       None
## 268          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 269          1955     Gable  CompShg     VinylSd     VinylSd       None
## 270          1976       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 271          2006     Gable  CompShg     VinylSd     VinylSd       None
## 272          2005      Flat  Membran     Plywood     Plywood       None
## 273          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 274          1988       Hip  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 275          1982     Gable  CompShg     HdBoard     ImStucc       None
## 276          2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 277          2003     Gable  CompShg     VinylSd     VinylSd       None
## 278          1951     Gable  CompShg     VinylSd     VinylSd       None
## 279          2007     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 280          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 281          1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 282          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 283          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 284          2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 285          1992     Gable  CompShg     Plywood     ImStucc       None
## 286          2007     Gable  CompShg     MetalSd     MetalSd       None
## 287          1981     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 288          1971     Gable  CompShg     HdBoard     HdBoard       None
## 289          1967     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 290          2003     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 291          2006     Gable  CompShg     VinylSd     VinylSd       None
## 292          2000     Gable  CompShg     VinylSd     VinylSd       None
## 293          2008     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 294          1994     Gable  CompShg     Plywood     Plywood    BrkFace
## 295          1953       Hip  CompShg     HdBoard     HdBoard      Stone
## 296          1984     Gable  CompShg     HdBoard     HdBoard       None
## 297          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 298          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 299          1968   Mansard  CompShg     HdBoard     AsphShn    BrkFace
## 300          2004     Gable  CompShg     HdBoard     HdBoard       None
## 301          1953       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 302          1999     Gable  CompShg     VinylSd     VinylSd       None
## 303          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 304          1972     Gable  CompShg     VinylSd     VinylSd       None
## 305          2002     Gable  CompShg     CemntBd     CmentBd       None
## 306          2005     Gable  CompShg     CemntBd     CmentBd      Stone
## 307          1991     Gable  CompShg     HdBoard     Plywood    BrkFace
## 308          1950     Gable  CompShg     MetalSd     MetalSd       None
## 309          1950     Gable  CompShg     VinylSd     VinylSd       None
## 310          2004     Gable  CompShg     VinylSd     VinylSd       None
## 311          1994     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 312          2002     Gable  CompShg     VinylSd     VinylSd       None
## 313          1950     Gable  CompShg     MetalSd     MetalSd       None
## 314          1965       Hip  CompShg     BrkFace     BrkFace       None
## 315          1990     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 316          2005     Gable  CompShg     VinylSd     VinylSd       None
## 317          1980     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 318          2006     Gable  CompShg     VinylSd     VinylSd       None
## 319          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 320          1980     Gable  CompShg     Plywood     Plywood    BrkFace
## 321          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 322          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 323          1987     Gable  CompShg     Plywood     Plywood    BrkFace
## 324          2005     Gable  CompShg     VinylSd     VinylSd       None
## 325          2007   Mansard  WdShake     Wd Sdng     Wd Sdng    BrkFace
## 326          1950     Gable  CompShg     MetalSd     MetalSd       None
## 327          1993     Gable  CompShg     BrkFace     BrkFace       None
## 328          1960       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 329          1994     Gable  CompShg     Wd Sdng     Wd Shng       None
## 330          1950     Gable  CompShg     Wd Sdng     Wd Shng       None
## 331          1964     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 332          1992     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 333          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 334          2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 335          1998     Gable  CompShg     VinylSd     VinylSd       None
## 336          1965     Gable  CompShg     Plywood     Plywood       None
## 337          2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 338          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 339          1998     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 340          1998       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 341          2002     Gable  CompShg     VinylSd     VinylSd       None
## 342          1950     Gable  CompShg     Wd Sdng     AsbShng       None
## 343          1950     Gable  CompShg      Stucco      Stucco    BrkFace
## 344          2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 345          1976     Gable  CompShg     CemntBd     CmentBd       None
## 346          1950     Gable  CompShg     MetalSd     MetalSd       None
## 347          1998       Hip  CompShg     MetalSd     MetalSd       None
## 348          1960     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 349          2004     Gable  CompShg     VinylSd     Wd Shng      Stone
## 350          2006       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 351          2007       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 352          1986     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 353          1950     Gable  CompShg     VinylSd     VinylSd       None
## 354          2003     Gable  CompShg     VinylSd     VinylSd       None
## 355          2000     Gable  CompShg     Wd Sdng     MetalSd       None
## 356          1995     Gable  CompShg     VinylSd     VinylSd       None
## 357          1992     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 358          1976     Gable  CompShg     CemntBd     CmentBd       None
## 359          1958       Hip  CompShg     Wd Sdng     ImStucc    BrkFace
## 360          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 361          1978     Gable  CompShg     VinylSd     VinylSd       None
## 362          1982     Gable  CompShg     MetalSd     MetalSd       None
## 363          2003     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 364          2007     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 365          1976     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 366          1997       Hip  CompShg     VinylSd     VinylSd       None
## 367          1963     Gable  CompShg     Plywood     Plywood    BrkFace
## 368          1962     Gable  Tar&Grv     Plywood     Plywood    BrkFace
## 369          1954     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 370          2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 371          2000     Gable  CompShg     VinylSd     VinylSd       None
## 372          1959     Gable  CompShg     WdShing     Plywood       None
## 373          1984     Gable  CompShg     Plywood     Plywood       None
## 374          1953     Gable  CompShg     MetalSd     MetalSd       None
## 375          2004     Gable  CompShg     VinylSd     VinylSd       None
## 376          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 377          1996     Gable  CompShg     VinylSd     VinylSd       None
## 378          2005     Gable  CompShg     CemntBd     CmentBd       None
## 379          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 380          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 381          1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 382          2006     Gable  CompShg     VinylSd     VinylSd       None
## 383          2006     Gable  CompShg     VinylSd     VinylSd       None
## 384          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 385          1992     Gable  CompShg     HdBoard     HdBoard       None
## 386          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 387          1996   Gambrel  CompShg     Wd Sdng     VinylSd       None
## 388          1976       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 389          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 390          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 391          1950     Gable  CompShg     MetalSd     MetalSd       None
## 392          2002     Gable  CompShg     VinylSd     VinylSd       None
## 393          1959     Gable  CompShg     MetalSd     MetalSd       None
## 394          1950     Gable  CompShg     WdShing     Wd Shng       None
## 395          1950     Gable  CompShg     MetalSd     MetalSd       None
## 396          1956     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 397          1972       Hip  CompShg     MetalSd     MetalSd       None
## 398          1962     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 399          1950     Gable  CompShg     MetalSd     MetalSd       None
## 400          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 401          1996     Gable  CompShg     BrkFace     BrkFace       None
## 402          2005     Gable  CompShg     VinylSd     VinylSd       None
## 403          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 404          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 405          1996     Gable  CompShg     MetalSd     MetalSd       None
## 406          1993     Gable  CompShg     Plywood     Plywood       None
## 407          1950     Gable  CompShg     MetalSd     MetalSd       None
## 408          1976     Gable  CompShg     Wd Sdng     Plywood       None
## 409          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 410          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 411          1958     Gable  CompShg     BrkComm     Brk Cmn       None
## 412          1955       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 413          2009     Gable  CompShg     MetalSd     MetalSd      Stone
## 414          1950     Gable  CompShg     WdShing     Wd Shng       None
## 415          1993     Gable  CompShg     VinylSd     VinylSd       None
## 416          2007     Gable  CompShg     VinylSd     VinylSd       None
## 417          1978       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 418          1950       Hip  CompShg     Wd Sdng      Stucco       None
## 419          1950     Gable  CompShg     MetalSd     MetalSd       None
## 420          1968     Gable  CompShg     VinylSd     VinylSd       None
## 421          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 422          2000     Gable  CompShg     CemntBd     CmentBd      Stone
## 423          1954       Hip  CompShg     HdBoard     HdBoard       None
## 424          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 425          1956     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 426          1992     Gable  CompShg     HdBoard     HdBoard       None
## 427          1989     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 428          1957       Hip  CompShg     MetalSd     MetalSd       None
## 429          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 430          1988     Gable  CompShg     HdBoard     HdBoard       None
## 431          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 432          1998     Gable  CompShg     MetalSd     MetalSd       None
## 433          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 434          1998     Gable  CompShg     VinylSd     VinylSd       None
## 435          1972     Gable  CompShg     CemntBd     CmentBd       None
## 436          1996     Gable  CompShg     VinylSd     VinylSd       None
## 437          1950     Gable  CompShg      Stucco      Stucco       None
## 438          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 439          2002     Gable  CompShg     WdShing      Stucco       None
## 440          2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 441          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 442          1955     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 443          1992     Gable  CompShg     MetalSd     MetalSd       None
## 444          2007     Gable  CompShg     WdShing     Wd Shng    BrkFace
## 445          1995     Gable  CompShg     VinylSd     VinylSd       None
## 446          1956       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 447          2002     Gable  CompShg     BrkFace     Plywood       None
## 448          1999     Gable  CompShg     VinylSd     VinylSd       None
## 449          1950     Gable  CompShg     MetalSd     MetalSd       None
## 450          2002     Gable  CompShg     MetalSd     MetalSd       None
## 451          2005       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 452          1975     Gable  WdShngl     Plywood     Plywood       None
## 453          1997       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 454          2008     Gable  CompShg     VinylSd     VinylSd       None
## 455          1976     Gable  CompShg     Plywood     Plywood       None
## 456          1973       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 457          1950     Gable  CompShg     AsbShng     AsbShng       None
## 458          1994      Flat  Tar&Grv     Plywood     Plywood       None
## 459          1996       Hip  CompShg      Stucco     Wd Shng       None
## 460          1950     Gable  CompShg     MetalSd     MetalSd     BrkCmn
## 461          2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 462          2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 463          1965     Gable  CompShg     MetalSd     MetalSd       None
## 464          1995       Hip  CompShg      Stucco      Stucco       None
## 465          1978     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 466          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 467          1970      Flat  Tar&Grv     Plywood     Plywood       None
## 468          1995     Gable  CompShg     MetalSd     MetalSd      Stone
## 469          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 470          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 471          1985     Gable  CompShg     HdBoard     HdBoard       None
## 472          1977   Mansard  WdShake     WdShing     Plywood       None
## 473          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 474          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 475          2000     Gable  CompShg     CemntBd     CmentBd       None
## 476          1963       Hip  CompShg     HdBoard     HdBoard       None
## 477          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 478          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 479          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 480          2000       Hip  CompShg      Stucco      Stucco     BrkCmn
## 481          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 482          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 483          2005     Gable  CompShg      Stucco      Stucco       None
## 484          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 485          2001     Gable  CompShg     HdBoard     Plywood       None
## 486          2007     Gable  CompShg     MetalSd     MetalSd       None
## 487          1965       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 488          1971     Gable  CompShg     Plywood     Plywood       None
## 489          1970     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 490          2002     Gable  CompShg     CemntBd     CmentBd       None
## 491          1976     Gable  CompShg     CemntBd     CmentBd       None
## 492          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 493          2006     Gable  CompShg     VinylSd     VinylSd       None
## 494          1960     Gable  CompShg     BrkFace     Wd Sdng       None
## 495          1996     Gable  CompShg     MetalSd     MetalSd       None
## 496          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 497          1993       Hip  CompShg     BrkFace     BrkFace       None
## 498          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 499          2004       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 500          1985     Gable  CompShg     MetalSd     MetalSd       None
## 501          1973     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 502          2005     Gable  CompShg     VinylSd     VinylSd       None
## 503          1965       Hip  CompShg     MetalSd     MetalSd       None
## 504          1997     Gable  CompShg     BrkFace     Wd Sdng       None
## 505          1974     Gable  CompShg     Plywood     Brk Cmn       None
## 506          1952       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 507          1994     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 508          2009     Gable  CompShg     VinylSd     VinylSd       None
## 509          2005   Gambrel  CompShg     MetalSd     MetalSd       None
## 510          1959     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 511          2000       Hip  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 512          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 513          1958     Gable  CompShg     VinylSd     VinylSd       None
## 514          1983     Gable  CompShg     VinylSd     VinylSd       None
## 515          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 516          2009       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 517          1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 518          1997     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 519          1998     Gable  CompShg     VinylSd     VinylSd       None
## 520          2004   Gambrel  CompShg     MetalSd     MetalSd       None
## 521          2000     Gable  CompShg     MetalSd     MetalSd       None
## 522          1957     Gable  CompShg     VinylSd     VinylSd       None
## 523          1950     Gable  CompShg     CemntBd     CmentBd       None
## 524          1997     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 525          2005     Gable  CompShg     VinylSd     VinylSd       None
## 526          2000       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 527          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 528          2002     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 529          1975       Hip  CompShg     Wd Sdng       Stone       <NA>
## 530          1989     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 531          1999     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 532          2007     Gable  CompShg     VinylSd     VinylSd       None
## 533          1950     Gable  CompShg     VinylSd     VinylSd       None
## 534          2004     Gable  CompShg     VinylSd     VinylSd       None
## 535          1991     Gable  CompShg     MetalSd     MetalSd       None
## 536          1999     Gable  CompShg     VinylSd     VinylSd       None
## 537          1972       Hip  CompShg     MetalSd     MetalSd       None
## 538          1968       Hip  CompShg     Plywood     Plywood    BrkFace
## 539          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 540          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 541          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 542          1999       Hip  CompShg     VinylSd     VinylSd       None
## 543          1998     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 544          2006     Gable  CompShg     VinylSd     VinylSd       None
## 545          1988     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 546          1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 547          1970     Gable  CompShg     VinylSd     VinylSd       None
## 548          1995     Gable  CompShg     MetalSd     MetalSd       None
## 549          2004     Gable  CompShg     VinylSd     VinylSd       None
## 550          1977     Gable  CompShg     Plywood     Plywood       None
## 551          1957       Hip  CompShg     BrkFace     BrkFace       None
## 552          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 553          2003     Gable  CompShg     VinylSd     VinylSd       None
## 554          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 555          1950     Gable  CompShg     MetalSd     MetalSd       None
## 556          1957     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 557          1950     Gable  CompShg     MetalSd     MetalSd       None
## 558          1997     Gable  CompShg     HdBoard     HdBoard       None
## 559          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 560          1996       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 561          1975     Gable  CompShg     HdBoard     HdBoard       None
## 562          1969     Gable  CompShg     WdShing     Wd Shng       None
## 563          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 564          2000     Gable  CompShg     HdBoard     HdBoard       None
## 565          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 566          2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 567          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 568          2009     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 569          1979     Gable  CompShg     MetalSd     MetalSd       None
## 570          1965     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 571          1959     Gable  CompShg     WdShing     Wd Shng    BrkFace
## 572          2009     Gable  CompShg     VinylSd     VinylSd       None
## 573          2000     Gable  CompShg     VinylSd     VinylSd       None
## 574          2005   Gambrel  CompShg     MetalSd     AsphShn    BrkFace
## 575          1950     Gable  CompShg     MetalSd     MetalSd       None
## 576          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 577          1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 578          2007     Gable  CompShg     VinylSd     VinylSd       None
## 579          1954     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 580          1987     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 581          2009       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 582          1990     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 583          2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 584          1995     Gable  CompShg     AsbShng     AsbShng       None
## 585          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 586          2000     Gable  CompShg      Stucco     Wd Shng       None
## 587          1982       Hip  CompShg     HdBoard     HdBoard       None
## 588          2003      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 589          1960     Gable  CompShg     VinylSd     VinylSd       None
## 590          2004     Gable  CompShg     VinylSd     VinylSd       None
## 591          2008     Gable  CompShg     CemntBd     CmentBd      Stone
## 592          2003     Gable  CompShg     HdBoard     HdBoard       None
## 593          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 594          1975       Hip  CompShg     HdBoard     HdBoard       None
## 595          2006     Gable  CompShg     VinylSd       Other    BrkFace
## 596          1993     Gable  CompShg     VinylSd     VinylSd       None
## 597          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 598          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 599          1980     Gable  CompShg     MetalSd     MetalSd       None
## 600          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 601          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 602          1992     Gable  CompShg     HdBoard     HdBoard       None
## 603          2005     Gable  CompShg     MetalSd     MetalSd       None
## 604          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 605          1990     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 606          1996     Gable  CompShg     VinylSd     VinylSd       None
## 607          2002     Gable  CompShg     MetalSd     MetalSd       None
## 608          1998     Gable  CompShg     BrkFace     Wd Sdng       None
## 609          1961     Gable  CompShg     VinylSd     VinylSd     BrkCmn
## 610          2000       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 611          1978     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 612          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 613          2007     Gable  CompShg     VinylSd     VinylSd       None
## 614          1972     Gable  CompShg     CemntBd     CmentBd       None
## 615          1963     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 616          2003     Gable  CompShg     VinylSd     VinylSd       None
## 617          1954     Gable  CompShg     MetalSd     MetalSd       None
## 618          2007       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 619          2003       Hip  CompShg     VinylSd     VinylSd      Stone
## 620          1950     Gable  CompShg      Stucco      Stucco       None
## 621          1997     Gable  CompShg     HdBoard     HdBoard       None
## 622          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 623          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 624          1972     Gable  CompShg     VinylSd     VinylSd       None
## 625          1962       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 626          1978       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 627          1972     Gable  CompShg     AsbShng     AsbShng    BrkFace
## 628          1969     Gable  CompShg     Plywood     Plywood    BrkFace
## 629          1964     Gable  WdShngl     Plywood     Wd Sdng    BrkFace
## 630          1991     Gable  CompShg     VinylSd     VinylSd       None
## 631          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 632          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 633          2005     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 634          1980     Gable  CompShg     Plywood     Plywood       None
## 635          1995       Hip  CompShg     VinylSd     VinylSd       None
## 636          1950     Gable  CompShg     AsbShng     AsbShng       None
## 637          1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 638          1950     Gable  CompShg     MetalSd     Wd Sdng       None
## 639          2006       Hip  CompShg     VinylSd     VinylSd       None
## 640          2004       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 641          2001     Gable  CompShg     VinylSd     VinylSd       None
## 642          1995     Gable  CompShg     Plywood     Wd Sdng       None
## 643          1969   Mansard  CompShg     WdShing     HdBoard    BrkFace
## 644          2009     Gable  CompShg     CemntBd     CmentBd      Stone
## 645          1971       Hip  CompShg     Plywood     Plywood       None
## 646          1950       Hip  CompShg     MetalSd     MetalSd       None
## 647          1953       Hip  CompShg     Wd Sdng     Wd Sdng      Stone
## 648          1966     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 649          1970     Gable  CompShg     CemntBd     CmentBd       None
## 650          2007     Gable  CompShg     CemntBd     CmentBd       <NA>
## 651          1950     Gable  CompShg     MetalSd     MetalSd       None
## 652          1996     Gable  CompShg     VinylSd     VinylSd       None
## 653          1995     Gable  CompShg     MetalSd     MetalSd       None
## 654          1995       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 655          1971     Gable  CompShg     HdBoard     ImStucc    BrkFace
## 656          2006     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 657          2000     Gable  CompShg      Stucco     Wd Shng       None
## 658          1950     Gable  CompShg     VinylSd     VinylSd       None
## 659          1999       Hip  CompShg     MetalSd     MetalSd       None
## 660          1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 661          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 662          1968       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 663          1972     Gable  CompShg     Plywood     Plywood       None
## 664          2006     Gable  CompShg     VinylSd     VinylSd       None
## 665          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 666          1979      Flat  Tar&Grv     Plywood     Plywood     BrkCmn
## 667          1998     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 668          1987     Gable  CompShg     CemntBd     Wd Sdng       None
## 669          1950     Gable  CompShg     MetalSd     MetalSd       None
## 670          2005     Gable  CompShg     VinylSd     VinylSd       None
## 671          1950   Gambrel  CompShg     Wd Sdng     Wd Sdng       None
## 672          1977     Gable  CompShg     Plywood     Plywood       None
## 673          2004       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 674          1965     Gable  CompShg     HdBoard     HdBoard       None
## 675          1978     Gable  CompShg     Plywood     Brk Cmn       None
## 676          1950     Gable  CompShg     AsbShng      Stucco       None
## 677          2006     Gable  CompShg     VinylSd     VinylSd       None
## 678          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 679          1961       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 680          1980     Gable  CompShg     Plywood     Plywood       None
## 681          2000     Gable  CompShg     VinylSd      Stucco       None
## 682          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 683          2002       Hip  CompShg     VinylSd     VinylSd      Stone
## 684          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 685          1984     Gable  CompShg     HdBoard     HdBoard       None
## 686          2007     Gable  CompShg     VinylSd     VinylSd       None
## 687          2004     Gable  CompShg     MetalSd     MetalSd       None
## 688          2007     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 689          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 690          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 691          1990       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 692          1968     Gable  CompShg     MetalSd     MetalSd       None
## 693          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 694          1987     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 695          1950     Gable  CompShg     Wd Sdng     Wd Shng       None
## 696          1952     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 697          2009     Gable  CompShg     MetalSd     MetalSd       None
## 698          2004     Gable  CompShg     MetalSd     MetalSd       None
## 699          2002       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 700          1969       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 701          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 702          1996     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 703          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 704          1950       Hip  CompShg     VinylSd     Wd Shng       None
## 705          2002     Gable  CompShg     Plywood     Plywood      Stone
## 706          2006       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 707          2007       Hip  CompShg     VinylSd     VinylSd       None
## 708          1966     Gable  CompShg     HdBoard     HdBoard     BrkCmn
## 709          2003     Gable  CompShg     VinylSd     VinylSd       None
## 710          1950     Gable  CompShg     MetalSd     MetalSd       None
## 711          1989     Gable  CompShg     HdBoard     HdBoard       None
## 712          1970     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 713          2005     Gable  CompShg     HdBoard     Plywood    BrkFace
## 714          1974       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 715          1998     Gable  CompShg     Wd Sdng     VinylSd       None
## 716          2000     Gable  CompShg     HdBoard     HdBoard       None
## 717          1994       Hip  CompShg     Wd Sdng     ImStucc    BrkFace
## 718          1969     Gable  CompShg     HdBoard     Plywood       None
## 719          1985     Gable  CompShg     HdBoard     HdBoard       None
## 720          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 721          1970     Gable  CompShg     MetalSd     MetalSd       None
## 722          1972     Gable  CompShg     MetalSd     MetalSd       None
## 723          2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 724          1970     Gable  CompShg     HdBoard     Plywood       None
## 725          2007       Hip  CompShg     Wd Sdng     Plywood    BrkFace
## 726          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 727          1958     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 728          1950     Gable  CompShg     MetalSd     MetalSd       None
## 729          1996     Gable  CompShg     CemntBd     CmentBd       None
## 730          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 731          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 732          1983       Hip  CompShg     HdBoard     HdBoard       None
## 733          1968     Gable  CompShg     Plywood     Plywood       None
## 734          1970     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 735          1950     Gable  CompShg      Stucco       Stone       None
## 736          2005     Gable  CompShg     VinylSd     VinylSd       None
## 737          1988     Gable  CompShg     Plywood     Plywood       None
## 738          2004     Gable  CompShg     VinylSd     VinylSd       None
## 739          2002     Gable  CompShg     Wd Sdng     Wd Shng       None
## 740          1996       Hip  CompShg     HdBoard     HdBoard       None
## 741          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 742          1999     Gable  CompShg     HdBoard     HdBoard       None
## 743          1993     Gable  CompShg     HdBoard     HdBoard       None
## 744          1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 745          2000     Gable  CompShg     VinylSd     VinylSd       None
## 746          2003   Mansard  CompShg      Stucco      Stucco       None
## 747          1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 748          1950     Gable  CompShg     WdShing     Wd Shng       None
## 749          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 750          2003     Gable  CompShg     VinylSd     VinylSd       None
## 751          1997     Gable  CompShg     VinylSd     VinylSd       None
## 752          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 753          2005     Gable  CompShg     Plywood     Plywood       None
## 754          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 755          2007     Gable  CompShg     VinylSd     VinylSd       None
## 756          1978       Hip  CompShg     HdBoard     HdBoard     BrkCmn
## 757          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 758          1995     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 759          1959       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 760          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 761          2009     Gable  CompShg     VinylSd     VinylSd       None
## 762          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 763          1996       Hip  CompShg     BrkFace     BrkFace       None
## 764          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 765          1988     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 766          1985     Gable  CompShg     VinylSd     VinylSd       None
## 767          2005       Hip  CompShg     VinylSd     VinylSd       None
## 768          2003       Hip  CompShg     CemntBd     Wd Shng    BrkFace
## 769          1982       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 770          1951     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 771          1976     Gable  CompShg     Plywood     Plywood       None
## 772          1958     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 773          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 774          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 775          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 776          1974       Hip  CompShg     HdBoard     Plywood       None
## 777          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 778          1977     Gable  CompShg     Plywood     ImStucc    BrkFace
## 779          1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 780          1992     Gable  CompShg     VinylSd     VinylSd       None
## 781          2002     Gable  CompShg     VinylSd     VinylSd       None
## 782          1978     Gable  CompShg     Plywood     Plywood    BrkFace
## 783          2001     Gable  CompShg     Wd Sdng     Wd Shng       None
## 784          1967     Gable  CompShg     BrkFace     Wd Sdng       None
## 785          1950     Gable  CompShg     MetalSd     MetalSd       None
## 786          2004     Gable  CompShg     VinylSd     VinylSd       None
## 787          2000     Gable  CompShg     MetalSd     MetalSd       None
## 788          2007     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 789          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 790          1976     Gable  CompShg     HdBoard     HdBoard       None
## 791          1997     Gable  CompShg     MetalSd     MetalSd       None
## 792          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 793          1996     Gable  CompShg     MetalSd     MetalSd       None
## 794          1981     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 795          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 796          1953     Gable  CompShg     VinylSd     VinylSd       None
## 797          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 798          1950     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 799          1997     Gable  CompShg     VinylSd     VinylSd       None
## 800          1990     Gable  CompShg     MetalSd     MetalSd       None
## 801          2005     Gable  CompShg     WdShing     Wd Shng       None
## 802          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 803          1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 804          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 805          1967     Gable  CompShg     VinylSd     VinylSd       None
## 806          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 807          1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 808          1965       Hip  CompShg     AsbShng     AsbShng       None
## 809          1999       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 810          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 811          1952       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 812          1958     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 813          1950     Gable  CompShg      Stucco      Stucco       None
## 814          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 815          1954     Gable  CompShg     BrkFace     BrkFace       None
## 816          2002       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 817          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 818          2010     Gable  CompShg     VinylSd     VinylSd      Stone
## 819          2003     Gable  CompShg     VinylSd     VinylSd       None
## 820          1953     Gable  CompShg     MetalSd     MetalSd       None
## 821          2003     Gable  CompShg     VinylSd     VinylSd       None
## 822          1950     Gable  CompShg     VinylSd     VinylSd       None
## 823          2006     Gable  CompShg     VinylSd     VinylSd       None
## 824          2008       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 825          1950     Gable  CompShg     MetalSd     MetalSd       None
## 826          2001     Gable  CompShg     VinylSd     VinylSd       None
## 827          1967      Flat  Tar&Grv     Plywood     Plywood       None
## 828          2005     Gable  CompShg     MetalSd     MetalSd       None
## 829          1957     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 830          2005     Gable  CompShg     MetalSd     MetalSd       None
## 831          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 832          1964     Gable  CompShg     HdBoard     Plywood    BrkFace
## 833          1961     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 834          1995     Gable  CompShg     VinylSd     HdBoard       None
## 835          1973     Gable  CompShg     VinylSd     VinylSd       None
## 836          1973     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 837          2006     Gable  CompShg     VinylSd     VinylSd       None
## 838          1995     Gable  CompShg     MetalSd     MetalSd       None
## 839          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 840          2002     Gable  CompShg     MetalSd     MetalSd       None
## 841          1966     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 842          1961     Gable  CompShg     BrkFace     BrkFace       None
## 843          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 844          1981     Gable  CompShg     HdBoard     HdBoard       None
## 845          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 846          1972     Gable  CompShg     HdBoard     Plywood       None
## 847          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 848          1994       Hip  CompShg     Plywood     Plywood    BrkFace
## 849          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 850          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 851          1950     Gable  CompShg     MetalSd     MetalSd       None
## 852          1964     Gable  CompShg     MetalSd     HdBoard    BrkFace
## 853          1974       Hip  CompShg     Wd Sdng     Plywood       None
## 854          2010     Gable  CompShg     HdBoard     HdBoard       None
## 855          1978     Gable  CompShg     Plywood     HdBoard       None
## 856          1995     Gable  CompShg     HdBoard     HdBoard       None
## 857          1976     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 858          1984     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 859          1998     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 860          1965       Hip  CompShg     Plywood     HdBoard       None
## 861          1985       Hip  CompShg     HdBoard     Plywood       None
## 862          1959       Hip  CompShg     BrkFace     Plywood       None
## 863          2008     Gable  CompShg     VinylSd     VinylSd       None
## 864          1970     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 865          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 866          1961     Gable  CompShg     VinylSd     VinylSd       None
## 867          1950     Gable  CompShg     Plywood     Plywood       None
## 868          1994     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 869          1962       Hip  CompShg     MetalSd     MetalSd       None
## 870          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 871          1996     Gable  CompShg     WdShing     Wd Shng       None
## 872          1950     Gable  CompShg     HdBoard     HdBoard       None
## 873          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 874          2007     Gable  CompShg     CemntBd     CmentBd       None
## 875          1963     Gable  CompShg     HdBoard     Plywood       None
## 876          2005       Hip  CompShg     VinylSd     VinylSd      Stone
## 877          1995     Gable  CompShg     HdBoard     HdBoard       None
## 878          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 879          2006     Gable  CompShg     VinylSd     VinylSd       None
## 880          1991     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 881          1993     Gable  CompShg     VinylSd     VinylSd       None
## 882          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 883          1967     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 884          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 885          2005     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 886          1955     Gable  CompShg     MetalSd     MetalSd       None
## 887          1970      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 888          1953       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 889          2006     Gable  CompShg     MetalSd     MetalSd       None
## 890          1978       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 891          2003       Hip  CompShg     HdBoard     HdBoard       None
## 892          1954     Gable  CompShg     Wd Sdng     Plywood       None
## 893          1979     Gable  CompShg     Plywood     Plywood       None
## 894          1963       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 895          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 896          1979     Gable  CompShg     Plywood     Plywood       None
## 897          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 898          1994     Gable  CompShg     HdBoard     Plywood       None
## 899          1971     Gable  CompShg     HdBoard     HdBoard       None
## 900          2000       Hip  CompShg     MetalSd     MetalSd       None
## 901          2003     Gable  CompShg     VinylSd     VinylSd       None
## 902          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 903          1967     Gable  CompShg     HdBoard     Wd Sdng    BrkFace
## 904          1954     Gable  CompShg     HdBoard     HdBoard      Stone
## 905          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 906          1987     Gable  CompShg     BrkFace     BrkFace       None
## 907          1983     Gable  CompShg     HdBoard     HdBoard       None
## 908          2005     Gable  CompShg     VinylSd     VinylSd       None
## 909          1960     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 910          1989     Gable  CompShg     HdBoard     Plywood       None
## 911          1950     Gable  CompShg     MetalSd     MetalSd       None
## 912          1950     Gable  CompShg     MetalSd     MetalSd       None
## 913          2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 914          1970     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 915          1950     Gable  CompShg     AsbShng     AsbShng       None
## 916          1956     Gable  CompShg     VinylSd     VinylSd       None
## 917          1991     Gable  CompShg     HdBoard     HdBoard       None
## 918          2002       Hip  CompShg     MetalSd     MetalSd       None
## 919          1994     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 920          2003     Gable  CompShg     MetalSd     MetalSd       None
## 921          2006     Gable  CompShg     VinylSd     VinylSd       None
## 922          1994     Gable  CompShg     Plywood     Plywood       None
## 923          1980     Gable  CompShg     Plywood     Plywood    BrkFace
## 924          1977     Gable  CompShg     VinylSd     VinylSd       None
## 925          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 926          1968     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 927          2001       Hip  CompShg     VinylSd     VinylSd       None
## 928          1997     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 929          2007     Gable  CompShg     VinylSd     VinylSd       None
## 930          1965     Gable  CompShg     VinylSd     VinylSd       None
## 931          2006       Hip  CompShg     VinylSd     ImStucc      Stone
## 932          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 933          2007      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 934          1953     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 935          2003     Gable  CompShg     VinylSd     VinylSd       <NA>
## 936          2005     Gable  CompShg     VinylSd     VinylSd       None
## 937          2006     Gable  CompShg     VinylSd     VinylSd       None
## 938          1950     Gable  CompShg     MetalSd     MetalSd       None
## 939          1976     Gable  CompShg     Plywood     Plywood       None
## 940          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 941          1977     Gable  CompShg     MetalSd     MetalSd       None
## 942          1967     Gable  CompShg     HdBoard     Plywood       None
## 943          1958     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 944          1996       Hip  CompShg     VinylSd     VinylSd       None
## 945          1959     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 946          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 947          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 948          2006       Hip  CompShg     Plywood     Plywood       None
## 949          2002     Gable  CompShg     VinylSd     VinylSd       None
## 950          1965     Gable  CompShg     VinylSd     VinylSd       None
## 951          2003     Gable  CompShg     WdShing     HdBoard       None
## 952          1969     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 953          1975      Flat  Tar&Grv     WdShing     Plywood    BrkFace
## 954          1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 955          1980     Gable  CompShg     MetalSd     MetalSd       None
## 956          1962       Hip  CompShg     MetalSd     MetalSd       None
## 957          2003     Gable  CompShg     VinylSd     VinylSd       None
## 958          1999       Hip  CompShg     MetalSd     MetalSd       None
## 959          2008     Gable  CompShg     Wd Sdng     Plywood       None
## 960          1995     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 961          1976     Gable  CompShg     Plywood     Brk Cmn       None
## 962          2007     Gable  CompShg     VinylSd     VinylSd       None
## 963          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 964          2007     Gable  CompShg     VinylSd     VinylSd       None
## 965          1950     Gable  CompShg     MetalSd     MetalSd       None
## 966          1955       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 967          1950     Gable  CompShg     VinylSd     VinylSd       None
## 968          1958       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 969          1950     Gable  CompShg     AsbShng     AsbShng       None
## 970          2004     Gable  CompShg     VinylSd     Wd Shng      Stone
## 971          1979     Gable  CompShg     Plywood     Plywood       None
## 972          2008     Gable  CompShg     CemntBd     CmentBd       <NA>
## 973          1993     Gable  CompShg     HdBoard     HdBoard       None
## 974          2000     Gable  CompShg     MetalSd     MetalSd       None
## 975          1958     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 976          2007     Gable  CompShg     VinylSd     VinylSd       <NA>
## 977          1954     Gable  CompShg     MetalSd     MetalSd       None
## 978          1963     Gable  CompShg     VinylSd     VinylSd       None
## 979          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 980          1999       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 981          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 982          2002     Gable  CompShg     CemntBd     CmentBd       None
## 983          1977     Gable  CompShg     Plywood     Plywood       None
## 984          1950     Gable  CompShg     MetalSd     MetalSd       None
## 985          2003       Hip  CompShg     VinylSd     VinylSd       None
## 986          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 987          1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 988          2006     Gable  CompShg     VinylSd     VinylSd       None
## 989          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 990          1986     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 991          1993       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 992          2006     Gable  CompShg     VinylSd     VinylSd       None
## 993          2007       Hip  CompShg     CemntBd     CmentBd      Stone
## 994          1950     Gable  CompShg     MetalSd     MetalSd       None
## 995          1961       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 996          1970       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 997          1950       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 998          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 999          1952      Flat  Tar&Grv     BrkComm     Brk Cmn       None
## 1000         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1001         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1002         1976     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1003         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1004         1977     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1005         1970     Gable  CompShg     Plywood     Plywood       None
## 1006         1970     Gable  CompShg     CemntBd     CmentBd       None
## 1007         2005       Hip  CompShg     VinylSd     VinylSd      Stone
## 1008         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1009         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1010         1965       Hip  CompShg     AsphShn     AsphShn       None
## 1011         1996       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 1012         2006       Hip  CompShg     MetalSd      Stucco       None
## 1013         1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1014         2001     Gable  CompShg     VinylSd     VinylSd       None
## 1015         1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1016         1984     Gable  CompShg     HdBoard     HdBoard       None
## 1017         1992     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1018         2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1019         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1020         2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 1021         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1022         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1023         1976       Hip  WdShake       Stone     HdBoard       None
## 1024         1972     Gable  CompShg     VinylSd     VinylSd       None
## 1025         1960     Gable  CompShg     MetalSd     HdBoard    BrkFace
## 1026         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1027         1950     Gable  CompShg     WdShing     Wd Shng       None
## 1028         1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1029         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1030         1970     Gable  CompShg     Wd Sdng     Plywood       None
## 1031         1993     Gable  CompShg     MetalSd     MetalSd       None
## 1032         2002     Gable  CompShg     VinylSd     VinylSd      Stone
## 1033         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1034         1957     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1035         2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 1036         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1037         2008     Gable  CompShg     CemntBd     CmentBd       None
## 1038         1970     Gable  CompShg     CemntBd     CmentBd       None
## 1039         2000     Gable  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 1040         2000       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1041         2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 1042         1990       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1043         1981       Hip  WdShngl     BrkFace     BrkFace       None
## 1044         1955       Hip  CompShg     BrkFace     Wd Sdng       None
## 1045         2006       Hip  CompShg     CemntBd     CmentBd      Stone
## 1046         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1047         2006       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1048         2006     Gable  CompShg     MetalSd     MetalSd       None
## 1049         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1050         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1051         1978     Gable  CompShg     VinylSd     VinylSd     BrkCmn
## 1052         2002       Hip  CompShg     HdBoard     HdBoard      Stone
## 1053         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1054         1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 1055         2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 1056         1994     Gable  CompShg     HdBoard     HdBoard       None
## 1057         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1058         1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1059         2001     Gable  CompShg     CemntBd     CmentBd       None
## 1060         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1061         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1062         1980     Gable  CompShg     MetalSd     MetalSd       None
## 1063         1966     Gable  CompShg     Plywood     Plywood    BrkFace
## 1064         1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1065         1994     Gable  CompShg     VinylSd     VinylSd       None
## 1066         1964     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1067         1973     Gable  CompShg     CemntBd     CmentBd       None
## 1068         2003     Gable  CompShg     MetalSd     MetalSd       None
## 1069         1956       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1070         1968     Gable  CompShg     MetalSd     MetalSd       None
## 1071         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1072         1977       Hip  CompShg     HdBoard     Plywood    BrkFace
## 1073         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1074         1984     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1075         1989     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1076         1969     Gable  CompShg     VinylSd     Plywood       None
## 1077         2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1078         1994     Gable  CompShg     VinylSd     VinylSd       None
## 1079         2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1080         1963     Gable  CompShg     HdBoard     HdBoard       None
## 1081         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1082         1964       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1083         1996     Gable  CompShg     HdBoard     HdBoard       None
## 1084         1992     Gable  CompShg     HdBoard     HdBoard       None
## 1085         1973     Gable  CompShg     CemntBd     CmentBd       None
## 1086         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1087         2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 1088         2005     Gable  CompShg     MetalSd     MetalSd       None
## 1089         1950     Gable  CompShg     BrkFace     BrkFace       None
## 1090         2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1091         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1092         1998       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1093         2000     Gable  CompShg     MetalSd     MetalSd       None
## 1094         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1095         2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1096         1986     Gable  CompShg     HdBoard     HdBoard       None
## 1097         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1098         1978     Gable  CompShg     Plywood     Plywood    BrkFace
## 1099         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1100         1971     Gable  CompShg     HdBoard     MetalSd       None
## 1101         2002     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1102         1959       Hip  CompShg     BrkFace     BrkFace       None
## 1103         1970     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1104         1995     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1105         1991       Hip  CompShg     HdBoard     HdBoard       None
## 1106         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1107         2000     Gable  CompShg     VinylSd     VinylSd       None
## 1108         2005     Gable  CompShg     MetalSd     MetalSd      Stone
## 1109         1996     Gable  CompShg     HdBoard     HdBoard       None
## 1110         1976       Hip  CompShg     Plywood     Plywood    BrkFace
## 1111         1957     Gable  CompShg     WdShing     Wd Shng       None
## 1112         2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1113         2000     Gable  CompShg     MetalSd     MetalSd       None
## 1114         2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 1115         2002       Hip  CompShg     VinylSd     VinylSd       None
## 1116         2003     Gable  CompShg     VinylSd     VinylSd       None
## 1117         1987     Gable  CompShg     MetalSd     MetalSd       None
## 1118         1959     Gable  CompShg     BrkFace     Wd Sdng       None
## 1119         1950     Gable  CompShg     BrkFace     BrkFace       None
## 1120         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1121         1956     Gable  CompShg     AsbShng     AsbShng       None
## 1122         2008       Hip  CompShg     VinylSd     VinylSd       None
## 1123         1992     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1124         1955     Gable  CompShg     Plywood     Plywood       None
## 1125         2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1126         2004       Hip  CompShg     VinylSd     VinylSd       None
## 1127         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1128         1980     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1129         1950     Gable  CompShg     WdShing     Plywood       None
## 1130         1992     Gable  CompShg     HdBoard     HdBoard       None
## 1131         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1132         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1133         1997     Gable  CompShg     VinylSd     VinylSd       None
## 1134         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1135         1950     Gable  CompShg     VinylSd     VinylSd       None
## 1136         1996     Gable  CompShg     VinylSd     VinylSd       None
## 1137         1977     Gable  CompShg     Plywood     ImStucc       None
## 1138         1950     Gable  CompShg      Stucco      Stucco       None
## 1139         1951     Gable  CompShg     HdBoard     HdBoard       None
## 1140         1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 1141         2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 1142         1959     Gable  CompShg     Wd Sdng     Plywood       None
## 1143         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1144         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1145         1985     Gable  CompShg     Wd Sdng     Wd Shng    BrkFace
## 1146         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1147         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1148         1988       Hip  CompShg     VinylSd     VinylSd       None
## 1149         1950     Gable  CompShg     BrkFace     BrkFace       None
## 1150         1959     Gable  CompShg     HdBoard     Plywood    BrkFace
## 1151         2004     Gable  CompShg       Stone       Stone       None
## 1152         2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1153         1988     Gable  CompShg     VinylSd     VinylSd      Stone
## 1154         2004     Gable  CompShg     Plywood     Plywood       None
## 1155         1999     Gable  CompShg     BrkFace     BrkFace       None
## 1156         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1157         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1158         1974       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1159         1978     Gable  CompShg     Plywood     Brk Cmn       None
## 1160         2006       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1161         1968     Gable  CompShg     VinylSd     VinylSd       None
## 1162         1969     Gable  CompShg     Plywood     Plywood       None
## 1163         1978     Gable  CompShg     Plywood     Plywood       None
## 1164         2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 1165         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1166         2000     Gable  CompShg     VinylSd     VinylSd       None
## 1167         1986       Hip  CompShg      Stucco      Stucco       None
## 1168         1996       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1169         1977     Gable  CompShg     Plywood     Plywood       None
## 1170         1958       Hip  CompShg     MetalSd     MetalSd       None
## 1171         2007     Gable  CompShg     MetalSd     MetalSd       None
## 1172         1994     Gable  CompShg     MetalSd     MetalSd       None
## 1173         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1174         2000       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1175         1985     Gable  CompShg     HdBoard     Plywood       None
## 1176         2004     Gable  CompShg     MetalSd     MetalSd       None
## 1177         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1178         1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1179         1991     Gable  CompShg     MetalSd     MetalSd       None
## 1180         2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 1181         1950       Hip  CompShg      Stucco      Stucco       None
## 1182         1963       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1183         1950     Gable  CompShg     AsbShng     AsbShng       None
## 1184         1970     Gable  CompShg     HdBoard     HdBoard       None
## 1185         1995     Gable  CompShg     ImStucc     ImStucc       None
## 1186         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1187         1999     Gable  CompShg     VinylSd     VinylSd       None
## 1188         1975     Gable  CompShg     MetalSd     MetalSd      Stone
## 1189         2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1190         1994   Gambrel  CompShg     VinylSd     VinylSd       None
## 1191         1999       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1192         1969     Gable  CompShg     HdBoard     HdBoard      Stone
## 1193         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1194         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1195         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1196         2001     Gable  CompShg     VinylSd     VinylSd       None
## 1197         1979     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1198         1970     Gable  CompShg     MetalSd     MetalSd       None
## 1199         1998     Gable  CompShg     VinylSd     VinylSd       None
## 1200         1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1201         2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1202         1975     Gable  CompShg     HdBoard     HdBoard       None
## 1203         1991       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1204         1966     Gable  CompShg     HdBoard     HdBoard       None
## 1205         2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1206         1980     Gable  CompShg     MetalSd     MetalSd       None
## 1207         2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 1208         1992     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1209         2005     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1210         1950       Hip  CompShg     MetalSd     MetalSd       None
## 1211         2001     Gable  CompShg     VinylSd     VinylSd       None
## 1212         1962     Gable  CompShg     MetalSd     MetalSd       None
## 1213         1966     Gable  CompShg     VinylSd     VinylSd       None
## 1214         1978     Gable  CompShg     VinylSd     VinylSd       None
## 1215         2009     Gable  CompShg     CemntBd     CmentBd      Stone
## 1216         1950     Gable  CompShg     AsbShng     AsbShng       None
## 1217         1971     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 1218         1964     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1219         1968       Hip  CompShg     HdBoard     HdBoard       None
## 1220         1950     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1221         1951       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1222         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1223         1958       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1224         2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 1225         2008     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1226         2008       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1227         1960       Hip  CompShg     BrkFace     HdBoard       None
## 1228         1977      Shed  CompShg     Plywood     Plywood       None
## 1229         1962       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1230         1962     Gable  CompShg     HdBoard     HdBoard       None
## 1231         1959       Hip  CompShg     Plywood     Plywood    BrkFace
## 1232         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1233         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1234         2003     Gable  CompShg     VinylSd     Wd Shng      Stone
##      MasVnrArea ExterQual ExterCond Foundation BsmtQual BsmtCond BsmtExposure
## 1           196        Gd        TA      PConc       Gd       TA           No
## 2             0        TA        TA     CBlock       Gd       TA           Gd
## 3           162        Gd        TA      PConc       Gd       TA           Mn
## 4             0        TA        TA     BrkTil       TA       Gd           No
## 5           350        Gd        TA      PConc       Gd       TA           Av
## 6             0        TA        TA       Wood       Gd       TA           No
## 7           186        Gd        TA      PConc       Ex       TA           Av
## 8           240        TA        TA     CBlock       Gd       TA           Mn
## 9             0        TA        TA     BrkTil       TA       TA           No
## 10            0        TA        TA     BrkTil       TA       TA           No
## 11            0        TA        TA     CBlock       TA       TA           No
## 12          286        Ex        TA      PConc       Ex       TA           No
## 13            0        TA        TA     CBlock       TA       TA           No
## 14          306        Gd        TA      PConc       Gd       TA           Av
## 15          212        TA        TA     CBlock       TA       TA           No
## 16            0        TA        TA     BrkTil       TA       TA           No
## 17          180        TA        TA     CBlock       TA       TA           No
## 18            0        TA        TA       Slab     <NA>     <NA>         <NA>
## 19            0        TA        TA      PConc       TA       TA           No
## 20            0        TA        TA     CBlock       TA       TA           No
## 21          380        Gd        TA      PConc       Ex       TA           Av
## 22            0        TA        TA      PConc       TA       TA           No
## 23          281        Gd        TA      PConc       Gd       TA           No
## 24            0        TA        TA      PConc       Gd       TA           No
## 25            0        TA        Gd     CBlock       TA       TA           Mn
## 26          640        Gd        TA      PConc       Gd       TA           No
## 27            0        TA        TA     CBlock       TA       TA           Mn
## 28          200        Gd        TA      PConc       Ex       TA           No
## 29            0        TA        TA     CBlock       TA       TA           Gd
## 30            0        TA        TA     BrkTil       TA       TA           No
## 31            0        TA        Fa     BrkTil       TA       TA           No
## 32            0        TA        TA     CBlock       TA       TA           No
## 33            0        Gd        TA      PConc       Ex       TA           Av
## 34            0        TA        TA     CBlock       TA       TA           No
## 35          246        Ex        TA      PConc       Ex       TA           No
## 36          132        Gd        TA      PConc       Ex       TA           Av
## 37            0        TA        TA      PConc       Gd       TA           No
## 38          650        TA        TA     CBlock       TA       TA           No
## 39            0        TA        Gd     CBlock       TA       TA           No
## 40            0        TA        TA      PConc     <NA>     <NA>         <NA>
## 41          101        TA        TA     CBlock       TA       TA           No
## 42            0        TA        Gd     CBlock       TA       TA           Gd
## 43            0        TA        TA     CBlock       Gd       TA           Av
## 44            0        TA        TA     CBlock       Gd       TA           Av
## 45            0        TA        TA     CBlock       TA       TA           No
## 46          412        Ex        TA      PConc       Ex       TA           No
## 47            0        Gd        TA      PConc       Ex       TA           No
## 48            0        Gd        TA      PConc       Gd       TA           Av
## 49            0        TA        TA     BrkTil       TA       TA           No
## 50            0        TA        TA     CBlock       TA       TA           No
## 51            0        TA        TA      PConc       Gd       TA           Av
## 52            0        TA        TA      PConc       TA       TA           No
## 53            0        Fa        TA     CBlock       Gd       TA           Gd
## 54            0        Gd        TA     CBlock       Ex       TA           Gd
## 55            0        TA        TA     CBlock       TA       TA           No
## 56          272        TA        TA     CBlock       TA       TA           No
## 57          456        Gd        TA      PConc       Gd       TA           No
## 58            0        Gd        TA      PConc       Gd       TA           No
## 59         1031        Ex        TA      PConc       Ex       TA           Gd
## 60            0        TA        TA     CBlock       TA       TA           Av
## 61            0        TA        TA      PConc       Gd       TA           No
## 62            0        TA        TA     BrkTil       TA       Fa           No
## 63          178        Gd        TA      PConc       Gd       Gd           Mn
## 64            0        TA        TA     BrkTil       TA       TA           No
## 65          573        TA        TA      PConc       Gd       TA           No
## 66          344        Gd        TA      PConc       Ex       TA           Av
## 67          287        TA        TA     CBlock       Gd       TA           Gd
## 68          167        Gd        TA      PConc       Gd       TA           Av
## 69            0        TA        Gd     CBlock       TA       TA           No
## 70            0        Gd        TA     CBlock       TA       TA           No
## 71         1115        TA        Gd     CBlock       Gd       TA           Gd
## 72            0        TA        TA     CBlock       TA       TA           No
## 73           40        TA        TA      PConc       Gd       TA           No
## 74          104        TA        TA     CBlock       TA       TA           No
## 75            0        Gd        Gd     CBlock       Fa       TA           No
## 76            0        TA        TA     CBlock       Gd       TA           Gd
## 77            0        TA        TA     CBlock       TA       TA           No
## 78            0        TA        TA     CBlock       TA       TA           No
## 79            0        TA        TA     CBlock       TA       TA           No
## 80            0        TA        TA      PConc       TA       TA           No
## 81          576        TA        Gd     CBlock       Gd       TA           No
## 82          443        TA        Gd      PConc       Ex       Gd           No
## 83          468        TA        TA      PConc       Gd       TA           No
## 84           66        TA        TA     CBlock       TA       TA           No
## 85           22        TA        TA      PConc       Gd       TA           No
## 86          284        Gd        TA     CBlock       Gd       TA           No
## 87            0        Gd        TA      PConc       Gd       TA           Av
## 88           76        Gd        TA      PConc       Gd       TA           Av
## 89            0        Fa        Fa     CBlock       TA       Fa           No
## 90            0        TA        TA      PConc       Gd       TA           No
## 91            0        TA        TA       Slab     <NA>     <NA>         <NA>
## 92          203        TA        TA     CBlock       TA       TA           No
## 93            0        TA        Gd     BrkTil       Gd       TA           No
## 94            0        TA        TA     BrkTil       TA       Fa           Mn
## 95            0        TA        Gd      PConc       Gd       TA           No
## 96           68        Ex        Gd      PConc       Gd       Gd           No
## 97          183        Gd        TA      PConc       Gd       TA           Av
## 98           48        TA        TA     CBlock       TA       TA           No
## 99            0        TA        TA     BrkTil       TA       TA           No
## 100           0        TA        TA     CBlock       TA       TA           No
## 101          28        TA        TA      PConc       TA       TA           Mn
## 102         336        Gd        TA     CBlock       Gd       TA           No
## 103           0        TA        Fa       Slab     <NA>     <NA>         <NA>
## 104           0        TA        TA      PConc       Gd       TA           No
## 105         600        TA        Fa      PConc       TA       TA           No
## 106         768        Gd        TA      PConc       Ex       TA           No
## 107           0        TA        TA     BrkTil       Fa       TA           No
## 108           0        TA        TA     CBlock       TA       TA           No
## 109           0        TA        TA     CBlock       TA       TA           No
## 110         480        TA        TA     CBlock       Gd       TA           No
## 111           0        TA        TA     CBlock       TA       Fa           No
## 112           0        TA        TA      PConc       Gd       TA           No
## 113         220        Gd        TA      PConc       Ex       TA           Av
## 114         184        TA        Gd     CBlock       Gd       TA           Mn
## 115           0        TA        TA     CBlock       TA       TA           No
## 116        1129        TA        TA      PConc       Gd       TA           No
## 117         116        TA        TA     CBlock       TA       TA           No
## 118           0        TA        TA      PConc       Gd       TA           No
## 119           0        TA        TA      PConc       Gd       TA           Mn
## 120           0        Gd        TA      PConc       Gd       TA           No
## 121           0        TA        TA     CBlock       TA       TA           Gd
## 122           0        TA        TA      PConc       TA       TA           No
## 123         135        TA        Gd     CBlock       TA       TA           No
## 124           0        Gd        TA      PConc       Gd       TA           No
## 125           0        TA        Gd     CBlock       Gd       Fa           No
## 126           0        TA        Fa     CBlock       TA       TA           Av
## 127           0        TA        TA     CBlock       Gd       TA           No
## 128           0        TA        Gd     BrkTil       TA       TA           No
## 129         266        TA        TA     CBlock       TA       TA           No
## 130          85        TA        TA     CBlock       TA       TA           No
## 131         309        TA        TA     CBlock       TA       TA           No
## 132          40        Gd        TA      PConc       Gd       TA           No
## 133           0        TA        TA     CBlock       TA       TA           No
## 134         136        Gd        TA      PConc       Ex       TA           No
## 135           0        TA        TA     CBlock       TA       TA           No
## 136         288        TA        TA      PConc       TA       TA           No
## 137         196        TA        TA     CBlock       TA       TA           No
## 138          70        TA        TA     CBlock       TA       TA           No
## 139         320        Gd        TA      PConc       Gd       TA           Mn
## 140           0        TA        TA      PConc       Gd       TA           No
## 141           0        TA        TA     CBlock       TA       TA           No
## 142           0        Gd        TA      PConc       Gd       TA           Av
## 143           0        TA        Fa     CBlock       TA       TA           No
## 144         183        Gd        TA      PConc       Gd       TA           Gd
## 145         336        TA        TA     CBlock       TA       TA           No
## 146          50        Gd        TA      PConc       Gd       TA           No
## 147           0        TA        TA     BrkTil       TA       TA           No
## 148         180        Gd        TA      PConc       Gd       TA           No
## 149         120        TA        TA      PConc       Gd       TA           No
## 150           0        TA        TA     BrkTil       Gd       TA           No
## 151           0        TA        TA     CBlock       TA       TA           Av
## 152         436        Gd        TA      PConc       Ex       TA           Gd
## 153         252        TA        TA     CBlock       TA       TA           No
## 154           0        TA        TA     CBlock       Gd       TA           Gd
## 155           0        TA        TA     BrkTil       TA       TA           No
## 156           0        TA        TA     BrkTil       TA       TA           No
## 157           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 158          84        Gd        TA      PConc       Ex       TA           No
## 159           0        Gd        TA      PConc       Gd       TA           No
## 160         456        Gd        TA      PConc       Gd       TA           Mn
## 161           0        TA        TA      PConc       Gd       TA           No
## 162         664        Gd        TA      PConc       Ex       TA           Av
## 163         226        Gd        TA      PConc       Gd       TA           Mn
## 164           0        TA        TA     CBlock       TA       TA           No
## 165           0        TA        Gd     BrkTil       TA       TA           Mn
## 166           0        TA        Gd     BrkTil       TA       TA           No
## 167           0        Gd        TA     CBlock       TA       TA           No
## 168         300        Gd        TA      PConc       Ex       TA           No
## 169           0        Gd        TA      PConc       Gd       TA           No
## 170         653        Gd        TA     CBlock       Gd       TA           No
## 171           0        TA        TA     CBlock       TA       TA           No
## 172         112        TA        TA     CBlock       TA       Gd           Gd
## 173           0        Gd        Gd      PConc       Gd       Gd           No
## 174         491        TA        TA     CBlock       TA       TA           No
## 175         132        TA        TA     CBlock       Gd       Fa           No
## 176           0        TA        TA     CBlock       TA       Gd           Av
## 177         268        Gd        TA      PConc       Gd       TA           No
## 178           0        Gd        Gd     CBlock       TA       TA           No
## 179         748        Ex        TA      PConc       Ex       TA           No
## 180           0        Gd        TA     CBlock       TA       TA           No
## 181         456        Gd        TA      PConc       Gd       TA           No
## 182           0        TA        TA     BrkTil       Fa       TA           No
## 183          98        TA        TA      PConc     <NA>     <NA>         <NA>
## 184           0        TA        TA      PConc       Gd       TA           No
## 185           0        TA        TA      PConc       Fa       TA           No
## 186           0        Gd        Gd     BrkTil       TA       TA           Mn
## 187           0        TA        TA      PConc       Gd       TA           Av
## 188           0        TA        TA     CBlock       Fa       TA           No
## 189         275        TA        TA     CBlock       Gd       TA           Av
## 190           0        Gd        TA      PConc       Ex       TA           Av
## 191           0        Gd        TA     CBlock       Gd       Gd           No
## 192         138        TA        TA     CBlock       TA       TA           No
## 193           0        Gd        TA      PConc       Gd       TA           Av
## 194          50        Gd        TA      PConc       Gd       TA           No
## 195           0        TA        TA     CBlock       TA       TA           Av
## 196           0        TA        TA     CBlock       Gd       TA           No
## 197         205        Ex        TA      PConc       Ex       TA           No
## 198           0        Gd        Gd      PConc       TA       TA           No
## 199           0        TA        TA     CBlock       TA       TA           No
## 200         262        Gd        TA      PConc       Ex       TA           Av
## 201           0        TA        TA      PConc       Gd       TA           No
## 202           0        TA        TA     CBlock       TA       TA           No
## 203           0        TA        Gd     BrkTil       Fa       TA           No
## 204         205        Gd        TA      PConc       Gd       TA           Av
## 205           0        TA        TA     CBlock       TA       TA           No
## 206           0        TA        TA      PConc       Gd       TA           No
## 207           0        TA        Gd     CBlock       TA       TA           No
## 208           0        TA        TA      PConc       TA       TA           No
## 209         128        Gd        TA     CBlock       Gd       TA           Gd
## 210         260        TA        TA     CBlock       Gd       TA           No
## 211           0        TA        TA     CBlock       TA       TA           No
## 212           0        TA        TA      PConc       Gd       TA           Mn
## 213           0        TA        TA      PConc       Gd       TA           No
## 214           0        TA        TA      PConc       Gd       TA           No
## 215         153        TA        TA     CBlock       Gd       TA           No
## 216          64        TA        TA     CBlock       TA       TA           No
## 217         266        Gd        TA      PConc       Gd       TA           Mn
## 218           0        TA        TA     CBlock       TA       TA           No
## 219         312        Gd        Gd     CBlock       TA       TA           No
## 220          16        Gd        TA      PConc       Gd       TA           Av
## 221           0        Gd        TA      PConc       Gd       TA           Mn
## 222           0        Gd        TA      PConc       Gd       TA           No
## 223           0        TA        TA     CBlock       Gd       TA           No
## 224           0        TA        TA     CBlock       TA       TA           No
## 225         922        Ex        TA      PConc       Ex       TA           Gd
## 226         142        TA        TA     CBlock       TA       TA           No
## 227         290        Gd        TA      PConc       Gd       TA           No
## 228         127        TA        TA     CBlock       TA       TA           No
## 229           0        TA        TA     CBlock       TA       TA           No
## 230          16        Gd        TA      PConc       Gd       TA           Av
## 231         220        TA        TA     CBlock       TA       TA           No
## 232         506        Gd        TA      PConc       Gd       TA           No
## 233         297        TA        TA     CBlock       TA       TA           No
## 234           0        TA        TA     CBlock       TA       Gd           Av
## 235          NA        Gd        TA      PConc       Gd       TA           No
## 236         604        TA        TA     CBlock       TA       TA           No
## 237          98        Gd        TA      PConc       Gd       TA           Av
## 238           0        Gd        TA      PConc       Gd       TA           No
## 239         254        Ex        TA      PConc       Ex       TA           No
## 240           0        TA        TA     CBlock       TA       Fa           No
## 241          36        Gd        TA      PConc       Gd       TA           Av
## 242           0        TA        Gd     CBlock       TA       TA           No
## 243           0        TA        TA     BrkTil       TA       TA           No
## 244           0        TA        TA     CBlock       Gd       TA           No
## 245           0        Gd        TA      PConc       Gd       TA           No
## 246         102        TA        TA     CBlock       Gd       TA           Av
## 247           0        TA        Fa      Stone       Fa       TA           No
## 248           0        TA        TA     CBlock       TA       TA           No
## 249         101        Gd        TA      PConc       Gd       TA           No
## 250         472        Gd        TA     CBlock       Gd       TA           Gd
## 251           0        TA        Po     CBlock       TA       TA           No
## 252         481        Gd        TA      PConc       Gd       TA           Gd
## 253           0        Gd        TA      PConc       Gd       TA           No
## 254         108        TA        TA     CBlock       Gd       TA           Gd
## 255           0        TA        Gd     CBlock       TA       TA           No
## 256         302        Gd        TA      PConc       Gd       TA           No
## 257           0        Gd        TA      PConc       Gd       TA           No
## 258         180        Gd        TA      PConc       Gd       TA           No
## 259         172        Gd        TA      PConc       Gd       TA           No
## 260           0        TA        TA      PConc     <NA>     <NA>         <NA>
## 261         399        TA        TA     CBlock       TA       TA           Gd
## 262         270        Gd        TA      PConc       Ex       TA           No
## 263          46        TA        TA     CBlock       Gd       Gd           Av
## 264           0        TA        TA     BrkTil       TA       TA           No
## 265           0        TA        TA     BrkTil       Fa       TA           No
## 266         210        TA        Gd     CBlock       Gd       TA           No
## 267           0        TA        TA      PConc       Gd       TA           Av
## 268           0        TA        TA      PConc       TA       TA           No
## 269           0        TA        TA     CBlock       TA       TA           No
## 270         174        TA        Gd     CBlock       TA       Gd           No
## 271           0        Gd        TA      PConc       Gd       TA           Mn
## 272           0        TA        TA     CBlock       Gd       TA           Gd
## 273         348        Gd        TA      PConc       Gd       TA           No
## 274         183        TA        TA     CBlock       TA       TA           No
## 275           0        TA        TA     CBlock       TA       TA           Gd
## 276           0        Gd        Gd     BrkTil       TA       TA           No
## 277           0        Gd        TA      PConc       Ex       TA           No
## 278           0        TA        TA     CBlock       TA       TA           No
## 279         315        Ex        TA      PConc       Ex       TA           Gd
## 280         299        TA        TA     CBlock       Gd       TA           No
## 281         340        Gd        TA     CBlock       Gd       TA           Av
## 282          68        Gd        TA      PConc       Gd       TA           No
## 283         166        Gd        TA      PConc       Gd       TA           No
## 284          72        Gd        TA      PConc       Gd       TA           No
## 285           0        Gd        TA      PConc       Gd       TA           No
## 286           0        Gd        TA      PConc       Gd       TA           No
## 287           0        TA        TA     CBlock       TA       TA           No
## 288           0        TA        TA     CBlock       TA       TA           No
## 289          31        TA        Gd     CBlock       TA       TA           No
## 290           0        TA        TA     BrkTil       TA       TA           No
## 291           0        Gd        TA      PConc       Gd       TA           Av
## 292           0        TA        Fa      PConc       TA       Fa           No
## 293           0        TA        TA     CBlock       TA       TA           No
## 294          34        TA        TA     CBlock       TA       TA           No
## 295         238        TA        TA     CBlock       TA       TA           No
## 296           0        TA        TA     CBlock       TA       TA           Av
## 297           0        TA        TA     CBlock       TA       TA           No
## 298        1600        Gd        TA      PConc       Gd       TA           No
## 299         365        Gd        TA     CBlock       TA       TA           No
## 300           0        TA        Gd     CBlock       TA       TA           No
## 301          56        TA        TA     CBlock       TA       TA           Mn
## 302           0        Gd        TA      PConc       Gd       TA           No
## 303         150        Gd        TA      PConc       Gd       TA           No
## 304           0        TA        TA      PConc       TA       TA           No
## 305           0        TA        TA     BrkTil       TA       TA           No
## 306         246        Gd        TA      PConc       Gd       TA           No
## 307         246        Gd        TA     CBlock       Gd       TA           No
## 308           0        TA        Fa     CBlock       TA       TA           No
## 309           0        TA        TA     CBlock       TA       TA           No
## 310           0        Gd        TA      PConc       Ex       TA           Gd
## 311         112        TA        TA      PConc       Gd       TA           No
## 312           0        TA        Gd     CBlock       TA       TA           No
## 313           0        TA        TA     CBlock       Gd       TA           Mn
## 314           0        TA        TA     CBlock       Gd       TA           Gd
## 315           0        TA        TA     BrkTil       TA       Gd           No
## 316           0        Gd        TA      PConc       Gd       TA           No
## 317         278        Gd        TA     CBlock       Gd       TA           No
## 318           0        Gd        TA      PConc       Gd       TA           Av
## 319         256        Gd        TA      PConc       Gd       TA           Gd
## 320         225        TA        TA     CBlock       Gd       TA           Av
## 321         370        TA        TA      PConc       Ex       Gd           Av
## 322         388        Gd        TA      PConc       Ex       TA           Av
## 323         172        Gd        TA     CBlock       TA       TA           Gd
## 324           0        TA        Gd     CBlock       TA       TA           No
## 325         300        Gd        Gd     CBlock       Gd       TA           No
## 326           0        TA        TA     CBlock       TA       TA           Av
## 327           0        Gd        TA      PConc       Gd       TA           Gd
## 328         175        TA        TA     CBlock       TA       TA           No
## 329           0        TA        TA     BrkTil       TA       TA           No
## 330           0        TA        TA      PConc       TA       TA           Mn
## 331          84        TA        TA     CBlock       TA       TA           No
## 332           0        TA        TA     CBlock       TA       TA           No
## 333         296        Gd        TA      PConc       Gd       TA           No
## 334         146        Gd        TA      PConc       Gd       TA           Av
## 335           0        TA        TA      PConc       Gd       TA           Gd
## 336           0        TA        TA     CBlock       TA       TA           Gd
## 337         200        Gd        TA      PConc       Ex       TA           Gd
## 338         113        Gd        TA      PConc       Gd       TA           Av
## 339           0        Gd        TA     CBlock       Gd       TA           Mn
## 340         176        TA        TA     CBlock       TA       Fa           No
## 341           0        Gd        TA      PConc       Gd       TA           No
## 342           0        Fa        Fa     CBlock       TA       Fa           No
## 343         340        TA        TA       Slab     <NA>     <NA>         <NA>
## 344         616        Ex        TA      PConc       Ex       TA           No
## 345           0        TA        TA     CBlock       Gd       TA           No
## 346           0        TA        TA     BrkTil       TA       TA           No
## 347           0        TA        Gd     CBlock       TA       TA           Mn
## 348          30        TA        TA     CBlock       TA       TA           No
## 349         106        Gd        TA      PConc       Gd       TA           No
## 350         870        Ex        TA      PConc       Ex       TA           No
## 351         362        Ex        TA      PConc       Ex       TA           No
## 352           0        TA        TA      PConc       Gd       TA           Gd
## 353           0        TA        TA     CBlock       TA       Fa           Mn
## 354           0        TA        Gd     BrkTil       TA       TA           No
## 355           0        TA        TA     CBlock       TA       TA           No
## 356           0        Gd        Gd      PConc       Gd       Gd           No
## 357         106        TA        TA      PConc       Gd       TA           No
## 358           0        TA        TA      PConc       Gd       TA           No
## 359         120        TA        TA     CBlock       TA       TA           Av
## 360         530        Gd        TA      PConc       Gd       TA           Av
## 361           0        TA        TA     CBlock       Gd       TA           Av
## 362           0        TA        TA     CBlock       TA       TA           No
## 363         500        Gd        TA       Slab     <NA>     <NA>         <NA>
## 364         510        TA        TA     CBlock       TA       TA           No
## 365         120        TA        TA      PConc       Gd       TA           Mn
## 366           0        TA        Gd     CBlock       TA       Fa           No
## 367         247        TA        TA     CBlock       Gd       TA           No
## 368         305        TA        TA     CBlock       Gd       TA           Gd
## 369         200        TA        TA      PConc       TA       TA           No
## 370           0        TA        Gd     CBlock       TA       TA           No
## 371           0        TA        TA      PConc       Gd       TA           No
## 372           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 373           0        TA        TA     CBlock       Gd       TA           No
## 374           0        TA        TA      PConc       TA       TA           No
## 375           0        Gd        TA      PConc       Gd       TA           No
## 376           0        Fa        Fa     BrkTil       Fa       Po           Gd
## 377           0        Gd        TA      PConc       Gd       TA           Av
## 378           0        Gd        TA      PConc       Gd       TA           No
## 379         350        Gd        TA      PConc       Ex       TA           Av
## 380          16        TA        TA      PConc       Gd       TA           No
## 381           0        TA        TA     BrkTil       TA       TA           No
## 382           0        Gd        TA      PConc       Gd       Gd           No
## 383           0        Gd        TA      PConc       Gd       TA           Av
## 384           0        TA        TA     BrkTil       Fa       Fa           No
## 385           0        Gd        TA      PConc       Gd       TA           Av
## 386          16        Gd        TA      PConc       Gd       TA           No
## 387           0        TA        Fa      PConc       TA       TA           No
## 388         255        TA        TA     CBlock       TA       TA           Av
## 389         125        Gd        TA      PConc       Gd       TA           No
## 390         272        Ex        TA      PConc       Ex       TA           Av
## 391           0        TA        TA     BrkTil       TA       Gd           No
## 392           0        TA        TA      PConc       Ex       TA           No
## 393           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 394           0        TA        TA     CBlock       TA       TA           No
## 395           0        TA        TA     CBlock       TA       TA           No
## 396           0        TA        TA     CBlock       TA       TA           Av
## 397           0        TA        TA     CBlock       TA       TA           Av
## 398         288        TA        TA     CBlock       TA       TA           No
## 399           0        TA        Fa     BrkTil       Fa       Po           No
## 400         100        Gd        TA      PConc       Gd       TA           No
## 401           0        Gd        TA      PConc       Gd       TA           No
## 402           0        Gd        TA      PConc       Gd       TA           Av
## 403           0        TA        TA      PConc       TA       TA           No
## 404         650        Gd        TA      PConc       Gd       TA           No
## 405           0        TA        TA      PConc       Gd       TA           No
## 406           0        TA        TA     CBlock       TA       TA           No
## 407           0        TA        TA     BrkTil       TA       TA           No
## 408           0        TA        TA     BrkTil       Gd       TA           No
## 409         350        Gd        TA      PConc       Ex       Gd           No
## 410         100        Gd        TA      PConc       Ex       TA           No
## 411           0        TA        Fa     CBlock       TA       Fa           No
## 412           0        TA        TA     CBlock       TA       TA           Mn
## 413         432        Ex        TA      PConc       Ex       TA           Av
## 414           0        TA        TA     CBlock       TA       TA           No
## 415           0        Gd        TA      PConc       Gd       TA           No
## 416           0        Gd        TA      PConc       Gd       TA           Av
## 417         203        TA        TA     CBlock       TA       TA           No
## 418           0        TA        TA     BrkTil       Gd       TA           No
## 419           0        TA        TA     BrkTil       TA       TA           No
## 420           0        TA        TA     CBlock       TA       TA           No
## 421         200        TA        Gd      PConc       Gd       Gd           Gd
## 422         126        Gd        TA     CBlock       Gd       TA           No
## 423           0        TA        TA     CBlock       TA       TA           No
## 424         473        Gd        TA      PConc       Gd       TA           No
## 425          74        TA        TA     CBlock       Gd       TA           No
## 426           0        TA        Gd     CBlock       TA       TA           No
## 427         145        Gd        TA      PConc       Gd       TA           Gd
## 428           0        TA        TA     CBlock       TA       TA           No
## 429         108        Gd        TA      PConc       Gd       TA           No
## 430           0        TA        TA     CBlock       Gd       TA           Mn
## 431         232        TA        TA     CBlock       TA       TA           No
## 432           0        TA        TA     BrkTil       TA       TA           No
## 433         376        TA        TA     CBlock       TA       TA           No
## 434           0        TA        TA      PConc       Gd       TA           No
## 435           0        TA        Gd     CBlock       Gd       TA           Av
## 436           0        Gd        TA      PConc       Gd       TA           Av
## 437           0        TA        TA     BrkTil       Fa       TA           No
## 438           0        Gd        TA      PConc       TA       TA           No
## 439           0        TA        TA      PConc       TA       TA           No
## 440           0        TA        TA     BrkTil       TA       Fa           Mn
## 441         200        Ex        TA      PConc       Ex       TA           Gd
## 442         270        TA        TA     CBlock       TA       TA           No
## 443           0        TA        TA      PConc       TA       TA           No
## 444          72        Gd        TA      PConc       Ex       TA           Av
## 445           0        Gd        Gd      PConc       Gd       TA           No
## 446           0        TA        TA     CBlock       TA       TA           No
## 447           0        Gd        TA     CBlock       TA       TA           No
## 448           0        Gd        TA      PConc       Gd       TA           No
## 449           0        TA        TA     BrkTil       TA       TA           No
## 450           0        TA        Gd     CBlock       TA       TA           No
## 451           0        TA        TA     BrkTil       TA       TA           No
## 452           0        TA        TA     CBlock       Gd       TA           Gd
## 453          42        Gd        TA      PConc       Ex       TA           No
## 454           0        Gd        TA      PConc       Gd       TA           No
## 455           0        TA        TA     CBlock       TA       TA           No
## 456         320        TA        TA     CBlock       TA       TA           No
## 457           0        TA        TA     BrkTil       TA       TA           No
## 458           0        TA        TA     CBlock       Gd       TA           Gd
## 459           0        TA        Gd      PConc       TA       TA           No
## 460         161        TA        TA     CBlock       TA       TA           No
## 461         110        Gd        TA      PConc       Gd       TA           No
## 462           0        Gd        Gd      PConc       Gd       Gd           No
## 463           0        TA        TA     CBlock       TA       TA           No
## 464           0        TA        TA     CBlock       TA       TA           No
## 465         136        TA        TA     CBlock       Gd       TA           No
## 466          18        Gd        TA      PConc       Gd       TA           No
## 467           0        TA        Gd     CBlock       TA       Gd           Gd
## 468         224        TA        TA     CBlock       TA       TA           No
## 469         248        Gd        TA      PConc       Gd       TA           No
## 470         120        Gd        TA      PConc       Gd       TA           No
## 471           0        Gd        TA      PConc       Gd       TA           Av
## 472           0        TA        TA     CBlock       Gd       TA           No
## 473          80        TA        TA      PConc       Gd       TA           Gd
## 474         304        Gd        TA      PConc       Ex       TA           Gd
## 475           0        Gd        TA      PConc       Gd       TA           Av
## 476           0        TA        TA     CBlock       TA       TA           No
## 477         215        TA        TA      PConc       Gd       TA           Gd
## 478         772        Ex        TA      PConc       Gd       TA           Av
## 479         336        Gd        TA      PConc       Ex       TA           Gd
## 480         435        TA        TA     BrkTil       Fa       TA           No
## 481         378        Gd        TA      PConc       Ex       TA           Gd
## 482         562        Gd        TA      PConc       Ex       TA           Gd
## 483           0        Gd        TA      PConc       TA       TA           No
## 484         116        TA        TA      PConc       Ex       TA           No
## 485           0        TA        Gd     CBlock       TA       TA           No
## 486           0        Gd        TA     CBlock       TA       TA           No
## 487         168        TA        TA     CBlock       TA       TA           No
## 488           0        TA        TA     CBlock       Gd       TA           Av
## 489           0        TA        Fa     CBlock       TA       Fa           No
## 490           0        TA        Gd     CBlock       Gd       TA           Av
## 491           0        TA        TA      PConc       Gd       TA           Mn
## 492           0        TA        TA     CBlock       TA       TA           No
## 493           0        Gd        TA      PConc       Gd       TA           No
## 494           0        TA        TA     CBlock       TA       TA           No
## 495           0        TA        TA     BrkTil       Fa       TA           No
## 496           0        TA        TA     CBlock       TA       TA           No
## 497           0        Gd        TA      PConc       Gd       TA           No
## 498           0        TA        Gd      PConc       TA       TA           No
## 499          89        TA        TA      PConc       TA       TA           No
## 500           0        TA        TA     CBlock       TA       TA           No
## 501         285        TA        TA     CBlock       TA       TA           No
## 502           0        Gd        TA      PConc       Gd       TA           No
## 503           0        TA        TA     CBlock       TA       TA           No
## 504           0        TA        TA     CBlock       TA       TA           No
## 505           0        TA        TA     CBlock       TA       TA           No
## 506         360        TA        TA     CBlock       TA       TA           No
## 507         125        Gd        TA      PConc       Gd       TA           No
## 508           0        Gd        TA      PConc       Gd       TA           No
## 509           0        TA        Ex     BrkTil       TA       TA           No
## 510         132        TA        TA     CBlock       TA       TA           No
## 511          70        Gd        TA     CBlock       TA       TA           No
## 512          94        Gd        TA      PConc       Gd       TA           No
## 513           0        TA        TA     CBlock       TA       TA           No
## 514           0        TA        Gd      PConc       TA       TA           No
## 515           0        TA        TA     BrkTil       TA       TA           No
## 516         305        Ex        TA     CBlock       Ex       TA           No
## 517         333        TA        TA     CBlock       TA       TA           No
## 518         921        Gd        TA      PConc       Gd       TA           No
## 519           0        TA        TA      PConc       Gd       TA           Mn
## 520           0        Gd        TA     BrkTil       Gd       TA           No
## 521           0        TA        TA     BrkTil     <NA>     <NA>         <NA>
## 522           0        TA        TA     CBlock       TA       TA           No
## 523           0        TA        Gd     CBlock       TA       TA           No
## 524         594        Gd        TA      PConc       Gd       TA           No
## 525           0        Gd        TA      PConc       Gd       TA           No
## 526           0        TA        TA     CBlock       Gd       TA           No
## 527         268        Ex        TA      PConc       Ex       TA           Av
## 528           0        TA        TA     BrkTil       TA       TA           Mn
## 529          NA        Gd        TA      PConc       TA       TA           No
## 530         219        Gd        TA     CBlock       Gd       TA           Av
## 531           0        TA        TA     BrkTil       Fa       Fa           Mn
## 532           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 533           0        Fa        Fa       Slab     <NA>     <NA>         <NA>
## 534           0        Gd        TA      PConc       Ex       Gd           Av
## 535           0        TA        TA     CBlock       Gd       TA           Gd
## 536           0        TA        TA      PConc       Gd       TA           Av
## 537           0        TA        TA     CBlock       TA       TA           No
## 538         188        TA        TA     CBlock       TA       TA           No
## 539         479        Gd        TA      PConc       Gd       TA           Av
## 540         584        Ex        TA      PConc       Ex       TA           Av
## 541          72        Gd        TA      PConc       Gd       TA           No
## 542           0        Gd        TA      PConc       Ex       TA           No
## 543         182        TA        TA      PConc       Gd       TA           Av
## 544           0        Gd        TA      PConc       Gd       Gd           Av
## 545         178        Gd        Gd      PConc       Gd       Gd           No
## 546           0        TA        TA     BrkTil       Gd       TA           No
## 547           0        TA        Gd     CBlock       Gd       TA           Av
## 548           0        TA        Gd     CBlock       TA       TA           No
## 549           0        Gd        TA      PConc       Gd       TA           No
## 550           0        TA        TA     CBlock       Gd       TA           No
## 551           0        TA        TA     CBlock       TA       TA           No
## 552         250        Gd        TA      PConc       Ex       TA           Av
## 553           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 554         292        Gd        TA      PConc       Gd       TA           No
## 555           0        TA        TA     BrkTil       TA       Fa           No
## 556           0        TA        TA     CBlock       TA       TA           No
## 557           0        TA        TA     CBlock       TA       TA           No
## 558           0        TA        TA      PConc       Gd       TA           Gd
## 559          18        Gd        TA      PConc       Gd       TA           Gd
## 560         180        TA        TA     CBlock       Gd       TA           No
## 561           0        TA        TA     CBlock       Gd       TA           Av
## 562           0        TA        TA     CBlock       TA       TA           No
## 563           0        TA        TA     BrkTil       Gd       TA           Mn
## 564           0        Gd        TA      PConc       Gd       TA           No
## 565           0        TA        TA      PConc       Gd       TA           No
## 566         245        Gd        TA      PConc       Gd       Gd           No
## 567         168        Gd        TA      PConc       Gd       TA           No
## 568           0        Gd        TA     CBlock       Gd       TA           Gd
## 569           0        TA        TA     CBlock       Gd       TA           Gd
## 570         108        TA        TA     CBlock       TA       TA           No
## 571         207        TA        TA     CBlock       TA       TA           No
## 572           0        TA        TA      PConc       Ex       TA           Av
## 573           0        TA        TA      PConc       Gd       TA           No
## 574          82        TA        TA     CBlock       TA       TA           Av
## 575           0        TA        TA     CBlock       TA       TA           No
## 576           0        TA        TA     BrkTil       TA       TA           No
## 577          97        TA        TA     CBlock       TA       TA           Av
## 578           0        Gd        TA      PConc       Gd       TA           No
## 579         335        TA        TA     BrkTil       TA       TA           No
## 580          85        TA        TA     CBlock       TA       TA           No
## 581         306        Ex        TA      PConc       Ex       TA           No
## 582         104        TA        Gd     CBlock       Gd       TA           Av
## 583           0        Ex        Ex     BrkTil       TA       TA           No
## 584           0        TA        TA     BrkTil       TA       TA           No
## 585         208        Gd        TA      PConc       Ex       TA           Gd
## 586           0        TA        Gd     BrkTil       TA       Gd           Mn
## 587           0        TA        TA     CBlock       TA       TA           Av
## 588           0        TA        TA     CBlock       TA       TA           Gd
## 589           0        TA        TA     BrkTil       TA       TA           No
## 590           0        Gd        TA      PConc       Gd       TA           No
## 591         420        Ex        TA      PConc       Ex       TA           Gd
## 592           0        TA        Gd      PConc       TA       Gd           No
## 593         170        Gd        TA      PConc       Gd       TA           Av
## 594           0        TA        TA     CBlock       Gd       TA           No
## 595         238        Gd        TA      PConc       Gd       TA           Gd
## 596           0        TA        TA     CBlock       TA       TA           No
## 597          72        Gd        TA      PConc       Ex       TA           Av
## 598         459        TA        TA     CBlock       Gd       TA           Mn
## 599           0        TA        Gd     CBlock       Gd       TA           No
## 600         280        Gd        TA      PConc       Gd       TA           Av
## 601           0        TA        Gd      PConc       TA       TA           No
## 602           0        Gd        TA      PConc       Gd       TA           Mn
## 603           0        Gd        TA      PConc       Gd       TA           No
## 604          99        Gd        TA      PConc       Gd       TA           Mn
## 605         176        TA        TA     CBlock       TA       TA           No
## 606           0        TA        Gd      PConc       Gd       TA           No
## 607           0        TA        Gd     CBlock       TA       Gd           No
## 608           0        TA        TA      PConc       Gd       TA           Mn
## 609         192        TA        Fa     CBlock       TA       TA           Mn
## 610         204        Gd        TA      PConc       Ex       TA           Mn
## 611         233        TA        TA     CBlock       Gd       TA           Av
## 612         108        Gd        TA      PConc       Gd       TA           Av
## 613           0        TA        TA      PConc       Gd       TA           No
## 614           0        TA        TA     CBlock       Gd       TA           Av
## 615         156        TA        Gd      PConc       TA       TA           Gd
## 616           0        Gd        TA      PConc       Gd       TA           No
## 617           0        TA        TA     CBlock       TA       TA           No
## 618         452        Ex        TA      PConc       Ex       TA           Av
## 619         226        Gd        TA      PConc       Gd       TA           Gd
## 620           0        TA        TA     BrkTil       TA       TA           No
## 621           0        TA        TA     CBlock       TA       TA           No
## 622         153        TA        TA     CBlock       TA       TA           No
## 623         513        Gd        TA      PConc       Gd       TA           No
## 624         288        TA        TA     CBlock       TA       TA           No
## 625         261        TA        TA     CBlock       TA       TA           No
## 626           0        TA        TA     CBlock       TA       TA           No
## 627         164        TA        TA     CBlock       TA       TA           Av
## 628         192        TA        TA      PConc       Gd       TA           Av
## 629         259        TA        TA     CBlock       TA       TA           Gd
## 630           0        TA        TA     BrkTil       Fa       Fa           No
## 631         108        Gd        TA      PConc       Gd       Gd           Mn
## 632         209        TA        Gd     CBlock       TA       TA           No
## 633           0        TA        TA     CBlock       TA       TA           No
## 634           0        TA        TA     CBlock       TA       TA           No
## 635           0        Fa        TA     CBlock       TA       Fa           No
## 636           0        Fa        Fa     BrkTil       TA       Fa           No
## 637           0        TA        TA     CBlock       TA       TA           No
## 638           0        TA        TA     CBlock       Fa       TA           No
## 639           0        Gd        TA      PConc       Gd       Gd           Av
## 640         472        Ex        TA      PConc       Ex       TA           Gd
## 641           0        Gd        TA      PConc       Gd       TA           No
## 642           0        Gd        TA     CBlock       Gd       TA           Gd
## 643         263        TA        TA     CBlock       TA       TA           No
## 644         162        Ex        TA      PConc       Ex       TA           Mn
## 645           0        TA        TA     CBlock       TA       TA           No
## 646           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 647         216        TA        TA     CBlock       TA       TA           Mn
## 648         351        TA        TA     CBlock       TA       TA           No
## 649           0        TA        TA     CBlock       Gd       TA           Av
## 650          NA        Gd        TA      PConc       Gd       TA           No
## 651           0        TA        TA     CBlock       TA       TA           Mn
## 652           0        Gd        TA      PConc       Gd       TA           No
## 653           0        TA        TA     CBlock       TA       TA           No
## 654         660        Gd        Gd      PConc       Gd       TA           Gd
## 655         381        TA        TA     CBlock       TA       TA           No
## 656          54        Gd        TA     CBlock       TA       TA           No
## 657           0        TA        Fa     BrkTil       Gd       TA           No
## 658           0        TA        TA     CBlock       TA       TA           No
## 659           0        TA        Gd      PConc       TA       TA           No
## 660         233        TA        TA     CBlock       Gd       TA           No
## 661         528        Gd        TA      PConc       Gd       Gd           No
## 662         216        TA        TA     CBlock       Fa       Fa           No
## 663           0        TA        TA     CBlock       Gd       TA           Av
## 664           0        Gd        TA      PConc       Ex       TA           Mn
## 665          40        Gd        TA      PConc       Gd       TA           No
## 666         113        TA        Gd     CBlock       Gd       TA           No
## 667         258        TA        TA      PConc       Gd       TA           No
## 668           0        TA        TA     CBlock       TA       TA           No
## 669           0        TA        TA     BrkTil       Fa       TA           No
## 670           0        Gd        TA      PConc       Gd       TA           No
## 671           0        TA        Gd     BrkTil       TA       TA           No
## 672           0        Gd        TA     CBlock       Gd       TA           No
## 673         106        TA        TA      PConc       TA       TA           No
## 674           0        TA        TA     CBlock       TA       TA           No
## 675           0        TA        TA     CBlock       TA       TA           No
## 676           0        TA        TA     BrkTil       TA       Fa           No
## 677           0        Gd        TA     BrkTil       TA       TA           No
## 678         464        Gd        TA      PConc       Ex       TA           Mn
## 679          57        TA        TA     CBlock       TA       TA           No
## 680           0        TA        TA     CBlock       Gd       TA           No
## 681           0        TA        TA     BrkTil       TA       TA           No
## 682           0        TA        TA      PConc       Gd       TA           Mn
## 683         215        Gd        TA      PConc       Gd       TA           Av
## 684          30        Gd        TA      PConc       Gd       TA           No
## 685           0        Gd        TA     CBlock       Gd       TA           Mn
## 686           0        Gd        TA      PConc       Gd       TA           No
## 687           0        Gd        TA      PConc       Gd       TA           No
## 688           0        Gd        TA      PConc       Gd       TA           Av
## 689         256        Gd        TA      PConc       Gd       TA           Av
## 690         147        Gd        TA      PConc       Gd       TA           Gd
## 691         293        Gd        TA      PConc       Gd       TA           Gd
## 692           0        TA        TA     BrkTil       TA       TA           No
## 693           0        TA        Fa     BrkTil       TA       TA           No
## 694          72        TA        TA     CBlock       Gd       Gd           No
## 695           0        TA        TA     CBlock       TA       TA           No
## 696           0        TA        TA      PConc       Ex       Gd           Mn
## 697           0        TA        Gd     CBlock       TA       TA           No
## 698           0        Gd        TA      PConc       Gd       TA           Mn
## 699         630        Gd        TA      PConc       Ex       TA           Gd
## 700         168        TA        TA     CBlock       TA       TA           No
## 701         466        Ex        TA      PConc       Ex       Gd           No
## 702           0        TA        Gd     BrkTil       Gd       TA           No
## 703         109        Gd        TA      PConc       Gd       TA           Av
## 704           0        Fa        Fa       Slab     <NA>     <NA>         <NA>
## 705         351        TA        TA     CBlock       Gd       TA           Gd
## 706         176        Gd        TA      PConc       Gd       TA           No
## 707           0        Gd        TA      PConc       Gd       TA           Av
## 708          41        TA        TA      PConc       TA       TA           No
## 709           0        Gd        TA     CBlock       TA       TA           No
## 710           0        TA        TA      Stone       TA       TA           Mn
## 711           0        Gd        TA      PConc       Gd       TA           Mn
## 712         160        TA        TA     CBlock       TA       TA           Av
## 713         289        Gd        TA     CBlock       TA       TA           No
## 714         174        TA        TA     CBlock       Gd       TA           No
## 715           0        TA        Gd     BrkTil       TA       TA           No
## 716           0        TA        TA     CBlock       Gd       TA           No
## 717         651        Gd        TA      PConc       Gd       TA           Gd
## 718           0        TA        TA     CBlock       Gd       TA           Gd
## 719           0        Gd        TA      PConc       Gd       TA           Gd
## 720         169        Gd        TA      PConc       Gd       TA           Av
## 721           0        TA        Gd     CBlock       TA       TA           No
## 722           0        TA        TA      PConc       TA       TA           No
## 723         340        Ex        TA      PConc       Ex       TA           No
## 724           0        TA        TA     CBlock       TA       TA           No
## 725         260        Gd        Gd     CBlock       Gd       TA           No
## 726          82        Gd        TA      PConc       Gd       TA           Av
## 727          95        TA        TA     CBlock       TA       TA           No
## 728           0        TA        TA     CBlock       TA       TA           No
## 729           0        Gd        TA      PConc       Gd       TA           No
## 730         442        Gd        TA      PConc       Ex       TA           Av
## 731         202        Gd        TA      PConc       Gd       TA           Av
## 732           0        TA        TA     CBlock       TA       TA           No
## 733           0        TA        TA      PConc       TA       TA           No
## 734           0        TA        TA     BrkTil       Gd       TA           Mn
## 735           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 736           0        Gd        TA      PConc       Gd       TA           No
## 737           0        TA        TA     CBlock       Gd       Gd           Gd
## 738           0        Gd        TA      PConc       Gd       TA           No
## 739           0        TA        Gd     BrkTil       Fa       Fa           No
## 740           0        TA        Gd     CBlock       TA       TA           Mn
## 741         108        TA        TA      PConc       Gd       TA           No
## 742           0        TA        TA     CBlock       Gd       TA           Av
## 743           0        Gd        TA      PConc       Gd       TA           No
## 744         289        Ex        Gd     CBlock       TA       Gd           No
## 745           0        Gd        TA      PConc       Gd       TA           No
## 746           0        Gd        TA      Stone       TA       Fa           No
## 747         338        Gd        TA      PConc       Gd       TA           No
## 748           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 749           0        TA        TA     BrkTil       TA       Fa           No
## 750           0        Gd        TA      PConc       Gd       TA           No
## 751           0        TA        Gd      PConc       Gd       TA           Gd
## 752         178        Gd        TA      PConc       Gd       TA           Mn
## 753           0        TA        TA     CBlock       TA       TA           No
## 754         894        TA        TA      PConc       Gd       TA           No
## 755           0        Gd        TA      PConc       Gd       TA           Av
## 756         328        TA        TA     CBlock       TA       TA           Mn
## 757         360        TA        TA      PConc       Gd       TA           No
## 758         513        Gd        TA      PConc       Gd       TA           Av
## 759           0        TA        TA     CBlock       TA       TA           No
## 760           0        TA        TA      PConc       TA       TA           Mn
## 761           0        TA        TA      PConc       Gd       TA           Mn
## 762         673        Gd        TA      PConc       Gd       TA           Mn
## 763           0        Gd        Gd      PConc       Gd       Gd           Av
## 764         284        Gd        TA      PConc       Gd       TA           No
## 765          42        TA        TA     CBlock       Gd       TA           No
## 766           0        TA        TA     CBlock       Gd       TA           Mn
## 767           0        Gd        TA      PConc       Gd       TA           No
## 768         603        Ex        TA      PConc       Gd       TA           Gd
## 769           0        TA        TA     CBlock       Gd       TA           Av
## 770           0        TA        TA     CBlock       Fa       Fa           No
## 771           0        TA        TA     CBlock       TA       TA           Av
## 772           1        TA        TA     CBlock       TA       TA           No
## 773         375        Gd        TA      PConc       Gd       TA           Av
## 774         320        TA        TA      PConc       Ex       TA           No
## 775         240        Gd        TA      PConc       Gd       TA           Av
## 776           0        TA        TA     CBlock       TA       TA           No
## 777         320        TA        TA       Slab     <NA>     <NA>         <NA>
## 778          90        TA        TA     CBlock       Gd       TA           Gd
## 779          38        TA        TA      PConc       Gd       Gd           No
## 780           0        Gd        Gd      PConc       Gd       TA           No
## 781           0        Gd        TA      PConc       Gd       TA           No
## 782         104        TA        Gd      PConc       Gd       TA           Av
## 783           0        TA        TA     CBlock       TA       TA           No
## 784           0        TA        TA     CBlock       TA       TA           No
## 785           0        TA        Gd      PConc       Fa       TA           No
## 786           0        Gd        TA      PConc       Gd       TA           No
## 787           0        TA        TA     CBlock       TA       TA           No
## 788         157        TA        TA     CBlock       TA       Fa           Gd
## 789          11        Gd        TA      PConc       Gd       TA           No
## 790           0        TA        TA      PConc       Gd       TA           Av
## 791           0        Gd        TA      PConc       Gd       TA           Av
## 792         140        Gd        TA      PConc       Gd       TA           Av
## 793           0        Gd        TA      PConc       Gd       TA           No
## 794         130        TA        TA     CBlock       Gd       TA           No
## 795         148        TA        TA     CBlock       TA       TA           No
## 796           0        TA        TA     CBlock       TA       TA           No
## 797         860        Ex        TA      PConc       Ex       TA           No
## 798         252        TA        TA     BrkTil       Gd       TA           No
## 799           0        TA        TA      PConc       Gd       TA           Gd
## 800           0        TA        TA     CBlock       TA       TA           No
## 801           0        Gd        TA      PConc       Gd       TA           Av
## 802         424        Ex        TA      PConc       Ex       TA           Gd
## 803           0        TA        TA     CBlock       TA       TA           No
## 804         256        Gd        TA      PConc       Gd       TA           No
## 805           0        TA        TA      PConc       TA       TA           Av
## 806           0        TA        TA     CBlock       TA       TA           Gd
## 807        1047        TA        TA     CBlock       TA       TA           Av
## 808           0        TA        TA      PConc       TA       TA           No
## 809          99        TA        TA     CBlock       TA       TA           No
## 810         169        Gd        TA      PConc       Gd       TA           Gd
## 811           0        Fa        TA     CBlock       TA       TA           Av
## 812         243        TA        TA     CBlock       TA       TA           No
## 813           0        TA        TA     BrkTil       TA       TA           No
## 814         442        TA        TA      PConc       Gd       TA           No
## 815           0        TA        TA     CBlock       TA       TA           No
## 816         148        Gd        TA      PConc       Gd       TA           No
## 817          80        TA        TA     CBlock       TA       TA           Av
## 818         128        Gd        TA      PConc       Gd       TA           Mn
## 819           0        Gd        TA      PConc       Gd       TA           No
## 820           0        Fa        TA     CBlock       Fa       TA           No
## 821           0        Gd        TA      PConc       Gd       TA           Gd
## 822           0        TA        TA     BrkTil       TA       TA           No
## 823           0        Gd        TA      PConc       Gd       Gd           No
## 824         816        Ex        TA      PConc       Ex       TA           Av
## 825           0        TA        TA     BrkTil       TA       TA           No
## 826           0        Gd        TA      PConc       Gd       TA           No
## 827           0        TA        TA      PConc       TA       Gd           Gd
## 828           0        Gd        TA      PConc       Gd       TA           No
## 829         387        TA        TA     CBlock       TA       TA           No
## 830           0        TA        TA      PConc       Gd       TA           No
## 831         223        Gd        TA      PConc       Gd       TA           No
## 832         180        TA        TA     CBlock       TA       TA           No
## 833         136        TA        TA     CBlock       TA       TA           No
## 834           0        TA        TA     CBlock       Gd       TA           No
## 835           0        TA        TA     BrkTil       TA       TA           No
## 836         158        TA        TA     CBlock       TA       TA           No
## 837           0        TA        TA      PConc       Gd       TA           No
## 838           0        TA        TA     CBlock       TA       TA           No
## 839           0        TA        TA     BrkTil       TA       TA           No
## 840           0        TA        TA      PConc       TA       TA           No
## 841         183        TA        TA     CBlock       TA       TA           Gd
## 842           0        TA        TA     CBlock       TA       TA           No
## 843           0        TA        TA     BrkTil       TA       TA           Mn
## 844           0        TA        TA     CBlock       Gd       TA           Gd
## 845         137        Gd        TA      PConc       Gd       TA           No
## 846           0        TA        TA     CBlock       TA       TA           Av
## 847           0        TA        TA     BrkTil       TA       TA           No
## 848         360        Gd        Gd     CBlock       TA       TA           No
## 849         170        Gd        TA      PConc       Gd       TA           Av
## 850          40        Gd        TA      PConc       Gd       TA           Gd
## 851           0        TA        Gd     CBlock       TA       TA           No
## 852         115        TA        Gd     CBlock       TA       TA           Gd
## 853           0        TA        TA     CBlock       TA       TA           Mn
## 854           0        TA        Gd     CBlock       TA       TA           No
## 855           0        TA        TA     CBlock       Gd       Gd           Gd
## 856           0        TA        TA      PConc       Gd       TA           No
## 857         189        TA        TA     CBlock       Gd       TA           No
## 858         220        TA        TA     CBlock       TA       TA           Mn
## 859           0        Gd        TA     BrkTil       TA       TA           No
## 860           0        TA        TA      PConc       TA       TA           Mn
## 861           0        TA        TA      PConc       Gd       TA           No
## 862           0        TA        TA     CBlock       TA       TA           No
## 863           0        Gd        TA      PConc       Ex       TA           No
## 864          76        TA        TA     CBlock       TA       TA           No
## 865         274        Gd        TA      PConc       Gd       TA           Av
## 866           0        TA        TA     CBlock       TA       TA           No
## 867           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 868         246        Gd        TA      PConc       Gd       TA           No
## 869           0        TA        TA     CBlock       TA       TA           No
## 870         116        TA        TA      PConc       Gd       TA           No
## 871           0        Gd        TA      Stone       TA       TA           Av
## 872           0        Gd        TA     CBlock       TA       TA           No
## 873           0        TA        TA     CBlock       TA       TA           No
## 874           0        Gd        TA      PConc       Gd       TA           Av
## 875           0        TA        TA      PConc       TA       TA           Gd
## 876         216        Gd        TA      PConc       Ex       TA           No
## 877           0        TA        TA     CBlock       TA       TA           Av
## 878          90        Gd        Gd     CBlock       TA       TA           No
## 879           0        TA        TA      PConc       Ex       Gd           No
## 880         117        Gd        Gd     CBlock       Gd       TA           Mn
## 881           0        TA        TA      PConc       Gd       TA           No
## 882           0        Gd        TA      PConc       TA       Fa           No
## 883          60        TA        TA     CBlock       TA       TA           No
## 884          60        Gd        TA      PConc       Ex       TA           Av
## 885         122        TA        TA     CBlock       TA       TA           No
## 886           0        TA        Gd      PConc       TA       TA           No
## 887           0        Gd        Gd      PConc       TA       Gd           Gd
## 888          90        TA        TA     CBlock       TA       TA           No
## 889           0        TA        Gd     CBlock       TA       TA           Mn
## 890          92        TA        TA     CBlock       TA       TA           No
## 891           0        TA        TA     CBlock       TA       TA           No
## 892           0        TA        TA      PConc       Gd       TA           Mn
## 893           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 894         415        TA        TA     CBlock       TA       TA           No
## 895           0        TA        TA     BrkTil       TA       TA           No
## 896           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 897         760        Ex        TA      PConc       Ex       TA           Gd
## 898           0        TA        TA     CBlock       TA       TA           No
## 899           0        TA        TA     CBlock       TA       TA           No
## 900           0        TA        Gd     CBlock       TA       TA           Mn
## 901           0        Gd        TA      PConc       Gd       TA           No
## 902          27        Gd        TA      PConc       Gd       TA           No
## 903          75        TA        TA     CBlock       TA       TA           No
## 904         110        TA        TA     CBlock       TA       TA           No
## 905         208        Gd        TA      PConc       Gd       TA           No
## 906           0        Gd        TA     CBlock       Gd       TA           No
## 907           0        TA        TA     CBlock       Gd       TA           Av
## 908           0        Gd        TA      PConc       Gd       TA           No
## 909         361        TA        TA     CBlock       TA       TA           No
## 910           0        TA        TA     CBlock       Gd       Gd           Av
## 911           0        TA        TA     BrkTil       TA       TA           No
## 912           0        TA        TA     CBlock       TA       TA           No
## 913          76        Gd        TA      PConc       Gd       TA           Av
## 914          80        TA        TA     CBlock       TA       TA           No
## 915           0        TA        TA     CBlock       TA       TA           Av
## 916           0        TA        TA     CBlock       TA       TA           No
## 917           0        Gd        TA      PConc       Ex       TA           Mn
## 918           0        Ex        TA     CBlock       Gd       TA           No
## 919         105        Gd        Gd      PConc       Gd       Gd           No
## 920           0        TA        TA     CBlock       TA       TA           No
## 921           0        Gd        TA      PConc       Gd       TA           No
## 922           0        Gd        TA      PConc       Gd       TA           No
## 923         157        TA        Gd     CBlock       Gd       TA           No
## 924           0        TA        TA      PConc       Gd       TA           Av
## 925         340        Gd        TA      PConc       Gd       TA           No
## 926         342        TA        TA     CBlock       TA       TA           No
## 927           0        Gd        TA      PConc       Gd       TA           Av
## 928         285        TA        TA      PConc       Gd       TA           No
## 929           0        Gd        TA      PConc       Gd       TA           Av
## 930           0        TA        TA     CBlock       TA       TA           No
## 931         302        Ex        TA      PConc       Ex       Gd           No
## 932         210        Gd        TA      PConc       Gd       TA           Av
## 933           0        TA        TA     CBlock       Gd       TA           Gd
## 934         108        TA        Gd      PConc       Fa       TA           Mn
## 935          NA        Gd        TA      PConc       Gd       TA           No
## 936           0        Gd        TA      PConc       Gd       TA           Mn
## 937           0        Gd        TA      PConc       Gd       Gd           Mn
## 938           0        TA        Gd     CBlock       TA       TA           Mn
## 939           0        TA        TA     CBlock       TA       TA           Gd
## 940         298        Gd        TA      PConc       Gd       TA           No
## 941           0        TA        TA      PConc       Gd       TA           Gd
## 942           0        TA        TA     CBlock       TA       TA           Av
## 943         541        TA        TA     CBlock       TA       TA           No
## 944           0        TA        TA     BrkTil       TA       TA           No
## 945         128        TA        Gd     CBlock       TA       TA           Av
## 946         236        Gd        TA      PConc       Gd       TA           Av
## 947         144        Gd        TA      PConc       Gd       TA         <NA>
## 948           0        TA        TA     CBlock       TA       TA           No
## 949           0        TA        TA     CBlock       TA       TA           No
## 950           0        TA        TA     CBlock       TA       TA           No
## 951           0        TA        Gd     CBlock       Gd       TA           Av
## 952         232        TA        TA     CBlock       TA       TA           Av
## 953         250        TA        TA     CBlock       Gd       Gd           Gd
## 954         423        TA        TA     CBlock       Gd       TA           No
## 955           0        TA        TA     CBlock       Gd       TA           No
## 956           0        TA        TA     CBlock       TA       TA           No
## 957           0        Gd        TA      PConc       Gd       TA           Mn
## 958           0        Gd        TA      PConc       Gd       TA           No
## 959           0        TA        Gd     CBlock       TA       TA           Gd
## 960         424        TA        Gd     CBlock       Gd       Gd           No
## 961           0        TA        TA     CBlock       Gd       TA           No
## 962           0        Gd        TA      PConc       Ex       TA           No
## 963          44        Gd        TA      PConc       Gd       TA           No
## 964           0        Gd        TA      PConc       Gd       TA           No
## 965           0        Gd        Gd     BrkTil       TA       Fa           No
## 966         151        TA        TA     CBlock       TA       TA           No
## 967           0        TA        TA     BrkTil       TA       TA           No
## 968         105        TA        Fa     CBlock       TA       TA           Gd
## 969           0        TA        TA     CBlock       TA       TA           No
## 970         106        Gd        TA      PConc       Gd       TA           No
## 971           0        TA        TA     CBlock       Gd       TA           No
## 972          NA        Gd        TA      PConc       Gd       TA           No
## 973           0        TA        Gd     BrkTil       Gd       TA           No
## 974           0        Gd        TA      PConc       Gd       TA           No
## 975           0        TA        TA      PConc       Gd       TA           No
## 976          NA        Gd        TA      PConc       Gd       TA           No
## 977           0        TA        TA     CBlock       TA       TA           No
## 978           0        TA        TA      PConc       TA       TA           No
## 979         210        Ex        TA     CBlock       TA       TA           Av
## 980         975        Gd        TA      PConc       Gd       TA           No
## 981          16        Gd        TA      PConc       Gd       TA           Av
## 982           0        Gd        TA      PConc       Gd       TA           Mn
## 983           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 984           0        TA        TA     CBlock       TA       TA           No
## 985           0        TA        Gd     CBlock       TA       Fa           No
## 986         450        Ex        TA      PConc       Ex       TA           Av
## 987         298        TA        TA     CBlock       TA       TA           No
## 988           0        Gd        TA      PConc       Gd       Gd           No
## 989         423        Gd        TA      PConc       Gd       TA           No
## 990           0        Gd        Gd     BrkTil       TA       TA           No
## 991         340        TA        TA     CBlock       TA       TA           Gd
## 992           0        TA        TA      PConc       Gd       TA           No
## 993         230        Ex        TA      PConc       Ex       TA           Gd
## 994           0        TA        TA     CBlock       TA       TA           No
## 995           0        TA        TA     CBlock       TA       TA           No
## 996         571        TA        TA     CBlock       TA       TA           No
## 997           0        TA        TA     BrkTil       TA       Fa           No
## 998          24        Gd        TA      PConc       Gd       TA           Av
## 999           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1000          0        TA        TA     BrkTil       Fa       TA           No
## 1001         53        Gd        TA      PConc       Gd       TA           No
## 1002        164        TA        TA     CBlock       TA       TA           No
## 1003         16        Gd        TA      PConc       Gd       TA           No
## 1004        220        Gd        TA     CBlock       Gd       Gd           Av
## 1005          0        TA        TA     CBlock       Gd       TA           No
## 1006          0        TA        TA     CBlock       TA       TA           No
## 1007        108        Gd        TA      PConc       Ex       TA           Mn
## 1008          0        TA        Fa     BrkTil       TA       TA           No
## 1009          0        TA        TA     CBlock       TA       TA           No
## 1010          0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 1011          0        TA        Gd      PConc       TA       Fa           No
## 1012          0        TA        TA     BrkTil       TA       TA           No
## 1013        206        TA        TA     CBlock       TA       Fa           No
## 1014          0        Gd        TA      PConc       Gd       TA           No
## 1015        196        Gd        TA      PConc       Gd       TA           Gd
## 1016          0        Gd        TA     CBlock       Gd       TA           Av
## 1017         76        Gd        TA      PConc       Gd       TA           No
## 1018        145        Gd        TA      PConc       Gd       TA           Gd
## 1019          0        TA        TA      PConc       Gd       TA           No
## 1020         84        Gd        TA      PConc       Gd       TA           Av
## 1021          0        TA        TA     CBlock       TA       TA           No
## 1022         14        Gd        TA      PConc       Gd       Gd           No
## 1023          0        Gd        TA     CBlock       Gd       TA           Av
## 1024          0        TA        TA     CBlock       TA       TA           No
## 1025        324        TA        TA     CBlock       TA       TA           No
## 1026        338        Gd        TA      PConc       Gd       TA           Gd
## 1027          0        TA        TA     CBlock       TA       TA           No
## 1028        281        TA        TA     CBlock       TA       TA           No
## 1029          0        TA        TA      PConc       TA       TA           Mn
## 1030          0        TA        TA     BrkTil       TA       TA           No
## 1031          0        Gd        Gd      PConc       Gd       Gd           No
## 1032        295        Gd        TA      PConc       Gd       TA           No
## 1033          0        TA        Gd      PConc       Fa       Fa           No
## 1034          0        TA        Gd       Slab     <NA>     <NA>         <NA>
## 1035         70        Gd        TA      PConc       Ex       TA           Gd
## 1036        396        Gd        TA      PConc       Gd       TA           No
## 1037          0        TA        TA     CBlock       TA       TA           No
## 1038          0        TA        TA     CBlock       Gd       TA           Av
## 1039         67        TA        TA     CBlock       TA       TA           No
## 1040        252        TA        TA     CBlock       TA       TA           No
## 1041        135        Gd        TA      PConc       Gd       TA           Av
## 1042         99        TA        TA      PConc       Gd       TA           No
## 1043          0        Gd        TA      PConc       Gd       TA           No
## 1044          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1045        208        Gd        TA      PConc       Ex       TA           Av
## 1046          0        TA        TA      PConc       Gd       TA           No
## 1047         75        TA        Fa       Slab     <NA>     <NA>         <NA>
## 1048          0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 1049          0        Gd        TA      PConc       Gd       TA           Av
## 1050          0        Gd        TA      PConc       Gd       TA           Av
## 1051        272        TA        TA     CBlock       TA       TA           No
## 1052        145        TA        TA     CBlock       TA       TA           Av
## 1053        210        Gd        TA      PConc       Gd       TA           Mn
## 1054        160        TA        TA     CBlock       Gd       TA           No
## 1055        240        Gd        TA      PConc       Gd       TA           Av
## 1056          0        Gd        TA      PConc       Gd       TA           No
## 1057        154        Ex        TA      PConc       Ex       TA           Av
## 1058        480        TA        TA     CBlock       TA       TA           Mn
## 1059          0        Gd        TA      PConc       Gd       TA           Mn
## 1060          0        Fa        TA     CBlock       TA       TA           No
## 1061          0        TA        TA     BrkTil       TA       TA           No
## 1062          0        TA        Gd     BrkTil       TA       TA           No
## 1063        200        TA        TA     CBlock       TA       TA           Mn
## 1064          0        Gd        TA      PConc       Ex       TA           Gd
## 1065          0        Gd        TA      PConc       Gd       TA           No
## 1066        360        TA        TA     CBlock       TA       TA           Gd
## 1067          0        TA        TA     CBlock       Gd       TA           No
## 1068          0        TA        TA     CBlock       TA       TA           No
## 1069        120        TA        TA     CBlock       TA       TA           No
## 1070          0        TA        TA     CBlock       TA       TA           No
## 1071          0        TA        TA     CBlock       Fa       Fa           Mn
## 1072        140        TA        TA     CBlock       TA       TA           No
## 1073          0        Gd        TA      PConc       Gd       TA           Av
## 1074          0        TA        TA     CBlock       TA       TA           No
## 1075          0        TA        TA     CBlock       Fa       TA           No
## 1076          0        TA        TA     CBlock       TA       TA           Mn
## 1077        169        Gd        TA      PConc       Gd       TA           Mn
## 1078          0        TA        TA      PConc       Gd       TA           No
## 1079        144        Gd        Gd     CBlock       TA       TA           No
## 1080          0        TA        TA     CBlock       TA       TA           No
## 1081        100        Gd        TA      PConc       Gd       TA           No
## 1082        425        TA        TA     CBlock       TA       TA           No
## 1083          0        TA        TA      PConc       Gd       TA           No
## 1084          0        TA        TA      PConc       Gd       TA           Av
## 1085          0        TA        TA     CBlock       TA       TA           No
## 1086          0        Gd        TA      PConc       Gd       TA           Mn
## 1087         50        Gd        TA      PConc       Gd       TA           No
## 1088          0        Gd        TA      PConc       Gd       TA           No
## 1089          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1090        212        Gd        TA      PConc       Gd       TA           No
## 1091          0        TA        TA      PConc       TA       TA           No
## 1092        166        TA        TA     CBlock       TA       TA           Mn
## 1093          0        TA        TA     CBlock       TA       TA           No
## 1094          0        Gd        TA      PConc       Gd       TA           No
## 1095          0        TA        TA      PConc       TA       TA           No
## 1096          0        Gd        TA     CBlock       Gd       TA           No
## 1097          0        TA        TA     BrkTil       TA       TA           No
## 1098        206        TA        TA     CBlock       Gd       TA           No
## 1099          0        TA        TA     CBlock       TA       Fa           No
## 1100          0        TA        TA     CBlock       TA       TA           No
## 1101         45        TA        TA     CBlock       TA       TA           No
## 1102          0        TA        TA     CBlock       TA       TA           Mn
## 1103        304        TA        TA     CBlock       TA       TA           No
## 1104        362        Gd        TA      PConc       Ex       TA           Av
## 1105          0        Gd        TA      PConc       Gd       TA           Mn
## 1106          0        Gd        TA      PConc       Ex       Gd           No
## 1107          0        TA        TA      PConc       Gd       TA           No
## 1108         42        Gd        TA      PConc       Ex       TA           Mn
## 1109          0        TA        TA      PConc       Gd       TA           No
## 1110        660        TA        TA     CBlock       TA       TA           No
## 1111          0        TA        TA     CBlock       TA       TA           No
## 1112          0        TA        TA     CBlock       TA       TA           No
## 1113          0        TA        Gd     CBlock       TA       TA           No
## 1114        328        Gd        TA      PConc       Ex       TA           No
## 1115          0        Gd        TA      PConc       Gd       TA           No
## 1116          0        TA        TA     CBlock       TA       TA           No
## 1117          0        TA        Gd     CBlock       TA       TA           No
## 1118          0        TA        TA     CBlock       TA       TA           No
## 1119          0        TA        TA     BrkTil       TA       TA           No
## 1120        196        Gd        TA      PConc       Gd       TA           Av
## 1121          0        TA        TA     CBlock       TA       TA           No
## 1122          0        TA        Ex     CBlock       TA       TA           No
## 1123        170        TA        TA      PConc       Gd       TA           No
## 1124          0        TA        TA     CBlock       TA       TA           No
## 1125        130        Gd        TA      PConc       Gd       TA           No
## 1126          0        Gd        TA      PConc       Gd       TA           Av
## 1127          0        Gd        TA      PConc       Gd       TA           Av
## 1128        180        TA        TA     CBlock       Gd       TA           Gd
## 1129          0        TA        TA     BrkTil       TA       TA           No
## 1130          0        TA        TA      PConc       Gd       TA           Mn
## 1131          0        TA        TA     BrkTil       TA       TA           Mn
## 1132          0        Gd        TA      PConc       Gd       TA           No
## 1133          0        TA        TA      PConc       Gd       TA           Av
## 1134          0        TA        TA     BrkTil       TA       TA           No
## 1135          0        TA        TA     CBlock       TA       TA           No
## 1136          0        TA        Gd     CBlock       TA       TA           No
## 1137          0        TA        TA      PConc       TA       TA           Gd
## 1138          0        TA        Fa     BrkTil       TA       TA           No
## 1139          0        TA        TA     CBlock       TA       TA           Mn
## 1140         44        TA        Gd     CBlock       TA       TA           No
## 1141        340        Gd        TA      PConc       Ex       TA           Gd
## 1142          0        TA        TA     CBlock       TA       TA           No
## 1143          0        TA        Fa     BrkTil       Gd       TA           No
## 1144          0        TA        TA     BrkTil       TA       TA           No
## 1145         85        Gd        TA     CBlock       Gd       TA           No
## 1146          0        TA        TA     CBlock       TA       TA           No
## 1147          0        TA        TA      PConc       TA       TA           No
## 1148          0        TA        Gd      PConc       TA       TA           No
## 1149          0        TA        TA     CBlock       TA       TA           No
## 1150        132        TA        TA     CBlock       TA       TA           No
## 1151          0        TA        TA      PConc       TA       TA           No
## 1152          0        Gd        Gd     BrkTil       TA       TA           Av
## 1153        288        TA        TA     CBlock       TA       TA           Gd
## 1154          0        Gd        Gd     CBlock       Gd       TA           Gd
## 1155          0        TA        Gd      PConc       TA       TA           Gd
## 1156        166        Gd        TA      PConc       Gd       TA           No
## 1157        186        Gd        TA      PConc       Gd       TA           No
## 1158        270        Gd        TA     CBlock       TA       TA           No
## 1159          0        TA        TA     CBlock       Gd       TA           No
## 1160         72        Gd        TA     CBlock       TA       TA           No
## 1161          0        TA        TA     CBlock       Gd       TA           No
## 1162          0        TA        TA     CBlock       Gd       TA           Av
## 1163          0        TA        TA      PConc       Gd       TA           Gd
## 1164        268        Gd        TA      PConc       Gd       TA           No
## 1165         72        Gd        TA      PConc       Gd       TA           Av
## 1166          0        TA        TA      PConc       Gd       TA           No
## 1167          0        TA        TA     CBlock       TA       TA           No
## 1168       1378        Gd        Gd      PConc       Ex       TA           Gd
## 1169          0        TA        TA     CBlock       TA       TA           Av
## 1170          0        TA        TA     CBlock       TA       TA           No
## 1171          0        Gd        TA      PConc       Gd       TA           No
## 1172          0        TA        TA     CBlock       TA       TA           No
## 1173          0        TA        TA     BrkTil       Gd       TA           No
## 1174        337        Gd        TA      PConc       Gd       TA           No
## 1175          0        TA        TA     CBlock       TA       TA           No
## 1176          0        TA        TA     CBlock       TA       TA           No
## 1177          0        TA        TA     BrkTil       TA       TA           No
## 1178          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1179          0        TA        TA       Wood       Gd       TA           No
## 1180        186        Ex        TA      PConc       Ex       TA           Gd
## 1181          0        TA        TA     BrkTil       TA       TA           No
## 1182        226        TA        TA     CBlock       TA       TA           Gd
## 1183          0        TA        Gd     BrkTil       TA       TA           No
## 1184          0        TA        TA     CBlock       Fa       TA           Mn
## 1185          0        Gd        TA      PConc       Gd       TA           No
## 1186         95        Gd        TA      PConc       Gd       TA           No
## 1187          0        TA        TA      PConc       TA       TA           No
## 1188        149        TA        Gd     CBlock       TA       TA           Av
## 1189        456        Gd        TA      PConc       Gd       TA           No
## 1190          0        TA        TA      PConc       TA       TA           Mn
## 1191        425        TA        TA      PConc       Ex       TA           No
## 1192        143        TA        TA     CBlock       TA       TA           No
## 1193          0        TA        TA      PConc       Gd       TA           No
## 1194          0        Gd        TA      PConc       Gd       TA           Av
## 1195          0        TA        TA     BrkTil       TA       TA           No
## 1196          0        Gd        TA      PConc       Gd       TA           No
## 1197         51        TA        TA     CBlock       TA       TA           No
## 1198          0        TA        TA     CBlock       TA       TA           No
## 1199          0        TA        TA      PConc       Gd       TA           Av
## 1200          0        TA        TA     BrkTil       TA       TA           No
## 1201        171        Gd        TA      PConc       Gd       TA           No
## 1202          0        TA        TA     CBlock       Gd       TA           No
## 1203        234        Gd        TA     CBlock       Gd       TA           Mn
## 1204          0        TA        TA     CBlock       TA       TA           No
## 1205        120        Gd        TA      PConc       Gd       TA           Av
## 1206          0        TA        Gd     CBlock       TA       TA           No
## 1207        420        Gd        TA      PConc       Ex       TA           Mn
## 1208          0        Gd        TA      PConc       Gd       TA           No
## 1209          0        Gd        TA       Wood       Gd       TA           Av
## 1210          0        TA        TA     CBlock       TA       TA           No
## 1211          0        TA        Gd     CBlock       TA       Gd           Av
## 1212          0        TA        TA     CBlock       TA       TA           Av
## 1213          0        TA        TA     CBlock       TA       TA           No
## 1214          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1215         72        Gd        TA      PConc       Gd       TA           Mn
## 1216          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1217        236        TA        TA     CBlock       TA       TA           No
## 1218          0        TA        TA     CBlock       TA       TA           No
## 1219          0        TA        TA     CBlock       TA       TA           No
## 1220        320        TA        TA     CBlock       TA       TA           Mn
## 1221         44        TA        TA     CBlock       TA       Fa           No
## 1222          0        Gd        TA      PConc       Gd       TA           Av
## 1223         63        TA        Gd     CBlock       TA       TA           Av
## 1224         74        Gd        TA      PConc       Gd       TA           Mn
## 1225        300        TA        TA     CBlock       TA       TA           No
## 1226        766        Ex        TA      PConc       Ex       TA           No
## 1227          0        TA        TA     CBlock       TA       TA           No
## 1228          1        TA        TA     CBlock       Gd       TA           No
## 1229        120        TA        TA     CBlock       TA       TA           Av
## 1230          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1231        180        TA        TA     CBlock       TA       TA           No
## 1232          0        TA        TA      PConc       TA       TA           Av
## 1233          0        TA        TA     BrkTil       Gd       TA           Mn
## 1234        106        Gd        TA      PConc       Gd       TA           No
##      BsmtFinType1 BsmtFinSF1 BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF
## 1             GLQ        706          Unf          0       150         856
## 2             ALQ        978          Unf          0       284        1262
## 3             GLQ        486          Unf          0       434         920
## 4             ALQ        216          Unf          0       540         756
## 5             GLQ        655          Unf          0       490        1145
## 6             GLQ        732          Unf          0        64         796
## 7             GLQ       1369          Unf          0       317        1686
## 8             ALQ        859          BLQ         32       216        1107
## 9             Unf          0          Unf          0       952         952
## 10            GLQ        851          Unf          0       140         991
## 11            Rec        906          Unf          0       134        1040
## 12            GLQ        998          Unf          0       177        1175
## 13            ALQ        737          Unf          0       175         912
## 14            Unf          0          Unf          0      1494        1494
## 15            BLQ        733          Unf          0       520        1253
## 16            Unf          0          Unf          0       832         832
## 17            ALQ        578          Unf          0       426        1004
## 18           <NA>          0         <NA>          0         0           0
## 19            GLQ        646          Unf          0       468        1114
## 20            LwQ        504          Unf          0       525        1029
## 21            Unf          0          Unf          0      1158        1158
## 22            Unf          0          Unf          0       637         637
## 23            Unf          0          Unf          0      1777        1777
## 24            GLQ        840          Unf          0       200        1040
## 25            Rec        188          ALQ        668       204        1060
## 26            Unf          0          Unf          0      1566        1566
## 27            BLQ        234          Rec        486       180         900
## 28            GLQ       1218          Unf          0       486        1704
## 29            BLQ       1277          Unf          0       207        1484
## 30            Unf          0          Unf          0       520         520
## 31            Unf          0          Unf          0       649         649
## 32            Unf          0          Unf          0      1228        1228
## 33            Unf          0          Unf          0      1234        1234
## 34            Rec       1018          Unf          0       380        1398
## 35            GLQ       1153          Unf          0       408        1561
## 36            Unf          0          Unf          0      1117        1117
## 37            Unf          0          Unf          0      1097        1097
## 38            Rec       1213          Unf          0        84        1297
## 39            GLQ        731          Unf          0       326        1057
## 40           <NA>          0         <NA>          0         0           0
## 41            Rec        643          Unf          0       445        1088
## 42            BLQ        967          Unf          0       383        1350
## 43            ALQ        747          LwQ         93         0         840
## 44            LwQ        280          BLQ        491       167         938
## 45            ALQ        179          BLQ        506       465        1150
## 46            GLQ        456          Unf          0      1296        1752
## 47            GLQ       1351          Unf          0        83        1434
## 48            GLQ         24          Unf          0      1632        1656
## 49            Unf          0          Unf          0       736         736
## 50            BLQ        763          Unf          0       192         955
## 51            GLQ        182          Unf          0       612         794
## 52            Unf          0          Unf          0       816         816
## 53            LwQ        104          GLQ        712         0         816
## 54            GLQ       1810          Unf          0        32        1842
## 55            ALQ        384          Unf          0         0         384
## 56            BLQ        490          Unf          0       935        1425
## 57            GLQ        649          Unf          0       321         970
## 58            Unf          0          Unf          0       860         860
## 59            Unf          0          Unf          0      1410        1410
## 60            ALQ        632          Unf          0       148         780
## 61            ALQ        941          Unf          0       217        1158
## 62            Unf          0          Unf          0       530         530
## 63            GLQ         24          Unf          0      1346        1370
## 64            Unf          0          Unf          0       576         576
## 65            GLQ        739          Unf          0       318        1057
## 66            Unf          0          Unf          0      1143        1143
## 67            GLQ        912          Unf          0      1035        1947
## 68            GLQ       1013          Unf          0       440        1453
## 69            Unf          0          Unf          0       747         747
## 70            BLQ        603          Unf          0       701        1304
## 71            ALQ       1880          Unf          0       343        2223
## 72            ALQ        565          Unf          0       280         845
## 73            Unf          0          Unf          0       832         832
## 74            ALQ        320          BLQ        362       404        1086
## 75            Unf          0          Unf          0       840         840
## 76            GLQ        462          Unf          0         0         462
## 77            ALQ        228          Unf          0       724         952
## 78            BLQ        336          GLQ         41       295         672
## 79            Unf          0          Unf          0      1768        1768
## 80            Unf          0          Unf          0       440         440
## 81            Rec        448          Unf          0       448         896
## 82            GLQ       1201          Unf          0        36        1237
## 83            GLQ         33          Unf          0      1530        1563
## 84            Unf          0          Unf          0      1065        1065
## 85            Unf          0          Unf          0       384         384
## 86            Unf          0          Unf          0      1288        1288
## 87            Unf          0          Unf          0       684         684
## 88            Unf          0          Unf          0       612         612
## 89            Unf          0          Unf          0      1013        1013
## 90            GLQ        588          Unf          0       402         990
## 91           <NA>          0         <NA>          0         0           0
## 92            Rec        600          Unf          0       635        1235
## 93            ALQ        713          Unf          0       163         876
## 94            Rec       1046          Unf          0       168        1214
## 95            GLQ        648          Unf          0       176         824
## 96            ALQ        310          Unf          0       370         680
## 97            ALQ       1162          Unf          0       426        1588
## 98            Rec        520          Unf          0       440         960
## 99            ALQ        108          Unf          0       350         458
## 100           ALQ        569          Unf          0       381         950
## 101           ALQ       1200          Unf          0       410        1610
## 102           Unf          0          Unf          0       741         741
## 103          <NA>          0         <NA>          0         0           0
## 104           Unf          0          Unf          0      1226        1226
## 105           LwQ        224          Unf          0       816        1040
## 106           Unf          0          Unf          0      1053        1053
## 107           Unf          0          Unf          0       641         641
## 108           ALQ        104          BLQ        169       516         789
## 109           Unf          0          Unf          0       793         793
## 110           BLQ        705          Unf          0      1139        1844
## 111           Rec        444          Unf          0       550         994
## 112           GLQ        250          Unf          0       134         384
## 113           GLQ        984          Unf          0       280        1264
## 114           ALQ         35          Rec        869       905        1809
## 115           ALQ        774          LwQ        150       104        1028
## 116           GLQ        419          Unf          0       310         729
## 117           LwQ        170          BLQ        670       252        1092
## 118           Unf          0          Unf          0      1125        1125
## 119           GLQ       1470          Unf          0       203        1673
## 120           Unf          0          Unf          0       728         728
## 121           ALQ        938          Unf          0         0         938
## 122           Unf          0          Unf          0       732         732
## 123           BLQ        570          Unf          0       510        1080
## 124           GLQ        300          Unf          0       899        1199
## 125           Unf          0          Unf          0      1362        1362
## 126           GLQ        490          Unf          0        30         520
## 127           ALQ        120          Unf          0       958        1078
## 128           LwQ        116          Unf          0       556         672
## 129           BLQ        512          Unf          0       148         660
## 130           Rec        567          BLQ         28       413        1008
## 131           Rec        445          Unf          0       479         924
## 132           GLQ        695          Unf          0       297         992
## 133           Rec        405          Unf          0       658        1063
## 134           GLQ       1005          Unf          0       262        1267
## 135           Rec        570          Unf          0       891        1461
## 136           Unf          0          Unf          0      1304        1304
## 137           BLQ        695          Unf          0       519        1214
## 138           Unf          0          Unf          0      1907        1907
## 139           GLQ        668          Unf          0       336        1004
## 140           GLQ        821          Unf          0       107         928
## 141           ALQ        432          Unf          0       432         864
## 142           GLQ       1300          Unf          0       434        1734
## 143           Rec        507          Unf          0       403         910
## 144           GLQ        679          Unf          0       811        1490
## 145           Rec       1332          Unf          0       396        1728
## 146           Unf          0          Unf          0       970         970
## 147           BLQ        209          Unf          0       506         715
## 148           Unf          0          Unf          0       884         884
## 149           GLQ        680          Unf          0       400        1080
## 150           Unf          0          Unf          0       896         896
## 151           BLQ        716          Unf          0       253         969
## 152           GLQ       1400          Unf          0       310        1710
## 153           Rec        416          Unf          0       409         825
## 154           BLQ        429          ALQ       1080        93        1602
## 155           Unf          0          Unf          0      1200        1200
## 156           Unf          0          Unf          0       572         572
## 157          <NA>          0         <NA>          0         0           0
## 158           Unf          0          Unf          0       774         774
## 159           GLQ        222          Unf          0       769         991
## 160           GLQ         57          Unf          0      1335        1392
## 161           BLQ        660          Unf          0       572        1232
## 162           GLQ       1016          Unf          0       556        1572
## 163           BLQ       1201          Unf          0       340        1541
## 164           Unf          0          Unf          0       882         882
## 165           LwQ        370          Unf          0       779        1149
## 166           ALQ        351          Rec        181       112         644
## 167           LwQ        379          BLQ        768       470        1617
## 168           GLQ       1288          Unf          0       294        1582
## 169           Unf          0          Unf          0       840         840
## 170           Unf          0          Unf          0      1686        1686
## 171           Rec        360          Unf          0       360         720
## 172           BLQ        639          Unf          0       441        1080
## 173           GLQ        495          Rec        215       354        1064
## 174           ALQ        288          Rec        374       700        1362
## 175           ALQ       1398          LwQ        208         0        1606
## 176           ALQ        477          Unf          0       725        1202
## 177           GLQ        831          Unf          0       320        1151
## 178           ALQ         57          BLQ        441       554        1052
## 179           GLQ       1904          Unf          0       312        2216
## 180           Unf          0          Unf          0       968         968
## 181           GLQ        436          Unf          0       320         756
## 182           LwQ        352          Unf          0       441         793
## 183          <NA>          0         <NA>          0         0           0
## 184           Unf          0          Unf          0      1362        1362
## 185           Unf          0          Unf          0       504         504
## 186           Unf          0          Unf          0      1107        1107
## 187           GLQ        611          Unf          0       577        1188
## 188           Unf          0          Unf          0       660         660
## 189           GLQ       1086          Unf          0         0        1086
## 190           GLQ       1153          Unf          0       440        1593
## 191           Rec        297          Unf          0       556         853
## 192           ALQ        626          Unf          0        99         725
## 193           GLQ        560          Unf          0       871        1431
## 194           Unf          0          Unf          0       970         970
## 195           ALQ        390          Unf          0       474         864
## 196           ALQ        566          Unf          0       289         855
## 197           GLQ       1126          Unf          0       600        1726
## 198           GLQ       1036          LwQ        184       140        1360
## 199           Unf          0          Unf          0       755         755
## 200           GLQ       1088          Unf          0       625        1713
## 201           Unf          0          Unf          0      1121        1121
## 202           ALQ        641          LwQ        279       276        1196
## 203           LwQ        617          Unf          0         0         617
## 204           GLQ        662          Unf          0       186         848
## 205           LwQ        312          Unf          0       408         720
## 206           Unf          0          Unf          0      1424        1424
## 207           Unf          0          Unf          0      1140        1140
## 208           ALQ        419          Rec        306       375        1100
## 209           GLQ       1065          Unf          0        92        1157
## 210           Rec        787          Unf          0       305        1092
## 211           Rec        468          Unf          0       396         864
## 212           GLQ         36          Unf          0      1176        1212
## 213           GLQ        822          Unf          0        78         900
## 214           ALQ        716          Unf          0       274         990
## 215           GLQ        378          Unf          0       311         689
## 216           BLQ        360          Unf          0       710        1070
## 217           GLQ        946          Unf          0       490        1436
## 218           Unf          0          Unf          0       686         686
## 219           BLQ        341          Unf          0       457         798
## 220           GLQ         16          Unf          0      1232        1248
## 221           Unf          0          Unf          0      1498        1498
## 222           Unf          0          Unf          0      1010        1010
## 223           ALQ        550          Unf          0       163         713
## 224           ALQ        524          LwQ        180       160         864
## 225           GLQ         56          Unf          0      2336        2392
## 226           Unf          0          Unf          0       630         630
## 227           GLQ        565          Unf          0       638        1203
## 228           Rec        321          Unf          0       162         483
## 229           ALQ        842          Unf          0        70         912
## 230           GLQ         16          Unf          0      1357        1373
## 231           Unf          0          Unf          0      1194        1194
## 232           GLQ        689          Unf          0       773        1462
## 233           Unf          0          Unf          0       483         483
## 234           LwQ        182          ALQ        712         0         894
## 235           GLQ        625          Unf          0       235         860
## 236           ALQ        358          Unf          0       125         483
## 237           GLQ         24          Unf          0      1390        1414
## 238           BLQ        402          Unf          0       594         996
## 239           Unf          0          Unf          0      1694        1694
## 240           LwQ         94          Unf          0       641         735
## 241           GLQ       1078          Unf          0       488        1566
## 242           ALQ        329          Unf          0       357         686
## 243           Unf          0          Unf          0       540         540
## 244           Unf          0          Unf          0       626         626
## 245           GLQ        695          Unf          0       253         948
## 246           GLQ        929          Unf          0       916        1845
## 247           Unf          0          Unf          0      1020        1020
## 248           Unf          0          Unf          0      1367        1367
## 249           Unf          0          Unf          0       840         840
## 250           Rec        697          Unf          0       747        1444
## 251           Unf          0          Unf          0       728         728
## 252           GLQ       1573          Unf          0         0        1573
## 253           Unf          0          Unf          0       798         798
## 254           LwQ        270          ALQ        580       452        1302
## 255           Rec        922          Unf          0       392        1314
## 256           Unf          0          Unf          0       975         975
## 257           Rec        503          Unf          0       361         864
## 258           GLQ       1334          Unf          0       270        1604
## 259           GLQ        361          Unf          0       602         963
## 260          <NA>          0         <NA>          0         0           0
## 261           Rec        672          ALQ        690         0        1362
## 262           Unf          0          Unf          0      1482        1482
## 263           ALQ        506          Unf          0         0         506
## 264           LwQ        234          ALQ        692         0         926
## 265           Unf          0          Unf          0       680         680
## 266           GLQ        588          LwQ        228       606        1422
## 267           GLQ        714          Unf          0        88         802
## 268           LwQ        378          Unf          0       342         720
## 269           ALQ        403          Rec        125       212         740
## 270           BLQ        751          Unf          0       392        1143
## 271           Unf          0          Unf          0      1095        1095
## 272           LwQ        226          GLQ       1063        96        1385
## 273           GLQ        524          Unf          0       628        1152
## 274           Rec        620          LwQ        620         0        1240
## 275           ALQ        546          Unf          0       270         816
## 276           Unf          0          Unf          0       952         952
## 277           Unf          0          Unf          0      1560        1560
## 278           LwQ        120          Unf          0       744         864
## 279           Unf          0          Unf          0      2121        2121
## 280           BLQ        392          Unf          0       768        1160
## 281           GLQ        421          Unf          0       386         807
## 282           GLQ        905          Unf          0       357        1262
## 283           GLQ        904          Unf          0       410        1314
## 284           Unf          0          Unf          0      1468        1468
## 285           GLQ        430          Unf          0      1145        1575
## 286           Unf          0          Unf          0       625         625
## 287           Rec        600          Unf          0       312         912
## 288           BLQ        614          Unf          0       244         858
## 289           BLQ        450          Unf          0       432         882
## 290           Unf          0          Unf          0       698         698
## 291           Unf          0          Unf          0      1079        1079
## 292           Rec        210          Unf          0       570         780
## 293           LwQ        292          Unf          0       476         768
## 294           ALQ        795          Unf          0         0         795
## 295           GLQ       1285          Unf          0       131        1416
## 296           GLQ        819          Unf          0       184        1003
## 297           BLQ        420          Unf          0       490         910
## 298           BLQ        649          Unf          0       326         975
## 299           ALQ        384          Rec        175       143         702
## 300           Unf          0          Unf          0      1092        1092
## 301           BLQ        841          Unf          0       324        1165
## 302           GLQ        281          Unf          0       747        1028
## 303           Unf          0          Unf          0      1541        1541
## 304           ALQ        894          Unf          0         0         894
## 305           Unf          0          Unf          0      1470        1470
## 306           GLQ       1464          Unf          0       536        2000
## 307           ALQ        700          Unf          0         0         700
## 308           Unf          0          Unf          0       319         319
## 309           BLQ        262          Unf          0       599         861
## 310           GLQ       1274          Unf          0       622        1896
## 311           ALQ        518          Unf          0       179         697
## 312           ALQ        680          Unf          0       292         972
## 313           Rec        507          Unf          0       286         793
## 314           ALQ       1236          Rec        820        80        2136
## 315           LwQ         16          Unf          0       712         728
## 316           GLQ        425          Unf          0       291         716
## 317           GLQ        692          Unf          0       153         845
## 318           Unf          0          Unf          0      1088        1088
## 319           GLQ        987          Unf          0       360        1347
## 320           GLQ       1036          Unf          0       336        1372
## 321           Unf          0          Unf          0      1249        1249
## 322           GLQ        970          Unf          0       166        1136
## 323           LwQ         28          ALQ       1474         0        1502
## 324           ALQ        256          Unf          0       906        1162
## 325           Unf          0          Unf          0       710         710
## 326           BLQ        116          Unf          0       604         720
## 327           GLQ       1619          Unf          0       100        1719
## 328           Rec        565          Unf          0       818        1383
## 329           Unf          0          Unf          0       844         844
## 330           Unf          0          Unf          0       596         596
## 331           GLQ         40          Rec        264      1424        1728
## 332           Rec        846          Unf          0       210        1056
## 333           GLQ       1124         <NA>        479      1603        3206
## 334           GLQ        720          Unf          0       638        1358
## 335           GLQ        828          Unf          0       115         943
## 336           ALQ       1249          BLQ        147       103        1499
## 337           GLQ       1249          Unf          0       673        1922
## 338           GLQ        810          Unf          0       726        1536
## 339           ALQ        213          Unf          0       995        1208
## 340           Rec        585          Unf          0       630        1215
## 341           Unf          0          Unf          0       967         967
## 342           Unf          0          Unf          0       721         721
## 343          <NA>          0         <NA>          0         0           0
## 344           GLQ         28          Unf          0      1656        1684
## 345           Rec        129          BLQ        232       175         536
## 346           Unf          0          Unf          0       972         972
## 347           BLQ        498          Unf          0       460         958
## 348           BLQ       1270          Unf          0       208        1478
## 349           GLQ        573          Unf          0       191         764
## 350           GLQ       1410          Unf          0       438        1848
## 351           Unf          0          Unf          0      1869        1869
## 352           GLQ       1082          Unf          0       371        1453
## 353           LwQ        236          Rec        380         0         616
## 354           Unf          0          Unf          0       624         624
## 355           LwQ        388          Unf          0       552         940
## 356           ALQ        334          BLQ        544       322        1200
## 357           GLQ        560          Unf          0       598        1158
## 358           ALQ        874          Unf          0       268        1142
## 359           BLQ        300          Rec        294       468        1062
## 360           GLQ        956          Unf          0       130        1086
## 361           GLQ        773          Unf          0       115         888
## 362           Rec        399          Unf          0       484         883
## 363          <NA>          0         <NA>          0         0           0
## 364           ALQ        162          Unf          0       321         483
## 365           GLQ        712          Unf          0        84         796
## 366           Rec        456          Unf          0       216         672
## 367           BLQ        609          Unf          0       785        1394
## 368           GLQ        371          Unf          0       728        1099
## 369           LwQ        540          Unf          0       728        1268
## 370           ALQ         72          Rec        258       733        1063
## 371           Unf          0          Unf          0       953         953
## 372          <NA>          0         <NA>          0         0           0
## 373           ALQ        623          LwQ        121         0         744
## 374           BLQ        428          LwQ        180         0         608
## 375           Unf          0          Unf          0       847         847
## 376           BLQ        350          Unf          0       333         683
## 377           GLQ        298          Unf          0       572         870
## 378           Unf          0          Unf          0      1580        1580
## 379           GLQ       1445          Unf          0       411        1856
## 380           Unf          0          Unf          0       982         982
## 381           LwQ        218          Unf          0       808        1026
## 382           Unf          0          Unf          0      1293        1293
## 383           Unf          0          Unf          0       939         939
## 384           Unf          0          Unf          0       784         784
## 385           GLQ        985          Unf          0       595        1580
## 386           GLQ         24          Unf          0      1232        1256
## 387           Unf          0          Unf          0       658         658
## 388           ALQ        631          Unf          0       410        1041
## 389           Unf          0          Unf          0      1468        1468
## 390           GLQ       1280          Unf          0       402        1682
## 391           Rec        241          BLQ        391       229         861
## 392           ALQ        690          Unf          0       114         804
## 393          <NA>          0         <NA>          0         0           0
## 394           Rec        266          Unf          0       522         788
## 395           Unf          0          Unf          0       735         735
## 396           BLQ        739          Unf          0       405        1144
## 397           Rec        777          Unf          0       117         894
## 398           ALQ        540          Unf          0       324         864
## 399           Unf          0          Unf          0       961         961
## 400           GLQ        812          Unf          0       280        1092
## 401           GLQ        786          Unf          0       474        1260
## 402           GLQ         24          Unf          0      1286        1310
## 403           Unf          0          Unf          0       672         672
## 404           Unf          0          Unf          0      1141        1141
## 405           Unf          0          Unf          0       806         806
## 406           BLQ       1116          Unf          0       165        1281
## 407           Unf          0          Unf          0      1064        1064
## 408           Unf          0          Unf          0       840         840
## 409           Unf          0          Unf          0      1063        1063
## 410           GLQ        789          Unf          0       245        1034
## 411           Unf          0          Unf          0      1276        1276
## 412           Rec       1056          Unf          0         0        1056
## 413           GLQ        578          Unf          0       892        1470
## 414           Unf          0          Unf          0      1008        1008
## 415           BLQ         50          GLQ        531       499        1080
## 416           GLQ         24          Unf          0      1316        1340
## 417           ALQ        209          Unf          0       463         672
## 418           BLQ       1128          Unf          0       242        1370
## 419           ALQ        312          Unf          0       444         756
## 420           BLQ        775          Unf          0       281        1056
## 421           GLQ       1309          Unf          0        35        1344
## 422           ALQ       1246          Unf          0       356        1602
## 423           Unf          0          Unf          0       988         988
## 424           GLQ        986          Unf          0       484        1470
## 425           LwQ        616          Unf          0       580        1196
## 426           Unf          0          Unf          0       651         651
## 427           GLQ       1518          Unf          0         0        1518
## 428           Rec        288          Unf          0       619         907
## 429           GLQ        664          Unf          0       544        1208
## 430           GLQ       1005          Unf          0       387        1392
## 431           ALQ        387          Unf          0        96         483
## 432           Unf          0          Unf          0       901         901
## 433           ALQ        471          Unf          0       294         765
## 434           Unf          0          Unf          0       926         926
## 435           ALQ        495          Unf          0       135         630
## 436           GLQ        385          ALQ        344        70         799
## 437           Unf          0          Unf          0       648         648
## 438           Unf          0          Unf          0       884         884
## 439           LwQ        365          Unf          0        75         440
## 440           Unf          0          Unf          0       684         684
## 441           GLQ       1767          ALQ        539       788        3094
## 442           ALQ        133          Unf          0      1307        1440
## 443           Unf          0          Unf          0      1078        1078
## 444           Unf          0          Unf          0      1258        1258
## 445           GLQ        642          Unf          0       273         915
## 446           Unf          0          Unf          0      1436        1436
## 447           ALQ        247          Rec        713       557        1517
## 448           Unf          0          Unf          0       930         930
## 449           Unf          0          Unf          0       780         780
## 450           ALQ        331          Unf          0       318         649
## 451           Unf          0          Unf          0       813         813
## 452           ALQ        655          Unf          0       878        1533
## 453           ALQ        742          Unf          0       130         872
## 454           Unf          0          Unf          0       768         768
## 455           ALQ       1606          Unf          0       122        1728
## 456           ALQ        916          Unf          0       326        1242
## 457           Unf          0          Unf          0       624         624
## 458           BLQ       1116          Unf          0       248        1364
## 459           Unf          0          Unf          0       588         588
## 460           LwQ        185          Unf          0       524         709
## 461           GLQ        544          Unf          0       288         832
## 462           ALQ        350          BLQ        210         0         560
## 463           Rec        553          BLQ        311         0         864
## 464           LwQ        326          Unf          0       389         715
## 465           Rec        616          Unf          0       424        1040
## 466           Unf          0          Unf          0      1375        1375
## 467           GLQ        778          Unf          0       499        1277
## 468           LwQ        386          Unf          0       342         728
## 469           Unf          0          Unf          0      1626        1626
## 470           GLQ        426          Unf          0       406         832
## 471           GLQ        368          BLQ       1120         0        1488
## 472           Unf          0          Unf          0       808         808
## 473           GLQ        459          Unf          0        88         547
## 474           GLQ       1350          Unf          0       626        1976
## 475           GLQ       1196          Unf          0       298        1494
## 476           GLQ        630          Unf          0       340         970
## 477           GLQ        994          Unf          0       484        1478
## 478           Unf          0          Unf          0      2153        2153
## 479           GLQ       1288          Unf          0       417        1705
## 480           Rec        168          Unf          0       739         907
## 481           GLQ       1261          Unf          0       572        1833
## 482           GLQ       1567          Unf          0       225        1792
## 483           ALQ        299          Unf          0       611         910
## 484           GLQ        897          Unf          0       319        1216
## 485           ALQ        588          Unf          0       411         999
## 486           ALQ        607          Unf          0       506        1113
## 487           ALQ        836          Unf          0       237        1073
## 488           ALQ        998          Unf          0       486        1484
## 489           BLQ        664          Unf          0       290         954
## 490           GLQ        515          Unf          0       115         630
## 491           Unf          0          Unf          0       264         264
## 492           BLQ        403          Rec        165       238         806
## 493           Unf          0          Unf          0       728         728
## 494           BLQ        374          LwQ        532       363        1269
## 495           Unf          0          Unf          0       190         190
## 496           Rec        495          Unf          0       225         720
## 497           GLQ       1231          Unf          0      1969        3200
## 498           Rec        329          Unf          0       697        1026
## 499           ALQ        450          Unf          0       414         864
## 500           BLQ        111          LwQ        279       522         912
## 501           BLQ        356          Unf          0       316         672
## 502           GLQ        400          Unf          0       466         866
## 503           ALQ        698          GLQ         96       420        1214
## 504           ALQ       1247          Unf          0       254        1501
## 505           ALQ        257          Rec        495       103         855
## 506           Unf          0          Unf          0       960         960
## 507           GLQ        380          Unf          0       397         777
## 508           GLQ         27          Unf          0      1191        1218
## 509           Rec        141          Unf          0       548         689
## 510           ALQ        991          Unf          0        50        1041
## 511           BLQ        650          Rec        180       178        1008
## 512           Unf          0          Unf          0      1368        1368
## 513           BLQ        521          LwQ        174       169         864
## 514           ALQ        336          Unf          0       748        1084
## 515           Unf          0          Unf          0       768         768
## 516           GLQ       1436          Unf          0       570        2006
## 517           Unf          0          Unf          0       689         689
## 518           Unf          0          Unf          0      1264        1264
## 519           GLQ        706          Unf          0        88         794
## 520           Unf          0          Unf          0      1276        1276
## 521          <NA>          0         <NA>          0         0           0
## 522           Rec        777          Unf          0       467        1244
## 523           ALQ        399          Unf          0       605        1004
## 524           GLQ        719          Unf          0       660        1379
## 525           Unf          0          Unf          0      1257        1257
## 526           Rec        377          Unf          0       551         928
## 527           GLQ       1330          Unf          0       122        1452
## 528           ALQ        348          Unf          0       180         528
## 529           Rec       1219          Unf          0       816        2035
## 530           GLQ        783          Unf          0       678        1461
## 531           Unf          0          Unf          0       611         611
## 532          <NA>          0         <NA>          0         0           0
## 533          <NA>          0         <NA>          0         0           0
## 534           Unf          0          Unf          0       707         707
## 535           GLQ        969          Unf          0       148        1117
## 536           Unf          0          Unf          0       880         880
## 537           BLQ        600          Unf          0       264         864
## 538           BLQ        673          Unf          0       378        1051
## 539           GLQ       1358          Unf          0       223        1581
## 540           GLQ       1260          Unf          0       578        1838
## 541           Unf          0          Unf          0       969         969
## 542           LwQ        144          GLQ       1127       379        1650
## 543           GLQ        584          LwQ        139         0         723
## 544           GLQ        554          Unf          0       100         654
## 545           GLQ       1002          LwQ        202         0        1204
## 546           Rec        300          Unf          0       765        1065
## 547           ALQ        619          Unf          0       149         768
## 548           LwQ        180          Rec        645         0         825
## 549           Unf          0          Unf          0       912         912
## 550           ALQ        559          Unf          0       510        1069
## 551           Rec        308          Unf          0       620         928
## 552           Unf          0          Unf          0      1709        1709
## 553          <NA>          0         <NA>          0         0           0
## 554           GLQ        866          Unf          0       132         998
## 555           Unf          0          Unf          0       993         993
## 556           Rec        895          Unf          0       197        1092
## 557           Rec        637          Unf          0         0         637
## 558           GLQ        604          Unf          0       125         729
## 559           Unf          0          Unf          0      1374        1374
## 560           ALQ       1302          Unf          0        90        1392
## 561           ALQ       1071          LwQ        123       195        1389
## 562           BLQ        290          Unf          0       706         996
## 563           Unf          0          Unf          0      1163        1163
## 564           GLQ        728          Unf          0       367        1095
## 565           Unf          0          Unf          0       806         806
## 566           Unf          0          Unf          0      1122        1122
## 567           GLQ          2          Unf          0      1515        1517
## 568           GLQ       1441          Unf          0        55        1496
## 569           GLQ        943          Unf          0         0         943
## 570           LwQ        231          Unf          0      1497        1728
## 571           BLQ        414          Unf          0       450         864
## 572           Unf          0          Unf          0       846         846
## 573           Unf          0          Unf          0       384         384
## 574           ALQ        349          Unf          0        23         372
## 575           Rec        442          Unf          0       390         832
## 576           Unf          0          Unf          0       861         861
## 577           LwQ        328          ALQ        551       285        1164
## 578           Unf          0          Unf          0       689         689
## 579           Unf          0          Unf          0      1050        1050
## 580           BLQ        594          Rec        219       331        1144
## 581           Unf          0          Unf          0      2042        2042
## 582           GLQ        816          Unf          0         0         816
## 583           Unf          0          Unf          0      1237        1237
## 584           Unf          0          Unf          0       884         884
## 585           GLQ       1460          Unf          0       408        1868
## 586           Rec        210          ALQ        606         0         816
## 587           ALQ        672          Unf          0       168         840
## 588           GLQ       1324          Unf          0       113        1437
## 589           Unf          0          Unf          0       742         742
## 590           GLQ        490          Unf          0       280         770
## 591           GLQ       1338          Unf          0       384        1722
## 592           GLQ        816          Unf          0         0         816
## 593           GLQ        685          Unf          0       163         848
## 594           Unf          0          Unf          0       924         924
## 595           GLQ       1422          Unf          0       392        1814
## 596           Unf          0          Unf          0       684         684
## 597           Unf          0          Unf          0      1258        1258
## 598           ALQ       1283          LwQ        147         0        1430
## 599           LwQ         81          GLQ        612        23         716
## 600           GLQ        546          Unf          0       512        1058
## 601           Unf          0          Unf          0       780         780
## 602           GLQ        789          Unf          0       119         908
## 603           Unf          0          Unf          0       600         600
## 604           GLQ        922          Unf          0       572        1494
## 605           BLQ        454          Unf          0       314         768
## 606           GLQ        732          Unf          0       308        1040
## 607           GLQ        603          Unf          0       293         896
## 608           BLQ        428          Unf          0       537         965
## 609           Rec        903          Unf          0       126        1029
## 610           GLQ        904          Unf          0       536        1440
## 611           ALQ        605          Unf          0       427        1032
## 612           GLQ        990          Unf          0       309        1299
## 613           ALQ        206          Unf          0       914        1120
## 614           LwQ        150          GLQ        480         0         630
## 615           GLQ        763          Unf          0       173         936
## 616           GLQ        457          Unf          0       326         783
## 617           Unf          0          Unf          0       832         832
## 618           GLQ         48          Unf          0      1774        1822
## 619           GLQ        871          Unf          0       611        1482
## 620           BLQ         41          Unf          0       823         864
## 621           ALQ        956          Rec        182       384        1522
## 622           BLQ        560          Unf          0       420         980
## 623           GLQ        420          Unf          0       336         756
## 624           Rec        247          Unf          0       485         732
## 625           Unf          0          Unf          0      1116        1116
## 626           Unf          0          Unf          0       978         978
## 627           BLQ        674          LwQ        132       350        1156
## 628           Rec        650          Unf          0       390        1040
## 629           GLQ        624          Rec        336       288        1248
## 630           Unf          0          Unf          0       636         636
## 631           GLQ         24          Unf          0      1530        1554
## 632           ALQ        822          Unf          0       564        1386
## 633           BLQ        480          LwQ        468       108        1056
## 634           GLQ       1056          Unf          0         0        1056
## 635           LwQ        256          Unf          0      1184        1440
## 636           Unf          0          Unf          0       264         264
## 637           Unf          0          Unf          0       811         811
## 638           Unf          0          Unf          0       796         796
## 639           GLQ       1154          Unf          0       366        1520
## 640           GLQ       1218          Unf          0       300        1518
## 641           GLQ        738          Unf          0       319        1057
## 642           GLQ       1410          Unf          0       542        1952
## 643           Rec        493          BLQ        287         0         780
## 644           GLQ       1121          Unf          0       645        1766
## 645           ALQ        282          LwQ         35       664         981
## 646          <NA>          0         <NA>          0         0           0
## 647           Rec        500          Unf          0       594        1094
## 648           Unf          0          Unf          0       756         756
## 649           BLQ        131          GLQ        499         0         630
## 650           Unf          0          Unf          0       813         813
## 651           Unf          0          Unf          0       755         755
## 652           Unf          0          Unf          0       880         880
## 653           Unf          0          Unf          0       756         756
## 654           GLQ       1696          Unf          0       413        2109
## 655           Unf          0          Unf          0       525         525
## 656           ALQ        806          Unf          0       247        1053
## 657           Unf          0          Unf          0       776         776
## 658           Unf          0          Unf          0       912         912
## 659           BLQ        637          Unf          0       849        1486
## 660           Unf          0          Unf          0       793         793
## 661           GLQ       1361          Rec        180        88        1629
## 662           Unf          0          Unf          0      1392        1392
## 663           BLQ        920          Rec        180        38        1138
## 664           GLQ       1721          Unf          0       356        2077
## 665           Unf          0          Unf          0      1406        1406
## 666           LwQ        187          Rec        723       111        1021
## 667           GLQ       1138          Unf          0       270        1408
## 668           Rec        988          Unf          0       200        1188
## 669           Unf          0          Unf          0       700         700
## 670           GLQ        193          Unf          0       545         738
## 671           BLQ        551          Unf          0       121         672
## 672           ALQ        767          Unf          0       441        1208
## 673           GLQ       1186          Unf          0       291        1477
## 674           Rec        892          Unf          0       244        1136
## 675           ALQ        311          Unf          0       544         855
## 676           Unf          0          Unf          0      1095        1095
## 677           Unf          0          Unf          0       768         768
## 678           Unf          0          Unf          0      2046        2046
## 679           Rec        827          Unf          0       161         988
## 680           BLQ        543          BLQ        119       261         923
## 681           Rec        182          Unf          0       611         793
## 682           GLQ       1003          Unf          0       288        1291
## 683           GLQ       1059          Unf          0       567        1626
## 684           Unf          0          Unf          0      1195        1195
## 685           GLQ        828          LwQ        182       180        1190
## 686           Unf          0          Unf          0       874         874
## 687           GLQ        239          Unf          0       312         551
## 688           GLQ        945          Unf          0       474        1419
## 689           ALQ         20          Unf          0      1342        1362
## 690           GLQ        697          Unf          0       151         848
## 691           GLQ        965          Unf          0       245        1210
## 692           Unf          0          Unf          0      1073        1073
## 693           Unf          0          Unf          0       927         927
## 694           GLQ        980          LwQ         40        92        1112
## 695           LwQ        616          Unf          0         0         616
## 696           LwQ        210          ALQ        551       219         980
## 697           GLQ        553          BLQ        117       224         894
## 698           GLQ         16          Unf          0      1375        1391
## 699           GLQ       1274          Unf          0       526        1800
## 700           Unf          0          Unf          0      1164        1164
## 701           Unf          0          Unf          0      1234        1234
## 702           Unf          0          Unf          0       360         360
## 703           GLQ        712          Unf          0       761        1473
## 704          <NA>          0         <NA>          0         0           0
## 705           GLQ       1219          Unf          0       424        1643
## 706           GLQ        863          Unf          0       461        1324
## 707           Unf          0          Unf          0       728         728
## 708           Unf          0          Unf          0       876         876
## 709           Unf          0          Unf          0       270         270
## 710           Unf          0          Unf          0       859         859
## 711           GLQ        767          Unf          0       461        1228
## 712           ALQ        789          Unf          0       171         960
## 713           GLQ        533          Unf          0       192         725
## 714           Unf          0          Unf          0      1064        1064
## 715           Unf          0          Unf          0       718         718
## 716           BLQ       1084          Unf          0        92        1176
## 717           GLQ       1173          Unf          0       138        1311
## 718           ALQ        523          Unf          0       448         971
## 719           GLQ       1148          Unf          0       594        1742
## 720           GLQ        662          Unf          0       186         848
## 721           ALQ        191          Unf          0       673         864
## 722           Unf          0          Unf          0       941         941
## 723           GLQ       1234          Unf          0       464        1698
## 724           ALQ        375          BLQ        239       250         864
## 725           GLQ        808          Unf          0        72         880
## 726           GLQ        724          Unf          0       508        1232
## 727           Unf          0          Unf          0      1584        1584
## 728           BLQ        152          Unf          0       628         780
## 729           GLQ       1180          Unf          0       415        1595
## 730           GLQ        786          Unf          0        82         868
## 731           ALQ        252          Unf          0       901        1153
## 732           BLQ        594          Unf          0       270         864
## 733           Unf          0          Unf          0       948         948
## 734           Rec        390          Unf          0       490         880
## 735          <NA>          0         <NA>          0         0           0
## 736           Unf          0          Unf          0       893         893
## 737           GLQ       1200          Unf          0         0        1200
## 738           Unf          0          Unf          0       864         864
## 739           Unf          0          Unf          0       264         264
## 740           GLQ        832          Unf          0        80         912
## 741           Unf          0          Unf          0      1349        1349
## 742           ALQ        444          Unf          0        76         520
## 743           GLQ        733          Unf          0       604        1337
## 744           GLQ        575          ALQ         80       487        1142
## 745           GLQ        300          Unf          0       652         952
## 746           Unf          0          Unf          0      1240        1240
## 747           GLQ        919          Unf          0       801        1720
## 748          <NA>          0         <NA>          0         0           0
## 749           Unf          0          Unf          0       576         576
## 750           Unf          0          Unf          0       660         660
## 751           GLQ       1200          Unf          0       279        1479
## 752           Unf          0          Unf          0      1030        1030
## 753           GLQ        439          LwQ        472       115        1026
## 754           GLQ        381          Unf          0       348         729
## 755           GLQ         20          Unf          0       846         866
## 756           Rec        438          Unf          0       234         672
## 757           ALQ        549          Unf          0       195         744
## 758           LwQ         56          ALQ         64      1198        1318
## 759           Rec        612          Unf          0       252         864
## 760           LwQ        405          Unf          0       740        1145
## 761           GLQ         24          Unf          0       732         756
## 762           GLQ       1163          Unf          0        89        1252
## 763           LwQ        437          GLQ       1057         0        1494
## 764           Unf          0          Unf          0      1498        1498
## 765           GLQ        394          Unf          0       586         980
## 766           ALQ        660          Unf          0       323         983
## 767           GLQ         24          Unf          0      1836        1860
## 768           ALQ       1416          Unf          0       234        1650
## 769           GLQ        685          Unf          0       173         858
## 770           LwQ        836          Unf          0         0         836
## 771           ALQ        422          BLQ        127       480        1029
## 772           Rec        456          Unf          0       456         912
## 773           Unf          0          Unf          0      1935        1935
## 774           GLQ        866          Unf          0       338        1204
## 775           GLQ         20          Unf          0      1594        1614
## 776           ALQ        762          Unf          0       102         864
## 777          <NA>          0         <NA>          0         0           0
## 778           GLQ        975          Unf          0         0         975
## 779           Unf          0          Unf          0      1237        1237
## 780           ALQ        387          Unf          0       374         761
## 781           Unf          0          Unf          0      1413        1413
## 782           GLQ       1097          Unf          0         0        1097
## 783           Unf          0          Unf          0       742         742
## 784           Rec        251          LwQ        630       491        1372
## 785           LwQ        686          Unf          0         0         686
## 786           GLQ        656          Unf          0       300         956
## 787           Unf          0          Unf          0       901         901
## 788           LwQ        568          Unf          0       264         832
## 789           GLQ         16          Unf          0      1129        1145
## 790           ALQ        539          Unf          0       490        1029
## 791           GLQ        862          Unf          0       255        1117
## 792           Unf          0          Unf          0      1496        1496
## 793           Unf          0          Unf          0       712         712
## 794           Unf          0          Unf          0       650         650
## 795           Unf          0          Unf          0       660         660
## 796           BLQ        570          Unf          0       203         773
## 797           Unf          0          Unf          0      1926        1926
## 798           ALQ        569          Unf          0       162         731
## 799           GLQ        462          Unf          0       154         616
## 800           LwQ        197          Unf          0       999        1196
## 801           GLQ        648          Unf          0        80         728
## 802           Unf          0          Unf          0      1734        1734
## 803           LwQ        812          Unf          0       124         936
## 804           Unf          0          Unf          0      1417        1417
## 805           ALQ        400          Rec        480       100         980
## 806           GLQ       1309          Unf          0        15        1324
## 807           ALQ        516          BLQ        128       380        1024
## 808           Unf          0          Unf          0       849         849
## 809           ALQ        663          LwQ        377         0        1040
## 810           GLQ        662          Unf          0       186         848
## 811           Unf          0          Unf          0       540         540
## 812           Rec        608          Unf          0       834        1442
## 813           Unf          0          Unf          0       686         686
## 814           Unf          0          Unf          0      1649        1649
## 815           BLQ        486          Unf          0       522        1008
## 816           GLQ       1218          Unf          0       350        1568
## 817           GLQ        504          Unf          0       506        1010
## 818           GLQ        733          Unf          0       625        1358
## 819           Unf          0          Unf          0       798         798
## 820           Unf          0          Unf          0       936         936
## 821           Unf          0          Unf          0       847         847
## 822           Unf          0          Unf          0       778         778
## 823           Unf          0          Unf          0      1489        1489
## 824           GLQ       1636          Unf          0       442        2078
## 825           ALQ        784          Unf          0         0         784
## 826           GLQ         20          Unf          0      1434        1454
## 827           LwQ        249          ALQ        764         0        1013
## 828           Unf          0          Unf          0       600         600
## 829           Rec       1040          Unf          0       352        1392
## 830           Unf          0          Unf          0       600         600
## 831           GLQ        483          Unf          0       458         941
## 832           Rec        196          BLQ        345       975        1516
## 833           Rec        572          Unf          0       572        1144
## 834           BLQ        442          Unf          0       625        1067
## 835           Rec        338          Unf          0      1221        1559
## 836           BLQ        330          Unf          0       153         483
## 837           Unf          0          Unf          0      1099        1099
## 838           BLQ        352          Unf          0       416         768
## 839           BLQ        156          Unf          0       516         672
## 840           Unf          0          Unf          0       650         650
## 841           Rec        312          ALQ        539       276        1127
## 842           Unf          0          Unf          0      1800        1800
## 843           Unf          0          Unf          0       876         876
## 844           ALQ       1390          Unf          0         0        1390
## 845           ALQ        513          Unf          0       227         740
## 846           BLQ        460          Unf          0       404         864
## 847           Unf          0          Unf          0       907         907
## 848           Unf          0          Unf          0       528         528
## 849           GLQ        659          Unf          0       189         848
## 850           Unf          0          Unf          0      1273        1273
## 851           Rec        364          Unf          0       554         918
## 852           Rec        564          Unf          0       563        1127
## 853           ALQ        306          Rec       1085       372        1763
## 854           ALQ        659          Unf          0       381        1040
## 855           GLQ        505          LwQ        435         0         940
## 856           Unf          0          Unf          0       702         702
## 857           Unf          0          Unf          0      1090        1090
## 858           BLQ        619          Unf          0       435        1054
## 859           Unf          0          Unf          0       912         912
## 860           BLQ        841          Unf          0       198        1039
## 861           GLQ        338          Unf          0       702        1040
## 862           BLQ       1148          Unf          0         0        1148
## 863           Unf          0          Unf          0      1372        1372
## 864           BLQ        828          Unf          0       174        1002
## 865           Unf          0          Unf          0      1638        1638
## 866           ALQ        932          Unf          0       108        1040
## 867          <NA>          0         <NA>          0         0           0
## 868           GLQ        750          Unf          0       300        1050
## 869           Unf          0          Unf          0       894         894
## 870           GLQ        505          Unf          0       299         804
## 871           Unf          0          Unf          0       105         105
## 872           Rec        375          Unf          0       457         832
## 873           Unf          0          Unf          0       676         676
## 874           GLQ         64          Unf          0      1120        1184
## 875           ALQ        633          Unf          0       431        1064
## 876           GLQ       1170          Unf          0       292        1462
## 877           ALQ        899          Unf          0       210        1109
## 878           ALQ        646          Unf          0       218         864
## 879           ALQ        980          Unf          0       110        1090
## 880           LwQ        902          Unf          0       254        1156
## 881           Unf          0          Unf          0       808         808
## 882           Unf          0          Unf          0       795         795
## 883           BLQ        432          Unf          0       460         892
## 884           GLQ       1238          Unf          0       460        1698
## 885           LwQ        528          Unf          0      1098        1626
## 886           Unf          0          Unf          0       816         816
## 887           ALQ        351          Rec        823      1043        2217
## 888           BLQ       1024          Unf          0       481        1505
## 889           Unf          0          Unf          0       672         672
## 890           LwQ        226          Rec        500       192         918
## 891           GLQ        663          Unf          0       396        1059
## 892           BLQ       1064          Unf          0       319        1383
## 893          <NA>          0         <NA>          0         0           0
## 894           BLQ        400          Unf          0       380         780
## 895           ALQ        285          Unf          0       666         951
## 896          <NA>          0         <NA>          0         0           0
## 897           GLQ       2188          Unf          0       142        2330
## 898           BLQ        465          Unf          0       447         912
## 899           ALQ        322          Unf          0       536         858
## 900           BLQ        860          Unf          0       132         992
## 901           Unf          0          Unf          0       783         783
## 902           Unf          0          Unf          0      1670        1670
## 903           GLQ        599          Unf          0       277         876
## 904           Rec        354          LwQ        290       412        1056
## 905           GLQ         63          Unf          0      1560        1623
## 906           Rec        223          Unf          0       794        1017
## 907           BLQ        301          ALQ        324       239         864
## 908           Unf          0          Unf          0       742         742
## 909           Rec        443          Unf          0       662        1105
## 910           ALQ        196          Unf          0      1072        1268
## 911           Rec        489          Unf          0       279         768
## 912           BLQ        284          Unf          0       717        1001
## 913           GLQ        294          Unf          0       318         612
## 914           Unf          0          Unf          0       546         546
## 915           BLQ         50          Unf          0       430         480
## 916           ALQ       1059          Unf          0        75        1134
## 917           BLQ         48          GLQ        634       422        1104
## 918           ALQ        528          BLQ        411       245        1184
## 919           GLQ        814          Unf          0       114         928
## 920           ALQ       1084          Unf          0       188        1272
## 921           GLQ         28          Unf          0      1288        1316
## 922           LwQ        165          GLQ        841       598        1604
## 923           BLQ        625          LwQ       1061         0        1686
## 924           ALQ        767          LwQ         93       266        1126
## 925           Unf          0          Unf          0      1181        1181
## 926           BLQ        552          Unf          0       280         832
## 927           Unf          0          Unf          0      1753        1753
## 928           Unf          0          Unf          0       964         964
## 929           GLQ         16          Unf          0      1450        1466
## 930           BLQ        338          Rec        466       121         925
## 931           Unf          0          Unf          0      1905        1905
## 932           GLQ         20          Unf          0      1480        1500
## 933           GLQ        425          Unf          0       160         585
## 934           Unf          0          Unf          0       600         600
## 935           GLQ        833          Unf          0       343        1176
## 936           GLQ        341          Unf          0       772        1113
## 937           GLQ        464          Unf          0       927        1391
## 938           Unf          0          Unf          0      1032        1032
## 939           Rec        936          LwQ        396       396        1728
## 940           ALQ        772          Unf          0       220         992
## 941           GLQ       1440          Unf          0         0        1440
## 942           Unf          0          Unf          0      1632        1632
## 943           GLQ        111          Rec        354       354         819
## 944           LwQ       1088          Unf          0         0        1088
## 945           ALQ        748          BLQ        294       102        1144
## 946           GLQ       1300          Unf          0       316        1616
## 947           Unf          0          Unf          0       936         936
## 948           ALQ        982          Unf          0       179        1161
## 949           ALQ        398          BLQ        149       317         864
## 950           BLQ        641          Unf          0       187         828
## 951           GLQ        660          Unf          0       108         768
## 952           ALQ        562          LwQ        193        29         784
## 953           GLQ        945          Unf          0         0         945
## 954           Rec        484          Unf          0       495         979
## 955           ALQ        285          Unf          0       276         561
## 956           Rec        417          Unf          0       640        1057
## 957           GLQ        699          Unf          0       638        1337
## 958           ALQ        604          Unf          0        92         696
## 959           BLQ        696          Unf          0       162         858
## 960           ALQ        896          Unf          0       434        1330
## 961           ALQ        556          Unf          0       248         804
## 962           Unf          0          Unf          0      1800        1800
## 963           GLQ        624          Unf          0       193         817
## 964           Unf          0          Unf          0       783         783
## 965           Rec        428          Unf          0       300         728
## 966           ALQ        902          Unf          0       196        1098
## 967           Unf          0          Unf          0       600         600
## 968           ALQ        513          Unf          0        75         588
## 969           Unf          0          Unf          0       720         720
## 970           GLQ        567          Unf          0       197         764
## 971           Unf          0          Unf          0       918         918
## 972           Unf          0          Unf          0      1428        1428
## 973           Unf          0          Unf          0       728         728
## 974           GLQ        641          Unf          0        32         673
## 975           Unf          0          Unf          0       440         440
## 976           GLQ       1106          Unf          0       135        1241
## 977           LwQ        552          Unf          0       342         894
## 978           Rec        651          Unf          0       470        1121
## 979           ALQ        867          Unf          0        77         944
## 980           GLQ        854          Unf          0       371        1225
## 981           Unf          0          Unf          0      1266        1266
## 982           Unf          0          Unf          0      1128        1128
## 983          <NA>          0         <NA>          0         0           0
## 984           ALQ       1040          Unf          0       124        1164
## 985           Unf          0          Unf          0       485         485
## 986           GLQ       1646          Unf          0       284        1930
## 987           LwQ        156          Unf          0       692         848
## 988           Unf          0          Unf          0       770         770
## 989           GLQ       1074          Unf          0       322        1396
## 990           BLQ        216          Unf          0       700         916
## 991           BLQ        536          Rec        117       169         822
## 992           Unf          0          Unf          0       750         750
## 993           GLQ       1172          Unf          0       528        1700
## 994           ALQ        384          Unf          0       363         747
## 995           Rec        915          Unf          0       135        1050
## 996           Unf          0          Unf          0      1442        1442
## 997           Unf          0          Unf          0      1007        1007
## 998           GLQ        686          Unf          0       501        1187
## 999          <NA>          0         <NA>          0         0           0
## 1000          Unf          0          Unf          0       691         691
## 1001          GLQ         24          Unf          0      1550        1574
## 1002          Unf          0          Unf          0      1680        1680
## 1003          GLQ         16          Unf          0      1330        1346
## 1004          GLQ        595          Unf          0       390         985
## 1005          LwQ       1237          Unf          0       420        1657
## 1006          BLQ        273          LwQ        273         0         546
## 1007          Unf          0          Unf          0      1710        1710
## 1008          Unf          0          Unf          0      1008        1008
## 1009          Unf          0          Unf          0       720         720
## 1010         <NA>          0         <NA>          0         0           0
## 1011          Unf          0          Unf          0       602         602
## 1012          ALQ        247          Rec        465       310        1022
## 1013          BLQ        336          Unf          0       746        1082
## 1014          GLQ        643          Unf          0       167         810
## 1015          GLQ        690          Unf          0       814        1504
## 1016          GLQ       1036          Unf          0       184        1220
## 1017          Unf          0          Unf          0       384         384
## 1018          GLQ         16          Unf          0      1346        1362
## 1019          GLQ       1024          Unf          0       108        1132
## 1020          GLQ        684          Unf          0       515        1199
## 1021          LwQ        324          Unf          0       588         912
## 1022          GLQ         16          Unf          0      1330        1346
## 1023          ALQ       1165          LwQ        400         0        1565
## 1024          LwQ        138          Rec        468       276         882
## 1025          Rec        697          Unf          0       571        1268
## 1026          GLQ       1513          Unf          0       125        1638
## 1027          Rec        368          BLQ         41       359         768
## 1028          BLQ        317          Unf          0       355         672
## 1029          Unf          0          Unf          0       686         686
## 1030          GLQ        523          Unf          0       301         824
## 1031          GLQ       1012          Unf          0       326        1338
## 1032          GLQ        986          Unf          0       668        1654
## 1033          Unf          0          Unf          0       920         920
## 1034         <NA>          0         <NA>          0         0           0
## 1035          GLQ       1022          Unf          0       598        1620
## 1036          Unf          0          Unf          0      1055        1055
## 1037          Unf          0          Unf          0       546         546
## 1038          GLQ        509          Unf          0       121         630
## 1039          Rec        168          BLQ        682       284        1134
## 1040          GLQ        400          Rec         64       336         800
## 1041          ALQ        900          Unf          0       406        1306
## 1042          GLQ       1085          Unf          0       390        1475
## 1043          ALQ       1104          Unf          0      1420        2524
## 1044         <NA>          0         <NA>          0         0           0
## 1045          GLQ        240          Unf          0      1752        1992
## 1046          GLQ        686          Unf          0       304         990
## 1047         <NA>          0         <NA>          0         0           0
## 1048         <NA>          0         <NA>          0         0           0
## 1049          Unf          0          Unf          0      1302        1302
## 1050          Unf          0          Unf          0      1316        1316
## 1051          Rec        442          Unf          0       374         816
## 1052          Rec        383          Unf          0       833        1216
## 1053          GLQ        932          Unf          0       133        1065
## 1054          ALQ        644          Unf          0       549        1193
## 1055          GLQ        659          Unf          0       705        1364
## 1056          GLQ        595          Unf          0       378         973
## 1057          GLQ        936          Unf          0       168        1104
## 1058          Rec        297          LwQ        557         0         854
## 1059          GLQ        616          Unf          0       722        1338
## 1060          Unf          0          Unf          0       894         894
## 1061          Unf          0          Unf          0       662         662
## 1062          BLQ        397          Unf          0       706        1103
## 1063          BLQ        740          Rec        230       184        1154
## 1064          GLQ       1201          Unf          0       105        1306
## 1065          Unf          0          Unf          0       799         799
## 1066          GLQ        674          LwQ        106         0         780
## 1067          ALQ        837          Unf          0       105         942
## 1068          ALQ        220          Unf          0       625         845
## 1069          BLQ        586          Unf          0       462        1048
## 1070          Rec        298          Unf          0       429         727
## 1071          Unf          0          Unf          0       810         810
## 1072          BLQ        535          Unf          0       155         690
## 1073          Unf          0          Unf          0      1240        1240
## 1074          BLQ        410          Unf          0       390         800
## 1075          ALQ        626          Unf          0       170         796
## 1076          BLQ         75          Rec        791       230        1096
## 1077          GLQ        662          Unf          0       186         848
## 1078          GLQ        495          Unf          0       495         990
## 1079          ALQ        656          Unf          0       602        1258
## 1080          ALQ        824          Unf          0       216        1040
## 1081          Unf          0          Unf          0      1459        1459
## 1082          BLQ        553          Unf          0       698        1251
## 1083          ALQ        592          Unf          0        99         691
## 1084          GLQ        747          Unf          0       189         936
## 1085          BLQ        334          Unf          0       212         546
## 1086          Unf          0          Unf          0      1082        1082
## 1087          Unf          0          Unf          0       970         970
## 1088          GLQ       1039          Unf          0       208        1247
## 1089         <NA>          0         <NA>          0         0           0
## 1090          BLQ        510          Unf          0        90         600
## 1091          Rec        423          Unf          0       758        1181
## 1092          GLQ        661          Unf          0       203         864
## 1093          BLQ        248          Rec        240       448         936
## 1094          GLQ         24          Unf          0      1290        1314
## 1095          Unf          0          Unf          0       684         684
## 1096          Unf          0          Unf          0      1074        1074
## 1097          BLQ        672          Unf          0         0         672
## 1098          ALQ        704          Unf          0       567        1271
## 1099          Rec        290          Unf          0         0         290
## 1100          BLQ        412          LwQ        287       251         950
## 1101          Rec        588          Unf          0       422        1010
## 1102          ALQ        655          Unf          0         0         655
## 1103          Unf          0          Unf          0       630         630
## 1104          GLQ       1032          Unf          0       431        1463
## 1105          GLQ        738          Unf          0       172         910
## 1106          Unf          0          Unf          0       868         868
## 1107          Unf          0          Unf          0       924         924
## 1108          GLQ       1039          Unf          0       797        1836
## 1109          GLQ        219          Unf          0       554         773
## 1110          ALQ        403          Unf          0       400         803
## 1111          GLQ        708          Unf          0       108         816
## 1112          BLQ        643          Unf          0       365        1008
## 1113          Rec        415          Unf          0       418         833
## 1114          GLQ       1004          Unf          0       730        1734
## 1115          GLQ        353          Unf          0        55         408
## 1116          BLQ        702          Unf          0       192         894
## 1117          Unf          0          Unf          0       533         533
## 1118          LwQ        369          Unf          0       671        1040
## 1119          Unf          0          Unf          0      1012        1012
## 1120          GLQ         24          Unf          0      1528        1552
## 1121          Unf          0          Unf          0       672         672
## 1122          Unf          0          Unf          0       698         698
## 1123          Unf          0          Unf          0       384         384
## 1124          Unf          0          Unf          0      1005        1005
## 1125          Unf          0          Unf          0      1373        1373
## 1126          GLQ       1300          Unf          0       230        1530
## 1127          Unf          0          Unf          0       847         847
## 1128          GLQ        936          Unf          0         0         936
## 1129          BLQ        622          Unf          0       500        1122
## 1130          BLQ        212          Unf          0       762         974
## 1131          Unf          0          Unf          0      1008        1008
## 1132          GLQ        584          Unf          0       544        1128
## 1133          Unf          0          Unf          0       916         916
## 1134          Unf          0          Unf          0       960         960
## 1135          BLQ        280          Unf          0       752        1032
## 1136          Unf          0          Unf          0       780         780
## 1137          ALQ       1567          Unf          0         0        1567
## 1138          BLQ        645          Unf          0       270         915
## 1139          ALQ        852          Unf          0       100         952
## 1140          ALQ        381          Unf          0       399         780
## 1141          GLQ       1150          Unf          0       316        1466
## 1142          GLQ        288          Unf          0       718        1006
## 1143          BLQ        348          Unf          0       324         672
## 1144          Unf          0          Unf          0      1042        1042
## 1145          GLQ       1258          Unf          0        40        1298
## 1146          Rec        275          Unf          0       429         704
## 1147          Unf          0          Unf          0       572         572
## 1148          ALQ        624          Unf          0        26         650
## 1149          Unf          0          Unf          0       932         932
## 1150          BLQ        176          Unf          0      1290        1466
## 1151          ALQ        296          GLQ        547       230        1073
## 1152          ALQ        538          Unf          0       278         816
## 1153          ALQ        454          Unf          0       410         864
## 1154          ALQ       1157          Unf          0       280        1437
## 1155          ALQ        633          Unf          0       586        1219
## 1156          GLQ        904          Unf          0       410        1314
## 1157          Unf          0          Unf          0      1580        1580
## 1158          ALQ        442          Unf          0       459         901
## 1159          ALQ        311          Unf          0       544         855
## 1160          BLQ        728          Unf          0       568        1296
## 1161          BLQ        492          Unf          0       402         894
## 1162          GLQ       1198          Unf          0         0        1198
## 1163          ALQ        680          Rec        391       289        1360
## 1164          Unf          0          Unf          0      1502        1502
## 1165          Unf          0          Unf          0      1694        1694
## 1166          GLQ        786          Unf          0       173         959
## 1167          Rec        626          Unf          0       501        1127
## 1168          GLQ       1387          Unf          0       543        1930
## 1169          ALQ        522          Unf          0       574        1096
## 1170          ALQ        662          Unf          0       599        1261
## 1171          Unf          0          Unf          0       625         625
## 1172          Rec        152          BLQ        469       977        1598
## 1173          Rec        503          Unf          0       449         952
## 1174          GLQ        700          Unf          0       983        1683
## 1175          ALQ        658          Unf          0       218         876
## 1176          Rec        468          Unf          0       350         818
## 1177          Unf          0          Unf          0       731         731
## 1178         <NA>          0         <NA>          0         0           0
## 1179          LwQ       1216          Unf          0         0        1216
## 1180          GLQ       1480          Unf          0       120        1600
## 1181          Rec        821          Unf          0       299        1120
## 1182          Rec       1159          Unf          0       413        1572
## 1183          BLQ        392          Unf          0       392         784
## 1184          BLQ        440          Unf          0       538         978
## 1185          GLQ       1456          Unf          0       168        1624
## 1186          Unf          0          Unf          0       831         831
## 1187          Unf          0          Unf          0       994         994
## 1188          BLQ       1159          Unf          0        90        1249
## 1189          Unf          0          Unf          0       776         776
## 1190          Unf          0          Unf          0       702         702
## 1191          GLQ        883          Unf          0       341        1224
## 1192          ALQ        371          Unf          0       292         663
## 1193          Unf          0          Unf          0       728         728
## 1194          Unf          0          Unf          0       879         879
## 1195          Unf          0          Unf          0       815         815
## 1196          Unf          0          Unf          0      1212        1212
## 1197          Rec        547          Unf          0       504        1051
## 1198          Unf          0          Unf          0       864         864
## 1199          Unf          0          Unf          0       866         866
## 1200          Unf          0          Unf          0       884         884
## 1201          Unf          0          Unf          0      1630        1630
## 1202          ALQ        788          Unf          0       268        1056
## 1203          ALQ        485          BLQ        177      1496        2158
## 1204          Rec       1056          Unf          0         0        1056
## 1205          GLQ        340          Unf          0      1342        1682
## 1206          Rec        504          BLQ        108       319         931
## 1207          GLQ       1220          Unf          0       440        1660
## 1208          Unf          0          Unf          0      1055        1055
## 1209          GLQ        427          Unf          0       132         559
## 1210          Rec        344          Unf          0       328         672
## 1211          GLQ        648          Unf          0         0         648
## 1212          BLQ        784          Unf          0       141         925
## 1213          Rec        180          LwQ        374       340         894
## 1214         <NA>          0         <NA>          0         0           0
## 1215          GLQ        936          Unf          0       364        1300
## 1216         <NA>          0         <NA>          0         0           0
## 1217          Unf          0          Unf          0       672         672
## 1218          Rec        312          LwQ        600         0         912
## 1219          BLQ        250          LwQ        492       210         952
## 1220          Rec        196          Unf          0       844        1040
## 1221          LwQ        756          Unf          0      1380        2136
## 1222          GLQ        724          Unf          0        64         788
## 1223          GLQ        507          Unf          0        81         588
## 1224          Unf          0          Unf          0       894         894
## 1225          ALQ        595          Unf          0       317         912
## 1226          GLQ       1540          Unf          0       162        1702
## 1227          ALQ        666          Unf          0       409        1075
## 1228          GLQ        498          Rec        211       652        1361
## 1229          ALQ        803          Unf          0       303        1106
## 1230         <NA>          0         <NA>          0         0           0
## 1231          Rec       1000          Unf          0       188        1188
## 1232          Unf          0          Unf          0       940         940
## 1233          Unf          0          Unf          0       747         747
## 1234          Unf          0          Unf          0       764         764
##      Heating HeatingQC CentralAir Electrical X1stFlrSF X2ndFlrSF LowQualFinSF
## 1       GasA        Ex          Y      SBrkr       856       854            0
## 2       GasA        Ex          Y      SBrkr      1262         0            0
## 3       GasA        Ex          Y      SBrkr       920       866            0
## 4       GasA        Gd          Y      SBrkr       961       756            0
## 5       GasA        Ex          Y      SBrkr      1145      1053            0
## 6       GasA        Ex          Y      SBrkr       796       566            0
## 7       GasA        Ex          Y      SBrkr      1694         0            0
## 8       GasA        Ex          Y      SBrkr      1107       983            0
## 9       GasA        Gd          Y      FuseF      1022       752            0
## 10      GasA        Ex          Y      SBrkr      1077         0            0
## 11      GasA        Ex          Y      SBrkr      1040         0            0
## 12      GasA        Ex          Y      SBrkr      1182      1142            0
## 13      GasA        TA          Y      SBrkr       912         0            0
## 14      GasA        Ex          Y      SBrkr      1494         0            0
## 15      GasA        TA          Y      SBrkr      1253         0            0
## 16      GasA        Ex          Y      FuseA       854         0            0
## 17      GasA        Ex          Y      SBrkr      1004         0            0
## 18      GasA        TA          Y      SBrkr      1296         0            0
## 19      GasA        Ex          Y      SBrkr      1114         0            0
## 20      GasA        TA          Y      SBrkr      1339         0            0
## 21      GasA        Ex          Y      SBrkr      1158      1218            0
## 22      GasA        Ex          Y      FuseF      1108         0            0
## 23      GasA        Ex          Y      SBrkr      1795         0            0
## 24      GasA        TA          Y      SBrkr      1060         0            0
## 25      GasA        Ex          Y      SBrkr      1060         0            0
## 26      GasA        Ex          Y      SBrkr      1600         0            0
## 27      GasA        TA          Y      SBrkr       900         0            0
## 28      GasA        Ex          Y      SBrkr      1704         0            0
## 29      GasA        TA          Y      SBrkr      1600         0            0
## 30      GasA        Fa          N      SBrkr       520         0            0
## 31      GasA        TA          N      SBrkr       649       668            0
## 32      GasA        Gd          Y      SBrkr      1228         0            0
## 33      GasA        Ex          Y      SBrkr      1234         0            0
## 34      GasA        Gd          Y      SBrkr      1700         0            0
## 35      GasA        Ex          Y      SBrkr      1561         0            0
## 36      GasA        Ex          Y      SBrkr      1132      1320            0
## 37      GasA        Ex          Y      SBrkr      1097         0            0
## 38      GasA        Gd          Y      SBrkr      1297         0            0
## 39      GasA        TA          Y      SBrkr      1057         0            0
## 40      GasA        TA          N      FuseP      1152         0            0
## 41      GasA        Ex          Y      SBrkr      1324         0            0
## 42      GasA        Gd          Y      SBrkr      1328         0            0
## 43      GasA        Gd          Y      SBrkr       884         0            0
## 44      GasA        TA          Y      SBrkr       938         0            0
## 45      GasA        Ex          Y      FuseA      1150         0            0
## 46      GasA        Ex          Y      SBrkr      1752         0            0
## 47      GasA        Ex          Y      SBrkr      1518       631            0
## 48      GasA        Ex          Y      SBrkr      1656         0            0
## 49      GasA        Gd          Y      SBrkr       736       716            0
## 50      GasA        Ex          Y      SBrkr       955         0            0
## 51      GasA        Gd          Y      SBrkr       794       676            0
## 52      GasA        TA          Y      SBrkr       816         0          360
## 53      GasA        TA          N      SBrkr       816         0            0
## 54      GasA        Gd          Y      SBrkr      1842         0            0
## 55      GasA        TA          Y      SBrkr      1360         0            0
## 56      GasA        Gd          Y      SBrkr      1425         0            0
## 57      GasA        Ex          Y      SBrkr       983       756            0
## 58      GasA        Ex          Y      SBrkr       860       860            0
## 59      GasA        Ex          Y      SBrkr      1426      1519            0
## 60      GasA        Ex          Y      SBrkr       780         0            0
## 61      GasA        Ex          Y      SBrkr      1158         0            0
## 62      GasA        TA          N      SBrkr       581       530            0
## 63      GasA        Ex          Y      SBrkr      1370         0            0
## 64      GasA        Gd          Y      SBrkr       902       808            0
## 65      GasA        Ex          Y      SBrkr      1057       977            0
## 66      GasA        Ex          Y      SBrkr      1143      1330            0
## 67      GasA        TA          Y      SBrkr      2207         0            0
## 68      GasA        Ex          Y      SBrkr      1479         0            0
## 69      GasA        TA          Y      SBrkr       747         0            0
## 70      GasW        TA          Y      SBrkr      1304       983            0
## 71      GasA        Ex          Y      SBrkr      2223         0            0
## 72      GasA        TA          Y      SBrkr       845         0            0
## 73      GasA        Gd          Y      SBrkr       885       833            0
## 74      GasA        Gd          Y      SBrkr      1086         0            0
## 75      GasA        Gd          N      SBrkr       840       765            0
## 76      GasA        TA          Y      SBrkr       526       462            0
## 77      GasA        Ex          Y      FuseA       952         0            0
## 78      GasA        TA          Y      SBrkr      1072       213            0
## 79      GasA        TA          N      SBrkr      1768         0            0
## 80      GasA        Gd          Y      SBrkr       682       548            0
## 81      GasA        TA          Y      SBrkr      1182       960            0
## 82      GasA        Ex          Y      SBrkr      1337         0            0
## 83      GasA        Ex          Y      SBrkr      1563         0            0
## 84      GasA        Gd          Y      SBrkr      1065         0            0
## 85      GasA        Gd          Y      SBrkr       804       670            0
## 86      GasA        Ex          Y      SBrkr      1301      1116            0
## 87      GasA        Ex          Y      SBrkr       684       876            0
## 88      GasA        Ex          Y      SBrkr       612       612            0
## 89      GasA        TA          N      SBrkr      1013         0          513
## 90      GasA        Ex          Y      SBrkr       990         0            0
## 91      GasA        TA          Y      FuseA      1040         0            0
## 92      GasA        TA          Y      SBrkr      1235         0            0
## 93      GasA        Ex          Y      SBrkr       964         0            0
## 94      GasW        Ex          N      SBrkr      1260      1031            0
## 95      GasA        Ex          Y      SBrkr       905       881            0
## 96      GasA        Gd          Y      SBrkr       680       790            0
## 97      GasA        Ex          Y      SBrkr      1588         0            0
## 98      GasA        TA          Y      FuseF       960         0            0
## 99      GasA        Fa          N      SBrkr       835         0            0
## 100     GasA        Fa          Y      SBrkr      1225         0            0
## 101     GasA        Gd          Y      SBrkr      1610         0            0
## 102     GasA        TA          Y      SBrkr       977       755            0
## 103     GasA        TA          Y      SBrkr      1535         0            0
## 104     GasA        Ex          Y      SBrkr      1226         0            0
## 105     GasA        Ex          Y      FuseF      1226       592            0
## 106     GasA        Ex          Y      SBrkr      1053       939            0
## 107     GasA        Gd          Y      SBrkr      1047         0            0
## 108     GasA        Ex          Y      SBrkr       789         0            0
## 109     GasW        TA          N      FuseF       997       520            0
## 110     GasA        Ex          Y      SBrkr      1844         0            0
## 111     GasA        Gd          Y      SBrkr      1216       639            0
## 112     GasA        Ex          Y      SBrkr       774       656            0
## 113     GasA        Ex          Y      SBrkr      1282      1414            0
## 114     GasA        TA          Y      SBrkr      2259         0            0
## 115     GasA        Ex          Y      SBrkr      1436       884            0
## 116     GasA        Gd          Y      SBrkr       729       729            0
## 117     GasA        TA          Y      SBrkr      1092         0            0
## 118     GasA        Gd          Y      SBrkr      1125         0            0
## 119     GasA        Gd          Y      SBrkr      1699      1523            0
## 120     GasA        Ex          Y      SBrkr       728       728            0
## 121     GasA        Ex          Y      SBrkr       988         0            0
## 122     GasA        Gd          Y      SBrkr       772       351            0
## 123     GasA        Gd          Y      SBrkr      1080         0            0
## 124     GasA        Ex          Y      SBrkr      1199         0            0
## 125     GasA        TA          Y      SBrkr      1586         0            0
## 126     GasA        Gd          N      SBrkr       520         0          234
## 127     GasA        TA          Y      SBrkr       958         0            0
## 128     GasA        Ex          Y      SBrkr       840         0            0
## 129     GasA        TA          Y      SBrkr       660       688            0
## 130     GasA        TA          Y      FuseA      1053         0            0
## 131     GasA        Ex          Y      SBrkr      1216       941            0
## 132     GasA        Ex          Y      SBrkr      1022      1032            0
## 133     GasA        Gd          Y      SBrkr      1327         0            0
## 134     GasA        Ex          Y      SBrkr      1296         0            0
## 135     GasA        Gd          Y      SBrkr      1721         0            0
## 136     GasA        Gd          Y      SBrkr      1682         0            0
## 137     GasA        TA          Y      SBrkr      1214         0            0
## 138     GasA        Gd          Y      SBrkr      1959         0            0
## 139     GasA        Ex          Y      SBrkr      1004       848            0
## 140     GasA        Ex          Y      SBrkr       928       836            0
## 141     GasA        TA          Y      SBrkr       864         0            0
## 142     GasA        Ex          Y      SBrkr      1734         0            0
## 143     GasA        Fa          Y      SBrkr       910       475            0
## 144     GasA        Ex          Y      SBrkr      1501         0            0
## 145     GasA        TA          Y      SBrkr      1728         0            0
## 146     GasA        Ex          Y      SBrkr       970       739            0
## 147     GasA        TA          Y      FuseA       875         0            0
## 148     GasA        Ex          Y      SBrkr       884      1151            0
## 149     GasA        Ex          Y      SBrkr      1080         0            0
## 150     GasA        Gd          Y      FuseA       896       448            0
## 151     GasA        TA          Y      SBrkr       969         0            0
## 152     GasA        Ex          Y      SBrkr      1710         0            0
## 153     GasA        Gd          Y      SBrkr      1097       896            0
## 154     GasA        Gd          Y      SBrkr      1252         0            0
## 155     GasA        TA          Y      FuseA      1200         0            0
## 156     Grav        Fa          N      FuseF       572       524            0
## 157     GasA        TA          Y      FuseF      1040         0            0
## 158     GasA        Ex          Y      SBrkr       774      1194            0
## 159     GasA        Ex          Y      SBrkr       991       956            0
## 160     GasA        Ex          Y      SBrkr      1392      1070            0
## 161     GasA        TA          Y      SBrkr      1232         0            0
## 162     GasA        Ex          Y      SBrkr      1572      1096            0
## 163     GasA        Ex          Y      SBrkr      1541         0            0
## 164     GasA        Ex          Y      SBrkr       882         0            0
## 165     GasA        Gd          Y      FuseA      1149       467            0
## 166     GasA        Gd          Y      SBrkr       808       547            0
## 167     GasA        Ex          Y      FuseA      1867         0            0
## 168     GasA        Ex          Y      SBrkr      1610       551            0
## 169     GasA        Ex          Y      SBrkr       840       880            0
## 170     GasA        TA          Y      SBrkr      1707         0            0
## 171     GasA        TA          Y      SBrkr       854         0          528
## 172     GasA        Fa          Y      SBrkr      1656         0            0
## 173     GasA        Gd          Y      SBrkr      1064       703            0
## 174     GasA        TA          Y      SBrkr      1362         0            0
## 175     GasA        TA          Y      SBrkr      1651         0            0
## 176     GasA        TA          Y      SBrkr      2158         0            0
## 177     GasA        TA          Y      SBrkr      1164       896            0
## 178     GasA        Ex          Y      SBrkr      1252       668            0
## 179     GasA        Ex          Y      SBrkr      2234         0            0
## 180     GasA        TA          Y      SBrkr       968         0            0
## 181     GasA        Ex          Y      SBrkr       769       756            0
## 182     GasA        Gd          Y      SBrkr       901       901            0
## 183     GasA        Ex          Y      SBrkr      1340         0            0
## 184     GasA        Ex          Y      SBrkr      1362       720            0
## 185     GasA        Gd          Y      SBrkr       936       316            0
## 186     GasA        Ex          Y      SBrkr      1518      1518          572
## 187     GasA        Ex          Y      SBrkr      1217         0            0
## 188     GasA        Ex          Y      SBrkr       808       704          144
## 189     GasA        TA          Y      SBrkr      1224         0            0
## 190     GasA        Ex          Y      SBrkr      1593         0            0
## 191     GasA        TA          Y      SBrkr      1549      1178            0
## 192     GasA        Gd          Y      SBrkr       725       754            0
## 193     GasA        Ex          Y      SBrkr      1431         0            0
## 194     GasA        Ex          Y      SBrkr       970       739            0
## 195     GasA        TA          Y      SBrkr       864         0            0
## 196     GasA        TA          Y      SBrkr       855       601            0
## 197     GasA        Ex          Y      SBrkr      1726         0            0
## 198     GasA        Gd          Y      SBrkr      1360      1360          392
## 199     GasA        Ex          Y      SBrkr       929       929          371
## 200     GasA        Ex          Y      SBrkr      1713         0            0
## 201     GasA        Ex          Y      SBrkr      1121         0            0
## 202     GasA        TA          Y      SBrkr      1279         0            0
## 203     GasA        Gd          Y      SBrkr       865       445            0
## 204     GasA        Ex          Y      SBrkr       848         0            0
## 205     GasA        TA          Y      SBrkr       720       564            0
## 206     GasA        Ex          Y      SBrkr      1442         0            0
## 207     GasA        TA          Y      SBrkr      1696         0            0
## 208     GasA        TA          Y      SBrkr      1100         0            0
## 209     GasA        Ex          Y      SBrkr      1180       882            0
## 210     GasA        Ex          Y      SBrkr      1092         0            0
## 211     GasA        TA          N      FuseA       864         0            0
## 212     GasA        Ex          Y      SBrkr      1212         0            0
## 213     GasA        Ex          Y      SBrkr       932       920            0
## 214     GasA        Ex          Y      SBrkr       990         0            0
## 215     GasA        Ex          Y      SBrkr       689       703            0
## 216     GasA        TA          Y      SBrkr      1236         0            0
## 217     GasA        Ex          Y      SBrkr      1436         0            0
## 218     GasA        Fa          N      SBrkr       810       518            0
## 219     GasA        Ex          Y      SBrkr      1137       817            0
## 220     GasA        Ex          Y      SBrkr      1248         0            0
## 221     GasA        Ex          Y      SBrkr      1498         0            0
## 222     GasA        Ex          Y      SBrkr      1010      1257            0
## 223     GasA        TA          Y      SBrkr       811       741            0
## 224     GasA        Gd          Y      SBrkr       864         0            0
## 225     GasA        Ex          Y      SBrkr      2392         0            0
## 226     GasA        TA          Y      SBrkr       630       672            0
## 227     GasA        Ex          Y      SBrkr      1214      1306            0
## 228     GasA        TA          Y      SBrkr       483       504            0
## 229     GasA        TA          Y      SBrkr       912         0            0
## 230     GasA        Ex          Y      SBrkr      1555         0            0
## 231     GasA        TA          Y      SBrkr      1194         0            0
## 232     GasA        Ex          Y      SBrkr      1490      1304            0
## 233     GasA        TA          Y      SBrkr       483       504            0
## 234     GasA        TA          Y      SBrkr       894         0            0
## 235     GasA        Ex          Y      SBrkr       860      1100            0
## 236     GasA        TA          Y      SBrkr       483       504            0
## 237     GasA        Ex          Y      SBrkr      1414         0            0
## 238     GasA        Ex          Y      SBrkr      1014       730            0
## 239     GasA        Ex          Y      SBrkr      1694         0            0
## 240     GasA        TA          Y      FuseA       798       689            0
## 241     GasA        Ex          Y      SBrkr      1566         0            0
## 242     GasA        Gd          Y      SBrkr       866         0            0
## 243     GasA        Gd          N      FuseA       889       551            0
## 244     GasA        TA          Y      SBrkr       626       591            0
## 245     GasA        Ex          Y      SBrkr      1222       888            0
## 246     GasA        Gd          Y      SBrkr      1872         0            0
## 247     GasA        Gd          N      FuseP       908      1020            0
## 248     GasA        Ex          Y      SBrkr      1375         0            0
## 249     GasA        Ex          Y      SBrkr       840       828            0
## 250     GasA        Gd          Y      SBrkr      1444       700            0
## 251     GasA        Ex          Y      SBrkr      1306         0            0
## 252     GasA        Ex          Y      SBrkr      1625         0            0
## 253     GasA        Ex          Y      SBrkr       798       842            0
## 254     GasA        Ex          Y      SBrkr      1302         0            0
## 255     GasA        TA          Y      SBrkr      1314         0            0
## 256     GasA        Ex          Y      SBrkr      1005      1286            0
## 257     GasA        Ex          Y      SBrkr       864       864            0
## 258     GasA        Ex          Y      SBrkr      1604         0            0
## 259     GasA        Ex          Y      SBrkr       963       829            0
## 260     GasA        Gd          Y      FuseA       882         0            0
## 261     GasA        TA          Y      SBrkr      1382         0            0
## 262     GasA        Ex          Y      SBrkr      1482      1092            0
## 263     GasA        TA          Y      SBrkr      1212         0            0
## 264     GasA        TA          Y      SBrkr       926         0          390
## 265     GasA        Gd          N      FuseP       764         0            0
## 266     GasA        TA          Y      SBrkr      1422         0            0
## 267     GasA        Gd          Y      SBrkr       802       709            0
## 268     GasA        Ex          Y      SBrkr      1052       720          420
## 269     GasA        Ex          Y      SBrkr       778         0            0
## 270     GasA        TA          Y      SBrkr      1113         0            0
## 271     GasA        Gd          Y      SBrkr      1095       844            0
## 272     GasA        Ex          Y      SBrkr      1363         0            0
## 273     GasA        Ex          Y      SBrkr      1164      1106            0
## 274     GasA        Gd          Y      SBrkr      1632         0            0
## 275     GasA        TA          Y      SBrkr       816         0            0
## 276     GasW        Gd          N      SBrkr       952       596            0
## 277     GasA        Ex          Y      SBrkr      1560         0            0
## 278     GasA        Ex          Y      SBrkr       864         0            0
## 279     GasA        Ex          Y      SBrkr      2121         0            0
## 280     GasA        Ex          Y      SBrkr      1156       866            0
## 281     GasA        Gd          Y      SBrkr      1175       807            0
## 282     GasA        Gd          Y      SBrkr      1262         0            0
## 283     GasA        Ex          Y      SBrkr      1314         0            0
## 284     GasA        Ex          Y      SBrkr      1468         0            0
## 285     GasA        Gd          Y      SBrkr      1575         0            0
## 286     GasA        Ex          Y      SBrkr       625       625            0
## 287     GasA        TA          Y      SBrkr      1085       649            0
## 288     GasA        TA          Y      SBrkr       858         0            0
## 289     GasA        TA          Y      SBrkr       900         0            0
## 290     GasA        Ex          Y      FuseA       698       698            0
## 291     GasA        Ex          Y      SBrkr      1079       840            0
## 292     GasA        Ex          N      SBrkr       936       780            0
## 293     GasA        Gd          Y      SBrkr      1148       568            0
## 294     GasA        Fa          Y      SBrkr      1468       795            0
## 295     GasA        TA          Y      SBrkr      1644         0            0
## 296     GasA        TA          Y      SBrkr      1003         0            0
## 297     GasA        TA          Y      FuseA       910       648            0
## 298     GasA        Ex          Y      SBrkr       975       975            0
## 299     GasA        Gd          Y      SBrkr      1041       702            0
## 300     GasA        Ex          Y      SBrkr      1152         0            0
## 301     GasA        TA          Y      SBrkr      1336         0            0
## 302     GasA        Ex          Y      SBrkr      1210      1242            0
## 303     GasA        Ex          Y      SBrkr      1541         0            0
## 304     GasA        TA          Y      SBrkr       894         0            0
## 305     GasA        Ex          Y      SBrkr      1675      1818            0
## 306     GasA        Ex          Y      SBrkr      2000         0            0
## 307     GasA        Gd          Y      SBrkr      1122      1121            0
## 308     GasA        TA          Y      FuseA      1035       371            0
## 309     GasA        Ex          Y      SBrkr       861         0            0
## 310     GasA        Ex          Y      SBrkr      1944         0            0
## 311     GasA        Gd          Y      SBrkr       697       804            0
## 312     GasA        Ex          Y      SBrkr       972         0            0
## 313     GasA        TA          Y      SBrkr       793       325            0
## 314     GasW        TA          Y      SBrkr      2036         0            0
## 315     GasA        Ex          Y      SBrkr       832       809            0
## 316     GasA        Ex          Y      SBrkr       716       716            0
## 317     GasA        TA          Y      SBrkr      1153      1200            0
## 318     GasA        Ex          Y      SBrkr      1088       871            0
## 319     GasA        Ex          Y      SBrkr      1372      1274            0
## 320     GasA        TA          Y      SBrkr      1472         0            0
## 321     GasA        Ex          Y      SBrkr      1249      1347            0
## 322     GasA        Ex          Y      SBrkr      1136      1332            0
## 323     GasA        Ex          Y      SBrkr      1553      1177            0
## 324     GasA        Ex          Y      SBrkr      1163         0            0
## 325     GasA        Ex          Y      SBrkr      1898      1080            0
## 326     GasA        Po          N      FuseF       803         0            0
## 327     GasA        Ex          Y      SBrkr      1719         0            0
## 328     GasA        TA          Y      SBrkr      1383         0            0
## 329     GasA        Gd          N      FuseA      1445       689            0
## 330     GasA        TA          N      SBrkr       596       596            0
## 331     GasA        TA          Y      SBrkr      1728         0            0
## 332     GasA        Fa          Y      SBrkr      1056         0            0
## 333     GasA        Ex          Y      SBrkr      1629         0            0
## 334     GasA        Ex          Y      SBrkr      1358         0            0
## 335     GasA        Gd          Y      SBrkr       943       695            0
## 336     GasA        Ex          Y      SBrkr      1619       167            0
## 337     GasA        Ex          Y      SBrkr      1922         0            0
## 338     GasA        Ex          Y      SBrkr      1536         0            0
## 339     GasA        Ex          Y      SBrkr      1621         0            0
## 340     GasA        TA          Y      FuseA      1215         0            0
## 341     GasA        Ex          Y      SBrkr       993       915            0
## 342     GasA        Gd          Y      SBrkr       841         0            0
## 343     Wall        Fa          N      FuseA      1040         0            0
## 344     GasA        Ex          Y      SBrkr      1684         0            0
## 345     GasA        TA          Y      SBrkr       536       576            0
## 346     GasA        Gd          Y      SBrkr       972       605            0
## 347     GasA        TA          Y      SBrkr       958         0            0
## 348     GasA        Ex          Y      FuseA      1478         0            0
## 349     GasA        Ex          Y      SBrkr       764       862            0
## 350     GasA        Ex          Y      SBrkr      1848       880            0
## 351     GasA        Ex          Y      SBrkr      1869         0            0
## 352     GasA        Gd          Y      SBrkr      1453         0            0
## 353     GasA        TA          N      SBrkr       616       495            0
## 354     GasA        Gd          Y      SBrkr       720         0            0
## 355     GasA        Ex          Y      SBrkr      1192       403            0
## 356     GasA        Ex          Y      SBrkr      1200         0            0
## 357     GasA        Gd          Y      SBrkr      1167         0            0
## 358     GasA        TA          Y      SBrkr      1142         0            0
## 359     GasA        Ex          Y      FuseF      1352         0            0
## 360     GasA        Ex          Y      SBrkr      1086       838            0
## 361     GasA        Ex          Y      SBrkr       912         0            0
## 362     GasA        Gd          Y      SBrkr       988       517            0
## 363     GasA        Ex          Y      SBrkr       495      1427            0
## 364     GasA        Gd          Y      SBrkr       483       504            0
## 365     GasA        TA          Y      SBrkr       790       784            0
## 366     GasA        Gd          Y      FuseA       672       672            0
## 367     GasA        Gd          Y      SBrkr      1394         0            0
## 368     GasA        Gd          Y      SBrkr      1431         0            0
## 369     GasA        Gd          Y      SBrkr      1268         0            0
## 370     GasA        Ex          Y      SBrkr      1287         0            0
## 371     GasA        Ex          Y      SBrkr       953       711            0
## 372     GasA        TA          Y      SBrkr      1120       468            0
## 373     GasA        TA          Y      SBrkr       752         0            0
## 374     GasA        TA          Y      SBrkr      1319         0            0
## 375     GasA        Ex          Y      SBrkr       847      1081            0
## 376     GasA        Gd          N      FuseA       904         0            0
## 377     GasA        Ex          Y      SBrkr       914         0            0
## 378     GasA        Ex          Y      SBrkr      1580       886            0
## 379     GasA        Ex          Y      SBrkr      1856         0            0
## 380     GasA        Ex          Y      SBrkr      1007       793            0
## 381     GasA        TA          Y      SBrkr      1026       665            0
## 382     GasA        Ex          Y      SBrkr      1301         0            0
## 383     GasA        Ex          Y      SBrkr       939       858            0
## 384     GasA        TA          N      FuseA       784         0            0
## 385     GasA        Ex          Y      SBrkr      1079       874            0
## 386     GasA        Ex          Y      SBrkr      1269         0            0
## 387     GasA        TA          Y      SBrkr       658       526            0
## 388     GasA        Ex          Y      SBrkr      1125         0            0
## 389     GasA        Ex          Y      SBrkr      1479         0            0
## 390     GasA        Ex          Y      SBrkr      1742       590            0
## 391     GasA        Ex          Y      SBrkr       961       406            0
## 392     GasA        Ex          Y      SBrkr       804      1157            0
## 393     GasA        TA          Y      SBrkr       882         0            0
## 394     GasA        TA          Y      FuseA       788         0            0
## 395     GasA        Gd          Y      FuseA       735       299            0
## 396     GasA        TA          Y      SBrkr      1144         0            0
## 397     GasA        TA          Y      SBrkr       894         0            0
## 398     GasA        TA          Y      SBrkr       876       936            0
## 399     GasA        Gd          Y        Mix      1077         0            0
## 400     GasA        Ex          Y      SBrkr      1112       438            0
## 401     GasA        Ex          Y      SBrkr      1288         0            0
## 402     GasA        Ex          Y      SBrkr      1310         0            0
## 403     GasA        Ex          Y      SBrkr       672         0            0
## 404     GasA        Gd          Y      SBrkr      1165      1098            0
## 405     GasA        Gd          Y      SBrkr       806       766            0
## 406     GasA        Ex          Y      SBrkr      1620         0            0
## 407     GasA        Ex          Y      FuseA      1166         0          473
## 408     GasA        Ex          Y      SBrkr       840       840            0
## 409     GasA        Ex          Y      SBrkr      1071      1101            0
## 410     GasA        Ex          Y      SBrkr      1050      1028            0
## 411     GasA        TA          Y      FuseA      1276         0            0
## 412     GasA        TA          N      SBrkr      1056         0            0
## 413     GasA        Ex          Y      SBrkr      1478         0            0
## 414     GasA        Gd          Y      FuseA      1028         0            0
## 415     GasA        Ex          Y      SBrkr      1080      1017            0
## 416     GasA        Ex          Y      SBrkr      1340         0            0
## 417     GasA        TA          Y      SBrkr       672       728            0
## 418     GasW        TA          N      FuseA      1370      1254            0
## 419     GasA        Fa          N      FuseF       756       378            0
## 420     GasA        Ex          Y      SBrkr      1056         0            0
## 421     GasA        Ex          Y      SBrkr      1344         0            0
## 422     GasA        Gd          Y      SBrkr      1602         0            0
## 423     GasA        Ex          Y      FuseA       988         0            0
## 424     GasA        Gd          Y      SBrkr      1470      1160            0
## 425     GasA        Gd          Y      FuseA      1196         0            0
## 426     GasA        Gd          Y      SBrkr       707       682            0
## 427     GasA        Gd          Y      SBrkr      1644         0            0
## 428     GasA        Ex          Y      SBrkr       907         0            0
## 429     GasA        Ex          Y      SBrkr      1208         0            0
## 430     GasA        TA          Y      SBrkr      1412         0            0
## 431     GasA        TA          Y      SBrkr       483       504            0
## 432     GasA        Gd          Y      SBrkr      1088       110            0
## 433     GasA        Ex          Y      SBrkr       765       600            0
## 434     GasA        Ex          Y      SBrkr       926       678            0
## 435     GasA        Gd          Y      SBrkr       630         0            0
## 436     GasA        Ex          Y      SBrkr       827       834            0
## 437     GasA        TA          Y      FuseA       734       384            0
## 438     GasA        Gd          Y      SBrkr       904         0            0
## 439     GasA        TA          N      SBrkr       694         0            0
## 440     GasA        Gd          Y      SBrkr       684       512            0
## 441     GasA        Ex          Y      SBrkr      2402         0            0
## 442     GasA        TA          N      FuseF      1440         0            0
## 443     GasA        TA          Y      SBrkr      1128       445            0
## 444     GasA        Ex          Y      SBrkr      1258         0            0
## 445     GasA        Ex          Y      SBrkr       933       975            0
## 446     GasA        Fa          Y      SBrkr      1689         0            0
## 447     GasA        Ex          Y      SBrkr      1888         0            0
## 448     GasA        Gd          Y      SBrkr       956       930            0
## 449     GasA        TA          Y      SBrkr       780       596            0
## 450     GasA        Ex          Y      SBrkr       679       504            0
## 451     GasA        Ex          Y      FuseA       813         0            0
## 452     GasA        TA          Y      SBrkr      1533         0            0
## 453     GasA        Ex          Y      SBrkr       888       868            0
## 454     GasA        Ex          Y      SBrkr       786       804            0
## 455     GasA        TA          Y      SBrkr      1728         0            0
## 456     GasA        Fa          Y      SBrkr      1242         0            0
## 457     GasA        Fa          N      SBrkr       624       720            0
## 458     GasA        Ex          Y      SBrkr      1663         0            0
## 459     GasA        Fa          Y      SBrkr       833       833            0
## 460     GasA        TA          Y      SBrkr       979       224            0
## 461     GasA        Ex          Y      SBrkr       832      1103            0
## 462     GasA        Ex          Y      SBrkr       575       560            0
## 463     GasA        Gd          Y      SBrkr       864         0            0
## 464     GasA        Fa          Y      FuseA       849       811            0
## 465     GasA        TA          Y      SBrkr      1040         0            0
## 466     GasA        Ex          Y      SBrkr      1414         0            0
## 467     GasA        TA          Y      SBrkr      1277         0            0
## 468     GasA        Ex          Y      SBrkr       888       756            0
## 469     GasA        Ex          Y      SBrkr      1634         0            0
## 470     GasA        Ex          Y      SBrkr       832       878            0
## 471     GasA        TA          Y      SBrkr      1502         0            0
## 472     GasA        TA          Y      SBrkr      1161       808            0
## 473     GasA        Ex          Y      SBrkr      1072         0            0
## 474     GasA        Ex          Y      SBrkr      1976         0            0
## 475     GasA        Ex          Y      SBrkr      1652         0            0
## 476     GasA        TA          Y      SBrkr       970         0            0
## 477     GasA        Ex          Y      SBrkr      1493         0            0
## 478     GasA        Ex          Y      SBrkr      2069       574            0
## 479     GasA        Ex          Y      SBrkr      1718         0            0
## 480     GasA        TA          Y      SBrkr      1131         0            0
## 481     GasA        Ex          Y      SBrkr      1850         0            0
## 482     GasA        Ex          Y      SBrkr      1792         0            0
## 483     GasA        Ex          Y      SBrkr       916       910            0
## 484     GasA        Ex          Y      SBrkr      1216         0            0
## 485     GasA        Gd          Y      SBrkr       999         0            0
## 486     GasA        Gd          Y      SBrkr      1113         0            0
## 487     GasA        TA          Y      SBrkr      1073         0            0
## 488     GasA        Gd          Y      SBrkr      1484         0            0
## 489     GasA        TA          N      FuseA      1766       648            0
## 490     GasA        TA          Y      SBrkr       630         0            0
## 491     GasA        TA          Y      SBrkr       616       688            0
## 492     GasA        TA          Y      FuseA       958       620            0
## 493     GasA        Gd          Y      SBrkr       728       728            0
## 494     GasA        TA          Y      FuseA      1269         0            0
## 495     GasA        Gd          Y      FuseA       886         0            0
## 496     GasA        TA          N      FuseA       720         0            0
## 497     GasA        Ex          Y      SBrkr      3228         0            0
## 498     GasA        Ex          Y      SBrkr      1133       687            0
## 499     GasA        Ex          Y      SBrkr       899         0            0
## 500     GasA        Fa          Y      SBrkr       912         0            0
## 501     GasA        TA          Y      SBrkr       672       546            0
## 502     GasA        Gd          Y      SBrkr       866       902            0
## 503     GasA        Ex          Y      SBrkr      1214         0            0
## 504     GasA        TA          Y      SBrkr      1801         0            0
## 505     GasA        TA          Y      SBrkr       855       467            0
## 506     GasA        Gd          Y      SBrkr       960      1000            0
## 507     GasA        Ex          Y      SBrkr      1065       846            0
## 508     GasA        Ex          Y      SBrkr      1218         0            0
## 509     GasA        Ex          Y      SBrkr       689       689            0
## 510     GasA        Ex          Y      SBrkr      1041         0            0
## 511     GasA        Ex          Y      SBrkr      1363         0            0
## 512     GasA        Ex          Y      SBrkr      1368         0            0
## 513     GasA        TA          Y      SBrkr       864         0            0
## 514     GasA        TA          Y      SBrkr      1080         0            0
## 515     Grav        Fa          N      SBrkr       789         0            0
## 516     GasA        Ex          Y      SBrkr      2020         0            0
## 517     GasA        TA          Y      SBrkr      1378       741            0
## 518     GasA        Ex          Y      SBrkr      1277      1067            0
## 519     GasA        Ex          Y      SBrkr       882       914            0
## 520     GasA        Ex          Y      SBrkr      1276       804            0
## 521     GasA        TA          N      FuseA       694       600            0
## 522     GasA        Ex          Y      FuseA      1244         0            0
## 523     GasA        Ex          Y      SBrkr      1004       660            0
## 524     GasA        Ex          Y      SBrkr      1383      1015            0
## 525     GasA        Ex          Y      SBrkr      1266         0            0
## 526     GasA        TA          Y      SBrkr       928         0            0
## 527     GasA        Ex          Y      SBrkr      1476      1237            0
## 528     GasA        Ex          Y      SBrkr       605         0            0
## 529     GasA        TA          Y      SBrkr      2515         0            0
## 530     GasA        Ex          Y      SBrkr      1509         0            0
## 531     GasA        Ex          Y      SBrkr       751       611            0
## 532     GasA        Ex          Y      SBrkr       827         0            0
## 533     GasA        Fa          N      FuseF       334         0            0
## 534     GasA        Ex          Y      SBrkr       707       707            0
## 535     GasA        TA          Y      SBrkr       820       527            0
## 536     GasA        Ex          Y      SBrkr       880       844            0
## 537     GasA        TA          Y      SBrkr       864         0            0
## 538     GasA        TA          Y      SBrkr      1159         0            0
## 539     GasA        Ex          Y      SBrkr      1601         0            0
## 540     GasA        Ex          Y      SBrkr      1838         0            0
## 541     GasA        Ex          Y      SBrkr       997      1288            0
## 542     GasA        Ex          Y      SBrkr      1680         0            0
## 543     GasA        Ex          Y      SBrkr       767         0            0
## 544     GasA        Ex          Y      SBrkr       664       832            0
## 545     GasA        Gd          Y      SBrkr      1377       806            0
## 546     GasA        Ex          Y      FuseA       915       720            0
## 547     GasA        Ex          Y      SBrkr       768         0            0
## 548     GasA        TA          Y      SBrkr       825         0            0
## 549     GasA        Ex          Y      SBrkr       912      1182            0
## 550     GasA        TA          Y      SBrkr      1069         0            0
## 551     GasA        Gd          Y      FuseA       928         0            0
## 552     GasA        Ex          Y      SBrkr      1717         0            0
## 553     GasA        Ex          Y      SBrkr      1126         0            0
## 554     GasA        Ex          Y      SBrkr      1006      1040            0
## 555     GasA        TA          Y      FuseA      1048         0            0
## 556     GasA        TA          Y      FuseA      1092         0            0
## 557     GasA        Gd          Y      SBrkr       897       439            0
## 558     GasA        Ex          Y      SBrkr       729       717            0
## 559     GasA        Ex          Y      SBrkr      1557         0            0
## 560     GasA        TA          Y      SBrkr      1392         0            0
## 561     GasA        Gd          Y      SBrkr      1389         0            0
## 562     GasA        Ex          Y      SBrkr       996         0            0
## 563     GasA        Ex          Y      SBrkr      1163       511            0
## 564     GasA        Ex          Y      SBrkr      1166      1129            0
## 565     GasA        TA          N      FuseF       841       806            0
## 566     GasA        Ex          Y      SBrkr      1134      1370            0
## 567     GasA        Ex          Y      SBrkr      1535         0            0
## 568     GasA        Ex          Y      SBrkr      1496       636            0
## 569     GasA        TA          Y      SBrkr       943         0            0
## 570     GasA        TA          Y      SBrkr      1728         0            0
## 571     GasA        Ex          Y      SBrkr       864         0            0
## 572     GasA        Gd          Y      SBrkr       846       846            0
## 573     GasA        Ex          Y      SBrkr       774       656            0
## 574     GasA        TA          Y      SBrkr       576       533            0
## 575     GasA        TA          Y      SBrkr       832       384            0
## 576     GasA        Gd          Y      SBrkr       877       600            0
## 577     GasA        Ex          Y      SBrkr      1320         0            0
## 578     GasA        Ex          Y      SBrkr       703       689            0
## 579     GasA        Ex          N      FuseF      1050       745            0
## 580     GasA        Ex          Y      SBrkr      1429         0            0
## 581     GasA        Ex          Y      SBrkr      2042         0            0
## 582     GasA        TA          Y      SBrkr       816         0            0
## 583     GasA        Gd          Y      SBrkr      1521      1254            0
## 584     GasA        Ex          Y      SBrkr       989       584            0
## 585     GasA        Ex          Y      SBrkr      2028         0            0
## 586     GasA        Ex          Y      SBrkr       838         0            0
## 587     GasA        TA          Y      SBrkr       860         0            0
## 588     GasA        Ex          Y      SBrkr      1473         0            0
## 589     GasA        TA          Y      FuseA       779         0          156
## 590     GasA        Ex          Y      SBrkr       770       812            0
## 591     GasA        Ex          Y      SBrkr      1728       568            0
## 592     GasA        Ex          Y      SBrkr       816         0            0
## 593     GasA        Ex          Y      SBrkr       848         0            0
## 594     GasA        TA          Y      SBrkr       924         0            0
## 595     GasA        Ex          Y      SBrkr      1826         0            0
## 596     GasA        Ex          N      FuseA       684       684            0
## 597     GasA        Ex          Y      SBrkr      1402         0            0
## 598     GasA        Ex          Y      SBrkr      1647         0            0
## 599     GasA        TA          Y      SBrkr       716       840            0
## 600     GasA        Ex          Y      SBrkr      1058       846            0
## 601     GasA        TA          Y      SBrkr       780       595            0
## 602     GasA        Ex          Y      SBrkr       927       988            0
## 603     GasA        Ex          Y      SBrkr       600       600            0
## 604     GasA        Ex          Y      SBrkr      1494         0            0
## 605     GasA        TA          Y      SBrkr      1186       800            0
## 606     GasA        Gd          Y      SBrkr      1040         0            0
## 607     GasA        Ex          Y      SBrkr      1112       896            0
## 608     GasA        TA          Y      SBrkr      1940      1254            0
## 609     GasA        Gd          Y      SBrkr      1029         0            0
## 610     GasA        Ex          Y      SBrkr      1476       677            0
## 611     GasA        TA          Y      SBrkr      1032         0            0
## 612     GasA        Ex          Y      SBrkr      1299       573            0
## 613     GasA        Ex          Y      SBrkr      1120         0            0
## 614     GasA        Ex          Y      SBrkr       630         0            0
## 615     GasA        Ex          Y      SBrkr      1054         0            0
## 616     GasA        Ex          Y      SBrkr       807       702            0
## 617     GasA        Gd          Y      SBrkr       832         0            0
## 618     GasA        Ex          Y      SBrkr      1828         0            0
## 619     GasA        Ex          Y      SBrkr      1482       780            0
## 620     GasA        TA          N      FuseF       864         0            0
## 621     GasA        TA          Y      SBrkr      1548      1066            0
## 622     GasA        TA          Y      SBrkr       980         0            0
## 623     GasA        Ex          Y      SBrkr       756       756            0
## 624     GasA        Gd          Y      SBrkr      1012       778            0
## 625     GasA        TA          Y      SBrkr      1116         0            0
## 626     GasA        TA          Y      SBrkr      1422         0            0
## 627     GasA        Ex          Y      SBrkr      1520         0            0
## 628     GasA        TA          Y      SBrkr      1040      1040            0
## 629     GasA        TA          Y      SBrkr      1350         0            0
## 630     GasA        TA          Y      FuseA      1089       661            0
## 631     GasA        Ex          Y      SBrkr      1554         0            0
## 632     GasA        TA          Y      SBrkr      1411         0            0
## 633     GasA        TA          Y      SBrkr      1056         0            0
## 634     GasA        Gd          Y      SBrkr      1056         0            0
## 635     GasA        Ex          Y      FuseA      1440      1440          515
## 636     Grav        Fa          N      FuseA       800         0            0
## 637     GasA        TA          Y      FuseA       811       576            0
## 638     GasA        Gd          Y      FuseA       796         0            0
## 639     GasA        Ex          Y      SBrkr      1567         0            0
## 640     GasA        Ex          Y      SBrkr      1518         0            0
## 641     GasA        Ex          Y      SBrkr      1057       872            0
## 642     GasA        Gd          Y      SBrkr      2000       704            0
## 643     GasA        Ex          Y      SBrkr       780       840            0
## 644     GasA        Ex          Y      SBrkr      1766         0            0
## 645     GasA        TA          Y      SBrkr       981         0            0
## 646     GasA        Gd          Y      SBrkr      1048         0            0
## 647     GasA        Ex          Y      SBrkr      1094         0            0
## 648     GasA        TA          Y      SBrkr      1051       788            0
## 649     GasA        Gd          Y      SBrkr       630         0            0
## 650     GasA        Ex          Y      SBrkr       822       843            0
## 651     GasA        TA          Y      SBrkr       755       755            0
## 652     GasA        Ex          Y      SBrkr       909       807            0
## 653     GasA        Ex          Y      SBrkr       756       713            0
## 654     GasA        Ex          Y      SBrkr      2113         0            0
## 655     GasA        TA          Y      SBrkr       525       567            0
## 656     GasA        Ex          Y      SBrkr      1053         0            0
## 657     GasA        TA          Y      SBrkr       851       651            0
## 658     GasA        TA          Y      SBrkr       912       546            0
## 659     GasA        Ex          Y      SBrkr      1486         0            0
## 660     GasA        TA          Y      SBrkr      1142       793            0
## 661     GasA        Ex          Y      SBrkr      1686       762            0
## 662     GasA        Gd          Y      SBrkr      1392         0            0
## 663     GasA        TA          Y      SBrkr      1181         0            0
## 664     GasA        Ex          Y      SBrkr      2097         0            0
## 665     GasA        Ex          Y      SBrkr      1454       482            0
## 666     GasA        TA          Y      SBrkr      1465       915            0
## 667     GasA        Ex          Y      SBrkr      1679         0            0
## 668     GasA        Gd          Y      SBrkr      1437         0            0
## 669     GasA        Ex          Y      SBrkr      1180         0            0
## 670     GasA        Ex          Y      SBrkr       738       738            0
## 671     GasA        TA          N      SBrkr       697       672            0
## 672     GasA        TA          Y      SBrkr      1208         0            0
## 673     GasA        Ex          Y      SBrkr      1839         0            0
## 674     GasA        TA          Y      SBrkr      1136         0            0
## 675     GasA        TA          Y      SBrkr       855       586            0
## 676     GasW        Fa          N      SBrkr      1095       679            0
## 677     GasA        Ex          Y      SBrkr       792         0            0
## 678     GasA        Ex          Y      SBrkr      2046         0            0
## 679     GasA        TA          Y      SBrkr       988         0            0
## 680     GasA        TA          Y      SBrkr       923         0            0
## 681     GasA        Ex          Y      SBrkr       848       672            0
## 682     GasA        Ex          Y      SBrkr      1291         0            0
## 683     GasA        Ex          Y      SBrkr      1668         0            0
## 684     GasA        Gd          Y      SBrkr      1195       644            0
## 685     GasA        Gd          Y      SBrkr      1190       900            0
## 686     GasA        Ex          Y      SBrkr       874       887            0
## 687     GasA        Ex          Y      SBrkr       551       551            0
## 688     GasA        Ex          Y      SBrkr      1419         0            0
## 689     GasA        Ex          Y      SBrkr      1362         0            0
## 690     GasA        Ex          Y      SBrkr       848         0            0
## 691     GasA        Ex          Y      SBrkr      1238      1281            0
## 692     GasA        Ex          Y      SBrkr      1073         0            0
## 693     GasA        TA          Y      SBrkr      1067       472            0
## 694     GasA        Gd          Y      SBrkr      1137         0            0
## 695     GasA        Gd          Y      SBrkr       616         0            0
## 696     GasA        Fa          Y      FuseA      1148         0            0
## 697     GasA        Ex          Y      SBrkr       894         0            0
## 698     GasA        Ex          Y      SBrkr      1391         0            0
## 699     GasA        Ex          Y      SBrkr      1800         0            0
## 700     GasA        TA          Y      SBrkr      1164         0            0
## 701     GasA        Ex          Y      SBrkr      1264      1312            0
## 702     GasA        Gd          Y      SBrkr      1032       780            0
## 703     GasA        Ex          Y      SBrkr      1484         0            0
## 704     GasA        Fa          N      SBrkr       372       720            0
## 705     GasA        TA          Y      SBrkr      1824         0            0
## 706     GasA        Ex          Y      SBrkr      1324         0            0
## 707     GasA        Ex          Y      SBrkr       728       728            0
## 708     GasA        TA          Y      SBrkr       904         0            0
## 709     GasA        Gd          Y      SBrkr       729         0            0
## 710     GasA        Gd          Y      SBrkr       859       319            0
## 711     GasA        Gd          Y      SBrkr      1228         0            0
## 712     GasW        TA          N      SBrkr       960         0            0
## 713     GasA        Ex          Y      SBrkr       725       754            0
## 714     GasA        TA          Y      SBrkr      1350         0            0
## 715     GasA        Ex          Y      SBrkr      1576       978            0
## 716     GasA        Gd          Y      SBrkr      1178         0            0
## 717     GasA        Ex          Y      SBrkr      1325      1093            0
## 718     GasA        TA          Y      SBrkr       971         0            0
## 719     GasA        TA          Y      SBrkr      1742         0            0
## 720     GasA        Ex          Y      SBrkr       848         0            0
## 721     GasA        Ex          Y      SBrkr       864         0            0
## 722     GasA        Ex          Y      SBrkr       997       473            0
## 723     GasA        Ex          Y      SBrkr      1698         0            0
## 724     GasA        TA          Y      SBrkr       864         0            0
## 725     GasA        Ex          Y      SBrkr      1680         0            0
## 726     GasA        Ex          Y      SBrkr      1232         0            0
## 727     GasA        TA          Y      SBrkr      1776         0            0
## 728     GasA        TA          Y      FuseA       848         0          360
## 729     GasA        Ex          Y      SBrkr      1616         0            0
## 730     GasA        Ex          Y      SBrkr      1146         0            0
## 731     GasA        Ex          Y      SBrkr      1153       878            0
## 732     GasA        Ex          Y      SBrkr      1144         0            0
## 733     GasA        TA          Y      SBrkr       948         0            0
## 734     GasW        Fa          N      SBrkr       880       888            0
## 735     GasA        Gd          N      FuseF      1040         0            0
## 736     GasA        Ex          Y      SBrkr       901       900            0
## 737     GasA        TA          Y      SBrkr      1200         0            0
## 738     GasA        Ex          Y      SBrkr       864       864            0
## 739     GasA        Ex          Y      SBrkr       768       664            0
## 740     GasA        Gd          Y      SBrkr       912         0            0
## 741     GasA        Ex          Y      SBrkr      1349         0            0
## 742     GasA        Ex          Y      SBrkr      1464         0            0
## 743     GasA        Gd          Y      SBrkr      1337         0            0
## 744     GasA        Ex          Y      SBrkr      1175      1540            0
## 745     GasA        Ex          Y      SBrkr       980      1276            0
## 746     GasW        TA          N      SBrkr      1320      1320            0
## 747     GasA        Ex          Y      SBrkr      1720         0            0
## 748     Wall        TA          N      FuseF      1088       441            0
## 749     GasA        Gd          Y      SBrkr       792       348            0
## 750     GasA        Ex          Y      SBrkr       660       660            0
## 751     GasA        Ex          Y      SBrkr      1494         0            0
## 752     GasA        Gd          Y      SBrkr      1038      1060            0
## 753     GasA        Gd          Y      SBrkr      1026         0            0
## 754     GasA        Gd          Y      SBrkr       742       729            0
## 755     GasA        Ex          Y      SBrkr       866       902            0
## 756     GasA        TA          Y      SBrkr       672       714            0
## 757     GasA        Gd          Y      SBrkr       757       744            0
## 758     GasA        Ex          Y      SBrkr      1328      1203            0
## 759     GasA        Ex          Y      SBrkr       864         0            0
## 760     GasA        TA          Y      SBrkr      1301         0            0
## 761     GasA        Ex          Y      SBrkr       764       783            0
## 762     GasA        Ex          Y      SBrkr      1268      1097            0
## 763     GasA        Ex          Y      SBrkr      1494         0            0
## 764     GasA        Ex          Y      SBrkr      1506         0            0
## 765     GasA        TA          Y      SBrkr       980       734            0
## 766     GasA        Ex          Y      SBrkr       983       767            0
## 767     GasA        Ex          Y      SBrkr      1836         0            0
## 768     GasA        Ex          Y      SBrkr      1690      1589            0
## 769     GasA        TA          Y      SBrkr       858         0            0
## 770     GasA        TA          Y      FuseF      1220         0            0
## 771     GasA        TA          Y      SBrkr      1117         0            0
## 772     GasA        Ex          Y      FuseA       912         0            0
## 773     GasA        Gd          Y      SBrkr      1973         0            0
## 774     GasA        Ex          Y      SBrkr      1204         0            0
## 775     GasA        Ex          Y      SBrkr      1614         0            0
## 776     GasA        TA          Y      SBrkr       894         0            0
## 777     GasA        TA          Y      SBrkr      2020         0            0
## 778     GasA        TA          Y      SBrkr      1004         0            0
## 779     GasA        Gd          Y      SBrkr      1253         0            0
## 780     GasA        Ex          Y      SBrkr       810       793            0
## 781     GasA        Ex          Y      SBrkr      1430         0            0
## 782     GasA        Ex          Y      SBrkr      1110         0            0
## 783     GasA        Ex          Y      SBrkr       742       742            0
## 784     GasA        TA          Y      SBrkr      1342         0            0
## 785     GasA        TA          Y      SBrkr       966       686            0
## 786     GasA        Ex          Y      SBrkr       956      1128            0
## 787     GasA        Ex          Y      SBrkr       901         0            0
## 788     GasA        Gd          Y      SBrkr       976      1111            0
## 789     GasA        Ex          Y      SBrkr      1145         0            0
## 790     GasA        TA          Y      SBrkr      1062         0            0
## 791     GasA        Ex          Y      SBrkr      1127       886            0
## 792     GasA        Ex          Y      SBrkr      1496         0            0
## 793     GasA        Ex          Y      SBrkr      1086       809            0
## 794     GasA        TA          Y      SBrkr       888       676            0
## 795     GasA        Ex          Y      SBrkr      1285         0            0
## 796     GasA        Gd          Y      SBrkr       773         0            0
## 797     GasA        Ex          Y      SBrkr      1966      1174            0
## 798     GasA        Ex          Y      SBrkr       981       787            0
## 799     GasA        Gd          Y      SBrkr       616      1072            0
## 800     GasA        Ex          Y      FuseA      1196         0            0
## 801     GasA        Ex          Y      SBrkr       728       728            0
## 802     GasA        Ex          Y      SBrkr      1734      1088            0
## 803     GasA        TA          Y      SBrkr      1128         0            0
## 804     GasA        Ex          Y      SBrkr      1428         0            0
## 805     GasA        Gd          Y      SBrkr       980         0            0
## 806     GasA        Ex          Y      SBrkr      1072       504            0
## 807     GasA        TA          Y      SBrkr      1086         0            0
## 808     GasA        TA          N      FuseA      1075      1063            0
## 809     GasA        Fa          Y      SBrkr      1309         0            0
## 810     GasA        Ex          Y      SBrkr       848         0            0
## 811     GasA        TA          N      FuseA      1044         0            0
## 812     GasA        Gd          Y      SBrkr      1442         0            0
## 813     GasW        Gd          Y      SBrkr       686       564            0
## 814     GasA        Ex          Y      SBrkr      1661         0            0
## 815     GasA        Gd          Y      SBrkr      1008         0            0
## 816     GasA        Ex          Y      SBrkr      1689         0            0
## 817     GasA        Gd          Y      SBrkr      1052         0            0
## 818     GasA        Ex          Y      SBrkr      1358         0            0
## 819     GasA        Ex          Y      SBrkr       798       842            0
## 820     GasA        TA          N      SBrkr       936         0            0
## 821     GasA        Ex          Y      SBrkr       847       886            0
## 822     GasA        TA          Y      SBrkr       944       545            0
## 823     GasA        Ex          Y      SBrkr      1489         0            0
## 824     GasA        Ex          Y      SBrkr      2084         0            0
## 825     GasA        Gd          Y      SBrkr       784         0            0
## 826     GasA        Ex          Y      SBrkr      1434         0            0
## 827     GasA        TA          Y      SBrkr      1160       966            0
## 828     GasA        Ex          Y      SBrkr       520       623           80
## 829     GasA        TA          Y      FuseA      1392         0            0
## 830     GasA        Ex          Y      SBrkr       520       600           80
## 831     GasA        Ex          Y      SBrkr       941       888            0
## 832     GasA        TA          Y      SBrkr      1516         0            0
## 833     GasA        Gd          Y      SBrkr      1144         0            0
## 834     GasA        TA          Y      SBrkr      1067         0            0
## 835     GasA        Gd          Y      SBrkr      1559         0            0
## 836     GasA        TA          Y      SBrkr       483       504            0
## 837     GasA        Ex          Y      SBrkr      1099         0            0
## 838     GasA        Ex          Y      SBrkr       768       432            0
## 839     GasA        TA          N      SBrkr       810       672            0
## 840     GasA        Gd          Y      SBrkr       958       581            0
## 841     GasA        TA          Y      SBrkr      1165         0            0
## 842     GasA        Ex          N      SBrkr      1800         0            0
## 843     GasA        Gd          Y      SBrkr       876       540            0
## 844     GasA        TA          Y      SBrkr      1701         0            0
## 845     GasA        Ex          Y      SBrkr      1006       769            0
## 846     GasA        Ex          Y      SBrkr       864         0            0
## 847     GasA        TA          Y      SBrkr      1307      1051            0
## 848     GasA        Ex          Y      SBrkr      1094       761            0
## 849     GasA        Ex          Y      SBrkr       848         0            0
## 850     GasA        Ex          Y      SBrkr      1456         0            0
## 851     GasA        Gd          Y      SBrkr       918       728            0
## 852     GasA        TA          Y      SBrkr      1445         0            0
## 853     GasA        TA          Y      SBrkr      1779         0            0
## 854     GasA        Ex          Y      SBrkr      1040         0            0
## 855     GasA        TA          Y      SBrkr      1026         0            0
## 856     GasA        Gd          Y      SBrkr       702       779            0
## 857     GasA        TA          Y      SBrkr      1370         0            0
## 858     GasA        TA          Y      SBrkr      1512      1142            0
## 859     GasA        Gd          Y      SBrkr       912       514            0
## 860     GasA        Ex          Y      SBrkr      1039         0            0
## 861     GasA        TA          Y      SBrkr      1097         0            0
## 862     GasA        TA          Y      SBrkr      1148         0            0
## 863     GasA        Ex          Y      SBrkr      1372         0            0
## 864     GasA        TA          Y      SBrkr      1002         0            0
## 865     GasA        Ex          Y      SBrkr      1646         0            0
## 866     GasA        TA          Y      SBrkr      1120         0            0
## 867     GasA        Gd          Y      SBrkr      1547       720           53
## 868     GasA        Ex          Y      SBrkr      1062       887            0
## 869     GasA        Gd          N      SBrkr       894         0            0
## 870     GasA        Ex          Y      SBrkr       804       878            0
## 871     GasA        Gd          Y      SBrkr       910         0            0
## 872     GasA        Gd          Y      SBrkr      1036         0          232
## 873     GasA        Ex          Y      SBrkr       676       455            0
## 874     GasA        Ex          Y      SBrkr      1184      1426            0
## 875     GasA        Gd          Y      SBrkr      1040         0            0
## 876     GasA        Ex          Y      SBrkr      1462       762            0
## 877     GasA        TA          Y      SBrkr      1155         0            0
## 878     GasA        Ex          Y      SBrkr       864         0            0
## 879     GasA        Gd          Y      SBrkr      1090         0            0
## 880     GasA        Ex          Y      SBrkr      1187       530            0
## 881     GasA        Gd          Y      SBrkr       808       785            0
## 882     GasA        TA          N      SBrkr       954       795          481
## 883     GasA        TA          Y      SBrkr       892         0            0
## 884     GasA        Ex          Y      SBrkr      1709         0            0
## 885     GasA        Ex          Y      SBrkr      1712         0            0
## 886     GasA        TA          Y      SBrkr       872       521            0
## 887     GasA        Ex          Y      SBrkr      2217         0            0
## 888     GasA        Ex          Y      SBrkr      1505         0            0
## 889     GasA        Ex          Y      SBrkr       672       252            0
## 890     GasA        Gd          Y      SBrkr       918       765            0
## 891     GasA        TA          Y      SBrkr      1068         0            0
## 892     GasA        TA          Y      SBrkr      1383         0            0
## 893     GasA        TA          Y      SBrkr      1535         0            0
## 894     GasA        TA          Y      SBrkr       983       813            0
## 895     GasA        Ex          N      SBrkr       951         0            0
## 896     GasA        TA          Y      SBrkr      1120      1120            0
## 897     GasA        Ex          Y      SBrkr      2364         0            0
## 898     GasA        TA          Y      SBrkr      1236         0            0
## 899     GasA        TA          Y      SBrkr       858         0            0
## 900     GasA        TA          Y      SBrkr      1306         0            0
## 901     GasA        Ex          Y      SBrkr       807       702            0
## 902     GasA        Ex          Y      SBrkr      1670         0            0
## 903     GasA        TA          Y      SBrkr       902         0            0
## 904     GasA        TA          Y      SBrkr      1063         0            0
## 905     GasA        Ex          Y      SBrkr      1636         0            0
## 906     GasA        Gd          Y      SBrkr      1020      1037            0
## 907     GasA        TA          Y      SBrkr       902         0            0
## 908     GasA        Ex          Y      SBrkr       742       742            0
## 909     GasA        TA          Y      FuseA      1105      1169            0
## 910     GasA        TA          Y      SBrkr      1268         0            0
## 911     GasA        TA          N      SBrkr      1015         0            0
## 912     GasA        TA          N      FuseA      1001      1001            0
## 913     GasA        Ex          Y      SBrkr       612       612            0
## 914     GasA        Fa          Y      SBrkr       546       546            0
## 915     GasA        TA          N      FuseA       480         0            0
## 916     GasA        Ex          Y      FuseA      1229         0            0
## 917     GasA        Ex          Y      SBrkr       912      1215            0
## 918     GasA        Ex          Y      SBrkr      1414         0            0
## 919     GasA        Ex          Y      SBrkr       936       785            0
## 920     GasA        Gd          Y      SBrkr      1272       928            0
## 921     GasA        Ex          Y      SBrkr      1316         0            0
## 922     GasA        Ex          Y      SBrkr      1617         0            0
## 923     GasA        TA          Y      SBrkr      1686         0            0
## 924     GasA        TA          Y      SBrkr      1126         0            0
## 925     GasA        Ex          Y      SBrkr      1234      1140            0
## 926     GasA        Gd          Y      SBrkr      1098       880            0
## 927     GasA        Ex          Y      SBrkr      1788         0            0
## 928     GasA        Gd          Y      SBrkr       993      1243            0
## 929     GasA        Ex          Y      SBrkr      1466         0            0
## 930     GasA        Ex          Y      SBrkr       925         0            0
## 931     GasA        Ex          Y      SBrkr      1905         0            0
## 932     GasA        Ex          Y      SBrkr      1500         0            0
## 933     GasA        Ex          Y      SBrkr      2069         0            0
## 934     GasA        Gd          Y      SBrkr       747         0            0
## 935     GasA        Ex          Y      SBrkr      1200         0            0
## 936     GasA        Ex          Y      SBrkr      1113       858            0
## 937     GasA        Ex          Y      SBrkr      1391       571            0
## 938     GasA        Ex          Y      SBrkr      1207      1196            0
## 939     GasA        TA          Y      SBrkr      1728         0            0
## 940     GasA        Ex          Y      SBrkr      1022      1038            0
## 941     GasA        TA          Y      SBrkr      1440         0            0
## 942     GasA        TA          Y      SBrkr      1632         0            0
## 943     GasA        Gd          Y      FuseA      1344         0            0
## 944     GasA        TA          Y      SBrkr      1188       561          120
## 945     GasA        TA          Y      SBrkr      1144         0            0
## 946     GasA        Ex          Y      SBrkr      1629         0            0
## 947     GasA        Ex          Y      SBrkr       936       840            0
## 948     GasA        TA          Y      SBrkr      1381         0            0
## 949     GasA        Gd          Y      SBrkr       864         0            0
## 950     GasA        Gd          Y      SBrkr       965         0            0
## 951     GasA        Gd          Y      SBrkr       768         0            0
## 952     GasA        Ex          Y      SBrkr      1168       800            0
## 953     GasA        TA          Y      SBrkr       980         0            0
## 954     GasA        TA          N      FuseF       979       979            0
## 955     GasA        TA          Y      SBrkr       561       668            0
## 956     GasA        TA          Y      SBrkr      1057         0            0
## 957     GasA        Ex          Y      SBrkr      1337         0            0
## 958     GasA        Ex          Y      SBrkr       696       720            0
## 959     GasA        Gd          Y      SBrkr       858         0            0
## 960     GasA        TA          Y      SBrkr      1542      1330            0
## 961     GasA        TA          Y      SBrkr       804       744            0
## 962     GasA        Ex          Y      SBrkr      1800         0            0
## 963     GasA        Ex          Y      SBrkr       824      1070            0
## 964     GasA        Ex          Y      SBrkr       783       701            0
## 965     GasA        Ex          Y      SBrkr       976       332            0
## 966     GasA        TA          Y      SBrkr      1098         0            0
## 967     Grav        Fa          N      SBrkr       600       368            0
## 968     GasA        TA          Y      SBrkr      1095         0            0
## 969     GasA        TA          N      FuseA       720       472            0
## 970     GasA        Ex          Y      SBrkr       764       862            0
## 971     GasA        TA          Y      SBrkr       918         0            0
## 972     GasA        Ex          Y      SBrkr      1428         0            0
## 973     GasA        TA          N      SBrkr      1136       883            0
## 974     GasA        Ex          Y      SBrkr       673       709            0
## 975     GasA        TA          Y      FuseA       869         0            0
## 976     GasA        Ex          Y      SBrkr      1241         0            0
## 977     GasA        Ex          Y      SBrkr       894         0            0
## 978     GasA        TA          Y      SBrkr      1121         0            0
## 979     GasA        Gd          Y      SBrkr       999         0            0
## 980     GasA        Ex          Y      SBrkr      1276      1336            0
## 981     GasA        Ex          Y      SBrkr      1266         0            0
## 982     GasA        Ex          Y      SBrkr      1149      1141            0
## 983     GasA        TA          Y      SBrkr      1302       432            0
## 984     GasW        TA          N      SBrkr      1164         0            0
## 985     GasA        Gd          Y      SBrkr      1001       634            0
## 986     GasA        Ex          Y      SBrkr      1940         0            0
## 987     GasA        TA          Y      SBrkr      1118       912            0
## 988     GasA        Ex          Y      SBrkr       778       798            0
## 989     GasA        Ex          Y      SBrkr      1407       985            0
## 990     GasA        Gd          Y      SBrkr       916       826            0
## 991     GasA        Gd          Y      SBrkr      1020       831            0
## 992     GasA        Ex          Y      SBrkr       750       750            0
## 993     GasA        Ex          Y      SBrkr      1718         0            0
## 994     GasA        TA          Y      SBrkr       774       456            0
## 995     GasA        TA          Y      SBrkr      1050         0            0
## 996     GasA        TA          Y      SBrkr      1442         0            0
## 997     GasA        Fa          N      SBrkr      1077         0            0
## 998     GasA        Ex          Y      SBrkr      1208         0            0
## 999     GasW        Fa          N      FuseF       944         0            0
## 1000    GasA        Ex          Y      FuseA       691         0            0
## 1001    GasA        Ex          Y      SBrkr      1574         0            0
## 1002    GasA        Fa          Y      SBrkr      1680         0            0
## 1003    GasA        Ex          Y      SBrkr      1504         0            0
## 1004    GasA        TA          Y      SBrkr       985         0            0
## 1005    GasA        Gd          Y      SBrkr      1657         0            0
## 1006    GasA        TA          Y      SBrkr       546       546            0
## 1007    GasA        Ex          Y      SBrkr      1710         0            0
## 1008    GasA        Ex          Y      SBrkr      1008         0          514
## 1009    GasA        TA          Y      SBrkr       720       551            0
## 1010    GasA        TA          N      SBrkr      1664         0            0
## 1011    GasA        TA          Y      SBrkr       900       602            0
## 1012    GasW        TA          N      SBrkr      1022         0            0
## 1013    GasA        TA          Y      SBrkr      1082         0            0
## 1014    GasA        Ex          Y      SBrkr       810       855            0
## 1015    GasA        Ex          Y      SBrkr      1504         0            0
## 1016    GasA        Gd          Y      SBrkr      1360         0            0
## 1017    GasA        Gd          Y      SBrkr       802       670            0
## 1018    GasA        Ex          Y      SBrkr      1506         0            0
## 1019    GasA        Ex          Y      SBrkr      1132         0            0
## 1020    GasA        Ex          Y      SBrkr      1220         0            0
## 1021    GasA        Gd          Y      FuseA       912       336            0
## 1022    GasA        Ex          Y      SBrkr      1504         0            0
## 1023    GasA        TA          Y      SBrkr      2898         0            0
## 1024    GasA        TA          Y      SBrkr       882         0            0
## 1025    GasA        TA          Y      SBrkr      1264         0            0
## 1026    GasA        Ex          Y      SBrkr      1646         0            0
## 1027    GasA        TA          Y      SBrkr       968       408            0
## 1028    GasA        Gd          Y      SBrkr       672       546            0
## 1029    GasA        Gd          Y      SBrkr       948       980            0
## 1030    GasA        Ex          Y      SBrkr      1687       998          397
## 1031    GasA        Ex          Y      SBrkr      1352      1168            0
## 1032    GasA        Ex          Y      SBrkr      1654         0            0
## 1033    GasA        Ex          Y      SBrkr       954         0            0
## 1034    GasA        Ex          N      SBrkr       845         0            0
## 1035    GasA        Ex          Y      SBrkr      1620         0            0
## 1036    GasA        Ex          Y      SBrkr      1055      1208            0
## 1037    GasA        TA          Y      SBrkr       798       546            0
## 1038    GasA        TA          Y      SBrkr       630         0            0
## 1039    GasA        Ex          Y      SBrkr      1803         0            0
## 1040    GasA        Gd          Y      SBrkr       800       832            0
## 1041    GasA        Ex          Y      SBrkr      1306         0            0
## 1042    GasA        Ex          Y      SBrkr      1532       797            0
## 1043    GasA        TA          Y      SBrkr      2524         0            0
## 1044    GasA        Ex          Y      FuseA      1733         0            0
## 1045    GasA        Ex          Y      SBrkr      1992       876            0
## 1046    GasA        Ex          Y      SBrkr       990         0            0
## 1047    GasA        TA          Y      SBrkr      1771         0            0
## 1048    GasA        Ex          Y      SBrkr       930         0            0
## 1049    GasA        Ex          Y      SBrkr      1302         0            0
## 1050    GasA        Ex          Y      SBrkr      1316         0            0
## 1051    GasA        TA          Y      SBrkr      1127       850            0
## 1052    GasA        Ex          Y      FuseA      1526         0            0
## 1053    GasA        Ex          Y      SBrkr      1091       898            0
## 1054    GasA        TA          Y      SBrkr      1523         0            0
## 1055    GasA        Ex          Y      SBrkr      1364         0            0
## 1056    GasA        Ex          Y      SBrkr       979       871            0
## 1057    GasA        Ex          Y      SBrkr      1130      1054            0
## 1058    GasA        TA          Y      SBrkr      1096       895            0
## 1059    GasA        Ex          Y      SBrkr      1338         0            0
## 1060    GasA        TA          Y      SBrkr       894         0            0
## 1061    GasA        TA          N      SBrkr      1422       915            0
## 1062    GasA        Gd          Y      SBrkr      1103         0            0
## 1063    GasA        Ex          Y      SBrkr      1154         0            0
## 1064    GasA        Ex          Y      SBrkr      1306       954            0
## 1065    GasA        Gd          Y      SBrkr       799       772            0
## 1066    GasA        TA          Y      SBrkr       798       813            0
## 1067    GasA        Gd          Y      SBrkr      1291      1230            0
## 1068    GasA        TA          Y      SBrkr       893         0            0
## 1069    GasA        TA          Y      SBrkr      1048         0            0
## 1070    GasA        Ex          Y      SBrkr       829       727            0
## 1071    GasA        Fa          Y      FuseA      1002       454            0
## 1072    GasA        TA          Y      SBrkr       698       728            0
## 1073    GasA        Ex          Y      SBrkr      1240         0            0
## 1074    GasA        TA          Y      SBrkr       960       780            0
## 1075    GasA        Gd          Y      SBrkr      1096       370            0
## 1076    GasA        Ex          Y      SBrkr      1096         0            0
## 1077    GasA        Ex          Y      SBrkr       848         0            0
## 1078    GasA        Gd          Y      SBrkr       990         0            0
## 1079    GasA        Ex          Y      SBrkr      1258         0            0
## 1080    GasA        Fa          Y      SBrkr      1040         0            0
## 1081    GasA        Ex          Y      SBrkr      1459         0            0
## 1082    GasA        TA          Y      SBrkr      1251         0            0
## 1083    GasA        Gd          Y      SBrkr       691       807            0
## 1084    GasA        Ex          Y      SBrkr       996         0            0
## 1085    GasA        TA          Y      SBrkr       546       546            0
## 1086    GasA        Ex          Y      SBrkr      1082       871            0
## 1087    GasA        Ex          Y      SBrkr       970       739            0
## 1088    GasA        Ex          Y      SBrkr      1247         0            0
## 1089    Wall        Fa          N      FuseA      1040         0            0
## 1090    GasA        Ex          Y      SBrkr       624       628            0
## 1091    GasA        Fa          Y      SBrkr      1390       304            0
## 1092    GasA        Gd          Y      SBrkr      1200         0            0
## 1093    GasA        Ex          Y      SBrkr       936         0            0
## 1094    GasA        Gd          Y      SBrkr      1314         0            0
## 1095    GasA        TA          Y      SBrkr       773       582            0
## 1096    GasA        Ex          Y      SBrkr      1088         0            0
## 1097    GasA        TA          Y      SBrkr       757       567            0
## 1098    GasA        TA          Y      SBrkr      1601         0            0
## 1099    GasA        TA          N      FuseF       438         0            0
## 1100    GasA        TA          Y      SBrkr       950         0            0
## 1101    GasA        Ex          Y      SBrkr      1134         0            0
## 1102    GasA        Ex          Y      SBrkr      1194         0            0
## 1103    GasA        TA          Y      SBrkr       630       672            0
## 1104    GasA        Ex          Y      SBrkr      1500      1122            0
## 1105    GasA        Gd          Y      SBrkr      1442         0            0
## 1106    GasA        Ex          Y      SBrkr       887      1134            0
## 1107    GasA        Ex          Y      SBrkr       948       742            0
## 1108    GasA        Ex          Y      SBrkr      1836         0            0
## 1109    GasA        Gd          Y      SBrkr       773       885            0
## 1110    GasA        TA          Y      SBrkr      1098       866            0
## 1111    GasA        TA          Y      FuseA       816         0            0
## 1112    GasA        Gd          Y      SBrkr      1008         0            0
## 1113    GasA        Ex          Y      SBrkr       833         0            0
## 1114    GasA        Ex          Y      SBrkr      1734         0            0
## 1115    GasA        Ex          Y      SBrkr       779       640            0
## 1116    GasA        Ex          Y      SBrkr       894         0            0
## 1117    GasA        TA          Y      SBrkr      1021       580            0
## 1118    GasA        TA          Y      FuseA      1040         0            0
## 1119    GasA        TA          Y      FuseA      1012         0            0
## 1120    GasA        Ex          Y      SBrkr      1552         0            0
## 1121    GasA        Ex          Y      FuseA       960         0            0
## 1122    GasA        Ex          Y      SBrkr       698         0            0
## 1123    GasA        Gd          Y      SBrkr       812       670            0
## 1124    GasA        TA          Y      SBrkr      1005         0            0
## 1125    GasA        Ex          Y      SBrkr      1555         0            0
## 1126    GasA        Ex          Y      SBrkr      1530         0            0
## 1127    GasA        Ex          Y      SBrkr       847      1112            0
## 1128    GasA        TA          Y      SBrkr       936         0            0
## 1129    GasA        TA          Y      SBrkr      1328       653            0
## 1130    GasA        TA          Y      SBrkr       974         0            0
## 1131    GasW        TA          Y      SBrkr      1178      1032            0
## 1132    GasA        Ex          Y      SBrkr      1142       878            0
## 1133    GasA        Gd          Y      SBrkr       916       684            0
## 1134    GasA        TA          N      SBrkr       986         0            0
## 1135    GasA        TA          Y      FuseA      1032       220            0
## 1136    GasA        Gd          N      SBrkr       780       240            0
## 1137    GasA        TA          Y      SBrkr      1567         0            0
## 1138    GasA        TA          Y      SBrkr      1167         0            0
## 1139    GasA        TA          Y      SBrkr       952         0            0
## 1140    GasA        Ex          Y      SBrkr      1088       780            0
## 1141    GasA        Ex          Y      SBrkr      1466      1362            0
## 1142    GasA        TA          Y      SBrkr      1006         0            0
## 1143    Grav        Fa          N      FuseA       672       252            0
## 1144    GasA        Ex          Y      SBrkr      1042       534            0
## 1145    GasA        TA          Y      SBrkr      1298         0            0
## 1146    GasA        Ex          Y      SBrkr       860       704            0
## 1147    GasA        TA          Y      SBrkr       572       539            0
## 1148    GasA        Ex          Y      SBrkr       832       650            0
## 1149    GasA        Ex          Y      FuseA       932         0            0
## 1150    GasA        TA          Y      SBrkr      1466         0            0
## 1151    GasA        Ex          Y      SBrkr      1811         0            0
## 1152    GasA        Ex          Y      SBrkr       816         0            0
## 1153    GasA        TA          Y      SBrkr       902       918            0
## 1154    GasA        TA          Y      SBrkr      1437         0            0
## 1155    GasA        Gd          Y      SBrkr      1265         0            0
## 1156    GasA        Ex          Y      SBrkr      1314         0            0
## 1157    GasA        Ex          Y      SBrkr      1580         0            0
## 1158    GasA        TA          Y      SBrkr       943       933            0
## 1159    GasA        Fa          Y      SBrkr       855       601            0
## 1160    GasA        Ex          Y      SBrkr      1640         0            0
## 1161    GasA        Gd          Y      SBrkr       894         0            0
## 1162    GasA        TA          Y      SBrkr      1258         0            0
## 1163    GasA        Ex          Y      SBrkr      1432         0            0
## 1164    GasA        Ex          Y      SBrkr      1502         0            0
## 1165    GasA        Ex          Y      SBrkr      1694         0            0
## 1166    GasA        Ex          Y      SBrkr       959       712            0
## 1167    GasA        Ex          Y      SBrkr      1236       872            0
## 1168    GasA        Ex          Y      SBrkr      1831      1796            0
## 1169    GasA        TA          Y      SBrkr      1118         0            0
## 1170    GasA        Ex          Y      SBrkr      1261         0            0
## 1171    GasA        Ex          Y      SBrkr       625       625            0
## 1172    GasA        TA          Y      SBrkr      1636       971          479
## 1173    GasA        TA          Y      SBrkr      1170      1175            0
## 1174    GasA        Ex          Y      SBrkr      2129       743            0
## 1175    GasA        TA          Y      SBrkr       923         0            0
## 1176    GasA        TA          Y      SBrkr       818       406            0
## 1177    GasA        Ex          Y      SBrkr       820       523            0
## 1178    GasA        Gd          Y      SBrkr      1124         0            0
## 1179    GasA        Ex          Y      SBrkr      1298      1216            0
## 1180    GasA        Ex          Y      SBrkr      1652         0            0
## 1181    GasA        Ex          Y      SBrkr      1130         0            0
## 1182    GasA        Gd          Y      SBrkr      1572         0            0
## 1183    GasA        Gd          Y      SBrkr       949       272            0
## 1184    GasA        TA          Y      SBrkr      1014       685            0
## 1185    GasA        Ex          Y      SBrkr      1624         0            0
## 1186    GasA        Ex          Y      SBrkr       831       829            0
## 1187    GasA        Gd          Y      SBrkr      1028       776            0
## 1188    GasA        Ex          Y      SBrkr      1622         0            0
## 1189    GasA        Ex          Y      SBrkr       764       677            0
## 1190    GasA        Gd          Y      SBrkr       842       630            0
## 1191    GasA        Ex          Y      SBrkr      1224         0            0
## 1192    GasA        TA          Y      SBrkr       663       689            0
## 1193    GasA        Ex          Y      SBrkr       728       728            0
## 1194    GasA        Ex          Y      SBrkr       879       984            0
## 1195    GasA        Ex          Y      SBrkr       815       875            0
## 1196    GasA        Ex          Y      SBrkr      1212         0            0
## 1197    GasA        Gd          Y      SBrkr      1382         0            0
## 1198    GasA        Gd          Y      SBrkr       864         0            0
## 1199    GasA        Ex          Y      SBrkr       866       913            0
## 1200    GasA        Ex          Y      SBrkr       884       464            0
## 1201    GasA        Ex          Y      SBrkr      1630         0            0
## 1202    GasA        Ex          Y      SBrkr      1074         0            0
## 1203    GasA        Gd          Y      SBrkr      2196         0            0
## 1204    GasA        TA          Y      SBrkr      1056         0            0
## 1205    GasA        Ex          Y      SBrkr      1700         0            0
## 1206    GasA        TA          Y      SBrkr      1283         0            0
## 1207    GasA        Ex          Y      SBrkr      1660         0            0
## 1208    GasA        Ex          Y      SBrkr      1055       790            0
## 1209    GasA        Gd          Y      SBrkr      1080       672            0
## 1210    GasA        TA          Y      SBrkr       672         0            0
## 1211    GasA        Ex          Y      SBrkr       960         0            0
## 1212    GasA        TA          Y      SBrkr       999         0            0
## 1213    GasA        TA          Y      SBrkr       894         0            0
## 1214    GasA        TA          Y      SBrkr      1318       584            0
## 1215    GasA        Ex          Y      SBrkr      1314         0            0
## 1216    GasA        Gd          N      SBrkr       672       240            0
## 1217    GasA        TA          Y      SBrkr       672       546            0
## 1218    GasA        TA          Y      SBrkr       912         0            0
## 1219    GasA        Ex          Y      SBrkr      1211         0            0
## 1220    GasA        Ex          Y      SBrkr      1168       678            0
## 1221    GasA        TA          N      FuseA      2136         0            0
## 1222    GasA        Ex          Y      SBrkr       788       702            0
## 1223    GasA        Ex          Y      SBrkr      1138         0            0
## 1224    GasA        Ex          Y      SBrkr       894      1039            0
## 1225    GasA        Ex          Y      SBrkr       912         0            0
## 1226    GasA        Ex          Y      SBrkr      1702         0            0
## 1227    GasA        Gd          Y      SBrkr      1507         0            0
## 1228    GasA        Ex          Y      SBrkr      1361      1259            0
## 1229    GasA        TA          Y      SBrkr      1190         0            0
## 1230    GasA        TA          Y      SBrkr      1224         0            0
## 1231    GasA        Fa          Y      SBrkr      1188         0            0
## 1232    GasA        TA          N      FuseA      1024       940            0
## 1233    GasA        Gd          Y      FuseF       892       892            0
## 1234    GasA        Ex          Y      SBrkr       764       862            0
##      GrLivArea BsmtFullBath BsmtHalfBath FullBath HalfBath BedroomAbvGr
## 1         1710            1            0        2        1            3
## 2         1262            0            1        2        0            3
## 3         1786            1            0        2        1            3
## 4         1717            1            0        1        0            3
## 5         2198            1            0        2        1            4
## 6         1362            1            0        1        1            1
## 7         1694            1            0        2        0            3
## 8         2090            1            0        2        1            3
## 9         1774            0            0        2        0            2
## 10        1077            1            0        1        0            2
## 11        1040            1            0        1        0            3
## 12        2324            1            0        3        0            4
## 13         912            1            0        1        0            2
## 14        1494            0            0        2        0            3
## 15        1253            1            0        1        1            2
## 16         854            0            0        1        0            2
## 17        1004            1            0        1        0            2
## 18        1296            0            0        2        0            2
## 19        1114            1            0        1        1            3
## 20        1339            0            0        1        0            3
## 21        2376            0            0        3        1            4
## 22        1108            0            0        1        0            3
## 23        1795            0            0        2        0            3
## 24        1060            1            0        1        0            3
## 25        1060            1            0        1        0            3
## 26        1600            0            0        2        0            3
## 27         900            0            1        1        0            3
## 28        1704            1            0        2        0            3
## 29        1600            1            0        1        0            2
## 30         520            0            0        1        0            1
## 31        1317            0            0        1        0            3
## 32        1228            0            0        1        1            3
## 33        1234            0            0        2        0            3
## 34        1700            0            1        1        1            4
## 35        1561            1            0        2        0            2
## 36        2452            0            0        3        1            4
## 37        1097            0            0        1        1            3
## 38        1297            0            1        1        0            3
## 39        1057            1            0        1        0            3
## 40        1152            0            0        2        0            2
## 41        1324            0            0        2        0            3
## 42        1328            0            1        1        1            2
## 43         884            1            0        1        0            2
## 44         938            1            0        1        0            3
## 45        1150            1            0        1        0            3
## 46        1752            1            0        2        0            2
## 47        2149            1            0        1        1            1
## 48        1656            0            0        2        0            3
## 49        1452            0            0        2        0            2
## 50         955            1            0        1        0            3
## 51        1470            0            1        2        0            3
## 52        1176            0            0        1        0            3
## 53         816            1            0        1        0            2
## 54        1842            2            0        0        1            0
## 55        1360            0            0        1        0            3
## 56        1425            0            0        2        0            3
## 57        1739            1            0        2        1            3
## 58        1720            0            0        2        1            3
## 59        2945            0            0        3        1            3
## 60         780            0            0        1        0            2
## 61        1158            1            0        1        1            3
## 62        1111            0            0        1        0            3
## 63        1370            0            0        2        0            2
## 64        1710            0            0        2        0            3
## 65        2034            1            0        2        1            3
## 66        2473            0            0        2        1            4
## 67        2207            1            0        2        0            3
## 68        1479            1            0        2        0            3
## 69         747            0            0        1        0            2
## 70        2287            0            0        2        0            3
## 71        2223            1            0        2        0            3
## 72         845            1            0        1        0            2
## 73        1718            0            0        2        1            3
## 74        1086            1            0        1        0            3
## 75        1605            0            0        2        0            3
## 76         988            1            0        1        0            2
## 77         952            0            0        1        0            2
## 78        1285            1            0        1        0            2
## 79        1768            0            0        2        0            4
## 80        1230            0            0        1        1            2
## 81        2142            0            0        2        1            4
## 82        1337            1            0        2        0            2
## 83        1563            0            0        2        0            3
## 84        1065            0            0        1        1            3
## 85        1474            0            0        2        1            3
## 86        2417            0            0        2        1            4
## 87        1560            0            0        2        1            3
## 88        1224            0            0        2        1            2
## 89        1526            0            0        1        0            2
## 90         990            1            0        1        0            3
## 91        1040            0            0        1        0            2
## 92        1235            0            0        1        0            2
## 93         964            1            0        1        0            2
## 94        2291            0            1        2        0            4
## 95        1786            1            0        2        1            3
## 96        1470            0            0        2        1            3
## 97        1588            0            0        2        0            3
## 98         960            1            0        1        0            3
## 99         835            0            0        1        0            2
## 100       1225            1            0        1        1            3
## 101       1610            1            0        2        0            3
## 102       1732            0            0        2        1            3
## 103       1535            0            0        2        0            4
## 104       1226            0            0        2        0            3
## 105       1818            0            0        1        1            4
## 106       1992            0            0        2        1            3
## 107       1047            0            0        1        0            2
## 108        789            0            0        1        0            2
## 109       1517            0            0        2        0            3
## 110       1844            0            0        2        0            3
## 111       1855            0            0        2        0            4
## 112       1430            0            0        2        1            3
## 113       2696            1            0        2        1            4
## 114       2259            1            0        2        0            3
## 115       2320            1            0        2        1            3
## 116       1458            0            0        2        1            2
## 117       1092            0            1        1        0            3
## 118       1125            0            0        1        1            2
## 119       3222            1            0        3        0            5
## 120       1456            0            0        2        1            3
## 121        988            1            0        1        0            1
## 122       1123            0            0        1        0            3
## 123       1080            0            0        1        0            3
## 124       1199            0            0        2        0            2
## 125       1586            0            0        2        0            3
## 126        754            1            0        1        0            2
## 127        958            0            0        2        0            2
## 128        840            0            0        1        0            3
## 129       1348            0            0        1        1            3
## 130       1053            0            1        1        1            3
## 131       2157            0            0        2        1            4
## 132       2054            1            0        2        1            3
## 133       1327            1            0        1        0            3
## 134       1296            1            0        2        0            2
## 135       1721            0            0        2        1            3
## 136       1682            0            0        2        0            3
## 137       1214            0            0        2        0            3
## 138       1959            0            0        3        0            5
## 139       1852            0            0        2        1            3
## 140       1764            1            0        2        1            3
## 141        864            0            0        1        0            3
## 142       1734            1            0        2        0            3
## 143       1385            0            0        2        0            4
## 144       1501            1            0        2        0            3
## 145       1728            1            0        2        0            6
## 146       1709            0            0        2        0            3
## 147        875            1            0        1        0            2
## 148       2035            0            0        2        1            3
## 149       1080            1            0        1        0            3
## 150       1344            0            0        1        0            3
## 151        969            0            0        1        1            3
## 152       1710            1            0        2        0            2
## 153       1993            0            0        2        1            4
## 154       1252            1            0        1        0            1
## 155       1200            0            0        1        0            4
## 156       1096            0            0        1        0            2
## 157       1040            0            0        1        0            2
## 158       1968            0            0        2        1            4
## 159       1947            0            0        2        1            3
## 160       2462            1            0        2        1            4
## 161       1232            0            0        2        0            3
## 162       2668            1            0        2        1            3
## 163       1541            0            0        2        0            3
## 164        882            0            0        1        0            1
## 165       1616            0            0        2        0            3
## 166       1355            1            0        2        0            4
## 167       1867            1            0        1        0            2
## 168       2161            1            0        1        1            3
## 169       1720            0            0        2        1            3
## 170       1707            0            0        2        1            2
## 171       1382            0            0        1        1            2
## 172       1656            1            0        1        0            3
## 173       1767            1            0        2        0            2
## 174       1362            1            0        1        1            3
## 175       1651            1            0        2        0            3
## 176       2158            1            0        2        0            4
## 177       2060            0            1        2        1            4
## 178       1920            1            0        2        0            4
## 179       2234            1            0        2        0            1
## 180        968            0            0        1        0            2
## 181       1525            0            0        2        1            3
## 182       1802            0            0        1        1            4
## 183       1340            0            0        1        0            3
## 184       2082            0            0        2        1            3
## 185       1252            0            0        1        0            3
## 186       3608            0            0        2        1            4
## 187       1217            1            0        2        0            3
## 188       1656            0            0        2        1            3
## 189       1224            2            0        0        2            2
## 190       1593            1            0        1        1            0
## 191       2727            0            0        2        1            3
## 192       1479            1            0        1        1            4
## 193       1431            1            0        2        0            3
## 194       1709            0            0        2        0            3
## 195        864            0            0        1        0            3
## 196       1456            0            0        2        1            3
## 197       1726            1            0        2        0            3
## 198       3112            1            1        2        0            4
## 199       2229            0            0        1        0            5
## 200       1713            1            0        2        0            3
## 201       1121            0            0        2        0            2
## 202       1279            0            1        2        0            3
## 203       1310            0            0        2        0            2
## 204        848            1            0        1        0            1
## 205       1284            0            0        1        1            2
## 206       1442            0            0        2        0            3
## 207       1696            0            0        1        1            3
## 208       1100            1            0        1        0            3
## 209       2062            1            0        2        1            3
## 210       1092            1            0        1        0            3
## 211        864            1            0        1        0            2
## 212       1212            0            0        2        0            3
## 213       1852            1            0        2        1            3
## 214        990            0            1        1        0            3
## 215       1392            0            0        1        1            3
## 216       1236            0            1        1        0            2
## 217       1436            1            0        2        0            3
## 218       1328            0            0        1        0            3
## 219       1954            0            1        1        1            3
## 220       1248            0            0        2        0            2
## 221       1498            0            0        2        0            2
## 222       2267            0            0        2        1            4
## 223       1552            1            0        2        1            3
## 224        864            0            0        1        0            2
## 225       2392            0            0        2        0            3
## 226       1302            0            0        2        1            3
## 227       2520            0            0        2        1            4
## 228        987            0            0        1        1            2
## 229        912            0            0        1        0            3
## 230       1555            0            0        2        0            2
## 231       1194            1            0        1        0            3
## 232       2794            1            0        2        1            4
## 233        987            0            0        1        1            2
## 234        894            1            0        1        0            3
## 235       1960            1            0        2        1            4
## 236        987            0            0        1        1            2
## 237       1414            0            0        2        0            3
## 238       1744            0            0        2        1            3
## 239       1694            0            0        2        0            3
## 240       1487            0            0        1        1            3
## 241       1566            1            0        2        0            3
## 242        866            0            0        1        0            2
## 243       1440            0            0        1        0            3
## 244       1217            0            0        1        1            3
## 245       2110            1            0        2        1            3
## 246       1872            0            1        2        0            3
## 247       1928            0            0        2        0            4
## 248       1375            0            0        1        0            2
## 249       1668            0            0        2        1            3
## 250       2144            0            1        2        0            4
## 251       1306            0            0        1        0            3
## 252       1625            1            1        2        0            2
## 253       1640            0            0        2        1            3
## 254       1302            0            1        2        0            3
## 255       1314            1            0        1        0            3
## 256       2291            0            0        2        1            4
## 257       1728            0            0        2        1            3
## 258       1604            1            0        2        1            3
## 259       1792            0            0        2        1            3
## 260        882            0            0        1        0            2
## 261       1382            1            0        1        0            3
## 262       2574            0            0        2        1            3
## 263       1212            1            0        1        0            3
## 264       1316            1            0        1        0            3
## 265        764            0            0        1        0            2
## 266       1422            0            0        2        0            3
## 267       1511            1            0        2        1            3
## 268       2192            0            0        2        1            4
## 269        778            0            0        1        0            2
## 270       1113            1            0        1        1            3
## 271       1939            0            0        2        1            3
## 272       1363            1            0        1        0            2
## 273       2270            0            0        2        1            4
## 274       1632            1            0        2        0            3
## 275        816            0            0        1        0            2
## 276       1548            0            0        2        1            3
## 277       1560            0            0        2        0            3
## 278        864            0            0        1        0            2
## 279       2121            0            0        2        1            3
## 280       2022            0            0        2        1            4
## 281       1982            0            0        2        1            3
## 282       1262            0            0        2        0            2
## 283       1314            1            0        2        0            2
## 284       1468            0            0        2        0            3
## 285       1575            1            0        2        0            2
## 286       1250            0            0        2        1            2
## 287       1734            0            0        1        1            3
## 288        858            0            0        1        0            3
## 289        900            0            0        1        0            3
## 290       1396            0            0        1        0            3
## 291       1919            0            0        2        1            3
## 292       1716            1            0        2        0            6
## 293       1716            0            0        1        1            3
## 294       2263            1            0        2        1            3
## 295       1644            1            0        1        0            3
## 296       1003            1            0        1        0            3
## 297       1558            0            0        1        1            4
## 298       1950            0            0        2        1            3
## 299       1743            0            1        1        2            3
## 300       1152            0            1        1        0            3
## 301       1336            1            0        1        0            2
## 302       2452            0            0        2        1            4
## 303       1541            0            0        2        0            3
## 304        894            1            0        1        0            3
## 305       3493            0            0        3        0            3
## 306       2000            1            0        2        0            3
## 307       2243            1            0        2        1            4
## 308       1406            0            0        1        0            3
## 309        861            0            0        1        0            1
## 310       1944            1            0        2        0            3
## 311       1501            0            0        2        1            3
## 312        972            1            0        1        0            2
## 313       1118            1            0        1        0            3
## 314       2036            2            0        2        0            3
## 315       1641            0            1        1        1            3
## 316       1432            1            0        2        1            3
## 317       2353            1            0        2        1            4
## 318       1959            0            0        2        1            3
## 319       2646            1            0        2        1            4
## 320       1472            1            0        2        0            3
## 321       2596            0            0        3        1            4
## 322       2468            1            0        2        1            4
## 323       2730            1            0        2        1            4
## 324       1163            1            0        1        0            3
## 325       2978            0            0        2        1            5
## 326        803            0            0        1        0            2
## 327       1719            2            0        1        1            1
## 328       1383            0            0        1        1            3
## 329       2134            0            0        2        0            5
## 330       1192            0            0        1        0            3
## 331       1728            0            1        2        0            6
## 332       1056            1            0        1        0            3
## 333       1629            1            0        2        0            3
## 334       1358            1            0        2        0            2
## 335       1638            1            0        2        1            3
## 336       1786            2            0        2        0            3
## 337       1922            1            0        2        0            3
## 338       1536            1            0        2        0            3
## 339       1621            1            0        2        0            3
## 340       1215            0            0        1        0            3
## 341       1908            0            0        2        1            4
## 342        841            0            0        1        0            2
## 343       1040            0            0        2        0            2
## 344       1684            0            0        2        0            2
## 345       1112            0            0        1        1            3
## 346       1577            0            0        1        0            3
## 347        958            0            0        1        0            2
## 348       1478            1            0        2        0            3
## 349       1626            1            0        2        1            2
## 350       2728            1            0        2        1            4
## 351       1869            0            0        2        0            2
## 352       1453            1            0        1        1            2
## 353       1111            0            1        1        0            3
## 354        720            0            0        1        0            2
## 355       1595            0            0        1        0            2
## 356       1200            1            0        2        0            3
## 357       1167            1            0        2        0            3
## 358       1142            1            0        1        1            3
## 359       1352            0            1        1        0            3
## 360       1924            1            0        2        1            3
## 361        912            1            0        1        0            2
## 362       1505            1            0        1        0            3
## 363       1922            0            0        3        0            4
## 364        987            0            0        1        1            2
## 365       1574            1            0        2        1            3
## 366       1344            0            0        1        0            3
## 367       1394            1            0        1        1            3
## 368       1431            0            1        1        0            3
## 369       1268            0            0        1        0            2
## 370       1287            1            0        1        0            3
## 371       1664            0            0        2        1            3
## 372       1588            0            0        2        0            4
## 373        752            1            0        1        0            2
## 374       1319            1            0        1        0            3
## 375       1928            0            0        2        1            4
## 376        904            1            0        0        1            1
## 377        914            0            0        1        0            2
## 378       2466            0            0        3        0            4
## 379       1856            1            0        1        1            1
## 380       1800            0            0        2        1            3
## 381       1691            0            0        2        0            3
## 382       1301            1            0        2        0            2
## 383       1797            0            0        2        1            3
## 384        784            0            0        1        0            2
## 385       1953            1            0        2        1            3
## 386       1269            0            0        2        0            2
## 387       1184            0            0        1        0            5
## 388       1125            1            0        1        0            3
## 389       1479            0            0        2        0            3
## 390       2332            1            0        2        1            3
## 391       1367            1            0        1        0            4
## 392       1961            1            0        2        1            3
## 393        882            0            0        1        0            3
## 394        788            0            0        1        0            2
## 395       1034            0            0        1        0            2
## 396       1144            1            0        1        0            3
## 397        894            0            0        1        0            2
## 398       1812            0            0        2        0            4
## 399       1077            0            0        1        0            2
## 400       1550            1            0        2        0            2
## 401       1288            1            0        1        1            1
## 402       1310            0            0        2        0            3
## 403        672            0            0        1        0            2
## 404       2263            0            0        2        1            4
## 405       1572            0            0        2        1            3
## 406       1620            1            0        2        0            3
## 407       1639            0            0        1        0            3
## 408       1680            0            0        2        0            4
## 409       2172            0            0        2        1            3
## 410       2078            1            0        2        1            3
## 411       1276            0            0        1        0            3
## 412       1056            1            0        1        0            3
## 413       1478            1            0        2        1            2
## 414       1028            0            0        1        0            2
## 415       2097            0            1        2        1            3
## 416       1340            0            0        2        0            3
## 417       1400            0            0        1        1            3
## 418       2624            1            0        2        1            4
## 419       1134            1            0        1        1            3
## 420       1056            1            0        1        0            3
## 421       1344            2            0        2        0            2
## 422       1602            0            1        2        0            3
## 423        988            0            0        1        0            2
## 424       2630            1            0        2        1            4
## 425       1196            1            0        1        0            2
## 426       1389            0            0        1        1            3
## 427       1644            1            1        2        0            2
## 428        907            0            0        1        0            3
## 429       1208            1            0        2        0            2
## 430       1412            1            0        2        0            3
## 431        987            0            0        1        1            2
## 432       1198            0            0        1        0            4
## 433       1365            1            0        1        1            2
## 434       1604            0            0        2        1            3
## 435        630            1            0        1        0            1
## 436       1661            1            0        2        1            3
## 437       1118            0            0        1        0            2
## 438        904            0            0        1        0            2
## 439        694            0            0        1        0            2
## 440       1196            0            0        1        0            3
## 441       2402            1            0        2        0            2
## 442       1440            0            0        2        0            4
## 443       1573            0            0        2        0            3
## 444       1258            0            0        2        0            2
## 445       1908            1            0        2        1            4
## 446       1689            0            0        1        0            3
## 447       1888            0            0        2        1            2
## 448       1886            0            0        2        1            4
## 449       1376            0            0        2        0            3
## 450       1183            0            0        1        1            2
## 451        813            0            0        1        0            2
## 452       1533            1            0        2        0            2
## 453       1756            1            0        2        1            3
## 454       1590            0            0        2        1            3
## 455       1728            2            0        2        0            4
## 456       1242            0            0        1        1            3
## 457       1344            0            0        1        0            4
## 458       1663            1            0        1        0            2
## 459       1666            0            0        1        0            3
## 460       1203            1            0        1        0            3
## 461       1935            1            0        2        1            3
## 462       1135            1            0        1        0            3
## 463        864            0            0        1        0            3
## 464       1660            0            0        1        1            3
## 465       1040            0            0        2        0            3
## 466       1414            0            0        2        0            2
## 467       1277            1            0        1        0            2
## 468       1644            0            0        1        1            3
## 469       1634            0            0        2        0            3
## 470       1710            0            0        2        1            3
## 471       1502            1            0        1        1            1
## 472       1969            0            0        2        1            3
## 473       1072            1            0        1        0            2
## 474       1976            1            0        2        0            2
## 475       1652            1            0        2        0            2
## 476        970            1            0        1        0            2
## 477       1493            1            0        2        0            3
## 478       2643            0            0        2        1            3
## 479       1718            1            0        2        0            3
## 480       1131            0            0        1        0            2
## 481       1850            1            0        2        0            3
## 482       1792            1            0        2        0            2
## 483       1826            1            0        1        1            4
## 484       1216            1            0        2        0            2
## 485        999            1            0        1        0            3
## 486       1113            0            0        1        0            3
## 487       1073            1            0        1        1            3
## 488       1484            0            0        2        0            3
## 489       2414            0            0        2        0            3
## 490        630            1            0        1        0            1
## 491       1304            0            0        1        1            3
## 492       1578            1            0        1        0            3
## 493       1456            0            0        2        1            3
## 494       1269            0            0        1        1            3
## 495        886            0            0        1        0            2
## 496        720            0            0        1        0            2
## 497       3228            1            0        3        0            4
## 498       1820            1            0        2        0            4
## 499        899            0            0        1        0            3
## 500        912            0            1        1        0            2
## 501       1218            0            0        1        1            3
## 502       1768            0            0        2        1            3
## 503       1214            1            0        1        0            2
## 504       1801            1            0        2        0            1
## 505       1322            0            1        2        1            3
## 506       1960            0            0        2        0            4
## 507       1911            0            0        2        1            3
## 508       1218            0            0        2        0            2
## 509       1378            0            0        2        0            3
## 510       1041            1            0        1        0            3
## 511       1363            1            0        1        0            2
## 512       1368            0            0        2        0            2
## 513        864            1            0        1        0            3
## 514       1080            0            0        1        1            3
## 515        789            0            0        1        0            2
## 516       2020            1            0        2        1            3
## 517       2119            0            0        2        1            3
## 518       2344            0            0        2        1            3
## 519       1796            1            0        2        1            3
## 520       2080            0            0        1        1            3
## 521       1294            0            0        2        0            3
## 522       1244            0            0        1        1            3
## 523       1664            0            0        2        0            3
## 524       2398            1            0        2        1            3
## 525       1266            0            0        2        0            3
## 526        928            0            0        1        0            2
## 527       2713            1            0        2        1            3
## 528        605            1            0        1        0            2
## 529       2515            1            0        3        0            4
## 530       1509            1            0        2        0            3
## 531       1362            0            0        2        0            3
## 532        827            0            0        1        0            2
## 533        334            0            0        1        0            1
## 534       1414            0            0        2        1            3
## 535       1347            1            0        1        0            3
## 536       1724            0            0        2        1            3
## 537        864            0            0        1        0            3
## 538       1159            0            0        1        1            3
## 539       1601            1            0        2        0            3
## 540       1838            1            0        2        0            2
## 541       2285            0            0        2        1            4
## 542       1680            1            0        2        0            3
## 543        767            1            0        1        0            1
## 544       1496            1            0        2        1            3
## 545       2183            0            0        2        1            4
## 546       1635            0            0        1        1            3
## 547        768            1            0        1        0            2
## 548        825            1            0        1        0            2
## 549       2094            0            0        2        1            4
## 550       1069            0            0        2        0            2
## 551        928            0            0        1        0            3
## 552       1717            0            0        2        0            3
## 553       1126            0            0        2        0            2
## 554       2046            1            0        2        1            3
## 555       1048            0            0        1        0            2
## 556       1092            1            0        1        0            2
## 557       1336            0            0        1        1            3
## 558       1446            0            1        2        1            3
## 559       1557            0            0        2        0            2
## 560       1392            1            0        1        1            3
## 561       1389            1            0        1        0            2
## 562        996            1            0        1        0            3
## 563       1674            0            0        2        0            4
## 564       2295            1            0        2        1            4
## 565       1647            1            0        1        1            4
## 566       2504            0            0        2        1            4
## 567       1535            0            0        2        0            3
## 568       2132            1            0        1        1            1
## 569        943            1            0        1        0            2
## 570       1728            0            0        2        0            6
## 571        864            1            0        1        0            2
## 572       1692            0            0        2        1            3
## 573       1430            0            0        2        1            3
## 574       1109            0            1        1        0            3
## 575       1216            0            0        1        0            2
## 576       1477            0            1        2        0            3
## 577       1320            1            0        1        0            3
## 578       1392            0            0        2        0            2
## 579       1795            0            0        2        0            4
## 580       1429            0            1        1        0            3
## 581       2042            0            0        2        1            3
## 582        816            1            0        1        0            3
## 583       2775            0            0        3        1            3
## 584       1573            0            0        1        0            3
## 585       2028            1            0        2        0            2
## 586        838            1            0        1        0            2
## 587        860            1            0        1        0            2
## 588       1473            2            0        1        0            1
## 589        935            0            0        1        0            2
## 590       1582            0            0        2        1            3
## 591       2296            1            0        2        1            3
## 592        816            1            0        1        0            2
## 593        848            1            0        1        0            1
## 594        924            0            0        1        0            3
## 595       1826            1            0        2        0            3
## 596       1368            0            0        1        0            3
## 597       1402            0            2        0        2            2
## 598       1647            1            0        2        0            3
## 599       1556            1            0        2        1            3
## 600       1904            1            0        2        1            3
## 601       1375            0            0        1        1            3
## 602       1915            1            0        2        1            3
## 603       1200            0            0        2        1            2
## 604       1494            1            0        2        0            3
## 605       1986            0            0        2        1            3
## 606       1040            1            0        1        0            3
## 607       2008            1            0        3        0            3
## 608       3194            0            0        2        1            4
## 609       1029            1            0        1        0            3
## 610       2153            1            0        2        1            3
## 611       1032            0            1        2        0            3
## 612       1872            1            0        2        1            3
## 613       1120            0            0        1        0            3
## 614        630            1            0        1        0            1
## 615       1054            1            0        1        0            3
## 616       1509            1            0        2        1            3
## 617        832            0            0        1        0            2
## 618       1828            0            0        2        0            3
## 619       2262            1            0        2        1            4
## 620        864            1            0        1        0            2
## 621       2614            0            0        2        1            4
## 622        980            0            0        1        0            3
## 623       1512            0            0        2        1            2
## 624       1790            1            0        1        2            4
## 625       1116            0            0        1        1            3
## 626       1422            0            0        1        0            3
## 627       1520            1            0        1        0            3
## 628       2080            0            1        1        2            5
## 629       1350            1            0        1        1            3
## 630       1750            0            0        1        0            3
## 631       1554            0            0        2        0            2
## 632       1411            0            0        2        0            3
## 633       1056            0            1        1        0            3
## 634       1056            2            0        0        0            0
## 635       3395            0            0        2        0            8
## 636        800            0            0        1        0            1
## 637       1387            0            0        2        0            3
## 638        796            0            0        1        0            2
## 639       1567            1            0        2        0            1
## 640       1518            0            0        1        1            1
## 641       1929            1            0        2        1            3
## 642       2704            1            0        2        1            4
## 643       1620            0            0        2        1            4
## 644       1766            1            0        2        1            2
## 645        981            1            0        1        1            3
## 646       1048            0            0        1        0            3
## 647       1094            0            0        1        0            3
## 648       1839            0            0        1        1            4
## 649        630            1            0        1        0            1
## 650       1665            0            0        2        1            3
## 651       1510            1            0        1        0            4
## 652       1716            0            0        2        1            2
## 653       1469            0            0        1        0            3
## 654       2113            1            0        2        1            2
## 655       1092            0            0        1        1            3
## 656       1053            1            0        1        1            3
## 657       1502            0            0        1        1            3
## 658       1458            0            1        1        0            3
## 659       1486            1            0        1        0            3
## 660       1935            0            0        2        1            3
## 661       2448            1            0        2        1            4
## 662       1392            1            0        1        0            2
## 663       1181            1            0        2        0            3
## 664       2097            1            0        1        1            1
## 665       1936            0            0        2        1            3
## 666       2380            0            0        2        1            3
## 667       1679            1            0        2        0            3
## 668       1437            1            0        1        1            3
## 669       1180            0            0        1        0            2
## 670       1476            1            0        2        1            3
## 671       1369            1            0        2        0            3
## 672       1208            1            0        1        1            3
## 673       1839            1            0        2        0            3
## 674       1136            1            0        1        0            3
## 675       1441            0            0        2        1            3
## 676       1774            1            0        2        0            4
## 677        792            0            0        1        0            2
## 678       2046            0            0        2        1            3
## 679        988            1            0        1        0            3
## 680        923            0            0        2        0            2
## 681       1520            0            0        1        0            3
## 682       1291            1            0        1        0            2
## 683       1668            1            0        2        0            3
## 684       1839            0            0        2        1            4
## 685       2090            1            0        2        0            3
## 686       1761            0            0        3        0            3
## 687       1102            0            0        2        1            2
## 688       1419            1            0        2        0            2
## 689       1362            0            0        2        0            2
## 690        848            1            0        1        0            1
## 691       2519            1            0        2        1            4
## 692       1073            0            0        1        0            2
## 693       1539            0            0        1        1            3
## 694       1137            1            0        2        0            2
## 695        616            0            0        1        0            2
## 696       1148            0            1        1        0            2
## 697        894            1            0        1        0            3
## 698       1391            0            0        2        0            2
## 699       1800            1            0        2        0            3
## 700       1164            0            0        1        1            3
## 701       2576            0            0        2        1            4
## 702       1812            0            0        2        0            4
## 703       1484            1            0        2        0            3
## 704       1092            0            0        2        0            3
## 705       1824            1            0        2        0            2
## 706       1324            1            0        2        0            2
## 707       1456            0            0        2        1            3
## 708        904            0            0        1        0            3
## 709        729            0            0        1        0            2
## 710       1178            0            0        1        0            2
## 711       1228            1            0        2        0            2
## 712        960            1            0        1        0            3
## 713       1479            0            0        2        1            3
## 714       1350            0            0        2        0            3
## 715       2554            0            0        1        1            3
## 716       1178            0            1        1        1            3
## 717       2418            1            0        2        1            3
## 718        971            0            0        1        1            3
## 719       1742            1            0        2        0            2
## 720        848            1            0        1        0            1
## 721        864            0            0        1        0            3
## 722       1470            0            0        2        0            4
## 723       1698            1            0        2        0            3
## 724        864            0            0        1        0            3
## 725       1680            1            0        2        0            3
## 726       1232            1            0        2        0            2
## 727       1776            1            0        2        0            4
## 728       1208            0            0        1        0            2
## 729       1616            1            0        2        0            2
## 730       1146            1            0        2        0            3
## 731       2031            0            0        2        1            3
## 732       1144            1            0        1        0            3
## 733        948            0            0        1        0            3
## 734       1768            0            0        1        1            2
## 735       1040            0            0        2        0            2
## 736       1801            0            0        2        1            3
## 737       1200            3            0        3        0            3
## 738       1728            0            0        2        1            3
## 739       1432            0            0        2        0            2
## 740        912            1            1        1        0            3
## 741       1349            0            0        2        0            3
## 742       1464            0            1        2        0            3
## 743       1337            1            0        2        0            2
## 744       2715            0            1        3        1            4
## 745       2256            0            0        2        1            4
## 746       2640            0            0        1        1            4
## 747       1720            1            0        2        0            3
## 748       1529            0            0        2        0            4
## 749       1140            0            0        1        0            3
## 750       1320            0            0        2        1            3
## 751       1494            1            0        2        0            3
## 752       2098            0            0        2        1            3
## 753       1026            1            0        1        0            3
## 754       1471            0            0        2        1            3
## 755       1768            0            0        2        1            3
## 756       1386            0            0        2        1            3
## 757       1501            0            0        2        1            3
## 758       2531            0            0        2        1            4
## 759        864            0            0        1        0            2
## 760       1301            0            0        1        0            2
## 761       1547            0            0        2        1            3
## 762       2365            1            0        2        1            3
## 763       1494            1            0        1        1            2
## 764       1506            0            0        2        0            2
## 765       1714            0            0        2        1            3
## 766       1750            1            0        2        0            4
## 767       1836            0            0        2        0            3
## 768       3279            1            0        3        1            4
## 769        858            1            0        1        0            2
## 770       1220            0            0        1        0            2
## 771       1117            1            0        1        0            3
## 772        912            0            0        1        0            2
## 773       1973            0            0        2        0            3
## 774       1204            1            0        2        0            2
## 775       1614            0            0        2        0            3
## 776        894            1            0        1        0            3
## 777       2020            0            0        2        0            4
## 778       1004            1            0        1        0            2
## 779       1253            0            0        2        0            3
## 780       1603            0            0        2        1            3
## 781       1430            0            0        2        0            3
## 782       1110            1            0        1        0            1
## 783       1484            0            0        2        0            3
## 784       1342            0            0        2        0            3
## 785       1652            1            0        2        0            4
## 786       2084            1            0        2        1            4
## 787        901            0            0        1        0            2
## 788       2087            0            0        2        1            5
## 789       1145            0            0        2        0            2
## 790       1062            1            0        1        0            3
## 791       2013            1            0        2        1            3
## 792       1496            0            0        2        0            3
## 793       1895            0            0        2        1            3
## 794       1564            0            0        2        1            3
## 795       1285            0            0        1        1            3
## 796        773            0            0        1        0            2
## 797       3140            0            0        3        1            4
## 798       1768            1            0        1        1            3
## 799       1688            1            0        2        1            4
## 800       1196            1            0        1        0            2
## 801       1456            1            0        2        1            3
## 802       2822            0            0        3        1            4
## 803       1128            0            0        1        0            2
## 804       1428            0            0        2        0            3
## 805        980            0            0        2        0            3
## 806       1576            2            0        1        1            3
## 807       1086            1            0        1        0            3
## 808       2138            0            0        2        0            2
## 809       1309            1            0        1        1            3
## 810        848            1            0        1        0            1
## 811       1044            0            0        1        0            2
## 812       1442            0            0        1        1            4
## 813       1250            0            1        1        1            3
## 814       1661            0            0        2        0            3
## 815       1008            0            0        1        0            2
## 816       1689            1            0        2        0            3
## 817       1052            1            0        1        0            3
## 818       1358            1            0        2        0            2
## 819       1640            0            0        2        1            3
## 820        936            0            0        1        0            2
## 821       1733            0            0        2        1            3
## 822       1489            0            0        2        0            3
## 823       1489            0            0        2        0            3
## 824       2084            1            0        2        0            2
## 825        784            1            0        1        0            2
## 826       1434            0            0        2        0            3
## 827       2126            0            1        2        1            3
## 828       1223            0            0        2        1            2
## 829       1392            1            0        1        1            3
## 830       1200            0            0        2        1            2
## 831       1829            1            0        2        1            3
## 832       1516            0            0        1        1            3
## 833       1144            1            0        1        0            3
## 834       1067            0            0        2        0            2
## 835       1559            1            0        1        0            2
## 836        987            1            0        1        1            2
## 837       1099            0            0        1        1            3
## 838       1200            0            0        1        0            3
## 839       1482            0            0        2        0            4
## 840       1539            0            0        2        0            3
## 841       1165            1            0        1        1            3
## 842       1800            0            0        2        0            6
## 843       1416            0            0        1        1            4
## 844       1701            1            0        2        0            3
## 845       1775            1            0        2        1            3
## 846        864            1            0        1        0            3
## 847       2358            0            0        3        0            5
## 848       1855            0            0        2        1            3
## 849        848            1            0        1        0            1
## 850       1456            0            0        2        0            2
## 851       1646            0            0        2        0            4
## 852       1445            0            0        1        1            3
## 853       1779            1            0        1        1            3
## 854       1040            1            0        1        1            3
## 855       1026            1            0        1        0            3
## 856       1481            0            0        2        1            3
## 857       1370            0            0        2        0            3
## 858       2654            1            0        2        1            4
## 859       1426            0            0        1        1            3
## 860       1039            1            0        1        1            3
## 861       1097            0            0        2        0            3
## 862       1148            1            0        1        0            3
## 863       1372            0            0        2        0            3
## 864       1002            1            0        1        0            3
## 865       1646            0            0        2        0            3
## 866       1120            1            0        1        1            3
## 867       2320            0            0        2        0            2
## 868       1949            1            0        2        1            3
## 869        894            0            0        1        0            2
## 870       1682            0            0        2        1            3
## 871        910            0            0        1        0            3
## 872       1268            0            0        1        0            3
## 873       1131            0            0        1        1            3
## 874       2610            0            0        2        1            4
## 875       1040            1            0        1        0            3
## 876       2224            1            0        2        1            4
## 877       1155            1            0        1        0            3
## 878        864            1            0        1        0            3
## 879       1090            1            0        1        1            2
## 880       1717            0            0        2        1            3
## 881       1593            0            0        2        1            3
## 882       2230            1            0        1        0            5
## 883        892            0            0        1        0            3
## 884       1709            1            0        2        0            2
## 885       1712            0            0        2        0            4
## 886       1393            0            0        1        1            3
## 887       2217            1            0        2        0            4
## 888       1505            1            0        1        0            2
## 889        924            0            0        1        0            3
## 890       1683            0            0        2        1            3
## 891       1068            0            1        1        0            3
## 892       1383            1            0        1        0            3
## 893       1535            0            0        2        0            4
## 894       1796            1            0        1        1            4
## 895        951            0            0        1        0            2
## 896       2240            0            0        2        0            6
## 897       2364            1            0        2        1            2
## 898       1236            0            0        1        0            3
## 899        858            0            0        1        0            2
## 900       1306            1            0        1        0            2
## 901       1509            0            0        2        1            3
## 902       1670            0            0        2        0            3
## 903        902            0            0        1        0            3
## 904       1063            1            0        1        0            3
## 905       1636            1            0        2        0            3
## 906       2057            0            0        1        1            3
## 907        902            1            0        1        0            2
## 908       1484            0            0        2        1            3
## 909       2274            0            0        2        0            5
## 910       1268            0            0        1        1            3
## 911       1015            0            0        1        0            3
## 912       2002            0            0        2        0            4
## 913       1224            0            0        2        1            2
## 914       1092            0            0        1        1            3
## 915        480            1            0        0        0            1
## 916       1229            0            0        1        0            3
## 917       2127            1            0        2        1            4
## 918       1414            1            0        1        0            3
## 919       1721            0            1        2        1            3
## 920       2200            2            0        2        2            4
## 921       1316            0            0        2        0            3
## 922       1617            1            0        2        0            2
## 923       1686            1            0        2        0            3
## 924       1126            0            1        2        0            3
## 925       2374            0            0        2        1            4
## 926       1978            0            0        2        1            4
## 927       1788            0            0        2        0            3
## 928       2236            0            0        2        1            4
## 929       1466            0            0        2        0            3
## 930        925            0            1        1        0            2
## 931       1905            0            0        2        0            3
## 932       1500            0            0        2        0            3
## 933       2069            1            0        2        0            4
## 934        747            0            0        1        0            1
## 935       1200            1            0        2        0            2
## 936       1971            0            0        2        1            3
## 937       1962            0            0        2        1            3
## 938       2403            0            0        2        0            4
## 939       1728            0            0        2        0            4
## 940       2060            1            0        2        1            3
## 941       1440            2            0        2        0            4
## 942       1632            0            0        2        0            4
## 943       1344            0            1        1        0            3
## 944       1869            0            0        1        0            2
## 945       1144            1            0        1        0            3
## 946       1629            1            0        2        0            3
## 947       1776            0            0        2        1            3
## 948       1381            1            0        1        1            3
## 949        864            1            0        1        0            3
## 950        965            1            0        1        0            3
## 951        768            0            1        1        0            2
## 952       1968            0            1        2        1            4
## 953        980            0            2        2        0            4
## 954       1958            0            0        2        0            4
## 955       1229            0            0        1        1            2
## 956       1057            0            0        1        0            3
## 957       1337            1            0        2        0            3
## 958       1416            1            0        2        1            3
## 959        858            1            0        1        0            2
## 960       2872            1            0        2        1            4
## 961       1548            1            0        2        1            3
## 962       1800            0            0        2        0            2
## 963       1894            1            0        2        1            4
## 964       1484            0            0        2        1            3
## 965       1308            1            0        1        1            2
## 966       1098            1            0        1        0            3
## 967        968            0            0        1        0            2
## 968       1095            1            0        1        0            2
## 969       1192            0            0        1        1            4
## 970       1626            0            0        2        0            2
## 971        918            0            0        2        0            2
## 972       1428            0            0        2        0            3
## 973       2019            0            0        1        0            3
## 974       1382            1            0        2        1            3
## 975        869            0            0        1        0            2
## 976       1241            1            0        1        1            1
## 977        894            0            0        1        0            3
## 978       1121            1            0        1        0            3
## 979        999            1            0        1        0            3
## 980       2612            1            0        2        1            4
## 981       1266            0            0        2        0            2
## 982       2290            0            0        2        1            4
## 983       1734            0            0        2        0            4
## 984       1164            1            0        1        0            3
## 985       1635            0            0        1        0            2
## 986       1940            1            0        2        1            3
## 987       2030            0            0        2        1            4
## 988       1576            0            0        2        1            3
## 989       2392            1            0        2        1            3
## 990       1742            0            0        1        1            4
## 991       1851            0            0        2        1            3
## 992       1500            0            0        2        1            3
## 993       1718            1            0        2        0            3
## 994       1230            1            0        1        1            3
## 995       1050            1            0        1        0            3
## 996       1442            0            0        2        0            2
## 997       1077            0            0        1        0            3
## 998       1208            1            0        2        0            2
## 999        944            0            0        1        0            2
## 1000       691            0            0        1        0            2
## 1001      1574            0            0        2        0            3
## 1002      1680            0            0        2        0            4
## 1003      1504            0            0        2        0            1
## 1004       985            0            0        2        0            3
## 1005      1657            0            1        2        0            3
## 1006      1092            0            0        1        1            3
## 1007      1710            0            0        2        0            3
## 1008      1522            0            0        2        0            4
## 1009      1271            0            0        2        0            4
## 1010      1664            0            0        2        0            4
## 1011      1502            0            0        1        1            3
## 1012      1022            1            0        1        0            2
## 1013      1082            0            0        1        0            2
## 1014      1665            1            0        2        1            3
## 1015      1504            1            0        2        0            3
## 1016      1360            1            0        1        0            1
## 1017      1472            0            0        2        1            3
## 1018      1506            0            0        2        0            2
## 1019      1132            1            0        1        1            2
## 1020      1220            1            0        2        0            2
## 1021      1248            0            0        1        0            2
## 1022      1504            0            0        2        0            2
## 1023      2898            1            0        2        0            2
## 1024       882            1            0        1        0            3
## 1025      1264            1            0        1        0            3
## 1026      1646            1            0        2        0            3
## 1027      1376            1            0        1        0            3
## 1028      1218            0            1        1        1            3
## 1029      1928            0            0        2        0            5
## 1030      3082            1            0        2        1            5
## 1031      2520            1            0        2        1            5
## 1032      1654            1            0        2        0            3
## 1033       954            0            0        1        0            2
## 1034       845            0            0        1        0            3
## 1035      1620            1            0        2        0            2
## 1036      2263            0            0        2        1            3
## 1037      1344            0            0        1        1            3
## 1038       630            1            0        1        0            1
## 1039      1803            1            0        2        0            3
## 1040      1632            0            1        1        1            4
## 1041      1306            1            0        2        0            1
## 1042      2329            1            0        2        1            4
## 1043      2524            1            0        2        1            4
## 1044      1733            0            0        2        0            4
## 1045      2868            0            0        3        1            4
## 1046       990            0            1        1        0            3
## 1047      1771            0            0        1        0            3
## 1048       930            0            0        1        0            2
## 1049      1302            0            0        2        0            3
## 1050      1316            0            0        2        0            3
## 1051      1977            0            1        1        1            4
## 1052      1526            0            0        1        0            4
## 1053      1989            1            0        2        1            3
## 1054      1523            0            1        2        0            3
## 1055      1364            1            0        2        0            2
## 1056      1850            0            0        2        1            3
## 1057      2184            1            0        2        1            3
## 1058      1991            0            0        1        1            3
## 1059      1338            1            0        2        0            2
## 1060       894            0            0        1        0            2
## 1061      2337            0            0        2        0            5
## 1062      1103            0            0        1        0            2
## 1063      1154            0            0        1        1            3
## 1064      2260            1            0        2        1            3
## 1065      1571            0            0        2        1            3
## 1066      1611            1            0        1        1            4
## 1067      2521            1            0        2        1            5
## 1068       893            0            1        1        0            2
## 1069      1048            1            0        1        0            3
## 1070      1556            0            0        1        1            4
## 1071      1456            1            1        1        0            4
## 1072      1426            0            0        1        1            3
## 1073      1240            0            0        2        0            2
## 1074      1740            0            0        1        1            3
## 1075      1466            0            1        2        0            3
## 1076      1096            1            0        1        0            3
## 1077       848            1            0        1        0            1
## 1078       990            0            0        1        0            3
## 1079      1258            0            1        2        0            3
## 1080      1040            1            0        1        1            3
## 1081      1459            0            0        2        0            3
## 1082      1251            1            0        1        0            3
## 1083      1498            0            0        2        1            3
## 1084       996            1            0        1        0            2
## 1085      1092            0            0        1        1            3
## 1086      1953            0            0        2        1            3
## 1087      1709            0            0        2        0            3
## 1088      1247            1            0        1        1            1
## 1089      1040            0            0        2        0            2
## 1090      1252            1            0        2        1            2
## 1091      1694            0            0        2        0            4
## 1092      1200            1            0        1        1            1
## 1093       936            1            0        1        0            2
## 1094      1314            0            0        2        0            3
## 1095      1355            0            0        1        1            3
## 1096      1088            0            0        1        1            2
## 1097      1324            0            0        1        0            3
## 1098      1601            0            0        2        0            3
## 1099       438            0            0        1        0            1
## 1100       950            0            0        1        0            3
## 1101      1134            0            0        1        0            2
## 1102      1194            0            1        1        0            3
## 1103      1302            0            0        2        1            3
## 1104      2622            1            0        2        1            3
## 1105      1442            1            0        2        0            3
## 1106      2021            0            0        2        1            3
## 1107      1690            0            0        2        1            3
## 1108      1836            1            0        2        0            3
## 1109      1658            1            0        2        1            3
## 1110      1964            0            0        2        1            4
## 1111       816            1            0        1        0            2
## 1112      1008            1            0        1        0            2
## 1113       833            0            0        1        0            2
## 1114      1734            1            0        2        0            3
## 1115      1419            1            0        2        1            3
## 1116       894            1            0        1        0            3
## 1117      1601            0            1        1        0            3
## 1118      1040            0            0        1        0            3
## 1119      1012            0            0        1        0            2
## 1120      1552            0            0        2        0            3
## 1121       960            0            0        1        0            3
## 1122       698            0            1        1        0            2
## 1123      1482            0            0        2        1            3
## 1124      1005            0            0        1        0            2
## 1125      1555            0            0        2        0            2
## 1126      1530            1            0        2        0            3
## 1127      1959            0            0        2        1            4
## 1128       936            1            0        1        0            2
## 1129      1981            1            0        2        0            4
## 1130       974            0            0        1        0            3
## 1131      2210            0            0        2        0            5
## 1132      2020            0            0        2        1            3
## 1133      1600            0            0        2        1            3
## 1134       986            0            0        1        0            2
## 1135      1252            0            0        1        0            3
## 1136      1020            0            0        1        0            2
## 1137      1567            1            0        2        0            2
## 1138      1167            0            0        1        0            3
## 1139       952            1            0        1        0            2
## 1140      1868            1            0        2        1            4
## 1141      2828            1            0        3        0            4
## 1142      1006            0            0        1        0            3
## 1143       924            1            0        1        0            2
## 1144      1576            0            0        1        0            3
## 1145      1298            1            0        2        0            3
## 1146      1564            0            0        1        1            3
## 1147      1111            0            0        1        0            2
## 1148      1482            0            1        1        0            3
## 1149       932            0            0        1        0            2
## 1150      1466            0            0        1        1            3
## 1151      1811            0            0        1        0            2
## 1152       816            0            0        1        0            2
## 1153      1820            0            0        1        2            4
## 1154      1437            1            0        2        0            3
## 1155      1265            0            1        2        0            3
## 1156      1314            1            0        2        0            2
## 1157      1580            0            0        2        0            3
## 1158      1876            0            0        2        1            4
## 1159      1456            0            0        2        1            3
## 1160      1640            1            0        1        0            3
## 1161       894            0            0        1        0            3
## 1162      1258            2            0        0        2            0
## 1163      1432            1            0        1        1            2
## 1164      1502            0            0        2        0            3
## 1165      1694            0            0        2        0            3
## 1166      1671            1            0        2        1            3
## 1167      2108            0            0        2        0            4
## 1168      3627            1            0        3        1            4
## 1169      1118            1            0        1        0            3
## 1170      1261            1            0        1        0            3
## 1171      1250            0            0        2        1            2
## 1172      3086            0            0        3        0            3
## 1173      2345            0            0        2        1            4
## 1174      2872            0            0        2        1            4
## 1175       923            1            0        1        0            3
## 1176      1224            0            0        1        0            3
## 1177      1343            0            0        1        1            3
## 1178      1124            0            0        1        0            3
## 1179      2514            0            0        2        1            4
## 1180      1652            1            1        2        0            2
## 1181      1130            1            0        1        0            2
## 1182      1572            1            0        1        1            3
## 1183      1221            1            0        1        0            4
## 1184      1699            1            0        2        0            3
## 1185      1624            1            0        2        0            2
## 1186      1660            0            0        2        1            3
## 1187      1804            0            0        2        1            3
## 1188      1622            1            0        1        0            3
## 1189      1441            0            0        2        1            2
## 1190      1472            0            0        1        0            3
## 1191      1224            1            0        2        0            2
## 1192      1352            0            0        1        1            4
## 1193      1456            0            0        2        1            3
## 1194      1863            0            0        2        1            4
## 1195      1690            0            0        1        0            3
## 1196      1212            0            0        2        0            3
## 1197      1382            0            0        1        1            3
## 1198       864            0            0        1        0            3
## 1199      1779            0            0        2        1            3
## 1200      1348            1            0        1        0            3
## 1201      1630            0            0        2        0            3
## 1202      1074            1            0        1        1            3
## 1203      2196            0            0        2        0            3
## 1204      1056            1            0        1        0            2
## 1205      1700            1            0        2        0            3
## 1206      1283            1            0        1        0            3
## 1207      1660            1            0        2        0            3
## 1208      1845            0            0        2        1            3
## 1209      1752            0            0        2        0            4
## 1210       672            1            0        1        0            2
## 1211       960            1            1        0        0            0
## 1212       999            1            0        1        0            3
## 1213       894            0            0        1        0            3
## 1214      1902            0            0        2        0            4
## 1215      1314            1            0        2        0            3
## 1216       912            0            0        1        0            2
## 1217      1218            0            0        1        1            3
## 1218       912            0            0        1        0            2
## 1219      1211            0            0        1        0            3
## 1220      1846            0            0        2        0            3
## 1221      2136            0            0        2        0            4
## 1222      1490            1            0        2        1            3
## 1223      1138            0            1        1        0            3
## 1224      1933            0            0        2        1            4
## 1225       912            1            0        1        0            2
## 1226      1702            1            0        1        1            1
## 1227      1507            0            0        2        0            4
## 1228      2620            0            0        2        2            4
## 1229      1190            1            0        1        0            3
## 1230      1224            0            0        2        0            2
## 1231      1188            1            0        1        0            3
## 1232      1964            0            0        1        1            4
## 1233      1784            0            0        1        1            4
## 1234      1626            0            0        2        1            2
##      KitchenAbvGr KitchenQual TotRmsAbvGrd Functional Fireplaces FireplaceQu
## 1               1          Gd            8        Typ          0        <NA>
## 2               1          TA            6        Typ          1          TA
## 3               1          Gd            6        Typ          1          TA
## 4               1          Gd            7        Typ          1          Gd
## 5               1          Gd            9        Typ          1          TA
## 6               1          TA            5        Typ          0        <NA>
## 7               1          Gd            7        Typ          1          Gd
## 8               1          TA            7        Typ          2          TA
## 9               2          TA            8       Min1          2          TA
## 10              2          TA            5        Typ          2          TA
## 11              1          TA            5        Typ          0        <NA>
## 12              1          Ex           11        Typ          2          Gd
## 13              1          TA            4        Typ          0        <NA>
## 14              1          Gd            7        Typ          1          Gd
## 15              1          TA            5        Typ          1          Fa
## 16              1          TA            5        Typ          0        <NA>
## 17              1          TA            5        Typ          1          TA
## 18              2          TA            6        Typ          0        <NA>
## 19              1          Gd            6        Typ          0        <NA>
## 20              1          TA            6       Min1          0        <NA>
## 21              1          Gd            9        Typ          1          Gd
## 22              1          Gd            6        Typ          1          Gd
## 23              1          Gd            7        Typ          1          Gd
## 24              1          TA            6        Typ          1          TA
## 25              1          Gd            6        Typ          1          TA
## 26              1          Gd            7        Typ          1          Gd
## 27              1          Gd            5        Typ          0        <NA>
## 28              1          Gd            7        Typ          1          Gd
## 29              1          TA            6        Typ          2          Gd
## 30              1          Fa            4        Typ          0        <NA>
## 31              1          TA            6        Typ          0        <NA>
## 32              1          Gd            6        Typ          0        <NA>
## 33              1          Gd            7        Typ          0        <NA>
## 34              1          Gd            6        Typ          1          Gd
## 35              1          Ex            6        Typ          1          Gd
## 36              1          Gd            9        Typ          1          Gd
## 37              1          TA            6        Typ          0        <NA>
## 38              1          TA            5        Typ          1          TA
## 39              1          Gd            5        Typ          0        <NA>
## 40              2          Fa            6        Typ          0        <NA>
## 41              1          TA            6        Typ          1          TA
## 42              1          TA            5        Typ          2          Gd
## 43              1          Gd            5        Typ          0        <NA>
## 44              1          TA            5        Typ          0        <NA>
## 45              1          TA            6        Typ          0        <NA>
## 46              1          Ex            6        Typ          1          Gd
## 47              1          Gd            6        Typ          1          Ex
## 48              1          Gd            7        Typ          0        <NA>
## 49              3          TA            8        Typ          0        <NA>
## 50              1          TA            6        Typ          0        <NA>
## 51              1          TA            6        Typ          0        <NA>
## 52              1          TA            6        Typ          1          Gd
## 53              1          TA            5        Typ          0        <NA>
## 54              1          Gd            5        Typ          1          Gd
## 55              1          TA            6       Min1          1          TA
## 56              1          TA            7        Typ          1          Gd
## 57              1          Gd            7        Typ          0        <NA>
## 58              1          Gd            7        Typ          0        <NA>
## 59              1          Gd           10        Typ          1          Gd
## 60              1          TA            4        Typ          0        <NA>
## 61              1          Gd            5        Typ          0        <NA>
## 62              1          Fa            6        Typ          0        <NA>
## 63              1          Gd            6        Typ          1          Gd
## 64              1          TA            9        Typ          0        <NA>
## 65              1          Gd            8        Typ          0        <NA>
## 66              1          Gd            9        Typ          1          Gd
## 67              1          TA            7       Min1          1          Gd
## 68              1          Gd            7        Typ          0        <NA>
## 69              1          TA            4        Typ          0        <NA>
## 70              1          TA            7        Typ          1          TA
## 71              1          TA            8        Typ          2          Gd
## 72              1          TA            4        Typ          0        <NA>
## 73              1          TA            7        Typ          1          TA
## 74              1          TA            6        Typ          0        <NA>
## 75              2          TA            8        Typ          0        <NA>
## 76              1          TA            5        Typ          0        <NA>
## 77              1          TA            4        Typ          0        <NA>
## 78              1          TA            6       Min1          0        <NA>
## 79              2          TA            8        Typ          0        <NA>
## 80              1          TA            5        Typ          0        <NA>
## 81              1          Gd            8        Typ          1          Gd
## 82              1          TA            5        Typ          0        <NA>
## 83              1          Gd            6        Typ          1          Gd
## 84              1          TA            6        Typ          0        <NA>
## 85              1          TA            7        Typ          1          TA
## 86              1          Gd            9        Typ          1          TA
## 87              1          Gd            6        Typ          1          Gd
## 88              1          Gd            4        Typ          0        <NA>
## 89              1          Fa            6        Typ          0        <NA>
## 90              1          TA            5        Typ          0        <NA>
## 91              1          TA            4        Typ          0        <NA>
## 92              1          TA            6        Typ          0        <NA>
## 93              1          TA            5        Typ          0        <NA>
## 94              2          TA            9        Typ          1          Gd
## 95              1          Gd            7        Typ          0        <NA>
## 96              1          TA            6        Typ          1          TA
## 97              1          Gd            6        Typ          0        <NA>
## 98              1          TA            6        Typ          0        <NA>
## 99              1          TA            5        Typ          0        <NA>
## 100             1          TA            6        Typ          0        <NA>
## 101             1          Gd            6        Typ          2          TA
## 102             1          Gd            7        Typ          1          TA
## 103             2          TA            8        Typ          0        <NA>
## 104             1          Gd            6        Typ          0        <NA>
## 105             1          TA            7        Typ          2          TA
## 106             1          Gd            9        Typ          1          Gd
## 107             1          TA            6        Typ          0        <NA>
## 108             1          TA            5        Typ          0        <NA>
## 109             1          Fa            7        Typ          0        <NA>
## 110             1          TA            7        Typ          1          TA
## 111             1          TA            7        Typ          0        <NA>
## 112             1          TA            7        Typ          1          TA
## 113             1          Ex           10        Typ          1          Gd
## 114             1          Gd            7        Typ          2          Gd
## 115             1          Gd            9        Typ          1          TA
## 116             1          TA            5        Typ          1          Fa
## 117             1          TA            6        Typ          1          Po
## 118             1          TA            5        Typ          0        <NA>
## 119             1          Gd           11        Typ          2          TA
## 120             1          Gd            8        Typ          1          Gd
## 121             1          TA            4        Typ          2          TA
## 122             1          TA            4        Typ          0        <NA>
## 123             1          TA            5        Typ          0        <NA>
## 124             1          Gd            5        Typ          0        <NA>
## 125             1          TA            7        Typ          1          TA
## 126             1          TA            5        Typ          0        <NA>
## 127             1          TA            5        Typ          1          TA
## 128             1          TA            5        Typ          1          TA
## 129             1          TA            6        Typ          1          Fa
## 130             1          Ex            6        Typ          0        <NA>
## 131             1          Gd            8        Typ          2          Gd
## 132             1          Gd            7        Typ          1          TA
## 133             1          Gd            7        Typ          0        <NA>
## 134             1          Gd            6        Typ          0        <NA>
## 135             1          TA            7       Min1          1          TA
## 136             1          TA            7        Typ          1          Gd
## 137             1          TA            5        Typ          1          Fa
## 138             2          TA            9        Typ          0        <NA>
## 139             1          Gd            7        Typ          2          TA
## 140             1          Gd            7        Typ          0        <NA>
## 141             1          TA            5        Typ          1          Po
## 142             1          Gd            7        Typ          0        <NA>
## 143             1          TA            6        Typ          0        <NA>
## 144             1          Gd            6        Typ          0        <NA>
## 145             2          TA           10        Typ          0        <NA>
## 146             1          Gd            7       Maj1          0        <NA>
## 147             1          TA            5        Typ          0        <NA>
## 148             1          Gd            8        Typ          1          Gd
## 149             1          Gd            6        Typ          0        <NA>
## 150             1          TA            7        Typ          0        <NA>
## 151             1          TA            5        Typ          0        <NA>
## 152             1          Gd            6        Typ          1          Gd
## 153             1          TA            8        Typ          1          Gd
## 154             1          TA            4        Typ          1          Gd
## 155             1          TA            7        Typ          0        <NA>
## 156             1          TA            5        Typ          0        <NA>
## 157             1          TA            5        Typ          0        <NA>
## 158             1          Ex            8        Typ          1          Gd
## 159             1          Gd            8        Typ          1          Gd
## 160             1          Gd            9        Typ          1          Gd
## 161             1          TA            6        Typ          0        <NA>
## 162             1          Ex           10        Typ          2          Gd
## 163             1          Gd            7        Typ          1          Gd
## 164             1          TA            4        Typ          0        <NA>
## 165             1          Gd            5        Typ          0        <NA>
## 166             2          TA            6        Typ          0        <NA>
## 167             1          TA            7        Typ          3          Gd
## 168             1          Ex            8        Typ          1          Gd
## 169             1          Gd            7        Typ          1          Gd
## 170             1          TA            6        Typ          1          TA
## 171             1          TA            7        Typ          0        <NA>
## 172             1          TA            7        Typ          2          Gd
## 173             1          Gd            5        Typ          1          TA
## 174             1          TA            6        Typ          1          TA
## 175             1          TA            7       Min2          1          TA
## 176             1          Gd            7        Typ          1          Gd
## 177             1          TA            8        Typ          1          TA
## 178             1          Gd            8        Typ          1          Gd
## 179             1          Ex            9        Typ          1          Gd
## 180             1          TA            5        Typ          0        <NA>
## 181             1          Gd            5        Typ          1          TA
## 182             1          TA            9        Typ          1          Gd
## 183             1          TA            7        Typ          1          Gd
## 184             1          Gd            6        Mod          0        <NA>
## 185             1          TA            5        Typ          0        <NA>
## 186             1          Ex           12        Typ          2          TA
## 187             1          Gd            6        Typ          0        <NA>
## 188             1          TA            8       Min2          0        <NA>
## 189             2          TA            6        Typ          2          TA
## 190             1          Ex            5        Typ          1          Gd
## 191             1          Gd           10       Maj1          2          TA
## 192             1          Gd            7        Typ          0        <NA>
## 193             1          Gd            6        Typ          0        <NA>
## 194             1          Gd            7       Maj1          0        <NA>
## 195             1          TA            5        Typ          0        <NA>
## 196             1          TA            7        Typ          1          TA
## 197             1          Ex            8        Typ          1          Gd
## 198             1          Gd            8        Typ          1          Ex
## 199             1          TA            8        Typ          0        <NA>
## 200             1          Ex            7        Typ          1          Gd
## 201             1          TA            5        Typ          0        <NA>
## 202             1          TA            6        Typ          2          Fa
## 203             1          TA            6       Min1          0        <NA>
## 204             1          Gd            3        Typ          1          Gd
## 205             1          TA            5        Typ          0        <NA>
## 206             1          TA            5        Typ          0        <NA>
## 207             1          TA            8       Min2          1          TA
## 208             1          TA            6        Typ          1          Po
## 209             1          TA            7        Typ          1          Gd
## 210             1          TA            6        Typ          0        <NA>
## 211             1          TA            5        Typ          0        <NA>
## 212             1          Gd            6        Typ          0        <NA>
## 213             1          Gd            7        Typ          1          TA
## 214             1          TA            5        Typ          0        <NA>
## 215             1          TA            6        Typ          0        <NA>
## 216             1          Gd            6       Min1          1          Fa
## 217             1          Gd            8        Typ          0        <NA>
## 218             1          TA            8        Typ          0        <NA>
## 219             1          Gd            8        Typ          2          TA
## 220             1          Gd            5        Typ          0        <NA>
## 221             1          Gd            5        Typ          0        <NA>
## 222             1          Gd            8        Typ          1          TA
## 223             1          TA            6        Typ          1          TA
## 224             1          TA            4        Typ          0        <NA>
## 225             1          Ex            8        Typ          1          Ex
## 226             1          TA            6        Typ          0        <NA>
## 227             1          Gd            9        Typ          1          TA
## 228             1          TA            5        Typ          0        <NA>
## 229             1          TA            5        Typ          1          Fa
## 230             1          Gd            7        Typ          1          TA
## 231             1          TA            6        Typ          0        <NA>
## 232             1          Ex            9        Typ          1          TA
## 233             1          TA            5        Typ          1          Po
## 234             1          TA            5        Typ          0        <NA>
## 235             1          Gd            8        Typ          2          TA
## 236             1          TA            5        Typ          0        <NA>
## 237             1          Gd            6        Typ          0        <NA>
## 238             1          Gd            7        Typ          0        <NA>
## 239             1          Gd            7        Typ          0        <NA>
## 240             1          TA            7        Typ          1          Gd
## 241             1          Gd            7        Typ          0        <NA>
## 242             1          Gd            4        Typ          0        <NA>
## 243             1          TA            6        Typ          0        <NA>
## 244             1          TA            6        Typ          1          TA
## 245             1          Gd            8        Typ          2          Fa
## 246             1          TA            6        Typ          1          TA
## 247             2          Fa            9        Typ          0        <NA>
## 248             1          TA            5        Typ          1          TA
## 249             1          Gd            8        Typ          0        <NA>
## 250             1          Gd            7        Typ          2          TA
## 251             1          Fa            6        Mod          0        <NA>
## 252             1          Gd            5        Typ          1          Gd
## 253             1          Gd            6        Typ          0        <NA>
## 254             1          Gd            7       Min1          0        <NA>
## 255             1          TA            5        Typ          0        <NA>
## 256             1          Gd            8        Typ          1          TA
## 257             1          Gd            7        Typ          0        <NA>
## 258             1          Gd            8        Typ          1          Gd
## 259             1          Gd            7        Typ          1          TA
## 260             1          TA            4        Typ          0        <NA>
## 261             1          TA            6        Typ          1          TA
## 262             1          Ex           10        Typ          1          Gd
## 263             1          TA            6        Typ          1          TA
## 264             1          TA            6        Typ          0        <NA>
## 265             1          TA            4        Typ          0        <NA>
## 266             1          Gd            7        Typ          1          TA
## 267             1          TA            8        Typ          1          TA
## 268             1          Gd            8        Typ          1          Gd
## 269             1          TA            4        Typ          1          Gd
## 270             1          TA            6        Typ          1          Fa
## 271             1          Gd            8        Typ          1          Gd
## 272             1          TA            5        Mod          2          TA
## 273             1          Gd            9        Typ          1          Gd
## 274             1          TA            6       Min1          1          Gd
## 275             1          TA            5        Typ          0        <NA>
## 276             1          Ex            5        Typ          0        <NA>
## 277             1          Gd            7        Typ          0        <NA>
## 278             1          TA            4        Typ          0        <NA>
## 279             1          Ex            8        Typ          1          Ex
## 280             1          TA            8        Typ          1          TA
## 281             1          Gd            7        Typ          1          TA
## 282             1          Gd            5        Typ          0        <NA>
## 283             1          Gd            6        Typ          1          Gd
## 284             1          Gd            6        Typ          1          Gd
## 285             1          Gd            5        Typ          0        <NA>
## 286             1          Gd            5        Typ          0        <NA>
## 287             1          Gd            7        Typ          1          Gd
## 288             1          TA            5        Typ          0        <NA>
## 289             1          TA            5        Typ          0        <NA>
## 290             1          TA            7        Typ          0        <NA>
## 291             1          Gd            8        Typ          1          Gd
## 292             1          Fa            9        Typ          0        <NA>
## 293             1          TA            8       Min2          1          Gd
## 294             1          Gd            9        Typ          1          TA
## 295             1          TA            7        Typ          2          Gd
## 296             1          TA            6        Typ          0        <NA>
## 297             1          TA            6        Typ          0        <NA>
## 298             1          Gd            7        Typ          1          TA
## 299             1          TA            7        Typ          1          Gd
## 300             1          Gd            6        Typ          1          Gd
## 301             1          TA            5        Typ          2          Gd
## 302             1          Gd            9        Typ          1          TA
## 303             1          Gd            6        Typ          1          TA
## 304             1          TA            5        Typ          0        <NA>
## 305             1          Gd           10        Typ          1          Ex
## 306             1          Gd            8        Typ          0        <NA>
## 307             1          Gd            8        Typ          1          TA
## 308             1          Fa            6        Typ          0        <NA>
## 309             1          TA            4        Typ          0        <NA>
## 310             1          Ex            8        Typ          3          Ex
## 311             1          Gd            6        Typ          1          TA
## 312             1          TA            5        Typ          1          Gd
## 313             1          TA            5        Typ          1          Gd
## 314             1          TA            8        Typ          2          Gd
## 315             1          Ex            6        Typ          1          Gd
## 316             1          Gd            6        Typ          1          Gd
## 317             1          Ex           10        Typ          1          TA
## 318             1          Gd            8        Typ          1          Gd
## 319             1          Gd            9        Typ          1          TA
## 320             1          TA            6        Typ          2          TA
## 321             1          Gd            9        Typ          0        <NA>
## 322             1          Gd           10        Typ          1          Gd
## 323             1          Gd            8        Typ          1          TA
## 324             1          TA            6        Typ          0        <NA>
## 325             1          Gd           11        Typ          1          Gd
## 326             1          TA            5        Typ          0        <NA>
## 327             1          Gd            6        Typ          2          Gd
## 328             1          TA            7        Typ          0        <NA>
## 329             1          Gd           10        Typ          0        <NA>
## 330             1          TA            6        Typ          0        <NA>
## 331             2          TA           10        Typ          0        <NA>
## 332             1          TA            6        Typ          0        <NA>
## 333             1          Gd            7        Typ          1          Gd
## 334             1          Gd            6        Typ          1          Gd
## 335             1          TA            7        Typ          2          TA
## 336             1          TA            7        Typ          2          Gd
## 337             1          Gd            8        Typ          1          Gd
## 338             1          Gd            7        Typ          0        <NA>
## 339             1          Gd            8        Typ          0        <NA>
## 340             1          TA            6        Typ          0        <NA>
## 341             1          Gd            9        Typ          0        <NA>
## 342             1          TA            4        Typ          0        <NA>
## 343             2          TA            6        Typ          0        <NA>
## 344             1          Ex            6        Typ          1          Ex
## 345             1          TA            4        Typ          0        <NA>
## 346             1          Fa            6        Typ          1          Gd
## 347             1          TA            5        Typ          0        <NA>
## 348             1          TA            6        Typ          2          Gd
## 349             1          Gd            6        Typ          0        <NA>
## 350             1          Ex           10        Typ          2          Ex
## 351             1          Ex            6        Typ          1          Gd
## 352             1          Gd            6        Typ          1          TA
## 353             1          TA            5        Typ          0        <NA>
## 354             1          TA            5        Typ          0        <NA>
## 355             1          TA            6        Typ          2          Gd
## 356             1          Gd            6        Typ          0        <NA>
## 357             1          Gd            6        Typ          0        <NA>
## 358             1          TA            6        Typ          1          Po
## 359             1          Gd            6       Min2          0        <NA>
## 360             1          Gd            7        Typ          1          TA
## 361             1          TA            5        Typ          1          TA
## 362             1          TA            8        Typ          0        <NA>
## 363             1          Gd            7        Typ          1          Ex
## 364             1          Gd            5        Typ          0        <NA>
## 365             1          TA            6        Typ          1          TA
## 366             1          TA            6        Typ          0        <NA>
## 367             1          TA            6        Typ          2          Gd
## 368             1          TA            6        Typ          1          Gd
## 369             1          TA            7        Typ          1          Gd
## 370             1          Gd            7        Typ          1          Gd
## 371             1          TA            7        Typ          1          TA
## 372             1          TA            7       Min2          1          Gd
## 373             1          TA            4        Typ          0        <NA>
## 374             1          TA            5       Min2          0        <NA>
## 375             1          Gd            8        Typ          1          Gd
## 376             1          Fa            4       Maj1          0        <NA>
## 377             1          TA            5        Typ          0        <NA>
## 378             1          Gd            8        Typ          1          Gd
## 379             1          Ex            8        Typ          1          Ex
## 380             1          TA            7        Typ          1          TA
## 381             1          Gd            6        Typ          1          Gd
## 382             1          Gd            5        Typ          1          Gd
## 383             1          Gd            8        Typ          0        <NA>
## 384             1          TA            5        Typ          0        <NA>
## 385             1          Gd            9        Typ          2          Fa
## 386             1          Gd            6        Typ          1          TA
## 387             1          TA            8        Typ          0        <NA>
## 388             1          TA            6        Typ          1          Fa
## 389             1          Gd            6        Typ          0        <NA>
## 390             1          Ex            9        Typ          1          Ex
## 391             1          TA            7        Typ          0        <NA>
## 392             1          Gd            7        Typ          1          TA
## 393             1          TA            5        Typ          0        <NA>
## 394             1          TA            4        Typ          2          TA
## 395             1          TA            5        Typ          0        <NA>
## 396             1          TA            6        Typ          0        <NA>
## 397             1          TA            6        Typ          0        <NA>
## 398             1          TA            8        Typ          1          TA
## 399             1          TA            6       Maj2          0        <NA>
## 400             1          Gd            7        Typ          0        <NA>
## 401             1          Ex            4        Typ          2          Gd
## 402             1          Gd            6        Typ          1          Gd
## 403             1          TA            4        Typ          0        <NA>
## 404             1          Gd           10        Typ          1          TA
## 405             1          TA            7        Typ          1          TA
## 406             1          TA            8       Min1          1          TA
## 407             1          TA            6       Maj2          0        <NA>
## 408             1          TA            8        Typ          0        <NA>
## 409             1          Gd            9        Typ          1          Gd
## 410             1          Ex            8        Typ          1          Gd
## 411             1          TA            5        Mod          0        <NA>
## 412             1          TA            5        Typ          0        <NA>
## 413             1          Gd            7        Typ          1          Gd
## 414             1          TA            5        Typ          1          Gd
## 415             1          Gd            9        Typ          1          TA
## 416             1          Gd            6        Typ          0        <NA>
## 417             1          TA            6        Typ          1          TA
## 418             1          TA           10        Typ          1          Gd
## 419             1          TA            7        Typ          0        <NA>
## 420             1          TA            6        Typ          1          Fa
## 421             2          TA            8        Typ          0        <NA>
## 422             1          Gd            8        Typ          1          TA
## 423             1          TA            4        Typ          0        <NA>
## 424             1          Gd            8        Typ          1          TA
## 425             1          TA            6        Typ          1          Gd
## 426             1          TA            6        Typ          2          Gd
## 427             1          Gd            5        Typ          1          TA
## 428             1          TA            5        Typ          0        <NA>
## 429             1          Gd            6        Typ          0        <NA>
## 430             1          Gd            6        Typ          1          TA
## 431             1          TA            4        Typ          0        <NA>
## 432             1          TA            7        Typ          0        <NA>
## 433             1          TA            6       Min1          0        <NA>
## 434             1          TA            7        Typ          1          TA
## 435             1          TA            3        Typ          0        <NA>
## 436             1          Gd            6        Typ          1          TA
## 437             1          TA            6        Typ          0        <NA>
## 438             1          TA            4        Typ          0        <NA>
## 439             1          Gd            4        Typ          1          Gd
## 440             1          Gd            7        Typ          0        <NA>
## 441             1          Ex           10        Typ          2          Gd
## 442             2          Fa            8        Typ          0        <NA>
## 443             1          TA            8        Typ          1          Gd
## 444             1          Gd            6        Typ          1          Gd
## 445             1          Gd            8        Typ          1          TA
## 446             1          TA            7        Typ          1          Gd
## 447             1          Gd            6        Mod          1          Gd
## 448             1          Gd           10        Typ          1          TA
## 449             1          TA            7        Typ          1          Gd
## 450             1          TA            6        Typ          0        <NA>
## 451             1          Gd            5        Typ          0        <NA>
## 452             1          Gd            5        Typ          2          TA
## 453             1          TA            7        Typ          0        <NA>
## 454             1          Gd            6        Typ          0        <NA>
## 455             2          TA            8        Typ          0        <NA>
## 456             1          TA            6        Typ          1          TA
## 457             1          TA            7        Typ          0        <NA>
## 458             1          Gd            6       Min1          2          Gd
## 459             1          Gd            7        Typ          1          Gd
## 460             1          Gd            5        Typ          1          TA
## 461             1          TA            8        Typ          0        <NA>
## 462             1          Gd            6        Typ          0        <NA>
## 463             1          TA            5        Typ          1          Po
## 464             1          TA            6        Typ          1          Gd
## 465             1          TA            5        Typ          0        <NA>
## 466             1          Gd            6        Typ          1          TA
## 467             1          TA            5        Typ          1          Po
## 468             1          Gd            7        Typ          2          Gd
## 469             1          Gd            7        Typ          1          Gd
## 470             1          Gd            7        Typ          0        <NA>
## 471             1          Gd            4        Typ          0        <NA>
## 472             1          TA            8        Typ          1          Gd
## 473             1          TA            5        Typ          0        <NA>
## 474             1          Gd            7        Typ          1          Ex
## 475             1          Ex            6        Typ          0        <NA>
## 476             1          TA            5        Typ          0        <NA>
## 477             1          Gd            7        Typ          1          TA
## 478             1          Ex            9        Typ          1          Gd
## 479             1          Gd            7        Typ          1          Gd
## 480             1          TA            7        Typ          0        <NA>
## 481             1          Gd            8        Typ          1          Gd
## 482             1          Ex            6        Typ          1          Gd
## 483             1          Ex            7       Min2          1          Gd
## 484             1          TA            5        Typ          0        <NA>
## 485             1          Gd            6        Typ          0        <NA>
## 486             1          Gd            5        Typ          1          Gd
## 487             1          TA            6        Typ          0        <NA>
## 488             1          TA            7        Typ          1          TA
## 489             2          TA           10        Mod          1          Gd
## 490             1          Gd            3        Typ          0        <NA>
## 491             1          TA            4        Typ          1          Gd
## 492             1          Fa            5        Typ          2          TA
## 493             1          TA            8        Typ          0        <NA>
## 494             1          TA            6        Typ          1          Fa
## 495             1          TA            4        Typ          0        <NA>
## 496             1          TA            4        Typ          0        <NA>
## 497             1          Gd           10        Typ          1          Gd
## 498             1          TA            8        Typ          0        <NA>
## 499             1          Gd            5        Typ          0        <NA>
## 500             1          TA            5        Typ          0        <NA>
## 501             1          TA            7        Typ          0        <NA>
## 502             1          Gd            7        Typ          0        <NA>
## 503             1          TA            6        Typ          0        <NA>
## 504             1          TA            6        Typ          2          TA
## 505             1          TA            6        Typ          1          Fa
## 506             2          TA           10        Typ          0        <NA>
## 507             1          Gd            8        Typ          1          TA
## 508             1          Gd            4        Typ          0        <NA>
## 509             1          Gd            7        Typ          1          Gd
## 510             1          TA            6        Typ          0        <NA>
## 511             1          TA            6       Min1          2          TA
## 512             1          Gd            6        Typ          1          Gd
## 513             1          TA            5        Typ          0        <NA>
## 514             1          TA            5        Typ          0        <NA>
## 515             1          TA            5        Typ          0        <NA>
## 516             1          Ex            9        Typ          1          Gd
## 517             1          TA            7        Typ          1          TA
## 518             1          Gd            7        Typ          1          TA
## 519             1          TA            7        Typ          0        <NA>
## 520             1          Gd            9        Typ          2          Gd
## 521             2          TA            7        Typ          0        <NA>
## 522             1          TA            6        Typ          2          Gd
## 523             1          TA            7        Typ          2          Gd
## 524             1          Gd            8        Typ          1          TA
## 525             1          Gd            6        Typ          1          TA
## 526             1          TA            4        Typ          0        <NA>
## 527             1          Ex           11        Typ          1          Gd
## 528             1          TA            5        Typ          0        <NA>
## 529             2          TA            9       Maj1          2          TA
## 530             1          Gd            5        Typ          1          Fa
## 531             1          TA            6        Typ          0        <NA>
## 532             1          TA            5        Mod          1          Po
## 533             1          Fa            2        Typ          0        <NA>
## 534             1          Gd            6        Typ          1          Gd
## 535             1          TA            5        Typ          0        <NA>
## 536             1          Gd            8        Typ          0        <NA>
## 537             1          TA            5        Typ          0        <NA>
## 538             1          TA            7        Typ          1          Fa
## 539             1          Gd            6        Typ          1          TA
## 540             1          Ex            8        Typ          1          Gd
## 541             1          Gd            8        Typ          1          TA
## 542             1          Gd            7       Maj1          1          TA
## 543             1          TA            4        Typ          0        <NA>
## 544             1          Gd            7        Typ          1          Gd
## 545             1          Gd            9        Typ          0        <NA>
## 546             1          TA            6        Typ          1          Gd
## 547             1          TA            5        Typ          0        <NA>
## 548             1          TA            4        Typ          0        <NA>
## 549             1          Gd            8        Typ          1          Gd
## 550             1          TA            4        Typ          0        <NA>
## 551             1          TA            5        Typ          0        <NA>
## 552             1          Gd            7        Typ          1          Gd
## 553             1          Gd            5        Typ          0        <NA>
## 554             1          Gd            8        Typ          1          Gd
## 555             1          TA            5        Typ          1          Gd
## 556             1          TA            6        Typ          1          TA
## 557             1          TA            7        Typ          0        <NA>
## 558             1          TA            6        Typ          1          TA
## 559             1          Gd            7        Typ          1          TA
## 560             1          TA            5        Mod          1          Gd
## 561             1          TA            6        Typ          1          TA
## 562             1          TA            6        Typ          1          Gd
## 563             1          TA            8        Typ          1          Gd
## 564             1          Gd            9        Typ          1          TA
## 565             1          Fa            6        Typ          0        <NA>
## 566             1          Ex           11        Typ          1          Gd
## 567             1          Gd            7        Typ          0        <NA>
## 568             1          Gd            5       Min2          1          Gd
## 569             1          TA            4        Typ          2          TA
## 570             2          TA           10        Typ          0        <NA>
## 571             1          Gd            4        Typ          0        <NA>
## 572             1          Gd            6        Typ          0        <NA>
## 573             1          TA            8        Typ          1          TA
## 574             1          TA            5        Typ          0        <NA>
## 575             1          TA            6        Typ          0        <NA>
## 576             1          TA            6        Typ          1          Gd
## 577             1          TA            6        Typ          2          Fa
## 578             1          Gd            5        Typ          0        <NA>
## 579             1          TA            7        Typ          0        <NA>
## 580             1          Gd            7        Typ          2          Gd
## 581             1          Ex            8        Typ          1          Gd
## 582             1          TA            5        Typ          0        <NA>
## 583             1          Gd            9        Typ          1          Gd
## 584             1          Gd            6        Typ          0        <NA>
## 585             1          Gd            7        Typ          2          Gd
## 586             1          Fa            5        Typ          0        <NA>
## 587             1          TA            4        Typ          0        <NA>
## 588             1          Ex            5        Typ          2          Gd
## 589             1          TA            4        Typ          0        <NA>
## 590             1          Gd            6        Typ          0        <NA>
## 591             1          Ex           10        Typ          1          Gd
## 592             1          TA            4        Typ          0        <NA>
## 593             1          Gd            4        Typ          0        <NA>
## 594             1          TA            5        Typ          0        <NA>
## 595             1          Gd            7        Typ          1          TA
## 596             1          TA            7        Typ          0        <NA>
## 597             1          Gd            7        Typ          1          Gd
## 598             1          Gd            7        Typ          1          TA
## 599             1          TA            6        Typ          1          TA
## 600             1          Ex            8        Typ          1          Gd
## 601             1          Gd            6        Typ          1          Gd
## 602             1          Gd            8        Typ          1          TA
## 603             1          Gd            4        Typ          0        <NA>
## 604             1          Gd            6        Typ          1          TA
## 605             1          TA            7        Typ          3          Fa
## 606             1          Gd            6        Typ          0        <NA>
## 607             1          Ex            8        Typ          0        <NA>
## 608             1          TA           10        Typ          2          Gd
## 609             1          TA            5        Typ          0        <NA>
## 610             1          Ex            8        Typ          2          Ex
## 611             1          TA            6        Typ          1          TA
## 612             1          Ex            7        Typ          1          TA
## 613             1          TA            6        Typ          0        <NA>
## 614             1          TA            3        Typ          0        <NA>
## 615             1          Gd            6        Typ          0        <NA>
## 616             1          Gd            7        Typ          1          Gd
## 617             1          Gd            4        Typ          0        <NA>
## 618             1          Gd            9        Typ          1          Gd
## 619             1          Gd           10        Typ          2          Gd
## 620             1          TA            5        Typ          0        <NA>
## 621             1          TA            9        Typ          1          TA
## 622             1          TA            6        Typ          0        <NA>
## 623             1          Gd            4        Typ          1          TA
## 624             1          TA            8       Min2          1          TA
## 625             1          TA            5        Typ          0        <NA>
## 626             1          TA            6       Min1          1          TA
## 627             1          TA            7        Typ          2          Gd
## 628             1          Fa            9        Typ          2          TA
## 629             1          TA            6        Typ          0        <NA>
## 630             1          Ex            8        Typ          0        <NA>
## 631             1          Gd            6        Typ          1          Gd
## 632             1          TA            6        Typ          1          TA
## 633             1          TA            6        Typ          0        <NA>
## 634             2          TA            4        Typ          0        <NA>
## 635             2          Fa           14        Typ          0        <NA>
## 636             1          Fa            4       Maj1          1          Po
## 637             2          Gd            7        Typ          0        <NA>
## 638             1          TA            4        Typ          0        <NA>
## 639             1          Ex            7        Typ          1          Gd
## 640             1          Ex            6        Typ          1          Gd
## 641             1          Gd            7        Typ          1          TA
## 642             1          Ex            9        Typ          3          TA
## 643             1          TA            7       Min1          0        <NA>
## 644             1          Ex            7        Typ          1          Gd
## 645             1          TA            5        Typ          0        <NA>
## 646             1          TA            7       Min1          0        <NA>
## 647             1          TA            5        Typ          2          Gd
## 648             1          TA            7        Typ          1          TA
## 649             1          TA            3        Typ          0        <NA>
## 650             1          Gd            7        Typ          0        <NA>
## 651             1          TA            7        Typ          1          Gd
## 652             1          Gd            7        Typ          1          TA
## 653             1          TA            7        Typ          0        <NA>
## 654             1          Gd            7        Typ          1          TA
## 655             1          TA            6        Typ          0        <NA>
## 656             1          Gd            5        Typ          0        <NA>
## 657             1          TA            6        Typ          1          Gd
## 658             1          TA            6        Typ          1          Gd
## 659             1          TA            7        Typ          0        <NA>
## 660             1          TA            7        Typ          1          TA
## 661             1          Gd            8        Typ          1          TA
## 662             1          TA            5       Maj2          2          TA
## 663             1          TA            6        Typ          0        <NA>
## 664             1          Ex            8        Typ          1          Ex
## 665             1          Gd            7        Typ          1          TA
## 666             1          TA            7        Sev          1          Po
## 667             1          Gd            7        Typ          1          Fa
## 668             1          TA            6       Min2          1          TA
## 669             1          Fa            5        Typ          1          Gd
## 670             1          Gd            7        Typ          0        <NA>
## 671             1          TA            6        Typ          0        <NA>
## 672             1          TA            6        Typ          1          TA
## 673             1          Gd            7        Typ          2          TA
## 674             1          TA            5        Typ          1          Gd
## 675             1          TA            7        Typ          1          TA
## 676             2          TA            8       Min2          0        <NA>
## 677             1          Gd            5        Typ          0        <NA>
## 678             1          Gd            7        Typ          1          Gd
## 679             1          TA            5        Typ          0        <NA>
## 680             1          TA            5        Typ          1          TA
## 681             1          TA            6        Typ          0        <NA>
## 682             1          Gd            6        Typ          1          Gd
## 683             1          Gd            7        Typ          1          TA
## 684             1          TA            7        Typ          0        <NA>
## 685             1          Gd            6       Min1          1          TA
## 686             1          Gd            7        Typ          0        <NA>
## 687             1          Gd            4        Typ          0        <NA>
## 688             1          Gd            7        Typ          1          Gd
## 689             1          Gd            6        Typ          1          Gd
## 690             1          Gd            3        Typ          1          TA
## 691             1          Gd            9        Typ          2          Gd
## 692             1          TA            4        Typ          0        <NA>
## 693             1          TA            5        Typ          0        <NA>
## 694             1          Gd            5        Typ          1          TA
## 695             1          TA            4        Typ          0        <NA>
## 696             1          TA            6        Typ          0        <NA>
## 697             1          TA            5        Typ          1          Gd
## 698             1          Gd            5        Typ          0        <NA>
## 699             1          Gd            7        Typ          1          Gd
## 700             1          TA            6        Typ          0        <NA>
## 701             1          Ex           10        Typ          1          Gd
## 702             2          Gd            8        Typ          1          Po
## 703             1          Gd            7        Typ          0        <NA>
## 704             2          Fa            7        Mod          0        <NA>
## 705             1          Gd            5        Typ          2          TA
## 706             1          Gd            6        Typ          1          Gd
## 707             1          Gd            8        Typ          1          Gd
## 708             1          TA            6        Typ          0        <NA>
## 709             1          TA            5       Maj2          0        <NA>
## 710             1          TA            7        Typ          0        <NA>
## 711             1          Gd            5        Typ          1          Gd
## 712             1          TA            6        Typ          0        <NA>
## 713             1          Gd            6        Typ          0        <NA>
## 714             1          TA            7        Typ          1          TA
## 715             1          TA            8        Typ          0        <NA>
## 716             1          Gd            5        Typ          1          Fa
## 717             1          Gd            9        Typ          1          TA
## 718             1          TA            5        Typ          1          Po
## 719             1          Gd            5        Typ          1          TA
## 720             1          Gd            3        Typ          0        <NA>
## 721             1          TA            5        Typ          0        <NA>
## 722             1          TA            7        Typ          0        <NA>
## 723             1          Ex            8        Typ          1          Gd
## 724             1          Gd            5        Typ          0        <NA>
## 725             1          Gd            5        Typ          1          Gd
## 726             1          Gd            6        Typ          0        <NA>
## 727             2          TA            9        Typ          0        <NA>
## 728             1          TA            5        Typ          0        <NA>
## 729             1          Gd            5        Typ          1          TA
## 730             1          Gd            6        Typ          1          Gd
## 731             1          Gd            8        Typ          1          TA
## 732             1          TA            6        Typ          1          TA
## 733             1          TA            6        Typ          0        <NA>
## 734             1          TA            6        Typ          2          TA
## 735             2          TA            6        Typ          0        <NA>
## 736             1          Gd            8        Typ          1          Gd
## 737             1          TA            5        Typ          0        <NA>
## 738             1          Gd            7        Typ          0        <NA>
## 739             1          TA            7        Typ          0        <NA>
## 740             1          Gd            5        Typ          0        <NA>
## 741             1          TA            6        Typ          0        <NA>
## 742             1          TA            6       Min2          1          TA
## 743             1          Gd            5        Typ          1          TA
## 744             1          Gd           11        Typ          2          TA
## 745             1          Gd            8        Typ          1          TA
## 746             1          Gd            8        Typ          1          Gd
## 747             1          Gd            7        Typ          1          TA
## 748             1          TA            9        Mod          0        <NA>
## 749             1          TA            7       Min2          0        <NA>
## 750             1          Gd            6        Typ          0        <NA>
## 751             1          Gd            6        Typ          0        <NA>
## 752             1          Ex            8        Typ          1          Gd
## 753             1          Gd            5        Typ          0        <NA>
## 754             1          TA            6        Typ          0        <NA>
## 755             1          Gd            7        Typ          0        <NA>
## 756             1          TA            6        Typ          1          TA
## 757             1          TA            6        Typ          0        <NA>
## 758             1          Gd            9        Typ          1          TA
## 759             1          TA            5        Typ          0        <NA>
## 760             1          Fa            5       Min1          0        <NA>
## 761             1          Gd            7        Typ          0        <NA>
## 762             1          Gd            8        Typ          1          Gd
## 763             1          Ex            6        Typ          1          Gd
## 764             1          Ex            6        Typ          1          Gd
## 765             1          TA            7        Typ          1          TA
## 766             1          TA            7        Mod          0        <NA>
## 767             1          Gd            8        Typ          1          Gd
## 768             1          Ex           12        Mod          1          Gd
## 769             1          TA            5        Typ          0        <NA>
## 770             1          TA            6        Typ          0        <NA>
## 771             1          TA            6        Typ          1          TA
## 772             1          TA            5        Typ          0        <NA>
## 773             1          Gd            9        Typ          1          Gd
## 774             1          TA            5        Typ          0        <NA>
## 775             1          Gd            7        Typ          0        <NA>
## 776             1          TA            5        Typ          1          Fa
## 777             2          TA           10        Typ          2          TA
## 778             1          TA            4        Typ          0        <NA>
## 779             1          TA            6        Typ          1          TA
## 780             1          Gd            7        Typ          0        <NA>
## 781             1          Gd            6        Typ          0        <NA>
## 782             1          Gd            4        Typ          1          TA
## 783             1          TA            9        Typ          1          Gd
## 784             1          TA            7        Typ          1          Gd
## 785             1          TA            7        Typ          0        <NA>
## 786             1          Gd            8        Typ          0        <NA>
## 787             1          TA            4        Typ          0        <NA>
## 788             1          Gd            9        Typ          0        <NA>
## 789             1          Gd            5        Typ          1          Gd
## 790             1          TA            5        Typ          2          TA
## 791             1          TA            8        Typ          1          TA
## 792             1          Gd            7        Typ          0        <NA>
## 793             1          Gd            7        Typ          1          TA
## 794             1          TA            7        Typ          1          TA
## 795             1          TA            7        Typ          1          TA
## 796             1          TA            4        Typ          0        <NA>
## 797             1          Ex           11        Typ          2          Gd
## 798             1          Gd            7        Typ          2          TA
## 799             1          Gd            8        Typ          0        <NA>
## 800             1          TA            5        Typ          0        <NA>
## 801             1          Gd            7        Typ          1          Gd
## 802             1          Ex           12        Typ          1          Gd
## 803             1          TA            5       Min1          0        <NA>
## 804             1          Ex            6        Typ          0        <NA>
## 805             1          TA            6        Typ          0        <NA>
## 806             1          Gd            6        Typ          1          TA
## 807             1          TA            6        Typ          1          Gd
## 808             3          TA           11        Typ          0        <NA>
## 809             1          Gd            5        Typ          1          Fa
## 810             1          Gd            4        Typ          1          Gd
## 811             1          Fa            4        Typ          0        <NA>
## 812             1          TA            7        Typ          0        <NA>
## 813             1          Fa            7        Typ          0        <NA>
## 814             1          Gd            6        Typ          0        <NA>
## 815             1          TA            4        Typ          1          Gd
## 816             1          Gd            7        Typ          2          Gd
## 817             1          TA            6        Typ          0        <NA>
## 818             1          Gd            6        Typ          1          Gd
## 819             1          Gd            6        Typ          0        <NA>
## 820             1          TA            4       Min2          0        <NA>
## 821             1          Gd            7        Typ          1          Gd
## 822             1          TA            7        Typ          1          Gd
## 823             1          Gd            7        Typ          1          Gd
## 824             1          Ex            7        Typ          1          Gd
## 825             1          Gd            5        Typ          0        <NA>
## 826             1          Gd            6        Typ          1          TA
## 827             1          TA            7       Min2          0        <NA>
## 828             1          Gd            4        Typ          0        <NA>
## 829             1          TA            6        Typ          2          Gd
## 830             1          Gd            4        Typ          0        <NA>
## 831             1          Gd            7        Typ          1          TA
## 832             1          TA            6        Typ          0        <NA>
## 833             1          TA            6        Typ          0        <NA>
## 834             1          Gd            4       Min2          0        <NA>
## 835             1          TA            5       Min2          0        <NA>
## 836             1          TA            5        Typ          0        <NA>
## 837             1          Gd            6        Typ          0        <NA>
## 838             1          TA            6        Typ          0        <NA>
## 839             1          Fa            7        Typ          0        <NA>
## 840             1          Gd            8        Typ          1          Po
## 841             1          TA            6        Typ          0        <NA>
## 842             2          TA           10        Typ          0        <NA>
## 843             1          TA            7        Typ          1          Gd
## 844             1          TA            6       Min2          2          TA
## 845             1          Gd            7        Typ          1          TA
## 846             1          TA            5        Typ          1          Fa
## 847             1          TA           10        Typ          1          Gd
## 848             1          TA            7        Typ          1          TA
## 849             1          Gd            3        Typ          0        <NA>
## 850             1          Gd            7        Typ          1          TA
## 851             1          TA            7        Typ          2          Gd
## 852             1          TA            7        Typ          1          Fa
## 853             1          TA            6        Typ          1          Gd
## 854             1          TA            6        Typ          0        <NA>
## 855             1          TA            5        Typ          0        <NA>
## 856             1          TA            6        Typ          1          TA
## 857             1          TA            6        Typ          1          TA
## 858             1          Gd            9        Typ          1          Gd
## 859             1          Gd            7        Typ          1          Gd
## 860             1          TA            6        Typ          0        <NA>
## 861             1          TA            6        Typ          0        <NA>
## 862             1          TA            6        Typ          0        <NA>
## 863             1          Gd            6        Typ          0        <NA>
## 864             1          TA            5        Typ          0        <NA>
## 865             1          Gd            6        Typ          1          Gd
## 866             1          Fa            5        Typ          0        <NA>
## 867             1          TA            7        Typ          1          TA
## 868             1          Gd            8        Typ          1          TA
## 869             1          TA            5        Typ          0        <NA>
## 870             1          Gd            7        Typ          0        <NA>
## 871             1          Gd            5        Typ          0        <NA>
## 872             1          TA            6        Typ          1          Gd
## 873             1          TA            5        Typ          0        <NA>
## 874             1          Ex           11        Typ          1          Gd
## 875             1          TA            5        Typ          0        <NA>
## 876             1          Ex           10        Typ          1          Gd
## 877             1          Gd            6       Min2          0        <NA>
## 878             1          TA            6        Typ          0        <NA>
## 879             1          TA            5        Typ          0        <NA>
## 880             1          Gd            7        Typ          1          TA
## 881             1          TA            7        Typ          1          TA
## 882             1          TA           10        Typ          0        <NA>
## 883             1          TA            5        Typ          0        <NA>
## 884             1          Gd            5        Typ          1          TA
## 885             2          TA            8        Typ          0        <NA>
## 886             1          TA            8        Typ          0        <NA>
## 887             1          Gd            8        Typ          1          TA
## 888             1          TA            6        Typ          1          TA
## 889             1          TA            6        Typ          1          Po
## 890             1          TA            7        Typ          1          TA
## 891             1          TA            6        Typ          0        <NA>
## 892             1          TA            6        Typ          1          Gd
## 893             2          TA            8        Typ          0        <NA>
## 894             1          TA            8        Typ          1          TA
## 895             1          TA            6        Typ          0        <NA>
## 896             2          TA           12        Typ          0        <NA>
## 897             1          Ex           11        Typ          2          Gd
## 898             1          TA            6        Typ          1          TA
## 899             1          TA            4        Typ          0        <NA>
## 900             1          TA            5        Typ          0        <NA>
## 901             1          Gd            8        Typ          1          Gd
## 902             1          Gd            7        Typ          1          Gd
## 903             1          TA            6        Typ          0        <NA>
## 904             1          TA            6        Typ          0        <NA>
## 905             1          Gd            8        Typ          1          Gd
## 906             1          Gd            6        Typ          1          Gd
## 907             1          TA            5        Typ          0        <NA>
## 908             1          Gd            8        Typ          1          Gd
## 909             2          TA           12        Typ          0        <NA>
## 910             1          Gd            5        Typ          0        <NA>
## 911             1          TA            6       Min1          0        <NA>
## 912             2          TA            8        Typ          0        <NA>
## 913             1          Gd            4        Typ          0        <NA>
## 914             1          TA            6        Typ          0        <NA>
## 915             1          TA            4        Typ          0        <NA>
## 916             1          TA            6        Typ          0        <NA>
## 917             1          Gd            8        Typ          1          TA
## 918             1          TA            6       Min1          1          TA
## 919             1          Gd            7        Typ          0        <NA>
## 920             2          TA            9        Typ          0        <NA>
## 921             1          Gd            6        Typ          1          Gd
## 922             1          Gd            5        Typ          1          Fa
## 923             1          TA            7        Typ          1          TA
## 924             1          Ex            6        Typ          0        <NA>
## 925             1          Ex           10        Typ          1          Gd
## 926             1          TA            9        Typ          1          Gd
## 927             1          Ex            7        Typ          1          TA
## 928             1          Gd            8        Typ          1          TA
## 929             1          Gd            7        Typ          0        <NA>
## 930             1          TA            5        Typ          0        <NA>
## 931             1          Ex            8        Typ          1          Gd
## 932             1          Gd            6        Typ          0        <NA>
## 933             1          Gd            9        Typ          1          Gd
## 934             1          TA            5        Typ          0        <NA>
## 935             1          Gd            5        Typ          0        <NA>
## 936             1          Gd            8        Typ          1          Gd
## 937             1          Gd            7        Typ          0        <NA>
## 938             1          TA           10        Typ          2          TA
## 939             2          TA            8        Typ          0        <NA>
## 940             1          Gd            8        Typ          1          TA
## 941             2          TA            8        Typ          0        <NA>
## 942             2          TA            8        Typ          0        <NA>
## 943             1          Gd            7        Typ          1          Gd
## 944             1          TA            7        Typ          0        <NA>
## 945             1          TA            6        Typ          1          TA
## 946             1          Gd            9        Typ          1          Gd
## 947             1          Gd            7        Typ          1          TA
## 948             1          Gd            5        Typ          1          TA
## 949             1          Gd            5        Typ          0        <NA>
## 950             1          TA            6        Typ          0        <NA>
## 951             1          TA            5        Typ          0        <NA>
## 952             1          TA            7       Min2          1          Po
## 953             0          TA            4        Typ          0        <NA>
## 954             2          TA            8        Typ          0        <NA>
## 955             1          TA            5        Typ          1          TA
## 956             1          TA            6        Typ          0        <NA>
## 957             1          Gd            6        Typ          0        <NA>
## 958             1          Gd            6        Typ          0        <NA>
## 959             1          TA            4        Typ          0        <NA>
## 960             1          TA           11        Typ          1          TA
## 961             1          Gd            7        Typ          1          TA
## 962             1          Ex            7        Typ          0        <NA>
## 963             1          Gd            8        Typ          1          Gd
## 964             1          Gd            8        Typ          1          Gd
## 965             1          TA            7       Min2          2          TA
## 966             1          TA            6        Typ          0        <NA>
## 967             1          TA            6        Typ          0        <NA>
## 968             1          TA            6        Typ          0        <NA>
## 969             1          TA            6        Typ          0        <NA>
## 970             1          Gd            6        Typ          0        <NA>
## 971             1          TA            5        Typ          1          TA
## 972             1          Gd            6        Typ          0        <NA>
## 973             1          Gd            8        Typ          0        <NA>
## 974             1          Gd            6        Typ          0        <NA>
## 975             1          Fa            4        Typ          0        <NA>
## 976             1          Gd            4        Typ          0        <NA>
## 977             1          TA            5        Typ          0        <NA>
## 978             1          TA            5        Typ          0        <NA>
## 979             1          Ex            6        Typ          0        <NA>
## 980             1          Gd            8        Typ          1          TA
## 981             1          Gd            6        Typ          1          Gd
## 982             1          Gd            9        Typ          1          Gd
## 983             2          Gd            8        Typ          0        <NA>
## 984             1          TA            5        Typ          0        <NA>
## 985             1          Gd            5        Typ          0        <NA>
## 986             1          Ex            8        Typ          1          Gd
## 987             1          Gd            8        Typ          1          TA
## 988             1          Gd            6        Typ          0        <NA>
## 989             1          Gd            7        Typ          1          TA
## 990             1          Gd            8        Typ          1          Gd
## 991             1          Gd            7        Typ          1          Fa
## 992             1          Gd            6        Typ          0        <NA>
## 993             1          Ex            7        Typ          1          Gd
## 994             1          TA            5        Typ          0        <NA>
## 995             1          TA            6        Typ          0        <NA>
## 996             1          TA            6        Typ          1          TA
## 997             1          TA            6        Typ          1          Gd
## 998             1          Gd            6        Typ          0        <NA>
## 999             1          Fa            4       Min1          0        <NA>
## 1000            1          Ex            4        Typ          0        <NA>
## 1001            1          Gd            7        Typ          1          Gd
## 1002            2          TA            8        Typ          0        <NA>
## 1003            1          Gd            7        Typ          1          Gd
## 1004            1          TA            6        Typ          0        <NA>
## 1005            1          TA            7        Typ          1          TA
## 1006            1          TA            6        Typ          0        <NA>
## 1007            1          Gd            7        Typ          1          Gd
## 1008            1          TA            7        Typ          0        <NA>
## 1009            1          TA            7        Typ          1          Gd
## 1010            2          TA            8        Typ          0        <NA>
## 1011            1          Gd            7        Typ          2          TA
## 1012            1          TA            4       Maj2          0        <NA>
## 1013            1          TA            5        Typ          1          Gd
## 1014            1          Gd            6        Typ          0        <NA>
## 1015            1          Gd            6        Typ          1          TA
## 1016            1          Gd            4        Typ          1          Ex
## 1017            1          Gd            7        Typ          1          TA
## 1018            1          Gd            6        Typ          1          Gd
## 1019            1          Gd            5        Typ          0        <NA>
## 1020            1          Gd            6        Typ          0        <NA>
## 1021            1          TA            6        Typ          0        <NA>
## 1022            1          Gd            7        Typ          1          Gd
## 1023            1          Gd           10        Typ          1          Gd
## 1024            1          TA            5        Typ          0        <NA>
## 1025            1          TA            6        Typ          2          Gd
## 1026            1          Gd            7        Typ          1          Gd
## 1027            1          TA            6        Typ          1          Gd
## 1028            1          TA            7        Typ          0        <NA>
## 1029            2          TA           10        Typ          0        <NA>
## 1030            1          TA           12        Typ          2          TA
## 1031            1          Gd           10        Typ          1          TA
## 1032            1          Gd            6        Typ          0        <NA>
## 1033            1          Fa            5        Typ          1          Gd
## 1034            1          TA            5        Typ          0        <NA>
## 1035            1          Ex            6        Typ          1          Ex
## 1036            1          Gd            7        Typ          1          TA
## 1037            1          TA            6        Typ          1          TA
## 1038            1          TA            3        Typ          0        <NA>
## 1039            1          TA            8       Maj1          1          TA
## 1040            1          Gd            7        Typ          0        <NA>
## 1041            1          Gd            5        Typ          1          Gd
## 1042            1          Gd           10        Typ          1          Ex
## 1043            1          Gd            9        Typ          1          Gd
## 1044            1          TA            8       Min2          1          Gd
## 1045            1          Ex           11        Typ          1          Gd
## 1046            1          TA            5        Typ          0        <NA>
## 1047            1          TA            9       Min1          1          TA
## 1048            1          Gd            6        Typ          0        <NA>
## 1049            1          Gd            6        Typ          0        <NA>
## 1050            1          Gd            6        Typ          1          Gd
## 1051            1          TA            9        Typ          1          TA
## 1052            1          TA            7       Min2          1          Gd
## 1053            1          Gd            7        Typ          1          Gd
## 1054            1          TA            7        Typ          1          TA
## 1055            1          Gd            6        Typ          1          Gd
## 1056            1          Gd            7        Typ          1          Gd
## 1057            1          Ex           10        Typ          1          Gd
## 1058            1          TA            7        Typ          1          Gd
## 1059            1          Gd            6        Typ          0        <NA>
## 1060            1          TA            6        Typ          0        <NA>
## 1061            2          TA           10       Min2          0        <NA>
## 1062            1          Gd            5        Typ          1          Gd
## 1063            1          TA            6        Typ          1          Po
## 1064            1          Gd            7        Typ          0        <NA>
## 1065            1          TA            7        Typ          1          TA
## 1066            1          TA            7        Typ          0        <NA>
## 1067            1          TA           10       Maj1          1          Gd
## 1068            1          Gd            4        Typ          0        <NA>
## 1069            1          TA            6        Typ          0        <NA>
## 1070            1          TA            8        Typ          0        <NA>
## 1071            1          TA            7        Typ          1          TA
## 1072            1          TA            6        Typ          0        <NA>
## 1073            1          Gd            5        Typ          0        <NA>
## 1074            1          TA            6        Typ          2          Gd
## 1075            1          Gd            7       Min1          1          TA
## 1076            1          TA            6        Typ          0        <NA>
## 1077            1          Gd            3        Typ          1          Gd
## 1078            1          TA            5        Typ          0        <NA>
## 1079            1          Gd            5        Typ          0        <NA>
## 1080            1          TA            5        Typ          0        <NA>
## 1081            1          Gd            6        Typ          1          Gd
## 1082            1          TA            6        Typ          2          Gd
## 1083            1          TA            6        Typ          1          TA
## 1084            1          Gd            5        Typ          0        <NA>
## 1085            1          TA            6        Typ          0        <NA>
## 1086            1          Gd            9        Typ          1          Gd
## 1087            1          Gd            7       Maj1          0        <NA>
## 1088            1          Gd            4        Typ          1          Gd
## 1089            2          TA            6        Typ          0        <NA>
## 1090            1          Gd            4        Typ          0        <NA>
## 1091            1          TA            7        Typ          1          Gd
## 1092            1          Gd            6        Typ          0        <NA>
## 1093            1          TA            4        Typ          0        <NA>
## 1094            1          Gd            6        Typ          1          Gd
## 1095            1          Gd            7        Typ          0        <NA>
## 1096            1          Gd            5        Typ          0        <NA>
## 1097            1          TA            6        Typ          0        <NA>
## 1098            1          TA            7        Typ          1          TA
## 1099            1          Fa            3        Typ          0        <NA>
## 1100            1          TA            5        Typ          0        <NA>
## 1101            1          TA            6        Typ          0        <NA>
## 1102            1          TA            6        Typ          1          Fa
## 1103            1          TA            6        Typ          0        <NA>
## 1104            1          Gd            9        Typ          2          TA
## 1105            1          Gd            6        Typ          1          TA
## 1106            1          Gd            9        Typ          1          Gd
## 1107            1          TA            7        Typ          1          TA
## 1108            1          Gd            7        Typ          1          Gd
## 1109            1          TA            8        Typ          1          TA
## 1110            1          TA            8        Typ          1          Gd
## 1111            1          TA            5        Typ          0        <NA>
## 1112            1          Gd            6        Typ          0        <NA>
## 1113            1          Gd            4        Typ          0        <NA>
## 1114            1          Ex            7        Typ          1          Gd
## 1115            1          Gd            7        Typ          1          TA
## 1116            1          Gd            5        Typ          0        <NA>
## 1117            1          TA            6       Min2          0        <NA>
## 1118            1          TA            6        Typ          0        <NA>
## 1119            1          TA            6        Typ          1          Gd
## 1120            1          Gd            7        Typ          0        <NA>
## 1121            1          TA            5        Typ          0        <NA>
## 1122            1          TA            4        Typ          0        <NA>
## 1123            1          Gd            7        Typ          1          TA
## 1124            1          Fa            5        Typ          1          TA
## 1125            1          Gd            7        Typ          1          TA
## 1126            1          Gd            7        Typ          1          Gd
## 1127            1          Gd            8        Typ          1          Gd
## 1128            1          TA            4        Typ          0        <NA>
## 1129            1          Gd            7       Min2          2          TA
## 1130            1          TA            5        Typ          0        <NA>
## 1131            1          Fa            8        Typ          0        <NA>
## 1132            1          Gd            8        Typ          1          TA
## 1133            1          TA            7        Typ          1          TA
## 1134            1          TA            5        Typ          1          Gd
## 1135            1          TA            6        Typ          0        <NA>
## 1136            1          TA            6        Typ          0        <NA>
## 1137            1          Gd            5        Typ          2          TA
## 1138            1          TA            6       Maj1          1          Gd
## 1139            1          TA            4        Typ          0        <NA>
## 1140            1          Gd            9        Typ          1          TA
## 1141            1          Gd           11        Typ          1          TA
## 1142            1          TA            5        Typ          0        <NA>
## 1143            1          Fa            5        Typ          0        <NA>
## 1144            1          TA            8        Typ          1          Gd
## 1145            1          Gd            5        Typ          1          TA
## 1146            1          Fa            7        Typ          1          Gd
## 1147            1          TA            5        Typ          1          Gd
## 1148            1          TA            7        Typ          0        <NA>
## 1149            1          Gd            4        Typ          1          Gd
## 1150            1          Fa            6        Typ          2          Gd
## 1151            1          Ex            6        Typ          1          Gd
## 1152            1          TA            5        Typ          0        <NA>
## 1153            1          Gd            8        Typ          2          Gd
## 1154            1          Gd            6        Typ          1          Fa
## 1155            1          Gd            6        Typ          1          Gd
## 1156            1          Gd            6        Typ          1          Gd
## 1157            1          Gd            7        Typ          0        <NA>
## 1158            1          Gd            8        Typ          1          TA
## 1159            1          TA            7        Typ          1          TA
## 1160            1          Gd            7        Typ          1          Gd
## 1161            1          TA            5        Typ          1          Po
## 1162            2          TA            6        Typ          0        <NA>
## 1163            1          Gd            5        Typ          1          TA
## 1164            1          Gd            7        Typ          0        <NA>
## 1165            1          Gd            7        Typ          0        <NA>
## 1166            1          TA            7        Typ          1          TA
## 1167            1          Gd            7        Typ          2          TA
## 1168            1          Gd           10        Typ          1          TA
## 1169            1          TA            6        Typ          1          Po
## 1170            1          TA            6        Typ          1          TA
## 1171            1          Gd            5        Typ          0        <NA>
## 1172            1          Ex           12       Maj1          1          Gd
## 1173            1          TA            9        Typ          1          Gd
## 1174            1          Gd            9        Typ          1          TA
## 1175            1          TA            5        Typ          0        <NA>
## 1176            1          TA            5        Typ          0        <NA>
## 1177            1          TA            7        Typ          1          Gd
## 1178            1          TA            5       Min2          1          Gd
## 1179            1          TA            8        Typ          0        <NA>
## 1180            1          Gd            5        Typ          1          Gd
## 1181            1          TA            5        Typ          1          Gd
## 1182            1          TA            5        Typ          2          TA
## 1183            1          TA            7        Typ          0        <NA>
## 1184            2          TA            7        Typ          0        <NA>
## 1185            1          Gd            5        Typ          1          Fa
## 1186            1          Gd            7        Typ          0        <NA>
## 1187            1          Gd            7        Typ          1          TA
## 1188            1          TA            7        Typ          1          TA
## 1189            1          Gd            5        Typ          0        <NA>
## 1190            1          Gd            6        Typ          0        <NA>
## 1191            1          TA            5        Typ          0        <NA>
## 1192            1          TA            7        Typ          0        <NA>
## 1193            1          Gd            8        Typ          0        <NA>
## 1194            1          Gd            9        Typ          1          Gd
## 1195            1          TA            7        Typ          1          Gd
## 1196            1          Gd            6        Typ          0        <NA>
## 1197            1          TA            6        Typ          1          Po
## 1198            1          TA            5        Typ          0        <NA>
## 1199            1          Gd            6        Typ          0        <NA>
## 1200            1          TA            5        Typ          1          Fa
## 1201            1          Gd            6        Typ          1          TA
## 1202            1          TA            6        Typ          0        <NA>
## 1203            1          Gd            7        Typ          1          TA
## 1204            1          TA            5        Typ          0        <NA>
## 1205            1          Gd            7        Typ          0        <NA>
## 1206            1          TA            6        Typ          0        <NA>
## 1207            1          Gd            8        Typ          1          Gd
## 1208            1          Gd            8        Typ          1          TA
## 1209            1          TA            8        Typ          0        <NA>
## 1210            1          TA            4        Typ          0        <NA>
## 1211            1          TA            3        Typ          0        <NA>
## 1212            1          TA            6        Typ          0        <NA>
## 1213            1          TA            5        Typ          0        <NA>
## 1214            2          TA            8        Typ          0        <NA>
## 1215            1          Gd            6        Typ          0        <NA>
## 1216            1          TA            3        Typ          0        <NA>
## 1217            1          TA            7        Typ          0        <NA>
## 1218            1          TA            5        Typ          0        <NA>
## 1219            1          TA            5        Typ          1          TA
## 1220            1          TA            7        Typ          1          Gd
## 1221            1          TA            7        Mod          0        <NA>
## 1222            1          Gd            8        Typ          1          Gd
## 1223            1          TA            6        Typ          0        <NA>
## 1224            1          Gd            9        Typ          1          Gd
## 1225            1          Gd            5        Typ          0        <NA>
## 1226            1          Ex            7        Typ          1          Gd
## 1227            1          TA            7       Maj1          0        <NA>
## 1228            2          TA           12        Typ          1          TA
## 1229            1          TA            6        Typ          0        <NA>
## 1230            2          TA            6        Typ          0        <NA>
## 1231            1          TA            6        Typ          0        <NA>
## 1232            1          TA            7        Typ          0        <NA>
## 1233            1          TA            9        Typ          0        <NA>
## 1234            1          Gd            6        Typ          0        <NA>
##      GarageType GarageYrBlt GarageFinish GarageCars GarageArea GarageQual
## 1        Attchd        2003          RFn          2        548         TA
## 2        Attchd        1976          RFn          2        460         TA
## 3        Attchd        2001          RFn          2        608         TA
## 4        Detchd        1998          Unf          3        642         TA
## 5        Attchd        2000          RFn          3        836         TA
## 6        Attchd        1993          Unf          2        480         TA
## 7        Attchd        2004          RFn          2        636         TA
## 8        Attchd        1973          RFn          2        484         TA
## 9        Detchd        1931          Unf          2        468         Fa
## 10       Attchd        1939          RFn          1        205         Gd
## 11       Detchd        1965          Unf          1        384         TA
## 12      BuiltIn        2005          Fin          3        736         TA
## 13       Detchd        1962          Unf          1        352         TA
## 14       Attchd        2006          RFn          3        840         TA
## 15       Attchd        1960          RFn          1        352         TA
## 16       Detchd        1991          Unf          2        576         TA
## 17       Attchd        1970          Fin          2        480         TA
## 18      CarPort        1967          Unf          2        516         TA
## 19       Detchd        2004          Unf          2        576         TA
## 20       Attchd        1958          Unf          1        294         TA
## 21      BuiltIn        2005          RFn          3        853         TA
## 22       Attchd        1930          Unf          1        280         TA
## 23       Attchd        2002          RFn          2        534         TA
## 24       Attchd        1976          Unf          2        572         TA
## 25       Attchd        1968          Unf          1        270         TA
## 26       Attchd        2007          RFn          3        890         TA
## 27       Detchd        2005          Unf          2        576         TA
## 28       Attchd        2008          RFn          3        772         TA
## 29       Attchd        1957          RFn          1        319         TA
## 30       Detchd        1920          Unf          1        240         Fa
## 31       Detchd        1920          Unf          1        250         TA
## 32       Attchd        1966          Unf          1        271         TA
## 33       Attchd        2007          RFn          2        484         TA
## 34       Attchd        1959          RFn          2        447         TA
## 35       Attchd        2005          Fin          2        556         TA
## 36      BuiltIn        2004          Fin          3        691         TA
## 37       Attchd        1995          Unf          2        672         TA
## 38       Attchd        1954          Fin          2        498         TA
## 39       Detchd        1953          Unf          1        246         TA
## 40         <NA>          NA         <NA>          0          0       <NA>
## 41       Attchd        1965          RFn          2        440         TA
## 42       Attchd        1959          RFn          1        308         TA
## 43       Attchd        1983          RFn          2        504         TA
## 44       Detchd        1977          Unf          1        308         TA
## 45       Attchd        1959          RFn          1        300         TA
## 46       Attchd        2005          RFn          2        576         TA
## 47       Attchd        2003          RFn          2        670         TA
## 48       Attchd        2006          RFn          3        826         TA
## 49         <NA>          NA         <NA>          0          0       <NA>
## 50       Attchd        1966          Unf          1        386         TA
## 51       Attchd        1997          Fin          2        388         TA
## 52       Detchd        1985          Unf          2        528         TA
## 53      CarPort        1963          Unf          2        516         TA
## 54       Attchd        1981          Fin          3        894         TA
## 55       Detchd        1962          Unf          2        572         TA
## 56       Attchd        1964          RFn          2        576         TA
## 57       Attchd        1999          Fin          2        480         TA
## 58       Attchd        2004          RFn          2        565         TA
## 59      BuiltIn        2006          Fin          3        641         TA
## 60       Detchd        1973          Unf          1        352         TA
## 61       Detchd        2006          Unf          2        576         TA
## 62       Detchd        1935          Unf          1        288         TA
## 63       Attchd        2006          RFn          2        484         TA
## 64       Detchd        1990          Unf          2        480         TA
## 65       Attchd        1998          RFn          2        645         TA
## 66      BuiltIn        2004          RFn          3        852         TA
## 67       Attchd        1970          RFn          2        576         TA
## 68       Attchd        2003          RFn          2        558         TA
## 69       Attchd        1945          Unf          1        220         TA
## 70       Attchd        1953          Fin          2        667         TA
## 71       Attchd        1973          Fin          2        516         TA
## 72       Detchd        1987          Unf          2        360         TA
## 73       Attchd        1998          Fin          2        427         TA
## 74       Attchd        1989          Unf          2        490         TA
## 75       Detchd        1915          Unf          1        379         TA
## 76      BuiltIn        1973          Unf          1        297         TA
## 77       Detchd        1956          Unf          1        283         TA
## 78       Detchd        1948          Unf          1        240         TA
## 79         <NA>          NA         <NA>          0          0       <NA>
## 80       Detchd        1966          Unf          2        440         TA
## 81       Attchd        1968          Fin          1        509         TA
## 82       Attchd        1998          Fin          2        405         TA
## 83       Attchd        2007          RFn          3        758         TA
## 84       Detchd        1974          Unf          2        461         TA
## 85      BuiltIn        1995          Fin          2        400         TA
## 86       Attchd        1991          Unf          2        462         TA
## 87      BuiltIn        2005          Fin          2        400         TA
## 88       Detchd        2009          RFn          2        528         TA
## 89         <NA>          NA         <NA>          0          0       <NA>
## 90         <NA>          NA         <NA>          0          0       <NA>
## 91       Detchd        1950          Unf          2        420         TA
## 92       Attchd        1961          Unf          2        480         TA
## 93       Detchd        1921          Unf          2        432         TA
## 94       Detchd        1900          Unf          2        506         TA
## 95       Attchd        1997          RFn          2        684         TA
## 96      BuiltIn        1993          Fin          2        420         TA
## 97       Attchd        1999          RFn          2        472         TA
## 98       Attchd        1965          Fin          1        432         TA
## 99      Basment        1920          Unf          1        366         Fa
## 100        <NA>          NA         <NA>          0          0       <NA>
## 101      Attchd        1977          RFn          2        480         TA
## 102      Attchd        1985          Fin          2        476         TA
## 103      Attchd        1979          Unf          2        410         TA
## 104      Attchd        2009          RFn          3        740         TA
## 105      Detchd        1951          Unf          1        240         TA
## 106      Attchd        2003          RFn          2        648         TA
## 107      Detchd        1954          Unf          1        273         Fa
## 108      Detchd        1948          Unf          1        250         TA
## 109        <NA>          NA         <NA>          0          0       <NA>
## 110      Attchd        1977          RFn          2        546         TA
## 111      Attchd        1954          Unf          1        325         TA
## 112     BuiltIn        2000          Fin          2        400         TA
## 113     BuiltIn        2007          Fin          3        792         TA
## 114     Basment        1953          Unf          2        450         TA
## 115      Detchd        1945          Unf          1        180         TA
## 116      Detchd        1999          Unf          2        440         TA
## 117      Attchd        1962          Unf          1        288         TA
## 118      Attchd        2007          Unf          2        430         TA
## 119      Attchd        1990          Unf          3        594         TA
## 120      Attchd        2005          Fin          2        390         TA
## 121      Attchd        1969          Unf          2        540         TA
## 122      Detchd        1979          Unf          1        264         TA
## 123      Attchd        1958          Unf          1        288         TA
## 124      Attchd        1993          RFn          2        530         TA
## 125      Attchd        1979          Unf          2        435         TA
## 126        <NA>          NA         <NA>          0          0       <NA>
## 127      Attchd        1977          RFn          2        440         TA
## 128        <NA>          NA         <NA>          0          0       <NA>
## 129      Attchd        1966          RFn          2        453         TA
## 130      2Types        1998          RFn          2        750         TA
## 131      Attchd        1966          Fin          2        487         TA
## 132     BuiltIn        2000          RFn          2        390         TA
## 133      Detchd        1974          Unf          2        624         TA
## 134      Attchd        2001          Fin          2        471         TA
## 135      Attchd        1968          RFn          2        440         TA
## 136      Attchd        1970          Unf          2        530         TA
## 137      Attchd        1967          RFn          1        318         TA
## 138      2Types        1989          Unf          3        766         TA
## 139      Attchd        1999          Fin          3        660         TA
## 140      Attchd        1997          RFn          2        470         TA
## 141        <NA>          NA         <NA>          0          0       <NA>
## 142      Attchd        2005          Fin          2        660         TA
## 143      Detchd        2000          Unf          2        720         TA
## 144      Attchd        1999          RFn          2        577         TA
## 145      Detchd        1963          Unf          2        504         TA
## 146      Detchd        2004          Unf          2        380         TA
## 147      Detchd        1931          Unf          1        180         Fa
## 148     BuiltIn        2001          Fin          2        434         TA
## 149        <NA>          NA         <NA>          0          0       <NA>
## 150      Detchd        1936          Unf          1        240         Fa
## 151      Attchd        1975          Unf          2        440         TA
## 152      Attchd        2007          RFn          3        866         TA
## 153      Attchd        1971          RFn          2        495         TA
## 154      Attchd        1960          RFn          2        564         TA
## 155      Detchd        1923          Unf          1        312         Fa
## 156        <NA>          NA         <NA>          0          0       <NA>
## 157      Detchd        1950          Unf          2        625         TA
## 158     BuiltIn        2009          Fin          3        680         TA
## 159      Attchd        2004          RFn          2        678         TA
## 160      Attchd        2006          RFn          2        576         TA
## 161      Attchd        1984          Unf          2        516         TA
## 162     BuiltIn        2003          Fin          3        726         TA
## 163      Attchd        2005          RFn          2        532         TA
## 164        <NA>          NA         <NA>          0          0       <NA>
## 165      Detchd        1926          Unf          1        216         TA
## 166        <NA>          NA         <NA>          0          0       <NA>
## 167      Attchd        1955          Fin          1        303         TA
## 168      Attchd        2007          Fin          3        789         TA
## 169      Attchd        2004          Fin          2        440         TA
## 170      Attchd        1981          RFn          2        511         TA
## 171      Detchd        1991          Unf          2        660         TA
## 172      Attchd        1960          Fin          2        528         TA
## 173      Attchd        1987          RFn          2        504         Gd
## 174      Attchd        1961          Unf          2        504         TA
## 175      Attchd        1986          Fin          2        616         TA
## 176      Attchd        1950          Unf          2        576         TA
## 177      Attchd        1988          Unf          2        521         TA
## 178      Attchd        1958          Unf          2        451         TA
## 179      Attchd        2009          Fin          3       1166         TA
## 180      Detchd        1935          Unf          2        480         Fa
## 181      Detchd        2000          Unf          2        440         TA
## 182      Detchd        1920          Unf          1        216         Fa
## 183      Attchd        1957          RFn          1        252         TA
## 184      Detchd        2003          Unf          2        484         TA
## 185      Attchd        1986          Unf          2        576         TA
## 186      Detchd        1993          Unf          3        840         Ex
## 187      Attchd        1990          Unf          2        497         TA
## 188      Detchd        1916          Unf          1        180         Fa
## 189      Detchd        1979          Unf          2        528         TA
## 190      Attchd        2001          Fin          2        682         TA
## 191      Detchd        1932          Unf          2        440         TA
## 192      Attchd        1972          Fin          2        484         TA
## 193      Attchd        1999          Fin          2        666         TA
## 194      Detchd        2004          Unf          2        380         TA
## 195      Detchd        1989          Unf          1        352         TA
## 196      Attchd        1976          Unf          2        440         TA
## 197      Attchd        2007          Fin          3        786         TA
## 198      Detchd        1918          Unf          2        795         TA
## 199        <NA>          NA         <NA>          0          0       <NA>
## 200      Attchd        2004          Fin          3        856         TA
## 201      Attchd        2003          RFn          2        440         TA
## 202      Detchd        1980          Unf          2        473         TA
## 203      Attchd        1924          Unf          1        398         TA
## 204      Attchd        2004          RFn          2        420         TA
## 205      Detchd        1948          Unf          1        240         TA
## 206      Attchd        1990          RFn          2        500         TA
## 207      Attchd        1962          RFn          1        349         TA
## 208      Attchd        1960          RFn          1        312         TA
## 209      Attchd        1988          Fin          2        454         TA
## 210      Attchd        1964          RFn          2        504         TA
## 211        <NA>          NA         <NA>          0          0       <NA>
## 212      Attchd        2009          RFn          2        460         TA
## 213      Attchd        2009          RFn          2        644         TA
## 214      Attchd        1996          Unf          2        576         TA
## 215      Attchd        1977          Fin          1        299         TA
## 216      Attchd        1957          Unf          1        447         TA
## 217      Attchd        2004          Unf          2        484         TA
## 218      Detchd        1940          Unf          1        210         TA
## 219      Attchd        1939          Unf          2        431         TA
## 220      Attchd        2005          Fin          2        438         TA
## 221      Attchd        2006          RFn          2        675         TA
## 222     BuiltIn        2002          RFn          2        390         TA
## 223      Attchd        1975          RFn          2        434         TA
## 224      Detchd        1989          Unf          2        576         TA
## 225      Attchd        2003          Fin          3        968         TA
## 226      Detchd        1991          Unf          1        280         TA
## 227      Attchd        1995          RFn          3        721         TA
## 228      Detchd        1987          Unf          1        280         TA
## 229      Detchd        1974          Unf          1        336         TA
## 230      Attchd        2005          Fin          2        430         TA
## 231      Attchd        1959          RFn          1        312         TA
## 232      Attchd        1995          Fin          3        810         TA
## 233      Attchd        1972          Unf          1        288         TA
## 234      Attchd        1976          Unf          1        308         TA
## 235     BuiltIn        2002          Fin          2        440         TA
## 236      Detchd        1971          Unf          1        264         TA
## 237      Attchd        2004          RFn          2        494         TA
## 238      Attchd        1993          RFn          2        457         TA
## 239      Attchd        2007          Fin          3        818         TA
## 240      Detchd        1949          Unf          1        220         TA
## 241      Attchd        2008          RFn          2        750         TA
## 242        <NA>          NA         <NA>          0          0       <NA>
## 243      Attchd        1940          Unf          1        352         Fa
## 244      Attchd        1980          RFn          1        288         TA
## 245      Attchd        1994          RFn          2        463         TA
## 246      Attchd        1988          Fin          2        604         TA
## 247      Detchd        1910          Unf          1        440         Po
## 248      Attchd        1954          Unf          2        451         TA
## 249      Attchd        2003          RFn          2        500         TA
## 250      Attchd        1958          Fin          2        389         TA
## 251        <NA>          NA         <NA>          0          0       <NA>
## 252      Attchd        2006          Fin          2        538         TA
## 253      Attchd        2004          RFn          2        520         TA
## 254      Attchd        1964          RFn          1        309         TA
## 255      Attchd        1957          RFn          1        294         TA
## 256     BuiltIn        1999          Fin          2        429         TA
## 257      Attchd        2003          RFn          2        673         TA
## 258      Attchd        2006          RFn          2        660         TA
## 259      Attchd        2001          RFn          2        564         TA
## 260      Detchd        1956          Unf          1        308         TA
## 261      Attchd        1991          Unf          2        884         TA
## 262     BuiltIn        2007          Fin          3        868         TA
## 263      Attchd        1978          Unf          2        492         TA
## 264      Detchd        1974          Unf          2        484         TA
## 265      Detchd        1965          Unf          2        504         TA
## 266      Attchd        1981          Fin          2        576         TA
## 267      Attchd        1997          Fin          2        413         TA
## 268      Detchd        1939          Unf          1        240         TA
## 269      Detchd        1966          Fin          1        924         Ex
## 270      Attchd        1987          RFn          1        504         TA
## 271      Attchd        2006          RFn          3       1053         TA
## 272      Attchd        1954          Unf          2        439         TA
## 273      Attchd        1999          Fin          3        671         TA
## 274      Attchd        1958          RFn          1        338         TA
## 275      Attchd        1982          Unf          1        264         TA
## 276      Detchd        1978          Unf          2        672         TA
## 277      Attchd        2003          Fin          2        573         TA
## 278      Detchd        1951          Unf          2        400         TA
## 279      Attchd        2007          Fin          3        732         TA
## 280      Attchd        1977          Fin          2        505         TA
## 281      Attchd        1989          Fin          2        575         TA
## 282      Attchd        2006          Fin          2        572         TA
## 283      Attchd        2008          RFn          2        626         TA
## 284      Attchd        2008          Fin          3        898         TA
## 285      Attchd        1992          RFn          2        529         TA
## 286      Detchd        2006          RFn          2        528         TA
## 287      Attchd        1962          RFn          2        440         TA
## 288        <NA>          NA         <NA>          0          0       <NA>
## 289      Detchd        1970          Unf          1        280         TA
## 290      Detchd        2003          Unf          1        384         TA
## 291      Attchd        2006          RFn          2        685         Gd
## 292        <NA>          NA         <NA>          0          0       <NA>
## 293      Attchd        1949          Unf          1        281         TA
## 294      Attchd        1977          Fin          2        539         TA
## 295      Attchd        1953          Fin          2        418         TA
## 296      Detchd        1984          Unf          2        588         TA
## 297      Attchd        1950          Unf          1        282         TA
## 298      Detchd        1997          RFn          2        576         TA
## 299      Attchd        1968          Unf          2        539         TA
## 300      Attchd        1950          Unf          1        300         TA
## 301      Attchd        1953          Unf          1        375         TA
## 302     BuiltIn        1998          Fin          2        683         TA
## 303      Attchd        2001          RFn          3        843         TA
## 304      Attchd        1975          Unf          2        552         TA
## 305      Attchd        2003          Unf          3        870         TA
## 306      Attchd        2004          Fin          3        888         TA
## 307      Attchd        1990          RFn          3        746         TA
## 308        <NA>          NA         <NA>          0          0       <NA>
## 309      Detchd        1961          Unf          2        539         TA
## 310      Attchd        2003          Fin          3        708         TA
## 311      Attchd        1993          Fin          2        420         TA
## 312      Detchd        1948          Unf          1        240         TA
## 313      Detchd        1939          Unf          2        410         TA
## 314      Attchd        1965          RFn          2        513         TA
## 315      Detchd        1925          Unf          2        546         Fa
## 316      Attchd        2004          Fin          2        432         TA
## 317      Attchd        1983          RFn          2        484         TA
## 318      Attchd        2006          RFn          3       1025         TA
## 319      Attchd        1993          RFn          3        656         TA
## 320      Attchd        1980          Unf          2        588         TA
## 321      Attchd        2006          RFn          3        840         TA
## 322     BuiltIn        2004          Fin          3        872         TA
## 323      Attchd        1987          Fin          2        576         TA
## 324      Attchd        1955          Unf          1        220         Fa
## 325     BuiltIn        1961          Fin          2        564         TA
## 326      Detchd        1941          Unf          2        360         TA
## 327      Attchd        1993          Fin          2        473         TA
## 328      Attchd        1960          RFn          1        292         TA
## 329      Detchd        1930          Unf          2        441         TA
## 330      Detchd        1920          Unf          1        189         Fa
## 331      Detchd        2002          Unf          1        352         TA
## 332      Attchd        1958          RFn          1        308         TA
## 333      Attchd        2003          RFn          3        880         TA
## 334      Attchd        2004          RFn          2        484         TA
## 335      Attchd        1998          Fin          2        472         TA
## 336      Attchd        1965          Fin          2        529         TA
## 337      Attchd        2005          Fin          3        676         TA
## 338      Attchd        2002          RFn          2        532         TA
## 339      Attchd        1984          RFn          2        440         TA
## 340      Attchd        1958          Unf          1        297         TA
## 341      Attchd        2002          Fin          2        431         TA
## 342     CarPort        1950          Unf          1        294         TA
## 343      Detchd        1949          Unf          2        400         TA
## 344      Attchd        2005          RFn          2        564         TA
## 345      Attchd        1976          Unf          1        336         TA
## 346      Detchd        1939          Unf          1        312         TA
## 347      Attchd        1960          RFn          1        301         TA
## 348      Attchd        1960          Unf          2        498         TA
## 349     BuiltIn        2003          RFn          2        474         TA
## 350      Attchd        2006          Fin          3        706         TA
## 351      Attchd        2007          RFn          2        617         TA
## 352      Attchd        1986          RFn          2        445         TA
## 353      Detchd        1941          Unf          1        200         TA
## 354      Detchd        2005          Unf          2        484         TA
## 355      Attchd        1940          Unf          1        240         TA
## 356      Attchd        1995          RFn          2        521         TA
## 357      Attchd        1992          RFn          2        400         TA
## 358      Attchd        1976          Fin          2        528         TA
## 359     BuiltIn        1958          Unf          1        288         TA
## 360      Attchd        1998          RFn          2        592         TA
## 361      Attchd        1978          RFn          2        470         TA
## 362      Detchd        1940          Unf          1        240         TA
## 363     BuiltIn        2003          RFn          2        672         TA
## 364      Detchd        1972          Unf          1        264         TA
## 365      Attchd        1976          Fin          2        566         TA
## 366      Detchd        1964          Unf          1        468         TA
## 367      Attchd        1963          RFn          2        514         TA
## 368     Basment        1962          RFn          1        296         TA
## 369      Attchd        1954          Fin          1        244         TA
## 370      Detchd        1997          Fin          2        576         TA
## 371      Attchd        2000          RFn          2        460         TA
## 372      Detchd        1991          Fin          2        680         TA
## 373      Attchd        1984          Unf          1        264         TA
## 374      Attchd        1953          Unf          1        270         TA
## 375     BuiltIn        2003          Fin          2        434         TA
## 376        <NA>          NA         <NA>          0          0       <NA>
## 377      Detchd        1998          Unf          2        576         TA
## 378      Attchd        2004          RFn          2        610         TA
## 379      Attchd        2010          Fin          3        834         TA
## 380      Attchd        2000          Fin          2        463         TA
## 381      Detchd        1924          Unf          1        308         TA
## 382      Attchd        2006          RFn          2        572         TA
## 383      Attchd        2006          RFn          2        639         TA
## 384      Detchd        1950          Unf          2        360         Fa
## 385      Attchd        1992          Fin          2        501         TA
## 386      Attchd        2004          Fin          2        430         TA
## 387        <NA>          NA         <NA>          0          0       <NA>
## 388      Detchd        1977          Unf          1        352         TA
## 389      Attchd        1999          RFn          2        577         TA
## 390     BuiltIn        2008          Fin          3        846         TA
## 391      Detchd        1978          Unf          1        384         TA
## 392     BuiltIn        2001          Fin          2        560         TA
## 393      Attchd        1959          RFn          1        294         TA
## 394        <NA>          NA         <NA>          0          0       <NA>
## 395      Detchd        1940          Unf          1        240         TA
## 396      Attchd        1956          Unf          1        596         TA
## 397      Detchd        1985          RFn          2        600         TA
## 398      Attchd        1962          RFn          1        264         TA
## 399      Detchd        1920          Unf          1        338         Po
## 400      Attchd        2007          Fin          2        438         TA
## 401      Attchd        1996          Fin          2        500         TA
## 402      Attchd        2005          Fin          2        400         TA
## 403      Detchd        1940          Unf          1        240         TA
## 404     BuiltIn        1998          Fin          2        420         TA
## 405     BuiltIn        1995          Fin          2        373         TA
## 406      Attchd        1993          Unf          2        490         TA
## 407      Detchd        1936          Unf          1        240         TA
## 408      Attchd        1960          Unf          1        308         TA
## 409      Attchd        2006          RFn          3        947         TA
## 410      Attchd        2008          Fin          3        836         TA
## 411      Attchd        1958          Unf          1        350         TA
## 412      Attchd        1955          Fin          2        572         TA
## 413      Attchd        2009          Fin          2        484         TA
## 414      Detchd        1927          Unf          2        360         TA
## 415      Attchd        1993          Unf          3        678         TA
## 416      Attchd        2007          Fin          2        396         TA
## 417      Attchd        1978          Fin          2        440         TA
## 418      Detchd        1918          Unf          3        864         TA
## 419      Detchd        1940          Unf          1        240         TA
## 420      Attchd        1968          Unf          1        304         TA
## 421      Attchd        1997          Fin          4        784         TA
## 422      Attchd        1977          Fin          2        529         TA
## 423      Attchd        1954          RFn          2        520         TA
## 424      Attchd        1998          Fin          3        696         TA
## 425      Attchd        1956          RFn          1        297         TA
## 426      Detchd        1947          Unf          1        240         TA
## 427      Attchd        1989          Fin          2        569         TA
## 428      Detchd        1964          Unf          1        352         TA
## 429      Attchd        2007          RFn          2        628         TA
## 430      Attchd        1988          Unf          2        576         TA
## 431      Detchd        1971          Unf          1        264         TA
## 432        <NA>          NA         <NA>          0          0       <NA>
## 433      Detchd        1971          Unf          2        440         TA
## 434      Attchd        1997          Fin          2        470         TA
## 435        <NA>          NA         <NA>          0          0       <NA>
## 436      Attchd        1996          RFn          2        550         TA
## 437      Detchd        1990          Unf          2        440         TA
## 438      Detchd        1926          Unf          1        180         TA
## 439      Detchd        1990          Unf          1        352         Gd
## 440      Detchd        2005          Unf          2        528         TA
## 441      Attchd        2008          Fin          3        672         TA
## 442        <NA>          NA         <NA>          0          0       <NA>
## 443      Detchd        1930          Unf          2        360         TA
## 444      Attchd        2007          Fin          3        648         TA
## 445      Attchd        1994          Unf          2        493         TA
## 446      Attchd        1956          Unf          2        480         TA
## 447      Attchd        1966          Fin          2        578         TA
## 448      Attchd        1998          Fin          2        431         TA
## 449      Detchd        1937          Unf          1        198         TA
## 450      Detchd        1981          Unf          1        308         TA
## 451      Detchd        1932          Unf          1        270         Fa
## 452      Attchd        1975          Unf          2        576         TA
## 453      Attchd        1996          Fin          2        422         TA
## 454      Attchd        2008          RFn          2        676         TA
## 455      Detchd        1976          Unf          2        560         TA
## 456      Attchd        1973          Unf          2        528         TA
## 457      Detchd        1916          Unf          3        513         Fa
## 458      Attchd        1954          Fin          2        529         TA
## 459      Detchd        1925          Unf          1        228         TA
## 460      Detchd        1950          Unf          1        352         TA
## 461     BuiltIn        2009          Fin          2        552         TA
## 462      Detchd        1971          RFn          2        576         TA
## 463      Detchd        1965          Unf          1        360         TA
## 464      Detchd        1939          Unf          1        240         TA
## 465        <NA>          NA         <NA>          0          0       <NA>
## 466      Attchd        2004          Fin          2        398         TA
## 467      Attchd        1970          Unf          2        526         TA
## 468      Attchd        1942          Unf          1        312         TA
## 469      Attchd        2006          RFn          3        866         TA
## 470      Attchd        1993          RFn          2        506         TA
## 471      Attchd        1985          RFn          2        528         TA
## 472      Attchd        1977          RFn          2        534         TA
## 473     Basment        2005          RFn          2        525         TA
## 474      Attchd        2006          RFn          3        908         TA
## 475      Attchd        2000          RFn          2        499         TA
## 476      Detchd        1996          Unf          2        624         TA
## 477      Attchd        1997          Fin          2        508         TA
## 478     BuiltIn        2006          Fin          3        694         TA
## 479      Attchd        2007          RFn          3        826         TA
## 480      Detchd        1995          Unf          2        672         TA
## 481      Attchd        2004          Fin          3        772         TA
## 482      Attchd        2003          Fin          3        874         TA
## 483      Attchd        1915          Unf          1        164         Fa
## 484      Attchd        1998          Unf          2        402         TA
## 485      Detchd        1963          Unf          1        264         TA
## 486      Attchd        1950          Unf          1        264         TA
## 487      Attchd        1965          RFn          2        515         TA
## 488      Attchd        1971          Unf          2        487         TA
## 489      Attchd        1970          Unf          2        520         TA
## 490      Attchd        1970          Unf          1        286         TA
## 491     BuiltIn        1976          Fin          1        336         TA
## 492      Attchd        1941          Unf          1        240         TA
## 493      Attchd        2006          RFn          2        429         TA
## 494      Detchd        1964          Unf          1        308         TA
## 495      Attchd        1938          Unf          1        273         TA
## 496        <NA>          NA         <NA>          0          0       <NA>
## 497      Attchd        1992          RFn          2        546         TA
## 498      Detchd        1925          Unf          1        240         TA
## 499      Attchd        1967          Fin          1        288         TA
## 500      Attchd        1958          Fin          1        297         TA
## 501      Detchd        1973          Unf          1        264         TA
## 502      Attchd        2005          RFn          2        603         TA
## 503      Detchd        1965          Unf          2        461         Fa
## 504      Attchd        1959          Fin          2        484         TA
## 505      Attchd        1974          Unf          2        440         TA
## 506      Detchd        1952          Unf          2        400         TA
## 507      Attchd        1993          RFn          2        471         TA
## 508      Attchd        2009          Fin          2        676         TA
## 509      Detchd        1928          Unf          2        360         TA
## 510      Attchd        1959          RFn          1        270         TA
## 511     CarPort        1951          Unf          1        288         TA
## 512      Attchd        2005          RFn          2        474         TA
## 513      Detchd        1964          Unf          2        624         TA
## 514      Attchd        1983          Unf          2        484         TA
## 515      Detchd        1926          Unf          1        200         Po
## 516      Attchd        2009          Fin          3        900         TA
## 517      Attchd        1972          RFn          2        583         TA
## 518      Attchd        1996          RFn          3        889         TA
## 519      Attchd        1998          RFn          2        546         TA
## 520      Detchd        1926          Unf          1        282         TA
## 521        <NA>          NA         <NA>          0          0       <NA>
## 522      Attchd        1957          Unf          1        336         TA
## 523      Detchd        1950          Unf          2        420         TA
## 524      Attchd        1996          Fin          3        834         TA
## 525      Attchd        2005          Unf          2        453         TA
## 526      Attchd        1956          Unf          1        252         TA
## 527      Attchd        2008          Fin          3        858         TA
## 528        <NA>          NA         <NA>          0          0       <NA>
## 529      Attchd        1975          RFn          2        484         TA
## 530      Attchd        1988          RFn          2        600         TA
## 531      Detchd        1920          Fin          2        502         TA
## 532      Detchd        1967          Unf          1        392         TA
## 533        <NA>          NA         <NA>          0          0       <NA>
## 534      Attchd        2004          Fin          2        403         TA
## 535        <NA>          NA         <NA>          0          0       <NA>
## 536      Attchd        1998          Fin          2        527         TA
## 537      Detchd        1980          Unf          2        576         TA
## 538      Attchd        1968          Unf          1        336         TA
## 539      Attchd        2001          RFn          2        670         TA
## 540      Attchd        2006          Fin          3        765         TA
## 541     BuiltIn        2000          Fin          3        648         TA
## 542      Attchd        1998          Fin          2        583         TA
## 543      Attchd        1998          Fin          1        367         TA
## 544      Attchd        2006          RFn          2        426         TA
## 545      Attchd        1988          Unf          3        786         TA
## 546      Detchd        1950          Unf          2        440         TA
## 547      Detchd        1987          Unf          2        624         TA
## 548      Detchd        1963          RFn          2        720         TA
## 549     BuiltIn        2003          Fin          2        615         TA
## 550      Attchd        1977          RFn          2        440         TA
## 551      Attchd        1957          Fin          1        288         TA
## 552      Attchd        2006          RFn          3        908         TA
## 553      Detchd        2002          Fin          2        520         TA
## 554     BuiltIn        2003          RFn          3        871         TA
## 555      Detchd        1922          Unf          1        280         TA
## 556      Attchd        1957          Fin          1        299         TA
## 557     CarPort        1994          Unf          1        570         TA
## 558      Attchd        1996          Unf          2        406         TA
## 559      Attchd        2003          Fin          2        420         TA
## 560      Detchd        1957          Unf          2        528         TA
## 561      Attchd        1975          RFn          2        418         TA
## 562        <NA>          NA         <NA>          0          0       <NA>
## 563      Detchd        1955          Fin          2        396         TA
## 564      Attchd        1992          RFn          2        590         TA
## 565      Detchd        1920          Unf          1        216         TA
## 566     BuiltIn        2005          Fin          3        656         TA
## 567      Attchd        2004          RFn          2        532         TA
## 568     BuiltIn        1983          Fin          2        612         Gd
## 569      Detchd        1979          Unf          2        600         TA
## 570      Detchd        1987          Unf          2        576         TA
## 571      Attchd        1959          Unf          1        288         TA
## 572      Attchd        2009          RFn          2        650         TA
## 573     BuiltIn        2000          RFn          2        400         TA
## 574     BuiltIn        1971          Unf          1        288         TA
## 575      Detchd        1947          Unf          1        336         TA
## 576      Detchd        1928          Unf          1        216         TA
## 577      Attchd        1966          RFn          2        564         TA
## 578      Detchd        2007          Unf          2        540         TA
## 579      Attchd        1954          Unf          1        352         Fa
## 580      Attchd        1960          Unf          2        572         TA
## 581      Attchd        2009          RFn          3       1390         TA
## 582        <NA>          NA         <NA>          0          0       <NA>
## 583      Detchd        1988          Unf          2        880         Gd
## 584      Detchd        1935          Unf          1        240         TA
## 585      Attchd        2005          RFn          3        880         TA
## 586      Detchd        1961          Fin          1        275         TA
## 587      Detchd        1996          Unf          2        528         TA
## 588      Attchd        1968          Unf          1        452         TA
## 589      Detchd        1988          Unf          1        308         TA
## 590      Attchd        2004          RFn          2        520         TA
## 591     BuiltIn        2008          RFn          3        842         TA
## 592      Detchd        1985          Fin          2        816         TA
## 593      Attchd        2003          Fin          2        420         TA
## 594      Detchd        1981          Unf          1        280         TA
## 595      Attchd        2005          Fin          3        758         TA
## 596      Detchd        1930          Unf          1        216         TA
## 597      Attchd        2006          Fin          3        648         TA
## 598      Attchd        1977          Fin          2        621         TA
## 599      Attchd        1980          Fin          2        452         TA
## 600     BuiltIn        2003          Fin          2        736         TA
## 601      Detchd        1979          Unf          1        544         TA
## 602      Attchd        1992          Fin          2        506         TA
## 603      Detchd        2004          RFn          2        480         TA
## 604      Attchd        2002          RFn          2        530         TA
## 605      Attchd        1965          Unf          2        486         TA
## 606      Detchd        2000          Unf          2        576         TA
## 607      Attchd        1948          Unf          1        230         TA
## 608     Basment        1934          Unf          2        380         TA
## 609      Attchd        1961          Unf          1        261         TA
## 610      Attchd        2000          Fin          3        736         TA
## 611      Attchd        1978          Unf          2        564         TA
## 612     BuiltIn        2001          RFn          2        531         TA
## 613        <NA>          NA         <NA>          0          0       <NA>
## 614        <NA>          NA         <NA>          0          0       <NA>
## 615      Attchd        1963          RFn          2        480         TA
## 616      Attchd        2002          Fin          2        393         TA
## 617      Detchd        1962          Unf          2        528         TA
## 618      Attchd        2007          Unf          3        774         TA
## 619      Attchd        2003          Fin          3        749         TA
## 620        <NA>          NA         <NA>          0          0       <NA>
## 621      Attchd        1974          RFn          2        624         TA
## 622      Detchd        1986          Unf          2        484         TA
## 623      Detchd        2000          Unf          2        440         TA
## 624      Attchd        1972          RFn          2        484         TA
## 625      Attchd        1962          Unf          2        440         TA
## 626      Attchd        1960          RFn          1        286         TA
## 627     Basment        1955          RFn          1        364         TA
## 628      Attchd        1969          Unf          2        504         TA
## 629      Attchd        1964          RFn          2        520         TA
## 630      Detchd        1937          Unf          1        240         Fa
## 631      Attchd        2006          RFn          2        627         TA
## 632      Attchd        1977          Fin          2        544         TA
## 633      Attchd        1954          Unf          1        260         TA
## 634      Detchd        1980          Unf          2        576         TA
## 635        <NA>          NA         <NA>          0          0       <NA>
## 636        <NA>          NA         <NA>          0          0       <NA>
## 637     BuiltIn        1954          Unf          1        256         TA
## 638        <NA>          NA         <NA>          0          0       <NA>
## 639      Attchd        2006          Fin          3        648         TA
## 640      Attchd        2003          RFn          2        588         TA
## 641      Attchd        2001          Fin          2        650         TA
## 642      Attchd        1972          Fin          2        538         TA
## 643      Attchd        1969          Fin          2        462         TA
## 644      Attchd        2009          Fin          3        478         TA
## 645      Detchd        1979          Unf          2        576         TA
## 646      Detchd        1950          Unf          2        420         TA
## 647      Attchd        1953          RFn          2        495         TA
## 648      Attchd        1966          Unf          2        442         TA
## 649        <NA>          NA         <NA>          0          0       <NA>
## 650      Attchd        2007          RFn          2        562         TA
## 651      Detchd        1940          Unf          1        296         Fa
## 652      Attchd        1996          RFn          2        512         TA
## 653      Detchd        1906          Unf          1        216         TA
## 654      Attchd        1995          Fin          3        839         TA
## 655      Detchd        1971          Unf          1        264         TA
## 656      Attchd        1959          RFn          1        312         TA
## 657      Attchd        1931          RFn          1        270         TA
## 658      Attchd        1948          Unf          1        330         TA
## 659      Detchd        1968          Fin          2        480         TA
## 660      Attchd        1976          RFn          2        550         TA
## 661      Attchd        1994          RFn          3        711         TA
## 662      Attchd        1968          RFn          2        576         TA
## 663      Detchd        1974          RFn          2        588         TA
## 664      Attchd        2005          Fin          3       1134         TA
## 665      Attchd        2000          RFn          2        504         TA
## 666     CarPort        1965          Unf          2        596         TA
## 667      Attchd        1994          RFn          2        575         TA
## 668      Detchd        1999          Unf          2        576         TA
## 669      Detchd        1922          Unf          1        252         TA
## 670      Attchd        2005          Fin          2        540         TA
## 671      Detchd        1930          Unf          1        300         TA
## 672      Attchd        1977          RFn          2        546         TA
## 673      Attchd        1957          Fin          2        416         TA
## 674      Attchd        1965          RFn          1        384         TA
## 675      Attchd        1978          Unf          2        440         TA
## 676      2Types        1920          Unf          3        779         Fa
## 677      Detchd        1924          Unf          1        240         Fa
## 678      Attchd        2008          Fin          3        834         TA
## 679      Detchd        1963          Unf          2        572         TA
## 680      Attchd        1980          RFn          1        264         TA
## 681      Detchd        1968          Unf          1        281         TA
## 682      Attchd        1996          Unf          2        431         TA
## 683      Attchd        2002          Fin          3        702         TA
## 684      Attchd        1998          Fin          2        486         TA
## 685      Attchd        1984          Fin          2        577         TA
## 686      Attchd        2007          Fin          2        578         TA
## 687      Detchd        2004          Unf          2        480         TA
## 688      Attchd        2007          RFn          2        567         TA
## 689      Attchd        2005          RFn          2        460         TA
## 690      Attchd        2004          RFn          2        420         TA
## 691      Attchd        1989          RFn          2        628         TA
## 692      Detchd        1968          Unf          1        326         TA
## 693      Detchd        1995          Unf          2        576         TA
## 694      Attchd        1987          Unf          2        551         TA
## 695      Detchd        1921          Unf          1        205         TA
## 696      Detchd        1952          Unf          1        308         TA
## 697      Detchd        1973          Unf          1        336         TA
## 698      Attchd        2004          RFn          2        530         TA
## 699      Attchd        2002          Fin          3        765         TA
## 700      Attchd        1969          Unf          2        528         TA
## 701     BuiltIn        2006          Fin          3        666         TA
## 702      Detchd        1999          Unf          2        672         TA
## 703      Attchd        2004          RFn          2        606         TA
## 704        <NA>          NA         <NA>          0          0       <NA>
## 705      Attchd        1971          Unf          2        739         TA
## 706      Attchd        2006          Fin          2        550         TA
## 707      Attchd        2007          Fin          2        400         TA
## 708      Attchd        1966          Unf          1        408         TA
## 709        <NA>          NA         <NA>          0          0       <NA>
## 710      Detchd        1964          RFn          1        384         TA
## 711      Attchd        1988          Fin          2        472         TA
## 712      Detchd        1970          Unf          2        576         TA
## 713      Attchd        1976          RFn          2        475         TA
## 714      Attchd        1974          RFn          2        478         TA
## 715      Detchd        1996          Unf          2        704         TA
## 716      Attchd        1973          Unf          2        439         TA
## 717      Attchd        1993          RFn          3        983         TA
## 718      Attchd        1969          Unf          1        300         TA
## 719      Attchd        1985          RFn          2        564         TA
## 720      Attchd        2004          RFn          2        420         TA
## 721      Detchd        1994          Unf          2        463         TA
## 722      Detchd        1958          Unf          1        548         TA
## 723      Attchd        2007          Fin          3        768         TA
## 724      Detchd        1989          Unf          2        660         TA
## 725      Attchd        1988          Fin          2        540         TA
## 726      Attchd        2007          RFn          2        632         TA
## 727      Detchd        1968          Unf          3        888         TA
## 728      Detchd        1962          Unf          2        539         TA
## 729      Attchd        1995          RFn          2        608         TA
## 730      Attchd        2003          Fin          2        438         TA
## 731      Attchd        1998          Fin          2        541         TA
## 732      Attchd        1961          RFn          1        264         TA
## 733      Attchd        1968          Unf          1        300         TA
## 734      Detchd        1914          Unf          2        320         TA
## 735      Detchd        1949          Unf          2        400         TA
## 736      Attchd        2005          Fin          3        800         TA
## 737        <NA>          NA         <NA>          0          0       <NA>
## 738      Attchd        2004          RFn          2        572         TA
## 739      Detchd        1910          Unf          2        360         TA
## 740      Detchd        1962          Unf          1        288         TA
## 741      Attchd        2000          Unf          2        539         TA
## 742      Attchd        1997          RFn          2        480         TA
## 743      Attchd        1993          RFn          2        462         TA
## 744     BuiltIn        1994          Fin          2        831         TA
## 745     BuiltIn        2000          Fin          2        554         TA
## 746      Detchd        1950          Unf          4        864         TA
## 747      Attchd        1996          Fin          2        527         TA
## 748      Detchd        1945          Unf          1        240         TA
## 749        <NA>          NA         <NA>          0          0       <NA>
## 750      Attchd        2003          Fin          2        400         TA
## 751      Attchd        1997          RFn          2        576         TA
## 752      Attchd        2005          RFn          3        878         TA
## 753      Detchd        1969          RFn          2        440         TA
## 754      Detchd        1999          Unf          2        440         TA
## 755      Attchd        2007          RFn          2        578         TA
## 756      Attchd        1978          Fin          2        440         TA
## 757      Detchd        1999          Unf          2        440         TA
## 758      Attchd        1995          RFn          3        752         TA
## 759      Detchd        2008          Unf          1        300         Ex
## 760      Detchd        1965          Unf          2        440         TA
## 761      Attchd        2009          Unf          2        614         TA
## 762      Attchd        1999          RFn          3        856         TA
## 763      Attchd        1995          Fin          2        481         TA
## 764      Attchd        2008          Fin          2        592         TA
## 765      Attchd        1988          Unf          2        496         TA
## 766      Attchd        1989          Unf          1        423         TA
## 767      Attchd        2004          Fin          2        484         TA
## 768     BuiltIn        2003          Fin          3        841         TA
## 769      Detchd        1983          Unf          2        576         TA
## 770      Detchd        1951          Unf          2        396         TA
## 771      Detchd        1976          Unf          2        672         TA
## 772      Attchd        1958          RFn          1        275         TA
## 773      Attchd        2006          Fin          3        895         TA
## 774      Attchd        1998          Fin          2        412         TA
## 775      Attchd        2005          RFn          3        865         TA
## 776      Attchd        1974          Unf          2        440         TA
## 777      Detchd        1977          Unf          2        630         TA
## 778      Attchd        1977          Unf          2        504         TA
## 779      Attchd        1995          Fin          2        402         TA
## 780      Attchd        1992          RFn          2        484         TA
## 781      Attchd        2001          RFn          2        605         TA
## 782      Attchd        1978          Fin          2        602         TA
## 783        <NA>          NA         <NA>          0          0       <NA>
## 784      Attchd        1967          Unf          2        457         TA
## 785      Detchd        1961          Unf          1        416         TA
## 786     BuiltIn        2004          RFn          2        618         TA
## 787      Detchd        1954          Unf          1        281         Fa
## 788      Attchd        1966          Fin          2        444         TA
## 789      Attchd        2005          Fin          2        397         TA
## 790      Attchd        1976          RFn          2        539         TA
## 791      Attchd        1997          Unf          2        455         TA
## 792      Attchd        2007          Fin          2        474         TA
## 793      Attchd        1994          Fin          2        409         TA
## 794      Attchd        1980          Unf          2        476         TA
## 795      Attchd        1977          RFn          2        528         TA
## 796      Attchd        1953          Unf          1        240         TA
## 797     BuiltIn        2009          Fin          3        820         TA
## 798      Detchd        1939          Unf          1        240         TA
## 799      Attchd        1997          RFn          2        603         TA
## 800      Detchd        1957          Unf          2        440         TA
## 801      Attchd        2005          Fin          2        410         TA
## 802     BuiltIn        2009          RFn          3       1020         TA
## 803      Attchd        1954          Unf          1        286         TA
## 804      Attchd        2008          RFn          2        554         TA
## 805      Attchd        1967          Fin          1        384         TA
## 806      Attchd        1923          RFn          2        528         TA
## 807      Attchd        1966          RFn          2        484         TA
## 808      Detchd        1910          Unf          2        360         Fa
## 809      Attchd        1974          RFn          2        484         TA
## 810      Attchd        2004          Fin          2        420         TA
## 811     Basment        1952          Unf          2        504         TA
## 812      Attchd        1958          RFn          1        301         TA
## 813      Detchd        1955          Unf          1        280         TA
## 814      Attchd        1998          RFn          2        598         TA
## 815      Attchd        1954          RFn          1        275         TA
## 816      Attchd        2002          RFn          3        857         TA
## 817      Attchd        1971          Unf          2        440         TA
## 818      Attchd        2010          RFn          2        484         TA
## 819      Attchd        2003          RFn          2        595         TA
## 820      Detchd        1974          Unf          2        576         TA
## 821     BuiltIn        2003          Fin          2        433         TA
## 822      Detchd        1940          Unf          1        240         TA
## 823      Attchd        2006          RFn          2        776         TA
## 824      Attchd        2007          Fin          3       1220         TA
## 825        <NA>          NA         <NA>          0          0       <NA>
## 826      Attchd        2001          RFn          2        527         TA
## 827      Attchd        1967          Fin          2        538         TA
## 828      Detchd        2005          RFn          2        480         TA
## 829      Attchd        1957          RFn          2        458         TA
## 830      Detchd        2005          RFn          2        480         TA
## 831      Attchd        2003          RFn          2        613         TA
## 832      Attchd        1964          RFn          2        472         TA
## 833      Attchd        1961          Unf          2        456         TA
## 834      Attchd        1996          Unf          2        436         TA
## 835      Detchd        1948          Unf          2        812         TA
## 836      Detchd        1973          Unf          1        264         TA
## 837      Attchd        1999          Unf          1        352         TA
## 838      Detchd        1946          Unf          1        240         TA
## 839      Detchd        1934          Unf          1        400         TA
## 840      Detchd        1983          Unf          2        686         Gd
## 841      Attchd        1966          RFn          2        490         Gd
## 842        <NA>          NA         <NA>          0          0       <NA>
## 843      Detchd        1949          Unf          3        720         TA
## 844     Basment        1975          Fin          2        611         TA
## 845      Attchd        1993          Unf          2        425         TA
## 846      Attchd        1972          Unf          1        338         TA
## 847      Detchd        1908          Unf          2        360         Fa
## 848      Attchd        1976          RFn          2        512         TA
## 849      Attchd        2003          Fin          2        420         TA
## 850      Attchd        2003          Fin          2        400         TA
## 851      Detchd        1941          Unf          1        240         TA
## 852      Attchd        1964          RFn          2        645         TA
## 853      Attchd        1955          Unf          2        454         TA
## 854      Detchd        1962          Unf          1        260         TA
## 855      Detchd        1981          Unf          2        576         TA
## 856      Attchd        1994          Fin          2        343         TA
## 857      Attchd        1976          RFn          2        479         TA
## 858      Attchd        1968          Unf          2        619         TA
## 859      Detchd        1925          Unf          1        216         TA
## 860      Attchd        1965          Unf          2        504         TA
## 861      Attchd        1986          Unf          2        480         TA
## 862      Attchd        1959          Unf          1        672         TA
## 863      Attchd        2008          Fin          2        529         TA
## 864      Detchd        1973          Unf          2        902         TA
## 865      Attchd        2007          RFn          3        870         TA
## 866      Attchd        1961          RFn          2        544         TA
## 867      Attchd        1979          Unf          2        672         TA
## 868      Attchd        1993          Fin          2        574         TA
## 869      Detchd        1962          Unf          1        308         TA
## 870      Attchd        1998          RFn          2        523         TA
## 871      Attchd        1953          Unf          2        414         TA
## 872      Attchd        1949          Unf          1        288         TA
## 873      Detchd        1941          Unf          1        200         TA
## 874     BuiltIn        2007          Fin          2        550         TA
## 875      Attchd        1963          Unf          2        648         TA
## 876      Attchd        2004          Fin          3        738         TA
## 877      Detchd        1987          Unf          2        576         TA
## 878      Attchd        1978          Unf          1        336         TA
## 879      Attchd        2005          Fin          2        450         TA
## 880      Attchd        1990          RFn          2        400         TA
## 881     BuiltIn        1993          RFn          2        389         TA
## 882      Detchd        1997          Unf          1        440         TA
## 883      Attchd        1967          RFn          1        288         TA
## 884      Attchd        1999          Fin          2        506         TA
## 885      Attchd        2005          Fin          2        588         TA
## 886      Attchd        1955          Unf          1        300         TA
## 887      Attchd        1970          Unf          2        621         TA
## 888      Attchd        1953          RFn          2        505         TA
## 889      Detchd        2003          Unf          2        576         TA
## 890      Attchd        1978          RFn          2        440         TA
## 891      Attchd        1963          RFn          1        264         TA
## 892      Attchd        1954          Unf          1        354         TA
## 893      Attchd        1979          Unf          2        400         TA
## 894      Attchd        1963          RFn          2        483         TA
## 895      Detchd        1936          Unf          1        327         TA
## 896      Detchd        1979          Unf          2        528         TA
## 897      Attchd        2009          Fin          3        820         TA
## 898      Attchd        1961          Unf          1        288         TA
## 899      Detchd        1979          Unf          1        684         TA
## 900      Detchd        1968          Unf          1        756         TA
## 901      Attchd        2003          Fin          2        393         TA
## 902      Attchd        2006          RFn          3        690         TA
## 903      Attchd        1967          Unf          1        288         TA
## 904      Attchd        1954          RFn          1        280         TA
## 905      Attchd        2006          RFn          3        865         TA
## 906      Attchd        1936          Fin          1        180         Fa
## 907      Attchd        1983          Unf          2        484         TA
## 908      Attchd        2005          Fin          2        390         TA
## 909      Detchd        1960          Unf          2        480         TA
## 910      Detchd        1978          Unf          1        252         TA
## 911      Detchd        1925          Unf          1        450         TA
## 912      2Types        1949          Unf          3        871         TA
## 913      Detchd        2009          RFn          2        528         TA
## 914      Attchd        1970          Unf          1        286         TA
## 915      Detchd        1958          Unf          1        308         TA
## 916      Attchd        1956          RFn          1        284         TA
## 917      Attchd        1991          RFn          3        833         TA
## 918      Attchd        1990          Unf          2        601         TA
## 919      Attchd        1994          RFn          2        471         TA
## 920        <NA>          NA         <NA>          0          0       <NA>
## 921      Attchd        2005          Fin          2        397         TA
## 922      Attchd        1993          RFn          2        533         TA
## 923      Attchd        1980          Unf          2        612         TA
## 924      Attchd        1977          RFn          2        540         TA
## 925     BuiltIn        2003          Fin          3        656         TA
## 926      Attchd        1968          RFn          2        486         TA
## 927      Attchd        2001          RFn          2        522         TA
## 928     BuiltIn        1997          Fin          2        642         TA
## 929      Attchd        2007          Fin          3        610         TA
## 930      Detchd        1965          Unf          1        429         TA
## 931      Attchd        2006          Fin          3        788         TA
## 932      Attchd        2004          RFn          2        570         TA
## 933      Attchd        1960          RFn          2        505         TA
## 934      Detchd        1953          Unf          2        528         TA
## 935      Attchd        2003          RFn          2        555         TA
## 936      Attchd        2005          RFn          2        689         TA
## 937      Attchd        2006          RFn          3        868         TA
## 938      Attchd        1940          Unf          1        349         TA
## 939      Attchd        1976          Unf          2        574         TA
## 940     BuiltIn        1999          RFn          2        390         TA
## 941        <NA>          NA         <NA>          0          0       <NA>
## 942      Attchd        1967          Unf          2        576         TA
## 943     Basment        1958          RFn          2        525         TA
## 944      Detchd        1963          Unf          2        456         TA
## 945      Attchd        1959          RFn          1        796         TA
## 946      Attchd        2002          Fin          3        808         TA
## 947      Attchd        2002          RFn          2        474         TA
## 948      Attchd        1972          RFn          2        676         TA
## 949      Detchd        1980          RFn          2        720         TA
## 950      Detchd        1979          Unf          1        300         TA
## 951      Detchd        1974          Fin          1        396         TA
## 952      Attchd        1969          RFn          2        530         TA
## 953        <NA>          NA         <NA>          0          0       <NA>
## 954      Attchd        1946          Unf          2        492         TA
## 955      Attchd        1980          Fin          2        462         TA
## 956      Detchd        1977          Fin          2        576         TA
## 957      Attchd        2003          RFn          2        531         TA
## 958      Detchd        1999          Unf          2        484         TA
## 959        <NA>          NA         <NA>          0          0       <NA>
## 960      Attchd        1977          Fin          2        619         TA
## 961      Detchd        1976          Unf          2        440         TA
## 962      Attchd        2007          Fin          2        702         TA
## 963     BuiltIn        2002          Fin          2        510         TA
## 964      Attchd        2005          Fin          2        393         TA
## 965      Detchd        1940          Unf          1        256         TA
## 966      Attchd        1955          Unf          1        260         TA
## 967        <NA>          NA         <NA>          0          0       <NA>
## 968      Attchd        1958          RFn          1        264         TA
## 969        <NA>          NA         <NA>          0          0       <NA>
## 970     BuiltIn        2003          RFn          2        474         TA
## 971      Attchd        1979          Unf          1        264         TA
## 972      Attchd        2007          Fin          2        480         TA
## 973      Detchd        1997          Unf          2        532         TA
## 974      Detchd        2000          Unf          2        490         TA
## 975        <NA>          NA         <NA>          0          0       <NA>
## 976      Attchd        2007          Fin          2        569         TA
## 977      Detchd        1999          Unf          2        400         TA
## 978      Detchd        1963          Unf          2        480         TA
## 979      Attchd        1961          RFn          2        588         TA
## 980      Attchd        1998          Fin          3        676         TA
## 981      Attchd        2007          Fin          2        388         TA
## 982      Attchd        2002          Unf          2        779         TA
## 983      Attchd        1977          Unf          2        539         TA
## 984      Detchd        1950          Unf          1        240         TA
## 985      Attchd        1950          Unf          1        255         Fa
## 986      Attchd        2010          Fin          3        606         TA
## 987      Attchd        1976          Fin          2        551         TA
## 988      Attchd        2006          RFn          2        614         TA
## 989      Attchd        1997          Fin          3        870         TA
## 990      Attchd        1925          Unf          2        424         TA
## 991      Attchd        1964          RFn          2        440         TA
## 992      Attchd        2005          RFn          2        564         TA
## 993      Attchd        2008          Fin          3        786         TA
## 994      Detchd        1946          Unf          1        305         TA
## 995      Attchd        1961          Unf          1        368         TA
## 996      Attchd        1970          RFn          2        615         TA
## 997      Detchd        1922          Unf          1        210         TA
## 998      Attchd        2006          RFn          2        632         TA
## 999      Detchd        1956          Unf          2        528         TA
## 1000     Detchd        1920          Unf          1        216         Fa
## 1001     Attchd        2006          RFn          3        824         TA
## 1002     Detchd        1976          Unf          2        528         TA
## 1003     Attchd        2005          Fin          2        457         TA
## 1004     Attchd        1977          Unf          1        328         TA
## 1005     Attchd        1970          Unf          2        484         TA
## 1006     Attchd        1970          RFn          1        286         TA
## 1007     Attchd        2004          Fin          2        550         TA
## 1008       <NA>          NA         <NA>          0          0       <NA>
## 1009     Attchd        1948          Unf          1        312         TA
## 1010       <NA>          NA         <NA>          0          0       <NA>
## 1011     Detchd        1923          Unf          1        180         TA
## 1012     Detchd        1956          Unf          1        280         TA
## 1013     Detchd        1948          Unf          1        240         TA
## 1014     Attchd        2001          Fin          2        528         TA
## 1015     Attchd        1996          Fin          2        478         TA
## 1016     Attchd        1984          RFn          2        565         TA
## 1017     Attchd        1991          RFn          2        402         TA
## 1018     Attchd        2005          Fin          2        440         TA
## 1019     Attchd        2005          Fin          2        451         TA
## 1020     Attchd        2006          RFn          2        632         TA
## 1021     Detchd        1957          Unf          1        160         Fa
## 1022     Attchd        2005          Fin          2        437         TA
## 1023     Attchd        1976          Fin          2        665         TA
## 1024     Detchd        1980          Unf          2        461         TA
## 1025     Attchd        1960          Unf          2        461         TA
## 1026     Attchd        2008          RFn          3        800         TA
## 1027     Attchd        1941          Unf          1        240         TA
## 1028     Detchd        1972          Unf          1        264         TA
## 1029       <NA>          NA         <NA>          0          0       <NA>
## 1030    Basment        1970          Fin          2        672         TA
## 1031     Attchd        1993          RFn          3        796         TA
## 1032     Attchd        2002          Unf          3        900         TA
## 1033    Basment        1938          Unf          1        240         Fa
## 1034     Detchd        1957          Unf          1        290         TA
## 1035     Attchd        2008          Fin          3        912         TA
## 1036    BuiltIn        2001          Fin          2        905         TA
## 1037       <NA>          NA         <NA>          0          0       <NA>
## 1038     Attchd        1970          Unf          1        286         TA
## 1039     Attchd        1957          RFn          2        484         TA
## 1040     Attchd        1966          Unf          2        484         TA
## 1041     Attchd        2005          RFn          2        624         TA
## 1042     Attchd        1990          Unf          2        514         TA
## 1043     Attchd        1981          Fin          2        542         TA
## 1044     Attchd        1955          Unf          2        452         TA
## 1045    BuiltIn        2005          Fin          3        716         TA
## 1046     Detchd        1996          Unf          2        672         TA
## 1047     Attchd        1960          Unf          2        336         TA
## 1048     Detchd        1946          Unf          1        308         TA
## 1049     Attchd        2007          Fin          2        436         TA
## 1050     Attchd        2007          Fin          2        440         TA
## 1051     Attchd        1964          RFn          2        540         TA
## 1052    Basment        1957          Unf          1        364         TA
## 1053     Attchd        2002          Fin          2        586         TA
## 1054     Attchd        1976          Fin          2        478         TA
## 1055     Attchd        2005          RFn          2        484         TA
## 1056    BuiltIn        1994          Fin          2        467         TA
## 1057     Attchd        2008          Fin          3        836         TA
## 1058     Detchd        1977          Unf          2        432         TA
## 1059     Attchd        2001          Fin          2        582         TA
## 1060     Detchd        1994          RFn          3       1248         TA
## 1061     Detchd        1945          Unf          2        560         TA
## 1062     Detchd        1976          Unf          2        440         TA
## 1063     Attchd        1966          RFn          2        480         TA
## 1064     Attchd        1996          RFn          2        533         TA
## 1065     Attchd        1993          RFn          2        380         TA
## 1066     Attchd        1964          RFn          2        442         TA
## 1067     Attchd        1973          Fin          2        576         TA
## 1068     Detchd        1985          Unf          2        576         TA
## 1069     Attchd        1956          Unf          1        286         TA
## 1070     Attchd        1968          Unf          2        441         TA
## 1071     Detchd        1954          Unf          1        280         TA
## 1072     Attchd        1977          Fin          2        440         TA
## 1073     Attchd        2006          RFn          3        826         TA
## 1074     Attchd        1940          Unf          1        240         TA
## 1075     Attchd        1950          Unf          2        566         TA
## 1076     Attchd        1969          Fin          1        299         TA
## 1077     Attchd        2004          RFn          2        420         TA
## 1078     Attchd        1996          Unf          1        299         TA
## 1079     Attchd        1971          RFn          2        528         TA
## 1080     Attchd        1963          Fin          1        308         TA
## 1081     Attchd        2002          RFn          2        527         TA
## 1082     Attchd        1964          RFn          1        461         TA
## 1083     Attchd        1995          Fin          2        409         TA
## 1084     Attchd        1992          Unf          2        564         TA
## 1085     Attchd        1973          RFn          1        286         TA
## 1086     Attchd        2005          RFn          3       1043         TA
## 1087     Detchd        2004          Unf          2        380         TA
## 1088     Attchd        2005          Fin          2        550         TA
## 1089     Detchd        1987          Unf          2        400         TA
## 1090     Detchd        1999          Unf          2        462         TA
## 1091     Detchd        1925          Unf          2        576         TA
## 1092     Detchd        1977          Unf          2        884         TA
## 1093     Attchd        1956          Fin          1        308         TA
## 1094     Attchd        2006          RFn          2        440         TA
## 1095       <NA>          NA         <NA>          0          0       <NA>
## 1096     Attchd        1987          RFn          2        461         TA
## 1097     Detchd        1936          Unf          1        240         TA
## 1098     Attchd        1978          RFn          2        478         TA
## 1099     Detchd        1930          Unf          1        246         TA
## 1100     Detchd        1981          Unf          1        280         TA
## 1101     Attchd        1960          RFn          1        254         TA
## 1102    BuiltIn        1954          Fin          2        539         TA
## 1103     Detchd        1970          Unf          2        440         TA
## 1104     Attchd        1994          RFn          2        712         TA
## 1105     Attchd        1990          Fin          2        719         TA
## 1106    BuiltIn        2006          RFn          2        422         TA
## 1107     Attchd        2000          RFn          2        463         TA
## 1108     Attchd        2004          Fin          3        862         TA
## 1109     Attchd        1995          Fin          2        431         TA
## 1110     Attchd        1976          RFn          2        483         TA
## 1111     Detchd        1957          Unf          1        308         TA
## 1112     Attchd        1953          Unf          1        240         TA
## 1113     Detchd        1955          Unf          1        326         TA
## 1114     Attchd        2007          RFn          3        928         TA
## 1115    BuiltIn        2002          Fin          2        527         TA
## 1116     Attchd        1967          RFn          2        450         TA
## 1117    BuiltIn        1958          RFn          1        300         TA
## 1118     Attchd        1959          RFn          1        286         TA
## 1119     Detchd        1920          Unf          1        308         TA
## 1120     Attchd        2005          RFn          3        782         TA
## 1121    Basment        1956          Unf          1        288         TA
## 1122       <NA>          NA         <NA>          0          0       <NA>
## 1123     Attchd        1992          Fin          2        392         TA
## 1124     Detchd        1977          Unf          2        672         Fa
## 1125     Attchd        2007          Fin          3        660         TA
## 1126     Attchd        2004          Fin          3        630         TA
## 1127    BuiltIn        2004          Fin          2        434         TA
## 1128     Detchd        1980          Unf          2        672         TA
## 1129     Detchd        1981          Unf          2        576         TA
## 1130       <NA>          NA         <NA>          0          0       <NA>
## 1131     Detchd        1930          Unf          1        205         Fa
## 1132     Attchd        1995          RFn          2        466         TA
## 1133     Attchd        1997          Fin          2        460         TA
## 1134     Detchd        1926          Unf          1        180         TA
## 1135     Attchd        1950          Unf          1        288         TA
## 1136       <NA>          NA         <NA>          0          0       <NA>
## 1137     Attchd        1977          RFn          2        714         TA
## 1138     Detchd        1972          Unf          2        495         TA
## 1139     Detchd        1988          Unf          2        840         TA
## 1140     Attchd        1976          Unf          2        484         TA
## 1141    BuiltIn        2006          RFn          3       1052         TA
## 1142       <NA>          NA         <NA>          0          0       <NA>
## 1143     Detchd        1941          Unf          1        280         TA
## 1144     Detchd        1928          Unf          1        225         TA
## 1145     Attchd        1985          Unf          2        403         TA
## 1146     Attchd        1941          Unf          1        234         TA
## 1147     Detchd        1982          Unf          1        288         TA
## 1148     Detchd        1930          Unf          2        324         TA
## 1149     Attchd        1950          Unf          1        306         TA
## 1150     Attchd        1959          Fin          2        528         TA
## 1151     Attchd        1956          Fin          2        470         TA
## 1152     Detchd        2002          Unf          1        432         TA
## 1153     Attchd        1965          Unf          2        492         TA
## 1154     Attchd        1976          RFn          2        528         TA
## 1155     Attchd        1965          RFn          2        502         TA
## 1156     Attchd        2008          RFn          2        626         TA
## 1157     Attchd        2008          RFn          3        830         TA
## 1158     Attchd        1974          RFn          2        540         Gd
## 1159     Attchd        1978          Unf          2        440         TA
## 1160     Detchd        1993          Unf          2        924         TA
## 1161     Attchd        1968          Fin          2        450         TA
## 1162    CarPort        1969          Unf          2        400         Fa
## 1163     Attchd        1978          Unf          2        588         TA
## 1164     Attchd        2009          RFn          2        644         TA
## 1165     Attchd        2008          RFn          3        776         TA
## 1166     Attchd        2000          Fin          2        472         TA
## 1167    Basment        1935          Unf          2        540         TA
## 1168     Attchd        1995          Fin          3        807         TA
## 1169     Attchd        1977          Fin          1        358         TA
## 1170     Attchd        1958          RFn          2        433         TA
## 1171     Detchd        2006          Fin          2        625         TA
## 1172       <NA>          NA         <NA>          0          0       <NA>
## 1173     Detchd        1932          Unf          2        360         TA
## 1174     Attchd        1992          Fin          2        541         TA
## 1175     Attchd        1984          Unf          1        264         TA
## 1176     Detchd        1926          Unf          1        210         TA
## 1177     Detchd        1921          Unf          1        186         Fa
## 1178       <NA>          NA         <NA>          0          0       <NA>
## 1179     Attchd        1990          Fin          2        693         TA
## 1180     Attchd        2008          Fin          2        482         TA
## 1181     Detchd        1970          Unf          2        720         TA
## 1182     2Types        1963          RFn          3        995         TA
## 1183     Attchd        1965          Unf          1        392         TA
## 1184    CarPort        1920          Unf          2        420         Fa
## 1185     Attchd        1994          RFn          3        757         TA
## 1186     Attchd        2002          RFn          2        493         TA
## 1187     Attchd        1999          Fin          2        442         TA
## 1188     2Types        1975          Fin          4       1356         TA
## 1189     Detchd        1999          Unf          2        492         TA
## 1190     Detchd        1925          Unf          1        250         TA
## 1191     Attchd        1999          Fin          2        402         TA
## 1192     Attchd        1969          Fin          1        299         TA
## 1193     Attchd        2005          Fin          2        400         TA
## 1194    BuiltIn        2006          Fin          3        660         TA
## 1195     Detchd        1916          Unf          1        225         TA
## 1196     Attchd        2001          RFn          2        573         TA
## 1197     Attchd        1974          Unf          2        459         TA
## 1198     Attchd        1972          Unf          1        280         TA
## 1199     Attchd        1998          RFn          2        546         TA
## 1200     Detchd        1960          Unf          1        216         TA
## 1201     Attchd        2000          Unf          2        451         TA
## 1202     Attchd        1975          RFn          2        495         TA
## 1203     Attchd        1990          RFn          3        701         TA
## 1204     Detchd        1966          Unf          1        384         TA
## 1205     Attchd        2003          RFn          2        544         TA
## 1206     Detchd        1980          Unf          2        506         TA
## 1207     Attchd        2006          RFn          2        500         TA
## 1208     Attchd        1992          RFn          2        462         TA
## 1209    Basment        1988          RFn          2        492         TA
## 1210     Attchd        1941          Unf          1        234         TA
## 1211     Attchd        1965          Unf          1        364         TA
## 1212     Attchd        1962          Unf          1        300         TA
## 1213     Detchd        1966          RFn          1        384         TA
## 1214     Attchd        1978          Unf          2        539         TA
## 1215     Attchd        2009          RFn          2        552         TA
## 1216       <NA>          NA         <NA>          0          0       <NA>
## 1217       <NA>          NA         <NA>          0          0       <NA>
## 1218     Attchd        1964          Unf          1        288         TA
## 1219     Attchd        1968          Unf          1        322         TA
## 1220     Attchd        1949          Unf          1        315         TA
## 1221     Detchd        1951          Unf          2        528         TA
## 1222     Attchd        2004          Fin          2        388         TA
## 1223     Attchd        1958          RFn          1        264         TA
## 1224    BuiltIn        2007          Fin          3        668         TA
## 1225     Detchd        1992          Unf          2        576         TA
## 1226     Attchd        2008          Fin          3       1052         TA
## 1227    Basment        1960          Unf          1        404         TA
## 1228    BuiltIn        1977          RFn          2        600         TA
## 1229     Attchd        1962          Unf          2        540         TA
## 1230    CarPort        1962          Unf          2        462         TA
## 1231     Attchd        1959          RFn          2        531         TA
## 1232       <NA>          NA         <NA>          0          0       <NA>
## 1233     Detchd        1914          Unf          1        180         Fa
## 1234    BuiltIn        2003          RFn          2        474         TA
##      GarageCond PavedDrive WoodDeckSF OpenPorchSF EnclosedPorch X3SsnPorch
## 1            TA          Y          0          61             0          0
## 2            TA          Y        298           0             0          0
## 3            TA          Y          0          42             0          0
## 4            TA          Y          0          35           272          0
## 5            TA          Y        192          84             0          0
## 6            TA          Y         40          30             0        320
## 7            TA          Y        255          57             0          0
## 8            TA          Y        235         204           228          0
## 9            TA          Y         90           0           205          0
## 10           TA          Y          0           4             0          0
## 11           TA          Y          0           0             0          0
## 12           TA          Y        147          21             0          0
## 13           TA          Y        140           0             0          0
## 14           TA          Y        160          33             0          0
## 15           TA          Y          0         213           176          0
## 16           TA          Y         48         112             0          0
## 17           TA          Y          0           0             0          0
## 18           TA          Y          0           0             0          0
## 19           TA          Y          0         102             0          0
## 20           TA          Y          0           0             0          0
## 21           TA          Y        240         154             0          0
## 22           TA          N          0           0           205          0
## 23           TA          Y        171         159             0          0
## 24           TA          Y        100         110             0          0
## 25           TA          Y        406          90             0          0
## 26           TA          Y          0          56             0          0
## 27           TA          Y        222          32             0          0
## 28           TA          Y          0          50             0          0
## 29           TA          Y        288         258             0          0
## 30           TA          Y         49           0            87          0
## 31           Fa          N          0          54           172          0
## 32           TA          Y          0          65             0          0
## 33           TA          Y          0          30             0          0
## 34           TA          Y          0          38             0          0
## 35           TA          Y        203          47             0          0
## 36           TA          Y        113          32             0          0
## 37           TA          Y        392          64             0          0
## 38           TA          Y          0           0             0          0
## 39           TA          Y          0          52             0          0
## 40         <NA>          N          0           0             0          0
## 41           TA          Y          0         138             0          0
## 42           TA          P          0         104             0          0
## 43           Gd          Y        240           0             0          0
## 44           TA          Y        145           0             0          0
## 45           TA          Y          0           0             0          0
## 46           TA          Y        196          82             0          0
## 47           TA          Y        168          43             0          0
## 48           TA          Y          0         146             0          0
## 49         <NA>          N          0           0           102          0
## 50           TA          Y          0           0             0          0
## 51           TA          Y          0          75             0          0
## 52           TA          Y        112           0             0          0
## 53           TA          Y        106           0             0          0
## 54           TA          Y        857          72             0          0
## 55           TA          Y          0          50             0          0
## 56           TA          Y          0           0             0        407
## 57           TA          Y        115           0             0          0
## 58           TA          Y          0          70             0          0
## 59           TA          Y        192           0            37          0
## 60           TA          Y        196           0             0          0
## 61           TA          Y          0          50             0          0
## 62           TA          N          0           0           144          0
## 63           TA          Y        120          49             0          0
## 64           TA          Y         12          11            64          0
## 65           TA          Y        576          36             0          0
## 66           TA          Y        192         151             0          0
## 67           TA          Y        301           0             0          0
## 68           TA          Y        144          29             0          0
## 69           TA          Y          0           0             0          0
## 70           TA          Y          0          21           114          0
## 71           TA          Y        300           0             0          0
## 72           TA          Y          0           0             0          0
## 73           TA          Y          0          94             0          0
## 74           TA          Y          0           0             0          0
## 75           TA          Y          0           0           202          0
## 76           TA          Y        120         101             0          0
## 77           TA          Y          0           0             0          0
## 78           TA          Y          0           0             0          0
## 79         <NA>          Y          0           0             0          0
## 80           TA          Y         74           0           128          0
## 81           TA          Y          0          72             0          0
## 82           TA          Y          0         199             0          0
## 83           TA          Y        144          99             0          0
## 84           TA          Y         74           0             0          0
## 85           TA          Y        120          72             0          0
## 86           TA          Y        127          82             0          0
## 87           TA          Y        100          38             0          0
## 88           TA          Y          0         234             0          0
## 89         <NA>          N          0           0           156          0
## 90         <NA>          Y          0           0             0          0
## 91           TA          Y          0          29             0          0
## 92           TA          Y          0           0             0          0
## 93           TA          Y          0           0            44          0
## 94           TA          Y          0           0             0          0
## 95           TA          Y          0         162             0          0
## 96           TA          Y        232          63             0          0
## 97           TA          Y        158          29             0          0
## 98           TA          P        120           0             0          0
## 99           TA          Y          0           0            77          0
## 100        <NA>          Y        352           0             0          0
## 101          TA          Y        168          68             0          0
## 102          TA          Y        192          46             0          0
## 103          TA          Y          0           0             0          0
## 104          TA          Y          0          36             0          0
## 105          TA          Y          0           0             0          0
## 106          TA          Y        140          45             0          0
## 107          Fa          N          0           0             0          0
## 108          TA          Y          0           0             0          0
## 109        <NA>          N          0           0           144          0
## 110          TA          Y          0         122             0          0
## 111          TA          Y        182           0             0          0
## 112          TA          Y        180           0             0          0
## 113          TA          Y        120         184             0          0
## 114          TA          Y        166         120           192          0
## 115          TA          Y        224           0             0          0
## 116          TA          Y          0          32             0          0
## 117          TA          Y          0          20           144          0
## 118          TA          Y         80          64             0          0
## 119          TA          Y        367           0             0          0
## 120          TA          Y          0          24             0          0
## 121          TA          Y          0         130             0        130
## 122          TA          P          0           0           140          0
## 123          TA          Y          0           0             0          0
## 124          TA          Y          0          63             0          0
## 125          TA          Y        192           0             0          0
## 126        <NA>          N         53           0             0          0
## 127          TA          Y          0         205             0          0
## 128        <NA>          N          0           0             0          0
## 129          TA          Y        188         108             0          0
## 130          TA          Y          0          80             0        180
## 131          TA          Y        105          66             0          0
## 132          TA          Y         24          48             0          0
## 133          TA          Y          0           0             0          0
## 134          TA          Y        192          25             0          0
## 135          TA          Y          0          96           180          0
## 136          TA          Y         98           0             0          0
## 137          TA          Y          0         111             0          0
## 138          TA          Y          0           0             0          0
## 139          TA          Y        224         106             0          0
## 140          TA          Y        276          99             0          0
## 141        <NA>          Y          0           0             0          0
## 142          TA          Y        160          24             0          0
## 143          TA          Y          0           0             0          0
## 144          TA          Y        144          29             0          0
## 145          TA          Y          0           0             0          0
## 146          TA          Y          0          40             0          0
## 147          TA          Y         48           0             0          0
## 148          TA          Y        144          48             0          0
## 149        <NA>          Y          0           0             0          0
## 150          TA          Y        200         114             0          0
## 151          TA          Y          0           0             0          0
## 152          TA          Y          0         102             0          0
## 153          TA          Y          0          66             0          0
## 154          TA          Y        409           0             0          0
## 155          Fa          Y          0           0           228          0
## 156        <NA>          N          0           8           128          0
## 157          TA          Y          0           0             0          0
## 158          TA          Y          0          75             0          0
## 159          TA          Y          0         136             0          0
## 160          TA          Y        239         132             0        168
## 161          TA          Y          0           0             0          0
## 162          TA          Y        400           0             0          0
## 163          TA          Y          0          70             0          0
## 164        <NA>          Y          0           0             0          0
## 165          TA          Y          0           0           183          0
## 166        <NA>          Y        140           0             0          0
## 167          TA          Y        476           0             0          0
## 168          TA          Y        178         120             0          0
## 169          TA          Y        100          48             0          0
## 170          TA          Y        574          64             0          0
## 171          TA          Y        237           0             0          0
## 172          TA          P        210          62             0          0
## 173          TA          Y        441          35             0          0
## 174          TA          Y          0          20             0          0
## 175          TA          Y        192           0             0          0
## 176          TA          Y          0          29            39          0
## 177          TA          Y          0         228             0          0
## 178          TA          Y          0           0             0          0
## 179          TA          Y          0          60             0          0
## 180          TA          N          0           0           184          0
## 181          TA          Y          0           0             0          0
## 182          TA          Y          0           0            40          0
## 183          TA          Y        116           0             0        180
## 184          TA          N        280         238             0          0
## 185          TA          Y        104           0             0          0
## 186          TA          Y          0         260             0          0
## 187          TA          Y        168          27             0          0
## 188          Fa          N          0           0             0        140
## 189          TA          Y        120           0             0          0
## 190          TA          Y          0         120             0          0
## 191          TA          Y          0          74             0          0
## 192          TA          Y          0          32             0          0
## 193          TA          Y          0          35             0          0
## 194          TA          Y          0          40             0          0
## 195          TA          Y          0           0             0          0
## 196          TA          Y         87           0             0          0
## 197          TA          Y        171         138             0          0
## 198          TA          Y          0          16           552          0
## 199        <NA>          Y          0         198            30          0
## 200          TA          Y          0          26             0          0
## 201          TA          Y        132          64             0          0
## 202          TA          Y        238          83             0          0
## 203          TA          Y          0           0           126          0
## 204          TA          Y        149           0             0          0
## 205          TA          Y          0          35             0          0
## 206          TA          Y          0          34             0        508
## 207          TA          Y          0          30             0          0
## 208          TA          Y        355           0             0          0
## 209          TA          Y         60          55             0          0
## 210          Gd          Y          0           0             0          0
## 211        <NA>          Y          0           0            96          0
## 212          TA          Y        100          22             0          0
## 213          TA          Y        168         108             0          0
## 214          TA          Y        224           0             0          0
## 215          TA          Y          0          36             0          0
## 216          TA          Y          0           0             0          0
## 217          TA          Y        139          98             0          0
## 218          TA          Y          0         172            60          0
## 219          TA          Y          0         119           150          0
## 220          TA          Y        108           0             0          0
## 221          TA          Y        351          33             0          0
## 222          TA          Y        120          46             0          0
## 223          TA          Y        209         208             0          0
## 224          TA          Y        216           0             0          0
## 225          TA          Y        248         105             0          0
## 226          TA          Y          0           0             0          0
## 227          TA          Y        224         114             0          0
## 228          TA          Y          0           0             0          0
## 229          TA          Y          0           0             0          0
## 230          TA          Y        143          20             0          0
## 231          TA          Y          0           0           120          0
## 232          TA          Y          0         146           202          0
## 233          TA          Y          0           0             0          0
## 234          TA          Y        365           0             0          0
## 235          TA          Y        288          48             0          0
## 236          TA          Y          0           0             0          0
## 237          TA          Y        132         105             0          0
## 238          TA          Y        370          70             0        238
## 239          TA          Y        168         228             0          0
## 240          TA          Y          0         140             0          0
## 241          TA          Y        144         168             0          0
## 242        <NA>          Y         58          42             0          0
## 243          TA          Y          0           0            77          0
## 244          TA          Y          0          28             0          0
## 245          TA          Y          0         130             0          0
## 246          TA          Y        197          39             0          0
## 247          Po          Y          0          60           112          0
## 248          TA          Y          0          30             0          0
## 249          TA          Y        144          68             0          0
## 250          TA          Y          0          98             0          0
## 251        <NA>          Y        263           0             0          0
## 252          TA          Y        123           0             0          0
## 253          TA          Y        138          45             0          0
## 254          TA          Y        333           0             0          0
## 255          TA          Y        250           0             0          0
## 256          TA          Y        192           0             0          0
## 257          TA          Y        216          56             0          0
## 258          TA          Y        123         110             0          0
## 259          TA          Y          0          96             0        245
## 260          TA          Y          0          45             0          0
## 261          TA          Y          0           0           252          0
## 262          TA          Y          0         148             0          0
## 263          TA          Y        292          12             0          0
## 264          TA          Y          0           0             0          0
## 265          TA          N          0           0             0          0
## 266          TA          Y        276           0             0          0
## 267          TA          Y         95          75             0          0
## 268          TA          Y        262          24             0          0
## 269          Ex          Y          0          25             0          0
## 270          Gd          Y        370          30             0          0
## 271          TA          Y        192          51             0          0
## 272          TA          Y         81           0             0          0
## 273          TA          Y        132          57             0          0
## 274          TA          Y        289           0             0          0
## 275          TA          Y        168           0             0          0
## 276          TA          Y         74           0             0          0
## 277          TA          Y        100         150             0          0
## 278          TA          Y          0           0             0          0
## 279          TA          Y        124          98             0          0
## 280          TA          Y        288         117             0          0
## 281          TA          Y          0          84             0        196
## 282          TA          Y          0         120             0          0
## 283          TA          Y        172          62             0          0
## 284          TA          Y        210         150             0          0
## 285          TA          Y          0           0            52          0
## 286          TA          Y          0          54             0          0
## 287          TA          Y          0           0             0          0
## 288        <NA>          Y          0           0             0          0
## 289          TA          Y          0           0             0          0
## 290          TA          Y          0           0             0          0
## 291          TA          Y          0          51             0          0
## 292        <NA>          N          0         184             0          0
## 293          TA          Y          0           0             0          0
## 294          TA          Y          0         250             0          0
## 295          TA          Y        110           0             0          0
## 296          TA          Y        120           0             0          0
## 297          TA          Y        289           0             0          0
## 298          TA          Y          0          10             0          0
## 299          TA          Y        224           0             0          0
## 300          TA          Y          0          36             0          0
## 301          TA          Y          0           0             0          0
## 302          TA          Y        208          50             0          0
## 303          TA          Y        468          81             0          0
## 304          TA          Y        256           0             0          0
## 305          TA          Y        302           0             0          0
## 306          TA          Y        168           0             0          0
## 307          TA          Y        127          44           224          0
## 308        <NA>          N          0         144             0          0
## 309          TA          Y        158           0             0          0
## 310          TA          Y        208         175             0          0
## 311          TA          Y        190          63             0          0
## 312          TA          Y          0           0             0          0
## 313          TA          Y          0           0             0          0
## 314          TA          Y          0           0             0          0
## 315          TA          Y          0           0           234          0
## 316          TA          Y        100          51             0          0
## 317          TA          Y        288         195             0          0
## 318          TA          Y        208          46             0          0
## 319          TA          Y        340          60           144          0
## 320          TA          Y        233          48             0          0
## 321          TA          Y        240         154             0          0
## 322          TA          Y        184         154             0          0
## 323          TA          Y        201          96             0          0
## 324          TA          Y        142          98             0          0
## 325          TA          Y        240           0             0          0
## 326          TA          Y          0           0           244          0
## 327          TA          Y        122          30             0          0
## 328          TA          Y          0          45             0          0
## 329          TA          Y          0          60           268          0
## 330          Fa          N          0           0           137          0
## 331          TA          Y        155           0             0          0
## 332          TA          Y          0           0             0          0
## 333          TA          Y          0           0             0          0
## 334          TA          Y        192          30             0          0
## 335          TA          Y        100          38             0          0
## 336          TA          Y        670           0             0          0
## 337          TA          Y        178          51             0          0
## 338          TA          Y        192          74             0          0
## 339          TA          Y        108          45             0          0
## 340          TA          Y          0           0             0          0
## 341          TA          Y        135           0             0          0
## 342          TA          N        250           0            24          0
## 343          TA          Y          0           0             0          0
## 344          TA          Y        495          72             0          0
## 345          TA          Y        182           0             0          0
## 346          TA          Y          0           0             0          0
## 347          TA          Y          0           0             0          0
## 348          TA          Y          0          40             0          0
## 349          TA          Y          0          27             0          0
## 350          TA          Y          0           0             0          0
## 351          TA          Y        210          54             0          0
## 352          TA          Y          0          80             0          0
## 353          Fa          Y         48           0             0          0
## 354          TA          Y        106           0             0          0
## 355          TA          Y          0           0           108          0
## 356          TA          Y          0          26             0          0
## 357          TA          Y        120          26             0          0
## 358          TA          Y        536          90             0          0
## 359          TA          Y        168           0           294          0
## 360          TA          Y        208          75             0          0
## 361          TA          Y          0           0             0          0
## 362          TA          N          0           0             0          0
## 363          TA          Y          0           0           177          0
## 364          TA          Y        250           0             0          0
## 365          TA          Y        306         111             0          0
## 366          Fa          Y          0         128           218          0
## 367          TA          Y          0          76             0          0
## 368          TA          Y         64         110             0          0
## 369          TA          Y          0          98             0          0
## 370          TA          Y        364          17             0          0
## 371          TA          Y        100          40             0          0
## 372          TA          N          0          59             0          0
## 373          TA          Y        353           0             0          0
## 374          TA          Y         66           0             0          0
## 375          TA          Y        100          48             0          0
## 376        <NA>          Y          0           0             0          0
## 377          TA          Y          0           0             0          0
## 378          TA          Y        159         214             0          0
## 379          TA          Y        113           0             0          0
## 380          TA          Y        100          63             0          0
## 381          TA          Y          0           0           242          0
## 382          TA          Y        216         121             0          0
## 383          TA          Y        144          53             0          0
## 384          Fa          N          0           0            91          0
## 385          TA          Y        216         231             0          0
## 386          TA          Y        146          20             0          0
## 387        <NA>          N          0         151             0          0
## 388          TA          Y        296           0             0          0
## 389          TA          Y        120          25             0          0
## 390          TA          Y        196         134             0          0
## 391          TA          Y          0         130           112          0
## 392          TA          Y        125         192             0          0
## 393          TA          Y          0           0             0          0
## 394        <NA>          Y          0           0             0          0
## 395          TA          Y          0          39             0          0
## 396          TA          Y         44           0             0          0
## 397          TA          Y        215           0             0          0
## 398          TA          Y          0         168             0          0
## 399          Po          N          0           0             0          0
## 400          TA          Y          0         168             0          0
## 401          TA          Y        120          30             0          0
## 402          TA          Y          0           0             0          0
## 403          TA          N        168           0             0          0
## 404          TA          Y        144         123             0          0
## 405          TA          Y          0          40             0          0
## 406          TA          Y        120          78             0          0
## 407          TA          Y          0           0             0          0
## 408          TA          Y          0           0           160          0
## 409          TA          Y        192          62             0          0
## 410          TA          Y          0         102             0          0
## 411          TA          Y          0           0             0          0
## 412          TA          Y        264           0             0          0
## 413          TA          Y          0         144             0          0
## 414          TA          Y          0           0           130          0
## 415          TA          Y        196         187             0          0
## 416          TA          Y        100          30             0          0
## 417          TA          Y          0           0             0          0
## 418          TA          N          0           0             0          0
## 419          TA          P          0           0             0          0
## 420          TA          Y          0          85           184          0
## 421          TA          Y          0           0             0          0
## 422          TA          Y        240           0             0          0
## 423          TA          N          0           0             0          0
## 424          TA          Y          0          66             0          0
## 425          TA          Y          0          44             0          0
## 426          TA          P          0           0           126          0
## 427          TA          Y         80           0             0          0
## 428          TA          Y          0           0             0          0
## 429          TA          Y        105          54             0          0
## 430          TA          Y          0           0           169          0
## 431          TA          Y          0           0             0          0
## 432        <NA>          N          0          98             0          0
## 433          TA          Y        240          36             0          0
## 434          TA          Y          0          36             0          0
## 435        <NA>          Y         88           0             0          0
## 436          TA          Y        158          61             0          0
## 437          TA          Y          0           0             0          0
## 438          TA          Y          0           0           105          0
## 439          TA          P          0           0            34          0
## 440          TA          Y          0          46             0          0
## 441          TA          Y          0          72             0          0
## 442        <NA>          Y          0           0             0          0
## 443          TA          P          0           0             0          0
## 444          TA          Y        144          16             0          0
## 445          TA          Y        144         133             0          0
## 446          TA          Y          0           0             0          0
## 447          TA          Y          0           0             0          0
## 448          TA          Y         89           0             0          0
## 449          TA          N          0           0             0          0
## 450          TA          Y          0         176             0          0
## 451          Fa          N          0         113             0          0
## 452          TA          Y        200          54             0          0
## 453          TA          Y        144         122             0          0
## 454          TA          Y          0          30             0          0
## 455          TA          Y          0           0             0          0
## 456          TA          Y          0           0             0          0
## 457          Fa          Y          0           0            96          0
## 458          TA          Y        224         137             0          0
## 459          TA          Y        192          63             0          0
## 460          TA          Y          0           0           248          0
## 461          TA          Y          0         150             0          0
## 462          TA          Y        256           0             0          0
## 463          TA          Y          0           0           236          0
## 464          TA          Y          0           0             0          0
## 465        <NA>          Y          0           0             0          0
## 466          TA          Y        144          20             0          0
## 467          TA          Y          0           0             0          0
## 468          TA          Y        168           0             0          0
## 469          TA          Y          0          44             0          0
## 470          TA          Y        144          70             0          0
## 471          TA          Y          0          54             0          0
## 472          TA          Y          0           0             0          0
## 473          TA          Y          0          28             0          0
## 474          TA          Y        250          63             0          0
## 475          TA          Y         96          48             0          0
## 476          TA          Y          0          24             0          0
## 477          TA          Y        140          39             0          0
## 478          TA          Y        414          84             0          0
## 479          TA          Y        208          44             0          0
## 480          TA          Y          0          72             0          0
## 481          TA          Y        519         112             0          0
## 482          TA          Y        206          49             0          0
## 483          Fa          Y          0           0             0          0
## 484          TA          Y          0         125             0          0
## 485          TA          Y          0         132             0          0
## 486          TA          Y          0          80           120          0
## 487          TA          Y          0           0             0          0
## 488          TA          Y        224           0             0          0
## 489          Fa          N        142           0             0          0
## 490          TA          Y          0           0             0          0
## 491          TA          Y        141          24             0          0
## 492          TA          Y          0           0            32          0
## 493          TA          Y          0           0             0          0
## 494          TA          Y          0           0             0          0
## 495          TA          Y        144          20            80          0
## 496        <NA>          N          0         523           115          0
## 497          TA          Y        264          75           291          0
## 498          TA          N          0         100             0          0
## 499          TA          Y         64           0             0          0
## 500          TA          Y         12         285             0          0
## 501          TA          Y        144          28             0          0
## 502          TA          Y          0         108             0          0
## 503          Fa          Y          0           0           184          0
## 504          TA          Y          0          54             0          0
## 505          TA          Y        260           0             0          0
## 506          TA          N          0           0             0          0
## 507          TA          Y        182          81             0          0
## 508          TA          Y          0         102             0          0
## 509          TA          N          0           0           116          0
## 510          TA          Y        224          88             0          0
## 511          TA          Y        324          42             0          0
## 512          TA          Y        132          35             0          0
## 513          TA          Y          0           0             0          0
## 514          TA          Y        120           0           158          0
## 515          Po          Y          0           0           112          0
## 516          TA          Y        156          54             0          0
## 517          TA          Y          0         104             0          0
## 518          TA          Y        220           0             0          0
## 519          TA          Y          0          36             0          0
## 520          TA          Y          0           0             0          0
## 521        <NA>          N        220         114           210          0
## 522          TA          Y          0          40             0          0
## 523          TA          Y          0          24            36          0
## 524          TA          Y        239          60             0          0
## 525          TA          Y         38         144             0          0
## 526          TA          Y        261           0           156          0
## 527          TA          Y        126          66             0          0
## 528        <NA>          N          0           0           144          0
## 529          TA          Y          0           0           200          0
## 530          TA          Y        224           0             0          0
## 531          Fa          Y          0           0            84          0
## 532          TA          Y          0           0             0          0
## 533        <NA>          N          0           0             0          0
## 534          TA          Y        100          35             0          0
## 535        <NA>          N         85           0           148          0
## 536          TA          Y        120         155             0          0
## 537          TA          Y        216           0             0          0
## 538          TA          Y        466           0             0          0
## 539          TA          Y        180           0             0          0
## 540          TA          Y        270          68             0          0
## 541          TA          Y          0          56             0          0
## 542          TA          Y         78          73             0          0
## 543          TA          Y        120          40             0          0
## 544          TA          Y        100          24             0          0
## 545          TA          Y          0           0             0          0
## 546          TA          Y          0          38             0        144
## 547          TA          Y        104           0             0          0
## 548          TA          Y        140          50             0          0
## 549          TA          Y        182         182             0          0
## 550          TA          Y          0          55             0          0
## 551          TA          Y          0           0             0          0
## 552          TA          Y        169          39             0          0
## 553          TA          N          0          96             0          0
## 554          TA          Y        320          62             0          0
## 555          TA          Y          0           0           116          0
## 556          TA          Y        268           0             0          0
## 557          TA          Y          0          47           120          0
## 558          TA          Y        264          22             0          0
## 559          TA          Y        143          20             0          0
## 560          TA          Y          0           0             0          0
## 561          TA          Y        240          38             0          0
## 562        <NA>          Y        144           0             0          0
## 563          TA          N         72          36             0          0
## 564          TA          Y          0          40             0          0
## 565          TA          Y          0          66           136          0
## 566          TA          Y        144          39             0          0
## 567          TA          Y          0           0             0          0
## 568          TA          Y        349          40             0          0
## 569          TA          Y         42           0             0          0
## 570          TA          Y          0           0             0          0
## 571          TA          Y        168           0             0          0
## 572          TA          Y        208         114             0          0
## 573          TA          Y        100           0             0          0
## 574          TA          Y         35           0             0          0
## 575          TA          Y        158           0           102          0
## 576          TA          Y          0          50             0          0
## 577          TA          Y        160          68           240          0
## 578          TA          Y          0         102             0          0
## 579          TA          Y          0           0             0          0
## 580          TA          Y        216         110             0          0
## 581          TA          Y          0          90             0          0
## 582        <NA>          Y          0          32             0          0
## 583          TA          Y        105         502             0          0
## 584          TA          Y          0           0            54          0
## 585          TA          Y        326          66             0          0
## 586          TA          N          0           0           112          0
## 587          TA          Y          0           0             0          0
## 588          TA          Y          0          48             0          0
## 589          TA          P          0           0             0          0
## 590          TA          Y          0          45             0          0
## 591          TA          Y        382         274             0          0
## 592          TA          Y          0           0             0          0
## 593          TA          Y        140           0             0          0
## 594          TA          Y          0           0             0          0
## 595          TA          Y        180          75             0          0
## 596          Fa          N          0         158             0          0
## 597          TA          Y        120          16             0          0
## 598          TA          Y          0           0             0          0
## 599          TA          Y        161           0             0          0
## 600          TA          Y        179          60             0          0
## 601          TA          P          0         162             0          0
## 602          TA          Y        120         150             0          0
## 603          TA          Y          0         172             0          0
## 604          TA          Y        192          36             0          0
## 605          TA          Y          0          42             0          0
## 606          TA          Y        168           0             0          0
## 607          TA          Y        103           0             0          0
## 608          TA          Y          0           0             0          0
## 609          TA          Y         64           0            39          0
## 610          TA          Y        253         142             0          0
## 611          TA          Y          0           0             0          0
## 612          TA          Y        160         122             0          0
## 613        <NA>          Y          0          30             0          0
## 614        <NA>          Y         96          24             0          0
## 615          TA          Y        120           0             0          0
## 616          TA          Y        100          75             0          0
## 617          TA          Y          0           0             0          0
## 618          TA          Y          0         108             0          0
## 619          TA          Y        168           0             0          0
## 620        <NA>          N          0           0           100          0
## 621          TA          Y         38         243             0          0
## 622          TA          Y        192           0             0          0
## 623          TA          Y          0          32             0          0
## 624          TA          Y        148           0             0          0
## 625          TA          Y          0           0             0          0
## 626          TA          Y          0           0            36          0
## 627          TA          Y          0           0           189          0
## 628          TA          Y        335           0             0          0
## 629          TA          Y        176           0             0          0
## 630          Po          N          0           0           293          0
## 631          TA          Y        156          73             0          0
## 632          TA          Y        192           0             0          0
## 633          TA          Y        390           0             0          0
## 634          TA          Y        264          56             0          0
## 635        <NA>          N          0         110             0          0
## 636        <NA>          N          0           0             0          0
## 637          TA          Y          0           0             0          0
## 638        <NA>          P        328           0           164          0
## 639          TA          Y        312           0             0          0
## 640          TA          Y        185         140             0          0
## 641          TA          Y          0         235             0          0
## 642          TA          Y        269         111             0          0
## 643          TA          Y        208           0             0          0
## 644          TA          Y        195         130             0          0
## 645          TA          Y          0         312            40          0
## 646          TA          Y          0          27             0          0
## 647          TA          Y          0           0             0          0
## 648          TA          Y          0         124           216          0
## 649        <NA>          Y          0           0             0          0
## 650          TA          Y          0           0             0          0
## 651          Po          P        120           0             0          0
## 652          TA          Y          0         120             0          0
## 653          TA          Y         57           0           239          0
## 654          TA          Y        236          46             0          0
## 655          TA          Y          0           0             0          0
## 656          TA          Y          0           0             0          0
## 657          TA          P          0           0           112          0
## 658          TA          Y        192           0             0          0
## 659          TA          Y          0           0             0          0
## 660          TA          Y          0         113           252          0
## 661          TA          Y        517          76             0          0
## 662          TA          Y          0           0           240          0
## 663          TA          Y          0           0           180          0
## 664          TA          Y        192         267             0          0
## 665          TA          Y        188         124             0          0
## 666          TA          Y          0         265             0          0
## 667          TA          Y        224          42             0          0
## 668          TA          Y        304           0             0          0
## 669          Fa          Y          0           0            67          0
## 670          TA          Y        100          35             0          0
## 671          TA          Y        147           0             0          0
## 672          TA          Y        198          42             0          0
## 673          TA          Y          0          87             0          0
## 674          TA          Y        426           0             0          0
## 675          TA          Y         28           0             0          0
## 676          Fa          N          0           0            90          0
## 677          Fa          N        316           0           120          0
## 678          TA          Y        322          82             0          0
## 679          TA          Y          0           0             0          0
## 680          TA          Y         80           0             0          0
## 681          TA          Y          0           0            56          0
## 682          TA          Y        307           0             0          0
## 683          TA          Y        257          45             0          0
## 684          TA          Y          0          81             0          0
## 685          TA          Y        219           0             0          0
## 686          TA          Y        144         105             0          0
## 687          TA          Y          0          60             0          0
## 688          TA          Y        140           0             0          0
## 689          TA          Y        192          28             0          0
## 690          TA          Y        149           0             0          0
## 691          TA          Y        320          27             0          0
## 692          TA          Y          0           0           112          0
## 693          TA          Y        112           0             0          0
## 694          TA          Y        125           0             0          0
## 695          TA          Y          0           0           129          0
## 696          TA          Y          0           0             0          0
## 697          TA          Y        416         144             0          0
## 698          TA          Y        156         158             0          0
## 699          TA          Y        270          78             0          0
## 700          TA          Y          0           0             0          0
## 701          TA          Y        324         100             0          0
## 702          TA          N        344           0            40          0
## 703          TA          Y          0          35             0        144
## 704        <NA>          N          0           0             0          0
## 705          TA          Y        380          48             0          0
## 706          TA          Y        192          38             0          0
## 707          TA          Y        100          24             0          0
## 708          TA          Y          0           0             0          0
## 709        <NA>          N          0           0             0          0
## 710          TA          N         68           0            98          0
## 711          TA          Y        168         120             0          0
## 712          TA          Y          0         288             0          0
## 713          TA          Y          0          44             0          0
## 714          TA          Y          0           0             0          0
## 715          TA          P          0          48           143          0
## 716          TA          Y        224           0             0          0
## 717          TA          Y        250         154           216          0
## 718          TA          Y          0           0             0          0
## 719          TA          Y        114          28           234          0
## 720          TA          Y        160           0             0          0
## 721          TA          Y          0           0             0          0
## 722          TA          Y          0           0             0          0
## 723          TA          Y        327          64             0          0
## 724          TA          Y         96           0             0          0
## 725          TA          Y        292          44             0        182
## 726          TA          Y        132           0             0          0
## 727          TA          Y          0          25             0          0
## 728          TA          Y          0          23           112          0
## 729          TA          Y        237         152             0          0
## 730          TA          Y        160          22             0          0
## 731          TA          Y        192          84             0          0
## 732          TA          Y        165           0             0          0
## 733          TA          Y        147           0             0          0
## 734          TA          N          0         341             0          0
## 735          TA          Y          0           0             0          0
## 736          TA          Y          0         116             0          0
## 737        <NA>          Y        120           0             0          0
## 738          TA          Y        187          56             0          0
## 739          Gd          Y        270           0           112          0
## 740          TA          Y        168           0             0          0
## 741          TA          Y        120          55             0          0
## 742          TA          Y        302           0             0          0
## 743          TA          Y         96           0            70        168
## 744          TA          Y          0         204             0          0
## 745          TA          Y        224          54             0          0
## 746          TA          N        181           0           386          0
## 747          TA          Y        240          56           154          0
## 748          TA          N         92           0           185          0
## 749        <NA>          N          0         160             0          0
## 750          TA          Y          0          48             0          0
## 751          TA          Y        168          27             0          0
## 752          TA          Y        192          52             0          0
## 753          TA          Y        171          48             0          0
## 754          TA          Y          0          24             0          0
## 755          TA          Y        144         105             0          0
## 756          TA          Y        335           0             0          0
## 757          TA          Y          0           0             0          0
## 758          TA          Y        222          98             0          0
## 759          Ex          Y          0           0             0          0
## 760          TA          Y          0           0             0          0
## 761          TA          Y        169          45             0          0
## 762          TA          Y          0         128             0          0
## 763          TA          Y          0          30             0          0
## 764          TA          Y          0         174             0          0
## 765          TA          Y        228          66           156          0
## 766          TA          Y        245           0           156          0
## 767          TA          Y        120          33             0          0
## 768          TA          Y        503          36             0          0
## 769          TA          Y        120           0             0          0
## 770          TA          Y          0           0             0          0
## 771          TA          Y        144           0             0          0
## 772          TA          Y          0           0             0          0
## 773          TA          Y        315          45             0          0
## 774          TA          Y          0         247             0          0
## 775          TA          Y        144          59             0          0
## 776          TA          Y        241           0             0          0
## 777          TA          Y          0           0             0          0
## 778          TA          Y          0           0             0          0
## 779          TA          Y        220          21             0          0
## 780          TA          Y          0         124             0          0
## 781          TA          Y          0          33             0          0
## 782          TA          Y        303          30             0          0
## 783        <NA>          Y          0         291           134          0
## 784          TA          Y          0           0             0          0
## 785          TA          Y          0           0           196          0
## 786          TA          Y          0          45             0          0
## 787          TA          Y          0           0             0          0
## 788          TA          Y        133         168             0          0
## 789          TA          Y        100          16             0          0
## 790          TA          Y        120           0             0          0
## 791          TA          Y        180         130             0          0
## 792          TA          Y        168         130             0          0
## 793          TA          Y        143          46             0          0
## 794          TA          Y          0          50             0          0
## 795          TA          Y        138           0             0          0
## 796          TA          Y          0           0             0          0
## 797          TA          Y        144          78             0          0
## 798          TA          Y          0           0           264          0
## 799          TA          Y        403         114           185          0
## 800          TA          Y          0           0             0          0
## 801          TA          Y         36          18             0          0
## 802          TA          Y         52         170             0          0
## 803          TA          Y          0           0             0          0
## 804          TA          Y          0          60             0          0
## 805          TA          Y         68           0             0          0
## 806          TA          Y          0         312             0          0
## 807          TA          Y          0           0             0          0
## 808          Po          N         40         156             0          0
## 809          TA          Y        265           0             0          0
## 810          TA          Y        140           0             0          0
## 811          TA          N          0           0             0          0
## 812          TA          Y          0           0           275          0
## 813          TA          P        207           0            96          0
## 814          TA          Y          0          34             0          0
## 815          TA          Y          0           0           120          0
## 816          TA          Y        150          59             0          0
## 817          TA          Y          0           0             0          0
## 818          TA          Y        192          35             0          0
## 819          TA          Y          0          45             0          0
## 820          TA          Y          0          32           112          0
## 821          TA          Y        100          48             0          0
## 822          TA          Y        335           0             0          0
## 823          TA          Y          0         140             0          0
## 824          TA          Y        188          45             0          0
## 825        <NA>          Y          0           0           116          0
## 826          TA          Y        290          39             0          0
## 827          TA          Y        486           0             0          0
## 828          TA          Y          0         166             0          0
## 829          TA          Y          0           0             0          0
## 830          TA          Y          0         166             0          0
## 831          TA          Y        192          39             0          0
## 832          TA          Y          0           0             0          0
## 833          TA          Y          0           0             0          0
## 834          TA          Y        290           0             0          0
## 835          TA          Y          0         116           230          0
## 836          TA          Y          0           0             0          0
## 837          TA          Y        278           0             0          0
## 838          TA          Y          0           0             0          0
## 839          TA          P          0           0           254          0
## 840          TA          P         70          78            68          0
## 841          Gd          Y          0         129             0          0
## 842        <NA>          Y          0           0             0          0
## 843          TA          Y        418           0           194          0
## 844          TA          Y          0           0             0          0
## 845          TA          Y        234          72           192          0
## 846          TA          Y          0           0             0          0
## 847          TA          Y        486          40             0          0
## 848          TA          Y        113         100             0          0
## 849          TA          Y        140           0             0          0
## 850          TA          Y        143          20             0          0
## 851          TA          Y          0           0             0          0
## 852          TA          Y        180           0             0          0
## 853          TA          Y          0         418             0          0
## 854          TA          Y          0         104             0          0
## 855          Fa          Y          0           0            34          0
## 856          TA          Y          0          36             0          0
## 857          TA          Y          0           0             0          0
## 858          TA          Y          0          65             0          0
## 859          TA          Y          0         240             0          0
## 860          TA          Y          0           0             0          0
## 861          TA          Y          0           0             0          0
## 862          TA          Y          0           0             0          0
## 863          TA          Y          0         140             0          0
## 864          TA          Y          0           0             0          0
## 865          TA          Y        192          80             0          0
## 866          TA          Y        168           0             0          0
## 867          TA          P        120         144             0          0
## 868          TA          Y        156          90             0          0
## 869          TA          Y          0           0             0          0
## 870          TA          Y          0          77             0          0
## 871          TA          Y        196           0           150          0
## 872          TA          Y          0          28             0          0
## 873          TA          Y         26           0             0          0
## 874          TA          Y        208         364             0          0
## 875          TA          Y          0           0             0          0
## 876          TA          Y        184           0             0          0
## 877          TA          Y        192           0             0          0
## 878          TA          Y          0           0             0          0
## 879          TA          Y          0          49             0          0
## 880          TA          Y        168          36             0          0
## 881          TA          Y        342          40             0          0
## 882          Gd          Y          0         188             0          0
## 883          TA          Y          0           0             0          0
## 884          TA          Y         97          65             0          0
## 885          TA          Y        272          54             0          0
## 886          TA          Y        121           0             0          0
## 887          TA          Y         81         207             0          0
## 888          TA          Y          0           0             0        162
## 889          TA          Y          0           0             0          0
## 890          TA          Y        243           0             0          0
## 891          TA          Y        192           0             0          0
## 892          TA          Y        511         116             0          0
## 893          TA          Y          0           0             0          0
## 894          TA          Y          0          50             0          0
## 895          TA          Y          0          28             0          0
## 896          TA          Y        154           0             0          0
## 897          TA          Y          0          67             0          0
## 898          TA          Y          0           0             0          0
## 899          TA          Y          0           0             0          0
## 900          TA          Y          0           0             0          0
## 901          TA          Y          0          75             0          0
## 902          TA          Y        144          60             0          0
## 903          TA          Y          0           0             0          0
## 904          TA          Y          0           0           164          0
## 905          TA          Y          0          60             0          0
## 906          TA          Y          0           0             0          0
## 907          TA          Y        164           0             0          0
## 908          TA          Y         36          24             0          0
## 909          TA          Y          0           0             0          0
## 910          TA          Y        173           0             0          0
## 911          TA          Y          0           0           112          0
## 912          TA          Y          0           0             0          0
## 913          TA          Y          0         234             0          0
## 914          TA          Y          0           0             0          0
## 915          TA          Y          0           0             0          0
## 916          TA          Y          0           0             0          0
## 917          TA          Y         72         192           224          0
## 918          TA          Y          0          51             0          0
## 919          TA          Y        300          87             0          0
## 920        <NA>          N          0          70             0          0
## 921          TA          Y        100           0             0         23
## 922          TA          Y          0          69             0          0
## 923          TA          Y        384         131             0          0
## 924          TA          Y        180           0             0          0
## 925          TA          Y        104         100             0          0
## 926          TA          Y          0          43             0          0
## 927          TA          Y        202         151             0          0
## 928          TA          Y          0           0             0          0
## 929          TA          Y        100          18             0          0
## 930          TA          Y          0           0             0          0
## 931          TA          Y          0         191             0          0
## 932          TA          Y        192          36             0          0
## 933          TA          Y          0           0             0          0
## 934          TA          Y          0           0            32          0
## 935          TA          Y          0          41             0          0
## 936          TA          Y          0          48             0          0
## 937          TA          Y          0          90             0          0
## 938          TA          Y         56           0           318          0
## 939          TA          Y         40           0             0          0
## 940          TA          Y          0           0             0        168
## 941        <NA>          N        321           0             0          0
## 942          TA          P          0           0             0          0
## 943          TA          Y          0         118             0          0
## 944          TA          Y         48           0           244          0
## 945          TA          Y         86           0             0          0
## 946          TA          Y          0         252             0          0
## 947          TA          Y        144          96             0          0
## 948          TA          Y          0           0             0          0
## 949          TA          Y        194           0             0          0
## 950          TA          Y        421           0             0          0
## 951          TA          Y        192           0             0          0
## 952          TA          Y        305         189             0          0
## 953        <NA>          Y          0           0             0          0
## 954          TA          Y          0           0             0          0
## 955          TA          Y        150           0             0          0
## 956          TA          Y          0           0             0          0
## 957          TA          Y          0          39             0          0
## 958          TA          Y          0          44             0          0
## 959        <NA>          Y        117           0             0          0
## 960          TA          Y        550         282             0          0
## 961          TA          Y         48           0             0          0
## 962          TA          Y        288         136             0          0
## 963          TA          Y          0          40             0          0
## 964          TA          Y          0          72             0          0
## 965          TA          Y          0          70             0          0
## 966          TA          Y          0           0             0          0
## 967        <NA>          Y          0           0             0          0
## 968          TA          Y          0           0             0          0
## 969        <NA>          Y          0           0             0          0
## 970          TA          Y          0          27             0          0
## 971          TA          Y         28           0             0          0
## 972          TA          Y          0         120             0          0
## 973          TA          Y        509         135             0          0
## 974          TA          Y        153          50             0          0
## 975        <NA>          Y          0           0             0          0
## 976          TA          Y          0         116             0          0
## 977          TA          Y          0           0             0          0
## 978          TA          Y          0          80             0          0
## 979          TA          Y        144          76             0          0
## 980          TA          Y        250           0             0          0
## 981          TA          Y        100          16             0          0
## 982          TA          Y          0           0             0          0
## 983          TA          Y          0           0             0          0
## 984          TA          Y          0          48             0          0
## 985          TA          Y        394           0             0          0
## 986          TA          Y        168          95             0          0
## 987          TA          Y          0         224             0          0
## 988          TA          Y          0          50             0          0
## 989          TA          Y          0          70             0          0
## 990          TA          P          0         169             0          0
## 991          TA          Y        239          42             0          0
## 992          TA          Y          0          35             0          0
## 993          TA          Y        216          48             0          0
## 994          TA          Y          0          57             0          0
## 995          TA          Y          0         319             0          0
## 996          TA          Y        371           0             0          0
## 997          Fa          P          0         100            48          0
## 998          TA          Y        105          61             0          0
## 999          Fa          Y          0           0             0          0
## 1000         TA          N          0          20            94          0
## 1001         TA          Y        144         104             0          0
## 1002         TA          Y          0           0             0          0
## 1003         TA          Y        156           0             0          0
## 1004         TA          Y        210           0             0          0
## 1005         TA          Y          0           0             0          0
## 1006         TA          Y        238           0             0          0
## 1007         TA          Y        100          48             0          0
## 1008       <NA>          P          0           0           138          0
## 1009         TA          Y          0           0           108          0
## 1010       <NA>          Y          0           0             0          0
## 1011         TA          Y         96           0           112          0
## 1012         TA          Y          0          30           226          0
## 1013         TA          Y          0         130             0          0
## 1014         TA          Y          0          45             0          0
## 1015         TA          Y        115          66             0          0
## 1016         TA          Y         63           0             0          0
## 1017         TA          Y        164           0             0          0
## 1018         TA          Y        142          20             0          0
## 1019         TA          Y        252          64             0          0
## 1020         TA          Y        105          54             0          0
## 1021         Fa          Y          0           0           192          0
## 1022         TA          Y        156          20             0          0
## 1023         TA          Y          0          72           174          0
## 1024         TA          Y         96           0             0          0
## 1025         TA          Y          0           0             0          0
## 1026         TA          Y        192          44             0          0
## 1027         TA          Y          0           0             0          0
## 1028         TA          Y          0          28             0          0
## 1029       <NA>          N          0           0           228          0
## 1030         TA          Y        136          63             0          0
## 1031         TA          Y        209          55             0          0
## 1032         TA          Y          0         136             0          0
## 1033         TA          Y          0           0             0          0
## 1034         TA          N        186           0             0          0
## 1035         TA          Y        228           0             0          0
## 1036         TA          Y          0          45             0          0
## 1037       <NA>          Y          0           0             0          0
## 1038         TA          Y          0           0             0          0
## 1039         TA          Y          0           0             0          0
## 1040         TA          Y          0          40             0          0
## 1041         TA          Y        170          63             0          0
## 1042         TA          Y        192         121             0          0
## 1043         TA          Y        474         120             0          0
## 1044         TA          Y          0           0             0          0
## 1045         TA          Y        214         108             0          0
## 1046         TA          Y          0           0             0          0
## 1047         TA          Y          0           0             0          0
## 1048         TA          Y          0           0             0          0
## 1049         TA          Y          0          22             0          0
## 1050         TA          Y          0          20             0          0
## 1051         TA          Y          0          52             0          0
## 1052         TA          Y        116          78             0          0
## 1053         TA          Y        199          60             0          0
## 1054         TA          Y          0           0             0          0
## 1055         TA          Y        192          36             0          0
## 1056         TA          Y        168          98             0          0
## 1057         TA          Y          0         102             0          0
## 1058         Fa          Y          0           0            19          0
## 1059         TA          Y          0           0           170          0
## 1060         TA          Y          0          20             0          0
## 1061         TA          Y          0          57             0          0
## 1062         TA          Y        166         120             0          0
## 1063         TA          Y          0          58             0          0
## 1064         TA          Y        296          44             0          0
## 1065         TA          Y          0          40             0          0
## 1066         TA          Y        328         128             0          0
## 1067         TA          Y        728          20             0          0
## 1068         TA          Y          0           0             0          0
## 1069         TA          Y          0          20             0          0
## 1070         TA          Y          0           0             0          0
## 1071         TA          P          0           0             0          0
## 1072         TA          Y        252           0             0          0
## 1073         TA          Y        140          93             0          0
## 1074         TA          Y          0           0             0          0
## 1075         TA          Y        436          21             0          0
## 1076         TA          Y        240          32             0          0
## 1077         TA          Y        140           0             0          0
## 1078         TA          Y          0          64             0          0
## 1079         TA          Y         55           0             0        216
## 1080         TA          Y          0           0           220          0
## 1081         TA          Y        192          39             0          0
## 1082         TA          Y          0         116             0          0
## 1083         TA          Y        315          44             0          0
## 1084         TA          Y        120           0             0          0
## 1085         TA          Y        120          96             0          0
## 1086         TA          Y        160          50             0          0
## 1087         TA          Y          0          40             0          0
## 1088         TA          Y          0          84             0          0
## 1089         TA          Y          0           0             0          0
## 1090         TA          Y          0          48             0          0
## 1091         TA          Y        342           0           128          0
## 1092         TA          Y          0          64             0          0
## 1093         TA          Y          0           0            80          0
## 1094         TA          Y          0          22             0          0
## 1095       <NA>          Y        136           0           115          0
## 1096         TA          Y          0          74           137          0
## 1097         TA          Y          0           0             0          0
## 1098         TA          Y          0           0             0          0
## 1099         TA          N          0           0             0          0
## 1100         TA          Y          0           0             0          0
## 1101         TA          Y          0          16             0          0
## 1102         TA          Y          0           0           192          0
## 1103         TA          Y          0           0             0          0
## 1104         TA          Y        186          32             0          0
## 1105         TA          Y          0         244             0          0
## 1106         TA          Y          0         100             0          0
## 1107         TA          Y        100          48             0          0
## 1108         TA          Y        125         185             0          0
## 1109         TA          Y        224          84             0          0
## 1110         TA          Y          0          69             0          0
## 1111         TA          Y          0           0             0          0
## 1112         TA          Y          0          18             0          0
## 1113         TA          Y          0           0             0          0
## 1114         TA          Y          0           0             0          0
## 1115         TA          Y        120           0             0          0
## 1116         TA          Y          0           0             0          0
## 1117         TA          Y        280          34             0          0
## 1118         TA          Y        140           0           252          0
## 1119         TA          Y          0          22           112          0
## 1120         TA          Y        144          20             0          0
## 1121         TA          Y         64           0             0          0
## 1122       <NA>          Y          0         200             0          0
## 1123         TA          Y        100          25             0          0
## 1124         Fa          Y          0           0             0          0
## 1125         TA          Y        143          20             0          0
## 1126         TA          Y        144          36             0          0
## 1127         TA          Y        100          48             0          0
## 1128         TA          Y         49           0             0          0
## 1129         TA          Y        431          44             0          0
## 1130       <NA>          Y          0          28             0          0
## 1131         TA          N          0          48             0          0
## 1132         TA          Y          0         155             0          0
## 1133         TA          Y        100          38             0          0
## 1134         TA          Y          0         128             0          0
## 1135         TA          Y          0           0            96          0
## 1136       <NA>          N          0           0           176          0
## 1137         TA          Y        264          32             0          0
## 1138         TA          Y          0           0           216          0
## 1139         TA          Y          0           0             0          0
## 1140         TA          Y        448          96             0          0
## 1141         TA          Y        125         144             0          0
## 1142       <NA>          Y          0          24             0          0
## 1143         TA          Y          0           0             0          0
## 1144         TA          Y          0           0             0          0
## 1145         TA          Y        165          26             0          0
## 1146         TA          Y          0           0             0          0
## 1147         TA          Y          0           0           176          0
## 1148         TA          Y          0           0             0          0
## 1149         TA          Y          0           0           214          0
## 1150         TA          Y          0         140             0          0
## 1151         TA          Y          0           0           280          0
## 1152         TA          Y          0           0            96          0
## 1153         TA          Y         60          84             0          0
## 1154         TA          Y          0          21             0          0
## 1155         TA          Y          0          92             0         96
## 1156         TA          Y        172          62             0          0
## 1157         TA          Y          0          24             0          0
## 1158         TA          Y          0          69             0          0
## 1159         TA          Y         26           0             0          0
## 1160         TA          Y        108           0             0        216
## 1161         TA          Y          0           0             0          0
## 1162         TA          Y        120           0             0          0
## 1163         TA          Y        168         180             0          0
## 1164         TA          Y          0         114             0          0
## 1165         TA          Y        160          33             0          0
## 1166         TA          Y          0          38             0          0
## 1167         TA          Y          0           0             0          0
## 1168         TA          Y        361          76             0          0
## 1169         TA          Y        203           0             0          0
## 1170         TA          Y          0           0             0          0
## 1171         TA          Y          0          54             0          0
## 1172       <NA>          Y        122           0             0          0
## 1173         TA          Y          0           0             0          0
## 1174         TA          Y          0          33             0          0
## 1175         TA          Y        362           0             0          0
## 1176         TA          N          0           0           116          0
## 1177         TA          Y        192           0           102          0
## 1178       <NA>          N          0          36           190          0
## 1179         TA          Y          0           0             0          0
## 1180         TA          Y        162          53             0        153
## 1181         TA          Y        229           0             0          0
## 1182         TA          Y          0         263             0          0
## 1183         TA          Y          0           0           236          0
## 1184         Fa          Y          0          74             0          0
## 1185         TA          Y          0         114           192          0
## 1186         TA          Y        144          68             0          0
## 1187         TA          Y        140          60             0          0
## 1188         TA          Y        439           0             0          0
## 1189         TA          Y        206           0             0          0
## 1190         Fa          P          0           0            84          0
## 1191         TA          Y          0         304             0          0
## 1192         TA          Y        379          36             0          0
## 1193         TA          Y        100          24             0          0
## 1194         TA          Y        100          17             0          0
## 1195         TA          Y          0           0           330          0
## 1196         TA          Y        356           0             0          0
## 1197         TA          Y          0          82             0          0
## 1198         TA          Y          0           0             0          0
## 1199         TA          Y        198          36             0          0
## 1200         TA          N          0           0           208          0
## 1201         TA          Y         74         234             0          0
## 1202         TA          Y          0          88             0          0
## 1203         TA          Y         84          70             0          0
## 1204         TA          Y          0          42             0          0
## 1205         TA          Y        192          23             0          0
## 1206         TA          Y          0           0             0          0
## 1207         TA          Y        322          50             0          0
## 1208         TA          Y        635         104             0          0
## 1209         TA          Y        325          12             0          0
## 1210         TA          N          0         113             0          0
## 1211         TA          Y         88           0             0          0
## 1212         TA          Y        150          72             0          0
## 1213         TA          Y          0           0             0          0
## 1214         TA          Y          0           0             0          0
## 1215         TA          Y        135         112             0          0
## 1216       <NA>          N          0           0             0          0
## 1217       <NA>          N        201           0             0          0
## 1218         TA          Y          0           0             0          0
## 1219         TA          Y          0          63             0          0
## 1220         TA          Y          0           0             0          0
## 1221         TA          Y          0          30             0          0
## 1222         TA          Y        100          75             0          0
## 1223         TA          Y        224           0             0          0
## 1224         TA          Y        100          18             0          0
## 1225         TA          Y          0         240             0          0
## 1226         TA          Y          0          72             0          0
## 1227         TA          Y          0           0             0          0
## 1228         TA          N        155          24           145          0
## 1229         TA          Y          0          18             0          0
## 1230         TA          Y          0           0             0          0
## 1231         TA          Y          0           0             0          0
## 1232       <NA>          N          0         192             0          0
## 1233         Fa          N        203          40             0          0
## 1234         TA          Y          0          27             0          0
##      ScreenPorch PoolArea PoolQC Fence MiscFeature MiscVal MoSold YrSold
## 1              0        0   <NA>  <NA>        <NA>       0      2   2008
## 2              0        0   <NA>  <NA>        <NA>       0      5   2007
## 3              0        0   <NA>  <NA>        <NA>       0      9   2008
## 4              0        0   <NA>  <NA>        <NA>       0      2   2006
## 5              0        0   <NA>  <NA>        <NA>       0     12   2008
## 6              0        0   <NA> MnPrv        Shed     700     10   2009
## 7              0        0   <NA>  <NA>        <NA>       0      8   2007
## 8              0        0   <NA>  <NA>        Shed     350     11   2009
## 9              0        0   <NA>  <NA>        <NA>       0      4   2008
## 10             0        0   <NA>  <NA>        <NA>       0      1   2008
## 11             0        0   <NA>  <NA>        <NA>       0      2   2008
## 12             0        0   <NA>  <NA>        <NA>       0      7   2006
## 13           176        0   <NA>  <NA>        <NA>       0      9   2008
## 14             0        0   <NA>  <NA>        <NA>       0      8   2007
## 15             0        0   <NA>  GdWo        <NA>       0      5   2008
## 16             0        0   <NA> GdPrv        <NA>       0      7   2007
## 17             0        0   <NA>  <NA>        Shed     700      3   2010
## 18             0        0   <NA>  <NA>        Shed     500     10   2006
## 19             0        0   <NA>  <NA>        <NA>       0      6   2008
## 20             0        0   <NA> MnPrv        <NA>       0      5   2009
## 21             0        0   <NA>  <NA>        <NA>       0     11   2006
## 22             0        0   <NA> GdPrv        <NA>       0      6   2007
## 23             0        0   <NA>  <NA>        <NA>       0      9   2008
## 24             0        0   <NA>  <NA>        <NA>       0      6   2007
## 25             0        0   <NA> MnPrv        <NA>       0      5   2010
## 26             0        0   <NA>  <NA>        <NA>       0      7   2009
## 27             0        0   <NA>  <NA>        <NA>       0      5   2010
## 28             0        0   <NA>  <NA>        <NA>       0      5   2010
## 29             0        0   <NA>  <NA>        <NA>       0     12   2006
## 30             0        0   <NA>  <NA>        <NA>       0      5   2008
## 31             0        0   <NA> MnPrv        <NA>       0      7   2008
## 32             0        0   <NA> MnPrv        <NA>       0      6   2008
## 33             0        0   <NA>  <NA>        <NA>       0      1   2008
## 34             0        0   <NA>  <NA>        <NA>       0      4   2010
## 35             0        0   <NA>  <NA>        <NA>       0      8   2007
## 36             0        0   <NA>  <NA>        <NA>       0      9   2006
## 37             0        0   <NA>  <NA>        <NA>       0      6   2009
## 38             0        0   <NA>  <NA>        <NA>       0     10   2009
## 39             0        0   <NA>  <NA>        <NA>       0      1   2010
## 40             0        0   <NA>  <NA>        <NA>       0      6   2008
## 41             0        0   <NA>  GdWo        <NA>       0     12   2006
## 42             0        0   <NA>  <NA>        <NA>       0      7   2007
## 43             0        0   <NA> MnPrv        <NA>       0     12   2007
## 44             0        0   <NA> MnPrv        <NA>       0      7   2008
## 45             0        0   <NA>  <NA>        <NA>       0      5   2006
## 46             0        0   <NA>  <NA>        <NA>       0      2   2010
## 47           198        0   <NA>  <NA>        <NA>       0      8   2009
## 48             0        0   <NA>  <NA>        <NA>       0      7   2007
## 49             0        0   <NA>  <NA>        <NA>       0      6   2009
## 50             0        0   <NA> MnPrv        <NA>       0      1   2007
## 51             0        0   <NA>  <NA>        <NA>       0      7   2007
## 52             0        0   <NA> MnPrv        Shed     400      9   2006
## 53             0        0   <NA>  <NA>        <NA>       0      5   2010
## 54             0        0   <NA>  <NA>        <NA>       0     11   2006
## 55             0        0   <NA> MnPrv        <NA>       0      2   2007
## 56             0        0   <NA>  <NA>        <NA>       0      7   2008
## 57             0        0   <NA>  <NA>        <NA>       0      8   2009
## 58             0        0   <NA>  <NA>        <NA>       0      8   2006
## 59             0        0   <NA>  <NA>        <NA>       0     10   2006
## 60             0        0   <NA> MnPrv        <NA>       0      1   2008
## 61             0        0   <NA>  <NA>        <NA>       0      5   2006
## 62             0        0   <NA>  <NA>        <NA>       0      3   2007
## 63             0        0   <NA>  <NA>        <NA>       0     10   2007
## 64             0        0   <NA> GdPrv        <NA>       0      4   2010
## 65             0        0   <NA> GdPrv        <NA>       0      2   2009
## 66             0        0   <NA>  <NA>        <NA>       0     10   2007
## 67             0        0   <NA>  <NA>        <NA>       0      7   2010
## 68             0        0   <NA>  <NA>        <NA>       0      6   2007
## 69             0        0   <NA>  <NA>        <NA>       0      6   2010
## 70             0        0   <NA>  <NA>        <NA>       0      7   2006
## 71             0        0   <NA>  <NA>        <NA>       0      2   2007
## 72             0        0   <NA>  <NA>        <NA>       0      6   2007
## 73           291        0   <NA>  <NA>        <NA>       0     12   2009
## 74             0        0   <NA>  GdWo        <NA>       0      5   2010
## 75             0        0   <NA>  <NA>        <NA>       0      5   2010
## 76             0        0   <NA>  GdWo        <NA>       0     11   2009
## 77             0        0   <NA>  <NA>        <NA>       0      4   2008
## 78             0        0   <NA> MnPrv        <NA>       0      1   2008
## 79             0        0   <NA>  <NA>        <NA>       0      4   2010
## 80             0        0   <NA> MnPrv        <NA>       0      5   2009
## 81           252        0   <NA>  <NA>        <NA>       0      6   2009
## 82             0        0   <NA>  <NA>        <NA>       0      3   2006
## 83             0        0   <NA>  <NA>        <NA>       0     10   2008
## 84             0        0   <NA>  <NA>        <NA>       0      7   2007
## 85             0        0   <NA>  <NA>        Shed     700      5   2009
## 86             0        0   <NA>  <NA>        <NA>       0      4   2006
## 87             0        0   <NA>  <NA>        <NA>       0      3   2009
## 88             0        0   <NA>  <NA>        <NA>       0      6   2009
## 89             0        0   <NA> MnPrv        <NA>       0     10   2009
## 90             0        0   <NA>  <NA>        <NA>       0      8   2007
## 91             0        0   <NA>  <NA>        <NA>       0      7   2006
## 92             0        0   <NA>  GdWo        <NA>       0     12   2006
## 93             0        0   <NA>  <NA>        <NA>       0      8   2009
## 94            99        0   <NA>  <NA>        <NA>       0     11   2007
## 95             0        0   <NA>  <NA>        <NA>       0      5   2007
## 96             0        0   <NA>  <NA>        Shed     480      4   2009
## 97             0        0   <NA>  <NA>        <NA>       0      8   2006
## 98             0        0   <NA>  <NA>        <NA>       0      5   2007
## 99             0        0   <NA>  <NA>        Shed     400      5   2010
## 100            0        0   <NA>  <NA>        Shed     400      1   2010
## 101            0        0   <NA>  <NA>        <NA>       0      2   2010
## 102            0        0   <NA>  <NA>        <NA>       0      6   2010
## 103            0        0   <NA>  <NA>        <NA>       0      6   2009
## 104            0        0   <NA>  <NA>        <NA>       0      5   2010
## 105          184        0   <NA>  <NA>        <NA>       0      6   2007
## 106            0        0   <NA>  <NA>        <NA>       0      8   2008
## 107            0        0   <NA>  <NA>        Shed     450      8   2007
## 108            0        0   <NA>  <NA>        <NA>       0      4   2008
## 109            0        0   <NA>  <NA>        <NA>       0      8   2007
## 110            0        0   <NA> MnPrv        <NA>       0      1   2010
## 111            0        0   <NA>  <NA>        <NA>       0     10   2006
## 112            0        0   <NA>  <NA>        <NA>       0      4   2010
## 113          168        0   <NA>  <NA>        <NA>       0     10   2007
## 114            0        0   <NA> MnPrv        <NA>       0     10   2007
## 115            0        0   <NA> MnPrv        <NA>       0      7   2007
## 116            0        0   <NA>  <NA>        <NA>       0      6   2007
## 117            0        0   <NA>  <NA>        <NA>       0      9   2009
## 118            0        0   <NA>  <NA>        <NA>       0      4   2007
## 119            0        0   <NA>  <NA>        <NA>       0      5   2010
## 120            0        0   <NA>  <NA>        <NA>       0      7   2006
## 121            0        0   <NA>  <NA>        <NA>       0     10   2006
## 122            0        0   <NA> MnPrv        <NA>       0      6   2007
## 123          130        0   <NA>  <NA>        <NA>       0      6   2008
## 124            0        0   <NA>  <NA>        <NA>       0      3   2008
## 125            0        0   <NA>  <NA>        <NA>       0      1   2009
## 126            0        0   <NA>  <NA>        <NA>       0      6   2006
## 127            0        0   <NA>  <NA>        <NA>       0      2   2007
## 128            0        0   <NA>  <NA>        <NA>       0      6   2007
## 129            0        0   <NA>  <NA>        <NA>       0      7   2006
## 130            0        0   <NA>  MnWw        <NA>       0      7   2006
## 131            0        0   <NA> GdPrv        <NA>       0      5   2006
## 132            0        0   <NA>  <NA>        <NA>       0      7   2009
## 133            0        0   <NA>  <NA>        <NA>       0      7   2007
## 134            0        0   <NA>  <NA>        <NA>       0      6   2009
## 135            0        0   <NA> MnPrv        <NA>       0      7   2006
## 136            0        0   <NA> MnPrv        <NA>       0      5   2008
## 137            0        0   <NA>  <NA>        <NA>       0      7   2007
## 138            0        0   <NA>  <NA>        <NA>       0      7   2006
## 139            0        0   <NA> GdPrv        <NA>       0     12   2008
## 140            0        0   <NA> MnPrv        <NA>       0      8   2009
## 141            0        0   <NA>  <NA>        <NA>       0      4   2010
## 142            0        0   <NA>  <NA>        <NA>       0      1   2006
## 143            0        0   <NA> MnPrv        <NA>       0      6   2010
## 144            0        0   <NA>  <NA>        <NA>       0      6   2009
## 145            0        0   <NA>  <NA>        <NA>       0     11   2006
## 146            0        0   <NA>  <NA>        <NA>       0      4   2006
## 147            0        0   <NA>  <NA>        <NA>       0     11   2009
## 148            0        0   <NA>  <NA>        <NA>       0      5   2010
## 149            0        0   <NA>  <NA>        <NA>       0      4   2008
## 150            0        0   <NA>  <NA>        <NA>       0      4   2006
## 151            0        0   <NA> MnPrv        <NA>       0      1   2007
## 152            0        0   <NA>  <NA>        <NA>       0      1   2008
## 153            0        0   <NA>  GdWo        <NA>       0      6   2006
## 154            0        0   <NA>  <NA>        <NA>       0      3   2008
## 155            0        0   <NA>  <NA>        <NA>       0      3   2006
## 156            0        0   <NA>  <NA>        <NA>       0      4   2008
## 157            0        0   <NA>  <NA>        <NA>       0      6   2006
## 158            0        0   <NA>  <NA>        <NA>       0      5   2010
## 159            0        0   <NA>  GdWo        <NA>       0      5   2010
## 160            0        0   <NA>  <NA>        <NA>       0      3   2006
## 161            0        0   <NA>  <NA>        <NA>       0      6   2008
## 162            0        0   <NA>  <NA>        <NA>       0      3   2008
## 163            0        0   <NA>  <NA>        <NA>       0      5   2010
## 164            0        0   <NA> MnPrv        <NA>       0      4   2007
## 165            0        0   <NA>  <NA>        <NA>       0     10   2007
## 166            0        0   <NA>  <NA>        <NA>       0      9   2008
## 167          142        0   <NA>  GdWo        <NA>       0     11   2009
## 168            0        0   <NA>  <NA>        <NA>       0     11   2007
## 169            0        0   <NA>  <NA>        <NA>       0      5   2007
## 170            0        0   <NA>  <NA>        <NA>       0      1   2006
## 171            0        0   <NA>  <NA>        <NA>       0      5   2007
## 172            0        0   <NA>  <NA>        <NA>       0      5   2010
## 173            0        0   <NA>  <NA>        <NA>       0      6   2006
## 174            0        0   <NA>  <NA>        <NA>       0      6   2008
## 175            0        0   <NA>  <NA>        <NA>       0     11   2008
## 176            0        0   <NA> MnPrv        <NA>       0      6   2007
## 177          192        0   <NA>  <NA>        <NA>       0      9   2007
## 178            0        0   <NA>  <NA>        <NA>       0      7   2006
## 179            0        0   <NA>  <NA>        <NA>       0      7   2009
## 180            0        0   <NA>  <NA>        <NA>       0      7   2007
## 181            0        0   <NA>  <NA>        <NA>       0      6   2007
## 182            0        0   <NA>  <NA>        <NA>       0      7   2006
## 183            0        0   <NA> MnPrv        <NA>       0      6   2007
## 184            0        0   <NA>  <NA>        <NA>       0      6   2008
## 185            0        0   <NA> MnPrv        <NA>       0      6   2006
## 186          410        0   <NA> GdPrv        <NA>       0      6   2006
## 187            0        0   <NA> GdPrv        <NA>       0      6   2009
## 188            0        0   <NA> MnPrv        <NA>       0      8   2009
## 189            0        0   <NA>  <NA>        <NA>       0      6   2009
## 190          224        0   <NA>  <NA>        <NA>       0      8   2008
## 191            0        0   <NA>  <NA>        <NA>       0     12   2007
## 192            0        0   <NA>  <NA>        <NA>       0      6   2007
## 193            0        0   <NA>  <NA>        <NA>       0      9   2009
## 194            0        0   <NA>  <NA>        <NA>       0      5   2006
## 195            0        0   <NA>  <NA>        <NA>       0      5   2008
## 196            0        0   <NA>  <NA>        <NA>       0      7   2009
## 197          266        0   <NA>  <NA>        <NA>       0      9   2007
## 198            0      512     Ex GdPrv        <NA>       0      3   2006
## 199            0        0   <NA> MnPrv        <NA>       0      7   2009
## 200          170        0   <NA>  <NA>        <NA>       0      1   2009
## 201            0        0   <NA>  <NA>        <NA>       0      3   2010
## 202            0        0   <NA> MnPrv        <NA>       0      2   2008
## 203            0        0   <NA>  <NA>        <NA>       0      5   2006
## 204            0        0   <NA>  <NA>        <NA>       0      1   2008
## 205            0        0   <NA>  MnWw        <NA>       0      4   2009
## 206            0        0   <NA>  <NA>        <NA>       0      5   2009
## 207            0        0   <NA>  <NA>        <NA>       0      3   2007
## 208            0        0   <NA>  GdWo        <NA>       0      4   2008
## 209          154        0   <NA>  <NA>        <NA>       0      4   2007
## 210            0        0   <NA> MnPrv        <NA>       0      7   2008
## 211            0        0   <NA>  <NA>        <NA>       0      4   2008
## 212            0        0   <NA>  <NA>        <NA>       0      3   2010
## 213            0        0   <NA>  <NA>        <NA>       0      7   2009
## 214            0        0   <NA>  <NA>        <NA>       0      7   2006
## 215            0        0   <NA> MnPrv        Shed     450      3   2010
## 216            0        0   <NA> MnPrv        <NA>       0      5   2006
## 217            0        0   <NA>  <NA>        <NA>       0      4   2008
## 218            0        0   <NA>  <NA>        <NA>       0      9   2006
## 219            0        0   <NA>  <NA>        <NA>       0      5   2008
## 220            0        0   <NA>  <NA>        <NA>       0      3   2006
## 221            0        0   <NA>  <NA>        <NA>       0      4   2006
## 222            0        0   <NA>  <NA>        <NA>       0     12   2009
## 223            0        0   <NA> MnPrv        <NA>       0      2   2006
## 224            0        0   <NA>  <NA>        <NA>       0      3   2009
## 225            0        0   <NA>  <NA>        <NA>       0      6   2009
## 226            0        0   <NA>  <NA>        <NA>       0      5   2009
## 227            0        0   <NA>  <NA>        <NA>       0      6   2007
## 228            0        0   <NA>  <NA>        <NA>       0      9   2008
## 229            0        0   <NA> MnPrv        <NA>       0      5   2010
## 230            0        0   <NA>  <NA>        <NA>       0      5   2009
## 231            0        0   <NA>  <NA>        <NA>       0      4   2010
## 232            0        0   <NA>  <NA>        <NA>       0      7   2009
## 233            0        0   <NA>  <NA>        <NA>       0      6   2006
## 234            0        0   <NA> MnPrv        <NA>       0      2   2010
## 235            0        0   <NA>  <NA>        <NA>       0      5   2010
## 236            0        0   <NA>  <NA>        <NA>       0      8   2008
## 237            0        0   <NA>  <NA>        <NA>       0      5   2010
## 238            0        0   <NA>  <NA>        <NA>       0      2   2010
## 239            0        0   <NA>  <NA>        <NA>       0     12   2007
## 240            0        0   <NA> MnPrv        <NA>       0      4   2010
## 241            0        0   <NA>  <NA>        <NA>       0      4   2010
## 242            0        0   <NA>  <NA>        <NA>       0      8   2007
## 243            0        0   <NA>  <NA>        <NA>       0      4   2006
## 244            0        0   <NA>  <NA>        <NA>       0      4   2009
## 245            0        0   <NA>  <NA>        <NA>       0      5   2010
## 246            0        0   <NA>  <NA>        <NA>       0      6   2006
## 247            0        0   <NA>  <NA>        <NA>       0      4   2006
## 248            0        0   <NA>  <NA>        <NA>       0      6   2006
## 249            0        0   <NA>  <NA>        <NA>       0      9   2007
## 250            0        0   <NA>  <NA>        Shed     500      6   2007
## 251            0        0   <NA>  GdWo        Shed     450      5   2010
## 252          153        0   <NA>  <NA>        <NA>       0     12   2007
## 253            0        0   <NA>  <NA>        <NA>       0     12   2008
## 254            0        0   <NA> MnPrv        <NA>       0     10   2007
## 255            0        0   <NA>  <NA>        <NA>       0      6   2010
## 256            0        0   <NA>  <NA>        <NA>       0      2   2006
## 257            0        0   <NA>  <NA>        <NA>       0      5   2008
## 258            0        0   <NA>  <NA>        <NA>       0      3   2009
## 259            0        0   <NA>  <NA>        <NA>       0      5   2008
## 260            0        0   <NA>  <NA>        <NA>       0     12   2008
## 261            0        0   <NA>  GdWo        <NA>       0      5   2009
## 262            0        0   <NA>  <NA>        <NA>       0     11   2007
## 263            0        0   <NA>  GdWo        <NA>       0      7   2006
## 264            0        0   <NA>  <NA>        <NA>       0      4   2010
## 265            0        0   <NA>  <NA>        <NA>       0      6   2008
## 266            0        0   <NA> GdPrv        <NA>       0      6   2008
## 267            0        0   <NA>  <NA>        <NA>       0      6   2006
## 268            0        0   <NA>  <NA>        <NA>       0      7   2008
## 269            0        0   <NA>  <NA>        <NA>       0      2   2008
## 270            0        0   <NA> GdPrv        <NA>       0      5   2007
## 271            0        0   <NA>  <NA>        <NA>       0      8   2006
## 272            0        0   <NA>  <NA>        <NA>       0      4   2008
## 273            0        0   <NA>  <NA>        <NA>       0      4   2010
## 274            0        0   <NA> MnPrv        <NA>       0      4   2009
## 275            0        0   <NA>  <NA>        <NA>       0      6   2007
## 276          144        0   <NA>  <NA>        <NA>       0     10   2009
## 277            0        0   <NA>  <NA>        <NA>       0      4   2010
## 278            0        0   <NA>  <NA>        <NA>       0      6   2010
## 279          142        0   <NA>  <NA>        <NA>       0      5   2007
## 280            0        0   <NA>  <NA>        <NA>       0      3   2008
## 281            0        0   <NA>  <NA>        <NA>       0      1   2007
## 282            0        0   <NA>  <NA>        <NA>       0      5   2006
## 283            0        0   <NA>  <NA>        <NA>       0      4   2009
## 284            0        0   <NA>  <NA>        <NA>       0     12   2009
## 285            0        0   <NA>  <NA>        <NA>       0      7   2007
## 286            0        0   <NA>  <NA>        <NA>       0      6   2007
## 287          128        0   <NA> GdPrv        <NA>       0      6   2006
## 288            0        0   <NA>  <NA>        <NA>       0      6   2006
## 289            0        0   <NA> MnPrv        <NA>       0      2   2010
## 290          259        0   <NA>  <NA>        <NA>       0      7   2007
## 291            0        0   <NA>  <NA>        <NA>       0      7   2006
## 292            0        0   <NA>  <NA>        <NA>       0      3   2008
## 293          160        0   <NA>  <NA>        <NA>       0      1   2009
## 294            0        0   <NA>  <NA>        <NA>       0      3   2006
## 295            0        0   <NA>  <NA>        <NA>       0     10   2009
## 296            0        0   <NA> GdPrv        <NA>       0      3   2006
## 297            0        0   <NA> MnPrv        <NA>       0      6   2007
## 298          198        0   <NA>  <NA>        <NA>       0      6   2007
## 299            0        0   <NA>  <NA>        <NA>       0      6   2007
## 300            0        0   <NA> GdPrv        <NA>       0      8   2009
## 301            0        0   <NA>  <NA>        <NA>       0      6   2006
## 302            0        0   <NA>  <NA>        <NA>       0      5   2007
## 303            0        0   <NA>  <NA>        <NA>       0      1   2006
## 304            0        0   <NA>  GdWo        <NA>       0      7   2006
## 305            0        0   <NA>  <NA>        <NA>       0      5   2008
## 306            0        0   <NA>  <NA>        <NA>       0      7   2007
## 307            0        0   <NA>  <NA>        <NA>       0      6   2007
## 308            0        0   <NA> MnPrv        <NA>       0      3   2008
## 309            0        0   <NA>  <NA>        <NA>       0      3   2009
## 310            0        0   <NA>  <NA>        <NA>       0     11   2006
## 311            0        0   <NA>  <NA>        <NA>       0      5   2006
## 312            0        0   <NA>  <NA>        <NA>       0      5   2009
## 313          271        0   <NA> MnPrv        <NA>       0      5   2006
## 314            0        0   <NA>  <NA>        <NA>       0      6   2009
## 315            0        0   <NA>  <NA>        <NA>       0      8   2006
## 316            0        0   <NA>  <NA>        <NA>       0      7   2009
## 317            0        0   <NA> GdPrv        <NA>       0      8   2009
## 318            0        0   <NA>  <NA>        <NA>       0     12   2007
## 319            0        0   <NA>  <NA>        <NA>       0      4   2009
## 320            0        0   <NA>  <NA>        <NA>       0      6   2009
## 321            0        0   <NA>  <NA>        <NA>       0      9   2006
## 322            0        0   <NA>  <NA>        <NA>       0      6   2007
## 323            0        0   <NA> MnPrv        <NA>       0      8   2007
## 324            0        0   <NA>  <NA>        <NA>       0      7   2006
## 325            0        0   <NA>  <NA>        <NA>       0      6   2010
## 326            0        0   <NA>  <NA>        <NA>       0     12   2007
## 327            0        0   <NA>  <NA>        <NA>       0      5   2008
## 328            0        0   <NA>  <NA>        <NA>       0      4   2006
## 329            0        0   <NA>  <NA>        <NA>       0      7   2009
## 330            0        0   <NA>  GdWo        <NA>       0      7   2009
## 331            0        0   <NA>  <NA>        <NA>       0     11   2007
## 332            0        0   <NA>  <NA>        <NA>       0      8   2007
## 333            0        0   <NA>  <NA>        <NA>       0     10   2009
## 334            0        0   <NA>  <NA>        <NA>       0      7   2008
## 335            0        0   <NA>  <NA>        <NA>       0      7   2008
## 336            0        0   <NA>  <NA>        Shed     700      8   2008
## 337            0        0   <NA>  <NA>        <NA>       0      7   2007
## 338            0        0   <NA>  <NA>        <NA>       0     12   2008
## 339            0        0   <NA>  <NA>        Shed     400      5   2006
## 340          234        0   <NA>  <NA>        <NA>       0      6   2009
## 341            0        0   <NA>  <NA>        <NA>       0      4   2010
## 342            0        0   <NA>  <NA>        <NA>       0      9   2009
## 343            0        0   <NA>  <NA>        <NA>       0      5   2006
## 344            0        0   <NA>  <NA>        <NA>       0      7   2008
## 345            0        0   <NA>  <NA>        <NA>       0      4   2010
## 346            0        0   <NA>  <NA>        <NA>       0     10   2006
## 347            0        0   <NA>  <NA>        Gar2   15500      4   2007
## 348            0        0   <NA>  <NA>        <NA>       0     12   2009
## 349            0        0   <NA>  <NA>        <NA>       0     10   2008
## 350            0        0   <NA>  <NA>        <NA>       0      4   2006
## 351            0        0   <NA>  <NA>        <NA>       0     12   2007
## 352          184        0   <NA>  <NA>        <NA>       0     12   2006
## 353            0        0   <NA>  <NA>        <NA>       0      3   2008
## 354            0        0   <NA>  <NA>        <NA>       0      5   2010
## 355            0        0   <NA>  <NA>        <NA>       0      6   2006
## 356            0        0   <NA>  <NA>        <NA>       0      8   2007
## 357            0        0   <NA>  <NA>        <NA>       0      7   2009
## 358            0        0   <NA> MnPrv        <NA>       0      8   2007
## 359            0        0   <NA>  <NA>        <NA>       0      7   2006
## 360          374        0   <NA>  <NA>        <NA>       0      6   2006
## 361          192        0   <NA> MnPrv        <NA>       0      6   2007
## 362            0        0   <NA>  <NA>        <NA>       0      7   2008
## 363            0        0   <NA>  <NA>        <NA>       0      7   2009
## 364            0        0   <NA>  <NA>        <NA>       0      5   2009
## 365            0        0   <NA>  <NA>        <NA>       0      7   2006
## 366            0        0   <NA>  <NA>        <NA>       0      7   2009
## 367          185        0   <NA>  <NA>        <NA>       0      7   2009
## 368            0        0   <NA>  <NA>        <NA>       0     12   2008
## 369            0        0   <NA>  <NA>        <NA>       0      3   2010
## 370          182        0   <NA>  <NA>        <NA>       0      3   2010
## 371            0        0   <NA>  <NA>        <NA>       0      1   2006
## 372            0        0   <NA>  <NA>        <NA>       0      7   2008
## 373           90        0   <NA> MnPrv        <NA>       0      2   2010
## 374            0        0   <NA>  GdWo        <NA>       0     11   2009
## 375            0        0   <NA>  <NA>        <NA>       0      7   2007
## 376            0        0   <NA>  <NA>        <NA>       0      3   2009
## 377            0        0   <NA>  <NA>        <NA>       0      7   2006
## 378            0        0   <NA>  <NA>        <NA>       0     12   2007
## 379            0        0   <NA>  <NA>        <NA>       0      6   2010
## 380            0        0   <NA>  <NA>        <NA>       0      6   2009
## 381            0        0   <NA>  <NA>        <NA>       0      5   2010
## 382            0        0   <NA>  <NA>        <NA>       0      8   2006
## 383            0        0   <NA>  <NA>        <NA>       0      4   2007
## 384            0        0   <NA>  <NA>        <NA>       0     10   2009
## 385            0        0   <NA>  <NA>        <NA>       0      6   2007
## 386          144        0   <NA>  <NA>        <NA>       0      4   2010
## 387            0        0   <NA>  <NA>        <NA>       0      5   2006
## 388            0        0   <NA>  GdWo        <NA>       0     10   2009
## 389            0        0   <NA>  <NA>        <NA>       0      7   2008
## 390            0        0   <NA>  <NA>        <NA>       0      8   2008
## 391            0        0   <NA> MnPrv        <NA>       0      4   2008
## 392            0        0   <NA>  <NA>        <NA>       0      6   2009
## 393            0        0   <NA> MnPrv        Shed    1200      7   2007
## 394            0        0   <NA>  GdWo        <NA>       0      4   2006
## 395            0        0   <NA>  <NA>        <NA>       0      7   2007
## 396            0        0   <NA>  <NA>        <NA>       0      6   2010
## 397            0        0   <NA>  <NA>        <NA>       0      9   2009
## 398            0        0   <NA>  <NA>        <NA>       0      7   2007
## 399            0        0   <NA>  <NA>        <NA>       0     11   2007
## 400            0        0   <NA>  <NA>        <NA>       0     10   2009
## 401          224        0   <NA>  <NA>        <NA>       0     12   2008
## 402            0        0   <NA>  <NA>        <NA>       0      7   2006
## 403            0        0   <NA> GdPrv        <NA>       0      8   2008
## 404            0        0   <NA>  <NA>        <NA>       0      7   2006
## 405            0        0   <NA>  <NA>        <NA>       0      5   2007
## 406            0        0   <NA>  GdWo        <NA>       0      6   2009
## 407            0        0   <NA>  <NA>        <NA>       0      3   2008
## 408            0        0   <NA>  <NA>        <NA>       0      3   2008
## 409            0        0   <NA>  <NA>        <NA>       0      8   2007
## 410            0        0   <NA>  <NA>        <NA>       0      4   2008
## 411            0        0   <NA>  <NA>        <NA>       0      6   2009
## 412            0        0   <NA>  <NA>        <NA>       0      1   2006
## 413            0        0   <NA>  <NA>        <NA>       0      6   2010
## 414            0        0   <NA>  <NA>        <NA>       0      3   2010
## 415            0        0   <NA>  <NA>        <NA>       0     12   2008
## 416            0        0   <NA>  <NA>        <NA>       0      8   2007
## 417            0        0   <NA>  <NA>        <NA>       0      3   2006
## 418            0        0   <NA>  <NA>        <NA>       0     11   2007
## 419            0        0   <NA>  <NA>        <NA>       0      4   2007
## 420            0        0   <NA>  <NA>        <NA>       0      7   2010
## 421            0        0   <NA>  <NA>        <NA>       0     11   2008
## 422            0        0   <NA>  <NA>        <NA>       0      6   2009
## 423            0        0   <NA>  <NA>        <NA>       0      2   2008
## 424            0        0   <NA>  <NA>        <NA>       0      6   2008
## 425            0        0   <NA>  <NA>        <NA>       0      5   2008
## 426            0        0   <NA>  <NA>        <NA>       0      9   2009
## 427          396        0   <NA>  <NA>        <NA>       0      8   2009
## 428            0        0   <NA>  <NA>        <NA>       0      7   2008
## 429            0        0   <NA>  <NA>        <NA>       0      9   2007
## 430            0        0   <NA>  <NA>        <NA>       0      3   2009
## 431            0        0   <NA>  <NA>        <NA>       0      7   2008
## 432            0        0   <NA> MnPrv        <NA>       0      9   2008
## 433            0        0   <NA>  <NA>        <NA>       0      8   2007
## 434            0        0   <NA>  <NA>        <NA>       0      7   2008
## 435            0        0   <NA>  <NA>        <NA>       0      6   2008
## 436            0        0   <NA>  <NA>        <NA>       0      4   2009
## 437            0        0   <NA>  <NA>        <NA>       0     10   2006
## 438            0        0   <NA>  <NA>        <NA>       0      1   2009
## 439            0        0   <NA> MnPrv        <NA>       0      3   2007
## 440            0        0   <NA> GdPrv        Shed     800      8   2009
## 441          170        0   <NA>  <NA>        <NA>       0      4   2009
## 442            0        0   <NA>  <NA>        <NA>       0      9   2008
## 443            0        0   <NA>  <NA>        <NA>       0      6   2008
## 444            0        0   <NA>  <NA>        <NA>       0      6   2007
## 445            0        0   <NA>  <NA>        <NA>       0      7   2008
## 446            0        0   <NA> MnPrv        <NA>       0     11   2009
## 447            0        0   <NA>  <NA>        <NA>       0      6   2010
## 448            0        0   <NA>  <NA>        <NA>       0      7   2006
## 449            0        0   <NA>  <NA>        <NA>       0      6   2006
## 450            0        0   <NA>  <NA>        <NA>       0      6   2007
## 451            0        0   <NA>  <NA>        <NA>       0      6   2006
## 452            0        0   <NA>  <NA>        <NA>       0     12   2006
## 453            0        0   <NA>  <NA>        <NA>       0      7   2007
## 454            0        0   <NA>  <NA>        <NA>       0      6   2009
## 455            0        0   <NA>  <NA>        <NA>       0      7   2006
## 456            0        0   <NA>  <NA>        <NA>       0      9   2007
## 457            0        0   <NA>  <NA>        <NA>       0      5   2008
## 458            0        0   <NA>  <NA>        <NA>       0      3   2008
## 459            0        0   <NA> MnPrv        <NA>       0      6   2008
## 460            0        0   <NA>  <NA>        <NA>       0      7   2009
## 461            0        0   <NA>  <NA>        <NA>       0     12   2009
## 462            0        0   <NA> MnPrv        <NA>       0      4   2009
## 463            0        0   <NA>  GdWo        <NA>       0     12   2009
## 464            0        0   <NA>  <NA>        <NA>       0      8   2008
## 465            0        0   <NA>  <NA>        <NA>       0      8   2009
## 466            0        0   <NA>  <NA>        <NA>       0      5   2006
## 467          176        0   <NA>  GdWo        <NA>       0      4   2007
## 468            0        0   <NA>  <NA>        <NA>       0      6   2007
## 469            0        0   <NA>  <NA>        <NA>       0      5   2007
## 470            0        0   <NA>  <NA>        <NA>       0      6   2008
## 471          140        0   <NA>  <NA>        <NA>       0      6   2010
## 472          276        0   <NA>  <NA>        <NA>       0     11   2007
## 473            0        0   <NA>  <NA>        <NA>       0      6   2008
## 474            0        0   <NA>  <NA>        <NA>       0      7   2007
## 475            0        0   <NA>  <NA>        <NA>       0      8   2007
## 476          192        0   <NA>  <NA>        <NA>       0      7   2007
## 477            0        0   <NA>  <NA>        <NA>       0      4   2008
## 478            0        0   <NA>  <NA>        <NA>       0      3   2007
## 479            0        0   <NA>  <NA>        <NA>       0      9   2009
## 480            0        0   <NA> MnPrv        <NA>       0      3   2007
## 481            0        0   <NA>  <NA>        <NA>       0      3   2006
## 482            0        0   <NA>  <NA>        <NA>       0      8   2006
## 483            0        0   <NA>  <NA>        <NA>       0      6   2009
## 484            0        0   <NA>  <NA>        <NA>       0      5   2006
## 485            0        0   <NA>  <NA>        <NA>       0      3   2007
## 486            0        0   <NA>  <NA>        <NA>       0      7   2009
## 487            0        0   <NA>  <NA>        <NA>       0      6   2007
## 488          180        0   <NA>  <NA>        <NA>       0      2   2007
## 489            0        0   <NA>  <NA>        <NA>       0      5   2006
## 490            0        0   <NA>  <NA>        <NA>       0      5   2009
## 491            0        0   <NA>  <NA>        <NA>       0      6   2008
## 492            0        0   <NA> MnPrv        <NA>       0      8   2006
## 493            0        0   <NA>  <NA>        <NA>       0      5   2006
## 494            0        0   <NA>  <NA>        <NA>       0      6   2008
## 495            0        0   <NA>  <NA>        <NA>       0     12   2009
## 496            0        0   <NA>  GdWo        <NA>       0     11   2009
## 497            0        0   <NA>  <NA>        <NA>       0      5   2007
## 498            0        0   <NA> GdPrv        <NA>       0      6   2008
## 499            0        0   <NA> MnPrv        <NA>       0      6   2009
## 500            0        0   <NA>  MnWw        Shed     480      6   2007
## 501            0        0   <NA>  <NA>        <NA>       0      5   2007
## 502            0        0   <NA>  <NA>        <NA>       0      2   2008
## 503            0        0   <NA> GdPrv        Shed     400      4   2007
## 504          161        0   <NA>  GdWo        <NA>       0      3   2010
## 505            0        0   <NA>  <NA>        <NA>       0      6   2009
## 506            0        0   <NA>  <NA>        <NA>       0      7   2009
## 507            0        0   <NA>  <NA>        <NA>       0      9   2006
## 508            0        0   <NA>  <NA>        <NA>       0      9   2009
## 509            0        0   <NA>  <NA>        <NA>       0     10   2008
## 510            0        0   <NA> MnPrv        <NA>       0      7   2009
## 511          168        0   <NA>  <NA>        Shed    2000      6   2009
## 512            0        0   <NA>  <NA>        <NA>       0      3   2006
## 513            0        0   <NA>  <NA>        <NA>       0      7   2006
## 514            0        0   <NA>  <NA>        <NA>       0      6   2007
## 515            0        0   <NA> MnPrv        <NA>       0      6   2007
## 516            0        0   <NA>  <NA>        <NA>       0      9   2009
## 517            0        0   <NA> GdPrv        <NA>       0      8   2009
## 518            0        0   <NA>  <NA>        <NA>       0      7   2009
## 519            0        0   <NA> MnPrv        <NA>       0      5   2007
## 520          145        0   <NA> MnPrv        <NA>       0      6   2009
## 521            0        0   <NA>  <NA>        <NA>       0      8   2008
## 522            0        0   <NA>  <NA>        <NA>       0      5   2007
## 523            0        0   <NA>  <NA>        <NA>       0     10   2006
## 524            0        0   <NA>  <NA>        <NA>       0      8   2007
## 525            0        0   <NA>  <NA>        <NA>       0      4   2006
## 526            0        0   <NA>  <NA>        <NA>       0      6   2007
## 527            0        0   <NA>  <NA>        <NA>       0     11   2008
## 528            0        0   <NA>  <NA>        <NA>       0      7   2007
## 529            0        0   <NA>  <NA>        <NA>       0      3   2007
## 530            0        0   <NA>  <NA>        <NA>       0      8   2008
## 531            0        0   <NA>  <NA>        <NA>       0      6   2008
## 532            0        0   <NA>  <NA>        <NA>       0      4   2010
## 533            0        0   <NA>  <NA>        <NA>       0      1   2007
## 534            0        0   <NA>  <NA>        <NA>       0     10   2006
## 535            0        0   <NA>  <NA>        <NA>       0      1   2008
## 536            0        0   <NA>  <NA>        <NA>       0      7   2008
## 537            0        0   <NA>  MnWw        <NA>       0      4   2008
## 538            0        0   <NA>  <NA>        <NA>       0      7   2006
## 539            0        0   <NA> MnPrv        Shed    2000      5   2010
## 540            0        0   <NA>  <NA>        <NA>       0      3   2009
## 541            0        0   <NA>  <NA>        <NA>       0      6   2007
## 542            0        0   <NA>  <NA>        <NA>       0      6   2009
## 543            0        0   <NA>  <NA>        <NA>       0      6   2007
## 544            0        0   <NA>  <NA>        <NA>       0      9   2006
## 545            0        0   <NA>  <NA>        <NA>       0      2   2006
## 546            0        0   <NA>  <NA>        <NA>       0      5   2007
## 547            0        0   <NA>  <NA>        <NA>       0      4   2007
## 548            0        0   <NA> MnPrv        <NA>       0      6   2008
## 549            0        0   <NA>  <NA>        <NA>       0     11   2009
## 550          200        0   <NA>  <NA>        <NA>       0     10   2008
## 551            0        0   <NA>  <NA>        <NA>       0      6   2008
## 552            0        0   <NA>  <NA>        <NA>       0      7   2009
## 553            0        0   <NA> MnPrv        <NA>       0      5   2009
## 554            0        0   <NA>  <NA>        <NA>       0      8   2008
## 555            0        0   <NA>  <NA>        <NA>       0      8   2006
## 556          122        0   <NA>  MnWw        <NA>       0      5   2006
## 557            0        0   <NA>  <NA>        <NA>       0      9   2006
## 558            0        0   <NA>  <NA>        <NA>       0      8   2008
## 559            0        0   <NA>  <NA>        <NA>       0     10   2006
## 560           95        0   <NA>  <NA>        <NA>       0      5   2010
## 561            0        0   <NA>  <NA>        <NA>       0      4   2006
## 562            0        0   <NA>  <NA>        <NA>       0      7   2008
## 563          144        0   <NA>  <NA>        <NA>       0      7   2008
## 564            0        0   <NA>  <NA>        <NA>       0      7   2006
## 565            0        0   <NA>  <NA>        <NA>       0      5   2010
## 566            0        0   <NA>  <NA>        <NA>       0      6   2008
## 567            0        0   <NA>  <NA>        <NA>       0      3   2010
## 568            0        0   <NA>  <NA>        <NA>       0      9   2009
## 569            0        0   <NA>  <NA>        <NA>       0     12   2006
## 570            0        0   <NA>  <NA>        <NA>       0     11   2008
## 571            0        0   <NA>  <NA>        <NA>       0     10   2006
## 572            0        0   <NA>  <NA>        <NA>       0      7   2009
## 573            0        0   <NA>  <NA>        <NA>       0     12   2007
## 574            0        0   <NA>  GdWo        <NA>       0     12   2007
## 575            0        0   <NA>  <NA>        <NA>       0     10   2008
## 576            0        0   <NA>  <NA>        <NA>       0      8   2009
## 577            0        0   <NA>  <NA>        <NA>       0      5   2006
## 578            0        0   <NA>  <NA>        <NA>       0      2   2008
## 579            0        0   <NA>  <NA>        <NA>       0     11   2008
## 580            0        0   <NA>  <NA>        <NA>       0      6   2007
## 581            0        0   <NA>  <NA>        <NA>       0      8   2009
## 582            0        0   <NA>  <NA>        <NA>       0      5   2007
## 583            0        0   <NA>  <NA>        <NA>       0      7   2008
## 584          120        0   <NA>  <NA>        <NA>       0      7   2009
## 585            0        0   <NA>  <NA>        <NA>       0      3   2006
## 586            0        0   <NA>  MnWw        <NA>       0      5   2008
## 587            0        0   <NA>  <NA>        <NA>       0      7   2009
## 588           60        0   <NA>  <NA>        <NA>       0      6   2009
## 589            0        0   <NA>  <NA>        Shed     600      8   2008
## 590            0        0   <NA>  <NA>        <NA>       0      9   2008
## 591            0        0   <NA>  <NA>        <NA>       0      6   2009
## 592            0        0   <NA>  <NA>        <NA>       0      6   2008
## 593            0        0   <NA>  <NA>        <NA>       0      5   2009
## 594            0        0   <NA> MnPrv        <NA>       0      4   2008
## 595          120        0   <NA>  <NA>        <NA>       0      8   2006
## 596            0        0   <NA>  <NA>        <NA>       0     10   2006
## 597            0        0   <NA>  <NA>        <NA>       0      2   2007
## 598            0        0   <NA>  <NA>        <NA>       0      3   2006
## 599            0        0   <NA> GdPrv        <NA>       0      7   2008
## 600            0        0   <NA>  <NA>        <NA>       0      6   2006
## 601          126        0   <NA>  <NA>        <NA>       0     12   2007
## 602            0        0   <NA>  <NA>        <NA>       0      2   2006
## 603            0        0   <NA>  <NA>        <NA>       0      6   2010
## 604            0        0   <NA>  <NA>        <NA>       0      9   2008
## 605          189        0   <NA>  <NA>        <NA>       0     10   2009
## 606            0        0   <NA> GdPrv        <NA>       0     11   2009
## 607            0        0   <NA>  <NA>        <NA>       0      8   2006
## 608            0        0   <NA>  <NA>        <NA>       0      9   2007
## 609            0        0   <NA>  <NA>        <NA>       0      4   2007
## 610            0        0   <NA>  <NA>        <NA>       0      5   2009
## 611            0        0   <NA> MnPrv        Shed     500      7   2007
## 612            0        0   <NA>  <NA>        <NA>       0     11   2009
## 613            0        0   <NA>  <NA>        <NA>       0     12   2007
## 614            0        0   <NA>  <NA>        <NA>       0      5   2010
## 615            0        0   <NA> MnPrv        <NA>       0      5   2010
## 616            0        0   <NA>  <NA>        <NA>       0      6   2006
## 617            0        0   <NA>  <NA>        <NA>       0      6   2008
## 618          260        0   <NA>  <NA>        <NA>       0      7   2007
## 619            0        0   <NA>  <NA>        <NA>       0      8   2008
## 620            0        0   <NA>  <NA>        <NA>       0      9   2008
## 621            0        0   <NA>  <NA>        <NA>       0      6   2008
## 622            0        0   <NA>  <NA>        <NA>       0      7   2009
## 623            0        0   <NA>  <NA>        <NA>       0      6   2007
## 624          147        0   <NA>  <NA>        <NA>       0     11   2006
## 625          385        0   <NA>  <NA>        <NA>       0      2   2010
## 626            0        0   <NA>  GdWo        Shed     600      8   2007
## 627            0        0   <NA>  <NA>        <NA>       0      3   2010
## 628            0        0   <NA>  <NA>        <NA>       0      9   2007
## 629            0        0   <NA> GdPrv        <NA>       0      6   2008
## 630            0        0   <NA> MnPrv        <NA>       0      6   2006
## 631            0        0   <NA>  <NA>        <NA>       0      8   2007
## 632            0        0   <NA>  <NA>        <NA>       0      4   2009
## 633            0        0   <NA>  <NA>        <NA>       0      7   2007
## 634            0        0   <NA> GdPrv        Shed     600      6   2010
## 635            0        0   <NA>  <NA>        <NA>       0      3   2007
## 636            0        0   <NA>  <NA>        <NA>       0      1   2009
## 637            0        0   <NA>  <NA>        <NA>       0     11   2009
## 638            0        0   <NA> MnPrv        <NA>       0      5   2008
## 639            0        0   <NA>  <NA>        <NA>       0     10   2006
## 640            0        0   <NA>  <NA>        <NA>       0      4   2008
## 641            0        0   <NA>  <NA>        <NA>       0      5   2007
## 642            0        0   <NA> MnPrv        <NA>       0      7   2009
## 643            0        0   <NA>  GdWo        <NA>       0      4   2007
## 644            0        0   <NA>  <NA>        <NA>       0     10   2009
## 645            0        0   <NA>  <NA>        <NA>       0      3   2007
## 646            0        0   <NA>  <NA>        <NA>       0      7   2008
## 647          287        0   <NA>  <NA>        <NA>       0      6   2008
## 648            0        0   <NA>  <NA>        <NA>       0      6   2010
## 649            0        0   <NA> MnPrv        <NA>       0     12   2007
## 650            0        0   <NA>  <NA>        <NA>       0      5   2008
## 651            0        0   <NA> MnPrv        <NA>       0     10   2009
## 652            0        0   <NA>  <NA>        <NA>       0      7   2009
## 653            0        0   <NA> MnPrv        <NA>       0      6   2008
## 654            0        0   <NA>  <NA>        <NA>       0      8   2008
## 655            0        0   <NA>  <NA>        <NA>       0      3   2010
## 656            0        0   <NA> MnPrv        <NA>       0      8   2008
## 657            0        0   <NA> MnPrv        <NA>       0      2   2008
## 658            0        0   <NA>  <NA>        <NA>       0      1   2010
## 659            0        0   <NA> MnPrv        <NA>       0      3   2009
## 660            0        0   <NA>  <NA>        <NA>       0     11   2007
## 661            0        0   <NA>  <NA>        <NA>       0      7   2009
## 662            0        0   <NA>  <NA>        <NA>       0      7   2009
## 663            0        0   <NA> MnPrv        <NA>       0      4   2008
## 664            0        0   <NA>  <NA>        <NA>       0      1   2006
## 665            0        0   <NA>  <NA>        <NA>       0     11   2006
## 666            0        0   <NA>  <NA>        <NA>       0      8   2007
## 667            0        0   <NA>  <NA>        <NA>       0     10   2008
## 668            0        0   <NA>  <NA>        <NA>       0     11   2006
## 669            0        0   <NA>  <NA>        <NA>       0      7   2006
## 670            0        0   <NA>  <NA>        <NA>       0      2   2009
## 671            0        0   <NA>  <NA>        <NA>       0      7   2009
## 672            0        0   <NA>  <NA>        <NA>       0      6   2006
## 673          200        0   <NA>  <NA>        <NA>       0      6   2007
## 674            0        0   <NA>  <NA>        <NA>       0      7   2008
## 675            0        0   <NA>  <NA>        <NA>       0      4   2009
## 676            0        0   <NA>  <NA>        <NA>       0      5   2006
## 677            0        0   <NA>  <NA>        <NA>       0      5   2009
## 678            0        0   <NA>  <NA>        <NA>       0      7   2009
## 679            0        0   <NA>  <NA>        <NA>       0     10   2007
## 680            0        0   <NA>  <NA>        <NA>       0      5   2010
## 681            0        0   <NA>  <NA>        <NA>       0      7   2009
## 682            0        0   <NA>  <NA>        <NA>       0     11   2008
## 683            0        0   <NA>  <NA>        <NA>       0      7   2007
## 684            0        0   <NA>  <NA>        <NA>       0      6   2010
## 685            0        0   <NA>  <NA>        <NA>       0      9   2007
## 686            0        0   <NA>  <NA>        <NA>       0      8   2007
## 687            0        0   <NA>  <NA>        <NA>       0      3   2007
## 688            0        0   <NA>  <NA>        <NA>       0     10   2007
## 689            0        0   <NA>  <NA>        <NA>       0      6   2007
## 690            0        0   <NA>  <NA>        <NA>       0      5   2008
## 691            0        0   <NA>  <NA>        <NA>       0      4   2006
## 692            0        0   <NA>  <NA>        <NA>       0     12   2006
## 693            0        0   <NA> MnPrv        <NA>       0      4   2009
## 694            0        0   <NA>  <NA>        <NA>       0      7   2006
## 695            0        0   <NA>  <NA>        <NA>       0      6   2006
## 696            0        0   <NA>  <NA>        <NA>       0      9   2006
## 697            0        0   <NA> MnPrv        <NA>       0      4   2010
## 698            0        0   <NA>  <NA>        <NA>       0      7   2008
## 699            0        0   <NA>  <NA>        <NA>       0      5   2006
## 700            0        0   <NA>  <NA>        <NA>       0      7   2006
## 701            0        0   <NA>  <NA>        <NA>       0      7   2006
## 702            0        0   <NA> MnPrv        <NA>       0      5   2010
## 703            0        0   <NA>  <NA>        <NA>       0      5   2010
## 704            0        0   <NA>  <NA>        Othr    3500      7   2010
## 705            0        0   <NA>  <NA>        <NA>       0      6   2007
## 706            0        0   <NA>  <NA>        <NA>       0     12   2009
## 707            0        0   <NA>  <NA>        <NA>       0      7   2007
## 708            0        0   <NA> MnPrv        <NA>       0     12   2008
## 709            0        0   <NA>  <NA>        <NA>       0      7   2008
## 710            0        0   <NA>  <NA>        <NA>       0      1   2010
## 711            0        0   <NA>  <NA>        <NA>       0     10   2008
## 712            0        0   <NA>  <NA>        <NA>       0      5   2006
## 713            0        0   <NA>  <NA>        <NA>       0      3   2010
## 714            0        0   <NA> MnPrv        <NA>       0      8   2009
## 715            0        0   <NA>  <NA>        <NA>       0      7   2007
## 716            0        0   <NA> MnPrv        <NA>       0     11   2008
## 717            0        0   <NA>  <NA>        <NA>       0      8   2008
## 718            0        0   <NA>  <NA>        <NA>       0      5   2006
## 719            0        0   <NA>  <NA>        <NA>       0     12   2006
## 720            0        0   <NA>  <NA>        <NA>       0      5   2010
## 721            0        0   <NA>  <NA>        <NA>       0      7   2009
## 722          156        0   <NA>  <NA>        <NA>       0      5   2008
## 723            0        0   <NA>  <NA>        <NA>       0      2   2009
## 724            0        0   <NA>  <NA>        Shed     500     11   2009
## 725            0        0   <NA>  <NA>        <NA>       0     12   2009
## 726            0        0   <NA>  <NA>        <NA>       0      2   2009
## 727            0        0   <NA>  <NA>        <NA>       0      7   2009
## 728            0        0   <NA>  <NA>        <NA>       0      1   2009
## 729            0        0   <NA>  <NA>        <NA>       0      3   2010
## 730            0        0   <NA>  <NA>        <NA>       0      5   2007
## 731            0        0   <NA>  <NA>        <NA>       0      7   2008
## 732            0        0   <NA>  GdWo        Shed     400      3   2009
## 733            0        0   <NA>  <NA>        <NA>       0      5   2007
## 734            0        0   <NA>  <NA>        <NA>       0     10   2006
## 735            0        0   <NA>  <NA>        <NA>       0      7   2006
## 736            0        0   <NA>  <NA>        <NA>       0      6   2006
## 737            0        0   <NA>  <NA>        <NA>       0      3   2009
## 738            0        0   <NA>  <NA>        <NA>       0      4   2009
## 739            0        0   <NA> GdPrv        <NA>       0      5   2007
## 740            0        0   <NA> GdPrv        <NA>       0      5   2008
## 741            0        0   <NA> GdPrv        <NA>       0     12   2007
## 742          100        0   <NA>  <NA>        <NA>       0     10   2009
## 743            0        0   <NA>  <NA>        <NA>       0     10   2008
## 744            0        0   <NA>  <NA>        <NA>       0      7   2008
## 745            0        0   <NA>  <NA>        <NA>       0      4   2009
## 746            0        0   <NA>  <NA>        <NA>       0      5   2009
## 747            0        0   <NA>  <NA>        <NA>       0      3   2010
## 748            0        0   <NA>  <NA>        <NA>       0      4   2009
## 749            0        0   <NA>  <NA>        <NA>       0      6   2010
## 750            0        0   <NA>  <NA>        <NA>       0      8   2007
## 751            0        0   <NA>  <NA>        <NA>       0      7   2006
## 752            0        0   <NA>  <NA>        <NA>       0      3   2006
## 753            0        0   <NA>  <NA>        <NA>       0      7   2009
## 754            0        0   <NA>  <NA>        <NA>       0      3   2009
## 755            0        0   <NA>  <NA>        <NA>       0      4   2009
## 756            0        0   <NA> GdPrv        <NA>       0      4   2010
## 757            0        0   <NA>  <NA>        <NA>       0      8   2008
## 758            0        0   <NA>  <NA>        <NA>       0     11   2007
## 759            0        0   <NA>  <NA>        Shed     450     10   2009
## 760            0        0   <NA>  <NA>        <NA>       0     10   2009
## 761            0        0   <NA>  <NA>        <NA>       0      6   2010
## 762          180        0   <NA>  <NA>        <NA>       0      7   2009
## 763          216        0   <NA>  <NA>        <NA>       0      4   2006
## 764            0        0   <NA>  <NA>        <NA>       0      8   2008
## 765            0        0   <NA> MnPrv        Shed     500      3   2010
## 766            0        0   <NA>  <NA>        Shed    1300      7   2008
## 767            0        0   <NA>  <NA>        <NA>       0     10   2006
## 768          210        0   <NA>  <NA>        <NA>       0      6   2010
## 769            0        0   <NA>  <NA>        <NA>       0      4   2009
## 770            0        0   <NA>  <NA>        <NA>       0      4   2006
## 771            0        0   <NA> MnPrv        <NA>       0      3   2010
## 772            0        0   <NA>  <NA>        <NA>       0      7   2007
## 773            0        0   <NA>  <NA>        <NA>       0      7   2007
## 774            0        0   <NA>  <NA>        <NA>       0      6   2009
## 775            0        0   <NA>  <NA>        <NA>       0      7   2006
## 776            0        0   <NA> MnPrv        <NA>       0      6   2006
## 777            0        0   <NA>  <NA>        <NA>       0     10   2007
## 778            0        0   <NA>  <NA>        <NA>       0      5   2006
## 779            0        0   <NA>  <NA>        <NA>       0      6   2007
## 780            0        0   <NA>  <NA>        <NA>       0      7   2006
## 781            0        0   <NA>  <NA>        <NA>       0      6   2009
## 782            0        0   <NA>  <NA>        <NA>       0      7   2009
## 783            0        0   <NA>  <NA>        <NA>       0      6   2008
## 784          197        0   <NA>  <NA>        <NA>       0      9   2009
## 785            0        0   <NA>  <NA>        Shed    1200      6   2010
## 786            0        0   <NA>  <NA>        <NA>       0      1   2010
## 787            0        0   <NA>  <NA>        <NA>       0      8   2008
## 788            0        0   <NA>  <NA>        <NA>       0      7   2007
## 789            0        0   <NA>  <NA>        <NA>       0      9   2009
## 790            0        0   <NA>  <NA>        <NA>       0      5   2007
## 791            0        0   <NA>  <NA>        <NA>       0      6   2007
## 792            0        0   <NA>  <NA>        <NA>       0      6   2007
## 793            0        0   <NA>  <NA>        Shed     500     10   2008
## 794          204        0   <NA> MnPrv        <NA>       0      4   2010
## 795            0        0   <NA> MnPrv        <NA>       0      4   2007
## 796            0        0   <NA>  <NA>        <NA>       0      4   2008
## 797            0        0   <NA>  <NA>        <NA>       0      7   2009
## 798            0        0   <NA> MnPrv        <NA>       0      6   2007
## 799            0        0   <NA>  <NA>        Shed     400      5   2008
## 800            0        0   <NA>  <NA>        <NA>       0      7   2007
## 801            0        0   <NA>  <NA>        <NA>       0     10   2008
## 802          192        0   <NA>  <NA>        <NA>       0      1   2009
## 803            0        0   <NA>  GdWo        <NA>       0      6   2006
## 804            0        0   <NA>  <NA>        <NA>       0      7   2008
## 805            0        0   <NA>  <NA>        <NA>       0     10   2006
## 806            0        0   <NA>  <NA>        <NA>       0      5   2009
## 807            0        0   <NA>  GdWo        <NA>       0      6   2006
## 808            0        0   <NA> MnPrv        <NA>       0     11   2009
## 809            0      648     Fa GdPrv        <NA>       0      1   2006
## 810            0        0   <NA>  <NA>        <NA>       0      6   2008
## 811            0        0   <NA>  <NA>        Shed      54      6   2010
## 812            0        0   <NA>  <NA>        Shed     500      4   2007
## 813            0        0   <NA>  <NA>        <NA>       0      7   2006
## 814            0        0   <NA>  <NA>        <NA>       0      5   2010
## 815            0        0   <NA>  <NA>        <NA>       0      7   2006
## 816            0        0   <NA>  <NA>        <NA>       0      7   2008
## 817            0        0   <NA> MnPrv        <NA>       0      6   2010
## 818            0        0   <NA>  <NA>        <NA>       0      6   2010
## 819            0        0   <NA>  <NA>        <NA>       0      6   2008
## 820            0        0   <NA>  <NA>        <NA>       0      2   2009
## 821            0        0   <NA>  <NA>        <NA>       0     10   2007
## 822            0        0   <NA>  GdWo        <NA>       0      7   2009
## 823            0        0   <NA>  <NA>        <NA>       0      6   2006
## 824            0        0   <NA>  <NA>        <NA>       0      6   2008
## 825            0        0   <NA>  <NA>        <NA>       0      5   2008
## 826            0        0   <NA>  <NA>        <NA>       0      4   2009
## 827          225        0   <NA>  <NA>        <NA>       0      6   2009
## 828            0        0   <NA>  <NA>        <NA>       0      7   2006
## 829          192        0   <NA>  <NA>        <NA>       0      6   2008
## 830            0        0   <NA>  <NA>        <NA>       0      6   2006
## 831            0        0   <NA>  <NA>        <NA>       0      1   2010
## 832          152        0   <NA>  <NA>        <NA>       0      2   2009
## 833            0        0   <NA>  GdWo        <NA>       0      9   2008
## 834            0        0   <NA>  <NA>        <NA>       0      2   2010
## 835            0        0   <NA>  GdWo        <NA>       0      6   2007
## 836            0        0   <NA>  <NA>        <NA>       0     11   2008
## 837            0        0   <NA>  <NA>        <NA>       0      6   2008
## 838            0        0   <NA>  <NA>        <NA>       0      5   2008
## 839            0        0   <NA>  <NA>        <NA>       0      3   2008
## 840            0        0   <NA>  <NA>        <NA>       0      6   2008
## 841            0        0   <NA> GdPrv        <NA>       0      5   2008
## 842            0        0   <NA>  <NA>        <NA>       0      7   2007
## 843            0        0   <NA>  <NA>        <NA>       0      6   2008
## 844            0        0   <NA>  <NA>        <NA>       0      1   2007
## 845            0        0   <NA>  <NA>        <NA>       0      7   2009
## 846            0        0   <NA>  <NA>        <NA>       0      8   2009
## 847          175        0   <NA>  <NA>        <NA>       0      9   2008
## 848            0        0   <NA>  <NA>        <NA>       0      8   2007
## 849            0        0   <NA>  <NA>        <NA>       0     11   2007
## 850            0        0   <NA>  <NA>        <NA>       0      5   2006
## 851          126        0   <NA> MnPrv        <NA>       0      8   2007
## 852            0        0   <NA> MnPrv        <NA>       0      8   2009
## 853          312        0   <NA>  <NA>        <NA>       0      7   2006
## 854            0        0   <NA>  <NA>        <NA>       0      4   2010
## 855            0        0   <NA> MnPrv        <NA>       0     10   2008
## 856            0        0   <NA>  <NA>        <NA>       0      3   2009
## 857            0        0   <NA> MnPrv        <NA>       0      6   2009
## 858          222        0   <NA>  <NA>        <NA>       0      8   2006
## 859            0        0   <NA> GdPrv        <NA>       0      6   2007
## 860            0        0   <NA>  <NA>        <NA>       0      4   2010
## 861            0        0   <NA> GdPrv        <NA>       0      5   2010
## 862            0        0   <NA> GdPrv        <NA>       0      7   2009
## 863            0        0   <NA>  <NA>        <NA>       0      5   2008
## 864            0        0   <NA> MnPrv        <NA>       0      8   2009
## 865            0        0   <NA>  <NA>        <NA>       0     11   2007
## 866            0        0   <NA>  <NA>        Shed     400      5   2007
## 867            0        0   <NA>  <NA>        <NA>       0      5   2006
## 868            0        0   <NA> GdPrv        <NA>       0      6   2010
## 869            0        0   <NA>  <NA>        <NA>       0      8   2009
## 870            0        0   <NA>  <NA>        <NA>       0      6   2010
## 871            0        0   <NA>  GdWo        <NA>       0     10   2008
## 872            0        0   <NA>  <NA>        Othr       0      9   2009
## 873            0        0   <NA>  <NA>        <NA>       0      8   2009
## 874            0        0   <NA>  <NA>        <NA>       0      8   2007
## 875            0        0   <NA>  <NA>        <NA>       0      1   2007
## 876            0        0   <NA>  <NA>        <NA>       0      6   2009
## 877            0        0   <NA> MnPrv        Shed     400      6   2010
## 878            0        0   <NA>  GdWo        <NA>       0      7   2009
## 879            0        0   <NA>  <NA>        <NA>       0      6   2007
## 880            0        0   <NA>  <NA>        <NA>       0      4   2007
## 881            0        0   <NA> MnPrv        <NA>       0     12   2009
## 882            0        0   <NA>  <NA>        <NA>       0      3   2006
## 883            0        0   <NA>  GdWo        <NA>       0      7   2009
## 884            0        0   <NA>  <NA>        <NA>       0      1   2008
## 885            0        0   <NA>  <NA>        <NA>       0      6   2006
## 886          265        0   <NA>  <NA>        <NA>       0      4   2008
## 887          224        0   <NA>  <NA>        <NA>       0     10   2007
## 888            0        0   <NA>  <NA>        <NA>       0      2   2009
## 889            0        0   <NA> MnPrv        Shed    2000      7   2007
## 890            0        0   <NA>  <NA>        <NA>       0      7   2009
## 891            0        0   <NA> MnPrv        <NA>       0      2   2006
## 892            0        0   <NA> GdPrv        <NA>       0      6   2008
## 893            0        0   <NA>  <NA>        <NA>       0      6   2009
## 894            0        0   <NA>  <NA>        <NA>       0     10   2008
## 895            0        0   <NA>  <NA>        <NA>       0      4   2006
## 896            0        0   <NA>  <NA>        <NA>       0      6   2009
## 897            0        0   <NA>  <NA>        <NA>       0      3   2010
## 898            0        0   <NA>  <NA>        <NA>       0      6   2006
## 899            0        0   <NA>  <NA>        <NA>       0      6   2007
## 900            0        0   <NA>  <NA>        <NA>       0      5   2009
## 901            0        0   <NA>  <NA>        <NA>       0      7   2006
## 902            0        0   <NA>  <NA>        <NA>       0      8   2006
## 903            0        0   <NA> MnPrv        <NA>       0      8   2007
## 904            0        0   <NA> MnPrv        <NA>       0      2   2010
## 905            0        0   <NA>  <NA>        <NA>       0      6   2007
## 906          322        0   <NA>  <NA>        <NA>       0      6   2006
## 907            0        0   <NA> MnPrv        <NA>       0      6   2006
## 908            0        0   <NA>  <NA>        <NA>       0      6   2009
## 909            0        0   <NA>  <NA>        <NA>       0      1   2010
## 910            0        0   <NA>  <NA>        <NA>       0     10   2009
## 911          120        0   <NA> MnPrv        Shed     620      7   2006
## 912            0        0   <NA>  <NA>        <NA>       0      8   2007
## 913            0        0   <NA>  <NA>        <NA>       0      6   2009
## 914            0        0   <NA>  <NA>        <NA>       0      1   2007
## 915            0        0   <NA>  <NA>        <NA>       0     10   2006
## 916            0        0   <NA>  <NA>        <NA>       0      4   2009
## 917            0        0   <NA> GdPrv        <NA>       0     11   2007
## 918          190        0   <NA>  <NA>        <NA>       0      5   2008
## 919            0        0   <NA>  <NA>        <NA>       0      7   2007
## 920            0        0   <NA> GdPrv        <NA>       0      9   2008
## 921            0        0   <NA>  <NA>        <NA>       0     10   2006
## 922            0        0   <NA>  <NA>        <NA>       0      7   2008
## 923            0        0   <NA>  <NA>        <NA>       0      5   2006
## 924            0        0   <NA>  <NA>        <NA>       0      3   2008
## 925            0        0   <NA>  <NA>        <NA>       0      5   2007
## 926            0        0   <NA> GdPrv        <NA>       0      4   2008
## 927            0        0   <NA>  <NA>        <NA>       0      6   2009
## 928            0        0   <NA>  <NA>        <NA>       0     11   2006
## 929            0        0   <NA>  <NA>        <NA>       0      7   2009
## 930            0        0   <NA>  GdWo        <NA>       0      7   2009
## 931            0        0   <NA>  <NA>        <NA>       0      3   2007
## 932            0        0   <NA>  <NA>        <NA>       0      8   2009
## 933            0        0   <NA>  <NA>        <NA>       0     11   2008
## 934            0        0   <NA>  <NA>        <NA>       0      6   2006
## 935            0        0   <NA>  <NA>        <NA>       0      8   2009
## 936            0        0   <NA>  <NA>        <NA>       0      2   2009
## 937            0        0   <NA>  <NA>        <NA>       0      8   2006
## 938            0        0   <NA>  <NA>        <NA>       0      6   2010
## 939            0        0   <NA>  <NA>        <NA>       0      7   2006
## 940            0        0   <NA> GdPrv        <NA>       0      6   2009
## 941            0        0   <NA>  <NA>        <NA>       0      8   2007
## 942            0        0   <NA>  <NA>        <NA>       0      6   2007
## 943          233        0   <NA>  <NA>        <NA>       0      1   2009
## 944            0        0   <NA>  MnWw        <NA>       0      9   2009
## 945            0        0   <NA>  <NA>        <NA>       0      3   2006
## 946            0        0   <NA>  <NA>        <NA>       0     11   2007
## 947            0        0   <NA>  <NA>        <NA>       0      2   2006
## 948            0        0   <NA>  <NA>        <NA>       0      3   2010
## 949            0        0   <NA>  <NA>        <NA>       0      7   2007
## 950            0        0   <NA> MnPrv        <NA>       0      7   2006
## 951            0        0   <NA> MnPrv        <NA>       0      4   2009
## 952            0        0   <NA> MnPrv        Shed     400      9   2008
## 953            0        0   <NA>  <NA>        <NA>       0     10   2006
## 954            0        0   <NA>  <NA>        <NA>       0      8   2007
## 955            0        0   <NA> GdPrv        <NA>       0      5   2009
## 956            0        0   <NA>  <NA>        <NA>       0      4   2007
## 957            0        0   <NA>  <NA>        <NA>       0     10   2007
## 958            0        0   <NA>  <NA>        <NA>       0      5   2010
## 959            0        0   <NA>  <NA>        <NA>       0      2   2010
## 960            0        0   <NA>  <NA>        <NA>       0      7   2008
## 961            0        0   <NA>  <NA>        <NA>       0      7   2007
## 962            0        0   <NA>  <NA>        <NA>       0      5   2009
## 963            0        0   <NA>  <NA>        <NA>       0      2   2010
## 964            0        0   <NA>  <NA>        <NA>       0      7   2007
## 965            0        0   <NA>  <NA>        <NA>       0      6   2009
## 966            0        0   <NA>  <NA>        <NA>       0      7   2008
## 967            0        0   <NA>  GdWo        <NA>       0      5   2009
## 968            0        0   <NA>  <NA>        <NA>       0      3   2006
## 969            0        0   <NA>  <NA>        <NA>       0     12   2006
## 970            0        0   <NA>  <NA>        <NA>       0      7   2009
## 971            0        0   <NA>  <NA>        <NA>       0      4   2010
## 972            0        0   <NA>  <NA>        <NA>       0     12   2008
## 973            0        0   <NA> GdPrv        <NA>       0     10   2009
## 974            0        0   <NA>  <NA>        <NA>       0      4   2006
## 975            0        0   <NA>  <NA>        <NA>       0      8   2006
## 976            0        0   <NA>  <NA>        <NA>       0     11   2007
## 977            0        0   <NA>  <NA>        <NA>       0      5   2007
## 978            0        0   <NA> MnPrv        <NA>       0      6   2009
## 979            0        0   <NA>  <NA>        <NA>       0      7   2008
## 980            0        0   <NA>  <NA>        <NA>       0      7   2009
## 981            0        0   <NA>  <NA>        <NA>       0      3   2008
## 982            0        0   <NA>  <NA>        <NA>       0      5   2008
## 983            0        0   <NA>  <NA>        <NA>       0      8   2009
## 984            0        0   <NA>  <NA>        <NA>       0      8   2008
## 985            0        0   <NA>  <NA>        <NA>       0      6   2006
## 986            0        0   <NA>  <NA>        <NA>       0      4   2010
## 987            0        0   <NA>  <NA>        <NA>       0      6   2007
## 988            0        0   <NA>  <NA>        <NA>       0      8   2006
## 989            0        0   <NA>  <NA>        <NA>       0      6   2006
## 990            0        0   <NA>  <NA>        <NA>       0     11   2009
## 991            0        0   <NA>  MnWw        <NA>       0      7   2007
## 992            0        0   <NA>  <NA>        <NA>       0      8   2006
## 993            0        0   <NA>  <NA>        <NA>       0      7   2009
## 994           63        0   <NA> MnPrv        <NA>       0      8   2006
## 995            0        0   <NA>  <NA>        <NA>       0      1   2006
## 996            0        0   <NA>  <NA>        <NA>       0      2   2009
## 997            0        0   <NA>  <NA>        <NA>       0      5   2006
## 998            0        0   <NA>  <NA>        <NA>       0      2   2010
## 999            0        0   <NA>  <NA>        <NA>       0      7   2009
## 1000           0        0   <NA>  <NA>        <NA>       0      1   2007
## 1001           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1002           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1003           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1004           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1005         147        0   <NA>  <NA>        <NA>       0      3   2007
## 1006           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1007         180        0   <NA>  <NA>        <NA>       0      4   2009
## 1008           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1009           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1010           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1011          53        0   <NA>  <NA>        <NA>       0      8   2007
## 1012           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1013           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1014           0        0   <NA>  <NA>        <NA>       0     11   2009
## 1015           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1016           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1017           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1018           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1019           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1020           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1021           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1022           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1023           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1024           0        0   <NA> MnPrv        <NA>       0      3   2007
## 1025         143        0   <NA>  <NA>        <NA>       0      4   2010
## 1026           0        0   <NA>  <NA>        <NA>       0      4   2008
## 1027           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1028           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1029           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1030           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1031           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1032           0        0   <NA>  <NA>        <NA>       0      2   2006
## 1033           0        0   <NA> MnPrv        <NA>       0      6   2007
## 1034           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1035           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1036         189        0   <NA>  <NA>        <NA>       0      9   2008
## 1037           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1038           0        0   <NA>  <NA>        <NA>       0      4   2009
## 1039           0        0   <NA> GdPrv        <NA>       0      1   2006
## 1040           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1041           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1042           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1043           0        0   <NA> MnPrv        <NA>       0      7   2009
## 1044           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1045           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1046           0        0   <NA>  <NA>        <NA>       0      2   2008
## 1047           0        0   <NA> GdPrv        <NA>       0     11   2009
## 1048           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1049           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1050           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1051           0        0   <NA> GdPrv        <NA>       0      6   2007
## 1052           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1053           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1054         189        0   <NA> MnPrv        <NA>       0      5   2008
## 1055           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1056           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1057           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1058           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1059           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1060           0        0   <NA>  <NA>        Shed     560      8   2008
## 1061           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1062           0        0   <NA> MnPrv        <NA>       0      7   2006
## 1063           0        0   <NA> MnPrv        <NA>       0     11   2009
## 1064           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1065           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1066         189        0   <NA>  <NA>        <NA>       0      6   2008
## 1067           0        0   <NA> GdPrv        <NA>       0      6   2006
## 1068           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1069         192        0   <NA>  <NA>        <NA>       0      6   2007
## 1070           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1071           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1072           0        0   <NA> MnPrv        <NA>       0      7   2009
## 1073           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1074           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1075           0        0   <NA>  <NA>        Shed     500      4   2006
## 1076           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1077           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1078           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1079           0        0   <NA>  <NA>        <NA>       0     10   2008
## 1080           0        0   <NA> MnPrv        <NA>       0      6   2010
## 1081           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1082           0        0   <NA> MnPrv        Shed     700      3   2006
## 1083           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1084           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1085           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1086           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1087           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1088           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1089           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1090           0        0   <NA>  <NA>        <NA>       0      3   2008
## 1091           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1092           0        0   <NA> MnPrv        <NA>       0     10   2006
## 1093         160        0   <NA>  <NA>        <NA>       0      5   2010
## 1094           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1095           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1096           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1097           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1098           0        0   <NA>  <NA>        <NA>       0      4   2009
## 1099           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1100           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1101           0        0   <NA>  MnWw        <NA>       0      4   2007
## 1102           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1103           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1104           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1105           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1106           0        0   <NA>  <NA>        <NA>       0      9   2006
## 1107           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1108           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1109           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1110           0        0   <NA>  <NA>        <NA>       0      9   2008
## 1111           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1112           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1113           0        0   <NA> MnPrv        <NA>       0      8   2006
## 1114           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1115           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1116           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1117           0        0   <NA>  <NA>        <NA>       0     12   2008
## 1118           0        0   <NA>  GdWo        <NA>       0      7   2006
## 1119           0        0   <NA> MnPrv        <NA>       0      5   2007
## 1120           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1121         160        0   <NA> MnPrv        <NA>       0     10   2009
## 1122           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1123           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1124           0        0   <NA>  <NA>        <NA>       0     11   2009
## 1125           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1126           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1127           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1128           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1129           0        0   <NA> MnPrv        <NA>       0     12   2009
## 1130           0        0   <NA> MnPrv        <NA>       0      9   2007
## 1131           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1132           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1133           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1134           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1135           0        0   <NA>  <NA>        <NA>       0      4   2008
## 1136           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1137           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1138         126        0   <NA>  <NA>        <NA>       0      5   2007
## 1139           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1140           0        0   <NA>  <NA>        <NA>       0     10   2009
## 1141           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1142           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1143           0        0   <NA> MnPrv        <NA>       0      7   2010
## 1144           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1145           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1146           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1147           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1148           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1149           0        0   <NA> GdPrv        <NA>       0     11   2007
## 1150         100        0   <NA>  <NA>        <NA>       0     11   2006
## 1151           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1152           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1153         273        0   <NA> GdPrv        <NA>       0      5   2008
## 1154         180        0   <NA>  <NA>        <NA>       0      7   2007
## 1155           0        0   <NA> MnPrv        <NA>       0     10   2008
## 1156           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1157           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1158           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1159           0        0   <NA>  <NA>        <NA>       0      7   2010
## 1160           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1161           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1162           0        0   <NA>  <NA>        <NA>       0      1   2008
## 1163           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1164           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1165           0        0   <NA>  <NA>        <NA>       0      2   2010
## 1166           0        0   <NA>  <NA>        <NA>       0      2   2006
## 1167          90        0   <NA>  <NA>        <NA>       0      7   2008
## 1168           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1169           0      576     Gd GdPrv        <NA>       0      7   2008
## 1170         288        0   <NA>  <NA>        Shed    1400     11   2008
## 1171           0        0   <NA>  <NA>        <NA>       0      3   2008
## 1172           0        0   <NA> MnPrv        <NA>       0      3   2007
## 1173           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1174           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1175           0        0   <NA> MnPrv        <NA>       0     10   2008
## 1176           0        0   <NA>  <NA>        <NA>       0     12   2009
## 1177           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1178           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1179           0        0   <NA> GdPrv        <NA>       0      4   2006
## 1180           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1181           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1182         263        0   <NA>  <NA>        <NA>       0      5   2007
## 1183           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1184           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1185           0        0   <NA> GdPrv        <NA>       0      7   2006
## 1186           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1187           0        0   <NA>  <NA>        <NA>       0      6   2010
## 1188           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1189           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1190           0        0   <NA>  GdWo        <NA>       0      7   2007
## 1191           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1192           0        0   <NA> MnPrv        <NA>       0      3   2010
## 1193           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1194           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1195           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1196           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1197           0        0   <NA>  <NA>        <NA>       0     10   2006
## 1198           0        0   <NA>  <NA>        Shed       0      7   2006
## 1199           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1200           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1201           0        0   <NA>  <NA>        <NA>       0     10   2009
## 1202           0        0   <NA> MnPrv        <NA>       0      7   2006
## 1203           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1204           0        0   <NA> MnPrv        <NA>       0     11   2006
## 1205           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1206           0        0   <NA>  <NA>        <NA>       0     10   2008
## 1207           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1208           0        0   <NA> GdPrv        Shed     400      5   2010
## 1209           0        0   <NA>  <NA>        <NA>       0      6   2010
## 1210           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1211           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1212           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1213           0        0   <NA> MnPrv        <NA>       0      5   2007
## 1214           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1215           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1216           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1217           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1218           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1219           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1220           0        0   <NA>  GdWo        <NA>       0      1   2007
## 1221           0        0   <NA> MnPrv        <NA>       0     10   2006
## 1222           0        0   <NA>  <NA>        <NA>       0      2   2008
## 1223           0        0   <NA>  MnWw        <NA>       0      6   2007
## 1224           0        0   <NA>  <NA>        <NA>       0      1   2008
## 1225           0        0   <NA>  <NA>        <NA>       0     12   2008
## 1226         224        0   <NA>  <NA>        <NA>       0     10   2008
## 1227           0        0   <NA>  GdWo        <NA>       0      8   2008
## 1228           0        0   <NA>  <NA>        Gar2    8300      8   2007
## 1229           0        0   <NA>  GdWo        <NA>       0      5   2006
## 1230           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1231           0        0   <NA> MnPrv        <NA>       0      5   2010
## 1232           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1233           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1234           0        0   <NA>  <NA>        <NA>       0      6   2010
##      SaleType SaleCondition SalePrice
## 1          WD        Normal    208500
## 2          WD        Normal    181500
## 3          WD        Normal    223500
## 4          WD       Abnorml    140000
## 5          WD        Normal    250000
## 6          WD        Normal    143000
## 7          WD        Normal    307000
## 8          WD        Normal    200000
## 9          WD       Abnorml    129900
## 10         WD        Normal    118000
## 11         WD        Normal    129500
## 12        New       Partial    345000
## 13         WD        Normal    144000
## 14        New       Partial    279500
## 15         WD        Normal    157000
## 16         WD        Normal    132000
## 17         WD        Normal    149000
## 18         WD        Normal     90000
## 19         WD        Normal    159000
## 20        COD       Abnorml    139000
## 21        New       Partial    325300
## 22         WD        Normal    139400
## 23         WD        Normal    230000
## 24         WD        Normal    129900
## 25         WD        Normal    154000
## 26         WD        Normal    256300
## 27         WD        Normal    134800
## 28         WD        Normal    306000
## 29         WD        Normal    207500
## 30         WD        Normal     68500
## 31         WD        Normal     40000
## 32         WD        Normal    149350
## 33         WD        Normal    179900
## 34         WD        Normal    165500
## 35         WD        Normal    277500
## 36         WD        Normal    309000
## 37         WD        Normal    145000
## 38         WD        Normal    153000
## 39         WD       Abnorml    109000
## 40         WD       AdjLand     82000
## 41         WD       Abnorml    160000
## 42         WD        Normal    170000
## 43         WD        Normal    144000
## 44         WD        Normal    130250
## 45         WD        Normal    141000
## 46         WD        Normal    319900
## 47         WD       Abnorml    239686
## 48         WD        Normal    249700
## 49        New       Partial    113000
## 50         WD        Normal    127000
## 51         WD        Normal    177000
## 52         WD        Normal    114500
## 53         WD        Normal    110000
## 54         WD        Normal    385000
## 55         WD        Normal    130000
## 56         WD        Normal    180500
## 57         WD       Abnorml    172500
## 58         WD        Normal    196500
## 59        New       Partial    438780
## 60         WD        Normal    124900
## 61        New       Partial    158000
## 62         WD        Normal    101000
## 63         WD        Normal    202500
## 64         WD        Normal    140000
## 65         WD        Normal    219500
## 66         WD        Normal    317000
## 67         WD        Normal    180000
## 68         WD        Normal    226000
## 69         WD        Normal     80000
## 70         WD        Normal    225000
## 71         WD        Normal    244000
## 72         WD        Normal    129500
## 73         WD        Normal    185000
## 74         WD        Normal    144900
## 75         WD        Normal    107400
## 76         WD        Normal     91000
## 77         WD        Normal    135750
## 78         WD        Normal    127000
## 79         WD        Normal    136500
## 80         WD        Normal    110000
## 81         WD        Normal    193500
## 82         WD        Normal    153500
## 83         WD        Normal    245000
## 84        COD        Normal    126500
## 85         WD        Normal    168500
## 86         WD        Normal    260000
## 87         WD        Normal    174000
## 88        New       Partial    164500
## 89      ConLD       Abnorml     85000
## 90         WD        Normal    123600
## 91         WD        Normal    109900
## 92         WD       Abnorml     98600
## 93         WD        Normal    163500
## 94         WD        Normal    133900
## 95         WD        Normal    204750
## 96         WD        Normal    185000
## 97         WD        Normal    214000
## 98         WD        Normal     94750
## 99        COD       Abnorml     83000
## 100        WD        Normal    128950
## 101        WD        Normal    205000
## 102        WD        Normal    178000
## 103        WD        Alloca    118964
## 104        WD        Normal    198900
## 105        WD        Normal    169500
## 106        WD        Normal    250000
## 107        WD        Normal    100000
## 108        WD       Partial    115000
## 109        WD        Normal    115000
## 110       COD        Normal    190000
## 111        WD        Normal    136900
## 112        WD        Normal    180000
## 113       New       Partial    383970
## 114       COD       Abnorml    217000
## 115        WD        Normal    259500
## 116        WD        Normal    176000
## 117        WD        Normal    139000
## 118       New       Partial    155000
## 119        WD        Normal    320000
## 120       New       Partial    163990
## 121        WD        Normal    180000
## 122        WD        Normal    100000
## 123        WD        Normal    136000
## 124        WD        Normal    153900
## 125        WD        Normal    181000
## 126        WD        Normal     84500
## 127        WD        Normal    128000
## 128        WD        Normal     87000
## 129        WD        Normal    155000
## 130        WD       Abnorml    150000
## 131        WD        Normal    226000
## 132        WD        Normal    244000
## 133        WD        Normal    150750
## 134        WD        Normal    220000
## 135        WD        Normal    180000
## 136        WD        Normal    174000
## 137        WD        Normal    143000
## 138        WD        Family    171000
## 139        WD        Normal    230000
## 140        WD        Normal    231500
## 141     ConLI        Normal    115000
## 142        WD        Normal    260000
## 143        WD        Normal    166000
## 144        WD        Normal    204000
## 145     ConLI       Abnorml    125000
## 146        WD        Normal    130000
## 147        WD        Normal    105000
## 148        WD        Normal    222500
## 149        WD        Normal    141000
## 150        WD        Normal    115000
## 151        WD        Normal    122000
## 152       New       Partial    372402
## 153        WD        Normal    190000
## 154        WD        Normal    235000
## 155        WD        Family    125000
## 156        WD        Normal     79000
## 157        WD        Normal    109500
## 158       New       Partial    269500
## 159        WD        Normal    254900
## 160       New       Partial    320000
## 161        WD        Normal    162500
## 162        WD        Normal    412500
## 163       New       Partial    220000
## 164        WD        Normal    103200
## 165        WD        Normal    152000
## 166        WD        Normal    127500
## 167       COD        Normal    190000
## 168       New       Partial    325624
## 169        WD        Normal    183500
## 170        WD        Normal    228000
## 171        WD        Normal    128500
## 172        WD        Normal    215000
## 173        WD        Normal    239000
## 174       COD        Normal    163000
## 175        WD        Normal    184000
## 176        WD        Normal    243000
## 177        WD        Normal    211000
## 178        WD        Normal    172500
## 179       New       Partial    501837
## 180        WD        Normal    100000
## 181        WD        Normal    177000
## 182        WD        Normal    200100
## 183        WD        Normal    120000
## 184        WD        Normal    200000
## 185        WD        Normal    127000
## 186        WD        Normal    475000
## 187        WD        Normal    173000
## 188        WD        Normal    135000
## 189        WD        Alloca    153337
## 190        WD        Normal    286000
## 191        WD        Normal    315000
## 192        WD        Normal    184000
## 193        WD        Normal    192000
## 194        WD        Normal    130000
## 195        WD        Normal    127000
## 196        WD        Normal    148500
## 197       New       Partial    311872
## 198        WD       Abnorml    235000
## 199        WD       Abnorml    104000
## 200        WD        Normal    274900
## 201        WD        Normal    140000
## 202        WD        Normal    171500
## 203       COD        Normal    112000
## 204        WD        Normal    149000
## 205        WD        Normal    110000
## 206        WD        Normal    180500
## 207        WD        Normal    143900
## 208        WD        Normal    141000
## 209        WD        Normal    277000
## 210        WD        Normal    145000
## 211        WD        Normal     98000
## 212        WD        Normal    186000
## 213       New       Partial    252678
## 214        WD        Normal    156000
## 215        WD        Normal    161750
## 216        WD        Normal    134450
## 217        WD        Normal    210000
## 218        WD        Family    107000
## 219        WD        Normal    311500
## 220       New       Partial    167240
## 221       New       Partial    204900
## 222     ConLI        Normal    200000
## 223        WD        Normal    179900
## 224        WD       Abnorml     97000
## 225        WD        Normal    386250
## 226       COD       Abnorml    112000
## 227        WD       Abnorml    290000
## 228        WD        Normal    106000
## 229        WD        Normal    125000
## 230        WD        Normal    192500
## 231        WD        Normal    148000
## 232        WD        Normal    403000
## 233        WD        Normal     94500
## 234        WD        Normal    128200
## 235        WD        Normal    216500
## 236        WD        Normal     89500
## 237        WD        Normal    185500
## 238        WD        Normal    194500
## 239       New       Partial    318000
## 240        WD        Normal    113000
## 241        WD        Normal    262500
## 242        WD        Normal    110500
## 243        WD        Normal     79000
## 244        WD        Normal    120000
## 245        WD        Normal    205000
## 246        WD        Normal    241500
## 247        WD        Normal    137000
## 248        WD        Normal    140000
## 249        WD        Normal    180000
## 250        WD        Normal    277000
## 251        WD        Normal     76500
## 252        WD        Family    235000
## 253        WD        Normal    173000
## 254       CWD        Normal    158000
## 255        WD        Normal    145000
## 256        WD        Normal    230000
## 257        WD        Normal    207500
## 258        WD       Abnorml    220000
## 259        WD        Normal    231500
## 260        WD        Normal     97000
## 261        WD        Normal    176000
## 262       New       Partial    276000
## 263        WD        Normal    151000
## 264        WD        Normal    130000
## 265        WD        Normal     73000
## 266        WD        Normal    175500
## 267        WD        Normal    185000
## 268        WD        Normal    179500
## 269        WD        Normal    120500
## 270        WD        Normal    148000
## 271       New       Partial    266000
## 272        WD        Normal    241500
## 273        WD        Normal    290000
## 274        WD        Normal    139000
## 275        WD        Normal    124500
## 276        WD        Normal    205000
## 277        WD        Normal    201000
## 278        WD        Normal    141000
## 279       New       Partial    415298
## 280        WD        Normal    192000
## 281        WD        Normal    228500
## 282       New       Partial    185000
## 283     ConLw        Normal    207500
## 284       New       Partial    244600
## 285        WD        Normal    179200
## 286       New       Partial    164700
## 287        WD        Normal    159000
## 288        WD        Normal     88000
## 289        WD        Normal    122000
## 290        WD        Normal    153575
## 291       New       Partial    233230
## 292        WD        Normal    135900
## 293        WD        Normal    131000
## 294        WD        Normal    235000
## 295        WD        Normal    167000
## 296        WD        Normal    142500
## 297        WD        Normal    152000
## 298        WD        Normal    239000
## 299        WD        Normal    175000
## 300        WD        Family    158500
## 301        WD        Normal    157000
## 302        WD        Normal    267000
## 303        WD        Normal    205000
## 304        WD       Abnorml    149900
## 305        WD        Normal    295000
## 306        WD        Normal    305900
## 307        WD        Normal    225000
## 308        WD        Normal     89500
## 309        WD        Normal     82500
## 310        WD        Normal    360000
## 311        WD        Normal    165600
## 312        WD        Normal    132000
## 313        WD        Normal    119900
## 314        WD        Normal    375000
## 315        WD        Normal    178000
## 316        WD        Normal    188500
## 317        WD        Normal    260000
## 318        WD        Normal    270000
## 319        WD        Normal    260000
## 320        WD        Normal    187500
## 321       New       Partial    342643
## 322        WD        Normal    354000
## 323        WD        Normal    301000
## 324        WD        Normal    126175
## 325        WD        Normal    242000
## 326        WD        Normal     87000
## 327       Con        Normal    324000
## 328        WD        Normal    145250
## 329        WD        Normal    214500
## 330        WD        Normal     78000
## 331        WD        Normal    119000
## 332        WD        Normal    139000
## 333        WD        Normal    284000
## 334        WD        Normal    207000
## 335        WD        Normal    192000
## 336        WD        Normal    228950
## 337        WD        Normal    377426
## 338        WD        Normal    214000
## 339        WD        Normal    202500
## 340        WD        Normal    155000
## 341        WD        Normal    202900
## 342        WD        Normal     82000
## 343        WD        Normal     87500
## 344        WD        Normal    266000
## 345        WD        Normal     85000
## 346        WD        Normal    140200
## 347        WD        Normal    151500
## 348        WD        Normal    157500
## 349        WD        Normal    154000
## 350       New       Partial    437154
## 351       New       Partial    318061
## 352        WD       Abnorml    190000
## 353     ConLw        Normal     95000
## 354        WD        Normal    105900
## 355        WD        Normal    140000
## 356        WD        Normal    177500
## 357        WD        Normal    173000
## 358        WD        Normal    134000
## 359        WD       Abnorml    130000
## 360        WD        Normal    280000
## 361        WD        Normal    156000
## 362        WD        Normal    145000
## 363     ConLD        Normal    198500
## 364        WD        Normal    118000
## 365        WD        Normal    190000
## 366        WD        Normal    147000
## 367        WD        Normal    159000
## 368        WD        Normal    165000
## 369        WD        Normal    132000
## 370        WD        Normal    162000
## 371        WD        Normal    172400
## 372        WD        Normal    134432
## 373        WD        Normal    125000
## 374        WD        Normal    123000
## 375        WD        Normal    219500
## 376        WD        Normal     61000
## 377        WD        Normal    148000
## 378        WD        Normal    340000
## 379       New       Partial    394432
## 380        WD        Normal    179000
## 381        WD        Normal    127000
## 382       New       Partial    187750
## 383        WD        Normal    213500
## 384        WD        Normal     76000
## 385        WD        Normal    240000
## 386        WD        Normal    192000
## 387        WD       AdjLand     81000
## 388        WD       Abnorml    125000
## 389        WD        Normal    191000
## 390       New       Partial    426000
## 391        WD        Normal    119000
## 392        WD        Normal    215000
## 393        WD        Normal    106500
## 394        WD       Abnorml    100000
## 395        WD        Normal    109000
## 396        WD        Normal    129000
## 397        WD        Normal    123000
## 398        WD        Normal    169500
## 399        WD       Abnorml     67000
## 400        WD        Normal    241000
## 401        WD        Normal    245500
## 402       New       Partial    164990
## 403        WD        Normal    108000
## 404        WD       Abnorml    258000
## 405        WD        Normal    168000
## 406        WD        Normal    150000
## 407        WD        Normal    115000
## 408        WD        Normal    177000
## 409       New       Partial    280000
## 410       New       Partial    339750
## 411       COD       Abnorml     60000
## 412        WD        Normal    145000
## 413       New       Partial    222000
## 414        WD        Normal    115000
## 415        WD        Normal    228000
## 416       New       Partial    181134
## 417        WD        Normal    149500
## 418        WD        Normal    239000
## 419        WD       AdjLand    126000
## 420        WD        Normal    142000
## 421        WD        Alloca    206300
## 422        WD        Normal    215000
## 423        WD        Normal    113000
## 424        WD        Normal    315000
## 425        WD        Normal    139000
## 426        WD        Normal    135000
## 427        WD        Normal    275000
## 428        WD        Normal    109008
## 429       New       Partial    195400
## 430        WD        Normal    175000
## 431       COD       Abnorml     85400
## 432     ConLD       Abnorml     79900
## 433        WD        Normal    122500
## 434        WD        Normal    181000
## 435        WD        Normal     81000
## 436     ConLw        Normal    212000
## 437        WD        Normal    116000
## 438        WD        Normal    119000
## 439        WD        Normal     90350
## 440     ConLI        Normal    110000
## 441        WD        Normal    555000
## 442        WD        Normal    118000
## 443        WD        Normal    162900
## 444       New       Partial    172500
## 445        WD        Normal    210000
## 446       COD        Normal    127500
## 447        WD        Normal    190000
## 448        WD        Normal    199900
## 449        WD        Normal    119500
## 450        WD        Normal    120000
## 451        WD        Normal    110000
## 452        WD        Normal    280000
## 453        WD        Normal    204000
## 454        WD        Normal    210000
## 455        WD        Family    188000
## 456        WD        Normal    175500
## 457       COD       Abnorml     98000
## 458        WD        Normal    256000
## 459        WD        Normal    161000
## 460        WD        Normal    110000
## 461       New       Partial    263435
## 462        WD        Normal    155000
## 463        WD        Normal     62383
## 464        WD        Normal    188700
## 465        WD        Normal    124000
## 466        WD        Normal    178740
## 467        WD        Normal    167000
## 468        WD        Normal    146500
## 469        WD        Normal    250000
## 470        WD        Normal    187000
## 471        WD        Normal    212000
## 472        WD        Normal    190000
## 473        WD        Normal    148000
## 474       New       Partial    440000
## 475        WD        Normal    251000
## 476        WD        Normal    132500
## 477        WD        Normal    208900
## 478        WD        Normal    380000
## 479        WD        Normal    297000
## 480        WD        Alloca     89471
## 481        WD        Normal    326000
## 482        WD        Normal    374000
## 483        WD        Normal    155000
## 484        WD        Normal    164000
## 485        WD        Normal    132500
## 486        WD        Normal    147000
## 487        WD        Normal    156000
## 488        WD        Normal    175000
## 489     ConLD        Normal    160000
## 490        WD        Normal     86000
## 491        WD        Normal    115000
## 492        WD        Normal    133000
## 493       New       Partial    172785
## 494        WD        Normal    155000
## 495        WD        Normal     91300
## 496        WD       Abnorml     34900
## 497        WD        Normal    430000
## 498        WD        Normal    184000
## 499        WD        Normal    130000
## 500        WD        Normal    120000
## 501        WD        Normal    113000
## 502        WD        Normal    226700
## 503        WD        Normal    140000
## 504        WD        Normal    289000
## 505        WD        Normal    147000
## 506       COD        Normal    124500
## 507        WD        Normal    215000
## 508       New       Partial    208300
## 509        WD        Normal    161000
## 510        WD        Normal    124500
## 511        WD        Normal    164900
## 512       New       Partial    202665
## 513        WD        Normal    129900
## 514        WD        Normal    134000
## 515        WD        Normal     96500
## 516       New       Partial    402861
## 517       COD       Abnorml    158000
## 518        WD        Normal    265000
## 519        WD        Normal    211000
## 520        WD        Normal    234000
## 521        WD        Normal    106250
## 522        WD        Normal    150000
## 523        WD        Normal    159000
## 524        WD        Normal    315750
## 525        WD        Normal    176000
## 526        WD        Normal    132000
## 527       New       Partial    446261
## 528        WD        Normal     86000
## 529        WD        Alloca    200624
## 530        WD       Abnorml    175000
## 531        WD        Normal    128000
## 532        WD        Normal    107500
## 533        WD        Normal     39300
## 534        WD        Normal    178000
## 535        WD        Normal    107500
## 536        WD        Normal    188000
## 537       COD        Normal    111250
## 538        WD        Normal    158000
## 539        WD        Normal    272000
## 540        WD        Normal    315000
## 541        WD        Normal    248000
## 542        WD        Normal    213250
## 543        WD        Normal    133000
## 544       New       Partial    179665
## 545        WD        Normal    229000
## 546        WD        Normal    210000
## 547        WD        Normal    129500
## 548        WD        Normal    125000
## 549        WD        Normal    263000
## 550       COD       Abnorml    140000
## 551        WD        Normal    112500
## 552        WD        Normal    255500
## 553        WD        Normal    108000
## 554        WD        Normal    284000
## 555        WD        Normal    113000
## 556        WD        Normal    141000
## 557       COD        Normal    108000
## 558        WD        Normal    175000
## 559        WD        Normal    234000
## 560        WD        Normal    121500
## 561        WD        Normal    170000
## 562        WD        Normal    108000
## 563        WD        Normal    185000
## 564        WD        Normal    268000
## 565        WD        Normal    128000
## 566        WD        Normal    325000
## 567        WD        Normal    214000
## 568        WD        Normal    316600
## 569        WD        Normal    135960
## 570        WD        Normal    142600
## 571        WD       Abnorml    120000
## 572       New       Partial    224500
## 573        WD        Normal    170000
## 574        WD        Normal    139000
## 575       COD       Abnorml    118500
## 576        WD        Normal    145000
## 577        WD       Abnorml    164500
## 578        WD       Abnorml    146000
## 579        WD        Normal    131500
## 580        WD        Normal    181900
## 581       New       Partial    253293
## 582        WD        Normal    118500
## 583        WD        Normal    325000
## 584        WD        Normal    133000
## 585       New       Partial    369900
## 586        WD        Normal    130000
## 587        WD        Normal    137000
## 588        WD       Partial    143000
## 589        WD        Normal     79500
## 590        WD        Normal    185900
## 591     ConLI        Normal    451950
## 592        WD        Normal    138000
## 593        WD        Normal    140000
## 594        WD        Normal    110000
## 595       New       Partial    319000
## 596        WD        Normal    114504
## 597       New       Partial    194201
## 598        WD        Normal    217500
## 599       COD        Normal    151000
## 600        WD        Normal    275000
## 601        WD        Normal    141000
## 602        WD       Abnorml    220000
## 603        WD        Normal    151000
## 604        WD        Normal    221000
## 605        WD        Normal    205000
## 606        WD        Normal    152000
## 607        WD        Normal    225000
## 608        WD        Alloca    359100
## 609        WD        Normal    118500
## 610        WD        Normal    313000
## 611        WD        Normal    148000
## 612        WD        Normal    261500
## 613       New       Partial    147000
## 614        WD        Normal     75500
## 615        WD       Abnorml    137500
## 616        WD        Normal    183200
## 617        WD        Normal    105500
## 618       New       Partial    314813
## 619        WD        Normal    305000
## 620        WD        Normal     67000
## 621        WD        Normal    240000
## 622        WD        Normal    135000
## 623        WD        Normal    168500
## 624        WD        Normal    165150
## 625        WD        Normal    160000
## 626        WD        Normal    139900
## 627        WD        Normal    153000
## 628        WD        Family    135000
## 629        WD        Normal    168500
## 630        WD       Abnorml    124000
## 631        WD        Normal    209500
## 632        WD        Family     82500
## 633        WD        Normal    139400
## 634        WD        Normal    144000
## 635        WD       Abnorml    200000
## 636     ConLw        Normal     60000
## 637        WD        Normal     93000
## 638        WD        Normal     85000
## 639       New       Partial    264561
## 640        WD        Normal    274000
## 641        WD        Normal    226000
## 642        WD        Normal    345000
## 643        WD        Normal    152000
## 644       New       Partial    370878
## 645        WD        Normal    143250
## 646        WD        Normal     98300
## 647        WD        Normal    155000
## 648        WD        Normal    155000
## 649        WD        Normal     84500
## 650        WD        Normal    205950
## 651        WD        Normal    108000
## 652        WD        Normal    191000
## 653        WD        Normal    135000
## 654        WD        Normal    350000
## 655        WD        Family     88000
## 656        WD        Normal    145500
## 657        WD        Normal    149000
## 658        WD       Abnorml     97500
## 659        WD        Normal    167000
## 660        WD        Normal    197900
## 661        WD        Normal    402000
## 662        WD        Normal    110000
## 663        WD        Normal    137500
## 664       New       Partial    423000
## 665        WD        Normal    230500
## 666        WD       Abnorml    129000
## 667        WD        Normal    193500
## 668        WD        Normal    168000
## 669        WD        Normal    137500
## 670        WD        Normal    173500
## 671        WD        Normal    103600
## 672        WD        Normal    165000
## 673        WD        Normal    257500
## 674        WD        Normal    140000
## 675        WD        Normal    148500
## 676        WD        Normal     87000
## 677        WD        Normal    109500
## 678       New       Partial    372500
## 679        WD        Normal    128500
## 680        WD        Normal    143000
## 681        WD       Abnorml    159434
## 682        WD        Normal    173000
## 683        WD        Normal    285000
## 684        WD        Normal    221000
## 685        WD        Normal    207500
## 686       New       Partial    227875
## 687        WD        Normal    148800
## 688       New       Partial    392000
## 689        WD        Normal    194700
## 690        WD        Normal    141000
## 691        WD        Normal    335000
## 692        WD       Abnorml    108480
## 693        WD        Normal    141500
## 694        WD        Normal    176000
## 695        WD        Normal     89000
## 696        WD        Normal    123500
## 697        WD        Normal    138500
## 698        WD        Normal    196000
## 699        WD        Normal    312500
## 700       COD        Normal    140000
## 701       New       Partial    361919
## 702        WD        Normal    140000
## 703        WD        Normal    213000
## 704        WD        Normal     55000
## 705        WD        Normal    302000
## 706        WD        Normal    254000
## 707       New       Partial    179540
## 708        WD       Abnorml    109900
## 709        WD        Normal     52000
## 710        WD       Abnorml    102776
## 711        WD        Normal    189000
## 712        WD        Normal    129000
## 713        WD        Normal    130500
## 714        WD        Normal    165000
## 715        WD        Normal    159500
## 716        WD        Normal    157000
## 717        WD        Normal    341000
## 718        WD        Normal    128500
## 719        WD        Normal    275000
## 720        WD        Normal    143000
## 721        WD        Normal    124500
## 722        WD        Normal    135000
## 723        WD        Normal    320000
## 724        WD        Normal    120500
## 725        WD        Normal    222000
## 726        WD        Normal    194500
## 727       COD       Abnorml    110000
## 728        WD        Normal    103000
## 729        WD        Normal    236500
## 730        WD        Normal    187500
## 731        WD        Normal    222500
## 732        WD        Normal    131400
## 733        WD        Family    108000
## 734        WD        Normal    163000
## 735        WD        Normal     93500
## 736        WD        Normal    239900
## 737        WD        Alloca    179000
## 738        WD        Normal    190000
## 739        WD       Abnorml    132000
## 740        WD        Normal    142000
## 741        WD        Normal    179000
## 742        WD        Normal    175000
## 743        WD        Normal    180000
## 744        WD        Normal    299800
## 745        WD        Normal    236000
## 746        WD        Normal    265979
## 747        WD        Normal    260400
## 748        WD        Normal     98000
## 749        WD        Normal     96500
## 750        WD        Normal    162000
## 751        WD        Normal    217000
## 752        WD        Normal    275500
## 753        WD        Normal    156000
## 754        WD        Normal    172500
## 755        WD        Normal    212000
## 756        WD       Abnorml    158900
## 757        WD        Normal    179400
## 758        WD        Normal    290000
## 759        WD        Normal    127500
## 760        WD        Normal    100000
## 761       Con        Normal    215200
## 762        WD        Normal    337000
## 763        WD        Normal    270000
## 764       New       Partial    264132
## 765        WD        Normal    196500
## 766        WD        Normal    160000
## 767        WD        Normal    216837
## 768        WD        Normal    538000
## 769        WD        Normal    134900
## 770       COD        Normal    102000
## 771        WD       Abnorml    107000
## 772       COD        Normal    114500
## 773       New       Partial    395000
## 774        WD        Normal    162000
## 775       New       Partial    221500
## 776        WD        Normal    142500
## 777        WD        Normal    144000
## 778        WD        Normal    135000
## 779        WD        Normal    176000
## 780        WD        Normal    175900
## 781        WD        Normal    187100
## 782        WD        Normal    165500
## 783        WD        Normal    128000
## 784        WD        Normal    161500
## 785        WD        Normal    139000
## 786        WD        Normal    233000
## 787        WD        Normal    107900
## 788        WD        Normal    187500
## 789        WD        Normal    160200
## 790        WD        Normal    146800
## 791        WD        Normal    269790
## 792       New       Partial    225000
## 793        WD        Normal    194500
## 794        WD        Normal    171000
## 795        WD        Normal    143500
## 796        WD       Abnorml    110000
## 797       New       Partial    485000
## 798        WD        Normal    175000
## 799        WD        Normal    200000
## 800        WD        Normal    109900
## 801        WD        Normal    189000
## 802       New       Partial    582933
## 803        WD        Family    118000
## 804       New       Partial    227680
## 805        WD        Normal    135500
## 806        WD        Normal    223500
## 807        WD        Normal    159950
## 808        WD        Normal    106000
## 809        WD        Normal    181000
## 810     ConLD        Normal    144500
## 811        WD        Alloca     55993
## 812       COD        Normal    157900
## 813        WD        Normal    116000
## 814        WD        Normal    224900
## 815        WD        Normal    137000
## 816        WD        Normal    271000
## 817        WD        Normal    155000
## 818       New       Partial    224000
## 819        WD        Normal    183000
## 820        WD        Normal     93000
## 821        WD        Family    225000
## 822        WD        Normal    139500
## 823       New       Partial    232600
## 824       New       Partial    385000
## 825        WD        Normal    109500
## 826        WD        Normal    189000
## 827        WD       Abnorml    185000
## 828        WD        Normal    147400
## 829        WD        Normal    166000
## 830        WD        Normal    151000
## 831        WD        Normal    237000
## 832        WD        Normal    167000
## 833        WD        Normal    139950
## 834        WD        Normal    128000
## 835       COD        Normal    153500
## 836        WD        Normal    100000
## 837        WD        Normal    144000
## 838        WD        Normal    130500
## 839        WD        Normal    140000
## 840        WD        Normal    157500
## 841        WD        Normal    174900
## 842        WD        Normal    141000
## 843        WD        Normal    153900
## 844        WD        Normal    171000
## 845        WD        Normal    213000
## 846        WD        Normal    133500
## 847        WD        Normal    240000
## 848        WD        Normal    187000
## 849        WD        Normal    131500
## 850        WD        Normal    215000
## 851        WD        Normal    164000
## 852        WD        Normal    158000
## 853        WD       Abnorml    170000
## 854        WD        Normal    127000
## 855        WD        Normal    147000
## 856        WD        Normal    174000
## 857        WD        Family    152000
## 858        WD        Normal    250000
## 859        WD        Normal    189950
## 860        WD        Normal    131500
## 861        WD        Normal    152000
## 862        WD        Normal    132500
## 863       New       Partial    250580
## 864        WD        Normal    148500
## 865       New       Partial    248900
## 866        WD        Normal    129000
## 867        WD        Normal    169000
## 868        WD        Normal    236000
## 869        WD        Normal    109500
## 870        WD        Normal    200500
## 871        WD        Normal    116000
## 872        WD        Normal    133000
## 873        WD       Abnorml     66500
## 874       New       Partial    303477
## 875        WD        Normal    132250
## 876        WD        Normal    350000
## 877        WD        Normal    148000
## 878        WD        Normal    136500
## 879        WD        Normal    157000
## 880        WD        Normal    187500
## 881        WD        Normal    178000
## 882        WD        Normal    118500
## 883        WD        Normal    100000
## 884       CWD       Abnorml    328900
## 885        WD        Family    145000
## 886        WD        Normal    135500
## 887        WD        Normal    268000
## 888        WD        Normal    149500
## 889        WD        Normal    122900
## 890        WD        Normal    172500
## 891        WD        Normal    154500
## 892        WD        Normal    165000
## 893        WD        Alloca    118858
## 894        WD        Normal    140000
## 895        WD       Abnorml    106500
## 896        WD        Alloca    142953
## 897       New       Partial    611657
## 898        WD        Normal    135000
## 899        WD        Normal    110000
## 900        WD        Normal    153000
## 901        WD        Normal    180000
## 902       New       Partial    240000
## 903        WD        Normal    125500
## 904        WD        Normal    128000
## 905        WD        Normal    255000
## 906        WD        Normal    250000
## 907        WD        Normal    131000
## 908        WD        Normal    174000
## 909        WD        Normal    154300
## 910        WD        Normal    143500
## 911        WD       Abnorml     88000
## 912        WD        Normal    145000
## 913       New       Partial    173733
## 914        WD        Normal     75000
## 915        WD       Abnorml     35311
## 916        WD        Normal    135000
## 917        WD        Normal    238000
## 918        WD        Normal    176500
## 919        WD        Normal    201000
## 920        WD        Normal    145900
## 921       New       Partial    169990
## 922        WD        Normal    193000
## 923        WD        Normal    207500
## 924        WD       Abnorml    175000
## 925        WD        Normal    285000
## 926        WD        Normal    176000
## 927        WD        Normal    236500
## 928        WD        Normal    222000
## 929        WD        Normal    201000
## 930        WD        Normal    117500
## 931        WD        Normal    320000
## 932        WD        Normal    190000
## 933        WD        Normal    242000
## 934        WD        Normal     79900
## 935        WD        Normal    184900
## 936        WD        Normal    253000
## 937       New       Partial    239799
## 938       COD        Normal    244400
## 939        WD        Normal    150900
## 940        WD        Normal    214000
## 941       Oth       Abnorml    150000
## 942        WD        Normal    143000
## 943       COD       Abnorml    137500
## 944        WD        Normal    124900
## 945        WD        Normal    143000
## 946        WD        Normal    270000
## 947        WD        Normal    192500
## 948        WD        Normal    197500
## 949        WD        Normal    129000
## 950        WD       Abnorml    119900
## 951        WD        Normal    133900
## 952        WD        Normal    172000
## 953        WD       AdjLand    127500
## 954        WD        Normal    145000
## 955        WD        Normal    124000
## 956        WD        Normal    132000
## 957        WD        Normal    185000
## 958        WD        Normal    155000
## 959        WD        Normal    116500
## 960        WD        Normal    272000
## 961        WD        Normal    155000
## 962        WD        Normal    239000
## 963        WD        Normal    214900
## 964       New       Partial    178900
## 965        WD        Normal    160000
## 966        WD        Normal    135000
## 967        WD       Abnorml     37900
## 968     ConLD        Normal    140000
## 969        WD       Abnorml    135000
## 970        WD        Normal    173000
## 971        WD        Normal     99500
## 972       New       Partial    182000
## 973        WD        Normal    167500
## 974        WD        Normal    165000
## 975        WD        Normal     85500
## 976       New       Partial    199900
## 977        WD       Abnorml    110000
## 978        WD        Normal    139000
## 979        WD        Normal    178400
## 980        WD        Normal    336000
## 981        WD        Normal    159895
## 982        WD        Normal    255900
## 983       COD        Normal    126000
## 984     ConLD        Normal    125000
## 985        WD        Normal    117000
## 986       New       Partial    395192
## 987        WD        Normal    195000
## 988       New       Partial    197000
## 989        WD        Normal    348000
## 990        WD        Normal    168000
## 991        WD        Normal    187000
## 992       New       Partial    173900
## 993        WD        Normal    337500
## 994        WD       Abnorml    121600
## 995       COD        Normal    136500
## 996        WD        Normal    185000
## 997        WD        Normal     91000
## 998        WD        Normal    206000
## 999        WD        Normal     82000
## 1000       WD       Abnorml     86000
## 1001       WD        Normal    232000
## 1002       WD        Normal    136905
## 1003       WD        Normal    181000
## 1004       WD        Normal    149900
## 1005       WD        Normal    163500
## 1006       WD        Normal     88000
## 1007       WD        Normal    240000
## 1008       WD        Normal    102000
## 1009       WD        Normal    135000
## 1010       WD        Normal    100000
## 1011       WD        Normal    165000
## 1012       WD        Normal     85000
## 1013       WD        Normal    119200
## 1014       WD        Normal    227000
## 1015       WD        Normal    203000
## 1016      COD       Abnorml    187500
## 1017       WD        Normal    160000
## 1018       WD        Normal    213490
## 1019       WD        Normal    176000
## 1020      New       Partial    194000
## 1021       WD        Normal     87000
## 1022       WD        Normal    191000
## 1023      COD       Abnorml    287000
## 1024       WD        Normal    112500
## 1025       WD        Normal    167500
## 1026      New       Partial    293077
## 1027       WD        Normal    105000
## 1028       WD        Normal    118000
## 1029       WD        Normal    160000
## 1030       WD        Normal    197000
## 1031       WD       Abnorml    310000
## 1032       WD        Normal    230000
## 1033       WD        Normal    119750
## 1034       WD        Normal     84000
## 1035       WD        Normal    315500
## 1036       WD        Normal    287000
## 1037       WD        Normal     97000
## 1038       WD        Normal     80000
## 1039       WD        Normal    155000
## 1040       WD        Normal    173000
## 1041       WD        Normal    196000
## 1042       WD        Normal    262280
## 1043       WD        Normal    278000
## 1044       WD        Normal    139600
## 1045      New       Partial    556581
## 1046       WD        Normal    145000
## 1047       WD        Normal    115000
## 1048       WD       Abnorml     84900
## 1049      New       Partial    176485
## 1050      New       Partial    200141
## 1051       WD        Normal    165000
## 1052       WD        Normal    144500
## 1053       WD        Normal    255000
## 1054      COD       Abnorml    180000
## 1055       WD        Normal    185850
## 1056       WD        Normal    248000
## 1057       WD        Normal    335000
## 1058       WD        Normal    220000
## 1059       WD        Normal    213500
## 1060    ConLD        Normal     81000
## 1061       WD        Normal     90000
## 1062       WD        Normal    110500
## 1063       WD        Normal    154000
## 1064       WD        Normal    328000
## 1065       WD        Normal    178000
## 1066       WD        Normal    167900
## 1067       WD        Normal    151400
## 1068       WD        Normal    135000
## 1069       WD        Normal    135000
## 1070       WD        Normal    154000
## 1071       WD        Normal     91500
## 1072       WD        Normal    159500
## 1073       WD        Normal    194000
## 1074      CWD        Normal    219500
## 1075       WD        Normal    170000
## 1076       WD       Abnorml    138800
## 1077       WD        Normal    155900
## 1078       WD        Normal    126000
## 1079      COD       Abnorml    145000
## 1080       WD        Normal    133000
## 1081       WD        Normal    192000
## 1082       WD        Normal    160000
## 1083       WD        Normal    187500
## 1084       WD        Normal    147000
## 1085       WD        Normal     83500
## 1086       WD        Normal    252000
## 1087       WD        Normal    137500
## 1088       WD        Normal    197000
## 1089       WD        Normal     92900
## 1090       WD        Normal    160000
## 1091       WD        Normal    136500
## 1092       WD        Normal    146000
## 1093       WD        Normal    129000
## 1094       WD        Normal    176432
## 1095       WD        Normal    127000
## 1096       WD        Normal    170000
## 1097       WD        Normal    128000
## 1098      COD       Abnorml    157000
## 1099       WD        Normal     60000
## 1100       WD        Normal    119500
## 1101       WD        Family    135000
## 1102       WD        Normal    159500
## 1103       WD        Normal    106000
## 1104       WD        Normal    325000
## 1105       WD        Normal    179900
## 1106      New       Partial    274725
## 1107       WD       Abnorml    181000
## 1108       WD        Normal    280000
## 1109       WD        Normal    188000
## 1110       WD        Normal    205000
## 1111       WD        Normal    129900
## 1112       WD        Normal    134500
## 1113       WD        Normal    117000
## 1114      New       Partial    318000
## 1115       WD        Normal    184100
## 1116       WD        Normal    130000
## 1117       WD        Normal    140000
## 1118       WD        Normal    133700
## 1119       WD        Normal    118400
## 1120      New       Partial    212900
## 1121      COD       Abnorml    112000
## 1122       WD        Normal    118000
## 1123       WD        Normal    163900
## 1124       WD        Normal    115000
## 1125       WD        Normal    174000
## 1126       WD        Family    259000
## 1127       WD        Normal    215000
## 1128       WD        Normal    140000
## 1129       WD        Normal    135000
## 1130      Oth       Abnorml     93500
## 1131       WD        Normal    117500
## 1132       WD        Normal    239500
## 1133       WD        Normal    169000
## 1134       WD        Normal    102000
## 1135       WD       Abnorml    119000
## 1136       WD        Normal     94000
## 1137       WD        Normal    196000
## 1138       WD        Normal    144000
## 1139      COD       Abnorml    139000
## 1140       WD        Normal    197500
## 1141      New       Partial    424870
## 1142       WD        Normal     80000
## 1143       WD        Normal     80000
## 1144       WD        Family    149000
## 1145       WD        Normal    180000
## 1146       WD        Normal    174500
## 1147       WD        Normal    116900
## 1148       WD        Normal    143000
## 1149       WD        Normal    124000
## 1150       WD        Normal    149900
## 1151       WD       Abnorml    230000
## 1152       WD        Normal    120500
## 1153       WD        Normal    201800
## 1154       WD        Normal    218000
## 1155       WD        Normal    179900
## 1156       WD        Normal    230000
## 1157    ConLD       Partial    235128
## 1158       WD        Normal    185000
## 1159       WD        Normal    146000
## 1160       WD        Normal    224000
## 1161       WD        Normal    129000
## 1162       WD        Alloca    108959
## 1163       WD        Normal    194000
## 1164      New       Partial    233170
## 1165       WD        Normal    245350
## 1166       WD        Normal    173000
## 1167       WD        Normal    235000
## 1168       WD        Normal    625000
## 1169       WD        Normal    171000
## 1170       WD        Normal    163000
## 1171       WD        Normal    171900
## 1172       WD        Normal    200500
## 1173       WD        Normal    239000
## 1174       WD        Normal    285000
## 1175       WD        Normal    119500
## 1176       WD        Normal    115000
## 1177       WD        Normal    154900
## 1178       WD        Normal     93000
## 1179       WD        Normal    250000
## 1180      New       Partial    392500
## 1181       WD        Normal    120000
## 1182       WD        Normal    186700
## 1183       WD        Normal    104900
## 1184       WD       Abnorml     95000
## 1185       WD        Normal    262000
## 1186       WD        Normal    195000
## 1187       WD        Normal    189000
## 1188       WD        Normal    168000
## 1189       WD        Normal    174000
## 1190       WD        Normal    125000
## 1191       WD        Normal    165000
## 1192       WD        Normal    158000
## 1193       WD        Normal    176000
## 1194      New       Partial    219210
## 1195    ConLw        Normal    144000
## 1196       WD        Normal    178000
## 1197       WD        Normal    148000
## 1198      Oth       Abnorml    116050
## 1199       WD        Normal    197900
## 1200       WD        Normal    117000
## 1201       WD        Normal    213000
## 1202       WD        Normal    153500
## 1203       WD        Normal    271900
## 1204       WD        Normal    107000
## 1205       WD        Normal    200000
## 1206       WD        Normal    140000
## 1207      New       Partial    290000
## 1208       WD        Normal    189000
## 1209       WD        Normal    164000
## 1210       WD        Normal    113000
## 1211       WD        Normal    145000
## 1212       WD        Normal    134500
## 1213       WD        Normal    125000
## 1214       WD        Normal    112000
## 1215      New       Partial    229456
## 1216       WD        Normal     80500
## 1217       WD       Abnorml     91500
## 1218       WD       Abnorml    115000
## 1219       WD        Normal    134000
## 1220       WD        Normal    143000
## 1221       WD        Normal    137900
## 1222       WD        Normal    184000
## 1223       WD        Normal    145000
## 1224       WD        Normal    214000
## 1225       WD        Normal    147000
## 1226      New       Partial    367294
## 1227       WD        Normal    127000
## 1228       WD        Normal    190000
## 1229       WD        Normal    132500
## 1230       WD        Normal    101800
## 1231      COD       Abnorml    142000
## 1232       WD       Abnorml    130000
## 1233       WD        Normal    138887
## 1234       WD        Normal    175500
##  [ reached 'max' / getOption("max.print") -- omitted 222 rows ]
  1. Provide univariate descriptive statistics and appropriate plots for the training data set.

An independent variable is the variable that is changed or controlled to test the effects on the dependent variable. A dependent variable is the variable being tested and measured.For this exercise, I will choose the following variables:

Independent: LotArea OverallQual

Dependent SalePrice

Lot Area

summary(kaggle$LotArea)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    1300    7539    9468   10449   11588  215245
hist(kaggle$LotArea, xlab = "Lot Area", main = "Histogram of Lot Area", col = "blue", xlim = c(0,220000), breaks = 50)

Overall Quality

summary(kaggle$OverallQual)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.000   5.000   6.000   6.089   7.000  10.000
hist(kaggle$OverallQual, xlab = "Overall Quality", main = "Histogram of Overall Quality", 
    col = "red")

Sale Price

summary(kaggle$SalePrice)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   34900  129900  163000  180151  214000  625000
hist(kaggle$SalePrice, xlab = "Lot Area", main = "Histogram of Sale Price", col = "grey")

  1. Scatterplot
# Lot Area vs. Sale Price
ggplot(kaggle, aes(x = LotArea, y = SalePrice)) + geom_point() + theme(axis.text.x = element_text(angle = 60, 
    hjust = 1))

# Overall Quality vs. Sale Price
ggplot(kaggle, aes(x = OverallQual, y = SalePrice)) + geom_point(aes(color = factor(OverallQual))) + 
    theme(axis.text.x = element_text(angle = 60, hjust = 1))

  1. Derive a correlation matrix for any three quantitative variables in the dataset.
correlationmatrix = kaggle %>% select(LotArea, OverallQual, SalePrice) %>% cor() %>% 
    as.matrix()
correlationmatrix
##                LotArea OverallQual SalePrice
## LotArea     1.00000000  0.08871877 0.2698665
## OverallQual 0.08871877  1.00000000 0.8008584
## SalePrice   0.26986648  0.80085836 1.0000000
  1. Test the hypotheses that the correlations between each pairwise set of variables is 0 and provide an 80% confidence interval. Discuss the meaning of your analysis. Would you be worried about familywise error? Why or why not?
cor.test(kaggle$LotArea, kaggle$SalePrice, conf.level = 0.8)
## 
##  Pearson's product-moment correlation
## 
## data:  kaggle$LotArea and kaggle$SalePrice
## t = 10.687, df = 1454, p-value < 2.2e-16
## alternative hypothesis: true correlation is not equal to 0
## 80 percent confidence interval:
##  0.2384211 0.3007466
## sample estimates:
##       cor 
## 0.2698665

In the above, the correlation value (0.27) indicates there is little to no correlation between Lot Area and Sale Price.

cor.test(kaggle$OverallQual, kaggle$SalePrice, conf.level = 0.8)
## 
##  Pearson's product-moment correlation
## 
## data:  kaggle$OverallQual and kaggle$SalePrice
## t = 50.994, df = 1454, p-value < 2.2e-16
## alternative hypothesis: true correlation is not equal to 0
## 80 percent confidence interval:
##  0.7884724 0.8125951
## sample estimates:
##       cor 
## 0.8008584

In the above, the correlation value (.80) indicates there is correlation between Overall Quality and Sale Price. The p-value is less than the significance level 0.05. It can be conclude that variables are significantly correlated.

In statistics, family-wise error rate is the probability of making one or more false discoveries, or type I errors when performing multiple hypotheses tests.I think in general if one were to run enough hypthesis test it is highly likely to get at least one significant result in which one would reject the null hypothesis.

  1. Invert your correlation matrix from above. (This is known as the precision matrix and contains variance inflation factors on the diagonal.) Multiply the correlation matrix by the precision matrix, and then multiply the precision matrix by the correlation matrix. Conduct LU decomposition on the matrix.
precisionmatrix = solve(correlationmatrix)
precisionmatrix
##                LotArea OverallQual  SalePrice
## LotArea      1.1339031   0.4028324 -0.6286141
## OverallQual  0.4028324   2.9315320 -2.4564529
## SalePrice   -0.6286141  -2.4564529  3.1369127

Multiplying the correlation matrix by the precision matrix, results in the identity matrix.

mult = round(correlationmatrix %*% precisionmatrix)
mult
##             LotArea OverallQual SalePrice
## LotArea           1           0         0
## OverallQual       0           1         0
## SalePrice         0           0         1

Multiplying the precision matrix by the correlation matrix, results in the identity matrix.

mult2 = round(precisionmatrix %*% correlationmatrix)
mult2
##             LotArea OverallQual SalePrice
## LotArea           1           0         0
## OverallQual       0           1         0
## SalePrice         0           0         1

LU decomposition, and it is also a key step when inverting a matrix or computing the determinant of a matrix. The LU decomposition should yield the correlation matrix after multiplying the two components.

# install_github('https://github.com/cran/matrixcalc/blob/master/R/lu.decomposition.R')
library(matrixcalc)
decomp = lu.decomposition(correlationmatrix)
decomp
## $L
##            [,1]      [,2] [,3]
## [1,] 1.00000000 0.0000000    0
## [2,] 0.08871877 1.0000000    0
## [3,] 0.26986648 0.7830798    1
## 
## $U
##      [,1]       [,2]      [,3]
## [1,]    1 0.08871877 0.2698665
## [2,]    0 0.99212898 0.7769161
## [3,]    0 0.00000000 0.3187848
correlationmatrix
##                LotArea OverallQual SalePrice
## LotArea     1.00000000  0.08871877 0.2698665
## OverallQual 0.08871877  1.00000000 0.8008584
## SalePrice   0.26986648  0.80085836 1.0000000
  1. Many times, it makes sense to fit a closed form distribution to data. Select a variable in the Kaggle.com training dataset that is skewed to the right, shift it so that the minimum value is absolutely above zero if necessary.
rs = min(kaggle$GrLivArea)
rs
## [1] 334

Then load the MASS package and run fitdistr to fit an exponential probability density function. (See https://stat.ethz.ch/R-manual/R-devel/library/MASS/html/fitdistr.html ).

library(MASS)
## 
## Attaching package: 'MASS'
## The following object is masked from 'package:dplyr':
## 
##     select
epb = fitdistr(kaggle$GrLivArea, "exponential")
epb
##        rate    
##   6.637893e-04 
##  (1.739601e-05)

Find the optimal value of λ for this distribution, and then take 1000 samples from this exponential distribution using this value (e.g., rexp(1000, λ).

lambda = epb$estimate
lambda
##         rate 
## 0.0006637893
opval = rexp(1000, lambda)
opval
##    [1]  6057.838387   532.851716  1286.933861  3939.843883   147.410718
##    [6]  1474.527510  1606.289275  2665.677365   752.120385  1928.455555
##   [11]  1028.162887  3275.648524  3572.447813   882.537052   471.931878
##   [16]  5804.975020   608.729308   121.007824   631.928278   300.200261
##   [21]  3251.853944  1259.367459  1948.688937   364.829059  4994.695538
##   [26]    30.330548  1079.053363  1159.482258   254.270921  1256.189734
##   [31]  3095.797654   899.213166   357.841566  2014.376289   733.837289
##   [36]   566.336392   891.682286   710.085675  3219.760434  1326.229606
##   [41]  3192.093915  1376.827981  2038.529241  1515.122747   945.475070
##   [46]  4023.896936  1632.167081  2623.667186  1375.611964   714.305910
##   [51]  1200.359957   537.670654   341.339138  7797.953569  1493.772883
##   [56]  3458.292551  3111.648618  5631.741052   422.595839   740.690568
##   [61]  1280.436880   241.411949  1580.738783  2709.186705   646.275290
##   [66]   449.021272  2724.098581  2046.961568   391.006020     7.159102
##   [71]   263.789666  1050.045611  1716.154400    47.265221  2627.282426
##   [76]  4794.321070   459.740722  3872.308338   874.266773   798.290650
##   [81]  1639.328139  5856.099104  1291.400519   966.981690   153.922675
##   [86]    14.710910   190.242033  2153.708532   912.122707    90.296768
##   [91]    24.915213   552.476733  1659.650267   974.709751  1973.213681
##   [96]  2368.764286  1565.467332  1700.334975   311.605399  1729.681190
##  [101]  3341.318518  1157.979550  5825.723324   677.191998  1068.177326
##  [106]   374.574888  1581.426994  2557.532648   482.210193    29.593270
##  [111]  4668.534341  3198.955941  1486.566358   854.158728   458.819236
##  [116]   527.682190  1461.447846  4926.054856   403.987590   152.574006
##  [121]  4950.476668  1189.454640   626.800369  3349.302391   852.832550
##  [126]  3988.208407  1745.255836  2364.637588    77.832880   707.475867
##  [131]  1501.076509  4161.916282  3239.854747    39.088102  1273.430917
##  [136]  3154.469772   890.981371  2187.700396  2599.873943  5741.053264
##  [141]  3003.583402   712.321173   437.096288   122.857741  2942.320773
##  [146]  1216.579778   217.495329   821.311024  1243.960390  7515.465037
##  [151]  1105.881052  3242.283548   108.780153   161.165327  1195.597824
##  [156]  1322.706527  2406.476301  6830.855141   143.007232   560.443633
##  [161]   308.474330  2602.032404   100.096482  1242.363607   339.558177
##  [166]   525.608263  2626.104705   208.694235   194.015806   268.745599
##  [171]   616.767716   965.319321   557.085999  2023.452653  4133.290580
##  [176]   217.462920  3453.144126  4889.173228   107.970384   296.128198
##  [181]   572.060140  4226.911556   121.959544  2357.103937   347.978960
##  [186]   145.742180  1512.894760   730.897890   364.195817   358.145374
##  [191]  2311.172949  1032.714564   570.690022  1574.861315   621.891244
##  [196]  3444.488668   766.031427   578.558293   436.195873  3004.828779
##  [201]  1676.645610  2119.334931   803.479879  1493.827536  1828.701094
##  [206]  3233.535738   169.941944   996.891487  1050.159987   162.467148
##  [211]   277.374747  1866.165954   621.769603   716.946645   108.820150
##  [216]   452.038077  1029.436545  3099.991305   483.088673  4531.239829
##  [221]   109.419358  1613.176481  1933.630483    23.948861  1445.096143
##  [226]  1133.084313  2686.982557  2513.986887   777.136256  2056.096363
##  [231]   690.691203    65.068416    67.566310   998.602916  2612.177338
##  [236]  4857.491453  1541.372049  1547.918728   121.260047  1740.152812
##  [241]  2499.790542  3752.074674   266.726478  2076.830168  2000.045308
##  [246]  1693.189920   978.422358    37.513684  7018.853528   117.594341
##  [251]  5015.059779   901.720807   222.391581  1227.185914   230.675367
##  [256]   363.363456   505.003742   407.383392   154.007565  2245.204004
##  [261]   527.013692   143.326618  1814.094734   785.349090  6613.672316
##  [266]  5707.789154   356.429508  1764.619123  1910.602934  1243.444026
##  [271]   579.207782  2569.392323  2046.110332  1480.912415  1401.874973
##  [276]   243.134591  1941.912399  2286.242550  1142.379780  1770.576723
##  [281]   739.794616  2860.736298  3412.278853   973.831498  1108.756146
##  [286]    78.604296   381.710113   156.748492  2905.009542  5057.681859
##  [291]  2418.854004  2900.861215  2889.184493   949.311770  1079.861996
##  [296]  1212.174153  2577.987656  1087.033600  3991.964635  2045.345818
##  [301]    14.602898   902.908672  1187.649873   232.477836  1662.334216
##  [306]   454.200561    97.106937   221.906990   299.639946   145.192541
##  [311]  1173.786498   606.311590   261.877695   818.131645  2023.639691
##  [316]   656.042526  3322.508661   953.867914    37.447181  1076.245782
##  [321]   305.610363  1577.628585   646.688273   447.694111   530.140528
##  [326]  3177.995632   291.793538  1224.884386  1408.310629   341.617791
##  [331]    73.035848   292.034289   749.365510  1230.864411   134.090409
##  [336]  2042.785942   976.648173  1960.138211   105.494794   655.743670
##  [341]  1099.325300   200.567905  1538.939437  2904.094400  2118.091701
##  [346]  6087.546028  2092.675777   761.178892   798.120171  2016.978681
##  [351]    73.755595   692.678898  1572.526038   860.241359  3015.465172
##  [356]   180.388799   898.504692  1117.514973  4339.208954   428.147012
##  [361]  5933.006135  2702.901094   522.948602   611.781908  1732.038175
##  [366]    26.184566   255.775278     7.357372   645.135644  2453.657431
##  [371]  3286.363158  2071.814726  1444.087295   319.244418   667.635135
##  [376]  3424.252528  2770.433429   906.867142  1496.209554   656.994037
##  [381]  1127.527139    42.161008  2987.254251   400.703514  1362.845333
##  [386]   415.408990   236.857878  2985.963503  1169.822014   294.342527
##  [391]  9556.659439   724.895660   565.278394  5144.472730  1109.057209
##  [396]   981.155106   575.043007  1088.344119   482.858376  1614.976266
##  [401]   934.840399   419.378989  2105.701352   295.009464   461.462493
##  [406]    94.973979   416.948970  1157.648773  1339.659032  1853.338083
##  [411]  1125.673882   942.657189  3561.143413  4283.549899   548.942003
##  [416]  1061.614166   125.572430  1182.745889  3668.096796  2981.065616
##  [421]  1750.010828   247.140979   532.193212  1801.511651  1232.244267
##  [426]  2141.867472  2496.183883  1204.257045  2191.101072  1240.336772
##  [431]   734.098601    15.275736  1232.692722  2285.433975  1288.504262
##  [436]   426.645153  1955.994599    18.524299  1530.064371  1882.390743
##  [441]  2772.777430   256.198364    98.373858  1608.626945   815.580780
##  [446]  1262.854411   133.152344  1498.468138   807.620969  1328.163588
##  [451]  2646.362236  4530.434601  2933.355321  3925.085267  1480.791876
##  [456]   539.599130   698.062441  2494.840136  1021.164054  3593.260213
##  [461]  2108.183297  1989.859419   187.550452  3166.959602   616.587057
##  [466]   598.008368   878.202850  1574.104586  1753.786943   501.743826
##  [471]  2046.419599  1605.688401  1527.105034  1044.671993  3659.465100
##  [476]  3515.842627  2133.327191  1258.998040  2672.257418   180.887737
##  [481]   960.122488   244.282257  1026.112068  1474.068834  2680.454106
##  [486]  1478.048192   866.058233  1359.856696  1857.360534   439.722174
##  [491]   309.616916   781.605186   415.516355  3585.061048  1930.091263
##  [496]  2057.262918  2487.896761  1391.630575  1516.755364   781.053300
##  [501]  1083.594938   264.175345   203.707289   217.068784  1326.555035
##  [506]   890.140750    70.108555  1521.755424   511.090298   371.197343
##  [511]   537.398650   346.755421  2288.519236  1612.936295   612.039478
##  [516]  1509.151912  5487.980923  1080.333838   245.404251   222.418309
##  [521]   376.905671   592.094555   385.002352   483.961123  1080.877352
##  [526]  1205.849594  1647.881555  1269.147282  2109.011081    95.033753
##  [531]   568.653633  2760.201882   928.368260    16.276276  2176.382705
##  [536]  1310.926799  1181.621591  1307.514508   374.128595  6871.294058
##  [541]   148.226324  7824.238491  3150.326692   424.664155  1472.533653
##  [546]   561.920869  2219.968477   127.267134   384.258249  1782.266808
##  [551]  3030.569408  1947.696193  4071.464674  3527.883899   314.184574
##  [556]  2196.003503  2648.019065   836.772029  1875.467335  1680.471161
##  [561]  2848.137456   157.598320   569.961852   450.699636  1382.440683
##  [566]    39.059586   508.095934   602.283042 11894.507525  1887.186856
##  [571]  2629.665008  2902.919188  2836.894318  1005.804203   263.386051
##  [576]   809.736829   936.840522   748.351281   690.610334  3935.051454
##  [581]  1792.318042   424.177502   614.061363  2618.326843  1936.210531
##  [586]  2925.022367  2269.835312  1178.047653  2394.080041   714.669488
##  [591]   406.149108   298.746331   141.051756  1017.815802  2092.124684
##  [596]    89.527434   139.821277  5071.757543  6428.637335    32.062104
##  [601]   769.629551  4637.406303   237.414415   961.336648  4691.410999
##  [606]  1361.544307   275.528936   206.311546  3961.207228  2090.539290
##  [611]  3450.261104  3516.866644   226.096426   521.942216  1725.851208
##  [616]  3348.823065  1064.742426  2292.356201  3151.697305   769.688040
##  [621]   368.551152  1201.835369  6058.156372   887.618455   578.840868
##  [626]   505.909027   609.122300   168.206775   274.182443  3430.226493
##  [631]   736.670505   517.859461   892.130548  2572.497608   210.904011
##  [636]   194.932294   141.746597   936.626778  6485.382712  1948.195683
##  [641]    34.562076  2083.470237   333.118647  2255.378255  1506.439420
##  [646]    59.041132  1058.026631  3141.381452   526.017485   174.351174
##  [651]  3399.794782   650.996078   122.665564   664.480248  1072.732213
##  [656]  1580.888143  1576.334098  4626.755771  1231.405453   509.284411
##  [661]   450.306684   534.207328  3442.288075   626.351409  2416.910231
##  [666]   949.689983  2033.037706  3105.446106  4052.221416  1063.827301
##  [671]  2895.223539   560.594846  1384.139270    86.288807   848.353918
##  [676]  1085.913867  3333.636632   224.806964   744.775668   552.851412
##  [681]   755.903802   160.530173   197.532794  7089.494338   804.887149
##  [686]  1837.139334  1363.463851  1419.478881   386.240222   168.844670
##  [691]   936.410723  1469.813825   466.155184   327.679550  1372.747332
##  [696]   164.534988   508.363399   684.469220  1392.195097   745.467608
##  [701]  1429.265088  1596.874425  2722.517507   190.635017  1137.196172
##  [706]  2337.895151  2157.148636   208.709520  2181.100878  1894.042822
##  [711]  1832.861731  3765.760126   263.354100  3629.178633  2678.657376
##  [716]   345.121350  1382.205932   875.230940   820.562782   646.599739
##  [721]  4152.878688  1462.817719   751.223135  1593.893411   621.313401
##  [726]   524.307468  3977.169327   252.537943  1031.856851  1487.981761
##  [731]    95.268034  3018.742397   648.991000    22.866656  1383.222389
##  [736]  4183.189000   666.637932   357.648799  1429.849050  1066.115953
##  [741]   789.579098   166.433925  2383.422960  2216.824163  3421.775689
##  [746]  1548.360982  2110.015259  4741.047378   819.345274  2163.908025
##  [751]  4395.518683   448.643565    23.403261  1400.842636    90.866324
##  [756]  6078.272275   566.603626  2178.413030  3750.863273  1581.262821
##  [761]   201.523247  2396.338124  1612.259804   323.374380  1606.992071
##  [766]  1127.543734  1843.014835   191.063889  2279.651258   111.992383
##  [771]    59.804973    79.938166  1101.796065   792.475136  1539.729772
##  [776]    36.577938   335.504068  3439.139222  1467.290481   852.000541
##  [781]  1178.471358  1364.838012   401.345505  3751.449856   343.357056
##  [786]   540.900771  1587.585809  1443.015786  2135.998269  2133.383640
##  [791]   260.035563  3788.313975    93.966422   905.925272  1115.804613
##  [796]   218.731607  3349.476728   410.828239   283.453026  2583.057634
##  [801]   178.909987     4.269776  4823.682031  1039.516148  3234.276909
##  [806]  3202.545096    21.721551  1131.465582    54.465058  1660.539597
##  [811]   296.205075     8.620596  2316.715718   458.735171  1670.025252
##  [816]  2167.721780   472.007303   960.176146   637.816418  6573.047582
##  [821]   786.974133   263.478911   130.782850  1311.489936     5.546115
##  [826]   510.115724   112.167385     5.726137   309.164153   950.931759
##  [831]  1876.825764   767.085114  2069.820162  1355.869947    87.035146
##  [836]  2029.027687  1335.199320  2575.320373   421.258273  1181.875093
##  [841]  5031.596068   255.343091   414.056466  1247.095405  1741.224807
##  [846]  1268.015314   521.251751   636.214596   179.348221   700.141741
##  [851]  4451.710072   474.285790  1980.910683  2288.675659   114.110585
##  [856]  1397.894321   121.269018  2036.867874   434.789904  1019.662606
##  [861]  3891.541884  1001.763261  1634.203159   345.246829    11.165458
##  [866]   194.682898  2484.965161   404.412945  1180.142217  4001.418152
##  [871]   183.048983  2908.485056   429.867667   192.160674   304.035375
##  [876]   333.479353  2207.750528   428.516887  3138.605466  1095.862952
##  [881]  1388.838437  1877.328526   384.098969   226.099534   836.946331
##  [886]  4279.004254    68.990512    28.479916  2781.726411    22.347051
##  [891]  4662.664125  2975.547069   119.579249  1768.121487  1814.636405
##  [896]   881.388068   169.756307   385.162602  9000.811757   752.264467
##  [901]   396.606718   665.362461   584.139132  1185.363928  4171.487480
##  [906]   754.308868    91.628570  2537.520841  5037.292173   566.283077
##  [911]  2327.582934  2411.326850    56.951929  1623.394876  2503.175133
##  [916]     8.112918   819.224218   764.753635  3514.211173   396.986467
##  [921]     6.078300  1138.733935   458.071931  5770.073644  1294.126447
##  [926]  3536.014349  3332.111731  5424.594740    47.814881  4122.367863
##  [931]   823.832323   582.711792   454.335790  4141.741423   246.090982
##  [936]   110.219354   194.224512  1433.364702   111.444713  1637.688570
##  [941]  1281.337923  2810.504870  1469.479120   922.756359   805.105352
##  [946]  1362.153139  2854.114801  2269.194961   394.274742   411.295830
##  [951]  3600.660617  4891.201023   258.330913   993.320095  1000.832726
##  [956]  2164.587454     6.382005   299.978663   959.710094   270.871019
##  [961]  2747.660632   768.950042     7.466967  4394.902074   644.390356
##  [966]   398.858283   571.641410   108.615026   435.335119   629.737528
##  [971]   461.639200   324.135616  2637.404267  1238.488635   588.293567
##  [976]  2004.694729   179.639248  2688.032732   158.788349   396.894065
##  [981]   772.233804   523.181430  1317.526395   867.084287   145.384573
##  [986]   837.634051  1718.633467  2612.478590  2453.542517  1044.276369
##  [991]  1593.075933   738.521463   435.369602  2582.391974  1204.544411
##  [996]   141.320623  1805.320794  2082.720806   121.118596  5235.656795

Plot a histogram and compare it with a histogram of your original variable.

par(mfrow = c(1, 2))
hist(opval, breaks = 50, xlim = c(0, 6000), main = "Exponential - GrLivArea", 
    col = "green")
hist(kaggle$GrLivArea, breaks = 50, main = "Original - GrLivArea", col = "blue")

Using the exponential pdf, find the 5th and 95th percentiles using the cumulative distribution function (CDF).

qexp(0.05, rate = lambda)
## [1] 77.27345
qexp(0.95, rate = lambda)
## [1] 4513.077

Also generate a 95% confidence interval from the empirical data, assuming normality.

library("Rmisc")
## Loading required package: lattice
## Loading required package: plyr
## ------------------------------------------------------------------------------
## You have loaded plyr after dplyr - this is likely to cause problems.
## If you need functions from both plyr and dplyr, please load plyr first, then dplyr:
## library(plyr); library(dplyr)
## ------------------------------------------------------------------------------
## 
## Attaching package: 'plyr'
## The following objects are masked from 'package:dplyr':
## 
##     arrange, count, desc, failwith, id, mutate, rename, summarise,
##     summarize
## The following object is masked from 'package:purrr':
## 
##     compact
CI(na.exclude(kaggle$GrLivArea), ci = 0.95)
##    upper     mean    lower 
## 1532.042 1506.502 1480.962

Finally, provide the empirical 5th percentile and 95th percentile of the data.

quantile(kaggle$GrLivArea, 0.05)
##  5% 
## 848
quantile(kaggle$GrLivArea, 0.95)
##    95% 
## 2450.5
  1. Build some type of multiple regression model and submit your model to the competition board. Provide your complete model summary and results with analysis.
model = kaggle[, which(sapply(kaggle, function(x) sum(is.na(x))) == 0)]
fit = lm(kaggle$SalePrice ~ kaggle$OverallQual + kaggle$GrLivArea + kaggle$GarageCars + 
    kaggle$GarageArea, data = kaggle)
summary(fit)
## 
## Call:
## lm(formula = kaggle$SalePrice ~ kaggle$OverallQual + kaggle$GrLivArea + 
##     kaggle$GarageCars + kaggle$GarageArea, data = kaggle)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -132308  -21454   -1728   18215  280617 
## 
## Coefficients:
##                      Estimate Std. Error t value Pr(>|t|)    
## (Intercept)        -1.000e+05  4.461e+03 -22.419  < 2e-16 ***
## kaggle$OverallQual  2.670e+04  9.742e+02  27.410  < 2e-16 ***
## kaggle$GrLivArea    5.252e+01  2.447e+00  21.466  < 2e-16 ***
## kaggle$GarageCars   4.513e+03  2.924e+03   1.543    0.123    
## kaggle$GarageArea   6.469e+01  9.913e+00   6.526 9.31e-11 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 36880 on 1451 degrees of freedom
## Multiple R-squared:  0.7694, Adjusted R-squared:  0.7688 
## F-statistic:  1210 on 4 and 1451 DF,  p-value: < 2.2e-16
summary(fit)$coefficients
##                         Estimate  Std. Error    t value      Pr(>|t|)
## (Intercept)        -100009.72917 4460.847585 -22.419445  7.912787e-96
## kaggle$OverallQual   26701.78641  974.162312  27.409997 1.218065e-133
## kaggle$GrLivArea        52.51658    2.446527  21.465767  5.441352e-89
## kaggle$GarageCars     4512.82731 2923.817191   1.543471  1.229346e-01
## kaggle$GarageArea       64.68965    9.912555   6.526032  9.308316e-11
par(mfrow = c(2, 2))
X1 = kaggle$OverallQual
X2 = kaggle$GrLivArea
X3 = kaggle$GarageCars
X4 = kaggle$GarageArea
Y = kaggle$SalePrice

plot(X1, Y, col = "#00FF00", main = "OverallQual", ylab = "Sale Price")
abline(lm(Y ~ X1), col = "blue", lwd = 3)

plot(X2, Y, col = "#C00000", main = "GrLivArea", ylab = "Sale Price")
abline(lm(Y ~ X2), col = "blue", lwd = 3)

plot(X3, Y, col = "#aa4371", main = "GarageCars", ylab = "Sale Price")
abline(lm(Y ~ X3), col = "blue", lwd = 3)

plot(X4, Y, col = "#37004d", main = "GarageArea", ylab = "Sale Price")
abline(lm(Y ~ X4), col = "blue", lwd = 3)

kagtest = read.csv(text = getURL("https://raw.githubusercontent.com/Vthomps000/DATA-605/master/test.csv"), 
    header = TRUE) %>% # Outlier Removal
filter(GrLivArea < 4000)


data = function(df) {
    df %>% # Replace N/A's
    mutate(BedroomAbvGr = replace_na(BedroomAbvGr, 0), BsmtFullBath = replace_na(BsmtFullBath, 
        0), BsmtHalfBath = replace_na(BsmtHalfBath, 0), BsmtUnfSF = replace_na(BsmtUnfSF, 
        0), EnclosedPorch = replace_na(EnclosedPorch, 0), Fireplaces = replace_na(Fireplaces, 
        0), GarageArea = replace_na(GarageArea, 0), GarageCars = replace_na(GarageCars, 
        0), HalfBath = replace_na(HalfBath, 0), KitchenAbvGr = replace_na(KitchenAbvGr, 
        0), LotFrontage = replace_na(LotFrontage, 0), OpenPorchSF = replace_na(OpenPorchSF, 
        0), PoolArea = replace_na(PoolArea, 0), ScreenPorch = replace_na(ScreenPorch, 
        0), TotRmsAbvGrd = replace_na(TotRmsAbvGrd, 0), WoodDeckSF = replace_na(WoodDeckSF, 
        0))
}

kagtest = data(kagtest)
print(kagtest)
##        Id MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape
## 1    1461         20       RH          80   11622   Pave  <NA>      Reg
## 2    1462         20       RL          81   14267   Pave  <NA>      IR1
## 3    1463         60       RL          74   13830   Pave  <NA>      IR1
## 4    1464         60       RL          78    9978   Pave  <NA>      IR1
## 5    1465        120       RL          43    5005   Pave  <NA>      IR1
## 6    1466         60       RL          75   10000   Pave  <NA>      IR1
## 7    1467         20       RL           0    7980   Pave  <NA>      IR1
## 8    1468         60       RL          63    8402   Pave  <NA>      IR1
## 9    1469         20       RL          85   10176   Pave  <NA>      Reg
## 10   1470         20       RL          70    8400   Pave  <NA>      Reg
## 11   1471        120       RH          26    5858   Pave  <NA>      IR1
## 12   1472        160       RM          21    1680   Pave  <NA>      Reg
## 13   1473        160       RM          21    1680   Pave  <NA>      Reg
## 14   1474        160       RL          24    2280   Pave  <NA>      Reg
## 15   1475        120       RL          24    2280   Pave  <NA>      Reg
## 16   1476         60       RL         102   12858   Pave  <NA>      IR1
## 17   1477         20       RL          94   12883   Pave  <NA>      IR1
## 18   1478         20       RL          90   11520   Pave  <NA>      Reg
## 19   1479         20       RL          79   14122   Pave  <NA>      IR1
## 20   1480         20       RL         110   14300   Pave  <NA>      Reg
## 21   1481         60       RL         105   13650   Pave  <NA>      Reg
## 22   1482        120       RL          41    7132   Pave  <NA>      IR1
## 23   1483         20       RL         100   18494   Pave  <NA>      IR1
## 24   1484        120       RL          43    3203   Pave  <NA>      Reg
## 25   1485         80       RL          67   13300   Pave  <NA>      IR1
## 26   1486         60       RL          63    8577   Pave  <NA>      IR1
## 27   1487         60       RL          60   17433   Pave  <NA>      IR2
## 28   1488         20       RL          73    8987   Pave  <NA>      Reg
## 29   1489         20       FV          92    9215   Pave  <NA>      Reg
## 30   1490         20       FV          84   10440   Pave  <NA>      Reg
## 31   1491         60       RL          70   11920   Pave  <NA>      Reg
## 32   1492         30       RH          70    9800   Pave  <NA>      Reg
## 33   1493         20       RL          39   15410   Pave  <NA>      IR1
## 34   1494         60       RL          85   13143   Pave  <NA>      IR1
## 35   1495         60       RL          88   11134   Pave  <NA>      Reg
## 36   1496        120       FV          25    4835   Pave  <NA>      IR1
## 37   1497        160       FV          39    3515   Pave  Pave      Reg
## 38   1498        160       FV          30    3215   Pave  Pave      Reg
## 39   1499        160       FV          24    2544   Pave  Pave      Reg
## 40   1500        160       FV          24    2544   Pave  Pave      Reg
## 41   1501        160       FV           0    2980   Pave  <NA>      Reg
## 42   1502        160       FV           0    2403   Pave  <NA>      IR1
## 43   1503         20       FV          57   12853   Pave  Pave      IR1
## 44   1504         60       FV          68    7379   Pave  <NA>      IR1
## 45   1505         20       FV          80    8000   Pave  <NA>      Reg
## 46   1506         20       RL           0   10456   Pave  <NA>      IR1
## 47   1507         60       RL          80   10791   Pave  <NA>      Reg
## 48   1508         50       RL           0   18837   Pave  <NA>      IR1
## 49   1509         60       RL          80    9600   Pave  <NA>      Reg
## 50   1510         20       RL          80    9600   Pave  <NA>      Reg
## 51   1511         20       RL          90    9900   Pave  <NA>      Reg
## 52   1512         20       RL          88    9680   Pave  <NA>      Reg
## 53   1513         80       RL           0   10600   Pave  Pave      IR1
## 54   1514         90       RL          98   13260   Pave  <NA>      IR1
## 55   1515         50       RL          68    9724   Pave  <NA>      Reg
## 56   1516         50       RL         120   17360   Pave  <NA>      Reg
## 57   1517         85       RL          75   11380   Pave  <NA>      IR1
## 58   1518         90       RL          70    8267   Pave  <NA>      Reg
## 59   1519         20       RL          70    8197   Pave  <NA>      Reg
## 60   1520         20       RL           0    8050   Pave  <NA>      IR1
## 61   1521         20       RL          87   10725   Pave  <NA>      IR1
## 62   1522         20       RL          80   10032   Pave  <NA>      Reg
## 63   1523         50       RL          60    8382   Pave  <NA>      Reg
## 64   1524         20       RL          60   10950   Pave  <NA>      Reg
## 65   1525         20       RL         119   10895   Pave  <NA>      Reg
## 66   1526        190       RL          70   13587   Pave  <NA>      Reg
## 67   1527         30       RL          65    7898   Pave  <NA>      Reg
## 68   1528         50       RL          60    8064   Pave  <NA>      Reg
## 69   1529         20       RL          81    7635   Pave  <NA>      IR1
## 70   1530         20       RL          80    9760   Pave  <NA>      Reg
## 71   1531         50       RM          60    4800   Pave  <NA>      Reg
## 72   1532         30       RM          56    4485   Pave  Grvl      Reg
## 73   1533         20       RM          69    5805   Pave  Grvl      Reg
## 74   1534         45       RM          50    6900   Pave  <NA>      Reg
## 75   1535         50       RM          69   11851   Pave  <NA>      Reg
## 76   1536         50       RM           0    8239   Pave  <NA>      Reg
## 77   1537         30       RM          68    9656   Pave  <NA>      Reg
## 78   1538         70       RM          60    9600   Pave  Grvl      Reg
## 79   1539         70       RM          50    9000   Pave  Grvl      Reg
## 80   1540        190       RM         100    9045   Pave  <NA>      Reg
## 81   1541         70       RM          60   10560   Pave  <NA>      Reg
## 82   1542         50       RM          53    5830   Pave  <NA>      Reg
## 83   1543         75       RL           0    7793   Pave  <NA>      IR1
## 84   1544         30       RM          50    5000   Pave  <NA>      Reg
## 85   1545         50       RM          50    6000   Pave  <NA>      Reg
## 86   1546         50       RM          50    6000   Pave  <NA>      Reg
## 87   1547         50       RM          53    6360   Pave  <NA>      Reg
## 88   1548         50       RM          50    6000   Pave  <NA>      Reg
## 89   1549         50       RM          52    6240   Pave  <NA>      Reg
## 90   1550         50       RM          52    6240   Pave  <NA>      Reg
## 91   1551         30       RM          51    6120   Pave  <NA>      Reg
## 92   1552         50       RM          57    8094   Pave  Grvl      Reg
## 93   1553         70       RM          60   12900   Pave  Grvl      Reg
## 94   1554         70       RM          52    3068   Pave  Grvl      Reg
## 95   1555         20       RL         100   15263   Pave  <NA>      IR1
## 96   1556         50       RL          72   10632   Pave  <NA>      IR1
## 97   1557        190       RL          60    9900   Pave  <NA>      Reg
## 98   1558         50       RL          65    6001   Pave  <NA>      IR1
## 99   1559         70  C (all)           0    6449   Pave  <NA>      IR1
## 100  1560        190       RH          60    6048   Pave  <NA>      Reg
## 101  1561         90       RL          72   10773   Pave  <NA>      Reg
## 102  1562         20       RL          65    7800   Pave  <NA>      Reg
## 103  1563         20       RL          65    7832   Pave  <NA>      Reg
## 104  1564         90       RL           0    7424   Pave  <NA>      IR1
## 105  1565         60       RL          86   11227   Pave  <NA>      Reg
## 106  1566         20       RL           0   20062   Pave  <NA>      IR1
## 107  1567         30       RL          94    9259   Pave  <NA>      Reg
## 108  1568         60       RL           0   17082   Pave  <NA>      IR1
## 109  1569         50       RL         124   18600   Pave  <NA>      Reg
## 110  1570         20       RL          65   11479   Pave  <NA>      Reg
## 111  1571         50       RL          50    9350   Pave  <NA>      Reg
## 112  1572         20       RL          75    9525   Pave  <NA>      Reg
## 113  1573         20       RL          44   17485   Pave  <NA>      IR2
## 114  1574         20       RL           0   11200   Pave  <NA>      IR1
## 115  1575         20       RL          83   11980   Pave  <NA>      Reg
## 116  1576         60       RL          87   12361   Pave  <NA>      IR1
## 117  1577         20       RL          64    7360   Pave  <NA>      Reg
## 118  1578         50       RL          82   14235   Pave  <NA>      IR1
## 119  1579         85       RL          82   11105   Pave  <NA>      Reg
## 120  1580         60       RL           0    9337   Pave  <NA>      IR1
## 121  1581         20       RL          38   15240   Pave  <NA>      IR1
## 122  1582         20       RL          68    7480   Pave  <NA>      Reg
## 123  1583         20       RL          80   10389   Pave  <NA>      Reg
## 124  1584         60       RL          75    9375   Pave  <NA>      Reg
## 125  1585        120       RM           0    4435   Pave  <NA>      Reg
## 126  1586         30       RL          67    8777   Pave  <NA>      Reg
## 127  1587         20       RL          68    8842   Pave  <NA>      Reg
## 128  1588         20       RL          60   10044   Pave  <NA>      IR1
## 129  1589         50       RL          89   11792   Pave  <NA>      Reg
## 130  1590         80       RL          65    6305   Pave  <NA>      Reg
## 131  1591         20       RL          64    6410   Pave  <NA>      Reg
## 132  1592         30       RL          67    4853   Pave  <NA>      Reg
## 133  1593         30       RL           0    7890   Pave  <NA>      Reg
## 134  1594         90       RH          60    7200   Pave  Pave      Reg
## 135  1595         50       RL          51    9839   Pave  <NA>      Reg
## 136  1596         50       RL          78   10452   Pave  <NA>      IR1
## 137  1597         90       RL          78   15600   Pave  <NA>      Reg
## 138  1598         80       RL          85   19645   Pave  <NA>      IR1
## 139  1599        120       RM          35    3907   Pave  <NA>      IR1
## 140  1600        120       RM          35    3907   Pave  <NA>      IR1
## 141  1601         30       RM          58    8154   Pave  <NA>      Reg
## 142  1602         50       RM          50    9140   Pave  <NA>      Reg
## 143  1603         30  C (all)          66    8712   Grvl  <NA>      Reg
## 144  1604        120       RM          44    3811   Pave  <NA>      IR1
## 145  1605         60       RL          85   11050   Pave  <NA>      Reg
## 146  1606         80       RL          74    9620   Pave  <NA>      Reg
## 147  1607         90       RL           0   12760   Pave  <NA>      IR1
## 148  1608         20       RL          88   11896   Pave  <NA>      IR1
## 149  1609         20       RL          73    9803   Pave  <NA>      Reg
## 150  1610         60       RL          73    9802   Pave  <NA>      Reg
## 151  1611         20       RL          85   15300   Pave  <NA>      Reg
## 152  1612         20       RL          93   10114   Pave  <NA>      Reg
## 153  1613         20       RL           0   11875   Pave  <NA>      Reg
## 154  1614        120       RM          31    2394   Pave  <NA>      Reg
## 155  1615        160       RM          21    1476   Pave  <NA>      Reg
## 156  1616        160       RM          21    1900   Pave  <NA>      Reg
## 157  1617        160       RM          21    1890   Pave  <NA>      Reg
## 158  1618         20       RL          50    6953   Pave  <NA>      Reg
## 159  1619         20       RL          76   12887   Pave  <NA>      Reg
## 160  1620         90       RL          70    7700   Pave  <NA>      Reg
## 161  1621         60       RL          63   10475   Pave  <NA>      Reg
## 162  1622         50       RL          68   10544   Pave  <NA>      IR1
## 163  1623         20       RL          76    9892   Pave  <NA>      Reg
## 164  1624         60       RL          74   12961   Pave  <NA>      Reg
## 165  1625         20       RL          74   13008   Pave  <NA>      IR1
## 166  1626         20       RL          85   10200   Pave  <NA>      Reg
## 167  1627         60       RL          88   10179   Pave  <NA>      IR1
## 168  1628         60       RL           0   11792   Pave  <NA>      IR1
## 169  1629         80       RL          60    8400   Pave  <NA>      Reg
## 170  1630        120       RL          28    7296   Pave  <NA>      IR1
## 171  1631        120       RL          61    7380   Pave  <NA>      IR1
## 172  1632        120       RL          57    8013   Pave  <NA>      IR1
## 173  1633         80       RL          57    8923   Pave  <NA>      IR1
## 174  1634         60       RL          60    7500   Pave  <NA>      Reg
## 175  1635         60       RL           0    8803   Pave  <NA>      IR1
## 176  1636         20       RL          58    7250   Pave  <NA>      Reg
## 177  1637         60       RL          85   11900   Pave  <NA>      Reg
## 178  1638         60       RL           0   13250   Pave  <NA>      IR1
## 179  1639         20       RL          80   10928   Pave  <NA>      Reg
## 180  1640         60       RL           0   12388   Pave  <NA>      IR1
## 181  1641         20       RL          80   11088   Pave  <NA>      Reg
## 182  1642         60       FV          70    7000   Pave  <NA>      Reg
## 183  1643         60       FV           0    7500   Pave  <NA>      Reg
## 184  1644         60       FV           0    8470   Pave  <NA>      Reg
## 185  1645         20       RL           0    9373   Pave  <NA>      IR1
## 186  1646         20       RL          78   10140   Pave  <NA>      Reg
## 187  1647         20       RL          85   11050   Pave  <NA>      IR1
## 188  1648         20       RL           0    7830   Pave  <NA>      IR1
## 189  1649         20       RL           0    8510   Pave  <NA>      IR1
## 190  1650         20       RL          60    7038   Pave  <NA>      Reg
## 191  1651         20       RL          60    9000   Pave  <NA>      Reg
## 192  1652        160       RM          21    1680   Pave  <NA>      Reg
## 193  1653        160       RM          21    1680   Pave  <NA>      Reg
## 194  1654        160       RL          24    2308   Pave  <NA>      Reg
## 195  1655        120       RL          24    2280   Pave  <NA>      Reg
## 196  1656        160       RL          24    2349   Pave  <NA>      Reg
## 197  1657        160       RL          24    2364   Pave  <NA>      Reg
## 198  1658        160       RL          24    2364   Pave  <NA>      Reg
## 199  1659        120       RL          24    2104   Pave  <NA>      Reg
## 200  1660         20       RL           0   10710   Pave  <NA>      Reg
## 201  1661         60       RL         110   14257   Pave  <NA>      Reg
## 202  1662         60       RL          95   12350   Pave  <NA>      Reg
## 203  1663         20       RL          95   12350   Pave  <NA>      Reg
## 204  1664         20       RL         105   13693   Pave  <NA>      Reg
## 205  1665         20       RL          95   11578   Pave  <NA>      Reg
## 206  1666         20       RL         129   16870   Pave  <NA>      IR1
## 207  1667         60       RL          59   23303   Pave  <NA>      IR3
## 208  1668         20       RL          87   10367   Pave  <NA>      IR1
## 209  1669         20       RL          77   10872   Pave  <NA>      IR1
## 210  1670         20       RL         102   13514   Pave  <NA>      IR1
## 211  1671         20       RL          90   12878   Pave  <NA>      IR1
## 212  1672         20       RL         110   15274   Pave  <NA>      IR1
## 213  1673         60       RL          96   13262   Pave  <NA>      IR1
## 214  1674         20       RL          70    9658   Pave  <NA>      IR1
## 215  1675        120       RL          47    6904   Pave  <NA>      IR1
## 216  1676        120       RL          34    5122   Pave  <NA>      IR1
## 217  1677        120       RL          80   10307   Pave  <NA>      IR1
## 218  1678         20       RL         100   14836   Pave  <NA>      IR1
## 219  1679         20       RL         117   15262   Pave  <NA>      IR1
## 220  1680        120       RL          44    7390   Pave  <NA>      IR1
## 221  1681        120       RL          48    6472   Pave  <NA>      Reg
## 222  1682         20       RL         129   16770   Pave  <NA>      Reg
## 223  1683        120       RL          48    3480   Pave  <NA>      Reg
## 224  1684         60       RL          63   10928   Pave  <NA>      Reg
## 225  1685         60       RL          57    8918   Pave  <NA>      IR1
## 226  1686        120       RL          43    3182   Pave  <NA>      Reg
## 227  1687         80       RL          59    9434   Pave  <NA>      IR1
## 228  1688         60       RL          62    7984   Pave  <NA>      IR1
## 229  1689         60       RL          61   10125   Pave  <NA>      IR1
## 230  1690         60       RL           0    8965   Pave  <NA>      IR1
## 231  1691         60       RL           0    8174   Pave  <NA>      IR1
## 232  1692         60       RL           0   12891   Pave  <NA>      IR1
## 233  1693         80       RL          61    9734   Pave  <NA>      IR1
## 234  1694         60       RL          42    8433   Pave  <NA>      IR1
## 235  1695         80       RL          62    7750   Pave  <NA>      Reg
## 236  1696         60       RL           0   15896   Pave  <NA>      IR2
## 237  1697         80       RL          64    7848   Pave  <NA>      IR1
## 238  1698         60       RL         106   12720   Pave  <NA>      Reg
## 239  1699         20       RL           0   10750   Pave  <NA>      IR1
## 240  1700         60       RL          79    9085   Pave  <NA>      Reg
## 241  1701         60       RL           0   11692   Pave  <NA>      IR1
## 242  1702         20       RL          86   11194   Pave  <NA>      IR1
## 243  1703         20       RL          78   10206   Pave  <NA>      Reg
## 244  1704         20       RL          85   10130   Pave  <NA>      Reg
## 245  1705         20       RL          76    9139   Pave  <NA>      IR1
## 246  1706         20       RL          85   11128   Pave  <NA>      Reg
## 247  1707         20       FV          90    7993   Pave  <NA>      IR1
## 248  1708         20       FV          72    8640   Pave  <NA>      Reg
## 249  1709         20       FV         112   12606   Pave  <NA>      IR1
## 250  1710         20       FV          75    7500   Pave  <NA>      Reg
## 251  1711         60       FV          84   10603   Pave  <NA>      Reg
## 252  1712         20       FV          65    8125   Pave  <NA>      Reg
## 253  1713         20       FV          85   10625   Pave  <NA>      Reg
## 254  1714         20       FV          68    8736   Pave  <NA>      IR1
## 255  1715         60       FV          65    8127   Pave  <NA>      IR1
## 256  1716         20       RL          80    9605   Pave  <NA>      Reg
## 257  1717         20       RL          63    7500   Pave  <NA>      Reg
## 258  1718         20       RL          63    7500   Pave  <NA>      Reg
## 259  1719         60       RL          96   10628   Pave  <NA>      IR1
## 260  1720         20       RL          76   10141   Pave  <NA>      IR1
## 261  1721         20       RL          63   13072   Pave  <NA>      Reg
## 262  1722         20       RL          63   13072   Pave  <NA>      Reg
## 263  1723         20       RL          60   12450   Pave  <NA>      Reg
## 264  1724         20       RL          61    7328   Pave  <NA>      Reg
## 265  1725         60       RL          43   11492   Pave  <NA>      IR1
## 266  1726         60       RL          70    7703   Pave  <NA>      Reg
## 267  1727        120       RL          50    7175   Pave  <NA>      Reg
## 268  1728         60       RL          70    9109   Pave  <NA>      Reg
## 269  1729         60       RL           0   10274   Pave  <NA>      IR1
## 270  1730         90       RL          75    8250   Pave  <NA>      Reg
## 271  1731         20       RL          63    9750   Pave  <NA>      IR1
## 272  1732         20       RL           0    8499   Pave  <NA>      IR1
## 273  1733         20       RL           0    9079   Pave  <NA>      IR1
## 274  1734         20       RL           0    9316   Pave  <NA>      IR1
## 275  1735         20       RL           0    7791   Pave  <NA>      IR1
## 276  1736         20       RL          65    7150   Pave  <NA>      Reg
## 277  1737         20       RL           0   15676   Pave  <NA>      IR1
## 278  1738         60       RL           0   11949   Pave  <NA>      Reg
## 279  1739        160       FV          32    2880   Pave  Pave      Reg
## 280  1740        120       FV           0    3830   Pave  Pave      IR1
## 281  1741        120       FV           0    4217   Pave  Pave      IR1
## 282  1742        160       FV          34    2998   Pave  <NA>      Reg
## 283  1743        160       FV          35    3768   Pave  <NA>      Reg
## 284  1744         20       RL           0   14694   Pave  <NA>      IR1
## 285  1745         20       RL         110   15417   Pave  <NA>      Reg
## 286  1746         80       RL          80    9600   Pave  <NA>      Reg
## 287  1747         60       RL           0   12732   Pave  <NA>      IR1
## 288  1748         60       RL          80   10400   Pave  <NA>      Reg
## 289  1749         20       RL          80    9600   Pave  <NA>      Reg
## 290  1750         20       RL          75    9000   Pave  <NA>      Reg
## 291  1751         60       RL           0   13774   Pave  <NA>      IR1
## 292  1752         20       RL          62    7130   Pave  <NA>      Reg
## 293  1753         20       RL          80    9600   Pave  <NA>      Reg
## 294  1754         60       RL          80    9600   Pave  <NA>      Reg
## 295  1755         85       RL           0   16500   Pave  <NA>      Reg
## 296  1756         20       RL          60    7436   Pave  <NA>      Reg
## 297  1757         20       RL          65    8125   Pave  <NA>      Reg
## 298  1758         20       RL           0    9450   Pave  <NA>      IR1
## 299  1759         20       RL           0   13495   Pave  <NA>      IR1
## 300  1760         20       RL          85    9350   Pave  <NA>      Reg
## 301  1761         20       RL         115   10500   Pave  <NA>      IR1
## 302  1762         60       RL           0    8970   Pave  <NA>      IR1
## 303  1763         80       RL          85   11475   Pave  <NA>      Reg
## 304  1764         20       RL          68    9768   Pave  <NA>      Reg
## 305  1765         20       RL          90    9900   Pave  <NA>      Reg
## 306  1766         20       RL          92   10573   Pave  <NA>      IR1
## 307  1767         20       RL          80   14695   Pave  <NA>      IR1
## 308  1768         20       RL          73    8760   Pave  <NA>      Reg
## 309  1769         20       RL           0   12285   Pave  <NA>      IR1
## 310  1770         20       RL          66    9240   Pave  <NA>      IR1
## 311  1771         20       RL          70    8750   Pave  <NA>      Reg
## 312  1772         20       RL          70    8750   Pave  <NA>      Reg
## 313  1773         20       RL          80   10400   Pave  <NA>      Reg
## 314  1774         90       RL          76    9482   Pave  <NA>      Reg
## 315  1775         20       RL          53    8128   Pave  <NA>      IR1
## 316  1776         20       RL          67   13070   Pave  <NA>      Reg
## 317  1777         30       RL          80    8480   Pave  <NA>      Reg
## 318  1778         20       RL          60    7626   Pave  <NA>      Reg
## 319  1779         20       RL          75    9533   Pave  <NA>      Reg
## 320  1780         60       RL          78   11419   Pave  <NA>      Reg
## 321  1781         20       RL          60    9600   Pave  <NA>      Reg
## 322  1782         20       RL          53    5470   Pave  <NA>      Reg
## 323  1783         60       RL          60   10800   Pave  <NA>      Reg
## 324  1784         70       RL          80    8146   Pave  <NA>      Reg
## 325  1785         30       RL          60   10230   Pave  Grvl      Reg
## 326  1786         50       RL          60   10410   Pave  Grvl      Reg
## 327  1787         70       RL          60    7200   Pave  <NA>      Reg
## 328  1788         30       RL          90    5400   Pave  <NA>      Reg
## 329  1789         30       RL          60   10800   Pave  Grvl      Reg
## 330  1790         30       RL          60   10800   Pave  Grvl      Reg
## 331  1791         90       RL          81    9671   Pave  <NA>      Reg
## 332  1792         20       RL          83   10143   Pave  <NA>      Reg
## 333  1793         20       RL          77   11500   Pave  <NA>      IR1
## 334  1794         20       RL          62    8010   Pave  <NA>      Reg
## 335  1795         20       RL          90   10454   Pave  <NA>      IR1
## 336  1796         20       RL          80    9000   Pave  <NA>      IR1
## 337  1797         50       RL          60    8064   Pave  <NA>      Reg
## 338  1798         20       RL          71    7350   Pave  <NA>      Reg
## 339  1799         20       RL          60    7200   Pave  <NA>      Reg
## 340  1800         80       RL          80    8000   Pave  <NA>      Reg
## 341  1801         50       RL          60   10800   Pave  <NA>      Reg
## 342  1802         50       RL          60    8064   Pave  <NA>      Reg
## 343  1803         60       RL          76    7570   Pave  <NA>      Reg
## 344  1804         90       RL          75    8604   Pave  <NA>      IR1
## 345  1805         20       RL          80    7936   Pave  <NA>      Reg
## 346  1806         50       RM          68    4080   Pave  Grvl      Reg
## 347  1807         90       RM          57   10307   Pave  Grvl      Reg
## 348  1808         50       RM          90   15660   Pave  <NA>      Reg
## 349  1809         70       RM          90    9900   Pave  <NA>      Reg
## 350  1810         70       RM          57    6406   Pave  Grvl      Reg
## 351  1811        190       RM          63    7627   Pave  <NA>      Reg
## 352  1812         50       RM          56   10134   Pave  Grvl      Reg
## 353  1813         50       RM          50    6000   Pave  <NA>      Reg
## 354  1814         30       RM          62    7404   Pave  <NA>      Reg
## 355  1815         30       RM          50    5925   Pave  <NA>      Reg
## 356  1816         30       RM          60    8520   Pave  <NA>      Reg
## 357  1817         70       RM          60    9600   Pave  <NA>      Reg
## 358  1818         70       RM          70    8400   Pave  <NA>      Reg
## 359  1819         70       RM          60    3600   Pave  Grvl      Reg
## 360  1820         30  C (all)           0    3300   Pave  <NA>      Reg
## 361  1821         50       RM          60    5400   Pave  <NA>      Reg
## 362  1822         70       RM          60    9720   Pave  Grvl      Reg
## 363  1823         30  C (all)          72    9392   Pave  <NA>      Reg
## 364  1824         30       RL           0    6615   Pave  <NA>      Reg
## 365  1825         70       RL          50    4960   Pave  <NA>      Reg
## 366  1826         50       RM          60    6000   Pave  <NA>      Reg
## 367  1827         30       RM          51    6120   Pave  <NA>      Reg
## 368  1828         50       RM          51    6120   Pave  <NA>      Reg
## 369  1829         30       RM          50    8635   Pave  <NA>      Reg
## 370  1830         70       RM          57    8094   Pave  Grvl      Reg
## 371  1831         70       RM          68    9928   Pave  Grvl      Reg
## 372  1832         90       RM          50    3000   Pave  Grvl      Reg
## 373  1833         70       RM          57    6876   Pave  <NA>      Reg
## 374  1834         70       RM           0    5775   Pave  <NA>      IR2
## 375  1835        190       RM          41    5852   Pave  <NA>      IR3
## 376  1836         50       RM          60    5160   Pave  <NA>      Reg
## 377  1837         85       RM          86    5160   Pave  Grvl      Reg
## 378  1838        190       RM          60   10320   Pave  Grvl      Reg
## 379  1839         20       RL          50    4280   Pave  <NA>      IR1
## 380  1840         90       RL          60   10800   Pave  <NA>      Reg
## 381  1841         90       RL           0   10547   Pave  <NA>      IR1
## 382  1842         50       RL          60    9780   Pave  <NA>      Reg
## 383  1843         20       RL          75   11625   Pave  <NA>      Reg
## 384  1844         85       RL           0    8014   Pave  <NA>      IR1
## 385  1845         80       RL          88   15400   Pave  <NA>      Reg
## 386  1846         80       RL          88   15312   Pave  <NA>      Reg
## 387  1847         80       RL           0   15584   Pave  <NA>      Reg
## 388  1848         20       RL           0    9000   Pave  <NA>      Reg
## 389  1849         20       RL           0   15635   Pave  <NA>      IR1
## 390  1850         20       RL          68    9571   Pave  <NA>      Reg
## 391  1851         60       RL          50    9350   Pave  <NA>      Reg
## 392  1852         20       RL          62    7440   Pave  <NA>      Reg
## 393  1853        120       RL          42    4235   Pave  <NA>      Reg
## 394  1854         80       RL          74   10778   Pave  <NA>      IR1
## 395  1855         80       RL          66   19255   Pave  <NA>      IR1
## 396  1856         60       RL          85   10560   Pave  <NA>      Reg
## 397  1857         70       RL         120   26400   Pave  <NA>      Reg
## 398  1858         90       RL          64    7018   Pave  <NA>      Reg
## 399  1859         90       RL          64    7018   Pave  <NA>      Reg
## 400  1860         90       RL          64    7040   Pave  <NA>      Reg
## 401  1861         90       RL          64    7007   Pave  <NA>      Reg
## 402  1862         90       RL           0   11855   Pave  <NA>      Reg
## 403  1863         90       RL           0    7939   Pave  <NA>      Reg
## 404  1864         90       RL           0    7976   Pave  <NA>      Reg
## 405  1865         20       RL          84   10933   Pave  <NA>      Reg
## 406  1866         20       RL          65   10816   Pave  <NA>      IR1
## 407  1867         20       RL          71    9178   Pave  <NA>      Reg
## 408  1868         20       RL          77   11422   Pave  <NA>      IR1
## 409  1869         20       RL          64    6762   Pave  <NA>      Reg
## 410  1870         20       RL          95   10324   Pave  <NA>      IR1
## 411  1871         20       RL          78   11645   Pave  <NA>      Reg
## 412  1872         60       RL          79   11646   Pave  <NA>      IR1
## 413  1873         60       RL           0   16698   Pave  <NA>      IR1
## 414  1874         20       RL          65    9757   Pave  <NA>      Reg
## 415  1875         20       RL          65   14753   Pave  <NA>      IR2
## 416  1876         60       RL          70    8750   Pave  <NA>      Reg
## 417  1877         20       RL          65   10739   Pave  <NA>      IR1
## 418  1878         20       RL          75   11166   Pave  <NA>      Reg
## 419  1879         20       RL           0   16269   Pave  <NA>      IR1
## 420  1880         20       RL          76    6950   Pave  <NA>      IR1
## 421  1881         20       RL          90   11664   Pave  <NA>      Reg
## 422  1882         60       RL           0   12334   Pave  <NA>      IR1
## 423  1883         60       RL          70    8749   Pave  <NA>      Reg
## 424  1884         60       RL           0   11250   Pave  <NA>      Reg
## 425  1885         20       RL          90   15750   Pave  <NA>      Reg
## 426  1886         20       RL           0   12782   Pave  <NA>      Reg
## 427  1887         20       RL          70    8750   Pave  <NA>      Reg
## 428  1888         20       RL          85   10200   Pave  <NA>      Reg
## 429  1889         60       RL          85   11069   Pave  <NA>      Reg
## 430  1890         20       RL          80   10682   Pave  <NA>      Reg
## 431  1891        180       RM          35    3675   Pave  <NA>      Reg
## 432  1892         20       RL          64    6410   Pave  <NA>      Reg
## 433  1893         20       RL          70   11767   Pave  <NA>      Reg
## 434  1894         90       RL          65   10926   Pave  <NA>      Reg
## 435  1895         20       RL          70   11767   Pave  <NA>      Reg
## 436  1896         50       RL          45    8212   Pave  Grvl      Reg
## 437  1897         50       RH          70    6300   Pave  Pave      Reg
## 438  1898         70       RL          43    5707   Pave  <NA>      Reg
## 439  1899         30       RL          64    8574   Pave  <NA>      Reg
## 440  1900         70       RL          53    7155   Pave  <NA>      Reg
## 441  1901         50       RL          60   13680   Pave  <NA>      Reg
## 442  1902         20       RL          80   14680   Pave  Grvl      IR1
## 443  1903         90       RL           0    8145   Pave  <NA>      IR1
## 444  1904         20       RL          70    9100   Pave  <NA>      Reg
## 445  1905         20       RL          90   13339   Pave  <NA>      IR1
## 446  1906         50       RL          78   15600   Pave  <NA>      Reg
## 447  1907         20       RL         100   17500   Pave  <NA>      Reg
## 448  1908        160       RM          24    1733   Pave  <NA>      Reg
## 449  1909        160       RM          24    1488   Pave  <NA>      Reg
## 450  1910        160       RM          24    1612   Pave  <NA>      Reg
## 451  1911         80       RL           0   13607   Pave  <NA>      IR1
## 452  1912         20       RL           0   17597   Pave  <NA>      Reg
## 453  1913         70       RM          50    8660   Pave  <NA>      Reg
## 454  1914         30  C (all)          60   10200   Pave  Grvl      Reg
## 455  1915        120       RM          44    3843   Pave  <NA>      IR1
## 456  1916         30     <NA>         109   21780   Grvl  <NA>      Reg
## 457  1917         60       RL          75   10125   Pave  <NA>      Reg
## 458  1918         85       RL          75    9750   Pave  <NA>      Reg
## 459  1919         85       RL          72    9360   Pave  <NA>      Reg
## 460  1920         20       RL          82   11070   Pave  <NA>      Reg
## 461  1921         20       RL         113   13438   Pave  <NA>      IR1
## 462  1922         20       RL          79   14463   Pave  <NA>      IR1
## 463  1923         60       RL           0    9839   Pave  <NA>      IR1
## 464  1924         80       RL         125   14419   Pave  <NA>      IR1
## 465  1925         60       RL          75    9157   Pave  <NA>      IR1
## 466  1926         20       RL          85   12633   Pave  <NA>      IR1
## 467  1927         20       RL          75   12518   Pave  <NA>      IR1
## 468  1928         20       RL          83   13383   Pave  <NA>      IR1
## 469  1929         85       RL          50    7689   Pave  <NA>      IR1
## 470  1930         80       RL          62    7706   Pave  <NA>      Reg
## 471  1931         85       RL          70    7669   Pave  <NA>      Reg
## 472  1932         60       RL          62   10429   Pave  <NA>      Reg
## 473  1933         60       RL          70   10457   Pave  <NA>      IR1
## 474  1934         60       RL          72    8702   Pave  <NA>      IR1
## 475  1935         60       RL          65    8139   Pave  <NA>      Reg
## 476  1936         60       RL          59    9535   Pave  <NA>      IR1
## 477  1937         60       RL           0   15038   Pave  <NA>      IR2
## 478  1938         20       RL          53   14137   Pave  <NA>      IR1
## 479  1939        120       RL          45    6264   Pave  <NA>      IR1
## 480  1940        120       RL          39    5070   Pave  <NA>      IR1
## 481  1941         60       RL          73   11184   Pave  <NA>      IR1
## 482  1942         60       RL           0   14067   Pave  <NA>      Reg
## 483  1943        120       RL          65    5950   Pave  <NA>      IR1
## 484  1944         60       RL         101   13543   Pave  <NA>      IR1
## 485  1945         20       RL          53   15401   Pave  <NA>      IR1
## 486  1946         20       RL           0   31220   Pave  <NA>      IR1
## 487  1947        120       RL          60    8118   Pave  <NA>      Reg
## 488  1948         20       RL           0   47280   Pave  <NA>      IR1
## 489  1949         20       RL          63   12680   Pave  <NA>      IR1
## 490  1950         20       RL           0   10825   Pave  <NA>      IR1
## 491  1951         20       RL          56   18559   Pave  <NA>      IR1
## 492  1952         20       RL          85   14450   Pave  <NA>      Reg
## 493  1953         20       RL          90   13068   Pave  <NA>      Reg
## 494  1954         60       RL          80   10400   Pave  <NA>      Reg
## 495  1955         60       RL          75    9743   Pave  <NA>      Reg
## 496  1956         60       RL           0   12511   Pave  <NA>      IR1
## 497  1957         20       RL          80   10400   Pave  <NA>      Reg
## 498  1958         60       RL           0   14311   Pave  <NA>      IR1
## 499  1959         90       RL          60    9000   Pave  <NA>      Reg
## 500  1960         20       RL          68   10295   Pave  <NA>      Reg
## 501  1961         20       RL          63    7560   Pave  <NA>      Reg
## 502  1962        160       RM          21    1680   Pave  <NA>      Reg
## 503  1963        160       RM          21    1890   Pave  <NA>      Reg
## 504  1964        160       RM          21    1680   Pave  <NA>      Reg
## 505  1965        160       RL          24    2308   Pave  <NA>      Reg
## 506  1966        120       RL          24    2529   Pave  <NA>      Reg
## 507  1967         20       RL          98   12704   Pave  <NA>      Reg
## 508  1968         20       RL         105   13693   Pave  <NA>      Reg
## 509  1969         20       RL         104   14418   Pave  <NA>      IR1
## 510  1970         60       RL         108   13418   Pave  <NA>      Reg
## 511  1971         60       RL          96   12539   Pave  <NA>      Reg
## 512  1972         60       RL         102   12151   Pave  <NA>      IR1
## 513  1973         60       RL          74    8899   Pave  <NA>      Reg
## 514  1974         60       RL          85   10574   Pave  <NA>      IR1
## 515  1975         20       RL         106   12720   Pave  <NA>      Reg
## 516  1976         20       RL          92   10845   Pave  <NA>      IR1
## 517  1977         60       RL         130   16900   Pave  <NA>      Reg
## 518  1978         60       RL         112   16451   Pave  <NA>      IR1
## 519  1979        120       RL          58   10110   Pave  <NA>      IR1
## 520  1980        120       RL         135   12304   Pave  <NA>      IR3
## 521  1981        120       RL          89    8232   Pave  <NA>      IR1
## 522  1982        120       RL          48    6240   Pave  <NA>      Reg
## 523  1983        120       RL          48    6240   Pave  <NA>      Reg
## 524  1984        160       RL          36    2448   Pave  <NA>      Reg
## 525  1985        120       RL           0    3940   Pave  <NA>      Reg
## 526  1986        120       RM           0    3940   Pave  <NA>      Reg
## 527  1987         20       RL          53    3710   Pave  <NA>      Reg
## 528  1988         60       RL          80    9024   Pave  <NA>      IR1
## 529  1989         60       RL           0    8010   Pave  <NA>      IR1
## 530  1990         60       RL           0    8396   Pave  <NA>      IR1
## 531  1991        120       RL          55    7301   Pave  <NA>      IR1
## 532  1992         60       RL          71    8220   Pave  <NA>      IR1
## 533  1993         60       RL           0    7750   Pave  <NA>      Reg
## 534  1994         60       RL          41   12460   Pave  <NA>      IR1
## 535  1995         60       RL          77    8390   Pave  <NA>      IR1
## 536  1996         75       RL          84    9660   Pave  <NA>      Reg
## 537  1997         60       RL           0   11000   Pave  <NA>      Reg
## 538  1998         20       RL         136   11675   Pave  <NA>      IR1
## 539  1999         60       RL          97   10990   Pave  <NA>      IR1
## 540  2000         60       RL           0   11929   Pave  <NA>      IR1
## 541  2001         60       RL          91   10010   Pave  <NA>      Reg
## 542  2002         20       RL          74   13253   Pave  <NA>      IR1
## 543  2003         60       RL          73    9801   Pave  <NA>      Reg
## 544  2004         60       RL          80    9428   Pave  <NA>      Reg
## 545  2005         20       RL          87   10037   Pave  <NA>      Reg
## 546  2006         20       FV          72    8640   Pave  <NA>      Reg
## 547  2007         20       FV          85   10625   Pave  <NA>      Reg
## 548  2008         20       FV          62    7500   Pave  Pave      Reg
## 549  2009         60       RL          68   10110   Pave  <NA>      Reg
## 550  2010         60       RL          67   12774   Pave  <NA>      Reg
## 551  2011         20       RL          63   13072   Pave  <NA>      Reg
## 552  2012         20       RL          81    9260   Pave  <NA>      Reg
## 553  2013         60       RL          65    8453   Pave  <NA>      IR1
## 554  2014         60       RL          50    8480   Pave  <NA>      IR1
## 555  2015         60       RL          43   14565   Pave  <NA>      IR2
## 556  2016         60       RL          65    8450   Pave  <NA>      Reg
## 557  2017         60       RL          75    8285   Pave  <NA>      Reg
## 558  2018         20       RL          70    9100   Pave  <NA>      Reg
## 559  2019         20       RL          75    8100   Pave  <NA>      Reg
## 560  2020        190       RL          65    8450   Pave  <NA>      Reg
## 561  2021         20       RL          60    6360   Pave  <NA>      Reg
## 562  2022         20       RL          95   19508   Pave  <NA>      Reg
## 563  2023         50       RL          70   10759   Pave  <NA>      Reg
## 564  2024         60       RL           0    9205   Pave  <NA>      IR1
## 565  2025         60       RL         105   11025   Pave  <NA>      Reg
## 566  2026        120       FV          37    3435   Pave  Pave      IR1
## 567  2027        160       FV          30    3180   Pave  Pave      Reg
## 568  2028        160       FV          30    3180   Pave  Pave      Reg
## 569  2029        160       FV          24    2280   Pave  Pave      Reg
## 570  2030        120       FV           0    4765   Pave  <NA>      IR1
## 571  2031        120       FV           0    4538   Pave  <NA>      IR1
## 572  2032        120       FV          42    4385   Pave  <NA>      IR1
## 573  2033        120       FV          35    4109   Pave  <NA>      IR1
## 574  2034        160       FV          24    2160   Pave  Pave      Reg
## 575  2035         60       FV          79   10646   Pave  <NA>      IR1
## 576  2036        160       FV          24    2645   Pave  Pave      Reg
## 577  2037        160       FV          24    2645   Pave  Pave      Reg
## 578  2038        160       FV          36    3951   Pave  Pave      IR1
## 579  2039        120       RL          22   11064   Pave  <NA>      IR2
## 580  2040         60       RL           0   24572   Pave  <NA>      IR1
## 581  2041         20       RL         103   16280   Pave  <NA>      Reg
## 582  2042         60       FV           0    7500   Pave  <NA>      Reg
## 583  2043         80       RL           0   11104   Pave  <NA>      IR1
## 584  2044         20       RL          85   11050   Pave  <NA>      Reg
## 585  2045         20       RL           0   15387   Pave  <NA>      IR1
## 586  2046         90       RL          75    9750   Pave  <NA>      Reg
## 587  2047         60       RL          73    8814   Pave  <NA>      Reg
## 588  2048         20       RL          65    8125   Pave  <NA>      Reg
## 589  2049         90       RL          72   11072   Pave  <NA>      IR1
## 590  2050         60       RL           0   13355   Pave  <NA>      IR1
## 591  2051         20       RL          74    7785   Pave  <NA>      IR1
## 592  2052         20       RL          90    9900   Pave  <NA>      Reg
## 593  2053         20       RL           0   11332   Pave  <NA>      IR1
## 594  2054         70       RL          50    4882   Pave  <NA>      IR1
## 595  2055         20       RL          80    9600   Pave  <NA>      Reg
## 596  2056         20       RL          80    9600   Pave  <NA>      Reg
## 597  2057         20       RL          63    7584   Pave  <NA>      Reg
## 598  2058         60       RL          90   14670   Pave  <NA>      Reg
## 599  2059         20       RL          74    8856   Pave  <NA>      Reg
## 600  2060         20       RL          82    9840   Pave  <NA>      Reg
## 601  2061         20       RL          90   13200   Pave  <NA>      IR1
## 602  2062         20       RL          75   10425   Pave  <NA>      Reg
## 603  2063         20       RL          60   11556   Pave  <NA>      Reg
## 604  2064         20       RL         102    9373   Pave  <NA>      IR1
## 605  2065         20       RL           0   12774   Pave  <NA>      Reg
## 606  2066         20       RL          95   14250   Pave  <NA>      Reg
## 607  2067         20       RL          71    8838   Pave  <NA>      Reg
## 608  2068         90       RL          76   12436   Pave  <NA>      Reg
## 609  2069         20       RL          60   10122   Pave  <NA>      Reg
## 610  2070         50       RL          45    7506   Pave  <NA>      Reg
## 611  2071         30       RL          60    5400   Pave  <NA>      Reg
## 612  2072         50       RL          60   10836   Pave  Grvl      Reg
## 613  2073         20       RL          78   10180   Pave  <NA>      IR1
## 614  2074         20       RL          76   11355   Pave  <NA>      IR1
## 615  2075         20       RL           0   12929   Pave  <NA>      IR1
## 616  2076         20       RL          60    7200   Pave  <NA>      Reg
## 617  2077         20       RL          80    8000   Pave  <NA>      Reg
## 618  2078         20       RL          80    8000   Pave  <NA>      Reg
## 619  2079         50       RL          60    8064   Pave  <NA>      Reg
## 620  2080         45       RL          64    6390   Pave  <NA>      Reg
## 621  2081         50       RL          60    7200   Pave  <NA>      Reg
## 622  2082         90       RL         113    8513   Pave  <NA>      Reg
## 623  2083         50       RL          60    7200   Pave  <NA>      Reg
## 624  2084         20       RL          60    7200   Pave  <NA>      Reg
## 625  2085         20       RL          69    7590   Pave  <NA>      Reg
## 626  2086         20       RM          56    9836   Pave  Grvl      Reg
## 627  2087         50       RM          57    9184   Pave  Grvl      Reg
## 628  2088         70       RM          80    4800   Pave  Grvl      Reg
## 629  2089         30       RM          60    4800   Pave  <NA>      Reg
## 630  2090         75       RM          60    6000   Pave  <NA>      Reg
## 631  2091        190       RM          63   11426   Pave  Grvl      Reg
## 632  2092         50       RM          63    7628   Pave  <NA>      Reg
## 633  2093         50       RM          81    7308   Pave  <NA>      Reg
## 634  2094         30       RM          60    5400   Pave  <NA>      Reg
## 635  2095        190       RM          60   10800   Pave  Grvl      Reg
## 636  2096         30       RM          60    6756   Pave  <NA>      Reg
## 637  2097         50       RM          44    5914   Pave  Grvl      Reg
## 638  2098         50       RM          75    9000   Pave  <NA>      Reg
## 639  2099         20       RM          62    7311   Pave  <NA>      Reg
## 640  2100         20       RM         103   12205   Pave  <NA>      Reg
## 641  2101        190       RM          69    9142   Pave  <NA>      Reg
## 642  2102         75       RM          53    5350   Pave  <NA>      Reg
## 643  2103         50       RM          69    9143   Pave  Grvl      Reg
## 644  2104        190       RM          60    9600   Pave  Grvl      Reg
## 645  2105         70       RM          60    6000   Pave  Grvl      Reg
## 646  2106         70       RM          60   11340   Pave  <NA>      Reg
## 647  2107         70       RM          60   10800   Pave  <NA>      Reg
## 648  2108         20       RM          65    9750   Pave  <NA>      Reg
## 649  2109         20       RM          52    8516   Pave  <NA>      Reg
## 650  2110         30       RL          55    7111   Pave  <NA>      IR1
## 651  2111         50       RM           0    7425   Pave  <NA>      IR1
## 652  2112         50       RL           0    7010   Pave  <NA>      Reg
## 653  2113         50       RM          50    5000   Pave  <NA>      Reg
## 654  2114         70       RM          59    5870   Pave  <NA>      Reg
## 655  2115         50       RM          50    6000   Pave  <NA>      Reg
## 656  2116         30       RM          50    6000   Pave  <NA>      Reg
## 657  2117         50       RM          50    6000   Pave  <NA>      Reg
## 658  2118         50       RM          50    6000   Pave  <NA>      Reg
## 659  2119         45       RM          50    5000   Pave  <NA>      Reg
## 660  2120         50       RM          60    5520   Pave  <NA>      IR1
## 661  2121         20       RM          99    5940   Pave  <NA>      IR1
## 662  2122         50       RM          52    6240   Pave  <NA>      Reg
## 663  2123         30       RM           0    6120   Pave  <NA>      Reg
## 664  2124         50       RM          52    6240   Pave  <NA>      Reg
## 665  2125         70       RM          51    6120   Pave  <NA>      Reg
## 666  2126         50       RL          60    9144   Pave  Pave      Reg
## 667  2127         60       RM          57    8094   Pave  Grvl      Reg
## 668  2128         50       RM          63    4347   Pave  <NA>      Reg
## 669  2129         30       RM           0    6291   Grvl  <NA>      IR1
## 670  2130         70       RM          60   10266   Pave  <NA>      Reg
## 671  2131         50       RM          60    6876   Pave  <NA>      Reg
## 672  2132         50       RM           0   10320   Pave  Grvl      Reg
## 673  2133         30       RM          60    7200   Pave  <NA>      Reg
## 674  2134         50       RM          62    7006   Pave  <NA>      Reg
## 675  2135         30       RM          60   10320   Pave  <NA>      Reg
## 676  2136        190       RM          60   10320   Pave  Grvl      Reg
## 677  2137         20       RL          82    9488   Pave  <NA>      Reg
## 678  2138         85       RL           0   11235   Pave  <NA>      Reg
## 679  2139         80       RL          80   13014   Pave  <NA>      Reg
## 680  2140         20       RL          68   10265   Pave  <NA>      IR1
## 681  2141         85       RL           0    7703   Pave  <NA>      IR1
## 682  2142         20       RL           0    9981   Pave  <NA>      IR1
## 683  2143         85       RL           0    7400   Pave  <NA>      IR1
## 684  2144        190       RL          60   12900   Pave  <NA>      Reg
## 685  2145         20       RL          94    9239   Pave  <NA>      Reg
## 686  2146         20       RL          88   14175   Pave  <NA>      Reg
## 687  2147        190       RL           0   10532   Pave  <NA>      Reg
## 688  2148         50       RL          63    8375   Pave  <NA>      Reg
## 689  2149         80       RL           0   10200   Pave  <NA>      Reg
## 690  2150         20       RL          82   20270   Pave  <NA>      IR1
## 691  2151         50       RL          50    5190   Pave  <NA>      Reg
## 692  2152         30       RL          85   19550   Pave  <NA>      Reg
## 693  2153         20       RL          68    9571   Pave  <NA>      Reg
## 694  2154         90       RL          50    9350   Pave  <NA>      Reg
## 695  2155         60       RL          50    9360   Pave  <NA>      Reg
## 696  2156         60       RL           0    9771   Pave  <NA>      IR3
## 697  2157         20       RL          80    9938   Pave  <NA>      Reg
## 698  2158         60       RL           0   14171   Pave  <NA>      IR2
## 699  2159         80       RL          85   10541   Pave  <NA>      IR1
## 700  2160         60       RL          65   10616   Pave  <NA>      IR1
## 701  2161         20       RL          65    9345   Pave  <NA>      IR1
## 702  2162         20       RL          91   11778   Pave  <NA>      Reg
## 703  2163         20       RL          91   11778   Pave  <NA>      Reg
## 704  2164         80       RL           0   11454   Pave  <NA>      IR2
## 705  2165         20       RL           0   11500   Pave  <NA>      IR1
## 706  2166         20       RL          65    9750   Pave  <NA>      Reg
## 707  2167         20       RL           0    8696   Pave  <NA>      IR1
## 708  2168         60       RL           0   13142   Pave  <NA>      IR1
## 709  2169         60       RL          68    8998   Pave  <NA>      IR1
## 710  2170         60       RL          75   12192   Pave  <NA>      IR1
## 711  2171         20       RL           0   12250   Pave  <NA>      IR1
## 712  2172         20       RL           0    9216   Pave  <NA>      IR1
## 713  2173         20       RL          40   14330   Pave  <NA>      IR1
## 714  2174         60       RL           0   10400   Pave  <NA>      Reg
## 715  2175         60       RL           0    9720   Pave  <NA>      IR1
## 716  2176         20       RL           0   14860   Pave  <NA>      IR2
## 717  2177         60       RL          41   10905   Pave  <NA>      IR2
## 718  2178         60       RL          96   11690   Pave  <NA>      IR1
## 719  2179        120       RM           0    4426   Pave  <NA>      Reg
## 720  2180         90       RM          83   10126   Pave  <NA>      Reg
## 721  2181         20       RL          75    9750   Pave  <NA>      Reg
## 722  2182         20       RL          85   11058   Pave  <NA>      Reg
## 723  2183         20       RL          74    9627   Pave  <NA>      Reg
## 724  2184         20       RL          75    9825   Pave  <NA>      Reg
## 725  2185         85       RL          64   12102   Pave  <NA>      Reg
## 726  2186         20       RL          65    6500   Pave  <NA>      Reg
## 727  2187         80       RL           0    9638   Pave  <NA>      IR1
## 728  2188         60       RL          72    7200   Pave  <NA>      Reg
## 729  2189         20       RL         123   47007   Pave  <NA>      IR1
## 730  2190         90       RL          65    6012   Pave  <NA>      Reg
## 731  2191         90       RL          74    6845   Pave  <NA>      Reg
## 732  2192        190       RL          56    6931   Pave  <NA>      Reg
## 733  2193         50       RL          60   12180   Pave  <NA>      Reg
## 734  2194         50       RL          57    8050   Pave  <NA>      Reg
## 735  2195         20       RL          68    9520   Pave  <NA>      Reg
## 736  2196         80       RL          62    7692   Pave  <NA>      Reg
## 737  2197         30       RL          67    5142   Pave  <NA>      Reg
## 738  2198         30       RL          60    7290   Pave  <NA>      Reg
## 739  2199         90       RL          64    7804   Pave  <NA>      Reg
## 740  2200         70       RL          66    8969   Pave  <NA>      Reg
## 741  2201         50       RL          63   15564   Pave  <NA>      Reg
## 742  2202         70       RL          54    7609   Pave  <NA>      Reg
## 743  2203         70       RL           0    9650   Pave  <NA>      IR1
## 744  2204         50       RL           0   11700   Pave  Grvl      IR1
## 745  2205         50       RL           0    9260   Pave  Grvl      IR1
## 746  2206         20       RL          79    7801   Pave  <NA>      IR1
## 747  2207         70       RL         100    9670   Pave  <NA>      IR1
## 748  2208         50       RL          70   12392   Pave  <NA>      Reg
## 749  2209         20       RL          56   26073   Pave  <NA>      IR1
## 750  2210        160       RM          24    1879   Pave  <NA>      Reg
## 751  2211         30       RM          50    7000   Pave  <NA>      Reg
## 752  2212         50       RM          60    6000   Pave  <NA>      Reg
## 753  2213         50       RM          58    8155   Pave  <NA>      Reg
## 754  2214         80       RM          75    6000   Pave  <NA>      Reg
## 755  2215         30       RM          60    7392   Pave  <NA>      Reg
## 756  2216         50       RM          75    9000   Pave  <NA>      Reg
## 757  2217         20     <NA>          80   14584   Pave  <NA>      Reg
## 758  2218         70  C (all)          60    5280   Pave  <NA>      Reg
## 759  2219         50  C (all)          52    5150   Pave  <NA>      Reg
## 760  2220         70  C (all)          60    9000   Grvl  <NA>      Reg
## 761  2221        120       RM          44    3843   Pave  <NA>      IR1
## 762  2222        120       RM          44    3811   Pave  <NA>      IR1
## 763  2223         20       RL           0   23730   Pave  <NA>      IR2
## 764  2224         60       RL           0   11050   Pave  <NA>      Reg
## 765  2225         90       RL          76   10260   Pave  <NA>      Reg
## 766  2226         20       RL          74    9990   Pave  <NA>      Reg
## 767  2227        120       RL          42    4084   Pave  <NA>      IR1
## 768  2228         20       RL          74   11563   Pave  <NA>      IR1
## 769  2229         60       RL         107   12852   Pave  <NA>      IR1
## 770  2230         80       RL          73    9802   Pave  <NA>      Reg
## 771  2231         60       RL          81   12018   Pave  <NA>      IR1
## 772  2232         20       RL          75   12890   Pave  <NA>      IR1
## 773  2233         20       RL          93   18265   Pave  <NA>      Reg
## 774  2234         20       RL          82   11202   Pave  <NA>      IR1
## 775  2235         20       RL           0    7915   Pave  <NA>      IR1
## 776  2236         20       RL          79   11449   Pave  <NA>      IR1
## 777  2237         20       RL          85   11447   Pave  <NA>      IR1
## 778  2238         90       RM          97    8940   Pave  <NA>      IR1
## 779  2239         20       RL          77    9278   Pave  <NA>      Reg
## 780  2240        120       RM          32    4500   Pave  <NA>      Reg
## 781  2241         85       RL         150   14137   Pave  <NA>      Reg
## 782  2242        120       RM           0    4224   Pave  <NA>      Reg
## 783  2243        160       RM          41    2665   Pave  <NA>      Reg
## 784  2244        180       RM          21    1974   Pave  <NA>      Reg
## 785  2245        180       RM          21    1596   Pave  <NA>      Reg
## 786  2246         20       RL           0   17979   Pave  <NA>      IR1
## 787  2247        160       RM          21    1477   Pave  <NA>      Reg
## 788  2248         20       RL          59    6490   Pave  <NA>      Reg
## 789  2249         20       RL          60    6600   Pave  <NA>      Reg
## 790  2250         20       RL          74   12395   Pave  <NA>      Reg
## 791  2251         70     <NA>           0   56600   Pave  <NA>      IR1
## 792  2252         20       RL          85   10667   Pave  <NA>      Reg
## 793  2253         80       RL          56    8872   Pave  <NA>      IR1
## 794  2254         80       RL           0   10147   Pave  <NA>      IR1
## 795  2255         60       RL           0    8637   Pave  <NA>      IR1
## 796  2256         60       RL          63    7875   Pave  <NA>      Reg
## 797  2257         60       RL          60    7500   Pave  <NA>      Reg
## 798  2258         20       RL           0    9556   Pave  <NA>      IR1
## 799  2259         60       RL           0    7655   Pave  <NA>      IR1
## 800  2260         20       RL         160   18160   Grvl  <NA>      Reg
## 801  2261        120       RL          38    4740   Pave  <NA>      IR1
## 802  2262        120       RL          35    5118   Pave  <NA>      IR1
## 803  2263         60       RL          98   12328   Pave  <NA>      IR1
## 804  2264         20       RL          52   51974   Pave  <NA>      IR1
## 805  2265        190       RL         195   41600   Pave  <NA>      IR1
## 806  2266        120       RL          61    8035   Pave  <NA>      IR1
## 807  2267         20       RL          85   14082   Pave  <NA>      IR1
## 808  2268         20       RL          81   13870   Pave  <NA>      IR1
## 809  2269         20       RL           0   10960   Pave  <NA>      IR1
## 810  2270         60       RL          78   12090   Pave  <NA>      Reg
## 811  2271         20       RL          93   12299   Pave  <NA>      Reg
## 812  2272         60       RL          61   11339   Pave  <NA>      IR1
## 813  2273         20       RL          79   11850   Pave  <NA>      Reg
## 814  2274         20       RL          80   10400   Pave  <NA>      Reg
## 815  2275         20       RL         128   13001   Pave  <NA>      IR1
## 816  2276         80       RL          64    8991   Pave  <NA>      IR1
## 817  2277         60       RL          80    8000   Pave  <NA>      Reg
## 818  2278         20       RL          63    9457   Pave  <NA>      Reg
## 819  2279         20       RL          66    7920   Pave  <NA>      Reg
## 820  2280         20       RL           0   17199   Pave  <NA>      Reg
## 821  2281        120       RH          33    4113   Pave  <NA>      IR1
## 822  2282        120       RH          26   10943   Pave  <NA>      IR2
## 823  2283        160       RM          21    2205   Pave  <NA>      Reg
## 824  2284        160       RM          21    2058   Pave  <NA>      Reg
## 825  2285        120       RL          24    2304   Pave  <NA>      Reg
## 826  2286         20       RL          65    7150   Pave  <NA>      Reg
## 827  2287         20       RL          96   12469   Pave  <NA>      Reg
## 828  2288         20       RL          91   11825   Pave  <NA>      Reg
## 829  2289         20       RL         110   14333   Pave  <NA>      Reg
## 830  2290         60       RL         107   13641   Pave  <NA>      Reg
## 831  2291         60       RL         110   13440   Pave  <NA>      Reg
## 832  2292         20       RL         105   15431   Pave  <NA>      Reg
## 833  2293         20       RL         107   13891   Pave  <NA>      Reg
## 834  2294         60       RL         118   13654   Pave  <NA>      IR1
## 835  2295         20       RL          59   17169   Pave  <NA>      IR2
## 836  2296         60       RL         134   16659   Pave  <NA>      IR1
## 837  2297         60       RL          82    9709   Pave  <NA>      IR1
## 838  2298         20       RL          94   13615   Pave  <NA>      IR1
## 839  2299         60       RL          99   13069   Pave  <NA>      IR1
## 840  2300         60       RL         110   14277   Pave  <NA>      Reg
## 841  2301         60       RL           0   12568   Pave  <NA>      Reg
## 842  2302         20       RL          70    9926   Pave  <NA>      IR1
## 843  2303         20       RL          71    9254   Pave  <NA>      IR1
## 844  2304         60       RL          92   10732   Pave  <NA>      IR1
## 845  2305        120       RL          34    3901   Pave  <NA>      Reg
## 846  2306        120       RL          34    3903   Pave  <NA>      Reg
## 847  2307        120       RL          41    6289   Pave  <NA>      IR1
## 848  2308        120       RL          34    4590   Pave  <NA>      Reg
## 849  2309        120       RL          48    7841   Pave  <NA>      IR1
## 850  2310        120       RL          48    6240   Pave  <NA>      Reg
## 851  2311        120       RL          48    3242   Pave  <NA>      Reg
## 852  2312         60       RL          59   15810   Pave  <NA>      IR1
## 853  2313         60       RL          65   10237   Pave  <NA>      Reg
## 854  2314         60       RL          58   13204   Pave  <NA>      IR1
## 855  2315         60       RL          62    8857   Pave  <NA>      IR1
## 856  2316         60       RL          63    9729   Pave  <NA>      IR1
## 857  2317         20       RL          88   12216   Pave  <NA>      IR1
## 858  2318         60       RL          72    8229   Pave  <NA>      IR1
## 859  2319         60       RL          64    7713   Pave  <NA>      Reg
## 860  2320         20       RL          64    7697   Pave  <NA>      Reg
## 861  2321        120       RL           0    3621   Pave  <NA>      Reg
## 862  2322         20       RL          53    3710   Pave  <NA>      Reg
## 863  2323         80       RL          65   16219   Pave  <NA>      IR2
## 864  2324         80       RL          87   11084   Pave  <NA>      IR1
## 865  2325         20       RL          59   10936   Pave  <NA>      IR1
## 866  2326         80       RL           0   11950   Pave  <NA>      IR1
## 867  2327         60       RL          63    7875   Pave  <NA>      Reg
## 868  2328         60       RL           0    8740   Pave  <NA>      IR1
## 869  2329         60       RL          58    9487   Pave  <NA>      IR1
## 870  2330         60       RL          59    9649   Pave  <NA>      IR1
## 871  2331         60       RL         100   12191   Pave  <NA>      IR1
## 872  2332         60       RL          89   10557   Pave  <NA>      IR1
## 873  2333         60       RL          74   11002   Pave  <NA>      IR1
## 874  2334         60       RL          83   10790   Pave  <NA>      Reg
## 875  2335         60       RL          88   11762   Pave  <NA>      Reg
## 876  2336         60       RL          82    9044   Pave  <NA>      IR1
## 877  2337         20       RL          75    9910   Pave  <NA>      Reg
## 878  2338         20       RL          91   11830   Pave  <NA>      Reg
## 879  2339         20       RL          76   10612   Pave  <NA>      Reg
## 880  2340         20       RL          98   12291   Pave  <NA>      IR1
## 881  2341         20       RL          85    9965   Pave  <NA>      Reg
## 882  2342         20       RL          74    8847   Pave  <NA>      Reg
## 883  2343         20       RL          70    8251   Pave  <NA>      Reg
## 884  2344         60       RL          70    9605   Pave  <NA>      Reg
## 885  2345         60       RL          75    8778   Pave  <NA>      Reg
## 886  2346         20       FV          72    8640   Pave  <NA>      Reg
## 887  2347         20       FV          75    9000   Pave  <NA>      Reg
## 888  2348         60       FV          72    8640   Pave  <NA>      Reg
## 889  2349         60       FV          81   10411   Pave  <NA>      Reg
## 890  2350         60       FV         112   12217   Pave  <NA>      IR1
## 891  2351         20       FV          84   10440   Pave  <NA>      Reg
## 892  2352         20       FV         100   11824   Pave  <NA>      IR1
## 893  2353         60       FV          85   10625   Pave  <NA>      Reg
## 894  2354         20       RL          63    7500   Pave  <NA>      Reg
## 895  2355         20       RL          63    7500   Pave  <NA>      Reg
## 896  2356         20       RL          60   12450   Pave  <NA>      Reg
## 897  2357         20       RL          65    7441   Pave  <NA>      IR1
## 898  2358         60       RL           0   11613   Pave  <NA>      IR2
## 899  2359        160       RL          50    8012   Pave  <NA>      Reg
## 900  2360         20       RL          64    6285   Pave  <NA>      Reg
## 901  2361         20       RL          84    7476   Pave  <NA>      Reg
## 902  2362         60       RL           0   19522   Pave  <NA>      IR1
## 903  2363         20       RL          44   10751   Pave  <NA>      IR1
## 904  2364         20       RL          43   12712   Pave  <NA>      IR1
## 905  2365        120       FV          45    4379   Pave  <NA>      IR1
## 906  2366        120       FV          80    3523   Pave  Pave      IR1
## 907  2367        120       FV          32    3784   Pave  Pave      IR1
## 908  2368        120       FV          40    3606   Pave  Pave      Reg
## 909  2369        120       FV          30    5330   Pave  Pave      IR2
## 910  2370        160       FV          24    2280   Pave  Pave      Reg
## 911  2371        160       FV          24    2117   Pave  <NA>      Reg
## 912  2372         20       FV          73    7321   Pave  Pave      IR1
## 913  2373         60       FV           0    8010   Pave  Pave      IR1
## 914  2374         60       FV         106    8413   Pave  <NA>      IR1
## 915  2375        120       RL          50    9466   Pave  <NA>      IR2
## 916  2376         20       RL          80   12000   Pave  <NA>      Reg
## 917  2377         20       RL          94   17778   Pave  <NA>      IR1
## 918  2378         20       RL          78   11700   Pave  <NA>      Reg
## 919  2379         60       RL          80    8000   Pave  <NA>      Reg
## 920  2380         85       RL           0    8723   Pave  <NA>      IR1
## 921  2381         20       RL         130   11700   Pave  <NA>      Reg
## 922  2382         20       RL         108   11358   Pave  <NA>      IR1
## 923  2383         20       RL          80    9547   Pave  <NA>      Reg
## 924  2384         60       RL          78   10530   Pave  <NA>      Reg
## 925  2385         20       RL          88   10738   Pave  <NA>      IR1
## 926  2386         20       RL          80   10800   Pave  <NA>      Reg
## 927  2387         20       RL          70    8050   Pave  <NA>      Reg
## 928  2388         90       RL           0   10899   Pave  <NA>      IR1
## 929  2389         20       RL          74    7450   Pave  <NA>      IR1
## 930  2390         20       RL           0   14357   Pave  <NA>      IR1
## 931  2391         20       RL          76    8243   Pave  <NA>      IR1
## 932  2392         20       RL          70    8680   Pave  <NA>      Reg
## 933  2393         20       RL          80    8800   Pave  <NA>      Reg
## 934  2394         80       RL          80    9200   Pave  <NA>      Reg
## 935  2395         60       RL          80    8800   Pave  <NA>      Reg
## 936  2396         20       RL           0   11382   Pave  <NA>      IR1
## 937  2397         20       RL           0   22002   Pave  <NA>      Reg
## 938  2398         45       RL          85   12172   Pave  <NA>      Reg
## 939  2399         20       RL          50    5000   Pave  <NA>      Reg
## 940  2400         50       RL          51    3500   Pave  <NA>      Reg
## 941  2401         20       RL          50    5175   Pave  <NA>      Reg
## 942  2402         20       RL          80    9600   Pave  <NA>      Reg
## 943  2403         90       RL          63    8668   Pave  <NA>      Reg
## 944  2404         85       RL           0   10050   Pave  <NA>      IR1
## 945  2405         80       RL         100    9600   Pave  <NA>      IR1
## 946  2406         20       RL          73    8760   Pave  <NA>      Reg
## 947  2407         20       RL          65    6860   Pave  <NA>      IR1
## 948  2408         20       RL          60    8250   Pave  <NA>      Reg
## 949  2409         20       RL          70    9100   Pave  <NA>      Reg
## 950  2410         20       RL          80    9736   Pave  <NA>      Reg
## 951  2411         20       RL          72    9770   Pave  <NA>      Reg
## 952  2412         20       RL          70   12198   Pave  <NA>      IR1
## 953  2413         20       RL          75   10050   Pave  <NA>      Reg
## 954  2414         20       RL          60   11556   Pave  <NA>      Reg
## 955  2415         90       RL          70    8078   Pave  <NA>      Reg
## 956  2416         20       RL          60   10950   Pave  <NA>      Reg
## 957  2417         20       RL          68    7942   Pave  <NA>      Reg
## 958  2418         20       RL          71    8540   Pave  <NA>      Reg
## 959  2419         50       RL          55    7150   Pave  <NA>      Reg
## 960  2420         20       RL          70    8400   Pave  <NA>      Reg
## 961  2421         20       RL          75    9532   Pave  <NA>      Reg
## 962  2422         20       RL           0   15783   Pave  <NA>      Reg
## 963  2423         50       RL          60   14190   Pave  <NA>      Reg
## 964  2424         50       RL           0   12099   Pave  <NA>      IR1
## 965  2425         70       RL         113   21281   Pave  <NA>      Reg
## 966  2426         50       RL          60   10284   Pave  <NA>      Reg
## 967  2427         70       RL          60   10800   Pave  Grvl      Reg
## 968  2428         80       RL          93   10090   Pave  <NA>      IR1
## 969  2429         20       RL          75    8700   Pave  <NA>      IR1
## 970  2430         20       RL          66    8300   Pave  <NA>      IR1
## 971  2431         20       RL          60    7200   Pave  <NA>      Reg
## 972  2432         20       RL           0    7500   Pave  <NA>      Reg
## 973  2433         20       RL          70    7315   Pave  <NA>      Reg
## 974  2434         20       RL          70    7903   Pave  <NA>      Reg
## 975  2435         20       RL          80    8000   Pave  <NA>      Reg
## 976  2436         20       RL          70    7000   Pave  <NA>      Reg
## 977  2437         20       RL          60    6600   Pave  <NA>      Reg
## 978  2438         85       RL          66    6760   Pave  <NA>      Reg
## 979  2439         30       RM          60    6978   Pave  <NA>      Reg
## 980  2440         50       RM          50    6000   Pave  Grvl      Reg
## 981  2441         30       RM          56    4480   Pave  <NA>      Reg
## 982  2442         30       RM          56    3153   Pave  Grvl      Reg
## 983  2443         30       RM          60    7200   Pave  <NA>      Reg
## 984  2444         50       RM         120    9000   Pave  <NA>      Reg
## 985  2445         50       RM          50    5925   Pave  <NA>      Reg
## 986  2446         70       RM          57    9639   Pave  <NA>      Reg
## 987  2447         70       RM           0   10337   Pave  Pave      IR1
## 988  2448         70       RM          53    9863   Pave  Pave      Reg
## 989  2449         70       RM          35    4571   Pave  Grvl      Reg
## 990  2450         50       RM          56    8398   Pave  Grvl      Reg
## 991  2451         70       RM          60    3600   Pave  Grvl      Reg
## 992  2452         75       RM          75   13500   Pave  Grvl      Reg
## 993  2453         20       RM          52    8626   Pave  <NA>      Reg
## 994  2454         80       RM          76   11800   Pave  <NA>      Reg
## 995  2455         40       RL          55    6854   Pave  <NA>      Reg
## 996  2456         50       RM          55    8674   Pave  <NA>      Reg
## 997  2457         50       RM          50    6125   Pave  <NA>      Reg
## 998  2458         70       RM          50    6000   Pave  <NA>      Reg
## 999  2459         45       RM          51    6120   Pave  <NA>      Reg
## 1000 2460         50       RM           0    6240   Pave  <NA>      Reg
## 1001 2461         50       RM          52    6240   Pave  <NA>      Reg
## 1002 2462         50       RM          52    6240   Pave  <NA>      Reg
## 1003 2463         50       RM          51    6120   Pave  <NA>      Reg
## 1004 2464         70       RM          47    7755   Pave  <NA>      Reg
## 1005 2465         50       RL          60    8850   Pave  Pave      Reg
## 1006 2466         50       RL          60    8550   Pave  <NA>      Reg
## 1007 2467         70       RM           0    5700   Pave  <NA>      IR1
## 1008 2468         45       RM          40    5680   Pave  Grvl      Reg
## 1009 2469         50       RM          40    5680   Pave  Grvl      Reg
## 1010 2470         80       RM         120   13200   Pave  <NA>      Reg
## 1011 2471         60       RM          60    9780   Pave  Grvl      Reg
## 1012 2472         50       RM          60   10320   Pave  Grvl      Reg
## 1013 2473        190       RM          52    4330   Pave  Grvl      Reg
## 1014 2474         50       RM          60   10320   Pave  Grvl      Reg
## 1015 2475         70       RL         107   12888   Pave  <NA>      Reg
## 1016 2476        190       RL          59    4484   Pave  <NA>      IR1
## 1017 2477        190       RL          75   11235   Pave  <NA>      Reg
## 1018 2478         85       RL          75   11235   Pave  <NA>      Reg
## 1019 2479         20       RL          62   14299   Pave  <NA>      Reg
## 1020 2480         80       RL          65   14149   Pave  <NA>      IR1
## 1021 2481         20       RL           0   11677   Pave  <NA>      IR1
## 1022 2482        190       RL          70    8425   Pave  <NA>      Reg
## 1023 2483         20       RL          86    8665   Pave  <NA>      IR1
## 1024 2484         20       RL           0    8398   Pave  <NA>      IR1
## 1025 2485         20       RL           0    8169   Pave  <NA>      Reg
## 1026 2486         20       RL          81   14175   Pave  <NA>      Reg
## 1027 2487         60       RL          99   16779   Pave  <NA>      Reg
## 1028 2488         50       RL          70    6960   Pave  <NA>      Reg
## 1029 2489         20       RL          91   11375   Pave  <NA>      Reg
## 1030 2490         20       RL          85   13770   Pave  <NA>      Reg
## 1031 2491         20       RL           0    9000   Pave  <NA>      Reg
## 1032 2492         20       RL           0   11075   Pave  <NA>      Reg
## 1033 2493         20       RL           0   17541   Pave  <NA>      IR1
## 1034 2494         20       RL           0   22692   Pave  <NA>      IR1
## 1035 2495         20       RL          84   17808   Pave  <NA>      Reg
## 1036 2496         20       RL         102   12671   Pave  <NA>      IR1
## 1037 2497         50       RL          70   10512   Pave  <NA>      Reg
## 1038 2498         20       RL          60    5400   Pave  <NA>      Reg
## 1039 2499         30       RL           0   11515   Pave  <NA>      IR1
## 1040 2500        120       RL          39    3869   Pave  <NA>      Reg
## 1041 2501         20       RL          58    9280   Pave  <NA>      Reg
## 1042 2502         50       RL          60   11100   Pave  <NA>      Reg
## 1043 2503         50       RL          50    7550   Pave  <NA>      Reg
## 1044 2504         50       RL         104   23920   Pave  <NA>      Reg
## 1045 2505         60       RL          75    9317   Pave  <NA>      Reg
## 1046 2506         20       RL          71    9178   Pave  <NA>      Reg
## 1047 2507         20       RL          93   10481   Pave  <NA>      IR1
## 1048 2508         20       RL          66   10235   Pave  <NA>      IR1
## 1049 2509         20       RL          75   11750   Pave  <NA>      IR1
## 1050 2510         20       RL          73    8760   Pave  <NA>      Reg
## 1051 2511         20       RL          64    7242   Pave  <NA>      Reg
## 1052 2512         60       RL          78    9316   Pave  <NA>      Reg
## 1053 2513         60       RL           0    8883   Pave  <NA>      IR1
## 1054 2514         20       RL         155   20064   Pave  <NA>      IR1
## 1055 2515         20       RL           0   14217   Pave  <NA>      IR2
## 1056 2516         60       RL          57   10021   Pave  <NA>      IR1
## 1057 2517         20       RL          60    8428   Pave  <NA>      IR2
## 1058 2518         20       RL          70   16561   Pave  <NA>      IR2
## 1059 2519         60       RL          47   10820   Pave  <NA>      IR2
## 1060 2520         60       RL          43   12352   Pave  <NA>      IR2
## 1061 2521         60       RL          68    9543   Pave  <NA>      IR1
## 1062 2522         60       RL           0    8826   Pave  <NA>      Reg
## 1063 2523         20       RL          97   11800   Pave  <NA>      IR1
## 1064 2524         80       RL          59    8660   Pave  <NA>      IR1
## 1065 2525         80       RL          72    9720   Pave  <NA>      Reg
## 1066 2526         20       RL          45    8982   Pave  <NA>      IR1
## 1067 2527         20       RL          39   16300   Pave  <NA>      IR1
## 1068 2528         20       RL          75    9675   Pave  <NA>      Reg
## 1069 2529         20       RL          60    7200   Pave  <NA>      Reg
## 1070 2530         20       RL          60    7200   Pave  <NA>      Reg
## 1071 2531         20       RL           0   11354   Pave  <NA>      Reg
## 1072 2532         60       RL          70    8749   Pave  <NA>      Reg
## 1073 2533         60       RL          65    8158   Pave  <NA>      Reg
## 1074 2534         20       RL          73   11927   Pave  <NA>      Reg
## 1075 2535         60       RL           0   12728   Pave  <NA>      Reg
## 1076 2536         60       RL           0   15295   Pave  <NA>      IR3
## 1077 2537         20       RL          73   17227   Pave  <NA>      IR2
## 1078 2538         60       RL          70    8145   Pave  <NA>      IR1
## 1079 2539         20       RL          65    8769   Pave  <NA>      Reg
## 1080 2540         20       RL          64    8334   Pave  <NA>      Reg
## 1081 2541         60       RL          64    8333   Pave  <NA>      Reg
## 1082 2542         60       RL          64    9045   Pave  <NA>      IR1
## 1083 2543         85       RL          75    9825   Pave  <NA>      Reg
## 1084 2544         20       RL          67    8308   Pave  <NA>      Reg
## 1085 2545         50       RL          74   16287   Pave  <NA>      Reg
## 1086 2546         20       RL          80    8240   Pave  <NA>      Reg
## 1087 2547         80       RL          65    6285   Pave  <NA>      Reg
## 1088 2548         90       RL           0    9555   Pave  <NA>      IR1
## 1089 2549         60       RL          60    7023   Pave  <NA>      Reg
## 1090 2551        180       RM          35    3675   Pave  <NA>      Reg
## 1091 2552         20       RL          64    6400   Pave  <NA>      Reg
## 1092 2553         90       RL          74    6882   Pave  <NA>      Reg
## 1093 2554         90       RL          52    8741   Pave  <NA>      Reg
## 1094 2555         40       RL          62   10042   Pave  <NA>      Reg
## 1095 2556         20       RL          60    8172   Pave  <NA>      Reg
## 1096 2557         20       RL          60    8172   Pave  <NA>      Reg
## 1097 2558         90       RL          60   10890   Pave  <NA>      Reg
## 1098 2559         30       RL          54    7223   Pave  <NA>      Reg
## 1099 2560         50       RL          51    6821   Pave  <NA>      Reg
## 1100 2561         70       RL          63    4000   Pave  <NA>      Reg
## 1101 2562         70       RL          53    6720   Pave  <NA>      Reg
## 1102 2563         70       RL          53    7155   Pave  <NA>      Reg
## 1103 2564         70       RL          60    7230   Pave  <NA>      Reg
## 1104 2565         20       RL         126   13108   Pave  <NA>      IR2
## 1105 2566         50       RL         110    7810   Pave  <NA>      IR1
## 1106 2567        190       RL          79    6221   Pave  <NA>      IR1
## 1107 2568         20       RL           0   25485   Pave  <NA>      IR1
## 1108 2569         20       RL           0   21579   Pave  <NA>      IR1
## 1109 2570        160       RM          24    1782   Pave  <NA>      Reg
## 1110 2571         20       RL           0   17871   Pave  <NA>      IR2
## 1111 2572        120       RM          35    3907   Pave  <NA>      IR1
## 1112 2573         20       RL           0   20693   Pave  <NA>      IR1
## 1113 2574         20       RL          70   18044   Pave  <NA>      IR1
## 1114 2575         50       RM          50    7000   Pave  <NA>      Reg
## 1115 2576         50       RM          50    7288   Pave  <NA>      Reg
## 1116 2577         70       RM          50    9060   Pave  <NA>      Reg
## 1117 2578         30       RM          46    3672   Pave  <NA>      Reg
## 1118 2579         50       RM          64   11067   Pave  <NA>      Reg
## 1119 2580        190  C (all)          75    8250   Pave  <NA>      Reg
## 1120 2581         20  C (all)          65    6565   Pave  <NA>      Reg
## 1121 2582         30  C (all)          60    6060   Pave  <NA>      Reg
## 1122 2583        120       RM          59    5568   Pave  <NA>      IR1
## 1123 2584         85       RL           0   12150   Pave  <NA>      IR1
## 1124 2585         20       RL          80   10000   Pave  <NA>      Reg
## 1125 2586         20       RL          44   12864   Pave  <NA>      IR1
## 1126 2587         20       RL           0    9928   Pave  <NA>      IR1
## 1127 2588         80       RL           0    8750   Pave  <NA>      IR1
## 1128 2589         85       RL          82    8410   Pave  <NA>      IR1
## 1129 2590        120       RL          46    4054   Pave  <NA>      IR1
## 1130 2591         20       RL         149   19958   Pave  <NA>      Reg
## 1131 2592         20       RL          67    8368   Pave  <NA>      IR1
## 1132 2593         20       RL          68    8298   Pave  <NA>      IR1
## 1133 2594         20       RL          42   10331   Pave  <NA>      Reg
## 1134 2595         20       RL           0    6718   Pave  <NA>      IR1
## 1135 2596         20       RL          80   11305   Pave  <NA>      Reg
## 1136 2597         20       RL           0    7777   Pave  <NA>      IR1
## 1137 2598         60       RL           0   11800   Pave  <NA>      IR1
## 1138 2599         20       RL          85   12633   Pave  <NA>      IR1
## 1139 2600         20       RL         200   43500   Pave  <NA>      Reg
## 1140 2601        120       RM          62    6710   Pave  <NA>      IR1
## 1141 2602        160       RM          21    1504   Pave  <NA>      Reg
## 1142 2603        180       RM           0    1533   Pave  <NA>      Reg
## 1143 2604        160       RM          21    1495   Pave  <NA>      Reg
## 1144 2605        160       RM          21    1890   Pave  <NA>      Reg
## 1145 2606         85       RL          72    9129   Pave  <NA>      Reg
## 1146 2607         80       RL           0   15957   Pave  <NA>      IR1
## 1147 2608         20       RL          61   33983   Pave  <NA>      IR1
## 1148 2609         60       RL          68    8286   Pave  <NA>      IR1
## 1149 2610         85       RL          50    6723   Pave  <NA>      Reg
## 1150 2611         20       RL         124   27697   Pave  <NA>      Reg
## 1151 2612         20       RL           0   11000   Pave  <NA>      IR2
## 1152 2613         20       RL          65   11625   Pave  <NA>      IR1
## 1153 2614         20       RL          62   10447   Pave  <NA>      Reg
## 1154 2615         20       RL           0   11027   Pave  <NA>      IR1
## 1155 2616         20       RL          85   10533   Pave  <NA>      IR1
## 1156 2617         20       RL           0   11765   Pave  <NA>      IR1
## 1157 2618         20       RL           0   39384   Pave  <NA>      IR1
## 1158 2619         20       RL          90   11727   Pave  <NA>      Reg
## 1159 2620         60       RL          60    8238   Pave  <NA>      IR1
## 1160 2621         60       RL           0   13041   Pave  <NA>      IR2
## 1161 2622         60       RL          54    9783   Pave  <NA>      IR1
## 1162 2623         60       RL          50   13128   Pave  <NA>      IR1
## 1163 2624         60       RL          42   13751   Pave  <NA>      IR1
## 1164 2625        160       RL          68   13108   Pave  <NA>      IR1
## 1165 2626         20       RL           0    8076   Pave  <NA>      IR1
## 1166 2627        120       RL          30    3701   Pave  <NA>      IR1
## 1167 2628         60       RL          59   16023   Pave  <NA>      IR1
## 1168 2629         60       RL          60   18062   Pave  <NA>      IR1
## 1169 2630         60       RL          63   12292   Pave  <NA>      IR1
## 1170 2631         60       RL          82   16052   Pave  <NA>      IR1
## 1171 2632         60       RL          92   15922   Pave  <NA>      IR1
## 1172 2633        120       RL          60    8147   Pave  <NA>      Reg
## 1173 2634         20       RL          90   18261   Pave  <NA>      IR1
## 1174 2635         85       RL           0   10464   Pave  <NA>      IR1
## 1175 2636         60       RL          81   10530   Pave  <NA>      Reg
## 1176 2637         85       RL           0    9927   Pave  <NA>      IR1
## 1177 2638         60       FV          75    9512   Pave  <NA>      IR1
## 1178 2639         80       RL          81   10530   Pave  <NA>      Reg
## 1179 2640         20       RL          80   10000   Pave  <NA>      Reg
## 1180 2641         20       RL          60    7200   Pave  <NA>      Reg
## 1181 2642        120       RH          26    8773   Pave  <NA>      IR2
## 1182 2643        160       RM          24    2760   Pave  <NA>      Reg
## 1183 2644        160       RM          24    2160   Pave  <NA>      Reg
## 1184 2645        160       RM          21    1890   Pave  <NA>      Reg
## 1185 2646        160       RM          21    1680   Pave  <NA>      Reg
## 1186 2647        160       RM          21    1680   Pave  <NA>      Reg
## 1187 2648        120       RL          53    4043   Pave  <NA>      Reg
## 1188 2649         20       RL          65    7514   Pave  <NA>      Reg
## 1189 2650        120       RL          24    2280   Pave  <NA>      Reg
## 1190 2651        160       RL          24    2179   Pave  <NA>      Reg
## 1191 2652         60       RL          72   16387   Pave  <NA>      IR1
## 1192 2653         20       RL         110   16163   Pave  <NA>      Reg
## 1193 2654         20       RL         108   12228   Pave  <NA>      Reg
## 1194 2655         20       RL         120   14780   Pave  <NA>      IR1
## 1195 2656         60       RL         120   13975   Pave  <NA>      IR1
## 1196 2657         60       RL          82    9942   Pave  <NA>      IR1
## 1197 2658         60       RL         103   12867   Pave  <NA>      IR1
## 1198 2659         60       RL          82   10672   Pave  <NA>      IR1
## 1199 2660         60       RL          82   11643   Pave  <NA>      IR1
## 1200 2661         20       RL         121   13758   Pave  <NA>      IR1
## 1201 2662         20       RL         131   14828   Pave  <NA>      IR1
## 1202 2663         60       RL           0   13215   Pave  <NA>      IR1
## 1203 2664        120       RL          48    5911   Pave  <NA>      Reg
## 1204 2665         20       RL          61    7740   Pave  <NA>      Reg
## 1205 2666        120       RL          48    6373   Pave  <NA>      Reg
## 1206 2667         60       RL          65   10237   Pave  <NA>      Reg
## 1207 2668         60       RL          65   10237   Pave  <NA>      Reg
## 1208 2669         20       RL         102   11660   Pave  <NA>      IR1
## 1209 2670         60       RL          96   11631   Pave  <NA>      IR1
## 1210 2671         60       RL          75    9073   Pave  <NA>      IR1
## 1211 2672        120       RL          43    3087   Pave  <NA>      Reg
## 1212 2673        120       RL           0    2938   Pave  <NA>      Reg
## 1213 2674        120       RM           0    3072   Pave  <NA>      Reg
## 1214 2675        120       RL          43    3010   Pave  <NA>      Reg
## 1215 2676         60       RL          59    9171   Pave  <NA>      IR1
## 1216 2677         60       RL           0    8658   Pave  <NA>      IR1
## 1217 2678         60       RL           0   12104   Pave  <NA>      IR1
## 1218 2679         60       RL          84    9660   Pave  <NA>      IR1
## 1219 2680         60       RL          83    9545   Pave  <NA>      Reg
## 1220 2681         60       RL           0    9233   Pave  <NA>      IR1
## 1221 2682         60       RL          83   10019   Pave  <NA>      IR1
## 1222 2683         60       RL         114   17242   Pave  <NA>      IR1
## 1223 2684         60       RL           0   10236   Pave  <NA>      IR1
## 1224 2685         60       RL           0   12585   Pave  <NA>      IR1
## 1225 2686         60       RL          75   12447   Pave  <NA>      IR1
## 1226 2687         20       RL          49   15218   Pave  <NA>      IR1
## 1227 2688         20       RL          85   10936   Pave  <NA>      Reg
## 1228 2689         20       FV          72    8640   Pave  <NA>      Reg
## 1229 2690         60       FV         100   13162   Pave  <NA>      Reg
## 1230 2691         60       FV          65    8125   Pave  <NA>      Reg
## 1231 2692         20       RL          74    7733   Pave  <NA>      IR1
## 1232 2693         20       RL          91   11024   Pave  <NA>      IR1
## 1233 2694         20       RL          63   13072   Pave  <NA>      Reg
## 1234 2695         60       RL          65    7800   Pave  <NA>      Reg
## 1235 2696         60       RL          74    7632   Pave  <NA>      IR1
## 1236 2697         60       RL          70    8304   Pave  <NA>      IR1
## 1237 2698         60       RL          70    9370   Pave  <NA>      IR2
## 1238 2699        120       RL          50    7175   Pave  <NA>      Reg
## 1239 2700        120       RL          50    7175   Pave  <NA>      Reg
## 1240 2701         60       RL           0    9019   Pave  <NA>      IR1
## 1241 2702         20       RL          70    9100   Pave  <NA>      Reg
## 1242 2703         90       RM          68    8927   Pave  <NA>      Reg
## 1243 2704         20       RL           0    9240   Pave  <NA>      IR1
## 1244 2705         20       RL           0    9308   Pave  <NA>      IR1
## 1245 2706         20       RL          65    8450   Pave  <NA>      Reg
## 1246 2707         20       RL           0    8638   Pave  <NA>      IR1
## 1247 2708         20       RL           0   13052   Pave  <NA>      IR1
## 1248 2709         20       RL           0    8020   Pave  <NA>      IR1
## 1249 2710         20       RL           0    8789   Pave  <NA>      IR1
##      LandContour Utilities LotConfig LandSlope Neighborhood Condition1
## 1            Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 2            Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 3            Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 4            Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 5            HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 6            Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 7            Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 8            Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 9            Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 10           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 11           Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 12           Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 13           Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 14           Lvl    AllPub       FR2       Gtl      NPkVill       Norm
## 15           Lvl    AllPub       FR2       Gtl      NPkVill       Norm
## 16           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 17           Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 18           Lvl    AllPub    Inside       Gtl      NridgHt       PosN
## 19           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 20           HLS    AllPub    Inside       Mod      NridgHt       Norm
## 21           Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 22           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 23           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 24           Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 25           Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 26           Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 27           Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 28           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 29           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 30           Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 31           Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 32           Lvl    AllPub    Corner       Gtl      SawyerW      Feedr
## 33           Lvl    AllPub   CulDSac       Gtl       Sawyer       RRNe
## 34           Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 35           Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 36           Lvl    AllPub   CulDSac       Gtl      Somerst       Norm
## 37           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 38           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 39           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 40           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 41           Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 42           Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 43           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 44           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 45           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 46           Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 47           Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 48           Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 49           Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 50           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 51           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 52           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 53           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 54           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 55           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 56           Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 57           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 58           Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 59           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 60           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 61           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 62           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 63           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 64           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 65           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 66           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 67           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 68           Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 69           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 70           Lvl    AllPub    Inside       Mod        NAmes       Norm
## 71           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 72           Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 73           Bnk    AllPub    Inside       Mod      OldTown       Norm
## 74           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 75           Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 76           Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 77           Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 78           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 79           Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 80           Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 81           Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 82           Lvl    AllPub    Corner       Gtl      BrkSide      Feedr
## 83           Bnk    AllPub    Corner       Gtl      BrkSide       Norm
## 84           Lvl    AllPub    Inside       Gtl      BrkSide      Feedr
## 85           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 86           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 87           Lvl    AllPub    Corner       Gtl      BrkSide      Feedr
## 88           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 89           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 90           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 91           Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 92           Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 93           Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 94           Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 95           Lvl    AllPub    Inside       Gtl      ClearCr      Feedr
## 96           Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 97           Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 98           Bnk    AllPub    Inside       Mod        SWISU       Norm
## 99           Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 100          Lvl    AllPub    Corner       Gtl        SWISU     Artery
## 101          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 102          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 103          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 104          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 105          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 106          Low    AllPub    Inside       Mod      ClearCr       Norm
## 107          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 108          Low    AllPub   CulDSac       Mod      ClearCr       Norm
## 109          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 110          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 111          Bnk    AllPub    Inside       Gtl      Edwards       Norm
## 112          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 113          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 114          Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 115          Low    AllPub    Inside       Mod      SawyerW       Norm
## 116          Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 117          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 118          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 119          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 120          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 121          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 122          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 123          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 124          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 125          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 126          Lvl    AllPub    Inside       Mod      Edwards      Feedr
## 127          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 128          Low    AllPub   CulDSac       Gtl      Edwards       Norm
## 129          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 130          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 131          HLS    AllPub    Inside       Gtl      Edwards       Norm
## 132          Bnk    AllPub    Inside       Gtl        SWISU     Artery
## 133          Lvl    AllPub    Corner       Gtl        SWISU       Norm
## 134          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 135          Lvl    AllPub    Inside       Gtl        SWISU      Feedr
## 136          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 137          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 138          Lvl    AllPub       FR2       Gtl      Crawfor       Norm
## 139          HLS    AllPub    Inside       Mod      Blueste       Norm
## 140          HLS    AllPub    Inside       Mod      Blueste       Norm
## 141          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 142          HLS    AllPub    Inside       Gtl       IDOTRR       Norm
## 143          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 144          HLS    AllPub    Corner       Mod      Crawfor     Artery
## 145          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 146          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 147          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 148          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 149          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 150          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 151          Bnk    AllPub    Inside       Gtl      Mitchel       Norm
## 152          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 153          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 154          Low    AllPub    Inside       Mod      MeadowV       Norm
## 155          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 156          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 157          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 158          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 159          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 160          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 161          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 162          Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 163          Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 164          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 165          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 166          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 167          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 168          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 169          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 170          Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 171          Lvl    AllPub    Corner       Gtl      StoneBr       Norm
## 172          Lvl    AllPub    Corner       Gtl      StoneBr       Norm
## 173          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 174          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 175          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 176          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 177          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 178          Lvl    AllPub    Inside       Gtl       NWAmes       RRNn
## 179          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 180          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 181          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 182          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 183          Lvl    AllPub    Inside       Gtl      Somerst       RRNn
## 184          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 185          Lvl    AllPub   CulDSac       Gtl       NWAmes       PosN
## 186          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 187          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 188          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 189          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 190          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 191          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 192          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 193          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 194          Lvl    AllPub       FR2       Gtl      NPkVill       Norm
## 195          Lvl    AllPub       FR2       Gtl      NPkVill       Norm
## 196          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 197          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 198          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 199          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 200          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 201          Lvl    AllPub    Inside       Gtl      NridgHt       PosN
## 202          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 203          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 204          Lvl    AllPub    Inside       Gtl      NridgHt       PosA
## 205          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 206          Lvl    AllPub       FR3       Gtl      NridgHt       Norm
## 207          Lvl    AllPub   CulDSac       Gtl      NridgHt       Norm
## 208          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 209          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 210          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 211          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 212          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 213          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 214          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 215          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 216          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 217          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 218          HLS    AllPub    Inside       Mod      NridgHt       Norm
## 219          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 220          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 221          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 222          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 223          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 224          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 225          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 226          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 227          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 228          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 229          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 230          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 231          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 232          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 233          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 234          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 235          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 236          Lvl    AllPub   CulDSac       Gtl      Gilbert       RRNn
## 237          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 238          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 239          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 240          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 241          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 242          Lvl    AllPub    Inside       Gtl      Somerst       PosN
## 243          Lvl    AllPub    Inside       Gtl      Somerst       PosN
## 244          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 245          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 246          Lvl    AllPub    Corner       Gtl      Somerst       PosN
## 247          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 248          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 249          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 250          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 251          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 252          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 253          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 254          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 255          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 256          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 257          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 258          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 259          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 260          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 261          Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 262          Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 263          Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 264          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 265          Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 266          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 267          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 268          Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 269          Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 270          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 271          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 272          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 273          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 274          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 275          Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 276          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 277          Low    AllPub    Inside       Gtl      Veenker       Norm
## 278          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 279          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 280          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 281          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 282          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 283          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 284          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 285          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 286          Low    AllPub       FR2       Mod      Veenker      Feedr
## 287          Lvl    AllPub   CulDSac       Gtl       NWAmes       PosN
## 288          Lvl    AllPub    Inside       Gtl       NWAmes       PosA
## 289          Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 290          Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 291          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 292          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 293          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 294          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 295          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 296          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 297          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 298          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 299          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 300          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 301          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 302          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 303          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 304          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 305          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 306          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 307          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 308          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 309          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 310          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 311          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 312          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 313          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 314          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 315          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 316          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 317          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 318          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 319          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 320          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 321          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 322          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 323          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 324          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 325          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 326          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 327          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 328          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 329          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 330          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 331          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 332          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 333          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 334          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 335          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 336          HLS    AllPub    Inside       Mod        NAmes       Norm
## 337          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 338          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 339          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 340          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 341          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 342          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 343          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 344          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 345          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 346          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 347          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 348          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 349          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 350          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 351          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 352          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 353          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 354          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 355          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 356          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 357          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 358          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 359          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 360          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 361          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 362          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 363          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 364          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 365          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 366          Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 367          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 368          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 369          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 370          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 371          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 372          Bnk    AllPub    Inside       Gtl      OldTown       Norm
## 373          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 374          Bnk    AllPub    Corner       Mod      OldTown      Feedr
## 375          Bnk    AllPub    Corner       Gtl      OldTown      Feedr
## 376          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 377          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 378          Bnk    AllPub    Inside       Gtl       IDOTRR     Artery
## 379          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 380          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 381          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 382          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 383          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 384          Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 385          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 386          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 387          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 388          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 389          Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 390          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 391          Bnk    AllPub    Inside       Gtl      Edwards       Norm
## 392          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 393          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 394          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 395          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 396          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 397          Bnk    AllPub       FR2       Gtl      SawyerW      Feedr
## 398          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 399          Bnk    AllPub    Inside       Gtl      SawyerW       Norm
## 400          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 401          Bnk    AllPub    Inside       Gtl      SawyerW       Norm
## 402          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 403          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 404          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 405          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 406          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 407          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 408          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 409          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 410          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 411          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 412          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 413          HLS    AllPub   CulDSac       Mod      ClearCr       Norm
## 414          Low    AllPub    Inside       Mod      CollgCr       Norm
## 415          Low    AllPub    Inside       Gtl      CollgCr       PosN
## 416          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 417          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 418          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 419          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 420          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 421          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 422          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 423          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 424          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 425          Lvl    AllPub       FR3       Gtl      CollgCr      Feedr
## 426          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 427          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 428          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 429          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 430          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 431          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 432          HLS    AllPub    Inside       Mod      Edwards       Norm
## 433          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 434          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 435          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 436          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 437          Lvl    AllPub    Corner       Gtl        SWISU       Norm
## 438          Bnk    AllPub    Inside       Gtl        SWISU      Feedr
## 439          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 440          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 441          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 442          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 443          HLS    AllPub    Corner       Gtl      Crawfor       Norm
## 444          Lvl    AllPub    Inside       Gtl      Crawfor      Feedr
## 445          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 446          Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 447          Bnk    AllPub    Corner       Mod      Crawfor       PosA
## 448          Lvl    AllPub    Inside       Gtl      Blueste       Norm
## 449          Lvl    AllPub    Inside       Gtl      Blueste       Norm
## 450          Lvl    AllPub    Inside       Gtl      Blueste       Norm
## 451          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 452          Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 453          Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 454          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 455          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 456          Lvl      <NA>    Inside       Gtl       IDOTRR       Norm
## 457          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 458          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 459          Bnk    AllPub    Inside       Gtl      Mitchel       Norm
## 460          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 461          HLS    AllPub    Corner       Gtl       Timber       Norm
## 462          HLS    AllPub    Corner       Gtl       Timber       Norm
## 463          Lvl    AllPub   CulDSac       Gtl       Timber       Norm
## 464          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 465          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 466          HLS    AllPub    Inside       Gtl       Timber       Norm
## 467          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 468          Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 469          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 470          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 471          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 472          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 473          Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 474          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 475          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 476          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 477          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 478          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 479          Lvl    AllPub    Corner       Gtl      StoneBr       Norm
## 480          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 481          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 482          Lvl    AllPub       FR3       Gtl      Gilbert       Norm
## 483          HLS    AllPub    Inside       Mod      StoneBr       Norm
## 484          HLS    AllPub    Corner       Gtl      StoneBr       Norm
## 485          HLS    AllPub   CulDSac       Gtl      StoneBr       Norm
## 486          Bnk      <NA>       FR2       Gtl      Gilbert      Feedr
## 487          HLS    AllPub    Inside       Gtl      StoneBr       PosN
## 488          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 489          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 490          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 491          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 492          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 493          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 494          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 495          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 496          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 497          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 498          Lvl    AllPub       FR3       Gtl       NWAmes       Norm
## 499          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 500          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 501          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 502          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 503          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 504          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 505          Lvl    AllPub       FR2       Gtl      NPkVill       Norm
## 506          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 507          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 508          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 509          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 510          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 511          Lvl    AllPub    Inside       Gtl      NridgHt       PosN
## 512          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 513          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 514          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 515          HLS    AllPub    Inside       Mod      NridgHt       Norm
## 516          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 517          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 518          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 519          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 520          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 521          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 522          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 523          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 524          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 525          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 526          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 527          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 528          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 529          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 530          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 531          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 532          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 533          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 534          Lvl    AllPub       FR2       Gtl      Gilbert       RRAn
## 535          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 536          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 537          Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 538          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 539          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 540          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 541          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 542          Lvl    AllPub    Inside       Gtl      Somerst       RRAn
## 543          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 544          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 545          Lvl    AllPub    Corner       Gtl      Somerst      Feedr
## 546          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 547          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 548          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 549          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 550          Lvl    AllPub       FR2       Gtl      SawyerW       Norm
## 551          Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 552          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 553          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 554          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 555          Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 556          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 557          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 558          Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 559          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 560          Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 561          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 562          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 563          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 564          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 565          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 566          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 567          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 568          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 569          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 570          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 571          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 572          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 573          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 574          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 575          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 576          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 577          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 578          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 579          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 580          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 581          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 582          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 583          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 584          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 585          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 586          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 587          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 588          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 589          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 590          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 591          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 592          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 593          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 594          Bnk    AllPub    Inside       Mod      BrkSide       RRAn
## 595          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 596          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 597          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 598          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 599          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 600          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 601          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 602          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 603          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 604          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 605          Lvl    AllPub    Inside       Sev        NAmes       Norm
## 606          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 607          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 608          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 609          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 610          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 611          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 612          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 613          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 614          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 615          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 616          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 617          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 618          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 619          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 620          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 621          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 622          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 623          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 624          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 625          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 626          Bnk    AllPub    Inside       Gtl      OldTown     Artery
## 627          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 628          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 629          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 630          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 631          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 632          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 633          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 634          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 635          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 636          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 637          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 638          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 639          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 640          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 641          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 642          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 643          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 644          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 645          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 646          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 647          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 648          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 649          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 650          Bnk    AllPub    Inside       Gtl      BrkSide       Norm
## 651          Bnk    AllPub    Corner       Gtl      BrkSide       RRAn
## 652          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 653          Lvl    AllPub    Inside       Gtl      BrkSide      Feedr
## 654          Lvl    AllPub    Corner       Gtl      BrkSide      Feedr
## 655          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 656          HLS    AllPub    Inside       Gtl      BrkSide       Norm
## 657          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 658          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 659          Bnk    AllPub    Inside       Mod      BrkSide       Norm
## 660          Lvl    AllPub       FR2       Gtl      BrkSide      Feedr
## 661          Lvl    AllPub       FR3       Gtl      BrkSide      Feedr
## 662          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 663          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 664          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 665          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 666          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 667          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 668          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 669          Lvl    AllPub    Inside       Gtl       IDOTRR       RRNe
## 670          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 671          Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 672          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 673          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 674          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 675          Lvl    AllPub    Inside       Gtl       IDOTRR       RRNe
## 676          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 677          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 678          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 679          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 680          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 681          Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 682          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 683          Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 684          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 685          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 686          Lvl    AllPub    Inside       Gtl       Sawyer       PosA
## 687          Lvl    AllPub    Corner       Gtl      ClearCr       Norm
## 688          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 689          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 690          Lvl    AllPub   CulDSac       Gtl      ClearCr       Norm
## 691          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 692          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 693          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 694          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 695          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 696          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 697          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 698          Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 699          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 700          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 701          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 702          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 703          Lvl    AllPub    Inside       Gtl      CollgCr       PosN
## 704          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 705          Bnk    AllPub   CulDSac       Gtl      ClearCr       Norm
## 706          Low    AllPub    Inside       Mod      CollgCr       Norm
## 707          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 708          Lvl    AllPub    Corner       Gtl      CollgCr       PosN
## 709          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 710          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 711          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 712          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 713          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 714          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 715          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 716          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 717          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 718          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 719          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 720          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 721          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 722          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 723          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 724          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 725          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 726          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 727          Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 728          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 729          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 730          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 731          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 732          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 733          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 734          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 735          Bnk    AllPub    Inside       Mod      Edwards       Norm
## 736          Bnk    AllPub    Inside       Mod      Edwards       Norm
## 737          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 738          Lvl    AllPub    Corner       Gtl        SWISU       Norm
## 739          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 740          Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 741          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 742          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 743          HLS    AllPub    Corner       Gtl      Crawfor       Norm
## 744          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 745          HLS    AllPub    Inside       Gtl      Crawfor      Feedr
## 746          Lvl    AllPub    Corner       Gtl      Crawfor      Feedr
## 747          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 748          Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 749          Lvl    AllPub   CulDSac       Gtl      Crawfor       Norm
## 750          Lvl    AllPub   CulDSac       Gtl      Blueste       Norm
## 751          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 752          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 753          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 754          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 755          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 756          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 757          Low    AllPub    Inside       Mod       IDOTRR       Norm
## 758          Lvl    AllPub    Corner       Gtl       IDOTRR      Feedr
## 759          Lvl    AllPub    Corner       Gtl       IDOTRR      Feedr
## 760          Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 761          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 762          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 763          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 764          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 765          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 766          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 767          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 768          HLS    AllPub    Inside       Gtl       Timber       Norm
## 769          HLS    AllPub    Corner       Gtl       Timber       Norm
## 770          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 771          HLS    AllPub    Corner       Gtl       Timber       Norm
## 772          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 773          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 774          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 775          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 776          HLS    AllPub    Inside       Gtl       Timber       Norm
## 777          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 778          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 779          Lvl    AllPub       FR2       Gtl      Mitchel      Feedr
## 780          Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 781          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 782          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 783          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 784          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 785          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 786          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 787          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 788          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 789          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 790          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 791          Low    AllPub    Inside       Gtl       IDOTRR       Norm
## 792          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 793          HLS    AllPub    Inside       Gtl      Gilbert       Norm
## 794          Lvl    AllPub   CulDSac       Gtl      Gilbert       Norm
## 795          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 796          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 797          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 798          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 799          Lvl    AllPub   CulDSac       Gtl      Gilbert       Norm
## 800          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 801          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 802          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 803          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 804          Lvl    AllPub   CulDSac       Gtl      StoneBr       PosN
## 805          Lvl    AllPub       FR2       Gtl      Gilbert       Norm
## 806          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 807          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 808          HLS    AllPub    Inside       Gtl      StoneBr       PosA
## 809          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 810          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 811          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 812          Lvl    AllPub    Inside       Gtl       NWAmes       PosA
## 813          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 814          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 815          Lvl    AllPub    Inside       Gtl       NWAmes       PosN
## 816          Lvl    AllPub   CulDSac       Gtl       NWAmes       PosN
## 817          Lvl    AllPub    Inside       Gtl       NWAmes       PosN
## 818          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 819          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 820          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 821          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 822          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 823          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 824          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 825          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 826          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 827          Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## 828          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 829          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 830          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 831          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 832          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 833          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 834          Lvl    AllPub   CulDSac       Gtl      NridgHt       Norm
## 835          Lvl    AllPub   CulDSac       Gtl      NridgHt       Norm
## 836          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 837          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 838          HLS    AllPub    Corner       Mod      NridgHt       Norm
## 839          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 840          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 841          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 842          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 843          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 844          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 845          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 846          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 847          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 848          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 849          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 850          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 851          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 852          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 853          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 854          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 855          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 856          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 857          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 858          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 859          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 860          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 861          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 862          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 863          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 864          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 865          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 866          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 867          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 868          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 869          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 870          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 871          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 872          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 873          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 874          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 875          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 876          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 877          Lvl    AllPub    Inside       Gtl      Somerst      Feedr
## 878          Lvl    AllPub    Inside       Gtl      Somerst      Feedr
## 879          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 880          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 881          Lvl    AllPub       FR2       Gtl      Somerst      Feedr
## 882          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 883          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 884          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 885          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 886          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 887          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 888          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 889          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 890          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 891          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 892          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 893          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 894          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 895          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 896          Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 897          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 898          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 899          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 900          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 901          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 902          Bnk    AllPub    Inside       Gtl      Veenker       Norm
## 903          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 904          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 905          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 906          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 907          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 908          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 909          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 910          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 911          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 912          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 913          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 914          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 915          Lvl    AllPub       FR2       Gtl      Veenker       Norm
## 916          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 917          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 918          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 919          Lvl    AllPub    Inside       Gtl       NWAmes       PosA
## 920          Lvl    AllPub    Inside       Gtl       NWAmes       PosN
## 921          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 922          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 923          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 924          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 925          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 926          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 927          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 928          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 929          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 930          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 931          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 932          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 933          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 934          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 935          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 936          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 937          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 938          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 939          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 940          Lvl    AllPub    Inside       Gtl      BrkSide      Feedr
## 941          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 942          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 943          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 944          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 945          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 946          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 947          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 948          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 949          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 950          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 951          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 952          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 953          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 954          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 955          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 956          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 957          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 958          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 959          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 960          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 961          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 962          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 963          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 964          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 965          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 966          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 967          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 968          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 969          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 970          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 971          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 972          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 973          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 974          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 975          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 976          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 977          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 978          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 979          Bnk    AllPub    Inside       Gtl      OldTown     Artery
## 980          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 981          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 982          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 983          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 984          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 985          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 986          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 987          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 988          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 989          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 990          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 991          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 992          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 993          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 994          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 995          Bnk    AllPub    Inside       Mod      BrkSide       Norm
## 996          HLS    AllPub    Inside       Gtl      BrkSide       RRNn
## 997          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 998          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 999          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1000         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1001         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1002         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1003         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1004         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1005         Bnk    AllPub    Inside       Gtl      BrkSide       Norm
## 1006         Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 1007         Lvl    AllPub    Corner       Gtl      OldTown      Feedr
## 1008         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1009         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1010         Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 1011         Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 1012         Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 1013         Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 1014         Lvl    AllPub    Corner       Gtl       IDOTRR     Artery
## 1015         Bnk    AllPub    Inside       Gtl       Sawyer      Feedr
## 1016         Lvl    AllPub    Corner       Gtl        SWISU       Norm
## 1017         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1018         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1019         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1020         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1021         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1022         Lvl    AllPub       FR3       Gtl       Sawyer      Feedr
## 1023         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1024         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1025         Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 1026         Bnk    AllPub    Inside       Mod       Sawyer       PosA
## 1027         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1028         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1029         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1030         Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 1031         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1032         Lvl    AllPub    Corner       Gtl      ClearCr       Norm
## 1033         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1034         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1035         Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 1036         Lvl    AllPub    Corner       Gtl      ClearCr       Norm
## 1037         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1038         HLS    AllPub    Inside       Gtl        SWISU       Norm
## 1039         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 1040         Lvl    AllPub    Inside       Mod      Edwards       Norm
## 1041         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1042         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1043         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1044         Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 1045         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1046         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1047         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1048         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1049         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1050         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1051         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1052         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1053         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1054         Low    AllPub    Inside       Sev      ClearCr       Norm
## 1055         Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 1056         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1057         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1058         Low    AllPub    Inside       Mod      CollgCr       Norm
## 1059         Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 1060         Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 1061         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1062         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1063         Bnk    AllPub    Inside       Gtl      CollgCr       Norm
## 1064         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1065         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1066         Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 1067         Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 1068         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1069         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1070         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1071         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1072         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1073         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1074         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1075         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1076         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1077         Lvl    AllPub   CulDSac       Mod      CollgCr       Norm
## 1078         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1079         Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 1080         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1081         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1082         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1083         Low    AllPub    Inside       Gtl      Edwards       Norm
## 1084         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1085         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1086         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1087         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1088         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 1089         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1090         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1091         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1092         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1093         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1094         Bnk    AllPub    Corner       Gtl      Edwards       Norm
## 1095         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1096         HLS    AllPub    Inside       Gtl      Edwards       Norm
## 1097         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1098         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1099         HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 1100         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1101         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1102         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1103         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1104         HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 1105         HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 1106         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1107         Lvl    AllPub   CulDSac       Gtl      Crawfor       Norm
## 1108         Lvl    AllPub   CulDSac       Gtl      Crawfor       Norm
## 1109         Lvl    AllPub    Inside       Gtl      Blueste       Norm
## 1110         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1111         Bnk    AllPub    Inside       Mod      Blueste       Norm
## 1112         Bnk    AllPub    Corner       Gtl      Crawfor       Norm
## 1113         HLS    AllPub   CulDSac       Gtl      Crawfor       Norm
## 1114         Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 1115         Lvl    AllPub    Inside       Gtl       IDOTRR     Artery
## 1116         Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 1117         Lvl    AllPub    Inside       Gtl       IDOTRR     Artery
## 1118         Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 1119         Lvl    AllPub    Inside       Gtl       IDOTRR      Feedr
## 1120         Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 1121         Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 1122         HLS    AllPub    Inside       Mod      Crawfor       Norm
## 1123         Bnk    AllPub   CulDSac       Gtl      Mitchel       Norm
## 1124         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1125         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 1126         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 1127         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1128         Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 1129         Lvl    AllPub    Inside       Gtl       Timber       Norm
## 1130         Lvl    AllPub    Inside       Gtl       Timber       Norm
## 1131         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1132         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1133         Lvl    AllPub   CulDSac       Gtl       Timber       Norm
## 1134         Lvl    AllPub    Inside       Gtl       Timber       Norm
## 1135         Lvl    AllPub    Inside       Gtl       Timber       Norm
## 1136         Lvl    AllPub    Inside       Gtl       Timber       Norm
## 1137         Lvl    AllPub    Inside       Gtl       Timber       Norm
## 1138         HLS    AllPub    Inside       Gtl       Timber       PosA
## 1139         Lvl    AllPub    Inside       Gtl      Mitchel     Artery
## 1140         Lvl    AllPub       FR3       Gtl      Mitchel       Norm
## 1141         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1142         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1143         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1144         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1145         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1146         Low    AllPub    Corner       Mod      Mitchel       Norm
## 1147         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1148         Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 1149         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1150         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1151         Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 1152         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1153         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1154         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1155         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1156         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1157         Low    AllPub   CulDSac       Sev        NAmes       Norm
## 1158         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1159         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1160         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1161         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1162         HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 1163         HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 1164         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1165         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1166         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1167         HLS    AllPub   CulDSac       Gtl      StoneBr       Norm
## 1168         HLS    AllPub   CulDSac       Gtl      StoneBr       Norm
## 1169         HLS    AllPub   CulDSac       Gtl      StoneBr       Norm
## 1170         Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 1171         HLS    AllPub    Corner       Gtl      StoneBr       Norm
## 1172         HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 1173         HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 1174         Lvl    AllPub       FR3       Gtl       NWAmes       Norm
## 1175         Lvl    AllPub    Inside       Gtl       NWAmes       PosA
## 1176         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1177         Lvl    AllPub    Inside       Gtl      Somerst       RRAn
## 1178         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1179         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1180         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1181         Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 1182         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1183         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1184         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1185         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1186         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1187         Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 1188         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1189         Lvl    AllPub       FR2       Gtl      NPkVill       Norm
## 1190         Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 1191         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1192         Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 1193         Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 1194         HLS    AllPub    Corner       Mod      NridgHt       Norm
## 1195         Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 1196         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1197         Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 1198         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1199         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1200         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1201         Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 1202         Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 1203         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1204         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1205         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1206         Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 1207         Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 1208         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1209         Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 1210         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1211         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1212         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1213         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1214         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1215         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1216         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1217         Lvl    AllPub       FR3       Gtl      Gilbert       Norm
## 1218         Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 1219         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1220         Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 1221         Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 1222         Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 1223         Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 1224         Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 1225         Lvl    AllPub    Inside       Gtl      Somerst       RRAn
## 1226         Lvl    AllPub   CulDSac       Gtl      Somerst       RRAn
## 1227         Lvl    AllPub    Corner       Gtl      Somerst      Feedr
## 1228         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1229         Lvl    AllPub    Corner       Gtl      Somerst      Feedr
## 1230         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1231         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1232         Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 1233         Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 1234         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1235         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1236         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1237         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1238         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1239         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1240         Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 1241         Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 1242         Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 1243         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1244         Lvl    AllPub   CulDSac       Gtl       Sawyer       RRNe
## 1245         Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 1246         Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 1247         Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 1248         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1249         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
##      Condition2 BldgType HouseStyle OverallQual OverallCond YearBuilt
## 1          Norm     1Fam     1Story           5           6      1961
## 2          Norm     1Fam     1Story           6           6      1958
## 3          Norm     1Fam     2Story           5           5      1997
## 4          Norm     1Fam     2Story           6           6      1998
## 5          Norm   TwnhsE     1Story           8           5      1992
## 6          Norm     1Fam     2Story           6           5      1993
## 7          Norm     1Fam     1Story           6           7      1992
## 8          Norm     1Fam     2Story           6           5      1998
## 9          Norm     1Fam     1Story           7           5      1990
## 10         Norm     1Fam     1Story           4           5      1970
## 11         Norm   TwnhsE     1Story           7           5      1999
## 12         Norm    Twnhs     2Story           6           5      1971
## 13         Norm    Twnhs     2Story           5           5      1971
## 14         Norm    Twnhs     2Story           6           6      1975
## 15         Norm    Twnhs     1Story           7           6      1975
## 16         Norm     1Fam     2Story           9           5      2009
## 17         Norm     1Fam     1Story           8           5      2009
## 18         Norm     1Fam     1Story           9           5      2005
## 19         Norm     1Fam     1Story           8           5      2005
## 20         Norm     1Fam     1Story           9           5      2003
## 21         Norm     1Fam     2Story           8           5      2002
## 22         Norm   TwnhsE     1Story           8           5      2006
## 23         Norm     1Fam     1Story           6           5      2005
## 24         Norm   TwnhsE     1Story           7           5      2006
## 25         Norm     1Fam       SLvl           7           5      2004
## 26         Norm     1Fam     2Story           7           5      2004
## 27         Norm     1Fam     2Story           8           5      1998
## 28         Norm     1Fam     1Story           8           5      2005
## 29         Norm     1Fam     1Story           7           5      2009
## 30         Norm     1Fam     1Story           6           5      2005
## 31         Norm     1Fam     2Story           7           5      2004
## 32         Norm     1Fam     1Story           5           5      1920
## 33         Norm     1Fam     1Story           6           6      1974
## 34         Norm     1Fam     2Story           8           5      1993
## 35         Norm     1Fam     2Story           8           5      1992
## 36         Norm   TwnhsE     1Story           7           5      2004
## 37         Norm   TwnhsE     2Story           7           5      2004
## 38         Norm   TwnhsE     2Story           7           5      2004
## 39         Norm    Twnhs     2Story           7           5      2004
## 40         Norm    Twnhs     2Story           6           5      2005
## 41         Norm   TwnhsE     2Story           6           5      2000
## 42         Norm   TwnhsE     2Story           7           5      2003
## 43         Norm     1Fam     1Story           8           5      2010
## 44         Norm     1Fam     2Story           8           5      2000
## 45         Norm     1Fam     1Story           7           5      2002
## 46         Norm     1Fam     1Story           6           6      1967
## 47         Norm     1Fam     2Story           6           5      1993
## 48         Norm     1Fam     1.5Fin           6           5      1978
## 49         Norm     1Fam     2Story           6           6      1971
## 50         Norm     1Fam     1Story           5           5      1966
## 51         Norm     1Fam     1Story           5           5      1966
## 52         Norm     1Fam     1Story           5           6      1967
## 53         Norm     1Fam       SLvl           6           5      1964
## 54         Norm   Duplex     1Story           5           6      1962
## 55         Norm     1Fam     1.5Fin           5           7      1952
## 56         Norm     1Fam     1.5Fin           6           6      1949
## 57         Norm     1Fam     SFoyer           6           8      1966
## 58         Norm   Duplex     1Story           5           5      1958
## 59         Norm     1Fam     1Story           7           5      2003
## 60         Norm     1Fam     1Story           5           5      1959
## 61         Norm     1Fam     1Story           5           5      1959
## 62         Norm     1Fam     1Story           6           5      1959
## 63         Norm     1Fam     1.5Fin           4           5      1956
## 64         Norm     1Fam     1Story           5           7      1952
## 65         Norm     1Fam     1Story           5           6      1955
## 66         Norm   2fmCon     1Story           5           5      1958
## 67         Norm     1Fam     1Story           4           7      1920
## 68         Norm     1Fam     1.5Fin           6           8      1948
## 69         Norm     1Fam     1Story           5           6      1960
## 70         Norm     1Fam     1Story           6           7      1963
## 71         Norm     1Fam     1.5Fin           4           5      1900
## 72         Norm     1Fam     1Story           5           7      1920
## 73         Norm     1Fam     1Story           5           7      1957
## 74         Norm     1Fam     1.5Fin           6           7      1938
## 75         Norm     1Fam     1.5Fin           5           7      1948
## 76         Norm     1Fam     1.5Fin           5           6      1920
## 77         Norm     1Fam     1Story           2           2      1923
## 78         Norm     1Fam     2Story           8           9      1900
## 79         Norm     1Fam     2Story           8           9      1890
## 80         Norm   2fmCon     2Story           5           3      1910
## 81         Norm     1Fam     2Story           6           7      1922
## 82        Feedr     1Fam     1.5Fin           5           6      1950
## 83         Norm     1Fam     2.5Unf           7           7      1922
## 84         Norm     1Fam     1Story           4           7      1925
## 85         Norm     1Fam     1.5Fin           6           7      1939
## 86         Norm     1Fam     1.5Fin           6           6      1940
## 87         Norm     1Fam     1.5Fin           5           6      1942
## 88         Norm     1Fam     1.5Fin           6           7      1948
## 89         Norm     1Fam     1.5Fin           5           7      1936
## 90         Norm     1Fam     1.5Fin           5           5      1930
## 91         Norm     1Fam     1Story           6           5      1923
## 92         Norm     1Fam     1.5Fin           4           5      1915
## 93         Norm     1Fam     2Story           6           8      1912
## 94         Norm     1Fam     2Story           6           8      1920
## 95         Norm     1Fam     1Story           5           5      1959
## 96         Norm     1Fam     1.5Fin           5           3      1917
## 97         Norm   2fmCon     1.5Fin           5           4      1915
## 98         Norm     1Fam     1.5Fin           6           5      1940
## 99         Norm     1Fam     2Story           4           1      1907
## 100        Norm   2fmCon     1.5Fin           5           7      1910
## 101        Norm   Duplex     1Story           4           3      1967
## 102        Norm     1Fam     1Story           5           7      1966
## 103        Norm     1Fam     1Story           5           5      1968
## 104        Norm   Duplex     SFoyer           5           5      1978
## 105        Norm     1Fam     2Story           5           5      1968
## 106        Norm     1Fam     1Story           7           7      1977
## 107        Norm     1Fam     1Story           4           4      1927
## 108        Norm     1Fam     2Story           6           5      1978
## 109        Norm     1Fam     1.5Fin           3           4      1938
## 110        Norm     1Fam     1Story           6           7      1950
## 111        Norm     1Fam     1.5Fin           4           6      1947
## 112        Norm     1Fam     1Story           5           7      1954
## 113        Norm     1Fam     1Story           7           5      2009
## 114        Norm     1Fam     1Story           5           3      1964
## 115        Norm     1Fam     1Story           7           5      1987
## 116        Norm     1Fam     2Story           6           7      1993
## 117        Norm     1Fam     1Story           7           5      2010
## 118        Norm     1Fam     1.5Fin           6           8      1900
## 119        Norm     1Fam     SFoyer           5           5      1996
## 120        Norm     1Fam     2Story           7           5      1997
## 121        Norm     1Fam     1Story           5           8      1977
## 122        Norm     1Fam     1Story           5           6      1972
## 123        Norm     1Fam     1Story           8           5      2003
## 124        Norm     1Fam     2Story           7           5      1997
## 125        Norm   TwnhsE     1Story           6           5      2003
## 126        Norm     1Fam     1Story           3           6      1945
## 127        Norm     1Fam     1Story           5           6      1954
## 128        Norm     1Fam     1Story           5           6      1968
## 129        Norm     1Fam     1.5Fin           4           5      1948
## 130        Norm     1Fam       SLvl           6           6      1975
## 131        Norm     1Fam     1Story           4           5      1958
## 132        Norm     1Fam     1Story           5           6      1924
## 133        Norm     1Fam     1Story           6           6      1939
## 134        Norm   Duplex     2Story           4           6      1967
## 135        Norm     1Fam     1.5Fin           5           2      1931
## 136        Norm     1Fam     1.5Fin           7           6      1941
## 137        Norm   Duplex     2Story           5           6      1950
## 138        Norm     1Fam       SLvl           7           6      1994
## 139        Norm   TwnhsE     1Story           8           6      1989
## 140        Norm   TwnhsE     1Story           8           5      1989
## 141        Norm     1Fam     1Story           2           5      1941
## 142        Norm     1Fam     1.5Fin           6           5      1921
## 143        Norm     1Fam     1Story           4           7      1896
## 144        Norm   TwnhsE     1Story           8           5      2004
## 145        Norm     1Fam     2Story           8           5      1998
## 146        Norm     1Fam       SLvl           6           7      1977
## 147        Norm   Duplex     1Story           6           5      1976
## 148        Norm     1Fam     1Story           7           5      2008
## 149        Norm     1Fam     1Story           7           5      2009
## 150        Norm     1Fam     2Story           5           5      2006
## 151        Norm     1Fam     1Story           5           5      1965
## 152        Norm     1Fam     1Story           5           5      2004
## 153        Norm     1Fam     1Story           5           5      1999
## 154        Norm    Twnhs     1Story           5           6      1973
## 155        Norm    Twnhs     2Story           4           7      1970
## 156        Norm   TwnhsE     2Story           4           4      1970
## 157        Norm   TwnhsE     2Story           4           6      1972
## 158        Norm     1Fam     1Story           5           7      1971
## 159        Norm     1Fam     1Story           5           7      1984
## 160        Norm   Duplex     2Story           5           2      1985
## 161        Norm     1Fam     2Story           5           5      1991
## 162        Norm     1Fam     1.5Fin           5           5      1969
## 163        Norm     1Fam     1Story           8           5      1994
## 164        Norm     1Fam     2Story           6           5      1993
## 165        Norm     1Fam     1Story           6           5      1956
## 166        Norm     1Fam     1Story           6           5      1974
## 167        Norm     1Fam     2Story           6           5      1997
## 168        Norm     1Fam     2Story           8           5      2003
## 169        Norm     1Fam       SLvl           7           5      1996
## 170        Norm   TwnhsE     1Story           8           5      2004
## 171        Norm     1Fam     1Story           8           5      1998
## 172        Norm   TwnhsE     1Story           8           5      1995
## 173        Norm     1Fam       SLvl           7           5      1998
## 174        Norm     1Fam     2Story           6           5      1998
## 175        Norm     1Fam     2Story           6           5      1994
## 176        Norm     1Fam     1Story           6           5      1993
## 177        Norm     1Fam     2Story           5           6      1977
## 178        Norm     1Fam     2Story           7           6      1978
## 179        Norm     1Fam     1Story           6           6      1978
## 180        Norm     1Fam     2Story           7           7      1980
## 181        Norm     1Fam     1Story           6           5      1978
## 182        Norm     1Fam     2Story           7           5      2003
## 183        Norm     1Fam     2Story           8           5      2000
## 184        Norm     1Fam     2Story           8           5      2002
## 185        Norm     1Fam     1Story           5           7      1975
## 186        Norm     1Fam     1Story           6           6      1974
## 187        Norm     1Fam     1Story           7           5      1975
## 188        Norm     1Fam     1Story           5           5      1970
## 189        Norm     1Fam     1Story           5           7      1971
## 190        Norm     1Fam     1Story           4           6      1970
## 191        Norm     1Fam     1Story           4           7      1971
## 192        Norm    Twnhs     2Story           6           5      1973
## 193        Norm    Twnhs     2Story           6           6      1972
## 194        Norm   TwnhsE     2Story           6           5      1976
## 195        Norm    Twnhs     1Story           7           5      1975
## 196        Norm    Twnhs     2Story           6           5      1977
## 197        Norm   TwnhsE     2Story           6           5      1978
## 198        Norm   TwnhsE     2Story           6           5      1978
## 199        Norm   TwnhsE     1Story           7           6      1976
## 200        Norm     1Fam     1Story           5           7      1966
## 201        Norm     1Fam     2Story           9           5      2007
## 202        Norm     1Fam     2Story           9           5      2009
## 203        Norm     1Fam     1Story           9           5      2008
## 204        PosA     1Fam     1Story          10           5      2007
## 205        Norm     1Fam     1Story           9           5      2008
## 206        Norm     1Fam     1Story           8           5      2004
## 207        Norm     1Fam     2Story           8           5      2007
## 208        Norm     1Fam     1Story           9           5      2008
## 209        Norm     1Fam     1Story           9           5      2006
## 210        Norm     1Fam     1Story           9           5      2008
## 211        Norm     1Fam     1Story           7           5      2003
## 212        Norm     1Fam     1Story           9           5      2003
## 213        Norm     1Fam     2Story           8           5      2003
## 214        Norm     1Fam     1Story           8           5      2006
## 215        Norm   TwnhsE     1Story           6           5      2005
## 216        Norm    Twnhs     1Story           6           5      2005
## 217        Norm   TwnhsE     1Story           7           5      2007
## 218        Norm     1Fam     1Story          10           5      2004
## 219        Norm     1Fam     1Story           8           5      2003
## 220        Norm   TwnhsE     1Story           9           5      2008
## 221        Norm   TwnhsE     1Story           9           5      2008
## 222        Norm     1Fam     1Story           8           5      2002
## 223        Norm   TwnhsE     1Story           7           5      2003
## 224        Norm     1Fam     2Story           7           5      2005
## 225        Norm     1Fam     2Story           6           5      2005
## 226        Norm   TwnhsE     1Story           7           5      2005
## 227        Norm     1Fam       SLvl           7           5      2004
## 228        Norm     1Fam     2Story           7           5      2004
## 229        Norm     1Fam     2Story           7           5      2004
## 230        Norm     1Fam     2Story           7           5      2003
## 231        Norm     1Fam     2Story           7           5      2003
## 232        Norm     1Fam     2Story           8           5      2002
## 233        Norm     1Fam       SLvl           7           5      2004
## 234        Norm     1Fam     2Story           6           5      2000
## 235        Norm     1Fam       SLvl           7           5      1999
## 236        Norm     1Fam     2Story           7           5      1999
## 237        Norm     1Fam       SLvl           7           6      1999
## 238        Norm     1Fam     2Story           8           5      2000
## 239        Norm     1Fam     1Story           8           5      1994
## 240        Norm     1Fam     2Story           7           5      1995
## 241        Norm     1Fam     2Story           8           5      1993
## 242        Norm     1Fam     1Story           8           5      2008
## 243        Norm     1Fam     1Story           8           5      2008
## 244        Norm     1Fam     1Story           8           5      2007
## 245        Norm     1Fam     1Story           8           5      2006
## 246        PosN     1Fam     1Story           9           5      2005
## 247        Norm     1Fam     1Story           7           5      2008
## 248        Norm     1Fam     1Story           7           5      2008
## 249        Norm     1Fam     1Story           9           5      2007
## 250        Norm     1Fam     1Story           8           5      2006
## 251        Norm     1Fam     2Story           8           5      2006
## 252        Norm     1Fam     1Story           8           5      2008
## 253        Norm     1Fam     1Story           7           5      2006
## 254        Norm     1Fam     1Story           7           5      2003
## 255        Norm     1Fam     2Story           7           5      2003
## 256        Norm     1Fam     1Story           7           6      2007
## 257        Norm     1Fam     1Story           7           5      2006
## 258        Norm     1Fam     1Story           6           5      2004
## 259        Norm     1Fam     2Story           7           5      2004
## 260        Norm     1Fam     1Story           8           5      2004
## 261        Norm     1Fam     1Story           7           5      2004
## 262        Norm     1Fam     1Story           5           5      2004
## 263        Norm     1Fam     1Story           5           5      2003
## 264        Norm     1Fam     1Story           7           5      2008
## 265        Norm     1Fam     2Story           7           5      1996
## 266        Norm     1Fam     2Story           6           6      1992
## 267        Norm   TwnhsE     1Story           6           5      1990
## 268        Norm     1Fam     2Story           7           5      1994
## 269        Norm     1Fam     2Story           6           7      1986
## 270        Norm   Duplex     2Story           6           7      1981
## 271        Norm     1Fam     1Story           5           5      1962
## 272        Norm     1Fam     1Story           5           6      1961
## 273        Norm     1Fam     1Story           5           5      1961
## 274        Norm     1Fam     1Story           5           5      1965
## 275        Norm     1Fam     1Story           5           8      1963
## 276        Norm     1Fam     1Story           5           6      1962
## 277        Norm     1Fam     1Story           8           8      1980
## 278        Norm     1Fam     2Story           7           8      1991
## 279        Norm    Twnhs     2Story           7           5      2004
## 280        Norm   TwnhsE     1Story           6           5      2008
## 281        Norm   TwnhsE     1Story           6           5      2008
## 282        Norm   TwnhsE     2Story           6           5      2000
## 283        Norm   TwnhsE     2Story           7           5      1999
## 284        Norm     1Fam     1Story           8           9      1977
## 285        Norm     1Fam     1Story           7           5      1981
## 286        Norm     1Fam       SLvl           8           5      1976
## 287        Norm     1Fam     2Story           7           6      1974
## 288        Norm     1Fam     2Story           6           7      1967
## 289        Norm     1Fam     1Story           5           5      1969
## 290        Norm     1Fam     1Story           6           5      1969
## 291        Norm     1Fam     2Story           7           7      1977
## 292        Norm     1Fam     1Story           5           6      1967
## 293        Norm     1Fam     1Story           5           5      1967
## 294        Norm     1Fam     2Story           7           5      1974
## 295        Norm     1Fam     SFoyer           6           5      1971
## 296        Norm     1Fam     1Story           4           7      1960
## 297        Norm     1Fam     1Story           5           7      1959
## 298        Norm     1Fam     1Story           4           5      1957
## 299        Norm     1Fam     1Story           5           6      1956
## 300        Norm     1Fam     1Story           5           6      1961
## 301        Norm     1Fam     1Story           5           5      1964
## 302        Norm     1Fam     2Story           5           6      1965
## 303        Norm     1Fam       SLvl           6           6      1961
## 304        Norm     1Fam     1Story           5           5      1955
## 305        Norm     1Fam     1Story           6           5      1967
## 306        Norm     1Fam     1Story           6           6      1961
## 307        Norm     1Fam     1Story           6           8      1966
## 308        Norm     1Fam     1Story           5           7      1956
## 309        Norm     1Fam     1Story           7           6      1960
## 310        Norm     1Fam     1Story           6           8      1959
## 311        Norm     1Fam     1Story           5           5      1956
## 312        Norm     1Fam     1Story           5           5      1955
## 313        Norm     1Fam     1Story           4           5      1956
## 314        Norm   Duplex     1Story           5           4      1958
## 315        Norm     1Fam     1Story           6           7      1954
## 316        Norm     1Fam     1Story           5           5      1951
## 317        Norm     1Fam     1Story           5           6      1945
## 318        Norm     1Fam     1Story           5           8      1952
## 319        Norm     1Fam     1Story           5           5      1953
## 320        Norm     1Fam     2Story           7           7      1948
## 321        Norm     1Fam     1Story           5           6      1950
## 322        Norm     1Fam     1Story           3           5      1958
## 323        Norm     1Fam     2Story           5           7      1939
## 324        Norm     1Fam     2Story           4           8      1900
## 325        Norm     1Fam     1Story           5           7      1925
## 326        Norm     1Fam     1.5Fin           4           5      1915
## 327        Norm     1Fam     2Story           7           9      1910
## 328        Norm     1Fam     1Story           2           5      1940
## 329        Norm     1Fam     1Story           5           7      1920
## 330        Norm     1Fam     1Story           3           5      1890
## 331        Norm   Duplex     2Story           6           5      1969
## 332        Norm     1Fam     1Story           6           7      1963
## 333        Norm     1Fam     1Story           6           4      1967
## 334        Norm     1Fam     1Story           6           9      1958
## 335        Norm     1Fam     1Story           6           6      1957
## 336        Norm     1Fam     1Story           6           6      1958
## 337        Norm     1Fam     1.5Fin           6           5      1950
## 338        Norm     1Fam     1Story           5           6      1958
## 339        Norm     1Fam     1Story           5           7      1952
## 340        Norm     1Fam       SLvl           5           5      1959
## 341        Norm     1Fam     1.5Fin           4           7      1949
## 342        Norm     1Fam     1.5Fin           6           7      1948
## 343        Norm     1Fam     2Story           6           5      1964
## 344        Norm   Duplex     SFoyer           5           7      1978
## 345        Norm     1Fam     1Story           6           6      1963
## 346        Norm     1Fam     1.5Fin           6           8      1935
## 347        Norm   Duplex     2Story           6           5      1910
## 348        Norm     1Fam     1.5Fin           5           8      1910
## 349        Norm     1Fam     2Story           5           8      1910
## 350        Norm     1Fam     2Story           5           6      1939
## 351        Norm   2fmCon     2Story           4           6      1920
## 352        Norm     1Fam     1.5Fin           5           5      1910
## 353        Norm     1Fam     1.5Fin           5           7      1950
## 354        Norm     1Fam     1Story           4           6      1920
## 355        Norm     1Fam     1Story           2           4      1940
## 356        Norm     1Fam     1Story           5           8      1923
## 357        Norm     1Fam     2Story           4           4      1910
## 358        Norm     1Fam     2Story           6           7      1900
## 359        Norm     1Fam     2Story           6           7      1917
## 360        Norm     1Fam     1Story           4           3      1910
## 361        Norm     1Fam     1.5Fin           6           6      1920
## 362        Norm     1Fam     2Story           6           7      1910
## 363        Norm     1Fam     1Story           3           3      1900
## 364        Norm     1Fam     1Story           6           6      1923
## 365        Norm     1Fam     1.5Fin           5           7      1930
## 366        Norm     1Fam     1.5Fin           5           5      1924
## 367        Norm     1Fam     1Story           5           6      1925
## 368        Norm     1Fam     1.5Fin           5           6      1938
## 369        Norm     1Fam     1Story           5           5      1925
## 370        Norm     1Fam     2Story           6           6      1915
## 371        Norm     1Fam     2Story           7           8      1915
## 372        Norm   Duplex     2Story           5           1      1922
## 373        Norm     1Fam     2Story           6           5      1927
## 374        Norm     1Fam     2Story           6           7      1915
## 375        Norm   2fmCon     2.5Unf           7           5      1902
## 376        Norm     1Fam     1.5Fin           6           6      1927
## 377        Norm     1Fam     SFoyer           4           6      1923
## 378        Norm   2fmCon     2Story           6           7      1915
## 379        Norm     1Fam     1Story           4           9      1946
## 380        Norm   Duplex     1Story           5           5      1987
## 381        Norm   Duplex     SFoyer           5           5      1978
## 382        Norm     1Fam     1.5Fin           5           3      1934
## 383        Norm     1Fam     1Story           5           6      1967
## 384        Norm     1Fam     SFoyer           6           5      1978
## 385        Norm     1Fam       SLvl           5           5      1961
## 386        Norm     1Fam       SLvl           6           5      1960
## 387        Norm     1Fam       SLvl           5           5      1956
## 388        Norm     1Fam     1Story           2           2      1947
## 389        Norm     1Fam     1Story           4           5      1954
## 390        Norm     1Fam     1Story           5           5      1956
## 391        Norm     1Fam     2Story           6           7      1946
## 392        Norm     1Fam     1Story           5           6      1954
## 393        Norm   TwnhsE     1Story           5           5      1984
## 394        Norm     1Fam       SLvl           7           6      1990
## 395        Norm     1Fam       SLvl           6           5      1983
## 396        Norm     1Fam     2Story           7           5      1993
## 397        Norm     1Fam     2Story           5           7      1880
## 398        Norm   Duplex     2Story           5           5      1979
## 399        Norm   Duplex     1Story           5           5      1979
## 400        Norm   Duplex     SFoyer           5           5      1979
## 401        Norm   Duplex     1Story           5           5      1979
## 402        Norm   Duplex     2Story           7           5      2000
## 403        Norm   Duplex     2Story           7           5      2000
## 404        Norm   Duplex     2Story           7           5      2000
## 405        Norm     1Fam     1Story           9           5      2009
## 406        Norm     1Fam     1Story           9           5      2008
## 407        Norm     1Fam     1Story           8           5      2008
## 408        Norm     1Fam     1Story           8           5      2007
## 409        Norm     1Fam     1Story           7           5      2007
## 410        Norm     1Fam     1Story           8           5      2008
## 411        Norm     1Fam     1Story           8           5      2005
## 412        Norm     1Fam     2Story           6           5      2005
## 413        Norm     1Fam     2Story           7           5      1992
## 414        Norm     1Fam     1Story           5           7      1994
## 415        Norm     1Fam     1Story           7           5      1998
## 416        Norm     1Fam     2Story           6           5      1998
## 417        Norm     1Fam     1Story           7           5      2002
## 418        Norm     1Fam     1Story           7           5      2001
## 419        Norm     1Fam     1Story           5           5      1978
## 420        Norm     1Fam     1Story           5           7      1979
## 421        Norm     1Fam     1Story           7           5      2002
## 422        Norm     1Fam     2Story           8           5      2003
## 423        Norm     1Fam     2Story           7           5      2002
## 424        Norm     1Fam     2Story           7           5      2001
## 425        Norm     1Fam     1Story           8           5      1999
## 426        Norm     1Fam     1Story           8           5      2002
## 427        Norm     1Fam     1Story           7           5      1997
## 428        Norm     1Fam     1Story           8           5      2007
## 429        Norm     1Fam     2Story           6           5      2007
## 430        Norm     1Fam     1Story           4           6      1960
## 431        Norm   TwnhsE     SFoyer           6           5      2005
## 432        Norm     1Fam     1Story           4           5      1959
## 433        Norm     1Fam     1Story           5           5      1950
## 434        Norm   Duplex     1Story           5           5      1959
## 435        Norm     1Fam     1Story           5           5      1956
## 436        Norm     1Fam     1.5Fin           5           6      1941
## 437        Norm     1Fam     1.5Fin           5           4      1938
## 438        Norm     1Fam     2Story           6           6      1935
## 439        Norm     1Fam     1Story           6           8      1916
## 440        Norm     1Fam     2Story           7           8      1918
## 441        Norm     1Fam     1.5Fin           5           6      1940
## 442        Norm     1Fam     1Story           5           4      1960
## 443        Norm   Duplex     2.5Unf           7           6      1940
## 444        Norm     1Fam     1Story           5           6      1954
## 445        Norm     1Fam     1Story           6           6      1960
## 446        Norm     1Fam     1.5Fin           5           7      1949
## 447        Norm     1Fam     1Story           6           5      1954
## 448        Norm    Twnhs     2Story           6           6      1980
## 449        Norm   TwnhsE     2Story           6           6      1980
## 450        Norm    Twnhs     2Story           6           6      1980
## 451        Norm     1Fam       SLvl           6           6      1986
## 452        Norm     1Fam     1Story           7           9      1971
## 453        Norm     1Fam     2Story           5           6      1900
## 454        Norm     1Fam     1Story           4           6      1925
## 455        Norm   TwnhsE     1Story           8           5      2007
## 456        Norm     1Fam     1Story           2           4      1910
## 457        Norm     1Fam     2Story           8           5      2000
## 458        Norm     1Fam     SFoyer           6           6      1977
## 459        Norm     1Fam     SFoyer           6           7      1977
## 460        Norm     1Fam     1Story           5           5      1991
## 461        Norm     1Fam     1Story           9           5      2008
## 462        Norm     1Fam     1Story           9           5      2008
## 463        Norm     1Fam     2Story           6           8      1980
## 464        Norm     1Fam       SLvl           7           5      1987
## 465        Norm     1Fam     2Story           7           5      2003
## 466        Norm     1Fam     1Story           9           5      2007
## 467        Norm     1Fam     1Story           5           7      1968
## 468        Norm     1Fam     1Story           5           5      1969
## 469        Norm     1Fam     SFoyer           5           8      1972
## 470        Norm     1Fam       SLvl           6           5      1993
## 471        Norm     1Fam     SFoyer           5           6      1992
## 472        Norm     1Fam     2Story           5           5      1992
## 473        Norm     1Fam     2Story           5           7      1969
## 474        Norm     1Fam     2Story           6           5      1997
## 475        Norm     1Fam     2Story           6           5      1995
## 476        Norm     1Fam     2Story           6           5      1998
## 477        Norm     1Fam     2Story           6           5      1996
## 478        Norm     1Fam     1Story           5           5      1996
## 479        Norm     1Fam     1Story           8           5      1997
## 480        Norm   TwnhsE     1Story           8           5      1992
## 481        Norm     1Fam     2Story           6           5      1998
## 482        Norm     1Fam     2Story           6           5      1991
## 483        Norm   TwnhsE     1Story           8           5      1989
## 484        Norm     1Fam     2Story           8           5      2005
## 485        Norm     1Fam     1Story           9           5      2004
## 486        Norm     1Fam     1Story           6           2      1952
## 487        PosN   TwnhsE     1Story           9           5      2007
## 488        Norm     1Fam     1Story           6           5      1950
## 489        Norm     1Fam     1Story           7           6      1988
## 490        Norm     1Fam     1Story           7           7      1983
## 491        Norm     1Fam     1Story           7           5      1978
## 492        Norm     1Fam     1Story           7           5      1979
## 493        Norm     1Fam     1Story           6           5      1976
## 494        Norm     1Fam     2Story           7           6      1980
## 495        Norm     1Fam     2Story           5           6      1969
## 496        Norm     1Fam     2Story           7           7      1978
## 497        Norm     1Fam     1Story           6           5      1976
## 498        Norm     1Fam     2Story           8           5      1996
## 499        Norm   Duplex     2Story           5           5      1974
## 500        Norm     1Fam     1Story           4           6      1969
## 501        Norm     1Fam     1Story           5           5      1971
## 502        Norm    Twnhs     2Story           6           5      1973
## 503        Norm    Twnhs     2Story           6           6      1972
## 504        Norm    Twnhs     2Story           5           5      1972
## 505        Norm   TwnhsE     2Story           6           6      1975
## 506        Norm    Twnhs     1Story           7           6      1977
## 507        Norm     1Fam     1Story           8           5      2007
## 508        Norm     1Fam     1Story           8           5      2007
## 509        Norm     1Fam     1Story           9           5      2007
## 510        Norm     1Fam     2Story           9           5      2006
## 511        Norm     1Fam     2Story          10           5      2005
## 512        Norm     1Fam     2Story           9           5      2005
## 513        Norm     1Fam     2Story           8           5      2007
## 514        Norm     1Fam     2Story           8           5      2004
## 515        Norm     1Fam     1Story          10           5      2003
## 516        Norm     1Fam     1Story           8           5      2003
## 517        Norm     1Fam     2Story           8           5      2001
## 518        Norm     1Fam     2Story           8           5      2003
## 519        Norm   TwnhsE     1Story           9           5      2008
## 520        Norm   TwnhsE     1Story           7           5      2005
## 521        Norm   TwnhsE     1Story           9           5      2007
## 522        Norm   TwnhsE     1Story           8           5      2006
## 523        Norm   TwnhsE     1Story           8           5      2006
## 524        Norm    Twnhs     2Story           7           5      2003
## 525        Norm   TwnhsE     1Story           7           5      2003
## 526        Norm   TwnhsE     1Story           7           5      2004
## 527        Norm     1Fam     1Story           7           5      2007
## 528        Norm     1Fam     2Story           6           5      2004
## 529        Norm     1Fam     2Story           7           5      2002
## 530        Norm     1Fam     2Story           7           5      2003
## 531        Norm   TwnhsE     1Story           7           6      2007
## 532        Norm     1Fam     2Story           7           5      2000
## 533        Norm     1Fam     2Story           7           5      2002
## 534        Norm     1Fam     2Story           7           5      1999
## 535        Norm     1Fam     2Story           7           5      1999
## 536        Norm     1Fam     2.5Unf           8           5      1997
## 537        Norm     1Fam     2Story           9           5      2000
## 538        Norm     1Fam     1Story           8           5      1998
## 539        Norm     1Fam     2Story           7           5      1996
## 540        Norm     1Fam     2Story           8           7      1995
## 541        Norm     1Fam     2Story           7           5      1993
## 542        Norm     1Fam     1Story           7           5      2006
## 543        Norm     1Fam     2Story           8           5      2007
## 544        Norm     1Fam     2Story           8           5      2007
## 545        Norm     1Fam     1Story           8           5      2006
## 546        Norm     1Fam     1Story           8           5      2007
## 547        Norm     1Fam     1Story           8           5      2007
## 548        Norm     1Fam     1Story           7           5      2007
## 549        Norm     1Fam     2Story           6           5      2003
## 550        Norm     1Fam     2Story           7           5      2003
## 551        Norm     1Fam     1Story           6           5      2005
## 552        Norm     1Fam     1Story           7           5      2007
## 553        Norm     1Fam     2Story           6           5      1995
## 554        Norm     1Fam     2Story           6           5      1993
## 555        Norm     1Fam     2Story           7           5      1994
## 556        Norm     1Fam     2Story           6           5      2001
## 557        Norm     1Fam     2Story           7           5      1992
## 558        Norm     1Fam     1Story           5           5      1963
## 559        Norm     1Fam     1Story           5           8      1961
## 560        Norm   2fmCon     1Story           5           5      1968
## 561        Norm     1Fam     1Story           5           5      1963
## 562        Norm     1Fam     1Story           6           5      1974
## 563        Norm     1Fam     1.5Fin           5           4      1972
## 564        Norm     1Fam     2Story           6           5      1990
## 565        Norm     1Fam     1.5Fin           9           5      1993
## 566        Norm   TwnhsE     1Story           7           5      2004
## 567        Norm   TwnhsE     2Story           6           5      2005
## 568        Norm   TwnhsE     2Story           7           5      2007
## 569        Norm    Twnhs     2Story           6           5      1999
## 570        Norm   TwnhsE     1Story           9           5      2000
## 571        Norm   TwnhsE     1Story           9           5      2001
## 572        Norm   TwnhsE     1Story           9           5      2001
## 573        Norm   TwnhsE     1Story           9           5      1999
## 574        Norm    Twnhs       SLvl           7           5      1999
## 575        Norm     1Fam     2Story           7           5      2001
## 576        Norm    Twnhs     2Story           8           5      1999
## 577        Norm    Twnhs     2Story           8           5      1999
## 578        Norm   TwnhsE     2Story          10           5      1998
## 579        Norm   TwnhsE     1Story           8           5      1995
## 580        Norm     1Fam     2Story           9           3      1977
## 581        Norm     1Fam     1Story           8           9      1976
## 582        Norm     1Fam     2Story           7           5      2002
## 583        Norm     1Fam       SLvl           6           6      1969
## 584        Norm     1Fam     1Story           6           5      1968
## 585        Norm     1Fam     1Story           7           7      1967
## 586        Norm   Duplex     1Story           5           6      1965
## 587        Norm     1Fam     2Story           5           6      1968
## 588        Norm     1Fam     1Story           5           7      1965
## 589        Norm   Duplex     1Story           5           5      1965
## 590        Norm     1Fam     2Story           7           6      1971
## 591        Norm     1Fam     1Story           5           5      1956
## 592        Norm     1Fam     1Story           5           5      1961
## 593        Norm     1Fam     1Story           5           7      1960
## 594       Feedr     1Fam     2Story           4           7      1937
## 595        Norm     1Fam     1Story           5           6      1960
## 596        Norm     1Fam     1Story           5           8      1950
## 597        Norm     1Fam     1Story           5           5      1953
## 598        Norm     1Fam     2Story           6           7      1966
## 599        Norm     1Fam     1Story           5           4      1957
## 600        Norm     1Fam     1Story           5           7      1959
## 601        Norm     1Fam     1Story           6           6      1958
## 602        Norm     1Fam     1Story           5           5      1956
## 603        Norm     1Fam     1Story           5           6      1952
## 604        Norm     1Fam     1Story           5           6      1953
## 605        Norm     1Fam     1Story           5           5      1953
## 606        Norm     1Fam     1Story           6           5      1957
## 607        Norm     1Fam     1Story           5           3      1957
## 608        Norm   Duplex     1Story           5           5      1957
## 609        Norm     1Fam     1Story           4           6      1948
## 610        Norm     1Fam     1.5Fin           5           8      1925
## 611        Norm     1Fam     1Story           4           7      1940
## 612        Norm     1Fam     1.5Fin           5           5      1922
## 613        Norm     1Fam     1Story           5           6      1968
## 614        Norm     1Fam     1Story           7           7      1958
## 615        Norm     1Fam     1Story           6           6      1960
## 616        Norm     1Fam     1Story           5           7      1951
## 617        Norm     1Fam     1Story           5           6      1959
## 618        Norm     1Fam     1Story           5           5      1962
## 619        Norm     1Fam     1.5Fin           6           6      1948
## 620        Norm     1Fam     1.5Unf           6           7      1954
## 621        Norm     1Fam     1.5Fin           6           5      1954
## 622        Norm   Duplex     1Story           5           5      1961
## 623        Norm     1Fam     1.5Fin           5           6      1955
## 624        Norm     1Fam     1Story           5           7      1954
## 625        Norm     1Fam     1Story           5           5      1963
## 626        Norm     1Fam     1Story           6           5      2008
## 627        Norm     1Fam     1.5Fin           5           7      1948
## 628        Norm     1Fam     2Story           5           5      1910
## 629        Norm     1Fam     1Story           5           4      1940
## 630        Norm     1Fam     2.5Unf           6           7      1915
## 631        Norm   2fmCon     1.5Fin           4           6      1910
## 632        Norm     1Fam     1.5Fin           4           6      1940
## 633        Norm     1Fam     1.5Fin           5           5      1920
## 634        Norm     1Fam     1Story           7           6      1920
## 635        Norm   2fmCon     1.5Fin           6           6      1940
## 636        Norm     1Fam     1Story           5           6      1910
## 637        Norm     1Fam     1.5Fin           5           9      1890
## 638        Norm     1Fam     1.5Fin           5           6      1946
## 639        Norm     1Fam     1Story           2           5      1946
## 640        Norm     1Fam     1Story           3           1      1949
## 641        Norm   2fmCon     2Story           5           5      1900
## 642        Norm     1Fam     2Story           7           8      1920
## 643        Norm     1Fam     1.5Fin           5           7      1900
## 644        Norm   2fmCon     2Story           5           5      1920
## 645        Norm     1Fam     2Story           5           9      1905
## 646        Norm     1Fam     2Story           2           1      1920
## 647        Norm     1Fam     2Story           7           7      1890
## 648        Norm     1Fam     1Story           5           6      1959
## 649        Norm     1Fam     1Story           4           6      1958
## 650        Norm     1Fam     1Story           5           7      1928
## 651      Artery     1Fam     1.5Fin           7           7      1945
## 652        Norm     1Fam     1.5Fin           5           5      1935
## 653        Norm     1Fam     1.5Fin           5           7      1941
## 654       Feedr     1Fam     2Story           6           9      1900
## 655        Norm     1Fam     1.5Fin           6           7      1940
## 656        Norm     1Fam     1Story           5           7      1924
## 657        Norm     1Fam     1.5Fin           6           7      1937
## 658        Norm     1Fam     1.5Fin           6           5      1939
## 659        Norm     1Fam     1.5Unf           6           7      1926
## 660        Norm     1Fam     1.5Fin           5           7      1920
## 661        Norm     1Fam     1Story           4           7      1946
## 662        Norm     1Fam     1.5Fin           4           7      1929
## 663        Norm     1Fam     1Story           5           6      1945
## 664        Norm     1Fam     1.5Fin           7           5      1939
## 665        Norm     1Fam     2Story           5           5      1923
## 666        Norm     1Fam     1.5Fin           6           4      1915
## 667        Norm   2fmCon     2.5Unf           6           8      1910
## 668        Norm     1Fam     1.5Fin           6           8      1910
## 669        Norm     1Fam     1Story           6           6      1930
## 670        Norm     1Fam     2Story           6           6      1952
## 671        Norm     1Fam     1.5Fin           6           6      1938
## 672        Norm     1Fam     1.5Fin           5           6      1915
## 673        Norm     1Fam     1Story           6           7      1925
## 674        Norm     1Fam     1.5Fin           6           6      1925
## 675        Norm     1Fam     1Story           5           8      1912
## 676        Norm   2fmCon     2Story           3           3      1915
## 677        Norm     1Fam     1Story           5           6      1947
## 678        Norm     1Fam     SFoyer           5           6      1963
## 679        Norm     1Fam       SLvl           6           5      1978
## 680        Norm     1Fam     1Story           5           7      1967
## 681        Norm     1Fam     SFoyer           6           8      1978
## 682        Norm     1Fam     1Story           5           5      1967
## 683        Norm     1Fam     SFoyer           5           5      1984
## 684        Norm   2fmCon     1Story           5           4      1920
## 685        Norm     1Fam     1Story           5           8      1963
## 686        Norm     1Fam     1Story           6           8      1956
## 687        Norm     1Fam     1Story           5           3      1960
## 688        Norm     1Fam     1.5Fin           5           7      1941
## 689        Norm     1Fam       SLvl           5           8      1970
## 690        Norm     1Fam     1Story           7           6      1979
## 691        Norm     1Fam     1.5Fin           7           5      1948
## 692        Norm     1Fam     1Story           5           7      1940
## 693        Norm     1Fam     1Story           5           6      1956
## 694        Norm   Duplex     SFoyer           5           5      1975
## 695        Norm     1Fam     2Story           6           8      1962
## 696        Norm     1Fam     2Story           6           5      1995
## 697        Norm     1Fam     1Story           7           5      1994
## 698        Norm     1Fam     2Story           7           5      1993
## 699        Norm     1Fam       SLvl           7           5      1996
## 700        Norm     1Fam     2Story           7           5      2007
## 701        Norm     1Fam     1Story           8           5      2007
## 702        Norm     1Fam     1Story           9           5      2008
## 703        Norm     1Fam     1Story           9           5      2008
## 704        Norm     1Fam       SLvl           8           5      1995
## 705        Norm     1Fam     1Story           6           6      1966
## 706        Norm     1Fam     1Story           5           7      1994
## 707        Norm     1Fam     1Story           7           5      1997
## 708        Norm     1Fam     2Story           6           5      1997
## 709        Norm     1Fam     2Story           7           5      2000
## 710        Norm     1Fam     2Story           7           5      2000
## 711        Norm     1Fam     1Story           5           6      1978
## 712        Norm     1Fam     1Story           5           6      1975
## 713        Norm     1Fam     1Story           5           6      1975
## 714        Norm     1Fam     2Story           7           5      2001
## 715        Norm     1Fam     2Story           9           5      2001
## 716        Norm     1Fam     1Story           8           5      2002
## 717        Norm     1Fam     2Story           7           5      2003
## 718        Norm     1Fam     2Story           8           5      1999
## 719        Norm   TwnhsE     1Story           6           5      2004
## 720        Norm   Duplex     SFoyer           6           5      1997
## 721        Norm     1Fam     1Story           7           5      2004
## 722        Norm     1Fam     1Story           7           6      2007
## 723        Norm     1Fam     1Story           7           5      2007
## 724        Norm     1Fam     1Story           5           5      1966
## 725        Norm     1Fam     SFoyer           5           5      1976
## 726        Norm     1Fam     1Story           6           6      1976
## 727        Norm     1Fam       SLvl           6           6      1977
## 728        Norm     1Fam     2Story           6           7      1976
## 729        Norm     1Fam     1Story           5           7      1959
## 730        Norm   Duplex     1Story           4           5      1955
## 731        Norm   Duplex     1Story           4           5      1955
## 732        Norm   2fmCon     1Story           4           5      1955
## 733        Norm     1Fam     1.5Fin           5           7      1938
## 734        Norm     1Fam     1.5Fin           5           8      1947
## 735        Norm     1Fam     1Story           4           5      1953
## 736        Norm     1Fam       SLvl           4           6      1954
## 737        Norm     1Fam     1.5Fin           4           7      1923
## 738        Norm     1Fam     1Story           7           8      1921
## 739        Norm   Duplex     2.5Unf           6           7      1930
## 740        Norm     1Fam     2Story           6           6      1926
## 741        Norm     1Fam     1.5Fin           6           6      1914
## 742        Norm     1Fam     2Story           8           9      1925
## 743        Norm     1Fam     2Story           6           3      1923
## 744        Norm     1Fam     1.5Fin           5           6      1937
## 745        Norm     1Fam     1.5Fin           5           4      1938
## 746        Norm     1Fam     1Story           6           5      1951
## 747        Norm     1Fam     2Story           8           6      1935
## 748        Norm     1Fam     1.5Fin           7           9      1950
## 749        Norm     1Fam     1Story           5           5      1956
## 750        Norm    Twnhs     2Story           6           6      1980
## 751        Norm     1Fam     1Story           6           8      1926
## 752        Norm     1Fam     1.5Fin           6           8      1940
## 753        Norm     1Fam     1.5Fin           5           7      1930
## 754        Norm     1Fam       SLvl           5           5      1967
## 755        Norm     1Fam     1Story           5           7      1930
## 756        Norm     1Fam     1.5Fin           5           5      1958
## 757        Norm     1Fam     1Story           1           5      1952
## 758        Norm     1Fam     2Story           4           7      1895
## 759        Norm     1Fam     1.5Fin           4           7      1910
## 760        Norm     1Fam     2Story           4           6      1920
## 761        Norm   TwnhsE     1Story           8           5      2007
## 762        Norm   TwnhsE     1Story           7           5      2004
## 763        Norm     1Fam     1Story           7           5      1996
## 764        Norm     1Fam     2Story           7           5      1996
## 765        Norm   Duplex     2Story           5           4      1976
## 766        Norm     1Fam     1Story           4           5      1991
## 767        Norm   TwnhsE     1Story           7           6      1986
## 768        Norm     1Fam     1Story           8           5      2006
## 769        Norm     1Fam     2Story           8           5      2007
## 770        Norm     1Fam       SLvl           5           5      2006
## 771        Norm     1Fam     2Story           7           5      2008
## 772        Norm     1Fam     1Story           6           5      1989
## 773        Norm     1Fam     1Story           6           5      1986
## 774        Norm     1Fam     1Story           8           5      2003
## 775        Norm     1Fam     1Story           6           5      1999
## 776        Norm     1Fam     1Story           8           5      2007
## 777        Norm     1Fam     1Story           8           5      2005
## 778        Norm   Duplex     SFoyer           7           5      1997
## 779      Artery     1Fam     1Story           5           5      2007
## 780        Norm   TwnhsE     1Story           6           5      1997
## 781        Norm     1Fam     SFoyer           4           5      1964
## 782        Norm   TwnhsE     1Story           5           6      1975
## 783        Norm   TwnhsE     2Story           5           7      1976
## 784        Norm    Twnhs     SFoyer           4           7      1973
## 785        Norm    Twnhs       SLvl           4           6      1973
## 786        Norm     1Fam     1Story           5           6      1968
## 787        Norm    Twnhs     2Story           6           9      1970
## 788        Norm     1Fam     1Story           5           7      1983
## 789        Norm     1Fam     1Story           5           6      1982
## 790        Norm     1Fam     1Story           5           6      1984
## 791        Norm     1Fam     2.5Unf           5           1      1900
## 792        Norm     1Fam     1Story           6           6      1971
## 793        Norm     1Fam       SLvl           6           5      1997
## 794        Norm     1Fam       SLvl           6           5      1994
## 795        Norm     1Fam     2Story           6           5      1999
## 796        Norm     1Fam     2Story           7           5      1996
## 797        Norm     1Fam     2Story           6           5      1999
## 798        Norm     1Fam     1Story           7           5      1992
## 799        Norm     1Fam     2Story           6           5      1993
## 800        Norm     1Fam     1Story           6           6      1964
## 801        Norm   TwnhsE     1Story           8           5      1988
## 802        Norm   TwnhsE     1Story           8           5      1990
## 803        Norm     1Fam     2Story           8           5      2005
## 804        Norm     1Fam     1Story           9           5      2006
## 805        Norm   2fmCon     1Story           5           5      1969
## 806        Norm   TwnhsE     1Story           9           5      2006
## 807        Norm     1Fam     1Story           8           5      2006
## 808        PosA     1Fam     1Story          10           5      2006
## 809        Norm     1Fam     1Story           6           5      1984
## 810        Norm     1Fam     2Story           7           7      1981
## 811        Norm     1Fam     1Story           7           6      1978
## 812        Norm     1Fam     2Story           7           5      1979
## 813        Norm     1Fam     1Story           6           6      1984
## 814        Norm     1Fam     1Story           6           5      1979
## 815        Norm     1Fam     1Story           6           5      1971
## 816        Norm     1Fam       SLvl           7           6      1976
## 817        Norm     1Fam     2Story           6           6      1974
## 818        Norm     1Fam     1Story           5           6      1970
## 819        Norm     1Fam     1Story           5           5      1970
## 820        Norm     1Fam     1Story           4           7      1961
## 821        Norm   TwnhsE     1Story           6           5      2001
## 822        Norm   TwnhsE     1Story           6           5      1997
## 823        Norm    Twnhs     2Story           6           6      1973
## 824        Norm    Twnhs     2Story           6           5      1973
## 825        Norm    Twnhs     1Story           7           7      1978
## 826        Norm     1Fam     1Story           5           6      1966
## 827        Norm     1Fam     1Story           9           5      2006
## 828        Norm     1Fam     1Story           8           5      2006
## 829        Norm     1Fam     1Story           8           5      2007
## 830        Norm     1Fam     2Story           9           5      2007
## 831        Norm     1Fam     2Story           8           5      2006
## 832        Norm     1Fam     1Story          10           5      2005
## 833        Norm     1Fam     1Story           9           5      2007
## 834        Norm     1Fam     2Story           9           5      2005
## 835        Norm     1Fam     1Story          10           5      2007
## 836        Norm     1Fam     2Story           8           5      2007
## 837        Norm     1Fam     2Story           8           5      2007
## 838        Norm     1Fam     1Story           9           5      2006
## 839        Norm     1Fam     2Story           8           5      2004
## 840        Norm     1Fam     2Story           8           5      2003
## 841        Norm     1Fam     2Story           8           5      2007
## 842        Norm     1Fam     1Story           7           5      2005
## 843        Norm     1Fam     1Story           8           5      2005
## 844        Norm     1Fam     2Story           8           5      2006
## 845        Norm    Twnhs     1Story           6           5      2005
## 846        Norm    Twnhs     1Story           6           5      2005
## 847        Norm   TwnhsE     1Story           6           5      2005
## 848        Norm    Twnhs     1Story           8           5      2006
## 849        Norm   TwnhsE     1Story           9           5      2005
## 850        Norm   TwnhsE     1Story           8           5      2006
## 851        Norm   TwnhsE     1Story           7           5      2003
## 852        Norm     1Fam     2Story           6           5      2007
## 853        Norm     1Fam     2Story           6           5      2005
## 854        Norm     1Fam     2Story           7           5      2006
## 855        Norm     1Fam     2Story           6           5      2006
## 856        Norm     1Fam     2Story           6           5      2006
## 857        Norm     1Fam     1Story           6           5      2005
## 858        Norm     1Fam     2Story           6           5      2007
## 859        Norm     1Fam     2Story           7           5      2007
## 860        Norm     1Fam     1Story           7           6      2007
## 861        Norm   TwnhsE     1Story           8           5      2003
## 862        Norm     1Fam     1Story           7           5      2007
## 863        Norm     1Fam       SLvl           7           5      2004
## 864        Norm     1Fam       SLvl           7           5      2004
## 865        Norm     1Fam     1Story           7           5      2006
## 866        Norm     1Fam       SLvl           7           5      2003
## 867        Norm     1Fam     2Story           7           5      2003
## 868        Norm     1Fam     2Story           7           5      2002
## 869        Norm     1Fam     2Story           6           5      2000
## 870        Norm     1Fam     2Story           6           5      1999
## 871        Norm     1Fam     2Story           8           5      1997
## 872        Norm     1Fam     2Story           9           5      1998
## 873        Norm     1Fam     2Story           8           5      1998
## 874        Norm     1Fam     2Story           7           5      1998
## 875        Norm     1Fam     2Story           8           5      1992
## 876        Norm     1Fam     2Story           8           5      1996
## 877        Norm     1Fam     1Story           7           6      2007
## 878        Norm     1Fam     1Story           8           5      2007
## 879        Norm     1Fam     1Story           8           5      2006
## 880        Norm     1Fam     1Story          10           5      2007
## 881        Norm     1Fam     1Story           7           5      2007
## 882        Norm     1Fam     1Story           8           5      2005
## 883        Norm     1Fam     1Story           7           5      2005
## 884        Norm     1Fam     2Story           7           5      2006
## 885        Norm     1Fam     2Story           8           5      2006
## 886        Norm     1Fam     1Story           8           5      2007
## 887        Norm     1Fam     1Story           7           5      2006
## 888        Norm     1Fam     2Story           8           5      2007
## 889        Norm     1Fam     2Story           5           5      2007
## 890        Norm     1Fam     2Story           8           5      2007
## 891        Norm     1Fam     1Story           8           5      2007
## 892        Norm     1Fam     1Story           8           5      2006
## 893        Norm     1Fam     2Story           6           5      2004
## 894        Norm     1Fam     1Story           6           5      2006
## 895        Norm     1Fam     1Story           7           5      2006
## 896        Norm     1Fam     1Story           5           5      2003
## 897        Norm     1Fam     1Story           7           5      2006
## 898        Norm     1Fam     2Story           6           5      1993
## 899        Norm   TwnhsE     2Story           6           5      1980
## 900        Norm     1Fam     1Story           5           5      1977
## 901        Norm     1Fam     1Story           5           7      1968
## 902        Norm     1Fam     2Story           7           5      1990
## 903        Norm     1Fam     1Story           5           5      1974
## 904        Norm     1Fam     1Story           6           7      1973
## 905        Norm   TwnhsE     1Story           8           5      2004
## 906        Norm   TwnhsE     1Story           8           5      2006
## 907        Norm   TwnhsE     1Story           8           5      2006
## 908        Norm   TwnhsE     1Story           7           5      2006
## 909        Norm   TwnhsE     1Story           8           5      2006
## 910        Norm    Twnhs     2Story           6           5      1999
## 911        Norm    Twnhs     2Story           6           5      2000
## 912        Norm     1Fam     1Story           7           5      1999
## 913        Norm     1Fam     2Story           8           5      2003
## 914        Norm     1Fam     2Story           8           5      1998
## 915        Norm   TwnhsE     1Story           8           5      1994
## 916        Norm     1Fam     1Story           7           6      1980
## 917        Norm     1Fam     1Story           8           5      1981
## 918        Norm     1Fam     1Story           6           6      1968
## 919        Norm     1Fam     2Story           6           6      1970
## 920        Norm     1Fam     SFoyer           6           6      1969
## 921        Norm     1Fam     1Story           6           5      1968
## 922        Norm     1Fam     1Story           7           7      1972
## 923        Norm     1Fam     1Story           7           6      1993
## 924        Norm     1Fam     2Story           7           6      1993
## 925        Norm     1Fam     1Story           6           7      1966
## 926        Norm     1Fam     1Story           6           5      1963
## 927        Norm     1Fam     1Story           5           6      1967
## 928        Norm   Duplex     1Story           4           5      1964
## 929        Norm     1Fam     1Story           5           5      1956
## 930        Norm     1Fam     1Story           5           5      1961
## 931        Norm     1Fam     1Story           5           7      1961
## 932        Norm     1Fam     1Story           5           7      1960
## 933        Norm     1Fam     1Story           7           6      1966
## 934        Norm     1Fam       SLvl           6           5      1965
## 935        Norm     1Fam     2Story           6           7      1964
## 936        Norm     1Fam     1Story           6           5      1964
## 937        Norm     1Fam     1Story           6           7      1959
## 938        Norm     1Fam     1.5Unf           5           7      1940
## 939        Norm     1Fam     1Story           3           3      1946
## 940        Norm     1Fam     1.5Fin           3           5      1945
## 941       Feedr     1Fam     1Story           5           8      1958
## 942        Norm     1Fam     1Story           5           6      1955
## 943        Norm   Duplex     1Story           5           5      1968
## 944        Norm     1Fam     SFoyer           5           6      1966
## 945        Norm     1Fam       SLvl           6           5      1961
## 946        Norm     1Fam     1Story           6           7      1957
## 947        Norm     1Fam     1Story           5           6      1956
## 948        Norm     1Fam     1Story           5           7      1963
## 949        Norm     1Fam     1Story           5           5      1960
## 950        Norm     1Fam     1Story           6           6      1957
## 951        Norm     1Fam     1Story           5           5      1957
## 952        Norm     1Fam     1Story           5           6      1955
## 953        Norm     1Fam     1Story           5           5      1955
## 954        Norm     1Fam     1Story           5           9      1953
## 955        Norm   Duplex     1Story           5           5      1958
## 956        Norm     1Fam     1Story           6           6      1952
## 957        Norm     1Fam     1Story           6           7      1953
## 958        Norm     1Fam     1Story           5           8      1956
## 959        Norm     1Fam     1.5Fin           4           4      1955
## 960        Norm     1Fam     1Story           5           5      1955
## 961        Norm     1Fam     1Story           4           6      1953
## 962        Norm     1Fam     1Story           5           5      1952
## 963        Norm     1Fam     1.5Fin           4           7      1890
## 964        Norm     1Fam     1.5Fin           5           6      1953
## 965        Norm     1Fam     2Story           5           4      1935
## 966        Norm     1Fam     1.5Fin           4           7      1925
## 967        Norm     1Fam     2Story           5           9      1895
## 968        Norm     1Fam       SLvl           7           5      1963
## 969        Norm     1Fam     1Story           5           7      1961
## 970        Norm     1Fam     1Story           6           6      1968
## 971        Norm     1Fam     1Story           5           3      1950
## 972        Norm     1Fam     1Story           5           7      1959
## 973        Norm     1Fam     1Story           5           6      1958
## 974        Norm     1Fam     1Story           5           5      1960
## 975        Norm     1Fam     1Story           5           5      1960
## 976        Norm     1Fam     1Story           5           6      1961
## 977        Norm     1Fam     1Story           5           5      1962
## 978        Norm     1Fam     SFoyer           5           5      1962
## 979        Norm     1Fam     1Story           5           7      1926
## 980        Norm     1Fam     1.5Fin           6           6      1927
## 981        Norm     1Fam     1Story           5           5      1922
## 982        Norm     1Fam     1Story           5           6      1920
## 983        Norm     1Fam     1Story           5           8      1940
## 984        Norm     1Fam     1.5Fin           5           8      1900
## 985        Norm     1Fam     1.5Fin           4           6      1900
## 986        Norm     1Fam     2Story           4           8      1900
## 987        Norm     1Fam     2Story           8           9      1910
## 988        Norm     1Fam     2Story           6           6      1927
## 989        Norm     1Fam     2Story           5           7      1910
## 990        Norm     1Fam     1.5Fin           6           8      1910
## 991        Norm     1Fam     2Story           5           7      1930
## 992        Norm     1Fam     2.5Unf           7           8      1879
## 993        Norm     1Fam     1Story           4           6      1956
## 994        Norm     1Fam       SLvl           4           7      1949
## 995        Norm     1Fam     1Story           5           7      1925
## 996      Artery     1Fam     1.5Fin           5           6      1950
## 997        Norm     1Fam     1.5Fin           5           7      1939
## 998        Norm     1Fam     2Story           6           6      1939
## 999        Norm     1Fam     1.5Unf           5           7      1939
## 1000       Norm     1Fam     1.5Fin           6           5      1938
## 1001       Norm     1Fam     1.5Fin           5           8      1939
## 1002       Norm     1Fam     1.5Fin           5           7      1930
## 1003       Norm     1Fam     1.5Fin           5           6      1926
## 1004       Norm     1Fam     2Story           6           8      1918
## 1005       Norm     1Fam     1.5Fin           6           7      1920
## 1006       Norm     1Fam     1.5Fin           5           5      1926
## 1007       Norm     1Fam     2Story           7           6      1929
## 1008       Norm     1Fam     1.5Fin           5           4      1901
## 1009       Norm     1Fam     1.5Fin           5           3      1901
## 1010       Norm     1Fam       SLvl           6           6      1963
## 1011       Norm     1Fam     2Story           7           9      1950
## 1012       Norm     1Fam     1.5Fin           6           5      1915
## 1013       Norm   2fmCon     1.5Fin           4           6      1958
## 1014       Norm     1Fam     1.5Fin           4           1      1910
## 1015       Norm     1Fam     2Story           7           8      1937
## 1016       Norm   2fmCon     1.5Fin           5           6      1942
## 1017       Norm   2fmCon     SFoyer           5           5      1963
## 1018       Norm     1Fam     SFoyer           5           5      1964
## 1019       Norm     1Fam     1Story           4           3      1964
## 1020       Norm     1Fam       SLvl           5           8      1964
## 1021       Norm     1Fam     1Story           5           4      1966
## 1022       Norm   2fmCon     1Story           5           6      1971
## 1023       Norm     1Fam     1Story           5           5      1968
## 1024       Norm     1Fam     1Story           5           5      1967
## 1025       Norm     1Fam     1Story           5           7      1966
## 1026       Norm     1Fam     1Story           5           5      1956
## 1027       Norm     1Fam     2Story           5           4      1920
## 1028       Norm     1Fam     1.5Fin           7           8      1940
## 1029       Norm     1Fam     1Story           6           5      1954
## 1030       Norm     1Fam     1Story           5           6      1958
## 1031       Norm     1Fam     1Story           4           7      1945
## 1032       Norm     1Fam     1Story           6           5      1984
## 1033       Norm     1Fam     1Story           5           7      1948
## 1034       Norm     1Fam     1Story           5           5      1953
## 1035       Norm     1Fam     1Story           4           5      1946
## 1036       Norm     1Fam     1Story           6           7      1954
## 1037       Norm     1Fam     1.5Fin           6           6      1954
## 1038       Norm     1Fam     1Story           5           5      1958
## 1039       Norm     1Fam     1Story           4           5      1958
## 1040       Norm   TwnhsE     1Story           5           6      1984
## 1041       Norm     1Fam     1Story           5           6      1951
## 1042       Norm     1Fam     1.5Fin           5           6      1951
## 1043       Norm     1Fam     1.5Fin           4           5      1920
## 1044       Norm     1Fam     1.5Fin           6           5      1984
## 1045       Norm     1Fam     2Story           7           5      1994
## 1046       Norm     1Fam     1Story           8           5      2007
## 1047       Norm     1Fam     1Story           8           5      2006
## 1048       Norm     1Fam     1Story           8           5      2007
## 1049       Norm     1Fam     1Story           7           5      2005
## 1050       Norm     1Fam     1Story           8           5      2006
## 1051       Norm     1Fam     1Story           7           5      2005
## 1052       Norm     1Fam     2Story           7           5      2005
## 1053       Norm     1Fam     2Story           7           5      1988
## 1054       Norm     1Fam     1Story           8           6      1976
## 1055       Norm     1Fam     1Story           5           5      1994
## 1056       Norm     1Fam     2Story           6           6      1997
## 1057       Norm     1Fam     1Story           5           7      1994
## 1058       Norm     1Fam     1Story           5           5      1996
## 1059       Norm     1Fam     2Story           7           5      1999
## 1060       Norm     1Fam     2Story           7           5      1998
## 1061       Norm     1Fam     2Story           7           5      2001
## 1062       Norm     1Fam     2Story           7           5      2000
## 1063       Norm     1Fam     1Story           5           5      1974
## 1064       Norm     1Fam       SLvl           5           5      1976
## 1065       Norm     1Fam       SLvl           5           7      1977
## 1066       Norm     1Fam     1Story           5           5      1977
## 1067       Norm     1Fam     1Story           5           4      1977
## 1068       Norm     1Fam     1Story           5           6      1975
## 1069       Norm     1Fam     1Story           5           5      1972
## 1070       Norm     1Fam     1Story           4           8      1972
## 1071       Norm     1Fam     1Story           7           5      2000
## 1072       Norm     1Fam     2Story           7           5      2003
## 1073       Norm     1Fam     2Story           7           5      2002
## 1074       Norm     1Fam     1Story           8           5      1994
## 1075       Norm     1Fam     2Story           8           5      2001
## 1076       Norm     1Fam     2Story           7           5      1996
## 1077       Norm     1Fam     1Story           8           5      1999
## 1078       Norm     1Fam     2Story           7           5      2007
## 1079       Norm     1Fam     1Story           7           5      2005
## 1080       Norm     1Fam     1Story           6           5      2006
## 1081       Norm     1Fam     2Story           7           5      2006
## 1082       Norm     1Fam     2Story           5           5      2005
## 1083       Norm     1Fam     SFoyer           5           5      1967
## 1084       Norm     1Fam     1Story           4           6      1963
## 1085       Norm     1Fam     1.5Fin           5           6      1925
## 1086       Norm     1Fam     1Story           6           6      1960
## 1087       Norm     1Fam       SLvl           6           6      1976
## 1088       Norm   Duplex     2Story           5           6      1979
## 1089       Norm     1Fam     2Story           5           5      2005
## 1090       Norm   TwnhsE     SFoyer           6           5      2005
## 1091       Norm     1Fam     1Story           5           7      1959
## 1092       Norm   Duplex     1Story           4           3      1955
## 1093       Norm   Duplex     1Story           5           6      1946
## 1094       Norm     1Fam     1.5Fin           6           8      1920
## 1095       Norm     1Fam     1Story           4           5      1955
## 1096       Norm     1Fam     1Story           4           5      1955
## 1097       Norm   Duplex     2Story           5           6      1923
## 1098       Norm     1Fam     1Story           5           5      1926
## 1099       Norm     1Fam     1.5Fin           6           7      1921
## 1100       Norm     1Fam     2Story           7           8      1930
## 1101       Norm     1Fam     2Story           6           7      1921
## 1102       Norm     1Fam     2Story           6           8      1926
## 1103       Norm     1Fam     2.5Unf           7           7      1927
## 1104       Norm     1Fam     1Story           5           5      1951
## 1105       Norm     1Fam     1.5Fin           4           6      1930
## 1106       Norm   2fmCon     1.5Fin           5           5      1941
## 1107       Norm     1Fam     1Story           6           4      1960
## 1108       Norm     1Fam     1Story           6           6      1968
## 1109       Norm    Twnhs     2Story           6           6      1980
## 1110       Norm     1Fam     1Story           4           5      1995
## 1111       Norm   TwnhsE     1Story           8           5      1988
## 1112       Norm     1Fam     1Story           7           5      1971
## 1113       Norm     1Fam     1Story           8           5      1986
## 1114       Norm     1Fam     1.5Fin           6           7      1940
## 1115       Norm     1Fam     1.5Fin           5           7      1925
## 1116       Norm     1Fam     2Story           5           6      1923
## 1117       Norm     1Fam     1Story           5           7      1922
## 1118       Norm     1Fam     1.5Fin           2           4      1939
## 1119       Norm   2fmCon     2Story           5           6      1895
## 1120       Norm     1Fam     1Story           4           6      1957
## 1121       Norm     1Fam     1Story           5           9      1930
## 1122       Norm   TwnhsE     1Story           8           5      2006
## 1123       Norm     1Fam     SFoyer           6           6      1979
## 1124       Norm     1Fam     1Story           5           5      2002
## 1125       Norm     1Fam     1Story           7           5      2002
## 1126       Norm     1Fam     1Story           7           5      1991
## 1127       Norm     1Fam       SLvl           7           6      1975
## 1128       Norm     1Fam     SFoyer           6           6      1974
## 1129       Norm   TwnhsE     1Story           7           6      1987
## 1130       Norm     1Fam     1Story           6           8      1958
## 1131       Norm     1Fam     1Story           7           5      2006
## 1132       Norm     1Fam     1Story           8           5      2006
## 1133       Norm     1Fam     1Story           7           7      1985
## 1134       Norm     1Fam     1Story           8           5      2001
## 1135       Norm     1Fam     1Story           8           5      2002
## 1136       Norm     1Fam     1Story           6           5      1996
## 1137       Norm     1Fam     2Story           7           5      2003
## 1138       PosA     1Fam     1Story          10           5      2006
## 1139       Norm     1Fam     1Story           3           5      1953
## 1140       Norm   TwnhsE     SFoyer           6           5      1996
## 1141       Norm    Twnhs     2Story           4           4      1972
## 1142       Norm    Twnhs       SLvl           4           5      1970
## 1143       Norm   TwnhsE     2Story           4           6      1970
## 1144       Norm    Twnhs     2Story           4           3      1976
## 1145       Norm     1Fam     SFoyer           5           5      1977
## 1146       Norm     1Fam       SLvl           6           6      1977
## 1147       Norm     1Fam     1Story           5           6      1977
## 1148       Norm     1Fam     2Story           5           7      1977
## 1149       Norm     1Fam     SFoyer           5           7      1971
## 1150       Norm     1Fam     1Story           4           3      1961
## 1151       Norm     1Fam     1Story           5           6      1976
## 1152       Norm     1Fam     1Story           5           7      1983
## 1153       Norm     1Fam     1Story           5           6      1984
## 1154       Norm     1Fam     1Story           6           5      1954
## 1155       Norm     1Fam     1Story           6           6      1956
## 1156       Norm     1Fam     1Story           5           5      1957
## 1157       Norm     1Fam     1Story           6           6      1957
## 1158       Norm     1Fam     1Story           7           6      1969
## 1159       Norm     1Fam     2Story           6           5      1997
## 1160       Norm     1Fam     2Story           6           5      1995
## 1161       Norm     1Fam     2Story           6           5      1996
## 1162       Norm     1Fam     2Story           8           5      2005
## 1163       Norm     1Fam     2Story           7           5      2005
## 1164       Norm     1Fam     2Story           8           5      1994
## 1165       Norm     1Fam     1Story           6           6      1993
## 1166       Norm   TwnhsE     1Story           8           5      1987
## 1167       Norm     1Fam     2Story           9           5      2005
## 1168       Norm     1Fam     2Story          10           5      2006
## 1169       Norm     1Fam     2Story           9           5      2006
## 1170       Norm     1Fam     2Story          10           5      2006
## 1171       Norm     1Fam     2Story           9           5      2005
## 1172       Norm   TwnhsE     1Story           9           5      2005
## 1173       Norm     1Fam     1Story           9           5      2005
## 1174       Norm     1Fam     SFoyer           6           6      1980
## 1175       Norm     1Fam     2Story           7           5      1978
## 1176       Norm     1Fam     SFoyer           7           5      1976
## 1177       Norm     1Fam     2Story           7           5      2005
## 1178       Norm     1Fam       SLvl           6           6      1975
## 1179       Norm     1Fam     1Story           6           6      1974
## 1180       Norm     1Fam     1Story           4           4      1971
## 1181       Norm   TwnhsE     1Story           6           5      2002
## 1182       Norm   TwnhsE     2Story           6           5      1973
## 1183       Norm   TwnhsE     2Story           5           6      1973
## 1184       Norm    Twnhs     2Story           6           7      1972
## 1185       Norm    Twnhs     2Story           6           5      1972
## 1186       Norm    Twnhs     2Story           6           5      1972
## 1187       Norm   TwnhsE     1Story           6           5      1975
## 1188       Norm     1Fam     1Story           5           7      1967
## 1189       Norm    Twnhs     1Story           7           7      1976
## 1190       Norm    Twnhs     2Story           6           5      1976
## 1191       Norm     1Fam     2Story           9           5      2006
## 1192       Norm     1Fam     1Story           8           5      2004
## 1193       Norm     1Fam     1Story           7           5      2006
## 1194       Norm     1Fam     1Story           9           5      2005
## 1195       Norm     1Fam     2Story           9           5      2005
## 1196       Norm     1Fam     2Story           9           5      2005
## 1197       Norm     1Fam     2Story           8           5      2005
## 1198       Norm     1Fam     2Story           8           5      2006
## 1199       Norm     1Fam     2Story           8           5      2005
## 1200       Norm     1Fam     1Story           9           5      2005
## 1201       Norm     1Fam     1Story           9           5      2004
## 1202       Norm     1Fam     2Story           8           5      2004
## 1203       Norm   TwnhsE     1Story           9           5      2005
## 1204       Norm   TwnhsE     1Story           9           5      2006
## 1205       Norm   TwnhsE     1Story           9           5      2006
## 1206       Norm     1Fam     2Story           6           5      2005
## 1207       Norm     1Fam     2Story           7           5      2006
## 1208       Norm     1Fam     1Story           6           5      2006
## 1209       Norm     1Fam     2Story           8           5      2004
## 1210       Norm     1Fam     2Story           7           5      2006
## 1211       Norm   TwnhsE     1Story           7           5      2006
## 1212       Norm   TwnhsE     1Story           7           5      2002
## 1213       Norm   TwnhsE     1Story           7           5      2004
## 1214       Norm   TwnhsE     1Story           7           5      2005
## 1215       Norm     1Fam     2Story           7           5      2004
## 1216       Norm     1Fam     2Story           6           5      2000
## 1217       Norm     1Fam     2Story           7           5      2006
## 1218       Norm     1Fam     2Story           8           5      1998
## 1219       Norm     1Fam     2Story           8           5      2000
## 1220       Norm     1Fam     2Story           9           5      2000
## 1221       Norm     1Fam     2Story           8           5      1995
## 1222       Norm     1Fam     2Story           9           5      1993
## 1223       Norm     1Fam     2Story           8           5      1994
## 1224       Norm     1Fam     2Story           8           5      1993
## 1225       Norm     1Fam     2Story           8           5      2005
## 1226       Norm     1Fam     1Story           8           5      2006
## 1227       Norm     1Fam     1Story           8           5      2006
## 1228       Norm     1Fam     1Story           8           5      2006
## 1229       Norm     1Fam     2Story           9           5      2006
## 1230       Norm     1Fam     2Story           6           5      2005
## 1231       Norm     1Fam     1Story           6           5      2005
## 1232       Norm     1Fam     1Story           7           5      2005
## 1233       Norm     1Fam     1Story           6           5      2005
## 1234       Norm     1Fam     2Story           7           5      2005
## 1235       Norm     1Fam     2Story           7           5      2005
## 1236       Norm     1Fam     2Story           6           5      1997
## 1237       Norm     1Fam     2Story           6           5      1992
## 1238       Norm   TwnhsE     1Story           6           5      1990
## 1239       Norm   TwnhsE     1Story           6           5      1991
## 1240       Norm     1Fam     2Story           6           5      1994
## 1241       Norm     1Fam     1Story           5           4      1962
## 1242       Norm   Duplex     1.5Fin           6           6      1977
## 1243       Norm     1Fam     1Story           5           6      1962
## 1244       Norm     1Fam     1Story           5           5      1965
## 1245       Norm     1Fam     1Story           5           6      1968
## 1246       Norm     1Fam     1Story           5           6      1963
## 1247       Norm     1Fam     1Story           5           6      1965
## 1248       Norm     1Fam     1Story           5           6      1964
## 1249       Norm     1Fam     1Story           5           6      1967
##      YearRemodAdd RoofStyle RoofMatl Exterior1st Exterior2nd MasVnrType
## 1            1961     Gable  CompShg     VinylSd     VinylSd       None
## 2            1958       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 3            1998     Gable  CompShg     VinylSd     VinylSd       None
## 4            1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 5            1992     Gable  CompShg     HdBoard     HdBoard       None
## 6            1994     Gable  CompShg     HdBoard     HdBoard       None
## 7            2007     Gable  CompShg     HdBoard     HdBoard       None
## 8            1998     Gable  CompShg     VinylSd     VinylSd       None
## 9            1990     Gable  CompShg     HdBoard     HdBoard       None
## 10           1970     Gable  CompShg     Plywood     Plywood       None
## 11           1999     Gable  CompShg     MetalSd     MetalSd       None
## 12           1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 13           1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 14           1975     Gable  CompShg     Plywood     Brk Cmn       None
## 15           1975     Gable  CompShg     Plywood     Brk Cmn       None
## 16           2010     Gable  CompShg     VinylSd     VinylSd      Stone
## 17           2010     Gable  CompShg     VinylSd     VinylSd      Stone
## 18           2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 19           2006       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 20           2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 21           2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 22           2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 23           2005     Gable  CompShg     VinylSd     VinylSd       None
## 24           2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 25           2004     Gable  CompShg     VinylSd     VinylSd       None
## 26           2004     Gable  CompShg     VinylSd     VinylSd       None
## 27           1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 28           2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 29           2010       Hip  CompShg     VinylSd     VinylSd       None
## 30           2005     Gable  CompShg     VinylSd     VinylSd       None
## 31           2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 32           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 33           2002       Hip  CompShg     Plywood     Plywood     BrkCmn
## 34           1993     Gable  CompShg     HdBoard     ImStucc    BrkFace
## 35           1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 36           2005     Gable  CompShg     MetalSd     MetalSd       None
## 37           2004     Gable  CompShg     VinylSd     VinylSd       None
## 38           2004     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 39           2005     Gable  CompShg     MetalSd     MetalSd       None
## 40           2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 41           2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 42           2003     Gable  CompShg     VinylSd     VinylSd       None
## 43           2010     Gable  CompShg     CemntBd     CmentBd       None
## 44           2000     Gable  CompShg     VinylSd     VinylSd       None
## 45           2002     Gable  CompShg     VinylSd     VinylSd       None
## 46           1967       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 47           1993     Gable  CompShg     MetalSd     MetalSd       None
## 48           1978     Gable  CompShg     MetalSd     MetalSd       None
## 49           1971     Gable  CompShg     MetalSd     MetalSd       None
## 50           1966       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 51           1966       Hip  CompShg     HdBoard     HdBoard       None
## 52           1967     Gable  CompShg     Wd Sdng     Plywood    BrkFace
## 53           1964     Gable  CompShg     HdBoard     HdBoard       None
## 54           2001       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 55           2002     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 56           1950     Gable  CompShg     MetalSd     MetalSd      Stone
## 57           2008     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 58           1958     Gable  CompShg     HdBoard     HdBoard       None
## 59           2009     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 60           1959       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 61           1959       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 62           1959     Gable  CompShg     Wd Sdng     Wd Sdng      Stone
## 63           1956     Gable  CompShg     MetalSd     MetalSd       None
## 64           1952     Gable  CompShg     WdShing     Wd Shng       None
## 65           1955     Gable  CompShg     MetalSd     MetalSd       None
## 66           1958     Gable  CompShg     MetalSd     MetalSd       None
## 67           1994     Gable  CompShg     MetalSd     MetalSd       None
## 68           2004     Gable  CompShg     WdShing     Wd Shng       None
## 69           1960     Gable  CompShg     BrkFace     Wd Sdng       None
## 70           1984       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 71           1954       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 72           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 73           1957       Hip  CompShg     MetalSd     MetalSd       None
## 74           2000     Gable  CompShg     MetalSd     MetalSd       None
## 75           2009     Gable  CompShg     VinylSd     VinylSd       None
## 76           1962     Gable  CompShg     MetalSd     MetalSd       None
## 77           1970     Gable  CompShg     AsbShng     AsbShng       None
## 78           2003     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 79           2002     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 80           1950     Gable  CompShg     MetalSd     MetalSd       None
## 81           1994     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 82           1997     Gable  CompShg     MetalSd     MetalSd       None
## 83           2005     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 84           1950     Gable  CompShg     MetalSd     MetalSd       None
## 85           1950     Gable  CompShg     MetalSd     MetalSd       None
## 86           1950     Gable  CompShg     MetalSd     MetalSd       None
## 87           1950     Gable  CompShg     MetalSd     MetalSd      Stone
## 88           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 89           1980     Gable  CompShg     VinylSd     VinylSd       None
## 90           1950     Gable  CompShg     MetalSd     MetalSd       None
## 91           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 92           1950     Gable  CompShg     MetalSd     MetalSd       None
## 93           2009     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 94           1993     Gable  CompShg     VinylSd     VinylSd       None
## 95           1959     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 96           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 97           1950     Gable  CompShg     Wd Sdng     Wd Shng       None
## 98           1950     Gable  CompShg     VinylSd     VinylSd       None
## 99           1950   Gambrel  CompShg     Wd Sdng      Stucco       None
## 100          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 101          1967     Gable  Tar&Grv     Plywood     Plywood    BrkFace
## 102          2008       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 103          1968       Hip  CompShg     HdBoard     HdBoard       None
## 104          1978     Gable  CompShg     Plywood     Plywood       None
## 105          1968     Gable  CompShg     HdBoard     HdBoard       None
## 106          2001       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 107          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 108          1992     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 109          1990     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 110          1987     Gable  CompShg     Wd Sdng     Plywood       None
## 111          1979     Gable  CompShg     WdShing     Wd Shng       None
## 112          1998     Gable  CompShg     WdShing     Wd Shng       None
## 113          2010     Gable  CompShg     VinylSd     VinylSd      Stone
## 114          1964     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 115          1987     Gable  CompShg     Plywood     Plywood    BrkFace
## 116          1993     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 117          2010     Gable  CompShg     VinylSd     VinylSd      Stone
## 118          1993     Gable  CompShg     Wd Sdng     Plywood       None
## 119          1996     Gable  CompShg     VinylSd     VinylSd       None
## 120          1998     Gable  CompShg     VinylSd     VinylSd       None
## 121          2004     Gable  CompShg     CemntBd     CmentBd       None
## 122          1972     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 123          2003       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 124          1997     Gable  CompShg     VinylSd     VinylSd       None
## 125          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 126          2007     Gable  CompShg     VinylSd     VinylSd       None
## 127          1954     Gable  CompShg     VinylSd     VinylSd       None
## 128          1968     Gable  CompShg     MetalSd     MetalSd       None
## 129          1950     Gable  CompShg     VinylSd     VinylSd       None
## 130          1975     Gable  CompShg     Plywood     Plywood       None
## 131          1958       Hip  CompShg     WdShing     Wd Shng       None
## 132          1999     Gable  CompShg     MetalSd     VinylSd    BrkFace
## 133          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 134          1967      Flat  Tar&Grv     Plywood      CBlock       None
## 135          1950     Gable  CompShg     VinylSd     VinylSd       None
## 136          1985     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 137          1991     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 138          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 139          1989     Gable  CompShg     HdBoard     HdBoard       None
## 140          1989     Gable  CompShg     HdBoard     HdBoard       None
## 141          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 142          1975     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 143          1950       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 144          2005       Hip  CompShg     CemntBd     CmentBd      Stone
## 145          1999     Gable  CompShg     VinylSd     VinylSd       None
## 146          1977     Gable  CompShg     Plywood     Plywood       None
## 147          1976     Gable  CompShg     Plywood     Plywood       None
## 148          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 149          2010     Gable  CompShg     VinylSd     VinylSd       None
## 150          2007     Gable  CompShg     VinylSd     VinylSd       None
## 151          1977       Hip  CompShg     Plywood     HdBoard       None
## 152          2005     Gable  CompShg     VinylSd     VinylSd       None
## 153          1999     Gable  CompShg     VinylSd     VinylSd       None
## 154          1973     Gable  CompShg     CemntBd     CmentBd       None
## 155          1970     Gable  CompShg     CemntBd     CmentBd       None
## 156          1970     Gable  CompShg     CemntBd     CmentBd       None
## 157          1972     Gable  CompShg     CemntBd     CmentBd       None
## 158          2004     Gable  CompShg     VinylSd     VinylSd       None
## 159          1984     Gable  CompShg     VinylSd     VinylSd       None
## 160          1986     Gable  CompShg     HdBoard     HdBoard       None
## 161          1991     Gable  CompShg     HdBoard     HdBoard       None
## 162          1969     Gable  CompShg     HdBoard     HdBoard       None
## 163          1995       Hip  CompShg     VinylSd     VinylSd       None
## 164          1994     Gable  CompShg     VinylSd     VinylSd       None
## 165          1956     Gable  CompShg     MetalSd     MetalSd       None
## 166          1974       Hip  CompShg     Plywood     Plywood    BrkFace
## 167          1997     Gable  CompShg     VinylSd     VinylSd       None
## 168          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 169          1997     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 170          2005     Gable  CompShg     CemntBd     CmentBd       None
## 171          1998     Gable  CompShg     CemntBd     CmentBd       None
## 172          1996     Gable  CompShg     CemntBd     CmentBd       None
## 173          1998     Gable  CompShg     VinylSd     VinylSd       None
## 174          1999     Gable  CompShg     VinylSd     VinylSd       None
## 175          1995     Gable  CompShg     HdBoard     HdBoard       None
## 176          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 177          1977     Gable  CompShg     HdBoard     Wd Sdng    BrkFace
## 178          1978     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 179          1986     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 180          1991     Gable  CompShg     Plywood     Plywood    BrkFace
## 181          1998     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 182          2003     Gable  CompShg     CemntBd     CmentBd       None
## 183          2001     Gable  CompShg     VinylSd     VinylSd       None
## 184          2002     Gable  CompShg     VinylSd     VinylSd       None
## 185          1975     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 186          1974       Hip  CompShg     Plywood     Plywood    BrkFace
## 187          1975     Gable  CompShg     Plywood     Plywood       None
## 188          1970     Gable  CompShg     HdBoard     HdBoard       None
## 189          1971     Gable  CompShg     Plywood     Plywood    BrkFace
## 190          1970     Gable  CompShg     VinylSd     VinylSd       None
## 191          2006     Gable  CompShg     VinylSd     VinylSd       None
## 192          1973     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 193          1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 194          1976     Gable  CompShg     Plywood     Brk Cmn       None
## 195          1975     Gable  CompShg     Plywood     Brk Cmn       None
## 196          1977     Gable  CompShg     Plywood     Brk Cmn       None
## 197          1978     Gable  CompShg     Plywood     Brk Cmn       None
## 198          1978     Gable  CompShg     Plywood     Brk Cmn       None
## 199          1976     Gable  CompShg     Plywood     Brk Cmn       None
## 200          2004       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 201          2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 202          2009     Gable  CompShg     VinylSd     VinylSd       None
## 203          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 204          2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 205          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 206          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 207          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 208          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 209          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 210          2008       Hip  CompShg     VinylSd     VinylSd       None
## 211          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 212          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 213          2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 214          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 215          2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 216          2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 217          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 218          2005       Hip  CompShg     CemntBd     CmentBd      Stone
## 219          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 220          2009       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 221          2008       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 222          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 223          2003     Gable  CompShg     VinylSd     VinylSd      Stone
## 224          2005     Gable  CompShg     VinylSd     VinylSd       None
## 225          2006     Gable  CompShg     VinylSd     VinylSd       None
## 226          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 227          2005     Gable  CompShg     WdShing     Wd Shng       None
## 228          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 229          2004     Gable  CompShg     VinylSd     VinylSd       None
## 230          2003     Gable  CompShg     VinylSd     VinylSd       None
## 231          2003     Gable  CompShg     VinylSd     VinylSd       None
## 232          2002     Gable  CompShg     VinylSd     VinylSd       <NA>
## 233          2004     Gable  CompShg     VinylSd     VinylSd       None
## 234          2000     Gable  CompShg     VinylSd     VinylSd       None
## 235          2000     Gable  CompShg     VinylSd     VinylSd       None
## 236          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 237          1999     Gable  CompShg     VinylSd     VinylSd       None
## 238          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 239          1995       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 240          1996     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 241          1994     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 242          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 243          2008     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 244          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 245          2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 246          2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 247          2009     Gable  CompShg     VinylSd     VinylSd       <NA>
## 248          2008       Hip  CompShg     VinylSd     VinylSd       None
## 249          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 250          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 251          2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 252          2009       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 253          2007     Gable  CompShg     VinylSd     VinylSd       None
## 254          2004     Gable  CompShg     VinylSd     Wd Shng       None
## 255          2003     Gable  CompShg     VinylSd     VinylSd       None
## 256          2007     Gable  CompShg     VinylSd     VinylSd       None
## 257          2006     Gable  CompShg     VinylSd     VinylSd       None
## 258          2004     Gable  CompShg     VinylSd     VinylSd       None
## 259          2004     Gable  CompShg     VinylSd     VinylSd       None
## 260          2004     Gable  Tar&Grv     VinylSd     VinylSd    BrkFace
## 261          2005     Gable  CompShg     VinylSd     VinylSd       None
## 262          2004     Gable  CompShg     VinylSd     VinylSd       None
## 263          2004     Gable  CompShg     VinylSd     VinylSd       None
## 264          2009     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 265          1997     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 266          1992     Gable  CompShg     HdBoard     HdBoard       None
## 267          1991     Gable  CompShg     Plywood     ImStucc       None
## 268          1994     Gable  CompShg     VinylSd     VinylSd       None
## 269          1986     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 270          1981     Gable  CompShg     Wd Sdng     Wd Shng       None
## 271          1962       Hip  CompShg     HdBoard     Plywood       None
## 272          1961     Gable  CompShg     MetalSd     MetalSd       None
## 273          1961     Gable  CompShg     Wd Sdng     Plywood       None
## 274          1965     Gable  CompShg     HdBoard     Plywood       None
## 275          1995     Gable  CompShg     Plywood     Plywood       None
## 276          1962     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 277          1980     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 278          2008     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 279          2005     Gable  CompShg     MetalSd     MetalSd       None
## 280          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 281          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 282          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 283          1999       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 284          2008     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 285          1981     Gable  CompShg     BrkFace     BrkFace       None
## 286          1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 287          1974     Gable  CompShg     VinylSd     VinylSd       None
## 288          1997     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 289          1969     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 290          1969     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 291          1992       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 292          1967     Gable  CompShg     HdBoard     HdBoard       None
## 293          1967       Hip  CompShg     HdBoard     HdBoard       None
## 294          1974     Gable  CompShg     Plywood     Plywood    BrkFace
## 295          1971       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 296          1960     Gable  CompShg     VinylSd     VinylSd       None
## 297          1959       Hip  CompShg     MetalSd     MetalSd       None
## 298          1957     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 299          1956     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 300          1995     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 301          1964     Gable  CompShg     HdBoard     HdBoard      Stone
## 302          1965     Gable  CompShg     MetalSd     MetalSd       None
## 303          1961       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 304          1955     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 305          1967     Gable  CompShg     BrkComm     Brk Cmn       None
## 306          1961       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 307          2008     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 308          1956     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 309          1960     Gable  CompShg     Plywood     Plywood    BrkFace
## 310          1998       Hip  CompShg     MetalSd     MetalSd       None
## 311          1956     Gable  CompShg     BrkFace     BrkFace       None
## 312          1955     Gable  CompShg     AsbShng     AsbShng       None
## 313          1956     Gable  CompShg     Plywood     Plywood       None
## 314          1958       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 315          1954       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 316          1951       Hip  CompShg     MetalSd     MetalSd       None
## 317          1950     Gable  CompShg     MetalSd     MetalSd       None
## 318          2005       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 319          1953       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 320          1999     Gable  CompShg     WdShing     Wd Shng       None
## 321          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 322          1958     Gable  CompShg     MetalSd     MetalSd       None
## 323          2006     Gable  CompShg     VinylSd     VinylSd       None
## 324          2003     Gable  CompShg     MetalSd     MetalSd       None
## 325          1950     Gable  CompShg     MetalSd     MetalSd       None
## 326          1950     Gable  CompShg     MetalSd     MetalSd       None
## 327          2008     Gable  CompShg     VinylSd     VinylSd       None
## 328          1950     Gable  CompShg      Stucco      Stucco       None
## 329          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 330          1998     Gable  CompShg     VinylSd     VinylSd       None
## 331          1969     Gable  CompShg     MetalSd     MetalSd      Stone
## 332          1963     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 333          1967     Gable  CompShg     HdBoard     HdBoard       None
## 334          2007       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 335          1957       Hip  CompShg     Plywood     Plywood      Stone
## 336          1958      Flat  Tar&Grv     Wd Sdng     Wd Sdng    BrkFace
## 337          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 338          1958       Hip  CompShg     BrkFace     BrkFace       None
## 339          1952     Gable  CompShg     MetalSd     MetalSd       None
## 340          1959     Gable  CompShg     BrkFace     Plywood       None
## 341          1996     Gable  CompShg     MetalSd     MetalSd       None
## 342          1994     Gable  CompShg     MetalSd     MetalSd       None
## 343          1964     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 344          1978     Gable  CompShg     Plywood     Plywood    BrkFace
## 345          1963       Hip  CompShg     HdBoard     HdBoard       None
## 346          1998     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 347          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 348          2003     Gable  CompShg     VinylSd     VinylSd       None
## 349          2002     Gable  CompShg     VinylSd     VinylSd       None
## 350          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 351          1950     Gable  CompShg     AsbShng     AsbShng       None
## 352          1950     Gable  CompShg     MetalSd     MetalSd       None
## 353          1970     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 354          1950     Gable  CompShg     MetalSd     MetalSd       None
## 355          1950     Gable  CompShg     MetalSd     MetalSd       None
## 356          1950     Gable  CompShg      Stucco      Stucco       None
## 357          1950     Gable  CompShg     VinylSd     VinylSd       None
## 358          1950     Gable  CompShg      Stucco     BrkFace       None
## 359          2007     Gable  CompShg      Stucco      Stucco       None
## 360          1950     Gable  CompShg      Stucco      Stucco       None
## 361          1950     Gable  CompShg     MetalSd     MetalSd       None
## 362          2002     Gable  CompShg     MetalSd     MetalSd       None
## 363          1950   Mansard  CompShg     AsbShng     AsbShng       None
## 364          1950     Gable  CompShg     MetalSd     MetalSd       None
## 365          1982     Gable  CompShg     WdShing     Wd Shng       None
## 366          1950     Gable  CompShg      Stucco      Stucco    BrkFace
## 367          1999     Gable  CompShg     MetalSd     MetalSd       None
## 368          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 369          1950       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 370          1950     Gable  CompShg     MetalSd     MetalSd       None
## 371          1994     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 372          1950       Hip  CompShg     MetalSd     MetalSd       None
## 373          1950     Gable  CompShg     Plywood     Plywood       None
## 374          2002     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 375          2000     Gable  CompShg     MetalSd     MetalSd      Stone
## 376          1950     Gable  CompShg     MetalSd     MetalSd       None
## 377          1950       Hip  CompShg     MetalSd     MetalSd       None
## 378          1965     Gable  CompShg     MetalSd     MetalSd       None
## 379          2001     Gable  CompShg     MetalSd     MetalSd       None
## 380          1988     Gable  CompShg     Plywood     Plywood       None
## 381          1978     Gable  CompShg     Plywood     Plywood       None
## 382          1950     Gable  CompShg     MetalSd     MetalSd       None
## 383          1967       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 384          1978     Gable  CompShg     Plywood     HdBoard    BrkFace
## 385          1961       Hip  CompShg     HdBoard     HdBoard       None
## 386          1960       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 387          1956       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 388          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 389          1954     Gable  CompShg     VinylSd     VinylSd       None
## 390          1956       Hip  CompShg     MetalSd     MetalSd       None
## 391          1950       Hip  CompShg     MetalSd     MetalSd       None
## 392          1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 393          1984     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 394          1991     Gable  CompShg     HdBoard     HdBoard       None
## 395          1983     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 396          1994     Gable  CompShg     VinylSd     VinylSd       None
## 397          2007     Gable  CompShg     HdBoard     HdBoard       None
## 398          1979     Gable  CompShg     HdBoard     HdBoard       None
## 399          1979     Gable  CompShg     HdBoard     HdBoard       None
## 400          1979     Gable  CompShg     Plywood     Plywood    BrkFace
## 401          1979     Gable  CompShg     HdBoard     HdBoard       None
## 402          2000       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 403          2000       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 404          2000       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 405          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 406          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 407          2008     Gable  CompShg     VinylSd     VinylSd       None
## 408          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 409          2007     Gable  CompShg     VinylSd     VinylSd       None
## 410          2008     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 411          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 412          2006     Gable  CompShg     VinylSd     VinylSd       None
## 413          1993     Gable  CompShg     VinylSd     VinylSd       None
## 414          1994     Gable  CompShg     VinylSd     VinylSd       None
## 415          1998     Gable  CompShg     VinylSd     VinylSd       None
## 416          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 417          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 418          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 419          1978     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 420          1979     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 421          2002       Hip  CompShg     VinylSd     VinylSd       None
## 422          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 423          2002     Gable  CompShg     VinylSd     VinylSd       <NA>
## 424          2001     Gable  CompShg     VinylSd     VinylSd       None
## 425          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 426          2003       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 427          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 428          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 429          2007     Gable  CompShg     VinylSd     VinylSd       None
## 430          1971     Gable  CompShg     HdBoard     HdBoard       None
## 431          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 432          1959     Gable  CompShg     AsbShng     AsbShng       None
## 433          1950     Gable  CompShg     MetalSd     MetalSd       None
## 434          1959       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 435          1956       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 436          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 437          1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 438          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 439          2000     Gable  CompShg      Stucco      Stucco       None
## 440          1990   Gambrel  CompShg     Wd Sdng     Wd Sdng       None
## 441          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 442          1960     Gable  CompShg     MetalSd     MetalSd       None
## 443          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 444          1954     Gable  CompShg     BrkFace     BrkFace       None
## 445          1960     Gable  CompShg     HdBoard     Plywood      Stone
## 446          2005     Gable  CompShg     BrkComm     Brk Cmn       None
## 447          1954     Gable  CompShg     HdBoard     HdBoard      Stone
## 448          1980     Gable  CompShg     MetalSd     MetalSd       None
## 449          1992     Gable  CompShg     MetalSd     MetalSd       None
## 450          1980     Gable  CompShg     MetalSd     MetalSd       None
## 451          1986     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 452          2009       Hip  CompShg     BrkFace     BrkFace       None
## 453          1993   Gambrel  CompShg     AsbShng     AsbShng       None
## 454          1950     Gable  CompShg     MetalSd     MetalSd       None
## 455          2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 456          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 457          2001     Gable  CompShg     CemntBd     CmentBd       None
## 458          1977     Gable  CompShg     Plywood     Plywood       None
## 459          1977     Gable  CompShg     Plywood     Plywood       None
## 460          1991     Gable  CompShg     HdBoard     HdBoard       None
## 461          2008     Gable  CompShg     CemntBd     CmentBd      Stone
## 462          2008     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 463          2006     Gable  CompShg     MetalSd     MetalSd       None
## 464          1989       Hip  CompShg     Plywood     Plywood    BrkFace
## 465          2003     Gable  CompShg     VinylSd     VinylSd       None
## 466          2007       Hip  CompShg     CemntBd     CmentBd      Stone
## 467          1968     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 468          2000       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 469          1972     Gable  CompShg     MetalSd     MetalSd       None
## 470          1996     Gable  CompShg     HdBoard     HdBoard       None
## 471          1993     Gable  CompShg     HdBoard     Wd Shng       None
## 472          1992     Gable  CompShg     HdBoard     Wd Shng       None
## 473          1969     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 474          1998     Gable  CompShg     VinylSd     VinylSd       None
## 475          1996     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 476          1998     Gable  CompShg     VinylSd     VinylSd       None
## 477          1996     Gable  CompShg     HdBoard     HdBoard       None
## 478          1997     Gable  CompShg     HdBoard     HdBoard       None
## 479          1997     Gable  CompShg     CemntBd     CmentBd       None
## 480          1992     Gable  CompShg     HdBoard     HdBoard       None
## 481          1998     Gable  CompShg     VinylSd     VinylSd       None
## 482          1991     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 483          1989     Gable  CompShg     HdBoard     HdBoard       None
## 484          2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 485          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 486          1952       Hip  CompShg     BrkFace     BrkFace       None
## 487          2007       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 488          1950       Hip  CompShg     AsbShng     AsbShng    BrkFace
## 489          1988     Gable  CompShg     Plywood     Wd Sdng    BrkFace
## 490          1983     Gable  CompShg     WdShing     Plywood    BrkFace
## 491          1978       Hip  CompShg     Plywood     Plywood    BrkFace
## 492          1979       Hip  CompShg     Plywood     Plywood    BrkFace
## 493          1976       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 494          1988     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 495          1969     Gable  CompShg     VinylSd     VinylSd       None
## 496          1978   Mansard  WdShake     Plywood     Plywood    BrkFace
## 497          1976     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 498          1996     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 499          1974     Gable  CompShg     VinylSd     VinylSd       None
## 500          1969     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 501          1971       Hip  CompShg     MetalSd     MetalSd       None
## 502          1973     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 503          1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 504          1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 505          1975     Gable  CompShg     Plywood     Brk Cmn       None
## 506          1977     Gable  CompShg     Plywood     Brk Cmn       None
## 507          2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 508          2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 509          2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 510          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 511          2006       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 512          2005     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 513          2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 514          2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 515          2003       Hip  CompShg     MetalSd     MetalSd      Stone
## 516          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 517          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 518          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 519          2008       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 520          2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 521          2008       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 522          2007       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 523          2007       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 524          2004     Gable  CompShg     VinylSd     Wd Shng      Stone
## 525          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 526          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 527          2008     Gable  CompShg     WdShing     Wd Shng    BrkFace
## 528          2004     Gable  CompShg     VinylSd     VinylSd       None
## 529          2003     Gable  CompShg     VinylSd     VinylSd       None
## 530          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 531          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 532          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 533          2002     Gable  CompShg     VinylSd     VinylSd       <NA>
## 534          2000     Gable  CompShg     VinylSd     VinylSd       None
## 535          1999     Gable  CompShg     VinylSd     VinylSd       None
## 536          1997       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 537          2000       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 538          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 539          1997     Gable  CompShg     VinylSd     VinylSd       None
## 540          1995     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 541          1994       Hip  WdShake     VinylSd     VinylSd    BrkFace
## 542          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 543          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 544          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 545          2007       Hip  CompShg     VinylSd     VinylSd       <NA>
## 546          2008     Gable  CompShg     VinylSd     VinylSd       None
## 547          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 548          2008     Gable  CompShg     CemntBd     CmentBd      Stone
## 549          2003     Gable  CompShg     VinylSd     VinylSd       None
## 550          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 551          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 552          2007     Gable  CompShg     VinylSd     VinylSd       None
## 553          1995     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 554          1994     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 555          1995     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 556          2001     Gable  CompShg     VinylSd     VinylSd       None
## 557          1992     Gable  CompShg     HdBoard     HdBoard       None
## 558          1963       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 559          2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 560          1968     Gable  CompShg     HdBoard     HdBoard       None
## 561          1963       Hip  CompShg     Wd Sdng     HdBoard       None
## 562          1974     Gable  CompShg     HdBoard     ImStucc    BrkFace
## 563          1972     Gable  CompShg     HdBoard     HdBoard       None
## 564          1991       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 565          1994       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 566          2005     Gable  CompShg     MetalSd     MetalSd       None
## 567          2005     Gable  CompShg     MetalSd     MetalSd       None
## 568          2007     Gable  CompShg     VinylSd     VinylSd       None
## 569          1999     Gable  CompShg     MetalSd     MetalSd      Stone
## 570          2000       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 571          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 572          2001     Gable  CompShg     VinylSd     VinylSd       None
## 573          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 574          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 575          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 576          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 577          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 578          1999     Gable  CompShg     BrkFace     MetalSd       None
## 579          1995       Hip  CompShg     BrkFace     BrkFace       None
## 580          1977   Mansard  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 581          2007     Gable  CompShg     VinylSd     VinylSd       None
## 582          2002     Gable  CompShg     VinylSd     VinylSd       <NA>
## 583          1969     Gable  CompShg     MetalSd     MetalSd       None
## 584          1968     Gable  CompShg     HdBoard     HdBoard       None
## 585          1967     Gable  CompShg     Plywood     Plywood       None
## 586          1965     Gable  CompShg     MetalSd     MetalSd       None
## 587          1968     Gable  CompShg     MetalSd     MetalSd       None
## 588          2005       Hip  CompShg     HdBoard     HdBoard       None
## 589          1965     Gable  CompShg     HdBoard     HdBoard       None
## 590          1971     Gable  CompShg     HdBoard     HdBoard       None
## 591          1956     Gable  CompShg     HdBoard     HdBoard       None
## 592          1961     Gable  CompShg     Plywood     Plywood       None
## 593          2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 594          1950     Gable  CompShg     MetalSd     MetalSd       None
## 595          1960     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 596          2006     Gable  CompShg     HdBoard     HdBoard       None
## 597          1953       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 598          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 599          1957     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 600          1998     Gable  CompShg     HdBoard     HdBoard       None
## 601          1958     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 602          1958     Gable  CompShg     MetalSd     MetalSd       None
## 603          1952     Gable  CompShg     MetalSd     MetalSd      Stone
## 604          1953     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 605          1953       Hip  CompShg     MetalSd     MetalSd       None
## 606          1957     Gable  CompShg     Plywood     Plywood    BrkFace
## 607          1982     Gable  CompShg     MetalSd     MetalSd       None
## 608          1957     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 609          1950     Gable  CompShg     MetalSd     MetalSd       None
## 610          1950     Gable  CompShg     VinylSd     VinylSd       None
## 611          2005   Gambrel  CompShg     VinylSd     VinylSd       None
## 612          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 613          1968     Gable  CompShg     HdBoard     Plywood       None
## 614          2001     Gable  Tar&Grv     HdBoard     HdBoard    BrkFace
## 615          1993     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 616          1951     Gable  CompShg     MetalSd     MetalSd       None
## 617          1959     Gable  CompShg     BrkFace     Wd Sdng       None
## 618          1962     Gable  CompShg     BrkFace     MetalSd       None
## 619          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 620          1954     Gable  CompShg     MetalSd     MetalSd       None
## 621          1954     Gable  CompShg     MetalSd     MetalSd       None
## 622          1961     Gable  CompShg     BrkFace     Wd Sdng       None
## 623          1967     Gable  CompShg     MetalSd     MetalSd       None
## 624          1954     Gable  CompShg     MetalSd     MetalSd       None
## 625          1963     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 626          2008     Gable  CompShg     VinylSd     VinylSd       None
## 627          2005     Gable  CompShg     WdShing     Wd Shng       None
## 628          2003     Gable  CompShg     AsbShng     AsbShng       None
## 629          1950     Gable  CompShg     MetalSd     MetalSd       None
## 630          2005     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 631          1996     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 632          1985     Gable  CompShg     MetalSd     MetalSd       None
## 633          1950     Gable  CompShg     WdShing     Wd Shng       None
## 634          2006     Gable  CompShg      Stucco      Stucco       None
## 635          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 636          1950   Mansard  CompShg     MetalSd     MetalSd       None
## 637          1996     Gable  CompShg     Wd Sdng     HdBoard       None
## 638          1950     Gable  CompShg     MetalSd     MetalSd       None
## 639          1950     Gable  CompShg     VinylSd     VinylSd       None
## 640          1992     Gable  CompShg     MetalSd     MetalSd       None
## 641          2006     Gable  CompShg     MetalSd     MetalSd       None
## 642          1965     Gable  CompShg     Wd Sdng     Wd Shng       None
## 643          2003     Gable  CompShg     VinylSd     VinylSd       None
## 644          1960     Gable  CompShg     AsbShng     AsbShng       None
## 645          2005     Gable  CompShg     MetalSd     MetalSd       None
## 646          1950     Gable  CompShg     AsbShng     AsbShng       None
## 647          1999     Gable  CompShg     Wd Sdng     Wd Shng       None
## 648          1959     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 649          2006     Gable  CompShg     MetalSd     MetalSd       None
## 650          1983     Gable  CompShg     WdShing     Wd Shng       None
## 651          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 652          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 653          2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 654          2000     Gable  CompShg     HdBoard     HdBoard       None
## 655          1989     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 656          2003     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 657          2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 658          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 659          1950     Gable  CompShg     MetalSd     MetalSd       None
## 660          1997     Gable  CompShg     AsbShng     AsbShng       None
## 661          1950     Gable  CompShg     MetalSd      CBlock       None
## 662          1950     Gable  CompShg     MetalSd     MetalSd       None
## 663          1995     Gable  CompShg     Plywood     Plywood       None
## 664          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 665          1950   Gambrel  CompShg     Wd Sdng     Wd Sdng       None
## 666          2004     Gable  CompShg     VinylSd     VinylSd       None
## 667          1983     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 668          1950   Gambrel  CompShg     MetalSd     MetalSd       None
## 669          1950     Gable  CompShg      Stucco     Wd Shng       None
## 670          1952     Gable  CompShg     MetalSd     MetalSd       None
## 671          1958     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 672          1978     Gable  CompShg     HdBoard     HdBoard       None
## 673          1992     Gable  CompShg     VinylSd     VinylSd       None
## 674          1950     Gable  CompShg      Stucco      Stucco       None
## 675          1991     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 676          1950     Gable  CompShg     AsphShn     AsphShn       None
## 677          1993     Gable  CompShg     VinylSd     VinylSd       None
## 678          1963     Gable  CompShg     HdBoard     Wd Sdng       None
## 679          1978     Gable  CompShg     HdBoard     Plywood    BrkFace
## 680          2005     Gable  CompShg     HdBoard     HdBoard       None
## 681          1978     Gable  CompShg     HdBoard     HdBoard     BrkCmn
## 682          1967     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 683          1984     Gable  CompShg     VinylSd     VinylSd       None
## 684          1950     Gable  CompShg     BrkFace      Stucco       None
## 685          2003     Gable  CompShg     VinylSd     VinylSd       None
## 686          1956     Gable  CompShg     HdBoard     HdBoard       None
## 687          1960      Flat  Tar&Grv     Plywood     Plywood      Stone
## 688          1973     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 689          1970       Hip  CompShg     HdBoard     HdBoard       None
## 690          1979     Gable  CompShg     Plywood     Plywood       None
## 691          1950     Gable  CompShg     BrkFace     Plywood       None
## 692          2007      Flat  Tar&Grv        <NA>        <NA>       None
## 693          1956       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 694          1975     Gable  CompShg     HdBoard     HdBoard       None
## 695          2001     Gable  CompShg     VinylSd     VinylSd     BrkCmn
## 696          2002     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 697          1994     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 698          1994     Gable  CompShg     VinylSd     VinylSd       None
## 699          1996     Gable  CompShg     VinylSd     VinylSd       None
## 700          2007     Gable  CompShg     VinylSd     VinylSd       None
## 701          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 702          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 703          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 704          1995     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 705          1966      Flat  Tar&Grv     Plywood     Plywood       None
## 706          1994     Gable  CompShg     VinylSd     VinylSd       None
## 707          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 708          1997     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 709          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 710          2001     Gable  CompShg     VinylSd     VinylSd       None
## 711          1978     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 712          1975     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 713          2001     Gable  CompShg     Plywood     Wd Sdng       None
## 714          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 715          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 716          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 717          2003     Gable  CompShg     VinylSd     VinylSd       None
## 718          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 719          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 720          1998     Gable  CompShg     VinylSd     VinylSd       None
## 721          2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 722          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 723          2007     Gable  CompShg     VinylSd     VinylSd       None
## 724          1966       Hip  CompShg     HdBoard     HdBoard       None
## 725          1976     Gable  CompShg     HdBoard     Plywood    BrkFace
## 726          1976       Hip  CompShg     HdBoard     Plywood    BrkFace
## 727          1977       Hip  CompShg     Plywood     Plywood       None
## 728          2001       Hip  CompShg     Plywood     Plywood       None
## 729          1996     Gable  CompShg     Plywood     Plywood       None
## 730          1955     Gable  CompShg     AsbShng     Plywood       None
## 731          1955     Gable  CompShg     WdShing     Wd Shng     BrkCmn
## 732          1955       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 733          2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 734          1993     Gable  CompShg     MetalSd     MetalSd       None
## 735          1953     Gable  CompShg     MetalSd     MetalSd      Stone
## 736          1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 737          2008     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 738          1950     Gable  CompShg     WdShing     Wd Shng    BrkFace
## 739          1950     Gable  CompShg      Stucco      Stucco       None
## 740          1950   Gambrel  CompShg     Wd Sdng     Wd Sdng       None
## 741          1995     Gable  CompShg     Wd Sdng     Wd Shng       None
## 742          1997     Gable  CompShg      Stucco      Stucco       None
## 743          1950       Hip  CompShg     Wd Sdng     Plywood       None
## 744          1995     Gable  CompShg     WdShing     Wd Shng       None
## 745          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 746          1951       Hip  CompShg     WdShing     Plywood    BrkFace
## 747          1950     Gable  CompShg     BrkFace      Stucco      Stone
## 748          2000     Gable  CompShg     VinylSd     VinylSd       None
## 749          1956     Gable  CompShg     BrkFace     MetalSd       None
## 750          1980     Gable  CompShg     MetalSd     MetalSd       None
## 751          1998     Gable  CompShg     VinylSd     VinylSd       None
## 752          2006     Gable  CompShg     VinylSd     VinylSd       None
## 753          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 754          1967       Hip  CompShg     HdBoard     Plywood       None
## 755          1995     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 756          1958     Gable  CompShg     WdShing     Wd Shng    BrkFace
## 757          1952     Gable  CompShg     AsbShng     VinylSd       None
## 758          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 759          2000     Gable  CompShg     Plywood     Plywood       None
## 760          1950     Gable  CompShg     MetalSd     MetalSd       None
## 761          2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 762          2005       Hip  CompShg     CemntBd     CmentBd      Stone
## 763          1997     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 764          1997     Gable  CompShg     VinylSd     VinylSd       None
## 765          1976     Gable  CompShg     Plywood     Plywood       None
## 766          1991     Gable  CompShg     HdBoard     HdBoard       None
## 767          1986     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 768          2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 769          2007     Gable  CompShg     VinylSd     VinylSd       None
## 770          2007     Gable  CompShg     VinylSd     VinylSd       None
## 771          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 772          1989     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 773          1986     Gable  CompShg     Plywood     HdBoard    BrkFace
## 774          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 775          2000       Hip  CompShg     VinylSd     VinylSd       None
## 776          2007     Gable  CompShg     VinylSd     VinylSd       None
## 777          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 778          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 779          2008     Gable  CompShg     VinylSd     VinylSd       None
## 780          1997       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 781          1964     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 782          1975     Gable  CompShg     CemntBd     CmentBd       None
## 783          1976     Gable  CompShg     CemntBd     CmentBd       None
## 784          2006     Gable  CompShg     CemntBd     CmentBd       None
## 785          1973     Gable  CompShg     CemntBd     CmentBd       None
## 786          1968     Gable  CompShg     Plywood     Plywood       None
## 787          2007     Gable  CompShg     CemntBd     CmentBd       None
## 788          1983     Gable  CompShg     VinylSd     VinylSd       None
## 789          2005     Gable  CompShg     HdBoard     Plywood       None
## 790          1984     Gable  CompShg     HdBoard     Plywood       None
## 791          1950       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 792          1971     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 793          1997     Gable  CompShg     VinylSd     VinylSd       None
## 794          1994     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 795          2000     Gable  CompShg     VinylSd     VinylSd       None
## 796          1996     Gable  CompShg     HdBoard     HdBoard       None
## 797          2003     Gable  CompShg     VinylSd     VinylSd       None
## 798          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 799          1994     Gable  CompShg     HdBoard     HdBoard       None
## 800          1964     Gable  CompShg     HdBoard     HdBoard     BrkCmn
## 801          1988     Gable  CompShg     CemntBd     CmentBd       None
## 802          1990     Gable  CompShg     CemntBd     CmentBd       None
## 803          2005       Hip  CompShg     VinylSd     VinylSd      Stone
## 804          2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 805          1990     Gable  CompShg     HdBoard     HdBoard       None
## 806          2006     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 807          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 808          2007       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 809          1984       Hip  CompShg     HdBoard     HdBoard       None
## 810          2003     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 811          1985     Gable  CompShg     Plywood     Plywood      Stone
## 812          1979       Hip  WdShake     HdBoard     Plywood    BrkFace
## 813          1984     Gable  CompShg     Plywood     Plywood    BrkFace
## 814          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 815          1971       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 816          1976     Gable  CompShg     Plywood     Plywood      Stone
## 817          1974     Gable  CompShg     HdBoard     HdBoard       None
## 818          1990     Gable  CompShg     MetalSd     MetalSd       None
## 819          2002     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 820          1961     Gable  CompShg     MetalSd     MetalSd       None
## 821          2001     Gable  CompShg     MetalSd     MetalSd       None
## 822          1998     Gable  CompShg     MetalSd     MetalSd       None
## 823          1973     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 824          1973     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 825          1978     Gable  CompShg     Plywood     Brk Cmn       None
## 826          1966       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 827          2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 828          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 829          2007     Gable  CompShg     VinylSd     VinylSd       None
## 830          2007       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 831          2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 832          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 833          2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 834          2006     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 835          2007       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 836          2008     Gable  CompShg     VinylSd     VinylSd       None
## 837          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 838          2006       Hip  CompShg     MetalSd     MetalSd      Stone
## 839          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 840          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 841          2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 842          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 843          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 844          2007     Gable  CompShg     VinylSd     VinylSd       None
## 845          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 846          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 847          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 848          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 849          2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 850          2006       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 851          2003     Gable  CompShg     VinylSd     Wd Shng      Stone
## 852          2007     Gable  CompShg     VinylSd     VinylSd       <NA>
## 853          2006     Gable  CompShg     VinylSd     VinylSd       None
## 854          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 855          2006     Gable  CompShg     VinylSd     VinylSd       None
## 856          2007     Gable  CompShg     VinylSd     VinylSd       None
## 857          2005     Gable  CompShg     VinylSd     VinylSd       None
## 858          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 859          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 860          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 861          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 862          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 863          2005     Gable  CompShg     VinylSd     VinylSd       None
## 864          2004     Gable  CompShg     VinylSd     VinylSd       None
## 865          2006     Gable  CompShg     VinylSd     VinylSd       None
## 866          2003     Gable  CompShg     VinylSd     VinylSd       <NA>
## 867          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 868          2002     Gable  CompShg     VinylSd     VinylSd       None
## 869          2000     Gable  CompShg     VinylSd     VinylSd       None
## 870          2000     Gable  CompShg     VinylSd     VinylSd       None
## 871          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 872          1998     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 873          1999     Gable  CompShg     VinylSd     VinylSd       None
## 874          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 875          1993     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 876          1997     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 877          2007     Gable  CompShg     VinylSd     VinylSd       None
## 878          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 879          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 880          2007       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 881          2007     Gable  CompShg     VinylSd     VinylSd       <NA>
## 882          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 883          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 884          2006     Gable  CompShg     VinylSd     VinylSd       None
## 885          2006     Gable  CompShg     VinylSd     VinylSd       None
## 886          2007     Gable  CompShg     VinylSd     VinylSd       None
## 887          2007     Gable  CompShg     VinylSd     VinylSd       None
## 888          2007     Gable  CompShg     VinylSd     VinylSd       None
## 889          2007     Gable  CompShg     VinylSd     VinylSd       None
## 890          2007       Hip  CompShg     WdShing     Wd Shng       <NA>
## 891          2007     Gable  CompShg     CemntBd     CmentBd       None
## 892          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 893          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 894          2007     Gable  CompShg     VinylSd     VinylSd       None
## 895          2006     Gable  CompShg     VinylSd     VinylSd       None
## 896          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 897          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 898          1997     Gable  CompShg     VinylSd     VinylSd       None
## 899          1980     Gable  CompShg     Plywood     Plywood       None
## 900          1977     Gable  CompShg     Plywood     Plywood       None
## 901          1968     Gable  CompShg     HdBoard     HdBoard       None
## 902          1990     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 903          1974     Gable  CompShg     Plywood     Plywood    BrkFace
## 904          2006     Gable  CompShg     CemntBd     CmentBd       None
## 905          2004     Gable  CompShg     MetalSd     MetalSd       None
## 906          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 907          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 908          2007     Gable  CompShg     VinylSd     VinylSd       None
## 909          2007     Gable  CompShg     VinylSd     VinylSd       <NA>
## 910          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 911          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 912          2000     Gable  CompShg     CemntBd     CmentBd       None
## 913          2004       Hip  CompShg     CemntBd     CmentBd       None
## 914          1998     Gable  CompShg     VinylSd     VinylSd       None
## 915          1995     Gable  CompShg     BrkFace     BrkFace       None
## 916          1980       Hip  CompShg     VinylSd     MetalSd    BrkFace
## 917          1981       Hip  CompShg     BrkFace     BrkFace       None
## 918          1968     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 919          1970     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 920          1969     Gable  CompShg     HdBoard     HdBoard       None
## 921          1968     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 922          1987       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 923          1993     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 924          1993     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 925          1966       Hip  CompShg     HdBoard     HdBoard       None
## 926          1963     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 927          1993     Gable  CompShg     MetalSd     MetalSd       None
## 928          1964     Gable  CompShg     HdBoard     HdBoard       None
## 929          1956       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 930          1961       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 931          1961     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 932          1960       Hip  CompShg     CemntBd     CmentBd       None
## 933          1966       Hip  CompShg     HdBoard     Plywood    BrkFace
## 934          1965     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 935          1997     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 936          1964     Gable  CompShg     Wd Sdng     Plywood    BrkFace
## 937          1991     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 938          1996     Gable  CompShg     Wd Sdng     HdBoard       None
## 939          1950     Gable  CompShg     WdShing     Wd Shng       None
## 940          1950     Gable  CompShg     MetalSd     MetalSd       None
## 941          2000     Gable  CompShg     VinylSd     VinylSd       None
## 942          1955       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 943          1968     Gable  CompShg     MetalSd     MetalSd       None
## 944          1966     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 945          1961       Hip  CompShg     WdShing     Wd Shng    BrkFace
## 946          1999     Gable  CompShg     VinylSd     VinylSd       None
## 947          1956     Gable  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 948          1963     Gable  CompShg     MetalSd     MetalSd       None
## 949          1960       Hip  CompShg     HdBoard     HdBoard     BrkCmn
## 950          1969     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 951          1957     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 952          1975     Gable  CompShg     VinylSd     VinylSd       None
## 953          1955       Hip  CompShg     MetalSd     MetalSd       None
## 954          2006     Gable  CompShg     VinylSd     MetalSd       None
## 955          1958       Hip  CompShg     Wd Sdng     Wd Sdng      Stone
## 956          1952       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 957          1953       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 958          2003     Gable  CompShg     VinylSd     VinylSd       None
## 959          1955     Gable  CompShg     MetalSd     MetalSd       None
## 960          1955     Gable  CompShg     MetalSd     MetalSd       None
## 961          1953     Gable  CompShg     VinylSd     VinylSd       None
## 962          1952     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 963          2006     Gable  CompShg     VinylSd     VinylSd       None
## 964          2004     Gable  CompShg     MetalSd     MetalSd       None
## 965          2007     Gable  CompShg     Wd Sdng     MetalSd       None
## 966          1993     Gable  CompShg     MetalSd     MetalSd       None
## 967          1999     Gable  CompShg     Wd Sdng     HdBoard       None
## 968          1999     Gable  CompShg     Plywood     Plywood    BrkFace
## 969          1961     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 970          1968     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 971          1950     Gable  CompShg     WdShing     Wd Shng       None
## 972          2003       Hip  CompShg     BrkFace     BrkFace       None
## 973          1958       Hip  CompShg     BrkFace     BrkFace       None
## 974          1960       Hip  CompShg     BrkFace     BrkFace       None
## 975          1960       Hip  CompShg     BrkFace     BrkFace       None
## 976          1961     Gable  CompShg     BrkFace     Wd Sdng       None
## 977          1962       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 978          1962     Gable  CompShg     HdBoard     HdBoard       None
## 979          1980     Gable  CompShg     MetalSd     MetalSd       None
## 980          1950     Gable  CompShg     MetalSd     MetalSd       None
## 981          1950     Gable  CompShg     AsbShng     AsbShng       None
## 982          1990     Gable  CompShg     MetalSd     MetalSd       None
## 983          1950     Gable  CompShg     VinylSd     VinylSd      Stone
## 984          2006     Gable  CompShg      Stucco      Stucco       None
## 985          1950     Gable  CompShg     MetalSd     MetalSd       None
## 986          1950     Gable  CompShg     MetalSd     MetalSd       None
## 987          1999       Hip  CompShg     VinylSd     VinylSd       None
## 988          1950   Gambrel  CompShg     Wd Sdng     Wd Sdng       None
## 989          1950     Gable  CompShg     MetalSd     MetalSd       None
## 990          1990     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 991          2005   Gambrel  CompShg     VinylSd     VinylSd       None
## 992          1987     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 993          1956     Gable  CompShg     MetalSd     MetalSd       None
## 994          2002     Gable  CompShg      Stucco     Wd Sdng       None
## 995          1994     Gable  CompShg     MetalSd     MetalSd       None
## 996          1950     Gable  CompShg     MetalSd     MetalSd       None
## 997          1998     Gable  CompShg     MetalSd     MetalSd       None
## 998          1950     Gable  CompShg     MetalSd     VinylSd       None
## 999          1950     Gable  CompShg     AsbShng     AsbShng       None
## 1000         1950     Gable  CompShg     VinylSd     VinylSd       None
## 1001         1952     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1002         1992     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1003         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1004         1995     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1005         1950     Gable  CompShg     Wd Sdng     Wd Shng       None
## 1006         1950     Gable  CompShg     HdBoard     HdBoard       None
## 1007         1990     Gable  CompShg     Wd Sdng     Wd Shng       None
## 1008         1950     Gable  CompShg     AsbShng     AsbShng       None
## 1009         1950     Gable  CompShg     AsbShng     AsbShng       None
## 1010         1963     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1011         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1012         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1013         1958     Gable  CompShg     MetalSd     MetalSd       None
## 1014         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1015         1980     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1016         1979     Gable  CompShg     Plywood     Plywood       None
## 1017         1963     Gable  CompShg     HdBoard     HdBoard       None
## 1018         1980     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1019         1964     Gable  CompShg     HdBoard     HdBoard       None
## 1020         2001       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1021         1966     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1022         1990     Gable  CompShg     HdBoard     HdBoard       None
## 1023         1968     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1024         1967     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1025         1966     Gable  CompShg     Plywood     Plywood       None
## 1026         1998       Hip  CompShg     BrkFace     BrkFace       None
## 1027         1996     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1028         1998     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1029         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1030         1998     Gable  CompShg     Plywood     Plywood    BrkFace
## 1031         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1032         1984       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1033         2005       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 1034         1953     Gable  CompShg     MetalSd     MetalSd       None
## 1035         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1036         1994       Hip  CompShg     MetalSd     MetalSd      Stone
## 1037         1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1038         1958     Gable  CompShg     MetalSd     MetalSd       None
## 1039         1994     Gable  CompShg     HdBoard     HdBoard       None
## 1040         1984     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1041         1951     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1042         1994     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1043         1950   Gambrel  CompShg     MetalSd     MetalSd       None
## 1044         1984     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1045         2001     Gable  CompShg     VinylSd     VinylSd       None
## 1046         2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 1047         2007       Hip  CompShg     CemntBd     CmentBd       None
## 1048         2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 1049         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1050         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1051         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1052         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1053         1988     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1054         1976      Shed  WdShngl     Wd Sdng     Wd Sdng       None
## 1055         1994     Gable  CompShg     VinylSd     VinylSd       None
## 1056         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1057         1994     Gable  CompShg     VinylSd     VinylSd       None
## 1058         1996     Gable  CompShg     VinylSd     VinylSd       None
## 1059         1999     Gable  CompShg     VinylSd     VinylSd       None
## 1060         1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1061         2001     Gable  CompShg     VinylSd     VinylSd       None
## 1062         2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1063         1974     Gable  CompShg     HdBoard     HdBoard       None
## 1064         1976     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1065         1977     Gable  CompShg     Plywood     VinylSd    BrkFace
## 1066         1977     Gable  CompShg     CemntBd     CmentBd       None
## 1067         1977     Gable  CompShg     HdBoard     HdBoard       None
## 1068         1975       Hip  CompShg     HdBoard     HdBoard       None
## 1069         2000     Gable  CompShg     VinylSd     VinylSd       None
## 1070         2006     Gable  CompShg     Plywood     Plywood       None
## 1071         2000     Gable  CompShg     VinylSd     VinylSd       None
## 1072         2003     Gable  CompShg     VinylSd     VinylSd       None
## 1073         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1074         1995       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1075         2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1076         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1077         2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1078         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1079         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1080         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1081         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1082         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1083         1967     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1084         1963     Gable  CompShg     VinylSd     VinylSd      Stone
## 1085         1950     Gable  CompShg     VinylSd     VinylSd       None
## 1086         1960       Hip  CompShg     HdBoard     HdBoard      Stone
## 1087         1976     Gable  CompShg     HdBoard     Plywood       None
## 1088         1979     Gable  CompShg     Plywood     Plywood       None
## 1089         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1090         2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 1091         2000     Gable  CompShg     WdShing     Wd Shng       None
## 1092         1955     Gable  CompShg     AsbShng     Plywood     BrkCmn
## 1093         1950     Gable  CompShg     Plywood     Plywood       None
## 1094         1995     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1095         1955     Gable  CompShg     MetalSd     MetalSd       None
## 1096         1955     Gable  CompShg     WdShing     Plywood       None
## 1097         1950       Hip  CompShg     Wd Sdng     Plywood       None
## 1098         1950       Hip  CompShg      Stucco     Plywood       None
## 1099         2005     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1100         1995     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1101         1950     Gable  CompShg     VinylSd     VinylSd       None
## 1102         1991     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1103         1992     Gable  CompShg     VinylSd     VinylSd       None
## 1104         1951     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1105         2003     Gable  CompShg     AsbShng     CmentBd       None
## 1106         1950     Gable  CompShg     VinylSd     VinylSd       None
## 1107         1960     Gable  CompShg     Wd Sdng     MetalSd    BrkFace
## 1108         1968       Hip  CompShg     HdBoard     BrkFace       None
## 1109         1980     Gable  CompShg     MetalSd     MetalSd       None
## 1110         1996     Gable  CompShg     VinylSd     VinylSd       None
## 1111         1988     Gable  CompShg     HdBoard     HdBoard       None
## 1112         1971     Gable  CompShg     Plywood     Plywood    BrkFace
## 1113         1986     Gable  CompShg     WdShing     Plywood       None
## 1114         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1115         2003     Gable  CompShg     VinylSd     VinylSd       None
## 1116         1999     Gable  CompShg     Wd Sdng     Plywood       None
## 1117         1950     Gable  CompShg      Stucco      Stucco       None
## 1118         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1119         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1120         1980     Gable  CompShg     MetalSd     MetalSd       None
## 1121         2007       Hip  CompShg     MetalSd     MetalSd       None
## 1122         2007       Hip  CompShg     CemntBd     CmentBd      Stone
## 1123         1979     Gable  CompShg     HdBoard     Wd Shng       None
## 1124         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1125         2002     Gable  CompShg     VinylSd     VinylSd       None
## 1126         1992     Gable  CompShg     HdBoard     HdBoard       None
## 1127         1975     Gable  CompShg     Plywood     Plywood      Stone
## 1128         1974     Gable  CompShg     Plywood     Plywood       None
## 1129         1987     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1130         1995       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1131         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1132         2007       Hip  CompShg     VinylSd     VinylSd       <NA>
## 1133         1985     Gable  CompShg     Plywood     Plywood       None
## 1134         2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1135         2002       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1136         1996     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1137         2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1138         2007       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1139         1953     Gable  CompShg     MetalSd     MetalSd       None
## 1140         1997     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1141         1972     Gable  CompShg     CemntBd     CmentBd       None
## 1142         1970     Gable  CompShg     CemntBd     CmentBd       None
## 1143         1970     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 1144         1976     Gable  CompShg     CemntBd     CmentBd       None
## 1145         1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 1146         1977     Gable  CompShg     HdBoard     Plywood       None
## 1147         1994     Gable  CompShg     Plywood     Plywood       None
## 1148         1977     Gable  CompShg     Plywood     Plywood       None
## 1149         1971     Gable  CompShg     Wd Sdng     HdBoard       None
## 1150         1961      Shed  CompShg     Plywood     Plywood       <NA>
## 1151         2003     Gable  CompShg     Plywood     Plywood       None
## 1152         1983     Gable  CompShg     HdBoard     HdBoard       None
## 1153         1984     Gable  CompShg     Plywood     HdBoard       None
## 1154         1954       Hip  CompShg     Wd Sdng     Wd Sdng      Stone
## 1155         1956       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1156         1957     Gable  CompShg     Wd Sdng     Wd Sdng      Stone
## 1157         1957     Gable  CompShg     Wd Sdng     Wd Sdng      Stone
## 1158         1969     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1159         1998     Gable  CompShg     VinylSd     VinylSd       None
## 1160         1995     Gable  CompShg     HdBoard     HdBoard       None
## 1161         1996     Gable  CompShg     HdBoard     HdBoard       None
## 1162         2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1163         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1164         1994     Gable  CompShg     CemntBd     CmentBd       None
## 1165         1994     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1166         1987     Gable  CompShg     HdBoard     HdBoard       None
## 1167         2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1168         2006       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 1169         2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1170         2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 1171         2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1172         2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1173         2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1174         1980     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1175         1978     Gable  CompShg     Plywood     Plywood    BrkFace
## 1176         1976     Gable  CompShg     VinylSd     Wd Shng      Stone
## 1177         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1178         2000     Gable  CompShg     Plywood     Plywood    BrkFace
## 1179         1974     Gable  CompShg     HdBoard     Plywood    BrkFace
## 1180         1971     Gable  CompShg     HdBoard     HdBoard       None
## 1181         2002     Gable  CompShg     MetalSd     MetalSd       None
## 1182         1973     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1183         1973     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1184         1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1185         1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1186         1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1187         1975     Gable  CompShg     Plywood     Plywood       None
## 1188         1975       Hip  CompShg     MetalSd     MetalSd       None
## 1189         1976     Gable  CompShg     Plywood     Brk Cmn       None
## 1190         1976     Gable  CompShg     Plywood     Brk Cmn       None
## 1191         2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 1192         2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1193         2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 1194         2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1195         2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1196         2006     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1197         2006     Gable  CompShg     CemntBd     CmentBd       <NA>
## 1198         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1199         2006       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1200         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1201         2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1202         2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1203         2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1204         2006       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1205         2006       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1206         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1207         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1208         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1209         2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1210         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1211         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1212         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1213         2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1214         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1215         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1216         2000     Gable  CompShg     VinylSd     VinylSd       None
## 1217         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1218         1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1219         2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1220         2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1221         1995       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1222         1994       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1223         1995     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1224         1993     Gable  CompShg     HdBoard     ImStucc    BrkFace
## 1225         2006     Gable  CompShg     CemntBd     CmentBd      Stone
## 1226         2006     Gable  CompShg     VinylSd     VinylSd       <NA>
## 1227         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1228         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1229         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1230         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1231         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1232         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1233         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1234         2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1235         2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1236         1998     Gable  CompShg     VinylSd     VinylSd       None
## 1237         1993     Gable  CompShg     HdBoard     HdBoard       None
## 1238         1991     Gable  CompShg     Plywood     Plywood       None
## 1239         1991     Gable  CompShg     Plywood     Plywood       None
## 1240         1994     Gable  CompShg     VinylSd     VinylSd       None
## 1241         1962       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1242         1977     Gable  CompShg     VinylSd     VinylSd       None
## 1243         2002       Hip  CompShg     HdBoard     HdBoard       None
## 1244         1965     Gable  CompShg     HdBoard     HdBoard       None
## 1245         1968     Gable  CompShg     Plywood     Plywood    BrkFace
## 1246         1963     Gable  CompShg     HdBoard     HdBoard       None
## 1247         1965     Gable  CompShg     HdBoard     HdBoard       None
## 1248         1964     Gable  CompShg     HdBoard     HdBoard       None
## 1249         1967     Gable  CompShg     VinylSd     VinylSd       None
##      MasVnrArea ExterQual ExterCond Foundation BsmtQual BsmtCond BsmtExposure
## 1             0        TA        TA     CBlock       TA       TA           No
## 2           108        TA        TA     CBlock       TA       TA           No
## 3             0        TA        TA      PConc       Gd       TA           No
## 4            20        TA        TA      PConc       TA       TA           No
## 5             0        Gd        TA      PConc       Gd       TA           No
## 6             0        TA        TA      PConc       Gd       TA           No
## 7             0        TA        Gd      PConc       Gd       TA           No
## 8             0        TA        TA      PConc       Gd       TA           No
## 9             0        TA        TA      PConc       Gd       TA           Gd
## 10            0        TA        TA     CBlock       TA       TA           No
## 11            0        Gd        TA      PConc       Gd       TA           No
## 12          504        TA        TA     CBlock       TA       TA           No
## 13          492        TA        TA     CBlock       TA       TA           No
## 14            0        TA        TA     CBlock       TA       TA           No
## 15            0        TA        TA     CBlock       Gd       TA           No
## 16          162        Ex        TA      PConc       Ex       TA           No
## 17          256        Gd        TA      PConc       Gd       TA           No
## 18          615        Gd        TA      PConc       Ex       TA           No
## 19          240        Gd        TA      PConc       Ex       TA           No
## 20         1095        Ex        TA      PConc       Ex       TA           Gd
## 21          232        Gd        TA      PConc       Gd       TA           Gd
## 22          178        Gd        TA      PConc       Gd       TA           Mn
## 23            0        Gd        TA      PConc       Gd       TA           No
## 24           14        Gd        TA      PConc       Gd       TA           Av
## 25            0        Gd        TA      PConc       Gd       TA           No
## 26            0        Gd        TA      PConc       Gd       TA           No
## 27          114        Gd        TA      PConc       Ex       TA           No
## 28          226        Gd        TA      PConc       Gd       TA         <NA>
## 29            0        Gd        TA      PConc       Gd       TA           No
## 30            0        Gd        TA      PConc       Ex       TA           No
## 31          122        Gd        TA      PConc       Gd       TA           Av
## 32            0        TA        Fa     BrkTil       TA       TA           No
## 33          250        TA        Gd     CBlock       TA       TA           Gd
## 34          504        Gd        TA      PConc       Gd       TA           No
## 35          180        Gd        TA      PConc       Gd       TA           No
## 36            0        Gd        TA      PConc       Ex       TA           Av
## 37            0        Gd        TA      PConc       Gd       TA           No
## 38          120        Gd        TA      PConc       Gd       TA           Av
## 39            0        Gd        TA      PConc       Gd       TA           No
## 40          216        Gd        TA      PConc       Gd       TA           No
## 41         1159        Gd        TA      PConc       Gd       TA           No
## 42            0        Gd        TA      PConc       Gd       TA           No
## 43            0        Gd        TA      PConc       Ex       Po           No
## 44            0        Gd        TA      PConc       Gd       TA           No
## 45            0        Gd        TA      PConc       Gd       TA           No
## 46          120        TA        TA     CBlock       TA       TA           No
## 47            0        TA        TA      PConc       Gd       TA           Mn
## 48            0        TA        TA      PConc       Gd       TA           Mn
## 49            0        TA        TA     CBlock       TA       TA           No
## 50          172        TA        TA     CBlock       TA       TA           No
## 51            0        TA        TA      PConc       Gd       TA           No
## 52          268        TA        TA     CBlock       TA       TA           No
## 53            0        TA        TA     CBlock       TA       TA           No
## 54          144        TA        TA     CBlock       TA       TA           No
## 55          265        Gd        TA     CBlock       TA       TA           No
## 56          340        TA        Gd     CBlock       TA       TA           No
## 57          216        TA        TA     CBlock       TA       TA           Gd
## 58            0        TA        TA     CBlock       TA       TA           No
## 59          506        Gd        TA      PConc       Gd       TA           No
## 60          150        TA        TA     CBlock       TA       TA           No
## 61           91        TA        TA     CBlock       TA       TA           No
## 62          432        TA        TA     CBlock       TA       TA           No
## 63            0        TA        TA     CBlock       TA       TA           No
## 64            0        TA        TA     CBlock       TA       TA           No
## 65            0        TA        Gd     CBlock       TA       TA           No
## 66            0        TA        TA     CBlock       TA       TA           Av
## 67            0        TA        TA     BrkTil       TA       TA           No
## 68            0        TA        TA     CBlock       TA       TA           No
## 69            0        TA        TA     CBlock       TA       TA           No
## 70          218        TA        TA     CBlock       TA       TA           Gd
## 71          771        TA        TA      PConc       TA       TA           No
## 72            0        TA        TA      PConc       TA       TA           No
## 73            0        TA        TA     CBlock       TA       TA           Mn
## 74            0        TA        TA      PConc       Gd       TA           No
## 75            0        TA        Gd     BrkTil       TA       TA           No
## 76            0        TA        TA     BrkTil       TA       TA           No
## 77            0        TA        Fa     BrkTil       Fa       Fa           No
## 78            0        Gd        Gd     BrkTil       TA       TA           No
## 79            0        Gd        Gd      Stone       Fa       Fa           No
## 80            0        TA        Fa     BrkTil       TA       TA           Mn
## 81            0        TA        TA     CBlock       Fa       TA           No
## 82            0        TA        Gd     CBlock       TA       TA           No
## 83            0        TA        TA     BrkTil       Gd       TA           No
## 84            0        TA        TA     BrkTil       TA       TA           No
## 85            0        TA        TA     BrkTil       TA       Gd           No
## 86            0        TA        Gd     CBlock       TA       TA           No
## 87          300        TA        TA     CBlock       TA       TA           No
## 88            0        TA        TA     CBlock       TA       TA           No
## 89            0        TA        TA     CBlock       TA       Fa           No
## 90            0        TA        TA     BrkTil       TA       TA           No
## 91            0        TA        TA     BrkTil       Fa       Fa           No
## 92            0        TA        Fa     CBlock       TA       TA           No
## 93            0        Gd        Gd      PConc       TA       TA           No
## 94            0        TA        Gd     BrkTil       TA       TA           No
## 95           90        TA        TA     CBlock       Gd       TA           No
## 96            0        TA        TA     BrkTil       Gd       Fa           No
## 97            0        Fa        Fa     BrkTil       TA       TA           No
## 98            0        TA        TA     CBlock       Fa       TA           No
## 99            0        TA        TA     CBlock       TA       TA           No
## 100           0        TA        Gd     BrkTil       TA       TA           Mn
## 101          72        Fa        Fa     CBlock       TA       TA           No
## 102          47        TA        TA     CBlock       TA       TA           Mn
## 103           0        TA        TA     CBlock       TA       TA           No
## 104           0        TA        TA     CBlock       Gd       TA           Av
## 105           0        TA        Gd     CBlock       TA       Gd           No
## 106           0        Gd        Gd     CBlock       Gd       TA           Gd
## 107           0        TA        TA     BrkTil       Fa       TA           No
## 108         288        TA        TA      PConc       Gd       TA           Av
## 109           0        TA        TA     CBlock       TA       TA           Mn
## 110           0        TA        TA     CBlock       TA       TA           No
## 111           0        TA        TA     CBlock       TA       Fa           No
## 112           0        TA        TA     CBlock       TA       TA           Av
## 113          96        Gd        TA      PConc       Gd       TA           Gd
## 114           0        TA        Fa     CBlock       TA       TA           Mn
## 115         177        Gd        TA     CBlock       Gd       TA           Gd
## 116          85        Gd        Gd      PConc       Gd       TA           No
## 117          80        Gd        TA      PConc       Gd       TA           No
## 118           0        TA        TA      PConc       Fa       Gd           No
## 119           0        TA        Gd      PConc       Gd       Fa           Av
## 120           0        TA        TA      PConc       Gd       TA           No
## 121           0        Gd        Gd     CBlock       Gd       TA           No
## 122           0        TA        TA     CBlock       TA       TA           Av
## 123         320        Gd        TA      PConc       Gd       TA           No
## 124           0        Gd        TA      PConc       Gd       TA           No
## 125         170        Gd        TA      PConc       Gd       TA           Av
## 126           0        TA        Gd     CBlock     <NA>     <NA>         <NA>
## 127           0        TA        Gd     CBlock       Fa       TA           No
## 128           0        TA        TA     CBlock       Gd       TA           Gd
## 129           0        TA        TA     CBlock       TA       TA           No
## 130           0        TA        TA     CBlock       TA       TA           Av
## 131           0        TA        TA     CBlock       TA       TA           No
## 132         203        TA        TA     BrkTil       TA       TA           Mn
## 133           0        TA        TA     CBlock       TA       TA           No
## 134           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 135           0        TA        TA      PConc       TA       Fa           No
## 136         371        Gd        Gd     BrkTil       Gd       TA           No
## 137         430        TA        Gd     CBlock       TA       TA           No
## 138          44        TA        TA      PConc       Gd       TA           No
## 139           0        Gd        TA     CBlock       Gd       TA           Gd
## 140           0        Gd        TA     CBlock       Gd       TA           Av
## 141           0        TA        TA     BrkTil       TA       TA           No
## 142           0        TA        TA     BrkTil       TA       TA           Mn
## 143           0        Fa        Fa     CBlock       TA       TA           No
## 144         186        Gd        TA      PConc       Ex       TA           Gd
## 145           0        Gd        TA      PConc       Gd       TA           No
## 146           0        TA        TA     CBlock       TA       TA           No
## 147           0        TA        TA     CBlock       TA       TA           No
## 148          60        Gd        TA      PConc       Gd       TA           No
## 149           0        Gd        TA      PConc       Gd       TA           No
## 150           0        TA        TA      PConc       Gd       TA           No
## 151           0        TA        TA     CBlock       TA       TA           No
## 152           0        TA        TA      PConc       Ex       TA           Av
## 153           0        TA        TA      PConc       Gd       TA           No
## 154           0        TA        TA     CBlock       Gd       TA           Gd
## 155           0        TA        TA     CBlock       TA       TA           No
## 156           0        TA        TA     CBlock       TA       TA           No
## 157           0        TA        TA     CBlock       TA       TA           No
## 158           0        TA        Gd     CBlock       TA       TA           No
## 159           0        TA        TA     CBlock       Gd       TA           Mn
## 160           0        TA        Po      PConc       TA       TA           No
## 161           0        TA        TA      PConc       Gd       TA           No
## 162           0        TA        TA     CBlock       TA       TA           Av
## 163           0        Gd        Gd      PConc       Gd       Gd           Gd
## 164           0        Gd        Gd      PConc       Gd       TA           Mn
## 165           0        TA        TA     CBlock       Fa       Fa           No
## 166         440        TA        TA     CBlock       TA       TA           No
## 167           0        TA        TA      PConc       Gd       TA           No
## 168         188        Gd        TA      PConc       Gd       TA           Gd
## 169          32        TA        TA      PConc       Gd       TA           No
## 170           0        Gd        TA      PConc       Ex       TA           Av
## 171           0        TA        TA      PConc       Gd       TA           Av
## 172           0        Gd        TA      PConc       Gd       TA           No
## 173           0        Gd        TA      PConc       Gd       TA           No
## 174           0        Gd        TA      PConc       Gd       TA           No
## 175           0        TA        TA      PConc       Gd       TA           No
## 176          45        TA        TA      PConc       Gd       TA           No
## 177         157        TA        TA      PConc       Gd       TA           No
## 178         256        TA        TA     CBlock       Gd       TA           No
## 179         101        TA        TA      PConc       TA       TA           No
## 180         229        TA        TA     CBlock       Gd       TA           No
## 181         144        TA        TA      PConc       TA       TA           No
## 182           0        Gd        TA      PConc       Gd       TA           Mn
## 183           0        Gd        TA      PConc       Gd       TA           No
## 184           0        Gd        TA      PConc       Gd       TA           No
## 185         161        TA        TA     CBlock       Gd       TA           Av
## 186         196        TA        TA     CBlock       TA       TA           No
## 187           0        TA        TA     CBlock       TA       TA           No
## 188           0        TA        TA     CBlock       TA       TA           No
## 189         178        TA        TA     CBlock       Gd       TA           No
## 190           0        TA        TA     CBlock       TA       TA           No
## 191           0        TA        Gd     CBlock       TA       TA           No
## 192         504        TA        TA     CBlock       TA       TA           No
## 193         425        TA        TA     CBlock       TA       TA           No
## 194           0        TA        TA     CBlock       Gd       TA           No
## 195           0        TA        TA     CBlock       Gd       TA           No
## 196           0        TA        TA     CBlock       Gd       TA           No
## 197           0        TA        TA     CBlock       Gd       TA           No
## 198           0        Gd        TA     CBlock       Gd       TA           No
## 199           0        TA        TA     CBlock       TA       TA           No
## 200         165        Gd        TA      PConc       TA       TA           No
## 201         726        Ex        TA      PConc       Ex       TA           No
## 202           0        Gd        TA      PConc       Ex       TA           No
## 203         450        Ex        TA      PConc       Ex       TA           Av
## 204         472        Ex        TA      PConc       Ex       TA           Gd
## 205         302        Ex        TA      PConc       Ex       TA           No
## 206         238        Gd        TA      PConc       Ex       TA           Gd
## 207          20        Gd        TA      PConc       Ex       TA           Av
## 208         284        Ex        TA      PConc       Ex       TA           Mn
## 209         122        Gd        TA      PConc       Ex       Gd           Av
## 210         285        Ex        TA      PConc       Ex       TA           No
## 211         418        Gd        TA      PConc       Gd       TA           No
## 212         724        Gd        TA      PConc       Ex       TA           No
## 213         186        Gd        TA      PConc       Gd       TA           No
## 214         383        Gd        TA      PConc       Gd       TA           No
## 215         240        Gd        TA      PConc       Gd       TA           Av
## 216         135        Gd        TA      PConc       Gd       TA           Av
## 217         176        Gd        TA      PConc       Gd       TA           No
## 218         730        Ex        TA      PConc       Ex       TA           Gd
## 219         470        Gd        TA      PConc       Ex       TA           Gd
## 220         308        Ex        TA      PConc       Ex       TA           No
## 221         500        Ex        TA      PConc       Ex       TA           No
## 222         270        Gd        TA      PConc       Ex       TA           Gd
## 223         163        Gd        TA      PConc       Gd       TA           No
## 224           0        Gd        TA      PConc       Gd       Gd           No
## 225           0        Gd        TA      PConc       Gd       TA           Av
## 226          16        Gd        TA      PConc       Gd       TA           Av
## 227           0        Gd        TA      PConc       Gd       TA           Mn
## 228         200        Gd        TA      PConc       Gd       TA           No
## 229           0        Gd        TA      PConc       Gd       TA           Mn
## 230           0        Gd        TA      PConc       Gd       TA           No
## 231           0        Gd        TA      PConc       Gd       TA           No
## 232          NA        Gd        TA      PConc       Ex       TA           No
## 233           0        Gd        TA      PConc       Gd       TA           Mn
## 234           0        TA        TA      PConc       Gd       TA           No
## 235           0        TA        TA      PConc       Gd       TA           No
## 236         210        Gd        TA      PConc       Gd       TA           No
## 237           0        TA        TA      PConc       TA       TA           No
## 238         150        Gd        TA      PConc       Gd       TA           Mn
## 239         634        Gd        TA      PConc       Gd       TA           Av
## 240         286        Gd        TA      PConc       Gd       TA           No
## 241         372        Gd        TA      PConc       Gd       TA           No
## 242         240        Gd        TA      PConc       Gd       TA           Mn
## 243         294        Gd        TA      PConc       Gd       TA           No
## 244         260        Gd        TA      PConc       Gd       TA           Av
## 245         206        Gd        TA      PConc       Ex       TA           Av
## 246         198        Ex        TA      PConc       Ex       TA           Gd
## 247          NA        Gd        TA      PConc       Ex       TA           No
## 248           0        Gd        TA      PConc       Gd       TA           No
## 249         120        Gd        TA      PConc       Gd       TA           Av
## 250         238        Gd        TA      PConc       Gd       TA           No
## 251         121        Gd        TA      PConc       Ex       Gd           No
## 252         288        Gd        TA      PConc       Gd       TA           No
## 253           0        Gd        TA      PConc       Gd       TA           No
## 254           0        Gd        TA      PConc       Gd       TA           No
## 255           0        Gd        TA      PConc       Gd       TA           No
## 256           0        Gd        TA      PConc       Gd       TA           No
## 257           0        Gd        TA      PConc       Gd       Gd           No
## 258           0        TA        TA      PConc       Gd       TA           No
## 259           0        Gd        TA      PConc       Gd       TA           Gd
## 260         264        Gd        TA      PConc       Gd       TA           Gd
## 261           0        Gd        TA      PConc       Gd       TA           No
## 262           0        TA        TA      PConc       Gd       TA           No
## 263           0        TA        TA      PConc       Gd       TA           No
## 264         140        Gd        TA      PConc       Gd       TA           No
## 265         132        Gd        TA      PConc       Gd       TA           No
## 266           0        Gd        Gd      PConc       Gd       Gd           No
## 267           0        Gd        TA      PConc       Gd       TA           No
## 268           0        Gd        TA      PConc       Gd       TA           No
## 269         141        TA        Gd     CBlock       Gd       TA           No
## 270           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 271           0        TA        TA     CBlock       TA       TA           No
## 272           0        TA        TA     CBlock       TA       TA           No
## 273           0        TA        TA     CBlock       TA       TA           No
## 274           0        TA        TA     CBlock       TA       TA           No
## 275           0        Gd        Gd     CBlock       TA       TA           No
## 276          60        TA        TA     CBlock       TA       TA           No
## 277         115        Gd        Gd     CBlock       Gd       Gd           Gd
## 278         196        Gd        Gd      PConc       Gd       TA           No
## 279           0        Gd        TA      PConc       Gd       TA           No
## 280         280        Gd        TA      PConc       Gd       TA           No
## 281         252        Gd        TA      PConc       Gd       TA           No
## 282         513        Gd        TA      PConc       Gd       TA           No
## 283         218        Gd        TA      PConc       Gd       TA           No
## 284         450        Ex        Ex     CBlock       Gd       Gd           Gd
## 285           0        Gd        TA     CBlock       Gd       TA           Mn
## 286         200        Gd        Gd     CBlock       TA       TA           No
## 287           0        TA        TA     CBlock       TA       TA           Mn
## 288         256        TA        TA      PConc       TA       TA           No
## 289         128        TA        TA     CBlock       Gd       TA           Mn
## 290         200        TA        TA     CBlock       TA       TA           Av
## 291         283        TA        Gd      PConc       Gd       TA           No
## 292           0        TA        TA      PConc       TA       TA           No
## 293           0        TA        TA     CBlock       TA       TA           No
## 294         252        TA        TA     CBlock       TA       TA           No
## 295         509        TA        TA     CBlock       Gd       TA           Av
## 296           0        TA        TA     CBlock       TA       TA           No
## 297           0        TA        TA     CBlock       TA       TA           No
## 298         160        TA        TA     CBlock       TA       TA           No
## 299          70        TA        Gd     CBlock       TA       TA           No
## 300         217        TA        TA     CBlock       TA       TA           No
## 301         144        TA        Gd     CBlock       TA       TA           No
## 302           0        TA        Gd     CBlock       TA       TA           No
## 303          90        TA        TA     CBlock       TA       TA           Gd
## 304           0        TA        TA     CBlock       TA       TA           No
## 305           0        Gd        TA     CBlock       TA       TA           No
## 306           3        TA        TA     CBlock       TA       TA           No
## 307         210        TA        Gd     CBlock       TA       TA           No
## 308         164        Gd        TA     CBlock       TA       TA           No
## 309         128        TA        TA     CBlock       TA       TA           No
## 310           0        Gd        TA     CBlock       TA       TA           No
## 311           0        TA        TA     CBlock       TA       TA           No
## 312           0        TA        TA     CBlock       TA       TA           No
## 313           0        TA        TA     CBlock       TA       TA           No
## 314         657        TA        TA      PConc       TA       TA           No
## 315          80        TA        TA     CBlock       TA       TA           No
## 316           0        TA        TA     CBlock       TA       TA           No
## 317           0        TA        Gd     CBlock       TA       TA           No
## 318           0        Gd        TA     CBlock       TA       TA           No
## 319         140        TA        TA       Slab     <NA>     <NA>         <NA>
## 320           0        TA        TA     CBlock       TA       TA           Mn
## 321           0        TA        TA     CBlock       TA       TA           No
## 322           0        TA        TA     CBlock       TA       TA           No
## 323           0        TA        Gd     BrkTil       TA       TA           No
## 324           0        Gd        Gd     BrkTil       Fa       TA           No
## 325           0        TA        TA     BrkTil       TA       TA           No
## 326           0        TA        TA     BrkTil       TA       TA           No
## 327           0        Gd        Gd      PConc       TA       TA           No
## 328           0        Fa        TA      PConc       Fa       TA           No
## 329           0        TA        TA     BrkTil       TA       TA           No
## 330           0        TA        TA     BrkTil       TA       TA           No
## 331         480        TA        TA     CBlock       TA       TA           No
## 332         295        TA        TA     CBlock       TA       TA           No
## 333           0        Fa        TA     CBlock       TA       Fa           No
## 334           0        Gd        Gd     CBlock       TA       TA           Mn
## 335         143        TA        TA     CBlock       TA       TA           No
## 336          82        TA        TA     CBlock       Gd       TA           Gd
## 337           0        TA        TA     CBlock       TA       TA           Av
## 338           0        TA        TA     CBlock       TA       TA           No
## 339           0        TA        Gd     CBlock       TA       Gd           No
## 340           0        TA        TA     CBlock       Gd       TA           Av
## 341           0        TA        TA     CBlock       TA       TA           No
## 342           0        TA        TA     CBlock       TA       TA           No
## 343         420        TA        TA     CBlock       TA       TA           No
## 344         124        TA        Gd     CBlock       Gd       TA           Av
## 345           0        TA        TA     CBlock       TA       TA           No
## 346           0        TA        TA      PConc       TA       TA           No
## 347           0        TA        TA     CBlock       TA       TA           Mn
## 348           0        TA        Gd     CBlock       TA       TA           No
## 349           0        Gd        TA     CBlock       TA       TA           No
## 350           0        TA        TA     BrkTil       TA       TA           No
## 351           0        Fa        TA     BrkTil       Fa       Po           No
## 352           0        TA        TA     BrkTil       Fa       TA           No
## 353           0        TA        Ex     CBlock       TA       TA           No
## 354           0        TA        TA     BrkTil       Fa       TA           No
## 355           0        TA        Gd     BrkTil     <NA>     <NA>         <NA>
## 356           0        Gd        TA      PConc       Fa       TA           No
## 357           0        Gd        Gd     BrkTil       Fa       TA           No
## 358           0        TA        TA     BrkTil       Fa       Gd           Mn
## 359           0        TA        TA     BrkTil       TA       TA           No
## 360           0        TA        TA     BrkTil       TA       TA           No
## 361           0        Fa        TA     BrkTil       TA       TA           No
## 362           0        TA        TA      PConc       TA       TA           No
## 363           0        TA        Fa     CBlock       Fa       TA           No
## 364           0        TA        TA     BrkTil       TA       TA           No
## 365           0        TA        TA     CBlock       TA       TA           No
## 366         444        TA        TA     BrkTil       TA       TA           No
## 367           0        TA        TA     BrkTil       TA       TA           No
## 368           0        TA        TA     BrkTil       TA       Fa           No
## 369           0        TA        Fa     BrkTil       TA       TA           No
## 370           0        TA        TA      PConc       TA       TA           No
## 371           0        TA        Gd     BrkTil       TA       TA           No
## 372           0        TA        TA     BrkTil       TA       Fa           No
## 373           0        TA        TA     CBlock       TA       Fa           No
## 374           0        TA        TA     BrkTil       TA       TA           No
## 375         188        TA        Fa     BrkTil       TA       Fa           No
## 376           0        TA        Fa     BrkTil       TA       TA           No
## 377           0        TA        Gd      PConc       Gd       Fa           Av
## 378           0        TA        Gd     CBlock       TA       TA           No
## 379           0        TA        Gd     CBlock       Fa       TA           No
## 380           0        TA        Gd     CBlock       Gd       Gd           Gd
## 381           0        TA        TA      PConc       Gd       Gd           Gd
## 382           0        TA        TA      PConc       TA       TA           No
## 383         172        TA        TA     CBlock       TA       TA           No
## 384          23        TA        TA     CBlock       Gd       TA           Gd
## 385           0        TA        TA     CBlock       TA       Gd           No
## 386          54        TA        TA     CBlock       TA       TA           Av
## 387         366        TA        TA     CBlock       TA       TA           Mn
## 388           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 389           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 390           0        TA        TA     CBlock       TA       TA           No
## 391           0        TA        TA     CBlock       TA       TA           No
## 392           0        TA        TA     CBlock       Gd       TA           No
## 393         149        Gd        TA     CBlock       Gd       TA           Mn
## 394           0        Gd        TA      PConc       Gd       TA           No
## 395         100        Gd        TA     CBlock       Gd       TA           Av
## 396           0        Gd        Gd      PConc       Gd       Gd           No
## 397           0        Gd        TA      PConc     <NA>     <NA>         <NA>
## 398           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 399           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 400         216        TA        TA     CBlock       Gd       TA           Av
## 401           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 402          23        TA        TA      PConc       Ex       TA           No
## 403          23        TA        TA      PConc       Ex       TA           No
## 404          23        TA        TA      PConc       Ex       TA           No
## 405         242        Ex        TA      PConc       Ex       TA           Gd
## 406         364        Ex        TA      PConc       Ex       TA           Gd
## 407           0        Gd        TA      PConc       Gd       TA           Av
## 408         352        Gd        TA      PConc       Ex       TA           Av
## 409           0        Gd        TA      PConc       Gd       TA           Av
## 410         140        Gd        TA      PConc       Gd       TA           Av
## 411          76        Gd        TA      PConc       Ex       TA           Gd
## 412           0        Gd        TA      PConc       Gd       TA           Av
## 413           0        Gd        TA      PConc       Gd       TA           Av
## 414           0        TA        Gd      PConc       TA       TA           No
## 415           0        TA        TA      PConc       Gd       TA           Mn
## 416         120        TA        TA      PConc       Gd       TA           No
## 417          68        Gd        TA      PConc       Gd       TA           No
## 418         180        Gd        TA      PConc       Gd       TA           Mn
## 419          76        TA        TA     BrkTil       Gd       TA           Av
## 420          40        TA        TA     CBlock       TA       TA           No
## 421           0        Gd        TA      PConc       Gd       TA           Av
## 422         198        Gd        TA      PConc       Gd       TA           Av
## 423          NA        Gd        TA      PConc       Gd       TA           No
## 424           0        Gd        TA      PConc       Gd       TA           No
## 425         260        Gd        TA      PConc       Gd       TA           Gd
## 426         164        Gd        TA      PConc       Ex       TA           Gd
## 427         209        Gd        TA      PConc       Gd       TA           Av
## 428         180        Gd        TA      PConc       Gd       TA           Av
## 429           0        Gd        TA      PConc       Gd       TA           No
## 430           0        TA        TA     CBlock       TA       TA           No
## 431          80        TA        TA       Wood       Gd       TA           Gd
## 432           0        TA        TA     CBlock       TA       TA           No
## 433           0        TA        TA     CBlock       Fa       TA           Mn
## 434          74        TA        TA     CBlock       TA       TA           No
## 435         259        TA        TA     CBlock       TA       TA           No
## 436           0        TA        TA     CBlock       TA       TA           No
## 437          88        TA        TA      PConc       TA       Fa           No
## 438           0        TA        TA     BrkTil       TA       TA           No
## 439           0        Gd        TA     BrkTil       TA       TA           No
## 440           0        TA        TA     BrkTil       TA       Fa           Mn
## 441           0        TA        TA     CBlock       TA       TA           No
## 442           0        TA        TA     CBlock       TA       TA           No
## 443           0        TA        TA     BrkTil       TA       TA           No
## 444           0        TA        Gd     BrkTil       TA       TA           Mn
## 445         132        TA        TA     CBlock       TA       TA           No
## 446           0        TA        TA     BrkTil       TA       TA           No
## 447         420        TA        TA      PConc       TA       TA           Av
## 448           0        TA        TA     CBlock       TA       TA           No
## 449           0        TA        Gd     CBlock       Gd       TA           Mn
## 450           0        TA        TA     CBlock       Gd       TA           No
## 451         242        TA        Gd     CBlock       TA       TA           No
## 452           0        Gd        Gd     CBlock       Gd       TA           No
## 453           0        TA        TA     BrkTil       TA       TA           No
## 454           0        TA        TA     BrkTil       TA       TA           No
## 455         174        Ex        TA      PConc       Ex       TA           Gd
## 456           0        Fa        Fa     CBlock     <NA>     <NA>         <NA>
## 457           0        Gd        TA      PConc       Gd       TA           No
## 458           0        TA        TA     CBlock       TA       TA           Av
## 459           0        TA        TA     CBlock       Gd       TA           Av
## 460           0        TA        TA      PConc       Gd       TA           No
## 461         246        Ex        TA     CBlock       Ex       TA           Gd
## 462         406        Ex        TA      PConc       Ex       TA           Gd
## 463           0        TA        Gd      PConc       Gd       TA           No
## 464         310        TA        TA      PConc       Gd       TA           Gd
## 465           0        Gd        TA      PConc       Gd       TA           No
## 466         290        Ex        TA      PConc       Ex       TA           Gd
## 467         182        TA        TA     CBlock       TA       TA           No
## 468         176        TA        TA     CBlock       TA       TA           No
## 469           0        TA        TA     CBlock       Gd       TA           Av
## 470           0        TA        Gd     CBlock       Gd       TA           Av
## 471           0        TA        TA      PConc       Gd       TA           Av
## 472           0        TA        TA      PConc       Gd       TA           No
## 473         178        Gd        Ex     CBlock       TA       TA           Gd
## 474           0        TA        TA      PConc       TA       TA           No
## 475         119        TA        TA      PConc       Gd       TA           No
## 476           0        TA        TA      PConc       Gd       TA           Gd
## 477           0        TA        TA      PConc       Gd       TA           No
## 478           0        Gd        TA      PConc       Gd       TA           No
## 479           0        Gd        TA      PConc       Ex       TA           Mn
## 480           0        Gd        TA      PConc       Gd       TA           Mn
## 481           0        TA        TA      PConc       Gd       TA           No
## 482         194        TA        TA      PConc       Gd       TA           No
## 483           0        Gd        TA      PConc       Gd       TA           Gd
## 484         130        Gd        TA      PConc       Ex       TA           Gd
## 485         296        Ex        TA      PConc       Ex       TA           Gd
## 486           0        TA        TA     CBlock       TA       TA           No
## 487         178        Ex        TA      PConc       Ex       TA           Gd
## 488          44        TA        TA     CBlock       TA       TA           No
## 489         102        Gd        TA     CBlock       Gd       Gd           Mn
## 490         174        Gd        TA     CBlock       Gd       TA           Mn
## 491         383        Gd        Gd     CBlock       Gd       TA           No
## 492         194        Gd        TA     CBlock       Gd       Fa           No
## 493         621        TA        TA      PConc       Gd       TA           No
## 494         280        TA        TA     CBlock       Gd       TA           Mn
## 495           0        TA        TA     CBlock       TA       Fa           No
## 496         168        Gd        TA      PConc       Gd       TA           No
## 497         120        TA        TA     CBlock       TA       TA           No
## 498         402        Gd        TA      PConc       Gd       TA           No
## 499           0        TA        TA     CBlock       Gd       TA           Mn
## 500          72        TA        TA     CBlock       Gd       TA           Mn
## 501           0        TA        TA     CBlock       Gd       TA           No
## 502         359        TA        TA     CBlock       TA       TA           No
## 503         422        TA        TA     CBlock       TA       TA           No
## 504         356        TA        TA     CBlock       TA       TA           No
## 505           0        TA        TA     CBlock       Gd       TA           No
## 506           0        TA        TA     CBlock       Gd       TA           No
## 507         302        Gd        TA      PConc       Ex       TA           No
## 508         554        Gd        TA      PConc       Ex       TA           Gd
## 509         480        Ex        TA      PConc       Ex       TA           Gd
## 510         270        Gd        TA      PConc       Ex       TA           Gd
## 511         468        Ex        TA      PConc       Ex       TA           Gd
## 512         368        Gd        TA      PConc       Ex       TA           Av
## 513         108        Ex        TA      PConc       Gd       TA           Av
## 514         126        Gd        TA      PConc       Ex       TA           No
## 515         680        Ex        TA      PConc       Ex       TA           Gd
## 516         504        Gd        TA      PConc       Gd       TA           Mn
## 517        1110        Gd        TA      PConc       Ex       TA           Mn
## 518         221        Gd        TA      PConc       Ex       TA           Gd
## 519         492        Ex        TA      PConc       Gd       TA           No
## 520         144        Gd        TA      PConc       Gd       TA           No
## 521         714        Ex        TA      PConc       Ex       TA           No
## 522         176        Gd        TA      PConc       Gd       TA           No
## 523         196        Gd        TA      PConc       Gd       TA           No
## 524         106        Gd        TA      PConc       Gd       TA           No
## 525         143        Gd        TA      PConc       Gd       TA           Gd
## 526          24        Gd        TA      PConc       Gd       TA           No
## 527          20        Gd        TA      PConc       Gd       TA           Gd
## 528           0        Gd        TA      PConc       Gd       TA           No
## 529           0        Gd        TA      PConc       Gd       TA           No
## 530         196        Gd        TA      PConc       Gd       TA           No
## 531         176        Gd        TA      PConc       Gd       TA           No
## 532         647        Gd        TA      PConc       Gd       TA           Av
## 533          NA        Gd        TA      PConc       Gd       TA           No
## 534           0        Gd        TA      PConc       Gd       TA           No
## 535           0        TA        TA      PConc       Gd       TA           No
## 536        1290        Gd        TA      PConc       Gd       TA           No
## 537         295        Gd        TA      PConc       Ex       TA           Mn
## 538         495        Gd        TA      PConc       Gd       TA           Av
## 539           0        Gd        TA      PConc       Ex       TA           No
## 540         466        Gd        TA      PConc       Gd       TA           Av
## 541         320        Gd        TA      PConc       Gd       TA           Av
## 542         128        Gd        TA      PConc       Ex       TA           No
## 543         156        Gd        TA      PConc       Gd       TA           Av
## 544         310        Gd        TA      PConc       Gd       TA           Av
## 545          NA        Gd        TA      PConc       Ex       TA           No
## 546           0        Gd        TA      PConc       Gd       TA           No
## 547         292        Gd        TA      PConc       Gd       TA           Av
## 548         210        Gd        TA      PConc       Gd       TA           No
## 549           0        Gd        TA      PConc       Gd       TA           Mn
## 550          95        Gd        TA      PConc       Gd       TA           Av
## 551         126        TA        TA      PConc       Gd       Gd           No
## 552           0        Gd        TA      PConc       Gd       TA           Mn
## 553          38        Gd        TA      PConc       Gd       TA           No
## 554         120        Gd        TA      PConc       Gd       TA           No
## 555         145        Gd        TA      PConc       Gd       TA           Av
## 556           0        Gd        TA      PConc       Gd       TA           No
## 557           0        Gd        TA      PConc       Gd       TA           No
## 558           0        TA        TA      PConc       TA       Gd           No
## 559           0        TA        Gd     CBlock       TA       TA           No
## 560           0        TA        TA     CBlock       TA       Fa           Mn
## 561           0        TA        TA     CBlock       Gd       Gd           No
## 562         144        TA        TA     CBlock       TA       TA           Av
## 563           0        TA        Gd     CBlock       Gd       TA           No
## 564         304        Gd        TA      PConc       Gd       TA           No
## 565         568        Gd        TA      PConc       Gd       TA           Gd
## 566           0        Gd        TA      PConc       Gd       TA           No
## 567           0        Gd        TA      PConc       Gd       TA           No
## 568           0        Gd        TA      PConc       Gd       TA           No
## 569         216        TA        TA      PConc       Gd       TA           No
## 570         260        Gd        TA      PConc       Gd       TA           Av
## 571         179        Gd        TA      PConc       Ex       TA           Av
## 572           0        Gd        TA      PConc       Ex       TA           Av
## 573         260        Gd        TA      PConc       Gd       TA           Av
## 574         216        Gd        TA      PConc       Gd       TA           No
## 575         513        TA        TA      PConc       TA       TA           No
## 576         466        Gd        TA      PConc       Gd       TA           No
## 577         456        Gd        TA      PConc       Gd       TA           No
## 578           0        Ex        TA      PConc       Gd       TA           Mn
## 579           0        Gd        TA      PConc       Gd       TA           Gd
## 580        1050        Gd        Gd     CBlock       Gd       TA           No
## 581           0        Ex        Ex     CBlock       Gd     <NA>           Mn
## 582          NA        Gd        TA      PConc       Gd       TA           No
## 583           0        TA        TA     CBlock       TA       TA           Av
## 584           0        TA        TA     CBlock       TA       TA           No
## 585           0        TA        TA     CBlock       TA       TA           No
## 586           0        TA        TA     CBlock       TA       TA           No
## 587           0        TA        TA     CBlock       TA       TA           No
## 588           0        Gd        TA     CBlock       TA       TA           No
## 589           0        TA        TA     CBlock       TA       TA           No
## 590           0        TA        TA     CBlock       Gd       Gd           No
## 591           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 592           0        TA        Gd     CBlock       TA       TA           No
## 593           0        TA        TA     CBlock       TA       TA           No
## 594           0        TA        TA      PConc       TA       TA           No
## 595         203        Fa        Fa     CBlock       TA       TA           No
## 596           0        TA        Gd     CBlock       TA       TA           No
## 597          88        TA        TA     CBlock       TA       TA           No
## 598         410        Gd        Gd     CBlock       TA       TA           No
## 599         143        TA        TA     CBlock       TA       TA           No
## 600           0        TA        TA     CBlock       TA       TA           No
## 601         187        TA        TA     CBlock       TA       TA           No
## 602           0        TA        TA     CBlock       TA       TA           No
## 603          52        TA        TA     CBlock       TA       TA           No
## 604          84        TA        TA     CBlock       TA       TA           No
## 605           0        TA        TA      PConc       TA       TA           No
## 606         360        TA        TA     CBlock       TA       TA           No
## 607           0        TA        TA     BrkTil     <NA>     <NA>         <NA>
## 608           0        TA        TA     CBlock       TA       TA           No
## 609           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 610           0        TA        Gd      PConc       TA       TA           No
## 611           0        Gd        TA      PConc       TA       TA           No
## 612           0        TA        TA     BrkTil       TA       TA           No
## 613           0        TA        TA     CBlock       TA       TA           No
## 614         125        TA        TA     CBlock       TA       TA           No
## 615         276        TA        TA     CBlock       TA       TA           Gd
## 616           0        TA        TA     CBlock       Fa       TA           No
## 617           0        TA        TA      PConc       TA       TA           No
## 618           0        TA        TA     CBlock       TA       TA           No
## 619           0        TA        TA     CBlock       TA       TA           No
## 620           0        TA        TA     CBlock       TA       TA           No
## 621           0        TA        TA     CBlock       TA       TA           No
## 622           0        TA        TA     CBlock       TA       TA           Av
## 623           0        TA        Gd     CBlock       TA       TA           Mn
## 624           0        TA        TA     CBlock       TA       TA           No
## 625           0        TA        TA     CBlock       TA       TA           No
## 626           0        TA        TA      PConc       TA       TA           No
## 627           0        TA        TA     BrkTil       TA       TA           No
## 628           0        TA        TA     BrkTil       TA       Fa           No
## 629           0        TA        TA     CBlock       Fa       TA           No
## 630           0        Gd        TA     BrkTil       TA       TA           No
## 631           0        TA        TA      Stone       TA       TA           No
## 632           0        TA        Gd     BrkTil       TA       TA           No
## 633           0        Fa        Fa     BrkTil       TA       TA           No
## 634           0        Gd        TA     CBlock       TA       TA           No
## 635           0        TA        TA     CBlock       TA       TA           No
## 636           0        TA        TA     BrkTil       TA       Gd           No
## 637           0        TA        TA     BrkTil       Fa       TA           No
## 638           0        TA        TA     CBlock       TA       TA           No
## 639           0        TA        Gd     BrkTil       TA       TA           No
## 640           0        TA        TA     BrkTil       Fa       Fa           No
## 641           0        TA        Fa     BrkTil       Fa       TA           No
## 642           0        TA        TA     BrkTil       TA       TA           No
## 643           0        TA        TA     CBlock       TA       TA           No
## 644           0        TA        TA     BrkTil       TA       TA           No
## 645           0        Gd        TA     BrkTil       Fa       TA           No
## 646           0        Fa        Fa     BrkTil       Fa       Fa           No
## 647           0        TA        TA     BrkTil       TA       TA           Mn
## 648         164        TA        TA     CBlock       TA       TA           No
## 649           0        TA        TA     CBlock       TA       TA           No
## 650           0        Gd        Gd     BrkTil       TA       TA           No
## 651           0        TA        TA     CBlock       TA       Fa           No
## 652           0        TA        TA     BrkTil       TA       TA           No
## 653           0        TA        Gd     CBlock       TA       TA           No
## 654           0        TA        Gd     BrkTil       TA       TA           No
## 655           0        TA        TA     CBlock       TA       TA           No
## 656           0        TA        Fa     BrkTil       TA       Fa           No
## 657           0        TA        Gd     BrkTil       TA       TA           No
## 658           0        TA        TA     CBlock       TA       TA           No
## 659           0        TA        TA     BrkTil       TA       TA           No
## 660           0        TA        Gd     BrkTil       TA       TA           No
## 661           0        TA        TA      PConc     <NA>     <NA>         <NA>
## 662           0        TA        TA      PConc       TA       TA           No
## 663           0        TA        Gd     CBlock     <NA>     <NA>         <NA>
## 664           0        TA        TA     BrkTil       TA       TA           Mn
## 665           0        TA        TA     BrkTil       TA       TA           No
## 666           0        TA        Gd     BrkTil       TA       TA           No
## 667           0        TA        TA      PConc       TA       TA           Mn
## 668           0        Gd        TA     BrkTil       Gd       Gd           No
## 669           0        Gd        Gd     BrkTil       TA       TA           No
## 670           0        TA        TA     CBlock       TA       TA           No
## 671           0        TA        TA     BrkTil       TA       TA           No
## 672           0        TA        Fa     BrkTil       TA       Fa           No
## 673           0        TA        TA     CBlock       TA       TA           No
## 674           0        TA        TA      PConc       TA       TA           No
## 675           0        TA        TA     BrkTil       Fa       TA           No
## 676           0        Fa        Fa      PConc       TA       Fa           No
## 677           0        Gd        TA     CBlock       TA       TA           No
## 678           0        TA        TA     CBlock       Gd       TA           Av
## 679          39        TA        TA     CBlock       TA       TA           Av
## 680           0        TA        Fa     CBlock       TA       TA           No
## 681          40        TA        TA     CBlock       Gd       TA           Gd
## 682         340        TA        TA     CBlock       TA       TA           Mn
## 683           0        TA        TA      PConc       Gd       TA           Av
## 684           0        TA        TA      PConc       TA       Fa           No
## 685           0        TA        Gd     CBlock       TA       TA           No
## 686           0        TA        TA     CBlock       TA       Gd           Gd
## 687         275        TA        TA     CBlock       TA       TA           Mn
## 688           0        TA        TA     BrkTil       TA       TA           No
## 689           0        TA        Gd      PConc       Gd       TA           Av
## 690           0        TA        TA     CBlock       Gd       TA           Gd
## 691           0        TA        TA     CBlock       TA       TA           No
## 692           0        TA        TA      PConc       TA       TA           Gd
## 693           0        TA        TA     CBlock       TA       TA           Av
## 694           0        TA        TA      PConc       Gd       TA           Av
## 695         216        Gd        TA     CBlock       TA       TA           No
## 696         190        Gd        TA      PConc       Gd       TA           No
## 697         251        Gd        TA      PConc       Gd       TA           No
## 698           0        Gd        TA      PConc       Gd       TA           No
## 699           0        Gd        TA      PConc       Gd       TA           Av
## 700           0        Gd        TA      PConc       Gd       TA           No
## 701         156        Gd        TA      PConc       Gd       TA           Av
## 702         554        Gd        TA      PConc       Gd       TA           Gd
## 703         402        Ex        TA      PConc       Ex       TA           Av
## 704         302        Gd        TA      PConc       Gd       TA           Gd
## 705           0        TA        TA     CBlock       Gd       Gd           Gd
## 706           0        TA        TA      PConc       Gd       TA           No
## 707         150        TA        TA      PConc       Gd       TA           Gd
## 708         128        TA        TA      PConc       Gd       TA           No
## 709         120        Gd        TA      PConc       Gd       TA           Mn
## 710           0        Gd        TA      PConc       Gd       TA           No
## 711         180        TA        TA     CBlock       Gd       TA           Mn
## 712         176        TA        TA     CBlock       TA       TA           Av
## 713           0        TA        TA     CBlock       TA       TA           No
## 714         227        Gd        TA      PConc       Gd       TA           No
## 715         134        Gd        TA      PConc       Gd       TA           Mn
## 716         240        Gd        TA      PConc       Ex       TA           Gd
## 717           0        Gd        TA      PConc       Gd       TA           No
## 718         192        Gd        TA      PConc       Gd       TA           Av
## 719         205        Gd        TA      PConc       Gd       TA           Mn
## 720           0        TA        Gd      PConc       Gd       TA           Gd
## 721          50        Gd        TA      PConc       Gd       TA           Mn
## 722         212        Gd        TA      PConc       Gd       TA           No
## 723           0        Gd        TA      PConc       Gd       TA           Av
## 724           0        TA        TA     CBlock       TA       TA           No
## 725         222        TA        TA     CBlock       Gd       Gd           Gd
## 726          84        TA        TA     CBlock       TA     <NA>           No
## 727           0        TA        TA     CBlock       TA       TA           Av
## 728           0        TA        TA     CBlock       TA       TA           Av
## 729           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 730           0        TA        Fa      PConc     <NA>     <NA>         <NA>
## 731          58        TA        TA       Slab     <NA>     <NA>         <NA>
## 732           0        TA        TA     CBlock       TA       TA           Av
## 733           0        TA        TA      PConc       TA       TA           No
## 734           0        TA        Gd       Slab     <NA>     <NA>         <NA>
## 735         115        TA        TA     CBlock       Gd       TA           No
## 736           0        TA        TA     CBlock       Ex       TA           Av
## 737           0        TA        TA      PConc       TA       TA           No
## 738         174        TA        TA     BrkTil       TA       TA           No
## 739           0        TA        TA     BrkTil       TA       TA           No
## 740           0        TA        TA     BrkTil       TA       TA           No
## 741           0        TA        TA     BrkTil       Gd       TA           No
## 742           0        Gd        Gd      PConc       Fa       TA           No
## 743           0        TA        TA     BrkTil       TA       TA           No
## 744           0        TA        TA     CBlock       TA       TA           No
## 745           0        TA        TA     BrkTil       TA       TA           No
## 746          88        TA        Fa      PConc       TA       TA           No
## 747          40        TA        TA      PConc       TA       Fa           No
## 748           0        TA        Gd     CBlock       TA       Gd           No
## 749           0        TA        TA      PConc       TA       TA           No
## 750           0        TA        TA     CBlock       Gd       TA           No
## 751           0        TA        Gd     BrkTil       TA       TA           No
## 752           0        TA        TA     CBlock       Fa       TA           No
## 753           0        TA        TA     CBlock       Gd       TA           No
## 754           0        Fa        TA     CBlock       Gd       TA           Mn
## 755           0        TA        TA     BrkTil       TA       TA           No
## 756         162        TA        TA     CBlock       TA       TA           No
## 757           0        Fa        Po       Slab     <NA>     <NA>         <NA>
## 758           0        TA        TA      Stone     <NA>       Fa           No
## 759           0        TA        TA      PConc     <NA>       TA           No
## 760           0        TA        TA      Stone       Fa       Fa           Mn
## 761         186        Ex        TA      PConc       Ex       TA           Gd
## 762         174        Gd        TA      PConc       Ex       TA           Gd
## 763         668        Gd        TA      PConc       Ex       TA           Mn
## 764           0        TA        TA      PConc       Gd       TA           Mn
## 765           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 766           0        TA        TA      PConc       Gd       TA           No
## 767         340        Gd        TA     CBlock       Gd       TA           Av
## 768         258        Gd        TA      PConc       Ex       TA           Gd
## 769           0        Gd        TA      PConc       Gd       TA           Av
## 770           0        TA        TA      PConc       Gd       TA           No
## 771          60        Gd        TA      PConc       Gd       TA           Av
## 772         128        TA        TA     CBlock       Gd       TA           No
## 773         228        Gd        Gd     CBlock       Gd       Gd           Av
## 774         206        Gd        TA      PConc       Ex       TA           Av
## 775           0        Gd        TA      PConc       Ex       TA           Mn
## 776           0        Gd        TA      PConc       Gd       TA           Av
## 777         674        Gd        TA      PConc       Ex       TA           Av
## 778         200        TA        Gd      PConc       Gd       Gd           Gd
## 779           0        TA        TA      PConc       Gd       TA           No
## 780         197        TA        TA      PConc       Ex       TA           No
## 781          98        TA        TA     CBlock       Gd       TA           Av
## 782           0        TA        TA      PConc       Gd       TA           No
## 783           0        TA        TA      PConc       Gd       TA           No
## 784           0        TA        Gd     CBlock       Gd       TA           Av
## 785           0        TA        TA     CBlock       Gd       TA           Gd
## 786           0        TA        Gd     CBlock       TA       TA           No
## 787           0        TA        Gd     CBlock       TA       TA           No
## 788           0        TA        Gd     CBlock       TA       TA           No
## 789           0        TA        TA     CBlock       TA       TA           No
## 790           0        TA        TA     CBlock       TA       TA           No
## 791           0        TA        TA     BrkTil       TA       TA           No
## 792         302        TA        TA     CBlock       TA       TA           No
## 793           0        TA        TA      PConc       Gd       TA           No
## 794          32        TA        TA      PConc       Gd       TA           No
## 795           0        TA        TA      PConc       Gd       TA           No
## 796           0        Gd        TA      PConc       Gd       TA           No
## 797           0        TA        TA      PConc       Gd       TA           No
## 798          52        TA        TA      PConc       Gd       TA           No
## 799           0        TA        TA      PConc       Gd       TA           No
## 800         138        TA        TA     CBlock       TA       TA           Av
## 801           0        Gd        TA     CBlock       Gd       TA           Gd
## 802           0        Gd        TA      PConc       Gd       TA           Gd
## 803         146        Gd        TA      PConc       Ex       TA           Mn
## 804         710        Ex        TA      PConc       Ex       TA           Av
## 805           0        TA        TA     CBlock       Gd       TA           Gd
## 806         165        Gd        TA      PConc       Ex       TA           Gd
## 807         945        Gd        TA      PConc       Ex       Gd           Gd
## 808         250        Ex        TA      PConc       Ex       TA           Gd
## 809           0        TA        TA     CBlock       Gd       TA           No
## 810         306        Gd        TA     CBlock       Gd       TA           No
## 811          67        TA        TA     CBlock       Gd       TA           No
## 812         549        TA        TA     CBlock       Gd       TA           No
## 813          98        TA        TA     CBlock       Gd       TA           No
## 814         253        TA        TA     CBlock       Gd       TA           No
## 815         176        TA        TA     CBlock       TA       TA           Mn
## 816         130        TA        TA     CBlock       Gd       TA           Gd
## 817           0        TA        TA     CBlock       TA       TA           No
## 818           0        TA        TA     CBlock       TA       TA           No
## 819          32        TA        TA     CBlock       TA       TA           No
## 820           0        TA        Gd     BrkTil       TA       TA           No
## 821           0        Gd        TA      PConc       Gd       TA           Mn
## 822           0        Gd        TA      PConc       Gd       TA           No
## 823         567        TA        TA     CBlock       TA       TA           No
## 824         265        TA        TA     CBlock       TA       TA           No
## 825           0        TA        TA     CBlock       Gd       TA           No
## 826          52        TA        TA     CBlock       TA       TA           No
## 827         378        Ex        TA      PConc       Ex       TA           Gd
## 828         302        Gd        TA      PConc       Ex       TA           Mn
## 829           0        Gd        TA      PConc       Gd       TA           Gd
## 830         456        Ex        TA      PConc       Ex       TA           Gd
## 831         190        Gd        TA      PConc       Ex       TA           No
## 832         400        Ex        TA      PConc       Ex       TA           Gd
## 833         456        Ex        TA      PConc       Ex       TA           Gd
## 834         365        Gd        TA      PConc       Ex       TA           Gd
## 835         970        Ex        TA      PConc       Ex       TA           Av
## 836           0        Gd        TA      PConc       Gd       TA           No
## 837         120        Ex        TA      PConc       Ex       TA           Gd
## 838         510        Ex        TA      PConc       Ex       TA           Gd
## 839         502        Gd        TA      PConc       Gd       TA           Av
## 840         280        Gd        TA      PConc       Ex       TA           Mn
## 841         246        Gd        TA      PConc       Ex       TA           Av
## 842         210        Gd        TA      PConc       Gd       TA           Mn
## 843         210        Gd        TA      PConc       Gd       TA           No
## 844           0        Gd        TA      PConc       Gd       TA           No
## 845         182        Gd        TA      PConc       Gd       TA           Av
## 846         182        Gd        TA      PConc       Gd       TA           Av
## 847         256        Gd        TA      PConc       Gd       TA           Av
## 848         108        Gd        TA      PConc       Gd       Gd           Mn
## 849         394        Ex        TA      PConc       Ex       TA           No
## 850         176        Gd        TA      PConc       Gd       TA           No
## 851         235        Gd        TA      PConc       Gd       TA           No
## 852          NA        Gd        TA     CBlock       Gd       TA           No
## 853           0        Gd        TA      PConc       Gd       TA           No
## 854          44        TA        TA      PConc       Gd       TA           No
## 855           0        Gd        TA      PConc       Gd       TA           No
## 856           0        Gd        TA      PConc       Gd       TA           No
## 857           0        TA        TA      PConc       Gd       TA           Av
## 858          22        Gd        TA      PConc       Gd       TA           Av
## 859          16        Gd        TA      PConc       Gd       TA           No
## 860           0        Gd        TA      PConc       Gd       TA           No
## 861          72        Gd        TA      PConc       Gd       TA           Gd
## 862          16        Gd        TA      PConc       Gd       TA           Av
## 863           0        Gd        TA      PConc       Gd       TA           Gd
## 864           0        Gd        TA      PConc       Gd       TA           No
## 865           0        Gd        TA      PConc       Gd       TA           Av
## 866          NA        Gd        TA      PConc       Gd       TA           No
## 867          16        Gd        TA      PConc       Gd       TA           No
## 868           0        Gd        TA      PConc       Gd       TA           No
## 869           0        TA        TA      PConc       Gd       TA           No
## 870           0        TA        TA      PConc       Gd       TA           No
## 871         515        Gd        TA      PConc       Gd       TA           Av
## 872         422        Gd        TA      PConc       Ex       TA           Gd
## 873           0        Gd        TA      PConc       Gd       TA           No
## 874         275        Gd        TA      PConc       Gd       TA           No
## 875         309        Gd        TA      PConc       Ex       TA           No
## 876         526        Gd        Gd      PConc       Gd       TA           No
## 877           0        Gd        TA      PConc       Gd       TA           No
## 878         164        Gd        TA      PConc       Gd       TA           No
## 879         248        Gd        TA      PConc       Gd       TA           Mn
## 880         754        Ex        TA      PConc       Ex       TA           Av
## 881          NA        Gd        TA      PConc       Gd       TA           No
## 882         148        Gd        TA      PConc       Gd       TA           Av
## 883         143        Gd        TA      PConc       Gd       Gd           Av
## 884           0        Gd        TA      PConc       Gd       TA           No
## 885           0        Gd        TA      PConc       Gd       TA           No
## 886           0        Gd        TA      PConc       Gd       TA           No
## 887           0        Gd        TA      PConc       Gd       TA           No
## 888           0        Gd        TA      PConc       Gd       TA           Av
## 889           0        Gd        TA     CBlock       Gd       TA         <NA>
## 890          NA        Gd        TA      PConc       Ex       TA           Av
## 891           0        Ex        TA      PConc       Gd       TA           Mn
## 892         298        Gd        TA      PConc       Gd       TA           Av
## 893         353        Gd        TA      PConc       Gd       TA           Av
## 894           0        TA        TA      PConc       Gd       TA           No
## 895           0        Gd        TA      PConc       Gd       Gd           No
## 896         126        Gd        TA      PConc       Gd       TA           No
## 897         170        Gd        TA      PConc       Gd       TA           No
## 898           0        Gd        TA      PConc       Gd       TA           No
## 899           0        TA        TA     CBlock       TA       TA           No
## 900           0        TA        TA     CBlock       Gd       TA           No
## 901           0        TA        TA     CBlock       TA       TA           No
## 902         272        Gd        TA      PConc       Gd       TA           No
## 903          44        TA        TA     CBlock       Fa       TA           Gd
## 904           0        TA        TA     CBlock       Gd       TA           Mn
## 905           0        Gd        TA      PConc       Gd       TA           Av
## 906          30        Gd        TA      PConc       Gd       TA           No
## 907          36        Gd        TA      PConc       Gd       TA           No
## 908           0        Gd        TA      PConc       Ex       Gd           No
## 909          NA        Gd        TA      PConc       Gd       TA           No
## 910         342        TA        TA      PConc       Gd       TA           No
## 911         216        Gd        TA      PConc       Gd       TA           No
## 912           0        Gd        TA      PConc       Gd       TA           No
## 913           0        Gd        TA      PConc       Ex       TA           No
## 914           0        Gd        Gd      PConc       Ex       TA           Mn
## 915           0        Gd        TA      PConc       Gd       TA           Gd
## 916         600        Gd        TA     CBlock       Gd       TA           No
## 917           0        Gd        TA     CBlock       Gd       TA           Gd
## 918          41        TA        TA     CBlock       TA       TA           No
## 919         525        TA        TA     CBlock       TA       TA           No
## 920           0        TA        TA      PConc       Gd       TA           Av
## 921         196        TA        TA      PConc       Gd       TA           No
## 922           0        TA        TA     CBlock       TA       TA           No
## 923         112        TA        TA      PConc       Gd       TA           No
## 924         194        Gd        TA      PConc       Gd       TA           No
## 925           0        TA        TA     CBlock       TA       TA           No
## 926         203        TA        TA     CBlock       TA       TA           No
## 927           0        TA        TA     CBlock       TA       TA           No
## 928           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 929           0        TA        TA     CBlock       TA       TA           No
## 930           0        TA        TA     CBlock       TA       TA           No
## 931          56        TA        Gd     CBlock       TA       TA           No
## 932           0        TA        TA     CBlock       TA       TA           No
## 933         202        TA        TA     CBlock       TA       TA           No
## 934          98        TA        TA     CBlock       TA       TA           Gd
## 935         306        TA        Gd     CBlock       TA       TA           No
## 936         212        TA        TA     CBlock       TA       TA           No
## 937         136        TA        Gd     CBlock       TA       TA           Mn
## 938           0        TA        TA      PConc       TA       TA           No
## 939           0        Fa        Fa     CBlock       Fa       Fa           No
## 940           0        TA        TA     CBlock       TA       TA           No
## 941           0        TA        TA     CBlock       TA       TA           No
## 942         176        TA        Gd     CBlock       TA       TA           No
## 943           0        TA        TA     CBlock       TA       TA           No
## 944          87        TA        TA     CBlock       TA       TA           Av
## 945         291        TA        TA     CBlock       TA       TA           Av
## 946           0        TA        TA     CBlock       TA       TA           No
## 947          54        TA        TA     CBlock       TA       TA           No
## 948           0        TA        TA     CBlock       TA       TA           No
## 949          69        TA        TA     CBlock       TA       TA           No
## 950         289        TA        TA     CBlock       TA       TA           No
## 951           0        TA        TA     CBlock       TA       TA           No
## 952           0        TA        TA     CBlock       TA       TA           Av
## 953           0        TA        TA     CBlock       TA       TA           No
## 954           0        TA        Ex     CBlock       TA       TA           No
## 955         260        TA        TA     CBlock       TA       TA           No
## 956           0        TA        TA     CBlock       TA       TA           No
## 957           0        TA        TA     CBlock       TA       TA           No
## 958           0        TA        Gd     CBlock       TA       TA           No
## 959           0        TA        TA      PConc       TA       TA           No
## 960           0        TA        Gd     CBlock       TA       TA           No
## 961           0        TA        TA     CBlock       TA       TA           No
## 962           0        TA        TA     CBlock       TA       TA           No
## 963           0        Gd        Gd     CBlock       Fa       TA           No
## 964           0        TA        TA     CBlock       TA       Fa           No
## 965           0        TA        TA     BrkTil       TA       Fa           No
## 966           0        TA        TA     CBlock       TA       TA           Mn
## 967           0        TA        Gd     CBlock       Gd       TA           Av
## 968         364        TA        TA     CBlock       TA       TA           Av
## 969          53        TA        TA     CBlock       TA       TA           No
## 970          86        TA        TA     CBlock       TA       TA           Mn
## 971           0        TA        TA     CBlock       TA       TA           No
## 972           0        TA        TA     CBlock       TA       TA           No
## 973           0        TA        TA     CBlock       TA       TA           No
## 974           0        TA        TA     CBlock       TA       TA           No
## 975           0        TA        TA     CBlock       TA       TA           No
## 976           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 977           0        TA        TA     CBlock       TA       TA           No
## 978           0        TA        TA     CBlock       TA       TA           Av
## 979           0        Gd        Gd     BrkTil       TA       TA           No
## 980           0        TA        TA     BrkTil       TA       TA           No
## 981           0        TA        TA      PConc       Fa       Fa           No
## 982           0        TA        TA     BrkTil       TA       TA           No
## 983         279        TA        TA     CBlock       TA       TA           No
## 984           0        TA        TA     BrkTil       TA       Fa           No
## 985           0        TA        TA     BrkTil       Fa       TA           No
## 986           0        TA        TA      PConc       TA       TA           No
## 987           0        Gd        Gd     BrkTil       TA       TA           No
## 988           0        TA        TA     BrkTil       TA       TA           No
## 989           0        TA        TA     BrkTil       TA       TA           No
## 990           0        TA        TA     CBlock       Gd       Gd           No
## 991           0        TA        Gd     BrkTil       TA       Fa           No
## 992           0        TA        Gd      PConc       TA       TA           No
## 993           1        TA        TA     CBlock     <NA>     <NA>         <NA>
## 994           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 995           0        TA        Gd      PConc       TA       TA           No
## 996           0        TA        TA     CBlock       Fa       TA           No
## 997           0        TA        Gd     CBlock       TA       TA           No
## 998           0        TA        TA     CBlock       TA       TA           Mn
## 999           0        Gd        TA     BrkTil       TA       TA           No
## 1000          0        TA        TA     BrkTil       TA       TA           No
## 1001          0        TA        Gd     BrkTil       TA       TA           No
## 1002          0        TA        TA     BrkTil       TA       TA           No
## 1003          0        TA        TA     BrkTil       TA       TA           No
## 1004          0        TA        Gd     CBlock       TA       TA           No
## 1005          0        TA        Gd      PConc       TA       TA           No
## 1006          0        TA        TA      PConc       Fa       TA           No
## 1007          0        TA        TA     BrkTil       TA       TA           No
## 1008          0        TA        TA     CBlock       TA       TA           No
## 1009          0        TA        TA     CBlock       TA       TA           No
## 1010        234        TA        TA     CBlock       TA       TA           No
## 1011          0        TA        Ex     CBlock       TA       TA           No
## 1012          0        TA        TA     CBlock       TA       Fa           No
## 1013          0        TA        TA     BrkTil       Fa       TA           No
## 1014          0        Fa        Fa     CBlock       TA       Fa           No
## 1015          0        TA        Gd     CBlock       TA       TA           No
## 1016          0        TA        TA     CBlock       TA       TA           No
## 1017          0        TA        TA     CBlock       Gd       TA           Av
## 1018         30        TA        TA     CBlock       Gd       TA           Av
## 1019          0        TA        TA     CBlock       TA       TA           No
## 1020         50        Gd        Gd     CBlock       TA       TA           Gd
## 1021        442        TA        TA     CBlock       TA       TA           Av
## 1022          0        TA        TA     CBlock       Gd       TA           Av
## 1023         89        TA        TA     CBlock       TA       TA           Mn
## 1024        323        TA        Gd     CBlock       TA       TA           No
## 1025          0        TA        Gd     CBlock       TA       TA           No
## 1026          0        TA        TA     CBlock       TA       TA           No
## 1027        356        TA        Fa     CBlock       Gd       TA           No
## 1028          0        TA        TA     BrkTil       TA       TA           No
## 1029          0        TA        TA     CBlock       TA       TA           No
## 1030        340        TA        TA     CBlock       TA       TA           Mn
## 1031          0        Fa        TA       Slab     <NA>     <NA>         <NA>
## 1032        136        TA        TA      PConc       Gd       TA           No
## 1033          0        TA        Gd     CBlock       TA       Gd           Mn
## 1034          0        TA        TA     CBlock       TA       TA           No
## 1035          0        TA        TA     CBlock       TA       TA           No
## 1036        300        TA        Gd     CBlock       Gd       Fa           No
## 1037          0        TA        TA     CBlock       TA       TA           No
## 1038          0        TA        TA     CBlock       TA       TA           No
## 1039          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1040        149        Gd        Ex     CBlock       TA       TA           No
## 1041          0        TA        TA     CBlock       Fa       TA           No
## 1042          0        TA        TA      PConc       TA       TA           Mn
## 1043          0        Fa        Fa     BrkTil       TA       Fa           No
## 1044          0        TA        TA     CBlock       TA       TA           No
## 1045          0        Gd        Gd      PConc       Gd       Gd           No
## 1046        306        Gd        TA      PConc       Gd       TA           Av
## 1047          0        Gd        TA      PConc       Gd       TA           Av
## 1048        306        Gd        TA      PConc       Gd       TA           Av
## 1049        204        Gd        TA      PConc       Gd       TA           Mn
## 1050        132        Gd        TA      PConc       Gd       TA           No
## 1051          0        Gd        TA      PConc       Gd       TA           No
## 1052          0        Gd        TA      PConc       Gd       TA           Gd
## 1053        360        Gd        TA      PConc       Gd       TA           No
## 1054          0        Gd        TA     CBlock       Gd       Gd           Gd
## 1055          0        TA        TA      PConc       Gd       TA           No
## 1056          0        TA        Gd      PConc       Gd       TA           No
## 1057          0        TA        Gd      PConc       Gd       Gd           No
## 1058          0        TA        TA      PConc       Gd       TA           No
## 1059          0        Gd        TA      PConc       Gd       TA           Gd
## 1060        290        Gd        TA      PConc       Gd       TA           No
## 1061          0        Gd        TA      PConc       Gd       TA           No
## 1062        144        Gd        TA      PConc       Gd       TA           No
## 1063          0        TA        TA     CBlock       Gd       TA           Av
## 1064        113        TA        Gd     CBlock       Gd       TA           Av
## 1065         51        TA        TA     CBlock       TA     <NA>           Av
## 1066          0        TA        TA     CBlock       Gd       TA           Av
## 1067          0        TA        TA     CBlock       Gd       TA           Av
## 1068          0        TA        TA     CBlock       TA       TA           No
## 1069          0        TA        TA     CBlock       TA       TA           No
## 1070          0        TA        Gd     CBlock       TA       TA           No
## 1071          0        Gd        TA      PConc       TA       TA           Gd
## 1072          0        Gd        TA      PConc       Gd       TA           No
## 1073        214        Gd        TA      PConc       Gd       TA           No
## 1074        519        Gd        TA      PConc       Gd       TA           Gd
## 1075        256        Gd        TA      PConc       Gd       TA           Mn
## 1076        254        Gd        TA      PConc       Gd       TA           Mn
## 1077        158        Gd        TA      PConc       Gd       TA           Gd
## 1078          0        Gd        TA      PConc       Gd       TA           No
## 1079          0        Gd        TA      PConc       Gd       TA           Av
## 1080          0        Gd        TA      PConc       Gd       TA           No
## 1081          0        Gd        TA      PConc       Gd       TA           No
## 1082          0        Gd        TA      PConc       Gd       TA           Mn
## 1083        162        TA        TA     CBlock       Gd       TA           Gd
## 1084         20        TA        Gd     CBlock       TA       TA           No
## 1085          0        TA        Gd     CBlock       TA       TA           No
## 1086        198        TA        TA     CBlock       TA       TA           No
## 1087          0        TA        Fa     CBlock       TA       TA           Av
## 1088          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1089          0        TA        TA      PConc       Gd       Gd           No
## 1090         76        TA        TA      PConc       Gd       TA           Gd
## 1091          0        TA        TA     CBlock       TA       TA           Av
## 1092        128        TA        TA      PConc     <NA>     <NA>         <NA>
## 1093          0        TA        TA     CBlock       TA       TA           No
## 1094          0        TA        TA     BrkTil       TA       TA           No
## 1095          0        TA        TA     CBlock       TA       TA           No
## 1096          0        TA        TA     CBlock       TA       TA           No
## 1097          0        TA        TA      PConc       TA       TA           Mn
## 1098          0        TA        TA      PConc       TA       TA           Mn
## 1099          0        TA        TA     BrkTil       TA       TA           No
## 1100          0        TA        TA     BrkTil       Gd       TA           No
## 1101          0        TA        TA     BrkTil       TA       TA           No
## 1102          0        TA        TA     BrkTil       TA       TA           No
## 1103          0        TA        TA     BrkTil       TA       TA           No
## 1104          0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 1105          0        TA        Gd     BrkTil       TA       Gd           No
## 1106          0        TA        TA     CBlock       TA       Fa           No
## 1107        423        TA        Fa     CBlock       TA       Gd           Mn
## 1108          0        TA        TA      PConc       Gd       TA           No
## 1109          0        TA        Gd     CBlock       Gd       TA           No
## 1110          0        TA        TA      PConc       Gd       TA           No
## 1111          0        TA        TA     CBlock       Gd       TA           Gd
## 1112        652        TA        TA     CBlock       Gd       TA           No
## 1113          0        Gd        TA     CBlock       Gd       TA           No
## 1114          0        TA        TA     BrkTil       TA       TA           No
## 1115          0        Gd        Gd     BrkTil       TA       Po           No
## 1116          0        TA        TA     BrkTil       Gd       TA           No
## 1117          0        TA        TA     BrkTil       TA       TA           No
## 1118          0        TA        TA     BrkTil     <NA>     <NA>         <NA>
## 1119          0        TA        Gd     CBlock       TA       TA           No
## 1120          0        TA        TA     CBlock       TA       TA           No
## 1121          0        Gd        TA     BrkTil       TA       TA           No
## 1122        473        Gd        TA      PConc       Gd       TA           Gd
## 1123          0        TA        TA     CBlock       Gd       TA           Av
## 1124        166        Gd        TA      PConc       Gd       TA           No
## 1125          0        Gd        TA      PConc       Gd       TA           No
## 1126          0        TA        TA      PConc       Gd       TA           No
## 1127         50        TA        TA     CBlock       TA       TA           Av
## 1128          0        TA        TA     CBlock       Gd       TA           Av
## 1129        352        Gd        TA     BrkTil       Gd       TA           Av
## 1130       1224        TA        Gd     CBlock       TA       TA           No
## 1131          0        Gd        TA      PConc       Gd       TA           No
## 1132         NA        Gd        TA      PConc       Gd       TA           Av
## 1133          0        TA        TA     CBlock       Gd       TA           No
## 1134         86        Gd        TA      PConc       Ex       TA           Mn
## 1135        886        Gd        TA      PConc       Gd       TA           Av
## 1136        203        Gd        TA      PConc       Ex       TA           No
## 1137         94        Gd        TA      PConc       Gd       TA           Gd
## 1138        242        Ex        TA      PConc       Ex       TA           Gd
## 1139          0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 1140        134        TA        TA      PConc       Ex       TA           Av
## 1141          0        TA        TA     CBlock       TA       TA           No
## 1142          0        TA        TA     CBlock       Gd       TA           Av
## 1143        189        TA        TA     CBlock       TA       TA           No
## 1144          0        TA        TA     CBlock       TA       TA           No
## 1145        144        TA        TA      PConc       Gd       TA           Av
## 1146          0        TA        TA      PConc       Gd       TA           Gd
## 1147          0        TA        Fa      PConc       TA       TA           Mn
## 1148          0        TA        TA      PConc       Gd       TA           No
## 1149          0        TA        TA     CBlock       Gd       TA           Av
## 1150        198        TA        TA     CBlock       TA       TA           No
## 1151          0        TA        TA      PConc       Gd       TA           No
## 1152          0        TA        TA     CBlock       Gd       TA           No
## 1153          0        TA        TA     CBlock       TA       TA           No
## 1154         28        TA        TA     CBlock       TA       TA           No
## 1155        244        TA        Gd     CBlock       TA       TA           No
## 1156        302        TA        TA     CBlock       TA       TA           Mn
## 1157        902        TA        TA     CBlock       Gd       TA           Gd
## 1158        434        TA        Gd     CBlock       TA       TA           Mn
## 1159          0        TA        TA      PConc       TA       TA           No
## 1160          0        TA        TA      PConc       Gd       TA           No
## 1161          0        TA        TA      PConc       Gd       TA           No
## 1162        216        Gd        TA      PConc       Gd       TA           No
## 1163        248        Gd        TA      PConc       Gd       TA           Av
## 1164          0        Gd        TA      PConc       Gd       TA           No
## 1165        112        TA        TA      PConc       Gd       TA           No
## 1166          0        TA        TA     CBlock       Gd       TA           No
## 1167        600        Gd        Ex      PConc       Ex       TA           Gd
## 1168        662        Ex        TA      PConc       Ex       TA           Gd
## 1169        184        Gd        TA      PConc       Ex       Gd           Gd
## 1170        734        Ex        TA      PConc       Ex       TA           No
## 1171        550        Gd        TA      PConc       Ex       TA           Av
## 1172        230        Gd        TA      PConc       Ex       TA           Gd
## 1173        420        Ex        TA      PConc       Ex       TA           Gd
## 1174        130        TA        TA     CBlock       Gd       TA           Av
## 1175         68        TA        TA     CBlock       TA       TA           No
## 1176        252        Gd        TA     CBlock       Ex       TA           Gd
## 1177          0        Gd        TA      PConc       Gd       TA           No
## 1178        248        TA        TA     CBlock       TA       Fa           No
## 1179        176        TA        TA     CBlock       TA       TA           No
## 1180          0        TA        TA     CBlock       TA       TA           No
## 1181          0        Gd        TA      PConc       Gd       TA           No
## 1182        514        TA        TA     CBlock       TA       TA           No
## 1183        200        TA        TA     CBlock       TA       TA           No
## 1184        380        TA        TA     CBlock       TA       TA           No
## 1185        504        TA        TA     CBlock       TA       TA           No
## 1186        504        TA        TA     CBlock       TA       TA           No
## 1187          0        TA        TA     CBlock       Gd       TA           No
## 1188          0        TA        TA     CBlock       TA       TA           Mn
## 1189          0        TA        TA     CBlock       TA       TA           No
## 1190          0        TA        TA     CBlock       Gd       TA           No
## 1191        215        Gd        TA      PConc       Ex       Gd           No
## 1192        232        Gd        TA      PConc       Gd       TA           Av
## 1193        206        Gd        TA      PConc       Ex       Gd           No
## 1194        568        Ex        TA      PConc       Ex       TA           Gd
## 1195        525        Gd        TA      PConc       Gd       TA           Av
## 1196        385        Ex        TA      PConc       Ex       Gd           Av
## 1197         NA        Gd        TA      PConc       Ex       TA           Av
## 1198          0        Gd        TA      PConc       Ex       TA           Gd
## 1199        142        Gd        TA      PConc       Ex       TA           Av
## 1200        430        Ex        TA      PConc       Ex       TA           Gd
## 1201        674        Ex        TA      PConc       Ex       TA           Gd
## 1202        112        Gd        TA      PConc       Gd       TA           No
## 1203        278        Ex        TA      PConc       Ex       TA           No
## 1204        518        Gd        TA      PConc       Ex       Gd           No
## 1205        572        Ex        TA      PConc       Ex       Gd           No
## 1206          0        Gd        TA      PConc       Gd       TA           No
## 1207          0        Gd        TA      PConc       Gd       TA           No
## 1208          0        Gd        TA      PConc       Gd       TA           Av
## 1209        236        Gd        TA      PConc       Gd       TA           Av
## 1210          0        Gd        TA      PConc       Gd       TA           No
## 1211         14        Gd        TA      PConc       Gd       TA           Av
## 1212         40        Gd        TA      PConc       Gd       TA           Av
## 1213         18        Gd        TA      PConc       Gd       TA           No
## 1214         14        Gd        TA      PConc       Gd       TA           Gd
## 1215          0        Gd        TA      PConc       Gd       TA           Av
## 1216          0        TA        TA      PConc       Gd       TA           No
## 1217          0        Gd        TA      PConc       Gd       TA           No
## 1218        242        Gd        TA      PConc       Gd       TA           No
## 1219        322        Gd        TA      PConc       Gd       TA           Mn
## 1220        877        Gd        TA      PConc       Ex       TA           Av
## 1221        397        Gd        TA      PConc       Gd       TA           No
## 1222        738        Gd        Gd      PConc       Ex       TA           Gd
## 1223        501        Gd        TA      PConc       Gd       TA           Gd
## 1224        420        Gd        TA      PConc       Gd       TA           No
## 1225        192        Gd        TA      PConc       Gd       Gd           No
## 1226         NA        Gd        TA      PConc       Ex       Gd           No
## 1227         60        Gd        TA      PConc       Gd       TA           No
## 1228          0        Gd        TA      PConc       Gd       TA           No
## 1229          0        Gd        TA      PConc       Ex       TA           No
## 1230          0        Gd        TA      PConc       Gd       TA           No
## 1231          0        TA        TA      PConc       TA       TA           Mn
## 1232        118        Gd        TA      PConc       Gd       TA           Av
## 1233          0        TA        TA      PConc       Gd       TA           No
## 1234        172        Gd        TA      PConc       Gd       TA           No
## 1235         96        Gd        TA      PConc       Gd       TA           No
## 1236          0        TA        TA      PConc       Gd       TA           No
## 1237          0        Gd        TA      PConc       Gd       TA           No
## 1238          0        Gd        TA      PConc       Gd       TA           No
## 1239          0        Gd        TA      PConc       Gd       TA           No
## 1240          0        TA        TA      PConc       Gd       TA           No
## 1241         51        TA        TA     CBlock       TA       TA           No
## 1242          0        TA        Gd     CBlock     <NA>     <NA>         <NA>
## 1243          0        TA        TA     CBlock       TA       TA           No
## 1244          0        TA        TA     CBlock       TA       TA           No
## 1245         90        TA        TA     CBlock       TA       TA           No
## 1246          0        TA        TA      PConc       TA       TA           No
## 1247          0        TA        TA     CBlock       TA       TA           No
## 1248          0        TA        TA     CBlock       TA       TA           No
## 1249          0        TA        TA     CBlock       TA       TA           Mn
##      BsmtFinType1 BsmtFinSF1 BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF
## 1             Rec        468          LwQ        144       270         882
## 2             ALQ        923          Unf          0       406        1329
## 3             GLQ        791          Unf          0       137         928
## 4             GLQ        602          Unf          0       324         926
## 5             ALQ        263          Unf          0      1017        1280
## 6             Unf          0          Unf          0       763         763
## 7             ALQ        935          Unf          0       233        1168
## 8             Unf          0          Unf          0       789         789
## 9             GLQ        637          Unf          0       663        1300
## 10            ALQ        804          Rec         78         0         882
## 11            GLQ       1051          BLQ          0       354        1405
## 12            Rec        156          Unf          0       327         483
## 13            Rec        300          Unf          0       225         525
## 14            ALQ        514          Unf          0       341         855
## 15            Unf          0          Unf          0       836         836
## 16            Unf          0          Unf          0      1590        1590
## 17            Unf          0          Unf          0      1544        1544
## 18            GLQ        110          Unf          0      1588        1698
## 19            GLQ         28          Unf          0      1794        1822
## 20            GLQ       1373          Unf          0      1473        2846
## 21            GLQ        578          Unf          0      1093        1671
## 22            GLQ         24          Unf          0      1346        1370
## 23            Unf          0          Unf          0      1324        1324
## 24            GLQ         16          Unf          0      1129        1145
## 25            GLQ        326          Unf          0        58         384
## 26            Unf          0          Unf          0       847         847
## 27            Unf          0          Unf          0      1629        1629
## 28            Unf          0          Unf          0      1595        1595
## 29            Unf          0          Unf          0      1218        1218
## 30            GLQ       1414          Unf          0        54        1468
## 31            Unf          0          Unf          0       831         831
## 32            Unf          0          Unf          0       816         816
## 33            BLQ        126          GLQ        859       223        1208
## 34            LwQ        250          GLQ        981         0        1231
## 35            GLQ       1129          Unf          0       261        1390
## 36            GLQ       1298          Unf          0       190        1488
## 37            Unf          0          Unf          0       840         840
## 38            GLQ        280          Unf          0       320         600
## 39            GLQ        368          ALQ         42       190         600
## 40            GLQ        376          Unf          0       224         600
## 41            GLQ        466          Unf          0       290         756
## 42            GLQ        244          Unf          0       286         530
## 43            GLQ       1032          Unf          0       610        1642
## 44            GLQ        484          Unf          0       491         975
## 45            GLQ        833          Unf          0       659        1492
## 46            GLQ        506          Unf          0      1323        1829
## 47            GLQ       1137          Unf          0       143        1280
## 48            ALQ        687          LwQ         46       491        1224
## 49            ALQ        329          Unf          0       386         715
## 50            Rec        698          Unf          0       534        1232
## 51            BLQ       1059          Unf          0       150        1209
## 52            BLQ       1010          Unf          0       500        1510
## 53            Unf          0          Unf          0       533         533
## 54            BLQ       1500          Unf          0       228        1728
## 55            LwQ        670          Unf          0       470        1140
## 56            Rec        300          Unf          0       482         782
## 57            GLQ        944          Unf          0       136        1080
## 58            Unf          0          Unf          0      1604        1604
## 59            GLQ       1188          Unf          0       292        1480
## 60            BLQ        856          Rec        162       125        1143
## 61            Rec        936          Unf          0       270        1206
## 62            Rec        734          Unf          0       510        1244
## 63            Unf          0          Unf          0       832         832
## 64            BLQ        339          Unf          0       525         864
## 65            Rec        648          Unf          0       324         972
## 66            Rec        532          Unf          0       456         988
## 67            Unf          0          Unf          0       576         576
## 68            ALQ        481          Rec        174       161         816
## 69            Rec        588          LwQ        350       237        1175
## 70            BLQ        717          LwQ        263       415        1395
## 71            ALQ         48          Unf          0       661         709
## 72            BLQ        579          Unf          0       357         936
## 73            BLQ        274          Rec       1073         0        1347
## 74            Unf          0          Unf          0       827         827
## 75            BLQ        780          Unf          0       247        1027
## 76            Rec        176          Unf          0       832        1008
## 77            Unf          0          Unf          0       678         678
## 78            Unf          0          Unf          0       930         930
## 79            Unf          0          Unf          0       346         346
## 80            Unf          0          Unf          0       840         840
## 81            Rec        283          Unf          0       455         738
## 82            Rec        788          Unf          0       200         988
## 83            BLQ        474          Unf          0       634        1108
## 84            Rec        188          Unf          0       577         765
## 85            BLQ        452          LwQ         12       144         608
## 86            LwQ        264          Unf          0       308         572
## 87            Rec        360          LwQ        159       316         835
## 88            Rec        300          Unf          0       480         780
## 89            Rec        276          Unf          0       252         528
## 90            LwQ        448          Unf          0       480         928
## 91            ALQ        960          Unf          0       164        1124
## 92            Unf          0          Unf          0       888         888
## 93            Unf          0          Unf          0       780         780
## 94            Unf          0          Unf          0       662         662
## 95            Rec        766          Unf          0       656        1422
## 96            Unf          0          Unf          0       689         689
## 97            Rec       1026          Unf          0       186        1212
## 98            LwQ        368          Unf          0       232         600
## 99            Rec         73          Unf          0       634         707
## 100           LwQ        736          Unf          0       120         856
## 101           ALQ        704          Unf          0      1128        1832
## 102           BLQ        240          Rec        474       150         864
## 103           GLQ        775          Unf          0        89         864
## 104           GLQ       1319          Unf          0         0        1319
## 105           Rec        267          ALQ        453         0         720
## 106           ALQ       1092          Unf          0       328        1420
## 107           Unf          0          Unf          0       660         660
## 108           ALQ        964          Unf          0       153        1117
## 109           BLQ        288          LwQ        684         0         972
## 110           GLQ        104          Rec        387       172         663
## 111           LwQ        192          Unf          0       564         756
## 112           BLQ        954          Unf          0       218        1172
## 113           GLQ       1346          Unf          0       162        1508
## 114           Unf          0          Unf          0      1250        1250
## 115           GLQ       1433          Unf          0         0        1433
## 116           GLQ        860          Unf          0        86         946
## 117           GLQ         24          Unf          0      1198        1222
## 118           Unf          0          Unf          0       676         676
## 119           GLQ        870          Unf          0         0         870
## 120           ALQ        353          Unf          0       525         878
## 121           GLQ        198          Rec        688       140        1026
## 122           ALQ        480          Unf          0       396         876
## 123           GLQ       1682          Unf          0       296        1978
## 124           Unf          0          Unf          0      1040        1040
## 125           GLQ        672          Unf          0       176         848
## 126          <NA>          0         <NA>          0         0           0
## 127           Unf          0          Unf          0       381         381
## 128           ALQ       1070          Unf          0       126        1196
## 129           Unf          0          Unf          0       744         744
## 130           ALQ        528          Unf          0       480        1008
## 131           Unf          0          Unf          0       960         960
## 132           Rec        133          Unf          0       974        1107
## 133           Rec        238          Unf          0       618         856
## 134          <NA>          0         <NA>          0         0           0
## 135           Unf          0          Unf          0       894         894
## 136           ALQ        426          BLQ        252       850        1528
## 137           ALQ        375          Unf          0       657        1032
## 138           GLQ        343          Unf          0        80         423
## 139           GLQ        747          Unf          0       235         982
## 140           GLQ         76          Unf          0      1115        1191
## 141           BLQ        480          Unf          0         0         480
## 142           BLQ        308          Unf          0       321         629
## 143           Unf          0          Unf          0       756         756
## 144           GLQ       1373          Unf          0       221        1594
## 145           GLQ        615          Unf          0       434        1049
## 146           ALQ        679          Unf          0       564        1243
## 147           Unf          0          Unf          0      1958        1958
## 148           GLQ         78          Unf          0      1258        1336
## 149           Unf          0          Unf          0      1214        1214
## 150           Unf          0          Unf          0       384         384
## 151           Rec         42          Unf          0      1026        1068
## 152           Unf          0          Unf          0      1430        1430
## 153           Unf          0          Unf          0      1344        1344
## 154           GLQ        915          Unf          0        30         945
## 155           GLQ        176          Unf          0       370         546
## 156           Unf          0          Unf          0       546         546
## 157           Rec        294          Unf          0       252         546
## 158           ALQ        469          Unf          0       395         864
## 159           Rec        207          GLQ        590        36         833
## 160           Unf          0          Unf          0      1216        1216
## 161           Rec        458          Unf          0       166         624
## 162           BLQ        476          Unf          0       388         864
## 163           GLQ       1341          LwQ        284        54        1679
## 164           GLQ        944          Unf          0       208        1152
## 165           Rec        564          Unf          0       318         882
## 166           LwQ        844          Unf          0       590        1434
## 167           ALQ        847          Unf          0        98         945
## 168           GLQ        850          Unf          0       158        1008
## 169           GLQ        284          Unf          0       100         384
## 170           GLQ       1965          Unf          0       243        2208
## 171           GLQ        341          Unf          0      1077        1418
## 172           GLQ        741          Unf          0       846        1587
## 173           GLQ        189          Unf          0       195         384
## 174           GLQ        476          Unf          0       476         952
## 175           GLQ        600          Unf          0       107         707
## 176           Unf          0          Unf          0      1181        1181
## 177           ALQ        400          Unf          0       722        1122
## 178           Unf          0          Unf          0       832         832
## 179           LwQ        363          Unf          0      1064        1427
## 180           ALQ        602          Unf          0       441        1043
## 181           ALQ        832          Unf          0       308        1140
## 182           GLQ        622          Unf          0       304         926
## 183           Unf          0          Unf          0      1058        1058
## 184           GLQ        225          ALQ        276       471         972
## 185           ALQ       1333          LwQ        168       120        1621
## 186           ALQ        888          Unf          0       228        1116
## 187           ALQ        636          Unf          0       540        1176
## 188           Unf          0          Unf          0      1180        1180
## 189           ALQ        500          Unf          0       543        1043
## 190           ALQ        726          Unf          0       138         864
## 191           ALQ        240          Unf          0       624         864
## 192           BLQ        254          Unf          0       229         483
## 193           Rec        110          LwQ        294        79         483
## 194           ALQ        306          Unf          0       498         804
## 195           ALQ        435          LwQ        622         0        1057
## 196           ALQ        389          Unf          0       466         855
## 197           ALQ        320          Unf          0       484         804
## 198           ALQ        279          Unf          0       576         855
## 199           ALQ        536          Unf          0       300         836
## 200           BLQ        644          Unf          0       220         864
## 201           GLQ       1360          Unf          0       416        1776
## 202           GLQ        986          Unf          0       379        1365
## 203           GLQ       1232          Unf          0       788        2020
## 204           GLQ       2288          Unf          0       342        2630
## 205           Unf          0          Unf          0      1736        1736
## 206           GLQ       1531          Unf          0       251        1782
## 207           GLQ       1230          Unf          0       278        1508
## 208           GLQ       1015          Unf          0       724        1739
## 209           GLQ       1037          Unf          0       467        1504
## 210           GLQ       1142          Unf          0       632        1774
## 211           ALQ       1262          Unf          0       498        1760
## 212           GLQ       1972          Unf          0       480        2452
## 213           Unf          0          Unf          0      1082        1082
## 214           Unf          0          Unf          0      1598        1598
## 215           ALQ        836          Unf          0       522        1358
## 216           GLQ        881          Unf          0       425        1306
## 217           GLQ        876          Unf          0       474        1350
## 218           GLQ       2146          Unf          0       346        2492
## 219           GLQ       1557          Unf          0       643        2200
## 220           GLQ        800          Unf          0      1084        1884
## 221           Unf          0          Unf          0      1451        1451
## 222           GLQ       1196          Unf          0       516        1712
## 223           Unf          0          Unf          0      1405        1405
## 224           Unf          0          Unf          0       728         728
## 225           Unf          0          Unf          0       745         745
## 226           GLQ         16          Unf          0      1204        1220
## 227           Unf          0          Unf          0       384         384
## 228           Unf          0          Unf          0       868         868
## 229           Unf          0          Unf          0       846         846
## 230           GLQ        652          Unf          0       130         782
## 231           GLQ        494          Unf          0       204         698
## 232           GLQ        651          Unf          0       219         870
## 233           GLQ        241          Rec        113        30         384
## 234           GLQ        683          Unf          0       111         794
## 235           Unf          0          Unf          0       384         384
## 236           ALQ        913          Unf          0       264        1177
## 237           Unf          0          Unf          0       384         384
## 238           GLQ       1173          Unf          0       282        1455
## 239           BLQ        236          GLQ       1526       262        2024
## 240           GLQ        816          Unf          0       254        1070
## 241           GLQ        624          Unf          0       549        1173
## 242           Unf          0          Unf          0      1696        1696
## 243           Unf          0          Unf          0      1614        1614
## 244           GLQ       1294          Unf          0       408        1702
## 245           GLQ        379          Unf          0      1043        1422
## 246           GLQ       2158          Unf          0       300        2458
## 247           Unf          0          Unf          0      1436        1436
## 248           Unf          0          Unf          0      1402        1402
## 249           Unf          0          Unf          0      1530        1530
## 250           GLQ         24          Unf          0      1348        1372
## 251           GLQ        682          Unf          0       218         900
## 252           Unf          0          Unf          0      1836        1836
## 253           GLQ       1430          Unf          0       222        1652
## 254           GLQ        771          ALQ        360       422        1553
## 255           GLQ        410          Unf          0       402         812
## 256           Unf          0          Unf          0      1218        1218
## 257           GLQ         54          Unf          0      1087        1141
## 258           Unf          0          Unf          0      1158        1158
## 259           Unf          0          Unf          0       835         835
## 260           BLQ        516          Rec        774       222        1512
## 261           Unf          0          Unf          0      1114        1114
## 262           Unf          0          Unf          0      1114        1114
## 263           GLQ        836          Unf          0       278        1114
## 264           Unf          0          Unf          0      1450        1450
## 265           GLQ        637          Unf          0       276         913
## 266           GLQ         52          Rec        364       400         816
## 267           Unf          0          Unf          0      1332        1332
## 268           LwQ         36          GLQ        596       122         754
## 269           Rec        331          Unf          0       345         676
## 270          <NA>          0         <NA>          0         0           0
## 271           LwQ         68          BLQ        884        28         980
## 272           GLQ        660          Unf          0       204         864
## 273           BLQ        864          Unf          0         0         864
## 274           Rec        544          Unf          0       480        1024
## 275           ALQ        624          Unf          0       288         912
## 276           LwQ        140          BLQ        590       182         912
## 277           ALQ       1733          Rec         92       189        2014
## 278           GLQ        601          ALQ        216       158         975
## 279           Unf          0          Unf          0      1376        1376
## 280           Unf          0          Unf          0      1726        1726
## 281           GLQ        962          Unf          0       183        1145
## 282           GLQ        507          Unf          0       249         756
## 283           GLQ        549          Unf          0       142         691
## 284           GLQ       1252          ALQ        136       306        1694
## 285           LwQ        121          Unf          0      1619        1740
## 286           Unf          0          Unf          0       392         392
## 287           GLQ        560          LwQ         42       150         752
## 288           Unf          0          Unf          0       932         932
## 289           ALQ        553          Rec        147       588        1288
## 290           BLQ        955          Unf          0       261        1216
## 291           GLQ        432          Unf          0       476         908
## 292           BLQ        648          Unf          0       216         864
## 293           Unf          0          Unf          0      1568        1568
## 294           ALQ        698          Unf          0       467        1165
## 295           GLQ        962          Unf          0       270        1232
## 296           ALQ        734          Unf          0       160         894
## 297           BLQ        403          Unf          0       461         864
## 298           BLQ        775          Unf          0       265        1040
## 299           BLQ        625          LwQ        201       222        1048
## 300           ALQ        310          BLQ        512       491        1313
## 301           LwQ        998          Unf          0       294        1292
## 302           ALQ        388          Unf          0       356         744
## 303           ALQ        568          Unf          0       640        1208
## 304           Rec        100          ALQ        247       613         960
## 305           Rec       1173          Unf          0       507        1680
## 306           Rec       1312          Unf          0       141        1453
## 307           ALQ       1387          Unf          0       175        1562
## 308           ALQ        856          Unf          0       313        1169
## 309           BLQ        544          Unf          0       785        1329
## 310           ALQ        708          Unf          0       280         988
## 311           Rec        435          BLQ        202       565        1202
## 312           Rec        172          LwQ        483       727        1382
## 313           Rec        155          LwQ        750       295        1200
## 314           Unf          0          Unf          0      1866        1866
## 315           ALQ        490          Unf          0       572        1062
## 316           Rec        308          Unf          0       323         631
## 317           BLQ        700          Unf          0        93         793
## 318           GLQ        931          Unf          0       100        1031
## 319          <NA>          0         <NA>          0         0           0
## 320           ALQ        699          Unf          0         0         699
## 321           BLQ        390          Unf          0       810        1200
## 322           Unf          0          Unf          0       792         792
## 323           Unf          0          Unf          0       676         676
## 324           Unf          0          Unf          0       405         405
## 325           Unf          0          Unf          0      1054        1054
## 326           Unf          0          Unf          0      1313        1313
## 327           Unf          0          Unf          0       560         560
## 328           Unf          0          Unf          0       416         416
## 329           Unf          0          Unf          0       720         720
## 330           Unf          0          Unf          0       630         630
## 331           Unf          0          Unf          0      1248        1248
## 332           Rec        384          Unf          0       996        1380
## 333           BLQ        872          Rec         60       108        1040
## 334           GLQ        745          Unf          0       206         951
## 335           Rec        546          Unf          0       559        1105
## 336           Unf          0          Unf          0       160         160
## 337           Rec        621          Unf          0       174         795
## 338           Unf          0          Unf          0      1041        1041
## 339           ALQ        630          BLQ        102         0         732
## 340           GLQ        433          Rec         95         0         528
## 341           Unf          0          Unf          0       832         832
## 342           LwQ        120          Unf          0       744         864
## 343           Unf          0          Unf          0       780         780
## 344           GLQ        941          Unf          0         0         941
## 345           BLQ        826          Unf          0       219        1045
## 346           Unf          0          Unf          0       901         901
## 347           LwQ        633          Unf          0       339         972
## 348           Unf          0          Unf          0       240         240
## 349           Unf          0          Unf          0       504         504
## 350           ALQ        421          Unf          0       269         690
## 351           Unf          0          Unf          0       600         600
## 352           Unf          0          Unf          0       801         801
## 353           BLQ        384          Unf          0       384         768
## 354           Unf          0          Unf          0       861         861
## 355          <NA>          0         <NA>          0         0           0
## 356           Unf          0          Unf          0       624         624
## 357           Unf          0          Unf          0       677         677
## 358           Unf          0          Unf          0       917         917
## 359           Unf          0          Unf          0       624         624
## 360           Unf          0          Unf          0       624         624
## 361           Unf          0          Unf          0       972         972
## 362           Unf          0          Unf          0       741         741
## 363           Unf          0          Unf          0       245         245
## 364           Unf          0          Unf          0      1022        1022
## 365           Unf          0          Unf          0       297         297
## 366           Rec        220          Unf          0       248         468
## 367           Unf          0          Unf          0       960         960
## 368           LwQ        273          Unf          0       679         952
## 369           LwQ        134          Unf          0       938        1072
## 370           Unf          0          Unf          0      1048        1048
## 371           Unf          0          Unf          0       672         672
## 372           Unf          0          Unf          0      1040        1040
## 373           BLQ        522          Unf          0       198         720
## 374           Unf          0          Unf          0       483         483
## 375           Rec        169          Unf          0       851        1020
## 376           Unf          0          Unf          0      1204        1204
## 377           BLQ        749          Rec         63        46         858
## 378           Rec        276          ALQ        262       160         698
## 379           Unf          0          Unf          0       560         560
## 380           GLQ       1200          Unf          0         0        1200
## 381           GLQ       1152          Unf          0         0        1152
## 382           Unf          0          Unf          0       585         585
## 383           BLQ        527          Unf          0       525        1052
## 384           GLQ        456          Unf          0         0         456
## 385           Unf          0          Unf          0       552         552
## 386           BLQ        588          Unf          0       550        1138
## 387           Unf          0          Unf          0       825         825
## 388          <NA>          0         <NA>          0         0           0
## 389          <NA>          0         <NA>          0         0           0
## 390           Rec        257          Unf          0       816        1073
## 391           BLQ        342          Unf          0       405         747
## 392           BLQ        173          Unf          0       916        1089
## 393           GLQ        552          ALQ        393       104        1049
## 394           GLQ        460          ALQ        286       308        1054
## 395           Rec         70          GLQ        450         0         520
## 396           GLQ        474          Unf          0       605        1079
## 397          <NA>          0         <NA>          0         0           0
## 398          <NA>          0         <NA>          0         0           0
## 399          <NA>          0         <NA>          0         0           0
## 400           GLQ       1094          Unf          0         0        1094
## 401          <NA>          0         <NA>          0         0           0
## 402           GLQ        820          Unf          0       348        1168
## 403           GLQ        820          Unf          0       348        1168
## 404           GLQ        820          Unf          0       348        1168
## 405           GLQ       1021          Unf          0       534        1555
## 406           GLQ       1104          Unf          0       616        1720
## 407           Unf          0          Unf          0      1468        1468
## 408           GLQ       1359          Unf          0       479        1838
## 409           GLQ        902          Unf          0       380        1282
## 410           GLQ        872          Unf          0       382        1254
## 411           GLQ         24          Unf          0      1474        1498
## 412           Unf          0          Unf          0       704         704
## 413           GLQ        800          Unf          0       649        1449
## 414           ALQ        755          Unf          0       235         990
## 415           GLQ        950          Unf          0       513        1463
## 416           GLQ        606          Unf          0       322         928
## 417           GLQ       1259          Unf          0       172        1431
## 418           GLQ         24          Unf          0      1468        1492
## 419           GLQ        625          Unf          0       282         907
## 420           ALQ        710          BLQ         72       132         914
## 421           GLQ       1234          Unf          0       335        1569
## 422           Unf          0          Unf          0      1068        1068
## 423           Unf          0          Unf          0       840         840
## 424           Unf          0          Unf          0       944         944
## 425           GLQ       1246          Unf          0       216        1462
## 426           GLQ       1360          Unf          0       462        1822
## 427           GLQ       1111          Unf          0       306        1417
## 428           GLQ       1478          Unf          0       100        1578
## 429           Unf          0          Unf          0       608         608
## 430           GLQ        399          Unf          0       615        1014
## 431           GLQ        547          Unf          0         0         547
## 432           LwQ        332          Rec        243       301         876
## 433           Rec       1078          Unf          0         0        1078
## 434           Unf          0          Unf          0      1678        1678
## 435           Rec        546          Unf          0       604        1150
## 436           Rec        626          Unf          0        94         720
## 437           LwQ        832          Unf          0         0         832
## 438           Unf          0          Unf          0       583         583
## 439           Unf          0          Unf          0       816         816
## 440           Unf          0          Unf          0       600         600
## 441           ALQ        728          Unf          0       112         840
## 442           Rec        793          Unf          0       480        1273
## 443           LwQ        246          Unf          0       674         920
## 444           Rec        154          ALQ        694       264        1112
## 445           LwQ         65          BLQ        875       621        1561
## 446           BLQ        312          Rec        507       248        1067
## 447           LwQ        784          BLQ        435        91        1310
## 448           Unf          0          Unf          0       516         516
## 449           ALQ        471          Unf          0        90         561
## 450           Unf          0          Unf          0       561         561
## 451           ALQ        454          Unf          0       118         572
## 452           GLQ        803          ALQ        419       581        1803
## 453           Unf          0          Unf          0       760         760
## 454           Unf          0          Unf          0       572         572
## 455           GLQ       1476          Unf          0       120        1596
## 456          <NA>          0         <NA>          0         0           0
## 457           ALQ        445          BLQ        250       412        1107
## 458           ALQ        767          Unf          0       135         902
## 459           GLQ        841          LwQ        116         0         957
## 460           BLQ         55          Unf          0      1527        1582
## 461           GLQ       1758          Unf          0       432        2190
## 462           GLQ       1115          Unf          0       526        1641
## 463           ALQ        462          Unf          0       250         712
## 464           GLQ        904          ALQ        624       117        1645
## 465           Unf          0          Unf          0       912         912
## 466           GLQ       1640          Unf          0       338        1978
## 467           ALQ        532          Unf          0       476        1008
## 468           BLQ        594          Unf          0       594        1188
## 469           GLQ        720          BLQ         76         0         796
## 470           Rec        114          GLQ        270         0         384
## 471           GLQ        718          LwQ        110         0         828
## 472           ALQ        330          Unf          0       294         624
## 473           BLQ        496          LwQ        288         0         784
## 474           BLQ        706          Unf          0       220         926
## 475           ALQ        476          Unf          0       204         680
## 476           GLQ        851          Unf          0        75         926
## 477           Rec        138          Unf          0       778         916
## 478           GLQ        450          Unf          0       898        1348
## 479           GLQ        656          Unf          0      1008        1664
## 480           Unf          0          Unf          0      1280        1280
## 481           Unf          0          Unf          0       932         932
## 482           ALQ        504          Unf          0       332         836
## 483           GLQ        319          Unf          0      1018        1337
## 484           GLQ         16          Unf          0      1152        1168
## 485           GLQ       1337          Unf          0       547        1884
## 486           Unf          0          Unf          0      1632        1632
## 487           GLQ       1034          Unf          0       676        1710
## 488           Unf          0          Unf          0      1488        1488
## 489           GLQ        983          Unf          0       692        1675
## 490           GLQ        747          Unf          0       513        1260
## 491           GLQ       1206          Rec        186       656        2048
## 492           ALQ        864          LwQ        449       469        1782
## 493           ALQ        890          Rec         48       273        1211
## 494           Unf          0          Unf          0       738         738
## 495           BLQ        280          Unf          0       440         720
## 496           ALQ        988          Unf          0       432        1420
## 497           Unf          0          Unf          0      1444        1444
## 498           GLQ       1023          Unf          0       213        1236
## 499           Unf          0          Unf          0       896         896
## 500           Rec        252          Unf          0       684         936
## 501           Rec        119          ALQ        613       132         864
## 502           LwQ        458          Unf          0        25         483
## 503           LwQ        483          Unf          0         0         483
## 504           Rec        350          Unf          0       280         630
## 505           ALQ        286          LwQ        294       275         855
## 506           ALQ        378          Unf          0       677        1055
## 507           GLQ       1012          Unf          0       570        1582
## 508           GLQ       1728          BLQ        495       195        2418
## 509           GLQ       1375          Unf          0       575        1950
## 510           GLQ       1420          Unf          0       430        1850
## 511           GLQ       1082          Unf          0       538        1620
## 512           GLQ       1249          Unf          0       165        1414
## 513           GLQ         40          Unf          0       908         948
## 514           GLQ        856          Unf          0       292        1148
## 515           GLQ       2257          Unf          0       278        2535
## 516           GLQ       1149          Unf          0       454        1603
## 517           GLQ       1075          Unf          0       404        1479
## 518           Unf          0          Unf          0      1765        1765
## 519           GLQ        372          Unf          0      1486        1858
## 520           GLQ         20          Unf          0      1347        1367
## 521           GLQ       1204          Unf          0       596        1800
## 522           GLQ        846          Unf          0       496        1342
## 523           GLQ         24          Unf          0      1318        1342
## 524           Unf          0          Unf          0       764         764
## 525           GLQ       1073          Unf          0       342        1415
## 526           GLQ       1087          Unf          0       306        1393
## 527           Unf          0          Unf          0      1146        1146
## 528           Unf          0          Unf          0       789         789
## 529           Unf          0          Unf          0       840         840
## 530           Unf          0          Unf          0       847         847
## 531           GLQ        876          Unf          0       474        1350
## 532           GLQ        544          Unf          0       438         982
## 533           Unf          0          Unf          0       707         707
## 534           GLQ        870          Unf          0       167        1037
## 535           Unf          0          Unf          0       831         831
## 536           Unf          0          Unf          0      1173        1173
## 537           Unf          0          Unf          0      1519        1519
## 538           GLQ       1660          Unf          0       322        1982
## 539           GLQ        851          Unf          0       213        1064
## 540           Unf          0          Unf          0      1242        1242
## 541           BLQ        228          GLQ        852         0        1080
## 542           GLQ       1096          Unf          0       482        1578
## 543           Unf          0          Unf          0      1341        1341
## 544           GLQ        729          Unf          0       226         955
## 545           GLQ        666          Unf          0       794        1460
## 546           GLQ         24          Unf          0      1339        1363
## 547           Unf          0          Unf          0      1660        1660
## 548           GLQ        902          Unf          0       316        1218
## 549           GLQ         80          ALQ        555       200         835
## 550           Unf          0          Unf          0       835         835
## 551           GLQ         80          Unf          0      1095        1175
## 552           Unf          0          Unf          0      1162        1162
## 553           GLQ        362          Unf          0       392         754
## 554           GLQ        602          Unf          0       284         886
## 555           GLQ        537          Unf          0       295         832
## 556           GLQ        472          Unf          0       355         827
## 557           GLQ        397          Unf          0       439         836
## 558           BLQ         53          ALQ        799       132         984
## 559           ALQ        764          Unf          0       100         864
## 560           ALQ        890          Unf          0         0         890
## 561           ALQ        489          Unf          0       375         864
## 562           ALQ        800          Unf          0       630        1430
## 563           LwQ        190          ALQ        811         0        1001
## 564           ALQ        704          Unf          0       226         930
## 565           BLQ        520          Unf          0      1328        1848
## 566           GLQ         24          Unf          0      1211        1235
## 567           GLQ        390          Unf          0       210         600
## 568           Unf          0          Unf          0       689         689
## 569           GLQ        550          Unf          0       194         744
## 570           GLQ       1027          Unf          0       587        1614
## 571           GLQ       1004          Unf          0       306        1310
## 572           GLQ        964          Unf          0       455        1419
## 573           GLQ       1141          Unf          0       416        1557
## 574           GLQ        600          Unf          0        72         672
## 575           GLQ        681          Unf          0       177         858
## 576           GLQ        612          Unf          0       348         960
## 577           GLQ        813          Unf          0       147         960
## 578           BLQ        128          GLQ        842         0         970
## 579           LwQ        560          GLQ        670         0        1230
## 580           GLQ        410          Unf          0       584         994
## 581           GLQ       1044          Rec        382         0        1426
## 582           Unf          0          Unf          0       952         952
## 583           GLQ        828          Unf          0       599        1427
## 584           Rec        301          Unf          0      1439        1740
## 585           ALQ        603          BLQ        294       723        1620
## 586           Unf          0          Unf          0      1625        1625
## 587           LwQ        732          Unf          0         0         732
## 588           ALQ        260          Rec        456       196         912
## 589           Unf          0          Unf          0      1728        1728
## 590           ALQ        583          Unf          0       242         825
## 591          <NA>          0         <NA>          0         0           0
## 592           Unf          0          Unf          0      1114        1114
## 593           BLQ        528          Unf          0       590        1118
## 594           Rec        120          Unf          0       228         348
## 595           Rec        658          Unf          0       638        1296
## 596           BLQ         32          Rec        308       232         572
## 597           LwQ        531          Unf          0       505        1036
## 598           BLQ        575          Unf          0       529        1104
## 599           ALQ        621          LwQ         52       503        1176
## 600           ALQ       1053          Unf          0       195        1248
## 601           LwQ        958          Unf          0       437        1395
## 602           Rec        774          Unf          0       330        1104
## 603           Rec        148          Unf          0       572         720
## 604           Rec        500          LwQ        196       456        1152
## 605           BLQ        624          LwQ        128       232         984
## 606           Unf          0          Unf          0       998         998
## 607          <NA>          0         <NA>          0         0           0
## 608           Unf          0          Unf          0      1824        1824
## 609          <NA>          0         <NA>          0         0           0
## 610           Unf          0          Unf          0       747         747
## 611           Unf          0          Unf          0       672         672
## 612           Unf          0          Unf          0       892         892
## 613           Rec        744          Unf          0       168         912
## 614           BLQ        637          Unf          0       675        1312
## 615           GLQ        697          Unf          0       384        1081
## 616           LwQ        432          Unf          0       444         876
## 617           BLQ        476          Rec        488       292        1256
## 618           BLQ        520          Rec        319       188        1027
## 619           ALQ        315          Unf          0       453         768
## 620           Unf          0          Unf          0       936         936
## 621           Rec        673          Unf          0       181         854
## 622           Unf          0          Unf          0      1800        1800
## 623           GLQ        370          Unf          0       398         768
## 624           Unf          0          Unf          0       825         825
## 625           Unf          0          Unf          0      1117        1117
## 626           GLQ         96          Unf          0        96         192
## 627           Unf          0          Unf          0       780         780
## 628           Unf          0          Unf          0       680         680
## 629           Unf          0          Unf          0       672         672
## 630           Unf          0          Unf          0       728         728
## 631           Unf          0          Unf          0       828         828
## 632           Unf          0          Unf          0       801         801
## 633           Rec        360          Unf          0       576         936
## 634           Unf          0          Unf          0       931         931
## 635           BLQ        590          Unf          0       294         884
## 636           Unf          0          Unf          0       481         481
## 637           Unf          0          Unf          0       684         684
## 638           Rec        445          Unf          0       459         904
## 639           Unf          0          Unf          0       407         407
## 640           Unf          0          Unf          0       448         448
## 641           Unf          0          Unf          0       797         797
## 642           BLQ        116          Unf          0       508         624
## 643           Unf          0          Unf          0       346         346
## 644           Rec        234          Unf          0       739         973
## 645           Unf          0          Unf          0       572         572
## 646           Unf          0          Unf          0       723         723
## 647           Unf          0          Unf          0      1313        1313
## 648           Rec        200          Unf          0       784         984
## 649           Unf          0          Unf          0       869         869
## 650           LwQ        406          BLQ        273       329        1008
## 651           Unf          0          Unf          0       672         672
## 652           Rec        175          Unf          0       849        1024
## 653           ALQ        600          Unf          0        72         672
## 654           Unf          0          Unf          0       554         554
## 655           ALQ        521          Unf          0       460         981
## 656           Unf          0          Unf          0       949         949
## 657           Rec        201          LwQ        162       462         825
## 658           LwQ        264          Unf          0       475         739
## 659           Unf          0          Unf          0       992         992
## 660           ALQ         68          Unf          0       497         565
## 661          <NA>         NA         <NA>         NA         0          NA
## 662           BLQ         80          Unf          0       624         704
## 663          <NA>          0         <NA>          0         0           0
## 664           Rec        300          LwQ        240       449         989
## 665           LwQ        203          Unf          0       897        1100
## 666           Unf          0          Unf          0       810         810
## 667           Rec        196          Unf          0      1046        1242
## 668           Unf          0          Unf          0       796         796
## 669           Unf          0          Unf          0       768         768
## 670           Rec        372          Unf          0       396         768
## 671           Unf          0          Unf          0      1272        1272
## 672           Unf          0          Unf          0       880         880
## 673           Unf          0          Unf          0      1040        1040
## 674           Rec        121          Unf          0       647         768
## 675           Unf          0          Unf          0       451         451
## 676           Unf          0          Unf          0       536         536
## 677           Unf          0          Unf          0      1046        1046
## 678           ALQ        784          Unf          0       197         981
## 679           ALQ        528          Unf          0       480        1008
## 680           ALQ        758          Unf          0       234         992
## 681           ALQ        450          Unf          0         0         450
## 682           BLQ        221          Unf          0       852        1073
## 683           LwQ        104          ALQ        956         0        1060
## 684           BLQ       1300          Unf          0         0        1300
## 685           GLQ        634          Unf          0       326         960
## 686           GLQ        776          Unf          0       212         988
## 687           Rec        988          Unf          0         0         988
## 688           ALQ        336          Unf          0       240         576
## 689           ALQ        704          Unf          0       160         864
## 690           GLQ        599          Unf          0       925        1524
## 691           Unf          0          Unf          0       570         570
## 692           ALQ       1035          Unf          0       545        1580
## 693           Rec        870          Unf          0       639        1509
## 694           GLQ        864          Unf          0         0         864
## 695           Rec        324          Unf          0       297         621
## 696           LwQ        779          Unf          0       298        1077
## 697           GLQ       1271          Unf          0       331        1602
## 698           GLQ        355          Unf          0       457         812
## 699           Unf          0          Unf          0       672         672
## 700           Unf          0          Unf          0       628         628
## 701           Unf          0          Unf          0      1615        1615
## 702           GLQ       2085          Unf          0       186        2271
## 703           GLQ       1153          Unf          0       598        1751
## 704           GLQ        770          Unf          0       631        1401
## 705           LwQ        262          ALQ        723       197        1182
## 706           GLQ        722          Unf          0       268         990
## 707           GLQ       1308          Unf          0       110        1418
## 708           GLQ        688          Unf          0       176         864
## 709           GLQ        527          Unf          0       255         782
## 710           GLQ        663          Unf          0       265         928
## 711           ALQ        781          Unf          0        83         864
## 712           ALQ        294          Unf          0       782        1076
## 713           Rec         88          ALQ        596       180         864
## 714           Unf          0          Unf          0      1257        1257
## 715           GLQ       1194          Unf          0       163        1357
## 716           GLQ       1538          Unf          0       240        1778
## 717           Unf          0          Unf          0      1129        1129
## 718           Unf          0          Unf          0       850         850
## 719           GLQ        662          Unf          0       186         848
## 720           GLQ       1593          LwQ        162        83        1838
## 721           GLQ         24          Unf          0      1421        1445
## 722           GLQ         56          Unf          0      1508        1564
## 723           GLQ         24          Unf          0      1327        1351
## 724           Rec        609          Unf          0       483        1092
## 725           ALQ        456          Unf          0         0         456
## 726           BLQ       1033          Unf          0        94        1127
## 727           ALQ        368          Rec        120       541        1029
## 728           ALQ        288          Unf          0       396         684
## 729          <NA>          0         <NA>          0         0           0
## 730          <NA>          0         <NA>          0         0           0
## 731          <NA>          0         <NA>          0         0           0
## 732           ALQ        784          Unf          0         0         784
## 733           Unf          0          Unf          0       585         585
## 734          <NA>          0         <NA>          0         0           0
## 735           Rec        767          Unf          0       144         911
## 736           Unf          0          Unf          0       416         416
## 737           ALQ        224          Unf          0       725         949
## 738           Unf          0          Unf          0      1228        1228
## 739           ALQ        281          Rec        679         0         960
## 740           BLQ        379          Unf          0       265         644
## 741           Unf          0          Unf          0       676         676
## 742           ALQ        406          Unf          0       392         798
## 743           Unf          0          Unf          0       784         784
## 744           BLQ        606          Unf          0       336         942
## 745           Unf          0          Unf          0       884         884
## 746           Rec        500          Unf          0       591        1091
## 747           LwQ        210          Unf          0       398         608
## 748           GLQ        435          Unf          0       397         832
## 749           Rec       1116          Unf          0       782        1898
## 750           GLQ        366          Unf          0       150         516
## 751           Rec        299          GLQ         40       555         894
## 752           Unf          0          Unf          0       720         720
## 753           Unf          0          Unf          0       780         780
## 754           Rec        257          Unf          0       367         624
## 755           Unf          0          Unf          0       520         520
## 756           ALQ        330          Unf          0       821        1151
## 757          <NA>          0         <NA>          0         0           0
## 758           Unf          0          Unf          0       173         173
## 759           Unf          0          Unf          0       356         356
## 760           Unf          0          Unf          0       592         592
## 761           GLQ       1476          Unf          0       120        1596
## 762           GLQ       1474          Unf          0       120        1594
## 763           GLQ        700          Unf          0      1140        1840
## 764           Unf          0          Unf          0       910         910
## 765          <NA>          0         <NA>          0         0           0
## 766           ALQ       1383          Unf          0       297        1680
## 767           GLQ        893          Unf          0       384        1277
## 768           GLQ       1036          Unf          0       482        1518
## 769           GLQ        770          Unf          0       150         920
## 770           Unf          0          Unf          0       352         352
## 771           Unf          0          Unf          0       796         796
## 772           Unf          0          Unf          0      1495        1495
## 773           GLQ        920          Rec         60       276        1256
## 774           GLQ       1029          Unf          0       403        1432
## 775           GLQ       1223          Unf          0       443        1666
## 776           GLQ       1011          Unf          0       873        1884
## 777           GLQ       1571          Unf          0       393        1964
## 778           GLQ       1309          Unf          0        35        1344
## 779           Unf          0          Unf          0      1092        1092
## 780           GLQ        864          Unf          0       325        1189
## 781           ALQ        865          LwQ        247        88        1200
## 782           GLQ        769          Unf          0       271        1040
## 783           ALQ        318          Unf          0       232         550
## 784           GLQ        501          Unf          0        25         526
## 785           GLQ        437          Unf          0        25         462
## 786           ALQ        785          Unf          0       328        1113
## 787           GLQ        358          Unf          0       188         546
## 788           GLQ        534          Unf          0       282         816
## 789           GLQ        638          Unf          0       207         845
## 790           ALQ        647          Unf          0       217         864
## 791           Unf          0          Unf          0       686         686
## 792           BLQ        838          Unf          0       749        1587
## 793           Unf          0          Unf          0       384         384
## 794           LwQ        186          Unf          0       206         392
## 795           ALQ        871          Unf          0        52         923
## 796           Rec        414          Unf          0       277         691
## 797           Unf          0          Unf          0       938         938
## 798           Unf          0          Unf          0      1168        1168
## 799           Unf          0          Unf          0       903         903
## 800           BLQ        550          Unf          0       752        1302
## 801           GLQ        248          Unf          0       918        1166
## 802           GLQ        926          Unf          0       386        1312
## 803           GLQ        986          Unf          0       163        1149
## 804           GLQ       1101          Unf          0      1559        2660
## 805           ALQ       1047          Unf          0        53        1100
## 806           GLQ        797          Unf          0       815        1612
## 807           GLQ       1558          Unf          0       662        2220
## 808           GLQ       1152          Unf          0       590        1742
## 809           GLQ        256          Unf          0      1028        1284
## 810           ALQ        321          Unf          0       404         725
## 811           GLQ       1328          Unf          0       201        1529
## 812           ALQ        758          Unf          0        22         780
## 813           ALQ        781          Unf          0       372        1153
## 814           GLQ        903          Unf          0       356        1259
## 815           ALQ        492          BLQ        121      1012        1625
## 816           GLQ        624          Rec        604         0        1228
## 817           ALQ        931          LwQ        153         0        1084
## 818           ALQ        566          Unf          0       359         925
## 819           ALQ         81          GLQ        619       214         914
## 820           ALQ        314          Unf          0       600         914
## 821           Unf          0          Unf          0      1337        1337
## 822           GLQ        930          Unf          0       475        1405
## 823           ALQ        312          Unf          0       213         525
## 824           Unf          0          Unf          0       672         672
## 825           GLQ        632          Unf          6       423        1061
## 826           BLQ        725          Unf          0       263         988
## 827           GLQ       1151          Unf          0       639        1790
## 828           Unf          0          Unf          0      1694        1694
## 829           GLQ       1518          Unf          0       590        2108
## 830           GLQ       1304          Unf          0       630        1934
## 831           Unf          0          Unf          0      1108        1108
## 832           GLQ       1430          Unf          0       564        1994
## 833           GLQ       1812          Unf          0       740        2552
## 834           Unf          0          Unf          0      1704        1704
## 835           GLQ       1684          Unf          0       636        2320
## 836           Unf          0          Unf          0      1582        1582
## 837           GLQ        778          Unf          0       140         918
## 838           Unf          0          Unf          0      1802        1802
## 839           Unf          0          Unf          0      1706        1706
## 840           GLQ        938          Unf          0       379        1317
## 841           GLQ        669          Unf          0       226         895
## 842           GLQ       1178          Unf          0       436        1614
## 843           GLQ        119          Unf          0      1602        1721
## 844           Unf          0          Unf          0      1298        1298
## 845           ALQ        866          Unf          0       436        1302
## 846           ALQ       1030          Unf          0       272        1302
## 847           ALQ        762          Unf          0       600        1362
## 848           GLQ         24          Unf          0      1530        1554
## 849           GLQ        848          Unf          0       729        1577
## 850           GLQ         24          Unf          0      1300        1324
## 851           GLQ       1000          Unf          0       405        1405
## 852           Unf          0          Unf          0       768         768
## 853           Unf          0          Unf          0       768         768
## 854           Unf          0          Unf          0       608         608
## 855           Unf          0          Unf          0       738         738
## 856           Unf          0          Unf          0       698         698
## 857           GLQ        918          Unf          0       408        1326
## 858           Unf          0          Unf          0       752         752
## 859           Unf          0          Unf          0       728         728
## 860           Unf          0          Unf          0      1246        1246
## 861           GLQ       1084          Unf          0       322        1406
## 862           Unf          0          Unf          0      1266        1266
## 863           GLQ        779          Unf          0        56         835
## 864           GLQ        192          Unf          0       192         384
## 865           Unf          0          Unf          0      1510        1510
## 866           Unf          0          Unf          0       384         384
## 867           Unf          0          Unf          0       847         847
## 868           GLQ        574          Unf          0       280         854
## 869           GLQ        520          Unf          0       395         915
## 870           Unf          0          Unf          0       941         941
## 871           GLQ       1181          Unf          0       598        1779
## 872           GLQ        672          Unf          0       736        1408
## 873           GLQ       1048          Unf          0       341        1389
## 874           Unf          0          Unf          0      1066        1066
## 875           GLQ        335          Unf          0       770        1105
## 876           GLQ       1225          Unf          0       100        1325
## 877           Unf          0          Unf          0      1369        1369
## 878           GLQ       1220          Unf          0       322        1542
## 879           GLQ         28          Unf          0      1496        1524
## 880           GLQ       1572          Unf          0       394        1966
## 881           Unf          0          Unf          0      1528        1528
## 882           GLQ        769          Unf          0       769        1538
## 883           GLQ        778          Unf          0       716        1494
## 884           Unf          0          Unf          0       982         982
## 885           Unf          0          Unf          0      1302        1302
## 886           GLQ         24          Unf          0      1314        1338
## 887           Unf          0          Unf          0      1335        1335
## 888           GLQ        350          Unf          0       546         896
## 889           Unf          0          Unf          0       725         725
## 890           GLQ        745          Unf          0       210         955
## 891           Unf          0          Unf          0      1574        1574
## 892           Unf          0          Unf          0      1685        1685
## 893           Unf          0          Unf          0      1158        1158
## 894           Unf          0          Unf          0      1100        1100
## 895           Unf          0          Unf          0      1143        1143
## 896           GLQ        729          Unf          0       365        1094
## 897           Unf          0          Unf          0      1461        1461
## 898           ALQ        480          Unf          0       384         864
## 899           Unf          0          Unf          0       630         630
## 900           LwQ        138          Rec        351       405         894
## 901           Rec        812          Unf          0       228        1040
## 902           GLQ        727          Unf          0       496        1223
## 903           ALQ        787          Unf          0       250        1037
## 904           ALQ        968          Unf          0        76        1044
## 905           GLQ        851          Unf          0       527        1378
## 906           GLQ         60          Unf          0      1081        1141
## 907           GLQ         60          Unf          0      1451        1511
## 908           GLQ        937          Unf          0       415        1352
## 909           Unf          0          Unf          0      1550        1550
## 910           GLQ        565          Unf          0       179         744
## 911           GLQ        417          Unf          0       339         756
## 912           Unf          0          Unf          0      1339        1339
## 913           GLQ        964          Unf          0        90        1054
## 914           GLQ        901          Unf          0       319        1220
## 915           LwQ        457          ALQ       1037         0        1494
## 916           GLQ       1732          Unf          0       270        2002
## 917           ALQ       1632          Rec        829         0        2461
## 918           Unf          0          Unf          0       912         912
## 919           Rec        915          Unf          0        93        1008
## 920           BLQ        973          Unf          0         0         973
## 921           ALQ        910          Unf          0       385        1295
## 922           BLQ        346          Unf          0       778        1124
## 923           Unf          0          Unf          0      1594        1594
## 924           GLQ        819          Unf          0       329        1148
## 925           ALQ        792          Unf          0       301        1093
## 926           BLQ        617          Rec        264       171        1052
## 927           ALQ        474          BLQ         38       437         949
## 928          <NA>          0         <NA>          0         0           0
## 929           Rec        438          LwQ        206       250         894
## 930           ALQ        311          LwQ        167       386         864
## 931           ALQ        700          Unf          0       264         964
## 932           Unf          0          Unf          0       894         894
## 933           BLQ        654          Unf          0       520        1174
## 934           GLQ        494          Unf          0       548        1042
## 935           ALQ        414          Unf          0       431         845
## 936           ALQ         54          Rec        543       533        1130
## 937           ALQ       1386          Unf          0       206        1592
## 938           LwQ        130          Rec        259       433         822
## 939           LwQ        299          Unf          0       367         666
## 940           LwQ        144          Unf          0       226         370
## 941           BLQ        150          ALQ        404       254         808
## 942           BLQ        368          Unf          0       710        1078
## 943           Unf          0          Unf          0      1560        1560
## 944           GLQ        602          Unf          0       191         793
## 945           ALQ        600          Unf          0       618        1218
## 946           ALQ        873          Unf          0        63         936
## 947           GLQ        908          Unf          0       100        1008
## 948           ALQ        288          Unf          0       765        1053
## 949           Unf          0          Unf          0      1144        1144
## 950           BLQ        668          Rec        138       525        1331
## 951           Rec        512          Unf          0       410         922
## 952           Rec        780          Unf          0       424        1204
## 953           Rec        288          Unf          0       928        1216
## 954           BLQ        408          Unf          0       456         864
## 955           Unf          0          Unf          0      1560        1560
## 956           ALQ        441          Unf          0       507         948
## 957           Rec         85          ALQ        955         0        1040
## 958           Rec        114          ALQ        691       120         925
## 959           Rec        150          Unf          0      1040        1190
## 960           BLQ        793          Unf          0       130         923
## 961           BLQ        595          Rec        354       156        1105
## 962           Rec        292          Unf          0       632         924
## 963           Unf          0          Unf          0       925         925
## 964           LwQ        198          Unf          0      1018        1216
## 965           Unf          0          Unf          0       666         666
## 966           ALQ       1030          LwQ         66        55        1151
## 967           Unf          0          Unf          0       736         736
## 968           Rec        242          ALQ        483         0         725
## 969           ALQ        192          Unf          0       728         920
## 970           Rec        952          Unf          0         0         952
## 971           LwQ        432          Unf          0       432         864
## 972           GLQ        574          Unf          0       466        1040
## 973           Rec        625          Unf          0       545        1170
## 974           Rec        739          Unf          0       503        1242
## 975           BLQ       1098          Rec        154       125        1377
## 976          <NA>          0         <NA>          0         0           0
## 977           ALQ        110          BLQ        442       312         864
## 978           ALQ        734          Unf          0       162         896
## 979           Unf          0          Unf          0       850         850
## 980           Rec        276          Unf          0       569         845
## 981           LwQ        782          Unf          0       240        1022
## 982           Unf          0          Unf          0       967         967
## 983           Unf          0          Unf          0       808         808
## 984           BLQ        130          Unf          0       550         680
## 985           LwQ        122          Rec        448         0         570
## 986           Unf          0          Unf          0      1075        1075
## 987           Unf          0          Unf          0       725         725
## 988           LwQ        196          Rec        210       322         728
## 989           BLQ        168          Unf          0       448         616
## 990           BLQ        259          Unf          0       667         926
## 991           Rec        316          Unf          0       371         687
## 992           Unf          0          Unf          0       819         819
## 993          <NA>          0         <NA>          0         0           0
## 994          <NA>          0         <NA>          0         0           0
## 995           LwQ        317          Rec        227       212         756
## 996           Rec        910          Unf          0         0         910
## 997           Rec        306          Unf          0       422         728
## 998           Rec        276          Unf          0       324         600
## 999           Unf          0          Unf          0       884         884
## 1000          LwQ         52          Unf          0       809         861
## 1001          Rec         48          Unf          0       624         672
## 1002          Unf          0          Unf          0       966         966
## 1003          ALQ        351          Unf          0       405         756
## 1004          Unf          0          Unf          0      1100        1100
## 1005          Unf          0          Unf          0       768         768
## 1006          Unf          0          Unf          0       750         750
## 1007          Rec        336          Unf          0       336         672
## 1008          Unf          0          Unf          0       592         592
## 1009          Unf          0          Unf          0       969         969
## 1010          BLQ        375          Unf          0       366         741
## 1011          LwQ        354          Rec        398       224         976
## 1012          LwQ        375          Unf          0       763        1138
## 1013          Rec        681          ALQ        127         0         808
## 1014          Unf          0          Unf          0       771         771
## 1015          ALQ        288          Unf          0       717        1005
## 1016          ALQ        485          Unf          0       187         672
## 1017          ALQ        925          Unf          0         0         925
## 1018          BLQ        785          Unf          0       635        1420
## 1019          Rec        513          LwQ        144       348        1005
## 1020          LwQ         68          BLQ        722       190         980
## 1021          Rec        249          BLQ        761        30        1040
## 1022          GLQ        748          Unf          0        20         768
## 1023          Rec        168          BLQ        288       420         876
## 1024          LwQ        114          BLQ        529       300         943
## 1025          Rec        216          ALQ        435       261         912
## 1026          Rec        386          ALQ        522       332        1240
## 1027          BLQ        267          Unf          0       404         671
## 1028          ALQ        258          Unf          0       422         680
## 1029          Rec        736          Unf          0       231         967
## 1030          Rec        190          BLQ        873        95        1158
## 1031         <NA>          0         <NA>          0         0           0
## 1032          BLQ        299          LwQ        891         0        1190
## 1033          BLQ        300          Unf          0       109         409
## 1034          Rec        587          Unf          0       486        1073
## 1035          Unf          0          Unf          0       484         484
## 1036          LwQ        353          Unf          0       935        1288
## 1037          BLQ        491          Unf          0       497         988
## 1038          Rec        453          Unf          0       411         864
## 1039         <NA>          0         <NA>          0         0           0
## 1040          LwQ        283          GLQ        755         0        1038
## 1041          ALQ        557          Unf          0       785        1342
## 1042          LwQ       1080          Unf          0         0        1080
## 1043          Unf          0          Unf          0       951         951
## 1044          Unf          0          Unf          0      1105        1105
## 1045          GLQ        497          Unf          0       282         779
## 1046          Unf          0          Unf          0      1643        1643
## 1047          Unf          0          Unf          0      2140        2140
## 1048          Unf          0          Unf          0      1643        1643
## 1049          GLQ         20          Unf          0      1526        1546
## 1050          GLQ         36          Unf          0      1453        1489
## 1051          Unf          0          Unf          0      1270        1270
## 1052          Unf          0          Unf          0       879         879
## 1053          GLQ        608          LwQ        321         0         929
## 1054          LwQ         51          GLQ        915         0         966
## 1055          ALQ        550          Unf          0       472        1022
## 1056          GLQ        539          Unf          0        96         635
## 1057          GLQ        420          Unf          0       570         990
## 1058          ALQ        549          Unf          0       548        1097
## 1059          GLQ        342          Unf          0       646         988
## 1060          GLQ        638          Unf          0       215         853
## 1061          Unf          0          Unf          0       845         845
## 1062          GLQ        841          Unf          0       144         985
## 1063          BLQ        663          Unf          0       201         864
## 1064          GLQ        502          Unf          0       513        1015
## 1065          ALQ        755          Unf          0       240         995
## 1066          ALQ        539          Unf          0       501        1040
## 1067          Rec         60          BLQ        417       399         876
## 1068          BLQ        330          Rec        432       102         864
## 1069          ALQ        671          Unf          0       193         864
## 1070          Rec        385          Unf          0         0         385
## 1071          GLQ       1412          Unf          0       261        1673
## 1072          GLQ        654          Unf          0       325         979
## 1073          Unf          0          Unf          0       860         860
## 1074          BLQ        408          GLQ        465       683        1556
## 1075          GLQ       1198          Unf          0       333        1531
## 1076          GLQ        762          Unf          0        98         860
## 1077          GLQ        915          Unf          0       426        1341
## 1078          Unf          0          Unf          0       738         738
## 1079          GLQ        709          Unf          0       460        1169
## 1080          Unf          0          Unf          0      1330        1330
## 1081          Unf          0          Unf          0       738         738
## 1082          Unf          0          Unf          0       768         768
## 1083          ALQ        936          Unf          0         0         936
## 1084          BLQ        132          LwQ        841       115        1088
## 1085          ALQ        130          BLQ        105       666         901
## 1086          Unf          0          Unf          0      1179        1179
## 1087          GLQ        504          Unf          0       456         960
## 1088         <NA>          0         <NA>          0         0           0
## 1089          GLQ        611          Unf          0       123         734
## 1090          GLQ        467          Unf          0        80         547
## 1091          Rec         77          ALQ        831        52         960
## 1092         <NA>          0         <NA>          0         0           0
## 1093          Unf          0          Unf          0      1195        1195
## 1094          LwQ        144          ALQ        278       238         660
## 1095          BLQ        544          Unf          0       224         768
## 1096          ALQ        682          Unf          0       182         864
## 1097          Rec        371          Unf          0       925        1296
## 1098          BLQ        319          Unf          0       971        1290
## 1099          BLQ        113          Unf          0       538         651
## 1100          GLQ        246          Unf          0       285         531
## 1101          Unf          0          Unf          0       585         585
## 1102          Unf          0          Unf          0       686         686
## 1103          Unf          0          Unf          0       851         851
## 1104         <NA>          0         <NA>          0         0           0
## 1105          GLQ        189          Unf          0       741         930
## 1106          LwQ        533          Unf          0       195         728
## 1107          LwQ        540          Rec       1020         0        1560
## 1108          BLQ        813          Unf          0       675        1488
## 1109          GLQ        330          Unf          0       186         516
## 1110          Unf          0          Unf          0      1680        1680
## 1111          GLQ        577          Unf          0       427        1004
## 1112          Rec        434          Unf          0      1262        1696
## 1113          Unf          0          Unf          0       279         279
## 1114          ALQ        375          Unf          0       345         720
## 1115          Unf          0          Unf          0       936         936
## 1116          ALQ        548          Unf          0       311         859
## 1117          Unf          0          Unf          0       816         816
## 1118         <NA>          0         <NA>          0         0           0
## 1119          Unf          0          Unf          0       957         957
## 1120          GLQ        967          Unf          0       106        1073
## 1121          ALQ        737          Unf          0       100         837
## 1122          GLQ       1573          Unf          0         0        1573
## 1123          GLQ       1001          Unf          0         0        1001
## 1124          GLQ        585          Unf          0       856        1441
## 1125          GLQ       1392          Unf          0        17        1409
## 1126          GLQ       1239          Unf          0       215        1454
## 1127          Rec        224          GLQ        530        98         852
## 1128          ALQ        924          Unf          0        46         970
## 1129          GLQ        949          Unf          0       552        1501
## 1130          Unf          0          Unf          0       585         585
## 1131          Unf          0          Unf          0      1689        1689
## 1132          GLQ        583          Unf          0       963        1546
## 1133          ALQ        215          BLQ         80       970        1265
## 1134          GLQ        250          Unf          0      1017        1267
## 1135          GLQ       1329          Unf          0       593        1922
## 1136          Unf          0          Unf          0      1491        1491
## 1137          GLQ        766          Unf          0       356        1122
## 1138          Unf          0          Unf          0      1824        1824
## 1139         <NA>          0         <NA>          0         0           0
## 1140          Rec         16          GLQ        904         0         920
## 1141          BLQ        252          Unf          0       294         546
## 1142          GLQ        503          Unf          0        27         530
## 1143          ALQ        384          Unf          0       162         546
## 1144          Unf          0          Unf          0       546         546
## 1145          GLQ        923          Unf          0         0         923
## 1146          GLQ       1148          Unf          0        96        1244
## 1147          ALQ       1112          Unf          0        48        1160
## 1148          Rec        531          Unf          0       185         716
## 1149          GLQ        796          Unf          0         0         796
## 1150          BLQ        811          Unf          0       585        1396
## 1151          LwQ       1090          Unf          0         0        1090
## 1152          ALQ        596          Unf          0       220         816
## 1153          ALQ        516          Unf          0       348         864
## 1154          BLQ        468          Rec        539       171        1178
## 1155          Rec        773          Unf          0       235        1008
## 1156          Rec       1127          Unf          0       490        1617
## 1157          ALQ       1110          Unf          0       595        1705
## 1158          Unf          0          Unf          0      1851        1851
## 1159          GLQ        700          Unf          0       113         813
## 1160          Unf          0          Unf          0       781         781
## 1161          Unf          0          Unf          0       821         821
## 1162          Unf          0          Unf          0      1074        1074
## 1163          GLQ         60          Unf          0      1640        1700
## 1164          Unf          0          Unf          0      2062        2062
## 1165          GLQ        705          Unf          0       455        1160
## 1166          Unf          0          Unf          0      1191        1191
## 1167          GLQ       1218          Unf          0       180        1398
## 1168          Unf          0          Unf          0      1528        1528
## 1169          GLQ        205          Unf          0       889        1094
## 1170          GLQ       1206          Unf          0       644        1850
## 1171          Unf          0          Unf          0      1390        1390
## 1172          GLQ       1191          Unf          0       523        1714
## 1173          GLQ       1416          Unf          0       494        1910
## 1174          GLQ        850          Unf          0       138         988
## 1175          Unf          0          Unf          0       945         945
## 1176          GLQ       1005          Unf          0        42        1047
## 1177          ALQ        788          Unf          0       172         960
## 1178          ALQ        548          Unf          0       127         675
## 1179          ALQ        755          Unf          0       348        1103
## 1180          Rec         20          LwQ        620       224         864
## 1181          GLQ        951          Unf          0       536        1487
## 1182          Unf          0          Unf          0       525         525
## 1183          LwQ        402          Unf          0       363         765
## 1184          ALQ        282          Unf          0       212         494
## 1185          ALQ        276          Unf          0       207         483
## 1186          BLQ        382          Unf          0       143         525
## 1187          ALQ        727          BLQ        156       186        1069
## 1188          ALQ        373          Rec        108       462         943
## 1189          ALQ        120          BLQ        492       443        1055
## 1190          ALQ         70          Unf          0       785         855
## 1191          GLQ       1369          Unf          0       369        1738
## 1192          Unf          0          Unf          0      1618        1618
## 1193          Unf          0          Unf          0      1721        1721
## 1194          GLQ       1505          Unf          0       363        1868
## 1195          Unf          0          Unf          0      1090        1090
## 1196          GLQ       1290          Unf          0       316        1606
## 1197          Unf          0          Unf          0      1209        1209
## 1198          Unf          0          Unf          0      1054        1054
## 1199          GLQ        880          Unf          0       644        1524
## 1200          GLQ       1232          Unf          0       560        1792
## 1201          GLQ       1383          Unf          0       397        1780
## 1202          GLQ        994          Unf          0       426        1420
## 1203          GLQ        472          Unf          0      1088        1560
## 1204          GLQ       1023          Unf          0       663        1686
## 1205          GLQ        415          Unf          0      1251        1666
## 1206          Unf          0          Unf          0       728         728
## 1207          Unf          0          Unf          0       738         738
## 1208          Unf          0          Unf          0      1326        1326
## 1209          Unf          0          Unf          0      1052        1052
## 1210          Unf          0          Unf          0       738         738
## 1211          GLQ        453          Unf          0       767        1220
## 1212          GLQ       1038          Unf          0       330        1368
## 1213          GLQ       1059          Unf          0       306        1365
## 1214          GLQ         16          Unf          0      1126        1142
## 1215          Unf          0          Unf          0       848         848
## 1216          ALQ        732          Unf          0       250         982
## 1217          Unf          0          Unf          0      1035        1035
## 1218          GLQ        791          Unf          0       253        1044
## 1219          GLQ        505          Unf          0       655        1160
## 1220          GLQ       1182          Unf          0       358        1540
## 1221          ALQ        527          Unf          0       815        1342
## 1222          Rec        292          GLQ       1393        48        1733
## 1223          GLQ        380          BLQ        168       742        1290
## 1224          LwQ        247          GLQ       1039         0        1286
## 1225          Unf          0          Unf          0      1100        1100
## 1226          GLQ       1562          Unf          0       108        1670
## 1227          Unf          0          Unf          0      1504        1504
## 1228          GLQ         24          Unf          0      1254        1278
## 1229          GLQ       1836          Unf          0       200        2036
## 1230          Unf          0          Unf          0       858         858
## 1231          GLQ         24          Unf          0      1118        1142
## 1232          Unf          0          Unf          0      1400        1400
## 1233          Unf          0          Unf          0      1131        1131
## 1234          Unf          0          Unf          0       891         891
## 1235          Unf          0          Unf          0       784         784
## 1236          Unf          0          Unf          0       941         941
## 1237          ALQ        758          Unf          0        78         836
## 1238          GLQ        904          Unf          0       494        1398
## 1239          GLQ        278          Unf          0       939        1217
## 1240          ALQ        274          Unf          0       362         636
## 1241          LwQ         36          Unf          0       952         988
## 1242         <NA>          0         <NA>          0         0           0
## 1243          BLQ        612          Unf          0       252         864
## 1244          Rec        554          Unf          0       430         984
## 1245          BLQ        162          Rec        270       450         882
## 1246          ALQ        181          Unf          0       744         925
## 1247          Rec        712          Unf          0       312        1024
## 1248          ALQ        644          Unf          0       268         912
## 1249          Rec        659          Unf          0       253         912
##      Heating HeatingQC CentralAir Electrical X1stFlrSF X2ndFlrSF LowQualFinSF
## 1       GasA        TA          Y      SBrkr       896         0            0
## 2       GasA        TA          Y      SBrkr      1329         0            0
## 3       GasA        Gd          Y      SBrkr       928       701            0
## 4       GasA        Ex          Y      SBrkr       926       678            0
## 5       GasA        Ex          Y      SBrkr      1280         0            0
## 6       GasA        Gd          Y      SBrkr       763       892            0
## 7       GasA        Ex          Y      SBrkr      1187         0            0
## 8       GasA        Gd          Y      SBrkr       789       676            0
## 9       GasA        Gd          Y      SBrkr      1341         0            0
## 10      GasA        TA          Y      SBrkr       882         0            0
## 11      GasA        Ex          Y      SBrkr      1337         0            0
## 12      GasA        TA          Y      SBrkr       483       504            0
## 13      GasA        TA          Y      SBrkr       525       567            0
## 14      GasA        TA          Y      SBrkr       855       601            0
## 15      GasA        Ex          Y      SBrkr       836         0            0
## 16      GasA        Ex          Y      SBrkr      1627       707            0
## 17      GasA        Ex          Y      SBrkr      1544         0            0
## 18      GasA        Ex          Y      SBrkr      1698         0            0
## 19      GasA        Ex          Y      SBrkr      1822         0            0
## 20      GasA        Ex          Y      SBrkr      2696         0            0
## 21      GasA        Ex          Y      SBrkr      1687       563            0
## 22      GasA        Ex          Y      SBrkr      1370         0            0
## 23      GasA        Ex          Y      SBrkr      1324         0            0
## 24      GasA        Ex          Y      SBrkr      1145         0            0
## 25      GasA        Ex          Y      SBrkr       744       630            0
## 26      GasA        Ex          Y      SBrkr       847       886            0
## 27      GasA        Ex          Y      SBrkr      1645       830            0
## 28      GasA        Ex          Y      SBrkr      1595         0            0
## 29      GasA        Ex          Y      SBrkr      1218         0            0
## 30      GasA        Ex          Y      SBrkr      1468         0            0
## 31      GasA        Ex          Y      SBrkr       831       828            0
## 32      GasA        TA          N      FuseA      1012         0            0
## 33      GasA        Ex          Y      SBrkr      1494         0            0
## 34      GasA        Ex          Y      SBrkr      1251      1098            0
## 35      GasA        Ex          Y      SBrkr      1402       823            0
## 36      GasA        Ex          Y      SBrkr      1488         0            0
## 37      GasA        Ex          Y      SBrkr       840       840            0
## 38      GasA        Ex          Y      SBrkr       600       600            0
## 39      GasA        Ex          Y      SBrkr       600       600            0
## 40      GasA        Ex          Y      SBrkr       600       636            0
## 41      GasA        Ex          Y      SBrkr       756       756            0
## 42      GasA        Ex          Y      SBrkr       530       550            0
## 43      GasA        Ex          Y      SBrkr      1418         0            0
## 44      GasA        Ex          Y      SBrkr       975       873            0
## 45      GasA        Ex          Y      SBrkr      1492         0            0
## 46      GasA        Gd          Y      SBrkr      1829         0            0
## 47      GasA        Ex          Y      SBrkr      1280      1215            0
## 48      GasA        TA          Y      SBrkr      1287       604            0
## 49      GasA        TA          Y      SBrkr       930       715            0
## 50      GasA        TA          Y      SBrkr      1232         0            0
## 51      GasA        Gd          Y      SBrkr      1209         0            0
## 52      GasA        Ex          Y      SBrkr      1510         0            0
## 53      GasA        TA          Y      SBrkr      1131       644            0
## 54      GasA        TA          Y      SBrkr      1728         0            0
## 55      GasA        Gd          Y      SBrkr      1929       532            0
## 56      GasA        TA          Y      SBrkr      1019       537            0
## 57      GasA        Gd          Y      SBrkr      1128         0            0
## 58      GasA        TA          Y      SBrkr      1604         0            0
## 59      GasA        Ex          Y      SBrkr      1480         0            0
## 60      GasA        TA          Y      SBrkr      1143         0            0
## 61      GasA        Fa          Y      SBrkr      1206         0            0
## 62      GasA        Ex          Y      SBrkr      1580         0            0
## 63      GasA        TA          Y      FuseA       832       505            0
## 64      GasA        TA          Y      SBrkr      1064         0            0
## 65      GasA        TA          Y      SBrkr       972         0            0
## 66      GasA        TA          Y      SBrkr       988         0            0
## 67      GasA        Gd          Y      SBrkr       985         0            0
## 68      GasA        TA          Y      SBrkr       816       408            0
## 69      GasA        Ex          Y      SBrkr      1175         0            0
## 70      GasA        TA          Y      SBrkr      1395         0            0
## 71      GasA        TA          Y      SBrkr      1157       687            0
## 72      GasA        TA          Y      SBrkr       936         0            0
## 73      GasA        Gd          Y      SBrkr      1347         0            0
## 74      GasA        Gd          Y      SBrkr       827       424            0
## 75      GasA        Ex          Y      SBrkr      1027       606            0
## 76      GasA        TA          Y      SBrkr      1060       185            0
## 77      GasA        TA          N      SBrkr       832         0            0
## 78      GasW        TA          N      SBrkr       930       636            0
## 79      GasA        Ex          Y      SBrkr      1157      1111            0
## 80      Grav        Fa          N      FuseF      1128      1128            0
## 81      GasA        Ex          Y      SBrkr       868       602            0
## 82      GasA        Ex          Y      SBrkr      1030       582            0
## 83      GasA        TA          N      FuseA      1160       908            0
## 84      GasA        TA          N      FuseF       765         0            0
## 85      GasA        TA          Y      SBrkr       608       524            0
## 86      GasA        Ex          Y      FuseA       848       348            0
## 87      GasA        TA          Y      FuseA       955       498            0
## 88      GasA        TA          Y      SBrkr       780       636            0
## 89      GasA        Gd          Y      SBrkr       548       492            0
## 90      GasA        TA          Y      FuseF       928       608            0
## 91      GasA        TA          Y      SBrkr      1068         0            0
## 92      GasA        Ex          Y      SBrkr       888      1074            0
## 93      GasA        Ex          Y      SBrkr       780       780            0
## 94      GasA        Ex          Y      SBrkr       662       662            0
## 95      GasA        Gd          Y      SBrkr      1675         0            0
## 96      GasA        Gd          N      SBrkr       725       499            0
## 97      GasA        TA          N      SBrkr      1212       180            0
## 98      GasA        Ex          N      SBrkr       600       319            0
## 99      GasW        TA          N      SBrkr       942       942            0
## 100     GasA        Gd          Y      SBrkr       936       744            0
## 101     GasA        TA          N      SBrkr      1832         0            0
## 102     GasA        Ex          Y      SBrkr       892         0            0
## 103     GasA        Ex          Y      SBrkr       864         0            0
## 104     GasA        TA          Y      SBrkr      1373         0            0
## 105     GasA        Ex          Y      SBrkr       720       720            0
## 106     GasA        Gd          Y      SBrkr      1483         0            0
## 107     GasA        TA          N      SBrkr       756         0            0
## 108     GasA        Ex          Y      SBrkr      1117       864            0
## 109     GasA        TA          Y      FuseA      1052       558            0
## 110     GasA        Ex          Y      SBrkr      1074         0            0
## 111     GasA        Ex          Y      SBrkr      1169         0          362
## 112     GasA        TA          Y      SBrkr      1172         0            0
## 113     GasA        Ex          Y      SBrkr      1508         0            0
## 114     GasA        Ex          Y      SBrkr      1298         0            0
## 115     GasA        Ex          Y      SBrkr      1433         0            0
## 116     GasA        Ex          Y      SBrkr       964       838            0
## 117     GasA        Ex          Y      SBrkr      1222         0            0
## 118     GasA        TA          Y      SBrkr       831       614            0
## 119     GasA        Gd          Y      SBrkr       965         0            0
## 120     GasA        Ex          Y      SBrkr       892       800            0
## 121     GasA        Ex          Y      SBrkr      1026         0            0
## 122     GasA        TA          Y      SBrkr       876         0            0
## 123     GasA        Ex          Y      SBrkr      1978         0            0
## 124     GasA        Ex          Y      SBrkr      1044      1054            0
## 125     GasA        Ex          Y      SBrkr       848         0            0
## 126     GasA        TA          N      SBrkr       640         0            0
## 127     GasA        Ex          Y      SBrkr       992         0            0
## 128     GasA        TA          Y      SBrkr      1196         0            0
## 129     GasA        Ex          N      FuseF       792       328            0
## 130     GasA        TA          Y      SBrkr      1096         0            0
## 131     GasA        Ex          Y      SBrkr       960         0            0
## 132     GasA        Fa          N      FuseA      1296         0            0
## 133     GasA        TA          Y      SBrkr       856         0            0
## 134     GasA        TA          Y      SBrkr       862      1788            0
## 135     GasA        Ex          Y      SBrkr       894       772            0
## 136     GasA        Ex          Y      SBrkr      1225       908            0
## 137     GasA        Ex          Y      SBrkr      1102      1075            0
## 138     GasA        Ex          Y      SBrkr       896       756            0
## 139     GasA        Gd          Y      SBrkr      1034         0            0
## 140     GasA        Gd          Y      SBrkr      1191         0            0
## 141     GasA        TA          Y      SBrkr       540         0            0
## 142     GasA        Fa          Y      SBrkr       727       380            0
## 143     GasA        Gd          Y      SBrkr       952         0            0
## 144     GasA        Ex          Y      SBrkr      1646         0            0
## 145     GasA        Ex          Y      SBrkr      1036       880            0
## 146     GasA        TA          Y      SBrkr      1285         0            0
## 147     GasA        TA          Y      SBrkr      2048         0            0
## 148     GasA        Ex          Y      SBrkr      1346         0            0
## 149     GasA        Ex          Y      SBrkr      1214         0            0
## 150     GasA        Gd          Y      SBrkr       744       700            0
## 151     GasA        TA          Y      SBrkr      1264         0            0
## 152     GasA        Ex          Y      SBrkr      1430         0            0
## 153     GasA        Ex          Y      SBrkr      1344         0            0
## 154     GasA        Ex          Y      SBrkr       945         0            0
## 155     GasA        Ex          Y      SBrkr       546       546            0
## 156     GasA        Ex          Y      SBrkr       546       546            0
## 157     GasA        TA          Y      SBrkr       546       546            0
## 158     GasA        Ex          Y      SBrkr       874         0            0
## 159     GasA        TA          Y      SBrkr       833         0            0
## 160     GasA        Gd          Y      SBrkr      1216      1216            0
## 161     GasA        Gd          Y      SBrkr       624       650            0
## 162     GasA        TA          Y      SBrkr       864       615            0
## 163     GasA        Ex          Y      SBrkr      1803         0            0
## 164     GasA        Ex          Y      SBrkr      1152       645            0
## 165     GasA        TA          Y      SBrkr       882         0            0
## 166     GasA        TA          Y      SBrkr      1434         0            0
## 167     GasA        Ex          Y      SBrkr       945       663            0
## 168     GasA        Ex          Y      SBrkr      1008      1275            0
## 169     GasA        Gd          Y      SBrkr       958       670            0
## 170     GasA        Ex          Y      SBrkr      2522         0            0
## 171     GasA        Ex          Y      SBrkr      1478         0            0
## 172     GasA        Ex          Y      SBrkr      1734         0            0
## 173     GasA        Gd          Y      SBrkr       751       631            0
## 174     GasA        Gd          Y      SBrkr       952       684            0
## 175     GasA        Gd          Y      SBrkr       707       809            0
## 176     GasA        Ex          Y      SBrkr      1190         0            0
## 177     GasA        Ex          Y      SBrkr       946       988            0
## 178     GasA        TA          Y      SBrkr      1154       896            0
## 179     GasA        TA          Y      SBrkr      1671         0            0
## 180     GasA        TA          Y      SBrkr      1539      1134            0
## 181     GasA        Gd          Y      SBrkr      1707         0            0
## 182     GasA        Ex          Y      SBrkr      1016       868            0
## 183     GasA        Ex          Y      SBrkr      1058       816            0
## 184     GasA        Ex          Y      SBrkr       972       839            0
## 185     GasA        TA          Y      SBrkr      1621         0            0
## 186     GasA        Ex          Y      SBrkr      1116         0            0
## 187     GasA        Fa          Y      SBrkr      1193         0            0
## 188     GasA        TA          Y      SBrkr      1180         0            0
## 189     GasA        Ex          Y      SBrkr      1050         0            0
## 190     GasA        TA          Y      SBrkr       864         0            0
## 191     GasA        Gd          Y      SBrkr       864         0            0
## 192     GasA        TA          Y      SBrkr       483       504            0
## 193     GasA        TA          Y      SBrkr       483       504            0
## 194     GasA        TA          Y      SBrkr       804       744            0
## 195     GasA        TA          Y      SBrkr      1055         0            0
## 196     GasA        TA          Y      SBrkr       855       601            0
## 197     GasA        TA          Y      SBrkr       804       744            0
## 198     GasA        TA          Y      SBrkr       855       601            0
## 199     GasA        TA          Y      SBrkr       836         0            0
## 200     GasA        Ex          Y      SBrkr      1120         0            0
## 201     GasA        Ex          Y      SBrkr      1794       978            0
## 202     GasA        Ex          Y      SBrkr      1365      1325            0
## 203     GasA        Ex          Y      SBrkr      2020         0            0
## 204     GasA        Ex          Y      SBrkr      2674         0            0
## 205     GasA        Ex          Y      SBrkr      1736         0            0
## 206     GasA        Ex          Y      SBrkr      1782         0            0
## 207     GasA        Ex          Y      SBrkr      1508      1012            0
## 208     GasA        Ex          Y      SBrkr      1743         0            0
## 209     GasA        Ex          Y      SBrkr      1531         0            0
## 210     GasA        Ex          Y      SBrkr      1808         0            0
## 211     GasA        Ex          Y      SBrkr      1760         0            0
## 212     GasA        Ex          Y      SBrkr      2452         0            0
## 213     GasA        Ex          Y      SBrkr      1105      1295            0
## 214     GasA        Gd          Y      SBrkr      1606         0            0
## 215     GasA        Ex          Y      SBrkr      1358         0            0
## 216     GasA        Ex          Y      SBrkr      1306         0            0
## 217     GasA        Ex          Y      SBrkr      1358         0            0
## 218     GasA        Ex          Y      SBrkr      2492         0            0
## 219     GasA        Ex          Y      SBrkr      2200         0            0
## 220     GasA        Ex          Y      SBrkr      1884         0            0
## 221     GasA        Ex          Y      SBrkr      1456         0            0
## 222     GasA        Ex          Y      SBrkr      1712         0            0
## 223     GasA        Ex          Y      SBrkr      1405         0            0
## 224     GasA        Ex          Y      SBrkr       728       728            0
## 225     GasA        Ex          Y      SBrkr       745       745            0
## 226     GasA        Ex          Y      SBrkr      1220         0            0
## 227     GasA        Ex          Y      SBrkr       744       630            0
## 228     GasA        Ex          Y      SBrkr       868       762            0
## 229     GasA        Ex          Y      SBrkr       846       748            0
## 230     GasA        Ex          Y      SBrkr       806       683            0
## 231     GasA        Ex          Y      SBrkr       698       644            0
## 232     GasA        Ex          Y      SBrkr       878      1126            0
## 233     GasA        Ex          Y      SBrkr       744       630            0
## 234     GasA        Ex          Y      SBrkr       819       695            0
## 235     GasA        Ex          Y      SBrkr       774       656            0
## 236     GasA        Ex          Y      SBrkr      1223      1089            0
## 237     GasA        Ex          Y      SBrkr       774       656            0
## 238     GasA        Ex          Y      SBrkr      1466      1221            0
## 239     GasA        Ex          Y      SBrkr      2063         0            0
## 240     GasA        Ex          Y      SBrkr      1094       967            0
## 241     GasA        Ex          Y      SBrkr      1215      1017            0
## 242     GasA        Ex          Y      SBrkr      1696         0            0
## 243     GasA        Ex          Y      SBrkr      1658         0            0
## 244     GasA        Ex          Y      SBrkr      1702         0            0
## 245     GasA        Ex          Y      SBrkr      1432         0            0
## 246     GasA        Ex          Y      SBrkr      2490         0            0
## 247     GasA        Ex          Y      SBrkr      1436         0            0
## 248     GasA        Ex          Y      SBrkr      1402         0            0
## 249     GasA        Ex          Y      SBrkr      1530         0            0
## 250     GasA        Ex          Y      SBrkr      1448         0            0
## 251     GasA        Ex          Y      SBrkr       909       886            0
## 252     GasA        Ex          Y      SBrkr      1836         0            0
## 253     GasA        Ex          Y      SBrkr      1662         0            0
## 254     GasA        Ex          Y      SBrkr      1553         0            0
## 255     GasA        Ex          Y      SBrkr       812       841            0
## 256     GasA        Ex          Y      SBrkr      1218         0            0
## 257     GasA        Ex          Y      SBrkr      1141         0            0
## 258     GasA        Ex          Y      SBrkr      1158         0            0
## 259     GasA        Ex          Y      SBrkr       871       941            0
## 260     GasA        Ex          Y      SBrkr      1512         0            0
## 261     GasA        Ex          Y      SBrkr      1114         0            0
## 262     GasA        Ex          Y      SBrkr      1114         0            0
## 263     GasA        Ex          Y      SBrkr      1114         0            0
## 264     GasA        Ex          Y      SBrkr      1450         0            0
## 265     GasA        Ex          Y      SBrkr       913      1209            0
## 266     GasA        Ex          Y      SBrkr       833       897            0
## 267     GasA        Gd          Y      SBrkr      1332         0            0
## 268     GasA        Ex          Y      SBrkr       754       786            0
## 269     GasA        TA          Y      SBrkr       698       702            0
## 270     GasA        TA          Y      SBrkr       964       918            0
## 271     GasA        Gd          Y      SBrkr       980         0            0
## 272     GasA        Ex          Y      SBrkr       864         0            0
## 273     GasA        TA          Y      SBrkr       864         0            0
## 274     GasA        Gd          Y      SBrkr      1020         0            0
## 275     GasA        Ex          Y      SBrkr       912         0            0
## 276     GasA        Gd          Y      SBrkr       912         0            0
## 277     GasA        Gd          Y      SBrkr      2014         0            0
## 278     GasA        Ex          Y      SBrkr       975       780            0
## 279     GasA        Ex          Y      SBrkr      1376      1629            0
## 280     GasA        Ex          Y      SBrkr      1726         0            0
## 281     GasA        Ex          Y      SBrkr      1256         0            0
## 282     GasA        Ex          Y      SBrkr       756       756            0
## 283     GasA        Ex          Y      SBrkr       713       739            0
## 284     GasA        Ex          Y      SBrkr      1694         0            0
## 285     GasA        TA          Y      SBrkr      1740         0            0
## 286     GasA        Ex          Y      SBrkr      1487      1012            0
## 287     GasA        TA          Y      SBrkr      1285       782            0
## 288     GasA        Gd          Y      SBrkr      1271      1369            0
## 289     GasA        TA          Y      SBrkr      1336         0            0
## 290     GasA        TA          Y      SBrkr      1216         0            0
## 291     GasA        Ex          Y      SBrkr      1316       972            0
## 292     GasA        TA          Y      SBrkr       864         0            0
## 293     GasA        TA          Y      SBrkr      1568         0            0
## 294     GasA        Gd          Y      SBrkr      1165       896            0
## 295     GasA        Fa          Y      SBrkr      1320         0            0
## 296     GasA        Gd          Y      SBrkr       894         0            0
## 297     GasA        Ex          Y      SBrkr       864         0            0
## 298     GasA        TA          Y      SBrkr      1362         0            0
## 299     GasA        Fa          Y      SBrkr      1728         0            0
## 300     GasA        TA          Y      SBrkr      1313         0            0
## 301     GasA        TA          Y      SBrkr      1292         0            0
## 302     GasA        TA          Y      SBrkr       825      1315            0
## 303     GasA        Ex          Y      SBrkr      1576         0            0
## 304     GasA        Gd          Y      SBrkr       960         0            0
## 305     GasA        TA          Y      SBrkr      1691         0            0
## 306     GasA        Ex          Y      SBrkr      1453         0            0
## 307     GasA        Gd          Y      SBrkr      1567         0            0
## 308     GasA        TA          Y      SBrkr      1144         0            0
## 309     GasA        Gd          Y      SBrkr      1329         0            0
## 310     GasA        TA          Y      SBrkr       988         0            0
## 311     GasA        TA          Y      SBrkr      1202         0            0
## 312     GasA        Gd          Y      FuseA      1382         0            0
## 313     GasA        TA          Y      SBrkr      1200         0            0
## 314     GasA        Ex          Y      SBrkr      1866         0            0
## 315     GasA        Gd          Y      SBrkr      1062         0            0
## 316     GasA        TA          Y      FuseA      1112         0            0
## 317     GasA        TA          Y      SBrkr       793         0            0
## 318     GasA        Gd          Y      SBrkr      1031         0            0
## 319     GasA        TA          Y      FuseA      1210         0            0
## 320     GasA        Ex          Y      FuseA       801       726            0
## 321     GasA        TA          Y      SBrkr      1200         0            0
## 322     GasA        Gd          Y      FuseA       792         0            0
## 323     GasA        Ex          Y      SBrkr       676       676            0
## 324     GasA        Gd          Y      SBrkr       717       322            0
## 325     GasA        Ex          Y      SBrkr      1078         0            0
## 326     GasA        TA          Y      SBrkr      1313         0         1064
## 327     GasA        Ex          Y      SBrkr       930       760            0
## 328     GasA        Gd          N      FuseA       599         0            0
## 329     GasA        TA          N      SBrkr       846         0            0
## 330     GasA        TA          Y      FuseA       725         0            0
## 331     GasA        TA          Y      SBrkr      1248      1296            0
## 332     GasA        Fa          Y      SBrkr      1380         0            0
## 333     GasA        Gd          Y      SBrkr      1040         0            0
## 334     GasA        Gd          Y      SBrkr       951         0            0
## 335     GasA        Gd          Y      FuseA      1105         0            0
## 336     GasA        Fa          Y      SBrkr      1142         0            0
## 337     GasA        Gd          N      SBrkr       765       368            0
## 338     GasA        Gd          Y      SBrkr      1041         0            0
## 339     GasA        TA          Y      SBrkr       732         0            0
## 340     GasA        TA          Y      SBrkr      1183         0            0
## 341     GasA        TA          Y      FuseF       832       629            0
## 342     GasA        TA          Y      SBrkr      1064         0          431
## 343     GasA        TA          Y      SBrkr       993       813            0
## 344     GasA        Gd          Y      SBrkr       941         0            0
## 345     GasA        TA          Y      SBrkr      1045         0            0
## 346     GasA        Gd          Y      SBrkr       861       517            0
## 347     GasA        Gd          N      FuseA       972       972            0
## 348     GasA        TA          Y      SBrkr       810       496            0
## 349     GasA        Ex          Y      SBrkr       764       700            0
## 350     GasA        TA          Y      FuseA       868       690            0
## 351     GasA        Gd          N      SBrkr      1101       600            0
## 352     GasA        Gd          N      SBrkr       801       646            0
## 353     GasA        TA          Y      FuseA       768       560            0
## 354     GasA        TA          Y      SBrkr       861         0            0
## 355     GasA        Fa          N      FuseA       612         0            0
## 356     GasA        TA          Y      SBrkr       792         0            0
## 357     GasA        TA          Y      SBrkr       833       677            0
## 358     GasA        Gd          Y      FuseA      1090       917            0
## 359     GasA        Ex          Y      SBrkr       664       624            0
## 360     GasA        Ex          Y      SBrkr       816         0            0
## 361     GasA        Ex          Y      SBrkr      1044         0          436
## 362     GasA        Ex          Y      SBrkr       780       741            0
## 363     GasA        TA          N      SBrkr       797         0            0
## 364     GasA        TA          N      FuseA      1432         0            0
## 365     GasA        Ex          Y      SBrkr      1001       653            0
## 366     GasA        Gd          Y      SBrkr       822       320            0
## 367     GasA        Gd          Y      SBrkr       995         0            0
## 368     GasA        TA          Y      FuseA       994       588            0
## 369     GasA        TA          Y      SBrkr      1072         0            0
## 370     GasA        Gd          Y      FuseA      1048       720            0
## 371     GasA        Fa          Y      SBrkr      1272       672            0
## 372     GasA        TA          N      SBrkr      1088      1040            0
## 373     GasA        Fa          Y      SBrkr      1146       784            0
## 374     GasA        Ex          Y      SBrkr       741       686            0
## 375     GasA        TA          N      FuseF       978       886            0
## 376     GasA        TA          Y      FuseA      1204       462            0
## 377     GasA        TA          Y      SBrkr       892         0            0
## 378     GasA        Ex          Y      FuseF       754       649            0
## 379     GasA        Ex          Y      FuseA       704         0            0
## 380     GasA        TA          Y      SBrkr      1200         0            0
## 381     GasA        TA          Y      SBrkr      1152         0            0
## 382     GasA        TA          N      FuseA       687       425            0
## 383     GasA        TA          Y      SBrkr      1052         0            0
## 384     GasA        TA          Y      SBrkr      1034         0            0
## 385     GasA        TA          Y      SBrkr       904       611          259
## 386     GasA        Ex          Y      SBrkr      1138         0            0
## 387     GasA        Ex          Y      SBrkr      2071         0            0
## 388     GasA        Fa          N      SBrkr       660         0            0
## 389     GasA        TA          Y      SBrkr      1383         0            0
## 390     GasA        TA          Y      FuseA      1073         0            0
## 391     GasA        Ex          Y      SBrkr       892       747            0
## 392     GasW        TA          Y      SBrkr      1089         0            0
## 393     GasA        TA          Y      SBrkr      1049         0            0
## 394     GasA        Gd          Y      SBrkr      1061         0            0
## 395     GasA        Gd          Y      SBrkr      1338         0            0
## 396     GasA        Ex          Y      SBrkr      1079       800            0
## 397     GasA        Ex          Y      SBrkr      1288       728            0
## 398     GasA        TA          Y      SBrkr      1114      1114            0
## 399     GasA        TA          Y      SBrkr      1535         0            0
## 400     GasA        TA          Y      SBrkr      1229         0            0
## 401     GasA        TA          Y      SBrkr      1513         0            0
## 402     GasA        Ex          Y      SBrkr      1168      1619            0
## 403     GasA        Ex          Y      SBrkr      1168      1619            0
## 404     GasA        Ex          Y      SBrkr      1168      1619            0
## 405     GasA        Ex          Y      SBrkr      1680         0            0
## 406     GasA        Ex          Y      SBrkr      1720         0            0
## 407     GasA        Ex          Y      SBrkr      1468         0            0
## 408     GasA        Ex          Y      SBrkr      1838         0            0
## 409     GasA        Ex          Y      SBrkr      1290         0            0
## 410     GasA        Ex          Y      SBrkr      1254         0            0
## 411     GasA        Ex          Y      SBrkr      1498         0            0
## 412     GasA        Ex          Y      SBrkr       704       718            0
## 413     GasA        Gd          Y      SBrkr       944       815            0
## 414     GasA        Ex          Y      SBrkr       990         0            0
## 415     GasA        Ex          Y      SBrkr      1463         0            0
## 416     GasA        Ex          Y      SBrkr       928       844            0
## 417     GasA        Ex          Y      SBrkr      1444         0            0
## 418     GasA        Ex          Y      SBrkr      1492         0            0
## 419     GasA        TA          Y      SBrkr       907         0            0
## 420     GasA        TA          Y      SBrkr       914         0            0
## 421     GasA        Ex          Y      SBrkr      1611         0            0
## 422     GasA        Ex          Y      SBrkr      1068      1116            0
## 423     GasA        Ex          Y      SBrkr       840       885            0
## 424     GasA        Ex          Y      SBrkr       944       926            0
## 425     GasA        Ex          Y      SBrkr      1513         0            0
## 426     GasA        Ex          Y      SBrkr      1828         0            0
## 427     GasA        Ex          Y      SBrkr      1417         0            0
## 428     GasA        Ex          Y      SBrkr      1602         0            0
## 429     GasA        Ex          Y      SBrkr       608       788            0
## 430     GasA        TA          Y      SBrkr      1149         0            0
## 431     GasA        Gd          Y      SBrkr      1072         0            0
## 432     GasA        TA          Y      FuseA       876         0            0
## 433     GasA        TA          Y      FuseA      1368         0            0
## 434     GasA        TA          Y      SBrkr      1678         0            0
## 435     GasA        Ex          Y      SBrkr      1560         0            0
## 436     GasA        Ex          Y      SBrkr       854       444            0
## 437     GasA        TA          Y      SBrkr       832       436            0
## 438     GasA        Gd          Y      FuseF       647       595            0
## 439     GasA        Ex          Y      SBrkr      1232         0            0
## 440     GasA        Ex          Y      SBrkr       628       600            0
## 441     GasA        Ex          Y      SBrkr       840       727            0
## 442     GasA        Ex          Y      SBrkr      1273         0            0
## 443     GasA        Ex          Y      SBrkr      1240      1240            0
## 444     GasA        Ex          Y      SBrkr      1112         0            0
## 445     GasA        TA          Y      SBrkr      1561         0            0
## 446     GasW        Fa          N      SBrkr       986       537            0
## 447     GasA        Ex          Y      SBrkr      1906         0            0
## 448     GasA        TA          Y      SBrkr       516       516            0
## 449     GasA        TA          Y      SBrkr       561       668            0
## 450     GasA        TA          Y      SBrkr       561       668            0
## 451     GasA        Gd          Y      SBrkr      1182       800            0
## 452     GasA        TA          Y      SBrkr      2365         0            0
## 453     GasA        Ex          N      SBrkr       928       928          312
## 454     GasA        Fa          N      FuseP       572         0            0
## 455     GasA        Ex          Y      SBrkr      1648         0            0
## 456     GasA        TA          N      FuseA       810         0            0
## 457     GasA        Ex          Y      SBrkr      1040      1012            0
## 458     GasA        Ex          Y      SBrkr       926         0            0
## 459     GasA        TA          Y      SBrkr      1287         0            0
## 460     GasA        TA          Y      SBrkr      1595         0            0
## 461     GasA        Ex          Y      SBrkr      2036         0            0
## 462     GasA        Ex          Y      SBrkr      1641         0            0
## 463     GasA        Ex          Y      SBrkr      1375       862            0
## 464     GasA        Ex          Y      SBrkr      1479         0            0
## 465     GasA        Ex          Y      SBrkr      1072       942            0
## 466     GasA        Ex          Y      SBrkr      1978         0            0
## 467     GasA        Gd          Y      SBrkr      1008         0            0
## 468     GasA        Ex          Y      SBrkr      1404         0            0
## 469     GasA        Gd          Y      SBrkr       796         0            0
## 470     GasA        Ex          Y      SBrkr      1091         0            0
## 471     GasA        TA          Y      SBrkr       883         0            0
## 472     GasA        TA          Y      SBrkr       624       663            0
## 473     GasA        Ex          Y      SBrkr       784       848            0
## 474     GasA        Ex          Y      SBrkr       926       678            0
## 475     GasA        Gd          Y      SBrkr       680       790            0
## 476     GasA        Ex          Y      SBrkr       926       678            0
## 477     GasA        Gd          Y      SBrkr       916       720            0
## 478     GasA        Gd          Y      SBrkr      1384         0            0
## 479     GasA        Ex          Y      SBrkr      1682         0            0
## 480     GasA        Ex          Y      SBrkr      1280         0            0
## 481     GasA        Gd          Y      SBrkr       932       701            0
## 482     GasA        Gd          Y      SBrkr       851       858            0
## 483     GasA        Gd          Y      SBrkr      1337         0            0
## 484     GasA        Ex          Y      SBrkr      1168      1332            0
## 485     GasA        Ex          Y      SBrkr      1884         0            0
## 486     GasA        TA          Y      FuseA      1474         0            0
## 487     GasA        Ex          Y      SBrkr      1710         0            0
## 488     GasA        Gd          Y      SBrkr      1488         0            0
## 489     GasA        Ex          Y      SBrkr      1688         0            0
## 490     GasA        TA          Y      SBrkr      1260         0            0
## 491     GasA        TA          Y      SBrkr      2064         0            0
## 492     GasA        TA          Y      SBrkr      1782         0            0
## 493     GasA        TA          Y      SBrkr      1211         0            0
## 494     GasA        TA          Y      SBrkr      1277       767            0
## 495     GasA        Gd          Y      SBrkr       720       588            0
## 496     GasA        Ex          Y      SBrkr      1420      1420            0
## 497     GasA        TA          Y      SBrkr      1444         0            0
## 498     GasA        Ex          Y      SBrkr      1236      1104            0
## 499     GasA        TA          Y      SBrkr       896       896            0
## 500     GasA        TA          Y      SBrkr       936         0            0
## 501     GasA        TA          Y      SBrkr       864         0            0
## 502     GasA        TA          Y      SBrkr       483       504            0
## 503     GasA        Gd          Y      SBrkr       483       504            0
## 504     GasA        TA          Y      SBrkr       630       672            0
## 505     GasA        Gd          Y      SBrkr       855       601            0
## 506     GasA        Fa          Y      SBrkr      1055         0            0
## 507     GasA        Ex          Y      SBrkr      1582         0            0
## 508     GasA        Ex          Y      SBrkr      2464         0            0
## 509     GasA        Ex          Y      SBrkr      1950         0            0
## 510     GasA        Ex          Y      SBrkr      1850       898            0
## 511     GasA        Ex          Y      SBrkr      1632      1158            0
## 512     GasA        Ex          Y      SBrkr      1414       917            0
## 513     GasA        Ex          Y      SBrkr       948      1140            0
## 514     GasA        Ex          Y      SBrkr      1170      1162            0
## 515     GasA        Ex          Y      SBrkr      2470         0            0
## 516     GasA        Ex          Y      SBrkr      1575         0            0
## 517     GasA        Ex          Y      SBrkr      1515      1134            0
## 518     GasA        Ex          Y      SBrkr      1804       886            0
## 519     GasA        Ex          Y      SBrkr      1866         0            0
## 520     GasA        Ex          Y      SBrkr      1367         0            0
## 521     GasA        Ex          Y      SBrkr      1800         0            0
## 522     GasA        Ex          Y      SBrkr      1342         0            0
## 523     GasA        Ex          Y      SBrkr      1342         0            0
## 524     GasA        Ex          Y      SBrkr       764       862            0
## 525     GasA        Ex          Y      SBrkr      1455         0            0
## 526     GasA        Ex          Y      SBrkr      1576         0            0
## 527     GasA        Ex          Y      SBrkr      1246         0            0
## 528     GasA        Ex          Y      SBrkr       813       702            0
## 529     GasA        Ex          Y      SBrkr       840       880            0
## 530     GasA        Ex          Y      SBrkr       847      1139            0
## 531     GasA        Ex          Y      SBrkr      1358         0            0
## 532     GasA        Ex          Y      SBrkr      1008       884            0
## 533     GasA        Ex          Y      SBrkr       707       707            0
## 534     GasA        Ex          Y      SBrkr      1037      1285            0
## 535     GasA        Ex          Y      SBrkr       873       778            0
## 536     GasA        Ex          Y      SBrkr      1182      1017            0
## 537     GasA        Ex          Y      SBrkr      1533       639            0
## 538     GasA        Ex          Y      SBrkr      2006         0            0
## 539     GasA        Ex          Y      SBrkr      1064      1061            0
## 540     GasA        Ex          Y      SBrkr      1251      1250            0
## 541     GasA        Ex          Y      SBrkr      1108      1089            0
## 542     GasA        Gd          Y      SBrkr      1578         0            0
## 543     GasA        Ex          Y      SBrkr      1341       520            0
## 544     GasA        Ex          Y      SBrkr       955       919            0
## 545     GasA        Ex          Y      SBrkr      1460         0            0
## 546     GasA        Ex          Y      SBrkr      1372         0            0
## 547     GasA        Ex          Y      SBrkr      1660         0            0
## 548     GasA        Ex          Y      SBrkr      1218         0            0
## 549     GasA        Ex          Y      SBrkr       835       861            0
## 550     GasA        Ex          Y      SBrkr       835       828            0
## 551     GasA        Ex          Y      SBrkr      1175         0            0
## 552     GasA        Ex          Y      SBrkr      1162         0            0
## 553     GasA        Ex          Y      SBrkr       754       855            0
## 554     GasA        Ex          Y      SBrkr       886       794            0
## 555     GasA        Ex          Y      SBrkr       832       825            0
## 556     GasA        Ex          Y      SBrkr       827       850            0
## 557     GasA        Gd          Y      SBrkr       844       893            0
## 558     GasA        TA          Y      SBrkr       984         0            0
## 559     GasA        Ex          Y      SBrkr       864         0            0
## 560     GasA        Gd          N      SBrkr       890         0            0
## 561     GasA        TA          Y      SBrkr       864         0            0
## 562     GasA        TA          Y      SBrkr      1430         0            0
## 563     GasA        TA          Y      SBrkr      1001       640            0
## 564     GasA        Ex          Y      SBrkr      1364      1319            0
## 565     GasA        Ex          Y      SBrkr      1827       959            0
## 566     GasA        Ex          Y      SBrkr      1245         0            0
## 567     GasA        Ex          Y      SBrkr       600       600            0
## 568     GasA        Ex          Y      SBrkr       703       689            0
## 569     GasA        Gd          Y      SBrkr       757       792            0
## 570     GasA        Ex          Y      SBrkr      1638         0            0
## 571     GasA        Ex          Y      SBrkr      1310         0            0
## 572     GasA        Ex          Y      SBrkr      1419         0            0
## 573     GasA        Ex          Y      SBrkr      1557         0            0
## 574     GasA        Ex          Y      SBrkr       684       720            0
## 575     GasA        Ex          Y      SBrkr       872       917            0
## 576     GasA        Ex          Y      SBrkr       962       624            0
## 577     GasA        Ex          Y      SBrkr       962       645            0
## 578     GasA        Ex          Y      SBrkr      1469       924            0
## 579     GasA        Ex          Y      SBrkr      1239         0            0
## 580     GasA        TA          Y      SBrkr      1599      1345            0
## 581     GasA        Ex          Y      SBrkr      1671         0            0
## 582     GasA        Ex          Y      SBrkr       952       860            0
## 583     GasA        Gd          Y      SBrkr      1427         0            0
## 584     GasA        Fa          Y      SBrkr      1740         0            0
## 585     GasA        Ex          Y      SBrkr      1620         0            0
## 586     GasA        Ex          Y      SBrkr      1625         0            0
## 587     GasA        Ex          Y      SBrkr       732       732            0
## 588     GasA        Ex          Y      SBrkr       925         0            0
## 589     GasA        TA          Y      SBrkr      1728         0            0
## 590     GasA        TA          Y      SBrkr       845       825            0
## 591     GasA        TA          Y      SBrkr      1014         0            0
## 592     GasA        TA          Y      SBrkr      1114         0            0
## 593     GasA        Ex          Y      SBrkr      1118         0            0
## 594     GasA        TA          Y      SBrkr       453       453            0
## 595     GasA        TA          Y      SBrkr      1496         0            0
## 596     GasA        Gd          Y      SBrkr      1337         0            0
## 597     GasA        Ex          Y      SBrkr      1036         0            0
## 598     GasA        Ex          Y      SBrkr      1104       884            0
## 599     GasA        TA          Y      SBrkr      1176         0            0
## 600     GasA        TA          Y      SBrkr      1440         0            0
## 601     GasA        Ex          Y      SBrkr      1570         0            0
## 602     GasA        Gd          Y      SBrkr      1104         0            0
## 603     GasA        Ex          Y      FuseA       882         0            0
## 604     GasA        TA          Y      SBrkr      1152         0            0
## 605     GasW        TA          N      SBrkr       950         0            0
## 606     GasA        TA          Y      SBrkr      1790         0            0
## 607     GasA        Gd          Y      SBrkr      1764         0            0
## 608     GasA        Fa          Y      FuseA      1824         0            0
## 609     GasA        TA          N      SBrkr       869         0            0
## 610     GasA        TA          Y      SBrkr       747       412            0
## 611     GasA        Gd          Y      SBrkr       672         0            0
## 612     GasA        Ex          Y      SBrkr      1254       182            0
## 613     GasA        TA          Y      SBrkr      1044         0            0
## 614     GasA        Ex          Y      SBrkr      1312         0            0
## 615     GasA        TA          Y      SBrkr      1081         0            0
## 616     GasA        TA          Y      SBrkr       876         0            0
## 617     GasA        Gd          Y      FuseA      1256         0            0
## 618     GasA        TA          Y      SBrkr      1027         0            0
## 619     GasA        Ex          Y      SBrkr       819       501            0
## 620     GasA        TA          Y      FuseA       984         0            0
## 621     GasA        Fa          Y      FuseA       854       424            0
## 622     GasA        TA          N      SBrkr      1800         0            0
## 623     GasA        Gd          Y      SBrkr      1024       564            0
## 624     GasA        TA          Y      FuseA       825         0            0
## 625     GasA        Ex          Y      SBrkr      1117         0            0
## 626     GasA        Gd          N      SBrkr      1133         0            0
## 627     GasA        Ex          Y      SBrkr       948       375            0
## 628     GasA        Fa          N      SBrkr       680       680            0
## 629     GasA        TA          Y      SBrkr       672         0            0
## 630     GasA        Gd          Y      SBrkr       728       728            0
## 631     GasA        Gd          Y      FuseA       828       658          108
## 632     GasA        Gd          Y      FuseA      1095       561            0
## 633     GasA        Gd          N      FuseA       960       780            0
## 634     GasA        TA          Y      SBrkr      1027         0            0
## 635     GasA        TA          Y      SBrkr       884       552            0
## 636     GasA        TA          N      FuseA       899         0            0
## 637     GasA        Gd          Y      SBrkr       684       396            0
## 638     GasA        Ex          Y      FuseA       904       595            0
## 639     GasA        TA          N      FuseA       407         0            0
## 640     GasA        Gd          Y      SBrkr      1588         0            0
## 641     GasA        TA          N      FuseA       830       797            0
## 642     GasA        Ex          Y      SBrkr       730       720            0
## 643     GasA        Ex          Y      SBrkr       709       308            0
## 644     GasA        TA          Y      FuseP      1377       973            0
## 645     GasA        Ex          Y      SBrkr       884       656            0
## 646     GasA        TA          N      SBrkr       723       363            0
## 647     GasW        Gd          Y      SBrkr      1313      1182            0
## 648     GasA        Gd          Y      SBrkr       984         0            0
## 649     GasA        TA          Y      SBrkr      1093         0            0
## 650     GasA        TA          Y      SBrkr      1143         0            0
## 651     GasA        Gd          Y      SBrkr      1195       473            0
## 652     GasA        TA          Y      SBrkr      1144       594            0
## 653     GasA        Ex          Y      SBrkr       832       378            0
## 654     GasA        Ex          Y      SBrkr       736       554            0
## 655     GasA        Ex          Y      SBrkr      1014       658            0
## 656     GasA        Ex          Y      SBrkr       949         0            0
## 657     GasA        Ex          Y      SBrkr       825       672            0
## 658     GasA        Ex          Y      SBrkr       874       468            0
## 659     GasA        Ex          Y      SBrkr      1013         0            0
## 660     GasA        TA          Y      SBrkr       565       651            0
## 661     GasA        TA          Y      FuseA       896         0            0
## 662     GasA        Ex          Y      SBrkr       624       512            0
## 663     GasA        Gd          N      SBrkr       808         0            0
## 664     GasA        TA          Y      SBrkr      1245       764            0
## 665     GasA        TA          Y      SBrkr      1226       676            0
## 666     GasA        Ex          Y      SBrkr      1170       546            0
## 667     GasA        Gd          Y      SBrkr      1242       742            0
## 668     GasA        Ex          Y      SBrkr       825       784            0
## 669     GasA        TA          Y      SBrkr       768         0            0
## 670     GasA        TA          Y      FuseA       768       768            0
## 671     GasA        TA          Y      SBrkr      1272         0          697
## 672     GasA        Gd          Y      SBrkr       880       428            0
## 673     GasA        Gd          Y      SBrkr      1040         0            0
## 674     GasA        TA          Y      SBrkr       788       448            0
## 675     GasA        TA          Y      SBrkr       759         0            0
## 676     GasA        Ex          N      FuseF       808       536            0
## 677     GasA        Gd          N      SBrkr      1054         0            0
## 678     GasA        TA          Y      SBrkr      1075         0            0
## 679     GasA        TA          Y      SBrkr      1096         0            0
## 680     GasA        Ex          Y      SBrkr       992         0            0
## 681     GasA        Ex          Y      SBrkr      1034         0            0
## 682     GasA        Gd          Y      SBrkr      1073         0            0
## 683     GasA        TA          Y      SBrkr      1126         0            0
## 684     GasA        Fa          Y      SBrkr      1140         0            0
## 685     GasA        Ex          Y      SBrkr       960         0            0
## 686     GasA        TA          Y      FuseA      1188         0            0
## 687     GasA        Gd          Y      SBrkr      1721         0            0
## 688     GasA        Gd          Y      SBrkr       864       486            0
## 689     GasA        Ex          Y      SBrkr       904         0            0
## 690     GasA        TA          Y      SBrkr      1524         0            0
## 691     GasA        TA          Y      SBrkr       617       462            0
## 692     GasA        Ex          Y      SBrkr      1518         0            0
## 693     GasA        TA          Y      FuseA      1509         0            0
## 694     GasA        Fa          N      SBrkr       864         0            0
## 695     GasA        TA          Y      SBrkr       621       648            0
## 696     GasA        Ex          Y      SBrkr      1093      1721            0
## 697     GasA        Ex          Y      SBrkr      1626         0            0
## 698     GasA        Ex          Y      SBrkr      1101      1099            0
## 699     GasA        Ex          Y      SBrkr      1302       735            0
## 700     GasA        Ex          Y      SBrkr       628       728            0
## 701     GasA        Ex          Y      SBrkr      1615         0            0
## 702     GasA        Ex          Y      SBrkr      2276         0            0
## 703     GasA        Ex          Y      SBrkr      1766         0            0
## 704     GasA        Ex          Y      SBrkr      1511         0            0
## 705     GasA        Ex          Y      SBrkr      1643         0            0
## 706     GasA        Ex          Y      SBrkr       990         0            0
## 707     GasA        Ex          Y      SBrkr      1418         0            0
## 708     GasA        Ex          Y      SBrkr       872       899            0
## 709     GasA        Ex          Y      SBrkr       782       870            0
## 710     GasA        Ex          Y      SBrkr       928       895            0
## 711     GasA        Ex          Y      SBrkr      1174         0            0
## 712     GasA        TA          Y      SBrkr      1076         0            0
## 713     GasA        TA          Y      SBrkr      1558         0            0
## 714     GasA        Ex          Y      SBrkr      1290       871            0
## 715     GasA        Ex          Y      SBrkr      1366       581            0
## 716     GasA        Ex          Y      SBrkr      1786         0            0
## 717     GasA        Ex          Y      SBrkr      1129      1198            0
## 718     GasA        Ex          Y      SBrkr       886       878            0
## 719     GasA        Ex          Y      SBrkr       848         0            0
## 720     GasA        Ex          Y      SBrkr      1838         0            0
## 721     GasA        Ex          Y      SBrkr      1445         0            0
## 722     GasA        Ex          Y      SBrkr      1564         0            0
## 723     GasA        Ex          Y      SBrkr      1361         0            0
## 724     GasA        TA          Y      SBrkr      1092         0            0
## 725     GasA        Ex          Y      SBrkr      1033         0            0
## 726     GasA        TA          Y      SBrkr      1127         0            0
## 727     GasA        TA          Y      SBrkr      1117         0            0
## 728     GasA        TA          Y      SBrkr       684       714            0
## 729     GasA        TA          Y      SBrkr      3820         0            0
## 730     GasA        TA          N      SBrkr      1152         0            0
## 731     GasA        TA          N      FuseF      1152         0            0
## 732     GasA        TA          N      FuseP       784         0            0
## 733     GasA        Gd          Y      FuseF       585       468            0
## 734     GasA        Gd          Y      SBrkr       929       208            0
## 735     GasA        TA          Y      SBrkr       930         0            0
## 736     GasA        Gd          Y      FuseA      1204         0            0
## 737     GasA        TA          Y      SBrkr       949       343            0
## 738     GasA        Ex          Y      SBrkr      1424         0            0
## 739     GasA        Ex          Y      SBrkr       960       960            0
## 740     GasA        Ex          Y      SBrkr       672       644            0
## 741     GasA        Ex          Y      SBrkr       676       588            0
## 742     GasA        Ex          Y      SBrkr       798       714            0
## 743     GasA        TA          Y      SBrkr       819       784            0
## 744     GasA        Ex          Y      SBrkr      1265       673            0
## 745     GasA        TA          Y      FuseF       932       442            0
## 746     GasA        Fa          N      FuseA      1091         0            0
## 747     GasA        TA          Y      SBrkr       983       890            0
## 748     GasA        Ex          Y      SBrkr      1218       943            0
## 749     GasA        Ex          Y      FuseA      1898         0            0
## 750     GasA        TA          Y      SBrkr       516       516            0
## 751     GasA        TA          Y      SBrkr       919         0            0
## 752     GasA        Gd          Y      SBrkr       760       330            0
## 753     GasA        Gd          Y      FuseA       780       420            0
## 754     GasA        Ex          Y      SBrkr      1092       564            0
## 755     GasA        TA          Y      FuseA       912         0            0
## 756     GasA        Gd          Y      FuseA      1151       804            0
## 757     Wall        Po          N      FuseA       733         0            0
## 758     GasA        Ex          N      SBrkr       825       536            0
## 759     GasA        TA          N      FuseA       671       378            0
## 760     GasA        Ex          Y      SBrkr       432       432            0
## 761     GasA        Ex          Y      SBrkr      1648         0            0
## 762     GasA        Ex          Y      SBrkr      1646         0            0
## 763     GasA        Ex          Y      SBrkr      2032         0            0
## 764     GasA        Ex          Y      SBrkr       910       910            0
## 765     GasA        TA          Y      SBrkr       936       936            0
## 766     GasA        Gd          Y      SBrkr      1689         0            0
## 767     GasA        Gd          Y      SBrkr      1501         0            0
## 768     GasA        Ex          Y      SBrkr      1537         0            0
## 769     GasA        Ex          Y      SBrkr       920       860            0
## 770     GasA        Gd          Y      SBrkr       712       730            0
## 771     GasA        Ex          Y      SBrkr       796       816            0
## 772     GasA        Ex          Y      SBrkr      1495         0            0
## 773     GasA        Ex          Y      SBrkr      1256         0            0
## 774     GasA        Ex          Y      SBrkr      1440         0            0
## 775     GasA        Ex          Y      SBrkr      1675         0            0
## 776     GasA        Ex          Y      SBrkr      1728         0            0
## 777     GasA        Ex          Y      SBrkr      1964         0            0
## 778     GasA        Ex          Y      SBrkr      1344         0            0
## 779     GasA        Ex          Y      SBrkr      1092         0            0
## 780     GasA        Ex          Y      SBrkr      1189         0            0
## 781     GasA        Gd          Y      SBrkr      1200         0            0
## 782     GasA        Gd          Y      SBrkr      1040         0            0
## 783     GasA        TA          Y      SBrkr       925       550            0
## 784     GasA        Gd          Y      SBrkr       526       462            0
## 785     GasA        TA          Y      SBrkr       526       462            0
## 786     GasA        Ex          Y      SBrkr      1160         0            0
## 787     GasA        Ex          Y      SBrkr       546       546            0
## 788     GasA        Ex          Y      SBrkr       816         0            0
## 789     GasA        Gd          Y      SBrkr       845         0            0
## 790     GasA        TA          Y      SBrkr       889         0            0
## 791     GasA        Ex          Y      SBrkr      1150       686            0
## 792     GasA        TA          Y      SBrkr      1587         0            0
## 793     GasA        Gd          Y      SBrkr       754       630            0
## 794     GasA        Gd          Y      SBrkr       924       770            0
## 795     GasA        Gd          Y      SBrkr       947       767            0
## 796     GasA        Gd          Y      SBrkr       691       862            0
## 797     GasA        Ex          Y      SBrkr       957      1342            0
## 798     GasA        Gd          Y      SBrkr      1187         0            0
## 799     GasA        Gd          Y      SBrkr       910       732            0
## 800     GasA        Fa          Y      SBrkr      1128         0            0
## 801     GasA        Gd          Y      SBrkr      1179         0            0
## 802     GasA        Gd          Y      SBrkr      1321         0            0
## 803     GasA        Ex          Y      SBrkr      1164      1377            0
## 804     GasA        Ex          Y      SBrkr      2338         0            0
## 805     GasW        TA          Y      SBrkr      1424         0            0
## 806     GasA        Ex          Y      SBrkr      1612         0            0
## 807     GasA        Ex          Y      SBrkr      2234         0            0
## 808     GasA        Ex          Y      SBrkr      2042         0            0
## 809     GasA        TA          Y      SBrkr      1284         0            0
## 810     GasA        Ex          Y      SBrkr       725       754            0
## 811     GasA        TA          Y      SBrkr      1664         0            0
## 812     GasA        TA          Y      SBrkr      1085       845            0
## 813     GasA        TA          Y      SBrkr      1177         0            0
## 814     GasA        Ex          Y      SBrkr      1353         0            0
## 815     GasA        TA          Y      SBrkr      1220         0            0
## 816     GasA        TA          Y      SBrkr      1324         0            0
## 817     GasA        TA          Y      SBrkr      1084       793            0
## 818     GasA        TA          Y      SBrkr      1422         0            0
## 819     GasA        Ex          Y      SBrkr       914         0            0
## 820     GasA        Ex          Y      SBrkr       914         0            0
## 821     GasA        Ex          Y      SBrkr      1337         0            0
## 822     GasA        Ex          Y      SBrkr      1337         0            0
## 823     GasA        TA          Y      SBrkr       525       567            0
## 824     GasA        Ex          Y      SBrkr       672       546            0
## 825     GasA        TA          Y      SBrkr      1055         0            0
## 826     GasA        TA          Y      SBrkr       988         0            0
## 827     GasA        Ex          Y      SBrkr      1816         0            0
## 828     GasA        Ex          Y      SBrkr      1694         0            0
## 829     GasA        Ex          Y      SBrkr      2122         0            0
## 830     GasA        Ex          Y      SBrkr      1943       713            0
## 831     GasA        Ex          Y      SBrkr      1148      1402            0
## 832     GasA        Ex          Y      SBrkr      2046         0            0
## 833     GasA        Ex          Y      SBrkr      2552         0            0
## 834     GasA        Ex          Y      SBrkr      1722      1036            0
## 835     GasA        Ex          Y      SBrkr      2290         0            0
## 836     GasA        Ex          Y      SBrkr      1582       570            0
## 837     GasA        Ex          Y      SBrkr       958      1142            0
## 838     GasA        Ex          Y      SBrkr      1802         0            0
## 839     GasA        Ex          Y      SBrkr      1718      1238            0
## 840     GasA        Ex          Y      SBrkr      1217      1168            0
## 841     GasA        Ex          Y      SBrkr       895       923            0
## 842     GasA        Ex          Y      SBrkr      1614         0            0
## 843     GasA        Ex          Y      SBrkr      1721         0            0
## 844     GasA        Ex          Y      SBrkr      1298       530            0
## 845     GasA        Ex          Y      SBrkr      1302         0            0
## 846     GasA        Ex          Y      SBrkr      1302         0            0
## 847     GasA        Ex          Y      SBrkr      1362         0            0
## 848     GasA        Ex          Y      SBrkr      1554         0            0
## 849     GasA        Ex          Y      SBrkr      1577         0            0
## 850     GasA        Ex          Y      SBrkr      1324         0            0
## 851     GasA        Ex          Y      SBrkr      1405         0            0
## 852     GasA        Ex          Y      SBrkr       768       728            0
## 853     GasA        Ex          Y      SBrkr       768       768            0
## 854     GasA        Ex          Y      SBrkr       608       850            0
## 855     GasA        Ex          Y      SBrkr       738       757            0
## 856     GasA        Ex          Y      SBrkr       698      1048            0
## 857     GasA        Ex          Y      SBrkr      1326         0            0
## 858     GasA        Ex          Y      SBrkr       752       752            0
## 859     GasA        Ex          Y      SBrkr       728       728            0
## 860     GasA        Ex          Y      SBrkr      1258         0            0
## 861     GasA        Ex          Y      SBrkr      1589         0            0
## 862     GasA        Ex          Y      SBrkr      1266         0            0
## 863     GasA        Ex          Y      SBrkr      1119         0            0
## 864     GasA        Ex          Y      SBrkr       744       630            0
## 865     GasA        Ex          Y      SBrkr      1525         0            0
## 866     GasA        Ex          Y      SBrkr       754       640            0
## 867     GasA        Ex          Y      SBrkr       847      1101            0
## 868     GasA        Ex          Y      SBrkr       864      1131            0
## 869     GasA        Ex          Y      SBrkr       940       750            0
## 870     GasA        Ex          Y      SBrkr       961       683            0
## 871     GasA        Ex          Y      SBrkr      1779       772            0
## 872     GasA        Ex          Y      SBrkr      1671      1407            0
## 873     GasA        Ex          Y      SBrkr      1411      1171            0
## 874     GasA        Ex          Y      SBrkr      1108      1277            0
## 875     GasA        Ex          Y      SBrkr      1105      1097            0
## 876     GasA        Ex          Y      SBrkr      1335      1203            0
## 877     GasA        Ex          Y      SBrkr      1369         0            0
## 878     GasA        Ex          Y      SBrkr      1542         0            0
## 879     GasA        Gd          Y      SBrkr      1534         0            0
## 880     GasA        Ex          Y      SBrkr      1966         0            0
## 881     GasA        Ex          Y      SBrkr      1528         0            0
## 882     GasA        Ex          Y      SBrkr      1538         0            0
## 883     GasA        Ex          Y      SBrkr      1506         0            0
## 884     GasA        Ex          Y      SBrkr       982       995            0
## 885     GasA        Ex          Y      SBrkr      1302       528            0
## 886     GasA        Ex          Y      SBrkr      1338         0            0
## 887     GasA        Ex          Y      SBrkr      1335         0            0
## 888     GasA        Ex          Y      SBrkr       896       896            0
## 889     GasA        Ex          Y      SBrkr       725       863            0
## 890     GasA        Ex          Y      SBrkr       955       925            0
## 891     GasA        Ex          Y      SBrkr      1584         0            0
## 892     GasA        Ex          Y      SBrkr      1685         0            0
## 893     GasA        Ex          Y      SBrkr      1158      1285            0
## 894     GasA        Ex          Y      SBrkr      1100         0            0
## 895     GasA        Ex          Y      SBrkr      1143         0            0
## 896     GasA        Ex          Y      SBrkr      1094         0            0
## 897     GasA        Ex          Y      SBrkr      1486         0            0
## 898     GasA        Ex          Y      SBrkr       920       900            0
## 899     GasA        Ex          Y      SBrkr       630       636            0
## 900     GasA        TA          Y      SBrkr       894         0            0
## 901     GasA        TA          Y      SBrkr      1040         0            0
## 902     GasA        Gd          Y      SBrkr      1271      1232            0
## 903     GasA        TA          Y      SBrkr      1037         0            0
## 904     GasA        TA          Y      SBrkr      1055         0            0
## 905     GasA        Ex          Y      SBrkr      1378         0            0
## 906     GasA        Ex          Y      SBrkr      1151         0            0
## 907     GasA        Ex          Y      SBrkr      1565         0            0
## 908     GasA        Ex          Y      SBrkr      1352         0            0
## 909     GasA        Ex          Y      SBrkr      1550         0            0
## 910     GasA        Gd          Y      SBrkr       757       744            0
## 911     GasA        Ex          Y      SBrkr       769       804            0
## 912     GasA        Ex          Y      SBrkr      1358         0            0
## 913     GasA        Ex          Y      SBrkr      1072       976            0
## 914     GasA        Ex          Y      SBrkr      1220      1142            0
## 915     GasA        Ex          Y      SBrkr      1494         0            0
## 916     GasA        Ex          Y      SBrkr      2362         0            0
## 917     GasA        Gd          Y      SBrkr      2497         0            0
## 918     GasA        Ex          Y      SBrkr      1152         0            0
## 919     GasA        TA          Y      SBrkr      1403      1008            0
## 920     GasA        Ex          Y      SBrkr      1082         0            0
## 921     GasA        Fa          Y      SBrkr      1295         0            0
## 922     GasA        TA          Y      SBrkr      1610         0            0
## 923     GasA        Ex          Y      SBrkr      1594         0            0
## 924     GasA        Ex          Y      SBrkr      1091       984            0
## 925     GasA        Gd          Y      SBrkr      1093         0            0
## 926     GasA        TA          Y      SBrkr      1052         0            0
## 927     GasA        TA          Y      SBrkr      1107         0            0
## 928     GasA        TA          N      SBrkr      1224         0            0
## 929     GasA        Gd          Y      SBrkr      1074         0            0
## 930     GasA        TA          Y      SBrkr      1187         0            0
## 931     GasA        Ex          Y      SBrkr       964         0            0
## 932     GasA        TA          Y      SBrkr       894         0            0
## 933     GasA        Ex          Y      SBrkr      1200         0            0
## 934     GasA        TA          Y      SBrkr      1042         0            0
## 935     GasA        Ex          Y      SBrkr       845      1309            0
## 936     GasA        TA          Y      SBrkr      1374         0            0
## 937     GasA        Gd          Y      SBrkr      1652         0            0
## 938     GasA        TA          Y      SBrkr       908         0            0
## 939     GasA        Fa          N      SBrkr       666         0            0
## 940     GasA        TA          N      FuseA       442       228            0
## 941     GasA        Ex          Y      SBrkr       808         0            0
## 942     GasA        Ex          Y      SBrkr      1150         0            0
## 943     GasA        TA          Y      SBrkr      1560         0            0
## 944     GasA        Ex          Y      SBrkr      1280         0            0
## 945     GasA        TA          Y      SBrkr      1254         0            0
## 946     GasA        TA          Y      SBrkr       936         0            0
## 947     GasA        Ex          Y      SBrkr      1008         0            0
## 948     GasA        Gd          Y      SBrkr      1053         0            0
## 949     GasA        TA          Y      SBrkr      1144         0            0
## 950     GasA        Gd          Y      SBrkr      1721         0            0
## 951     GasA        TA          Y      FuseA       922         0            0
## 952     GasA        TA          Y      SBrkr      1411         0            0
## 953     GasA        TA          Y      SBrkr      1216         0            0
## 954     GasA        Gd          Y      SBrkr      1154         0            0
## 955     GasA        TA          Y      SBrkr      1560         0            0
## 956     GasA        TA          Y      SBrkr       948         0            0
## 957     GasA        TA          Y      FuseF      1040         0            0
## 958     GasA        TA          Y      SBrkr       925         0            0
## 959     GasA        Gd          Y      SBrkr      1040       500            0
## 960     GasA        TA          Y      SBrkr       925         0            0
## 961     GasA        Gd          Y      SBrkr      1647         0            0
## 962     GasA        TA          Y      SBrkr       924         0            0
## 963     GasA        Gd          Y      SBrkr      1000       544            0
## 964     GasA        Ex          Y      SBrkr      1216         0          512
## 965     GasA        Gd          Y      SBrkr      1308      1778            0
## 966     GasA        Ex          Y      SBrkr       845       436            0
## 967     GasA        Ex          Y      SBrkr       751       783            0
## 968     GasA        TA          Y      SBrkr      1035       616            0
## 969     GasA        Gd          Y      SBrkr       888         0            0
## 970     GasA        Gd          Y      SBrkr       952         0            0
## 971     GasA        Fa          Y      FuseA      1238         0            0
## 972     GasA        Ex          Y      SBrkr      1040         0            0
## 973     GasA        TA          Y      SBrkr      1170         0            0
## 974     GasA        Gd          Y      FuseA      1242         0            0
## 975     GasA        TA          Y      SBrkr      1377         0            0
## 976     GasA        Gd          Y      SBrkr       925         0            0
## 977     GasA        Gd          Y      SBrkr       864         0            0
## 978     GasA        TA          Y      SBrkr       936         0            0
## 979     GasA        TA          Y      SBrkr       960         0            0
## 980     GasA        TA          Y      SBrkr       866       430            0
## 981     GasA        TA          N      FuseF      1022         0            0
## 982     GasA        Gd          Y      SBrkr       967         0            0
## 983     GasA        Ex          Y      SBrkr      1072         0            0
## 984     GasA        Ex          Y      SBrkr       680       494            0
## 985     GasA        Gd          N      SBrkr       761       380            0
## 986     GasA        Ex          Y      SBrkr      1156       642            0
## 987     GasA        Ex          N      SBrkr       909       863            0
## 988     GasA        TA          Y      SBrkr       914       728            0
## 989     GasA        Ex          Y      SBrkr       616       616            0
## 990     GasA        TA          Y      SBrkr       991       659            0
## 991     GasA        Gd          Y      SBrkr       687       671            0
## 992     GasA        TA          Y      FuseA      1312      1142            0
## 993     GasA        Gd          Y      SBrkr       968         0            0
## 994     GasA        Ex          Y      SBrkr      1382         0            0
## 995     GasA        TA          N      FuseA       916       144            0
## 996     GasA        TA          Y      SBrkr       910       525            0
## 997     GasA        Ex          Y      SBrkr       728       546            0
## 998     GasA        Ex          Y      SBrkr       608       624            0
## 999     GasA        Ex          Y      SBrkr       884         0            0
## 1000    GasA        Gd          Y      SBrkr       861       548            0
## 1001    GasA        Ex          Y      SBrkr       899       423            0
## 1002    GasA        Ex          Y      SBrkr      1014       412            0
## 1003    GasA        Gd          Y      FuseA       903       378            0
## 1004    GasA        Ex          Y      FuseA      1100      1164            0
## 1005    GasA        Ex          Y      SBrkr       752       624            0
## 1006    GasA        TA          Y      SBrkr       960       356            0
## 1007    GasA        Gd          N      FuseA       672       672            0
## 1008    GasA        TA          N      FuseA       933       240            0
## 1009    GasA        TA          N      FuseA       969       245            0
## 1010    GasA        Fa          Y      SBrkr      1497       797            0
## 1011    GasA        Ex          Y      SBrkr       976       976            0
## 1012    GasA        Gd          Y      SBrkr      1138      1042            0
## 1013    GasA        TA          Y      SBrkr       838       477            0
## 1014    GasA        Fa          Y      SBrkr       866       504          114
## 1015    GasA        TA          Y      SBrkr      1262      1005            0
## 1016    GasA        TA          N      SBrkr       778       504            0
## 1017    GasA        TA          Y      SBrkr       999         0            0
## 1018    GasA        Gd          Y      SBrkr      1452         0            0
## 1019    GasA        TA          Y      SBrkr      1005         0            0
## 1020    GasA        TA          Y      SBrkr      1020         0            0
## 1021    GasA        TA          Y      SBrkr      1040         0            0
## 1022    GasA        Gd          Y      SBrkr       868         0            0
## 1023    GasA        TA          Y      SBrkr       897         0            0
## 1024    GasA        TA          Y      SBrkr       943         0            0
## 1025    GasA        Ex          Y      SBrkr       912         0            0
## 1026    GasA        Gd          Y      SBrkr      1375         0            0
## 1027    GasA        Fa          Y      SBrkr      1567      1087            0
## 1028    GasA        Ex          Y      FuseA       798       504            0
## 1029    GasA        TA          Y      SBrkr      1299         0            0
## 1030    GasA        TA          Y      SBrkr      1176         0            0
## 1031    GasA        TA          N      FuseA       998         0            0
## 1032    GasA        Ex          Y      SBrkr      1522         0            0
## 1033    GasA        Ex          Y      SBrkr      1325         0            0
## 1034    GasA        TA          Y      SBrkr      1630         0            0
## 1035    GasA        TA          N      SBrkr      1242         0            0
## 1036    GasA        Ex          Y      SBrkr      2422         0            0
## 1037    GasA        Ex          Y      SBrkr       988       638            0
## 1038    GasA        TA          Y      SBrkr       864         0            0
## 1039    GasA        TA          N      SBrkr       943         0            0
## 1040    GasA        Gd          Y      SBrkr      1038         0            0
## 1041    GasA        Ex          Y      SBrkr      1342         0            0
## 1042    GasA        TA          N      SBrkr      1080       400            0
## 1043    GasW        Fa          N      SBrkr       986       376            0
## 1044    GasA        Ex          Y      SBrkr      1105       717            0
## 1045    GasA        Ex          Y      SBrkr      1029       929            0
## 1046    GasA        Ex          Y      SBrkr      1651         0            0
## 1047    GasA        Ex          Y      SBrkr      2140         0            0
## 1048    GasA        Ex          Y      SBrkr      1651         0            0
## 1049    GasA        Ex          Y      SBrkr      1546         0            0
## 1050    GasA        Ex          Y      SBrkr      1500         0            0
## 1051    GasA        Ex          Y      SBrkr      1270         0            0
## 1052    GasA        Ex          Y      SBrkr       879       916            0
## 1053    GasA        Ex          Y      SBrkr       946       927            0
## 1054    GasA        Ex          Y      SBrkr      1743         0            0
## 1055    GasA        Gd          Y      SBrkr      1022         0            0
## 1056    GasA        Ex          Y      SBrkr       646       662            0
## 1057    GasA        Ex          Y      SBrkr       990         0            0
## 1058    GasA        Ex          Y      SBrkr      1097         0            0
## 1059    GasA        Ex          Y      SBrkr       988       885            0
## 1060    GasA        Ex          Y      SBrkr       853       900            0
## 1061    GasA        Ex          Y      SBrkr       845       845            0
## 1062    GasA        Ex          Y      SBrkr       985       857            0
## 1063    GasA        TA          Y      SBrkr       894         0            0
## 1064    GasA        TA          Y      SBrkr      1025         0            0
## 1065    GasA        TA          Y      SBrkr      1009         0            0
## 1066    GasA        TA          Y      SBrkr      1040         0            0
## 1067    GasA        TA          Y      SBrkr       907         0            0
## 1068    GasA        TA          Y      SBrkr       879         0            0
## 1069    GasA        Gd          Y      SBrkr       864         0            0
## 1070    GasA        Gd          Y      SBrkr       875         0            0
## 1071    GasA        Ex          Y      SBrkr      1673         0            0
## 1072    GasA        Ex          Y      SBrkr       992       940            0
## 1073    GasA        Ex          Y      SBrkr       860       869            0
## 1074    GasA        Ex          Y      SBrkr      1592         0            0
## 1075    GasA        Ex          Y      SBrkr      1531       908            0
## 1076    GasA        Ex          Y      SBrkr      1212       780            0
## 1077    GasA        Ex          Y      SBrkr      1341         0            0
## 1078    GasA        Ex          Y      SBrkr       738       738            0
## 1079    GasA        Ex          Y      SBrkr      1190         0            0
## 1080    GasA        Ex          Y      SBrkr      1330         0            0
## 1081    GasA        Gd          Y      SBrkr       738       753            0
## 1082    GasA        Ex          Y      SBrkr       768       768            0
## 1083    GasA        Gd          Y      SBrkr       936         0            0
## 1084    GasA        TA          Y      SBrkr      1088         0            0
## 1085    GasA        TA          Y      SBrkr       901       450            0
## 1086    GasA        Gd          Y      SBrkr      1179         0            0
## 1087    GasA        TA          Y      SBrkr      1044         0            0
## 1088    GasA        TA          Y      SBrkr      1100      1133            0
## 1089    GasA        Gd          Y      SBrkr       734       674            0
## 1090    GasA        Ex          Y      SBrkr      1072         0            0
## 1091    GasA        Ex          Y      SBrkr       960         0            0
## 1092    GasA        TA          N      SBrkr      1152         0            0
## 1093    GasA        TA          N      SBrkr      1195         0            0
## 1094    GasA        TA          Y      SBrkr       740       125            0
## 1095    GasA        TA          Y      SBrkr       768         0            0
## 1096    GasA        TA          Y      SBrkr       864         0            0
## 1097    Grav        Fa          N      FuseA      1296      1296            0
## 1098    GasA        TA          Y      SBrkr      1422         0            0
## 1099    GasA        Gd          Y      SBrkr       759       539            0
## 1100    GasA        TA          Y      SBrkr       567       531            0
## 1101    GasA        TA          N      SBrkr       851       585            0
## 1102    GasA        TA          Y      SBrkr       686       775            0
## 1103    GasA        Gd          Y      SBrkr       867       851            0
## 1104    GasA        Fa          Y      SBrkr      1226         0            0
## 1105    GasA        Ex          Y      SBrkr      1230       525            0
## 1106    GasA        Ex          Y      SBrkr       760       595            0
## 1107    GasA        TA          Y      SBrkr      1560         0            0
## 1108    GasA        Ex          Y      SBrkr      1488         0            0
## 1109    GasA        Gd          Y      SBrkr       529       516            0
## 1110    GasA        Gd          Y      SBrkr      1680         0            0
## 1111    GasA        Gd          Y      SBrkr      1020         0            0
## 1112    GasA        Ex          Y      SBrkr      1696         0            0
## 1113    GasA        Gd          Y      SBrkr      2726         0            0
## 1114    GasA        Gd          Y      FuseA       720       495            0
## 1115    GasA        Ex          Y      SBrkr       936       665            0
## 1116    GasA        Ex          Y      SBrkr       942       886            0
## 1117    GasA        Ex          Y      SBrkr       816         0            0
## 1118    GasA        Ex          Y      SBrkr       640         0          205
## 1119    GasA        Fa          N      SBrkr      1034       957            0
## 1120    GasA        Gd          Y      FuseA      1073         0            0
## 1121    GasA        Ex          Y      SBrkr      1001         0            0
## 1122    GasA        Gd          Y      SBrkr      1625         0            0
## 1123    GasA        TA          Y      SBrkr      1299         0            0
## 1124    GasA        Ex          Y      SBrkr      1392         0            0
## 1125    GasA        Ex          Y      SBrkr      1409         0            0
## 1126    GasA        TA          Y      SBrkr      1478         0            0
## 1127    GasA        TA          Y      SBrkr       918         0            0
## 1128    GasA        TA          Y      SBrkr      1026         0            0
## 1129    GasA        Ex          Y      SBrkr      1501         0            0
## 1130    GasA        Gd          Y      SBrkr      2279         0            0
## 1131    GasA        Ex          Y      SBrkr      1689         0            0
## 1132    GasA        Ex          Y      SBrkr      1564         0            0
## 1133    GasA        Gd          Y      SBrkr      1240         0            0
## 1134    GasA        Ex          Y      SBrkr      1312         0            0
## 1135    GasA        Ex          Y      SBrkr      1922         0            0
## 1136    GasA        Ex          Y      SBrkr      1491         0            0
## 1137    GasA        Ex          Y      SBrkr      1146      1340            0
## 1138    GasA        Ex          Y      SBrkr      1824         0            0
## 1139    GasA        Ex          Y      SBrkr      2034         0            0
## 1140    GasA        Ex          Y      SBrkr       936         0            0
## 1141    GasA        TA          Y      SBrkr       546       546            0
## 1142    GasA        TA          Y      SBrkr       530       462            0
## 1143    GasA        Ex          Y      SBrkr       546       546            0
## 1144    GasA        Ex          Y      SBrkr       546       546            0
## 1145    GasA        TA          Y      SBrkr      1008         0            0
## 1146    GasA        TA          Y      SBrkr      1356         0            0
## 1147    GasA        TA          Y      SBrkr      1676         0            0
## 1148    GasA        Ex          Y      SBrkr       716       716            0
## 1149    GasA        TA          Y      SBrkr       796         0            0
## 1150    GasA        TA          N      SBrkr      1608         0            0
## 1151    GasA        TA          Y      SBrkr      1178         0            0
## 1152    GasA        TA          Y      SBrkr       816         0            0
## 1153    GasA        TA          Y      SBrkr       887         0            0
## 1154    GasA        Gd          Y      SBrkr      1293         0            0
## 1155    GasA        TA          Y      SBrkr      1024         0            0
## 1156    GasA        Fa          Y      SBrkr      1797         0            0
## 1157    GasA        Ex          Y      SBrkr      1390         0            0
## 1158    GasA        Gd          Y      SBrkr      1851         0            0
## 1159    GasA        Ex          Y      SBrkr       813       712            0
## 1160    GasA        Gd          Y      SBrkr       781       890            0
## 1161    GasA        Gd          Y      SBrkr       821       955            0
## 1162    GasA        Ex          Y      SBrkr      1074       990            0
## 1163    GasA        Ex          Y      SBrkr      1700       512            0
## 1164    GasA        Ex          Y      SBrkr      2079       608            0
## 1165    GasA        Gd          Y      SBrkr      1169         0            0
## 1166    GasA        TA          Y      SBrkr      1204         0            0
## 1167    GasA        Ex          Y      SBrkr      1414      1384            0
## 1168    GasA        Ex          Y      SBrkr      1528      1862            0
## 1169    GasA        Ex          Y      SBrkr      1102      1371            0
## 1170    GasA        Ex          Y      SBrkr      1850       848            0
## 1171    GasA        Ex          Y      SBrkr      1390      1405            0
## 1172    GasA        Ex          Y      SBrkr      1714         0            0
## 1173    GasA        Ex          Y      SBrkr      2000         0            0
## 1174    GasA        TA          Y      SBrkr      1102         0            0
## 1175    GasA        TA          Y      SBrkr       945       912            0
## 1176    GasA        TA          Y      SBrkr      1083         0            0
## 1177    GasA        Ex          Y      SBrkr       960      1358            0
## 1178    GasA        TA          Y      SBrkr      1109       766            0
## 1179    GasA        TA          Y      SBrkr      1103         0            0
## 1180    GasA        TA          Y      SBrkr       874         0            0
## 1181    GasA        Ex          Y      SBrkr      1419         0            0
## 1182    GasA        TA          Y      SBrkr       525       567            0
## 1183    GasA        Gd          Y      SBrkr       765       600            0
## 1184    GasA        Ex          Y      SBrkr       494       536            0
## 1185    GasA        TA          Y      SBrkr       483       465            0
## 1186    GasA        Gd          Y      SBrkr       525       567            0
## 1187    GasA        Gd          Y      SBrkr      1069         0            0
## 1188    GasA        TA          Y      SBrkr      1387         0            0
## 1189    GasA        TA          Y      SBrkr      1055         0            0
## 1190    GasA        Gd          Y      SBrkr       855       601            0
## 1191    GasA        Gd          Y      SBrkr      1738       851            0
## 1192    GasA        Ex          Y      SBrkr      1618         0            0
## 1193    GasA        Ex          Y      SBrkr      1740         0            0
## 1194    GasA        Ex          Y      SBrkr      1868         0            0
## 1195    GasA        Ex          Y      SBrkr      1117      1089            0
## 1196    GasA        Ex          Y      SBrkr      1625       466            0
## 1197    GasA        Ex          Y      SBrkr      1209      1044            0
## 1198    GasA        Gd          Y      SBrkr      1054      1335            0
## 1199    GasA        Ex          Y      SBrkr      1544       814            0
## 1200    GasA        Ex          Y      SBrkr      1792         0            0
## 1201    GasA        Ex          Y      SBrkr      1780         0            0
## 1202    GasA        Ex          Y      SBrkr      1426       488            0
## 1203    GasA        Ex          Y      SBrkr      1565         0            0
## 1204    GasA        Ex          Y      SBrkr      1686         0            0
## 1205    GasA        Ex          Y      SBrkr      1666         0            0
## 1206    GasA        Ex          Y      SBrkr       728       728            0
## 1207    GasA        Ex          Y      SBrkr       738       754            0
## 1208    GasA        Ex          Y      SBrkr      1326         0            0
## 1209    GasA        Ex          Y      SBrkr      1052      1321            0
## 1210    GasA        Ex          Y      SBrkr       738       754            0
## 1211    GasA        Ex          Y      SBrkr      1364         0            0
## 1212    GasA        Ex          Y      SBrkr      1511         0            0
## 1213    GasA        Ex          Y      SBrkr      1548         0            0
## 1214    GasA        Ex          Y      SBrkr      1142         0            0
## 1215    GasA        Ex          Y      SBrkr       848       750            0
## 1216    GasA        Ex          Y      SBrkr      1008       881            0
## 1217    GasA        Gd          Y      SBrkr      1082      1240            0
## 1218    GasA        Ex          Y      SBrkr      1079       897            0
## 1219    GasA        Ex          Y      SBrkr      1205      1029            0
## 1220    GasA        Ex          Y      SBrkr      1540      1315            0
## 1221    GasA        Ex          Y      SBrkr      1358      1368            0
## 1222    GasA        Ex          Y      SBrkr      1933      1567            0
## 1223    GasA        Ex          Y      SBrkr      1305      1189            0
## 1224    GasA        Ex          Y      SBrkr      1565      1234            0
## 1225    GasA        Ex          Y      SBrkr      1116       848            0
## 1226    GasA        Ex          Y      SBrkr      1670         0            0
## 1227    GasA        Ex          Y      SBrkr      1504         0            0
## 1228    GasA        Ex          Y      SBrkr      1278         0            0
## 1229    GasA        Ex          Y      SBrkr      2036       604            0
## 1230    GasA        Ex          Y      SBrkr       858       858            0
## 1231    GasA        Ex          Y      SBrkr      1142         0            0
## 1232    GasA        Ex          Y      SBrkr      1400         0            0
## 1233    GasA        Ex          Y      SBrkr      1131         0            0
## 1234    GasA        Ex          Y      SBrkr       891       795            0
## 1235    GasA        Ex          Y      SBrkr       831       754            0
## 1236    GasA        Ex          Y      SBrkr       941       896            0
## 1237    GasA        Ex          Y      SBrkr       844       887            0
## 1238    GasA        Gd          Y      SBrkr      1398         0            0
## 1239    GasA        Gd          Y      SBrkr      1217         0            0
## 1240    GasA        Ex          Y      SBrkr       636       684            0
## 1241    GasA        Ex          Y      SBrkr       988         0            0
## 1242    GasA        TA          Y      SBrkr      1286       368            0
## 1243    GasA        Gd          Y      SBrkr      1211         0            0
## 1244    GasA        TA          Y      SBrkr       984         0            0
## 1245    GasA        TA          Y      SBrkr       909         0            0
## 1246    GasA        Gd          Y      SBrkr       925         0            0
## 1247    GasA        TA          Y      SBrkr      1024         0            0
## 1248    GasA        TA          N      SBrkr       912         0            0
## 1249    GasA        TA          Y      SBrkr       941         0            0
##      GrLivArea BsmtFullBath BsmtHalfBath FullBath HalfBath BedroomAbvGr
## 1          896            0            0        1        0            2
## 2         1329            0            0        1        1            3
## 3         1629            0            0        2        1            3
## 4         1604            0            0        2        1            3
## 5         1280            0            0        2        0            2
## 6         1655            0            0        2        1            3
## 7         1187            1            0        2        0            3
## 8         1465            0            0        2        1            3
## 9         1341            1            0        1        1            2
## 10         882            1            0        1        0            2
## 11        1337            1            0        2        0            2
## 12         987            0            0        1        1            2
## 13        1092            0            0        1        1            3
## 14        1456            0            0        2        1            3
## 15         836            0            0        1        0            2
## 16        2334            0            0        2        1            3
## 17        1544            0            0        2        0            3
## 18        1698            0            0        2        0            3
## 19        1822            0            0        2        0            3
## 20        2696            1            0        2        1            3
## 21        2250            1            0        2        1            3
## 22        1370            0            0        2        0            2
## 23        1324            0            0        2        0            3
## 24        1145            0            0        2        0            2
## 25        1374            1            0        2        1            3
## 26        1733            0            0        2        1            3
## 27        2475            0            0        2        1            4
## 28        1595            0            0        2        0            2
## 29        1218            0            0        2        0            2
## 30        1468            1            0        2        0            2
## 31        1659            0            0        2        1            3
## 32        1012            0            0        1        0            2
## 33        1494            1            0        2        0            3
## 34        2349            1            0        2        1            4
## 35        2225            1            0        2        1            4
## 36        1488            1            0        2        0            2
## 37        1680            0            0        2        1            2
## 38        1200            0            0        2        1            2
## 39        1200            1            0        2        1            2
## 40        1236            1            0        2        1            2
## 41        1512            1            0        2        1            2
## 42        1080            0            0        2        1            2
## 43        1418            1            0        1        1            1
## 44        1848            1            0        2        1            3
## 45        1492            1            0        2        0            3
## 46        1829            1            0        2        0            4
## 47        2495            1            0        2        1            4
## 48        1891            0            1        3        0            3
## 49        1645            0            0        1        2            4
## 50        1232            1            0        1        1            3
## 51        1209            1            0        1        0            3
## 52        1510            1            0        2        0            3
## 53        1775            0            0        2        0            3
## 54        1728            2            0        2        0            6
## 55        2461            0            0        2        0            3
## 56        1556            0            0        2        0            3
## 57        1128            1            0        1        0            2
## 58        1604            0            0        2        0            4
## 59        1480            1            0        2        0            3
## 60        1143            1            0        1        0            3
## 61        1206            0            0        1        0            3
## 62        1580            1            0        1        1            3
## 63        1337            0            0        1        0            3
## 64        1064            0            1        1        0            2
## 65         972            0            0        1        0            3
## 66         988            1            0        1        0            2
## 67         985            0            1        1        0            2
## 68        1224            1            0        1        0            3
## 69        1175            0            0        1        1            3
## 70        1395            1            0        1        0            2
## 71        1844            1            0        1        0            3
## 72         936            1            0        1        0            2
## 73        1347            1            1        1        0            3
## 74        1251            0            0        1        0            3
## 75        1633            0            0        1        0            3
## 76        1245            0            0        1        0            3
## 77         832            0            0        1        0            2
## 78        1566            0            0        2        0            3
## 79        2268            0            0        3        0            3
## 80        2256            0            0        2        0            4
## 81        1470            0            0        1        1            2
## 82        1612            0            0        1        1            3
## 83        2068            0            0        1        1            3
## 84         765            1            0        1        0            2
## 85        1132            1            0        1        0            2
## 86        1196            0            1        1        1            3
## 87        1453            0            0        1        1            3
## 88        1416            0            0        1        1            3
## 89        1040            0            0        1        0            2
## 90        1536            0            0        2        0            4
## 91        1068            1            0        1        0            2
## 92        1962            0            0        1        1            4
## 93        1560            0            0        1        1            3
## 94        1324            0            1        1        0            3
## 95        1675            0            0        2        0            3
## 96        1224            0            0        1        1            3
## 97        1392            1            0        1        0            3
## 98         919            0            0        1        0            3
## 99        1884            0            0        1        1            4
## 100       1680            1            0        2        0            2
## 101       1832            2            0        2        0            4
## 102        892            1            0        1        0            3
## 103        864            1            0        1        0            2
## 104       1373            1            0        1        0            3
## 105       1440            0            0        1        1            4
## 106       1483            1            0        1        1            1
## 107        756            0            0        1        0            2
## 108       1981            1            0        2        1            4
## 109       1610            0            1        2        0            4
## 110       1074            1            0        1        0            3
## 111       1531            0            0        1        0            3
## 112       1172            1            0        1        0            3
## 113       1508            1            0        1        0            1
## 114       1298            0            0        2        0            3
## 115       1433            1            0        1        1            1
## 116       1802            0            1        2        1            3
## 117       1222            0            0        2        0            2
## 118       1445            0            0        2        0            3
## 119        965            1            0        1        0            2
## 120       1692            0            0        2        1            3
## 121       1026            1            0        1        1            3
## 122        876            1            0        1        0            3
## 123       1978            1            0        2        1            3
## 124       2098            0            0        2        1            4
## 125        848            1            0        1        0            1
## 126        640            0            0        1        0            2
## 127        992            0            0        1        0            3
## 128       1196            1            0        1        0            3
## 129       1120            0            0        1        0            2
## 130       1096            1            0        1        0            3
## 131        960            0            0        1        0            3
## 132       1296            0            0        2        0            2
## 133        856            1            0        1        0            2
## 134       2650            0            0        3        0            6
## 135       1666            1            0        1        0            3
## 136       2133            1            0        1        1            4
## 137       2177            0            0        2        1            5
## 138       1652            1            0        2        1            3
## 139       1034            1            0        1        0            1
## 140       1191            0            0        2        0            2
## 141        540            0            0        1        0            1
## 142       1107            0            0        1        0            2
## 143        952            0            0        1        0            3
## 144       1646            1            1        2        0            2
## 145       1916            1            0        2        1            3
## 146       1285            0            1        2        0            3
## 147       2048            0            0        3        0            5
## 148       1346            1            0        2        0            3
## 149       1214            0            0        2        0            2
## 150       1444            0            0        2        1            3
## 151       1264            1            0        1        0            2
## 152       1430            0            0        2        0            3
## 153       1344            0            0        2        0            3
## 154        945            1            1        1        0            2
## 155       1092            0            0        1        1            3
## 156       1092            0            0        1        1            3
## 157       1092            0            0        1        1            3
## 158        874            0            0        1        0            3
## 159        833            1            0        1        0            2
## 160       2432            0            0        4        2            4
## 161       1274            0            0        1        1            3
## 162       1479            0            0        2        0            5
## 163       1803            1            1        2        1            3
## 164       1797            1            0        2        1            3
## 165        882            0            0        1        0            2
## 166       1434            1            0        2        0            4
## 167       1608            0            0        2        1            3
## 168       2283            0            0        2        1            4
## 169       1628            0            0        2        1            3
## 170       2522            1            0        2        0            1
## 171       1478            1            0        2        0            2
## 172       1734            1            0        2        0            2
## 173       1382            0            0        2        1            3
## 174       1636            1            0        2        1            3
## 175       1516            1            0        2        1            3
## 176       1190            0            0        2        0            3
## 177       1934            1            0        2        1            3
## 178       2050            0            0        2        1            4
## 179       1671            0            0        2        0            3
## 180       2673            0            0        2        1            4
## 181       1707            0            0        2        0            3
## 182       1884            1            0        2        1            3
## 183       1874            0            0        2        1            3
## 184       1811            0            0        2        1            3
## 185       1621            1            0        2        0            3
## 186       1116            1            0        2        0            3
## 187       1193            0            0        2        0            3
## 188       1180            0            0        1        1            2
## 189       1050            1            0        1        1            3
## 190        864            1            0        1        0            3
## 191        864            0            0        1        0            3
## 192        987            1            0        1        1            2
## 193        987            1            0        1        1            2
## 194       1548            0            0        2        1            3
## 195       1055            0            1        2        0            2
## 196       1456            0            0        2        1            3
## 197       1548            0            1        2        1            3
## 198       1456            0            0        2        1            3
## 199        836            0            1        1        0            2
## 200       1120            0            1        1        0            3
## 201       2772            1            0        3        1            4
## 202       2690            1            0        2        1            3
## 203       2020            1            0        2        0            3
## 204       2674            2            0        2        1            2
## 205       1736            0            0        2        0            3
## 206       1782            1            0        2        0            3
## 207       2520            1            0        2        1            5
## 208       1743            1            0        2        0            3
## 209       1531            1            0        2        0            2
## 210       1808            1            0        2        0            3
## 211       1760            1            0        2        0            3
## 212       2452            2            0        2        0            3
## 213       2400            0            0        3        1            4
## 214       1606            0            0        2        0            3
## 215       1358            0            0        2        0            2
## 216       1306            1            0        2        0            1
## 217       1358            1            0        2        0            2
## 218       2492            1            0        2        1            2
## 219       2200            1            0        2        1            3
## 220       1884            1            0        2        0            2
## 221       1456            0            0        2        0            2
## 222       1712            1            0        2        0            3
## 223       1405            0            0        2        0            2
## 224       1456            0            0        2        1            3
## 225       1490            0            0        2        1            3
## 226       1220            0            0        2        0            2
## 227       1374            0            0        2        1            3
## 228       1630            0            0        2        1            3
## 229       1594            0            0        2        1            3
## 230       1489            1            0        2        1            3
## 231       1342            1            0        2        1            3
## 232       2004            1            0        2        1            4
## 233       1374            0            0        2        1            3
## 234       1514            1            0        2        1            3
## 235       1430            0            0        2        1            3
## 236       2312            1            0        2        1            4
## 237       1430            0            0        2        1            3
## 238       2687            1            0        2        1            4
## 239       2063            1            0        2        0            3
## 240       2061            1            0        2        1            3
## 241       2232            1            0        2        1            3
## 242       1696            0            0        2        0            3
## 243       1658            0            0        2        1            3
## 244       1702            1            0        2        0            3
## 245       1432            0            0        2        0            3
## 246       2490            1            0        2        0            2
## 247       1436            0            0        2        0            3
## 248       1402            0            0        2        0            3
## 249       1530            0            0        2        0            3
## 250       1448            0            0        2        0            2
## 251       1795            1            0        2        1            3
## 252       1836            0            0        2        0            3
## 253       1662            1            0        2        0            3
## 254       1553            1            0        2        0            3
## 255       1653            1            0        2        1            3
## 256       1218            0            0        1        1            3
## 257       1141            1            0        1        1            3
## 258       1158            0            0        1        1            3
## 259       1812            0            0        2        1            3
## 260       1512            0            0        2        0            3
## 261       1114            0            0        1        1            3
## 262       1114            0            0        1        1            3
## 263       1114            1            0        2        0            3
## 264       1450            0            0        2        0            2
## 265       2122            1            0        2        1            4
## 266       1730            0            0        2        1            3
## 267       1332            0            0        2        0            2
## 268       1540            1            0        2        1            3
## 269       1400            0            0        2        1            3
## 270       1882            0            0        2        0            4
## 271        980            1            0        1        0            3
## 272        864            1            0        1        0            3
## 273        864            0            0        1        0            2
## 274       1020            0            0        2        0            3
## 275        912            1            0        1        0            3
## 276        912            0            1        1        0            3
## 277       2014            1            0        2        0            2
## 278       1755            0            1        2        1            3
## 279       3005            0            0        2        1            3
## 280       1726            0            0        2        1            2
## 281       1256            1            0        1        1            1
## 282       1512            1            0        2        1            2
## 283       1452            1            0        2        1            3
## 284       1694            1            0        2        0            2
## 285       1740            0            0        1        1            2
## 286       2499            0            0        2        1            4
## 287       2067            0            0        2        1            3
## 288       2640            0            0        2        1            5
## 289       1336            0            1        2        0            3
## 290       1216            1            0        1        0            3
## 291       2288            0            0        1        2            4
## 292        864            0            1        1        0            2
## 293       1568            0            0        1        1            3
## 294       2061            0            1        2        1            4
## 295       1320            0            1        2        0            3
## 296        894            1            0        1        0            2
## 297        864            0            0        1        0            3
## 298       1362            1            0        1        0            3
## 299       1728            1            0        2        0            3
## 300       1313            1            0        1        1            3
## 301       1292            1            0        1        1            3
## 302       2140            0            0        2        1            4
## 303       1576            1            0        1        0            4
## 304        960            1            0        1        0            2
## 305       1691            1            0        1        0            2
## 306       1453            1            0        2        0            3
## 307       1567            1            0        2        0            2
## 308       1144            1            0        1        0            3
## 309       1329            0            0        1        1            3
## 310        988            1            0        2        0            3
## 311       1202            0            1        1        0            3
## 312       1382            0            1        1        0            3
## 313       1200            1            0        1        0            3
## 314       1866            0            0        2        0            4
## 315       1062            1            0        1        0            3
## 316       1112            0            0        1        0            2
## 317        793            1            0        1        0            2
## 318       1031            1            0        1        0            2
## 319       1210            0            0        1        1            2
## 320       1527            1            0        1        1            3
## 321       1200            0            0        1        0            3
## 322        792            0            0        1        0            2
## 323       1352            0            1        2        0            4
## 324       1039            0            0        1        0            2
## 325       1078            0            0        1        0            3
## 326       2377            0            0        2        0            3
## 327       1690            0            0        2        0            4
## 328        599            1            0        1        0            2
## 329        846            0            0        1        0            2
## 330        725            0            0        1        1            1
## 331       2544            0            0        2        2            6
## 332       1380            0            0        1        1            3
## 333       1040            1            0        1        0            3
## 334        951            1            0        1        0            2
## 335       1105            0            0        1        0            3
## 336       1142            0            0        1        0            2
## 337       1133            0            0        1        0            3
## 338       1041            0            0        1        0            3
## 339        732            1            0        1        0            2
## 340       1183            1            0        1        0            3
## 341       1461            0            0        2        0            4
## 342       1495            0            0        1        0            3
## 343       1806            0            0        1        1            4
## 344        941            1            0        1        0            2
## 345       1045            1            0        1        0            3
## 346       1378            0            0        1        0            3
## 347       1944            1            0        2        0            4
## 348       1306            0            0        1        1            3
## 349       1464            0            0        2        0            3
## 350       1558            0            0        1        1            3
## 351       1701            0            0        2        0            4
## 352       1447            0            0        1        0            3
## 353       1328            0            0        1        1            3
## 354        861            0            0        1        0            2
## 355        612            0            0        1        0            1
## 356        792            0            0        1        0            2
## 357       1510            0            0        2        0            3
## 358       2007            0            0        2        0            3
## 359       1288            1            0        1        0            3
## 360        816            0            0        1        0            2
## 361       1480            0            0        1        0            3
## 362       1521            0            0        1        0            4
## 363        797            0            0        1        0            2
## 364       1432            0            0        1        0            3
## 365       1654            0            0        2        0            3
## 366       1142            0            0        1        0            3
## 367        995            0            0        1        0            2
## 368       1582            0            0        2        0            3
## 369       1072            1            0        1        0            2
## 370       1768            0            0        2        0            3
## 371       1944            0            0        2        0            3
## 372       2128            0            0        2        0            4
## 373       1930            1            0        2        0            4
## 374       1427            0            0        1        0            3
## 375       1864            0            0        2        1            6
## 376       1666            0            0        1        0            3
## 377        892            1            0        1        0            1
## 378       1403            1            0        1        1            3
## 379        704            0            1        1        0            2
## 380       1200            3            0        3        0            3
## 381       1152            2            0        2        0            2
## 382       1112            1            0        2        0            4
## 383       1052            0            0        1        1            3
## 384       1034            0            1        1        0            3
## 385       1774            0            0        2        0            4
## 386       1138            0            1        1        0            3
## 387       2071            0            1        1        1            4
## 388        660            0            0        1        0            2
## 389       1383            0            0        1        0            2
## 390       1073            1            0        1        0            2
## 391       1639            0            0        1        1            3
## 392       1089            1            0        1        0            3
## 393       1049            1            0        2        0            2
## 394       1061            1            0        1        1            1
## 395       1338            0            0        1        1            2
## 396       1879            1            0        2        1            3
## 397       2016            0            0        1        0            4
## 398       2228            0            0        2        0            6
## 399       1535            0            0        2        0            4
## 400       1229            2            0        0        2            2
## 401       1513            0            0        2        0            4
## 402       2787            2            0        4        2            6
## 403       2787            2            0        4        2            6
## 404       2787            2            0        4        2            6
## 405       1680            1            0        1        1            1
## 406       1720            1            0        2        0            3
## 407       1468            0            0        2        0            3
## 408       1838            1            0        2        0            3
## 409       1290            1            0        2        0            2
## 410       1254            1            0        2        0            2
## 411       1498            0            0        2        0            3
## 412       1422            0            0        2        1            3
## 413       1759            1            0        2        1            3
## 414        990            1            0        1        0            3
## 415       1463            1            0        2        0            3
## 416       1772            1            0        2        1            3
## 417       1444            1            0        2        0            3
## 418       1492            0            0        2        0            3
## 419        907            0            0        1        0            3
## 420        914            1            0        1        0            2
## 421       1611            1            0        2        0            3
## 422       2184            0            0        2        1            4
## 423       1725            0            0        2        1            3
## 424       1870            0            0        2        1            3
## 425       1513            1            0        2        0            2
## 426       1828            1            0        2        0            3
## 427       1417            1            0        2        0            3
## 428       1602            1            0        2        0            3
## 429       1396            0            0        2        1            3
## 430       1149            1            0        1        0            3
## 431       1072            1            0        1        0            2
## 432        876            0            0        1        0            3
## 433       1368            1            0        1        0            3
## 434       1678            0            0        2        0            6
## 435       1560            0            0        1        0            2
## 436       1298            0            0        1        0            3
## 437       1268            0            0        1        1            3
## 438       1242            0            0        1        1            3
## 439       1232            0            0        1        0            3
## 440       1228            0            0        1        0            3
## 441       1567            1            0        1        1            2
## 442       1273            0            0        1        0            2
## 443       2480            0            0        2        1            5
## 444       1112            1            0        1        0            2
## 445       1561            1            0        2        0            3
## 446       1523            1            0        2        0            3
## 447       1906            1            0        1        1            3
## 448       1032            0            0        1        0            2
## 449       1229            1            0        1        1            2
## 450       1229            0            0        1        1            2
## 451       1982            1            0        2        1            3
## 452       2365            1            0        2        0            3
## 453       2168            0            0        2        0            5
## 454        572            0            0        1        0            2
## 455       1648            1            1        2        0            2
## 456        810            0            0        1        0            1
## 457       2052            0            0        2        1            3
## 458        926            1            0        1        0            2
## 459       1287            1            0        1        1            2
## 460       1595            1            0        2        0            2
## 461       2036            1            0        2        0            3
## 462       1641            1            0        2        0            3
## 463       2237            0            0        2        1            3
## 464       1479            2            0        2        1            3
## 465       2014            0            0        2        1            3
## 466       1978            1            0        2        0            2
## 467       1008            0            0        1        0            3
## 468       1404            0            0        2        0            3
## 469        796            0            1        1        0            2
## 470       1091            0            1        1        0            2
## 471        883            1            0        1        0            2
## 472       1287            0            0        1        1            3
## 473       1632            0            0        1        1            4
## 474       1604            0            0        2        1            3
## 475       1470            0            0        2        1            3
## 476       1604            0            0        2        1            3
## 477       1636            0            0        2        1            3
## 478       1384            1            0        2        0            3
## 479       1682            1            0        1        1            1
## 480       1280            0            0        2        0            2
## 481       1633            0            0        2        1            3
## 482       1709            1            0        2        1            3
## 483       1337            1            0        2        0            2
## 484       2500            0            0        3        1            5
## 485       1884            1            0        2        0            2
## 486       1474            0            0        1        0            3
## 487       1710            1            0        2        0            2
## 488       1488            0            0        2        1            3
## 489       1688            1            0        2        0            2
## 490       1260            1            0        2        0            3
## 491       2064            1            0        2        0            3
## 492       1782            0            1        2        0            3
## 493       1211            1            0        2        0            3
## 494       2044            0            0        2        1            3
## 495       1308            0            0        1        1            3
## 496       2840            0            1        2        1            4
## 497       1444            0            0        2        0            2
## 498       2340            1            0        2        1            4
## 499       1792            0            0        2        2            4
## 500        936            0            0        1        0            2
## 501        864            1            0        1        0            3
## 502        987            0            1        1        1            2
## 503        987            0            0        1        1            2
## 504       1302            0            0        2        1            3
## 505       1456            0            0        2        1            4
## 506       1055            0            0        2        0            2
## 507       1582            1            0        2        0            3
## 508       2464            1            0        2        1            4
## 509       1950            1            0        2        0            2
## 510       2748            1            0        2        1            4
## 511       2790            1            0        2        1            4
## 512       2331            1            0        2        1            3
## 513       2088            0            0        2        1            4
## 514       2332            1            0        2        1            4
## 515       2470            2            0        1        1            1
## 516       1575            1            0        2        0            2
## 517       2649            1            0        2        1            4
## 518       2690            0            0        2        1            4
## 519       1866            1            0        2        0            2
## 520       1367            0            0        2        0            2
## 521       1800            1            0        2        0            2
## 522       1342            1            0        2        0            2
## 523       1342            0            0        2        0            2
## 524       1626            0            0        2        1            2
## 525       1455            1            0        2        0            2
## 526       1576            1            0        2        0            2
## 527       1246            0            0        2        0            2
## 528       1515            0            0        2        1            3
## 529       1720            0            0        2        1            3
## 530       1986            0            0        2        1            4
## 531       1358            1            0        2        0            2
## 532       1892            0            0        2        1            3
## 533       1414            0            0        2        1            3
## 534       2322            0            0        2        1            4
## 535       1651            0            0        2        1            3
## 536       2199            0            0        2        1            3
## 537       2172            0            0        2        1            4
## 538       2006            1            0        2        0            2
## 539       2125            1            0        2        1            4
## 540       2501            0            0        2        1            4
## 541       2197            1            0        2        1            4
## 542       1578            1            0        2        0            3
## 543       1861            0            0        3        0            3
## 544       1874            1            0        2        1            3
## 545       1460            0            0        2        0            3
## 546       1372            0            0        2        0            3
## 547       1660            0            0        2        0            3
## 548       1218            1            0        2        0            2
## 549       1696            1            0        2        1            3
## 550       1663            0            0        2        1            3
## 551       1175            1            0        1        0            3
## 552       1162            0            0        2        0            3
## 553       1609            0            0        2        1            3
## 554       1680            0            1        2        1            3
## 555       1657            0            0        2        1            3
## 556       1677            1            0        2        1            3
## 557       1737            0            1        2        1            3
## 558        984            1            0        1        0            3
## 559        864            1            0        1        0            3
## 560        890            1            0        1        0            3
## 561        864            0            0        1        0            3
## 562       1430            0            1        2        0            3
## 563       1641            0            0        2        0            4
## 564       2683            1            0        2        1            4
## 565       2786            1            0        2        1            4
## 566       1245            0            0        2        0            1
## 567       1200            1            0        2        1            2
## 568       1392            0            0        2        0            2
## 569       1549            1            0        2        1            3
## 570       1638            1            0        2        0            2
## 571       1310            1            0        1        1            1
## 572       1419            1            0        1        1            2
## 573       1557            1            0        2        0            2
## 574       1404            1            0        2        1            3
## 575       1789            1            0        2        1            3
## 576       1586            1            0        2        1            3
## 577       1607            1            0        2        1            3
## 578       2393            1            0        2        1            2
## 579       1239            1            0        1        1            1
## 580       2944            0            0        2        2            3
## 581       1671            1            0        3        0            3
## 582       1812            0            0        2        1            3
## 583       1427            0            1        2        0            4
## 584       1740            0            0        1        1            4
## 585       1620            0            0        2        0            4
## 586       1625            0            0        2        0            4
## 587       1464            0            0        1        1            4
## 588        925            1            0        1        0            3
## 589       1728            0            0        2        0            6
## 590       1670            0            0        1        1            4
## 591       1014            0            0        1        0            2
## 592       1114            1            0        1        0            3
## 593       1118            1            0        1        0            3
## 594        906            0            0        1        0            2
## 595       1496            0            0        2        0            3
## 596       1337            1            0        1        0            3
## 597       1036            0            0        1        0            3
## 598       1988            0            0        2        1            4
## 599       1176            1            0        1        0            3
## 600       1440            1            0        2        0            2
## 601       1570            1            0        1        0            3
## 602       1104            1            0        1        0            3
## 603        882            1            0        1        0            2
## 604       1152            0            0        1        1            3
## 605        950            0            0        1        0            2
## 606       1790            0            0        2        0            3
## 607       1764            0            0        2        1            4
## 608       1824            0            0        2        0            5
## 609        869            0            0        1        0            1
## 610       1159            0            0        1        0            3
## 611        672            0            0        1        0            2
## 612       1436            0            1        1        0            3
## 613       1044            0            1        1        1            3
## 614       1312            0            0        1        1            3
## 615       1081            1            0        1        0            3
## 616        876            0            0        1        0            2
## 617       1256            1            0        1        1            3
## 618       1027            0            1        1        0            3
## 619       1320            0            0        2        0            3
## 620        984            1            0        1        0            2
## 621       1278            0            0        1        0            4
## 622       1800            0            0        2        0            6
## 623       1588            0            0        1        1            3
## 624        825            0            1        1        0            2
## 625       1117            0            0        1        0            3
## 626       1133            1            0        1        0            3
## 627       1323            0            0        1        0            3
## 628       1360            0            0        1        0            2
## 629        672            0            0        1        0            2
## 630       1456            0            0        1        1            4
## 631       1594            0            0        2        0            3
## 632       1656            0            0        2        0            2
## 633       1740            0            0        1        0            2
## 634       1027            0            1        1        0            2
## 635       1436            0            0        2        0            3
## 636        899            0            0        1        0            2
## 637       1080            0            0        1        0            3
## 638       1499            0            0        1        0            3
## 639        407            0            0        1        0            1
## 640       1588            0            0        2        0            5
## 641       1627            0            0        2        0            4
## 642       1450            0            0        1        0            3
## 643       1017            0            0        1        0            2
## 644       2350            0            0        2        0            4
## 645       1540            0            0        1        1            3
## 646       1086            0            0        1        0            2
## 647       2495            0            0        2        0            5
## 648        984            1            0        1        0            2
## 649       1093            0            0        1        0            2
## 650       1143            0            0        1        0            2
## 651       1668            0            0        1        1            3
## 652       1738            0            0        2        0            3
## 653       1210            0            0        1        0            3
## 654       1290            0            0        1        1            3
## 655       1672            0            0        1        1            3
## 656        949            0            0        1        0            2
## 657       1497            0            0        2        0            3
## 658       1342            0            0        2        0            2
## 659       1013            0            0        1        0            3
## 660       1216            1            0        1        0            3
## 661        896            0            0        1        0            2
## 662       1136            0            1        1        0            2
## 663        808            0            0        1        0            1
## 664       2009            0            0        2        0            4
## 665       1902            0            0        2        0            4
## 666       1716            0            0        2        0            4
## 667       1984            0            0        2        0            5
## 668       1609            0            0        1        0            3
## 669        768            0            0        1        0            1
## 670       1536            0            0        1        1            4
## 671       1969            0            0        2        0            4
## 672       1308            0            0        2        0            2
## 673       1040            0            0        1        0            2
## 674       1236            1            0        2        0            3
## 675        759            0            0        1        0            1
## 676       1344            0            0        2        0            3
## 677       1054            0            0        1        0            3
## 678       1075            1            0        1        0            3
## 679       1096            1            0        1        0            3
## 680        992            1            0        1        0            3
## 681       1034            0            1        1        0            3
## 682       1073            0            0        1        0            3
## 683       1126            1            0        1        0            2
## 684       1140            1            0        1        0            3
## 685        960            1            0        1        0            3
## 686       1188            1            0        1        0            1
## 687       1721            1            0        2        0            3
## 688       1350            1            0        1        1            2
## 689        904            0            0        1        0            3
## 690       1524            1            0        2        0            3
## 691       1079            0            0        1        0            2
## 692       1518            1            0        1        0            2
## 693       1509            1            0        1        0            3
## 694        864            1            0        1        0            2
## 695       1269            0            0        1        1            3
## 696       2814            0            1        2        1            4
## 697       1626            1            0        2        1            3
## 698       2200            0            0        2        1            4
## 699       2037            0            0        2        1            3
## 700       1356            0            0        2        1            3
## 701       1615            0            0        2        0            3
## 702       2276            1            0        2        0            3
## 703       1766            1            0        2        1            3
## 704       1511            1            0        2        0            3
## 705       1643            1            0        2        0            2
## 706        990            1            0        1        0            3
## 707       1418            1            0        2        0            3
## 708       1771            1            0        2        1            3
## 709       1652            0            0        2        1            3
## 710       1823            1            0        2        1            3
## 711       1174            1            0        1        0            3
## 712       1076            0            0        1        1            3
## 713       1558            1            0        2        0            2
## 714       2161            0            0        2        1            3
## 715       1947            1            0        2        1            3
## 716       1786            1            0        2        0            3
## 717       2327            0            0        2        1            4
## 718       1764            0            0        2        1            3
## 719        848            1            0        1        0            1
## 720       1838            2            0        2        0            2
## 721       1445            0            0        2        0            3
## 722       1564            0            0        2        0            3
## 723       1361            0            0        2        0            3
## 724       1092            0            0        1        0            3
## 725       1033            0            1        1        0            3
## 726       1127            0            1        1        1            3
## 727       1117            1            0        1        0            3
## 728       1398            0            0        1        1            3
## 729       3820            0            0        3        1            5
## 730       1152            0            0        2        0            2
## 731       1152            0            0        2        0            2
## 732        784            1            0        1        0            2
## 733       1053            0            0        1        1            2
## 734       1137            0            0        1        1            4
## 735        930            0            0        1        0            2
## 736       1204            0            0        1        0            3
## 737       1292            0            0        1        1            3
## 738       1424            0            0        2        0            2
## 739       1920            2            0        2        2            4
## 740       1316            1            0        1        0            2
## 741       1264            0            0        1        0            3
## 742       1512            1            0        2        0            3
## 743       1603            0            0        1        0            4
## 744       1938            0            0        2        0            4
## 745       1374            0            0        1        0            3
## 746       1091            0            1        1        0            2
## 747       1873            0            0        1        1            4
## 748       2161            1            0        2        1            3
## 749       1898            0            0        2        1            3
## 750       1032            0            0        1        0            2
## 751        919            1            0        1        0            2
## 752       1090            0            0        1        0            3
## 753       1200            0            0        1        0            4
## 754       1656            0            0        1        1            3
## 755        912            0            0        1        0            2
## 756       1955            0            0        2        0            4
## 757        733            0            0        1        0            2
## 758       1361            0            0        1        0            2
## 759       1049            0            0        1        0            2
## 760        864            0            0        1        1            3
## 761       1648            1            1        2        0            2
## 762       1646            1            1        2        0            2
## 763       2032            1            0        3        0            3
## 764       1820            0            0        2        1            3
## 765       1872            0            0        2        2            4
## 766       1689            1            0        2        0            3
## 767       1501            1            0        2        0            2
## 768       1537            1            0        2        0            3
## 769       1780            1            0        2        1            3
## 770       1442            0            0        2        1            3
## 771       1612            0            0        2        1            3
## 772       1495            0            0        2        0            3
## 773       1256            0            0        2        0            3
## 774       1440            1            0        2        0            3
## 775       1675            1            0        2        0            3
## 776       1728            1            0        2        0            3
## 777       1964            1            0        2        1            3
## 778       1344            2            0        2        0            2
## 779       1092            0            0        1        0            2
## 780       1189            1            0        2        0            2
## 781       1200            1            0        1        0            3
## 782       1040            0            0        1        0            3
## 783       1475            0            0        2        0            4
## 784        988            1            0        1        0            2
## 785        988            1            0        1        0            1
## 786       1160            1            0        1        0            3
## 787       1092            0            0        2        1            3
## 788        816            0            1        1        0            2
## 789        845            0            0        1        0            3
## 790        889            0            0        1        0            3
## 791       1836            0            0        2        0            4
## 792       1587            0            0        2        0            3
## 793       1384            0            0        2        1            3
## 794       1694            0            0        2        1            3
## 795       1714            1            0        2        1            3
## 796       1553            0            0        2        1            3
## 797       2299            0            0        3        1            5
## 798       1187            0            0        2        0            3
## 799       1642            0            0        2        1            3
## 800       1128            1            0        1        0            3
## 801       1179            1            0        2        0            2
## 802       1321            1            0        1        0            1
## 803       2541            1            0        3        1            4
## 804       2338            1            0        2        1            4
## 805       1424            1            0        1        1            3
## 806       1612            1            0        2        0            2
## 807       2234            1            0        1        1            1
## 808       2042            1            0        2        0            3
## 809       1284            1            0        2        0            3
## 810       1479            0            0        2        1            3
## 811       1664            1            0        2        0            3
## 812       1930            1            0        2        1            4
## 813       1177            0            0        2        0            3
## 814       1353            1            0        2        0            2
## 815       1220            0            1        2        0            2
## 816       1324            0            1        2        0            3
## 817       1877            1            0        2        1            4
## 818       1422            1            0        1        0            3
## 819        914            0            0        1        0            3
## 820        914            0            0        1        0            2
## 821       1337            0            0        2        0            2
## 822       1337            1            0        2        0            2
## 823       1092            0            0        1        1            3
## 824       1218            0            0        1        1            4
## 825       1055            0            0        2        0            2
## 826        988            1            0        1        0            3
## 827       1816            1            0        2        0            3
## 828       1694            0            0        2        0            3
## 829       2122            1            0        2        1            2
## 830       2656            1            0        2        1            3
## 831       2550            0            0        2        1            4
## 832       2046            1            0        2        1            2
## 833       2552            1            0        2        0            3
## 834       2758            0            0        2        1            4
## 835       2290            2            0        2        1            2
## 836       2152            0            0        2        1            3
## 837       2100            1            0        2        1            3
## 838       1802            0            0        2        1            3
## 839       2956            0            0        2        1            5
## 840       2385            1            0        2        1            3
## 841       1818            1            0        2        1            3
## 842       1614            1            0        2        0            3
## 843       1721            1            0        2        0            3
## 844       1828            0            0        2        1            3
## 845       1302            1            0        1        1            1
## 846       1302            1            0        1        1            1
## 847       1362            1            0        2        0            2
## 848       1554            0            0        2        0            2
## 849       1577            1            0        2        0            2
## 850       1324            0            0        2        0            2
## 851       1405            1            0        2        0            2
## 852       1496            0            0        3        0            3
## 853       1536            0            0        2        1            3
## 854       1458            0            0        2        0            3
## 855       1495            0            0        2        1            3
## 856       1746            1            0        2        1            3
## 857       1326            1            0        2        0            3
## 858       1504            0            0        2        1            3
## 859       1456            0            0        2        1            3
## 860       1258            0            0        2        0            3
## 861       1589            1            0        2        0            2
## 862       1266            0            0        2        0            2
## 863       1119            1            0        2        0            2
## 864       1374            1            0        2        1            3
## 865       1525            0            0        2        1            3
## 866       1394            0            0        2        1            3
## 867       1948            0            0        2        1            4
## 868       1995            0            0        2        1            4
## 869       1690            1            0        2        1            3
## 870       1644            0            0        2        1            3
## 871       2551            1            0        2        1            4
## 872       3078            1            0        2        1            4
## 873       2582            1            0        2        1            4
## 874       2385            0            0        2        1            4
## 875       2202            1            0        2        1            4
## 876       2538            0            0        2        1            4
## 877       1369            0            0        2        0            3
## 878       1542            1            0        2        0            3
## 879       1534            0            0        2        0            3
## 880       1966            1            0        2        0            1
## 881       1528            0            0        3        2            3
## 882       1538            1            0        2        0            3
## 883       1506            1            0        2        0            3
## 884       1977            0            0        2        1            3
## 885       1830            0            0        2        1            3
## 886       1338            0            0        2        0            3
## 887       1335            0            0        2        0            3
## 888       1792            0            0        2        1            3
## 889       1588            0            0        3        0            3
## 890       1880            1            0        2        1            3
## 891       1584            0            0        2        0            2
## 892       1685            0            0        2        0            2
## 893       2443            0            0        2        1            4
## 894       1100            0            0        1        1            3
## 895       1143            0            0        1        1            3
## 896       1094            1            0        1        0            3
## 897       1486            0            0        2        0            3
## 898       1820            0            0        2        1            3
## 899       1266            0            0        1        1            2
## 900        894            1            0        1        0            2
## 901       1040            1            0        1        1            3
## 902       2503            1            0        2        1            3
## 903       1037            1            0        1        0            2
## 904       1055            1            0        1        0            2
## 905       1378            1            0        2        0            2
## 906       1151            1            0        2        0            2
## 907       1565            1            0        2        0            2
## 908       1352            1            0        2        0            2
## 909       1550            0            0        2        1            2
## 910       1501            1            0        2        1            3
## 911       1573            0            0        2        1            3
## 912       1358            0            0        2        0            3
## 913       2048            1            0        2        1            3
## 914       2362            1            0        2        1            3
## 915       1494            1            0        1        1            1
## 916       2362            1            0        2        1            3
## 917       2497            1            0        2        0            2
## 918       1152            1            0        1        1            3
## 919       2411            1            0        2        1            4
## 920       1082            1            0        1        0            3
## 921       1295            1            0        1        1            3
## 922       1610            0            0        2        0            3
## 923       1594            0            0        2        0            2
## 924       2075            1            0        2        1            3
## 925       1093            1            0        2        0            3
## 926       1052            1            0        1        0            3
## 927       1107            1            0        1        0            3
## 928       1224            0            0        2        0            2
## 929       1074            0            0        1        0            2
## 930       1187            1            0        1        0            2
## 931        964            0            0        1        0            3
## 932        894            0            0        1        0            3
## 933       1200            0            1        2        0            3
## 934       1042            0            0        2        0            3
## 935       2154            0            0        2        1            5
## 936       1374            0            1        1        0            3
## 937       1652            1            0        1        1            3
## 938        908            0            0        1        0            2
## 939        666            0            1        1        0            2
## 940        670            1            0        1        0            2
## 941        808            0            0        1        0            2
## 942       1150            1            0        1        0            2
## 943       1560            0            0        2        0            4
## 944       1280            0            1        2        0            3
## 945       1254            1            0        1        0            3
## 946        936            1            0        1        0            2
## 947       1008            1            0        1        0            3
## 948       1053            1            0        1        0            3
## 949       1144            0            0        1        0            3
## 950       1721            0            0        1        0            4
## 951        922            1            0        1        0            2
## 952       1411            0            0        1        0            3
## 953       1216            1            0        1        0            3
## 954       1154            0            0        1        1            3
## 955       1560            0            0        2        0            4
## 956        948            0            0        1        0            2
## 957       1040            0            1        1        0            3
## 958        925            1            0        1        0            3
## 959       1540            1            0        1        0            4
## 960        925            1            0        1        0            3
## 961       1647            1            0        1        0            3
## 962        924            0            0        1        0            2
## 963       1544            0            0        2        0            3
## 964       1728            1            0        1        0            3
## 965       3086            0            0        3        1            4
## 966       1281            1            0        2        0            1
## 967       1534            0            0        1        1            3
## 968       1651            0            1        2        0            4
## 969        888            0            1        1        0            3
## 970        952            1            0        1        0            3
## 971       1238            0            0        1        1            3
## 972       1040            1            0        1        0            3
## 973       1170            0            1        1        0            3
## 974       1242            1            0        1        1            3
## 975       1377            1            0        1        0            3
## 976        925            0            0        1        0            3
## 977        864            0            0        1        0            2
## 978        936            1            0        1        0            3
## 979        960            0            0        1        0            2
## 980       1296            0            0        1        0            3
## 981       1022            1            0        1        0            2
## 982        967            0            0        1        0            2
## 983       1072            0            0        1        0            2
## 984       1174            0            0        1        0            2
## 985       1141            0            0        1        0            3
## 986       1798            0            0        2        1            4
## 987       1772            0            0        2        1            3
## 988       1642            0            1        1        1            4
## 989       1232            0            0        1        0            3
## 990       1650            0            0        2        0            3
## 991       1358            0            0        1        1            3
## 992       2454            0            0        2        0            3
## 993        968            0            0        1        0            2
## 994       1382            0            0        2        0            1
## 995       1060            1            0        1        0            1
## 996       1435            1            0        1        0            3
## 997       1274            0            0        2        0            3
## 998       1232            0            0        1        1            3
## 999        884            0            0        1        0            2
## 1000      1409            1            0        1        1            3
## 1001      1322            1            0        1        0            4
## 1002      1426            0            0        1        0            3
## 1003      1281            1            0        1        0            2
## 1004      2264            0            0        2        1            4
## 1005      1376            0            0        1        0            3
## 1006      1316            0            0        1        0            4
## 1007      1344            1            0        1        1            3
## 1008      1173            0            0        2        0            3
## 1009      1214            0            0        1        0            2
## 1010      2294            0            0        3        0            5
## 1011      1952            0            0        1        1            4
## 1012      2180            0            0        1        1            3
## 1013      1315            1            0        2        0            3
## 1014      1484            0            0        2        0            3
## 1015      2267            1            0        1        1            3
## 1016      1282            1            0        1        0            2
## 1017       999            1            0        1        0            3
## 1018      1452            1            0        1        0            2
## 1019      1005            1            0        1        0            3
## 1020      1020            0            1        2        0            3
## 1021      1040            1            0        1        0            3
## 1022       868            1            0        1        0            2
## 1023       897            0            0        1        0            3
## 1024       943            1            0        1        0            2
## 1025       912            1            0        1        0            3
## 1026      1375            1            0        1        0            3
## 1027      2654            0            0        3        0            4
## 1028      1302            0            0        1        1            2
## 1029      1299            0            0        1        0            3
## 1030      1176            1            0        1        0            3
## 1031       998            0            0        1        0            3
## 1032      1522            0            0        2        0            3
## 1033      1325            0            0        2        0            3
## 1034      1630            0            0        2        0            3
## 1035      1242            0            0        1        0            2
## 1036      2422            0            0        3        0            4
## 1037      1626            0            0        1        1            3
## 1038       864            0            1        1        0            3
## 1039       943            0            0        1        0            3
## 1040      1038            0            0        2        0            2
## 1041      1342            1            0        1        0            4
## 1042      1480            1            0        1        0            4
## 1043      1362            0            0        2        0            4
## 1044      1822            0            0        2        0            4
## 1045      1958            1            0        2        1            3
## 1046      1651            0            0        2        0            3
## 1047      2140            0            0        2        1            3
## 1048      1651            0            0        2        0            3
## 1049      1546            0            0        2        0            3
## 1050      1500            0            0        2        0            3
## 1051      1270            0            0        2        0            2
## 1052      1795            0            0        2        1            3
## 1053      1873            1            0        2        1            3
## 1054      1743            2            0        0        1            0
## 1055      1022            0            1        1        0            3
## 1056      1308            1            0        2        1            3
## 1057       990            1            0        1        0            3
## 1058      1097            1            0        1        1            3
## 1059      1873            0            0        2        1            3
## 1060      1753            1            0        2        1            3
## 1061      1690            0            0        2        1            3
## 1062      1842            1            0        2        1            3
## 1063       894            0            0        1        0            3
## 1064      1025            0            0        2        0            3
## 1065      1009            0            0        2        0            3
## 1066      1040            0            0        1        1            3
## 1067       907            1            0        1        0            3
## 1068       879            0            0        1        0            3
## 1069       864            1            0        1        0            3
## 1070       875            0            0        1        0            3
## 1071      1673            1            0        2        0            3
## 1072      1932            1            0        2        1            3
## 1073      1729            0            0        2        1            3
## 1074      1592            0            0        2        0            3
## 1075      2439            1            0        2        1            4
## 1076      1992            1            0        2        1            3
## 1077      1341            1            0        1        1            1
## 1078      1476            0            0        2        1            3
## 1079      1190            1            0        2        0            2
## 1080      1330            0            0        2        0            3
## 1081      1491            0            0        2        1            3
## 1082      1536            0            0        2        1            3
## 1083       936            1            0        1        0            2
## 1084      1088            0            0        1        0            2
## 1085      1351            1            0        1        0            3
## 1086      1179            0            0        1        0            2
## 1087      1044            1            0        1        0            3
## 1088      2233            0            0        2        1            5
## 1089      1408            1            0        2        1            3
## 1090      1072            1            0        1        0            2
## 1091       960            1            0        1        0            2
## 1092      1152            0            0        2        0            2
## 1093      1195            0            0        2        0            4
## 1094       865            1            0        1        0            2
## 1095       768            0            0        1        0            2
## 1096       864            1            0        1        0            3
## 1097      2592            2            0        2        0            6
## 1098      1422            0            0        1        0            3
## 1099      1298            0            0        2        0            2
## 1100      1098            1            0        1        0            2
## 1101      1436            0            0        1        0            3
## 1102      1461            0            0        1        0            3
## 1103      1718            0            0        2        1            4
## 1104      1226            0            0        1        1            2
## 1105      1755            0            0        2        0            4
## 1106      1355            0            0        2        0            3
## 1107      1560            0            0        1        1            3
## 1108      1488            0            1        2        0            3
## 1109      1045            0            0        1        0            2
## 1110      1680            0            0        2        0            4
## 1111      1020            1            0        1        0            1
## 1112      1696            0            0        2        0            3
## 1113      2726            0            0        2        1            2
## 1114      1215            0            0        1        0            3
## 1115      1601            0            0        2        0            3
## 1116      1828            0            0        2        0            3
## 1117       816            0            0        1        0            2
## 1118       845            0            0        1        0            1
## 1119      1991            0            0        2        0            4
## 1120      1073            1            0        1        0            3
## 1121      1001            0            0        1        0            2
## 1122      1625            1            1        2        0            2
## 1123      1299            1            0        2        0            2
## 1124      1392            0            0        2        0            3
## 1125      1409            1            0        1        1            1
## 1126      1478            1            0        2        0            3
## 1127       918            0            1        1        0            3
## 1128      1026            1            0        1        0            2
## 1129      1501            1            0        2        0            2
## 1130      2279            0            0        2        1            4
## 1131      1689            0            0        2        0            3
## 1132      1564            0            0        2        0            2
## 1133      1240            0            1        2        0            3
## 1134      1312            0            0        2        0            2
## 1135      1922            1            0        2        0            2
## 1136      1491            0            0        2        0            3
## 1137      2486            1            0        3        1            5
## 1138      1824            0            0        2        0            3
## 1139      2034            0            0        1        0            2
## 1140       936            2            0        0        1            0
## 1141      1092            0            0        1        1            3
## 1142       992            1            0        1        0            2
## 1143      1092            0            0        1        1            3
## 1144      1092            0            0        1        1            3
## 1145      1008            1            0        1        0            1
## 1146      1356            2            0        2        0            3
## 1147      1676            1            0        1        1            3
## 1148      1432            1            0        1        1            3
## 1149       796            0            1        1        0            2
## 1150      1608            0            0        1        0            3
## 1151      1178            1            0        1        1            3
## 1152       816            1            0        1        0            2
## 1153       887            0            1        1        0            3
## 1154      1293            1            0        2        0            2
## 1155      1024            1            0        1        0            2
## 1156      1797            0            0        1        1            3
## 1157      1390            1            0        1        1            1
## 1158      1851            0            0        2        0            3
## 1159      1525            1            0        2        1            3
## 1160      1671            0            0        2        1            3
## 1161      1776            0            0        2        1            3
## 1162      2064            0            0        2        1            4
## 1163      2212            1            0        2        1            3
## 1164      2687            0            0        2        1            4
## 1165      1169            0            1        2        0            3
## 1166      1204            0            0        2        0            2
## 1167      2798            1            0        3        1            3
## 1168      3390            0            0        3        1            5
## 1169      2473            0            0        2        1            4
## 1170      2698            1            0        2        1            4
## 1171      2795            0            0        3        1            4
## 1172      1714            1            0        2        0            2
## 1173      2000            1            0        2        1            3
## 1174      1102            1            0        1        0            2
## 1175      1857            0            0        2        1            4
## 1176      1083            1            0        1        0            2
## 1177      2318            1            0        2        1            3
## 1178      1875            0            0        3        0            3
## 1179      1103            0            0        2        0            3
## 1180       874            0            1        1        0            3
## 1181      1419            1            0        2        0            2
## 1182      1092            0            0        1        1            3
## 1183      1365            0            0        1        1            3
## 1184      1030            0            0        1        1            3
## 1185       948            0            0        1        1            2
## 1186      1092            0            0        1        1            3
## 1187      1069            0            1        2        0            2
## 1188      1387            1            0        1        0            3
## 1189      1055            1            0        2        0            2
## 1190      1456            0            0        2        1            3
## 1191      2589            1            0        2        1            4
## 1192      1618            0            0        2        0            2
## 1193      1740            0            0        2        0            4
## 1194      1868            1            0        2        0            2
## 1195      2206            0            0        2        1            4
## 1196      2091            1            0        2        1            3
## 1197      2253            0            0        2        1            3
## 1198      2389            0            0        2        1            4
## 1199      2358            1            0        2        1            4
## 1200      1792            1            0        2        0            2
## 1201      1780            1            0        2        0            2
## 1202      1914            1            0        2        1            3
## 1203      1565            1            0        2        0            2
## 1204      1686            1            0        2        0            1
## 1205      1666            1            0        2        0            2
## 1206      1456            0            0        2        1            3
## 1207      1492            0            0        2        1            3
## 1208      1326            0            0        2        0            3
## 1209      2373            0            0        2        1            4
## 1210      1492            0            0        2        1            3
## 1211      1364            1            0        2        0            2
## 1212      1511            1            0        2        0            2
## 1213      1548            1            0        2        0            2
## 1214      1142            0            0        2        0            2
## 1215      1598            0            0        2        1            3
## 1216      1889            0            0        2        1            3
## 1217      2322            0            0        3        1            4
## 1218      1976            1            0        2        1            3
## 1219      2234            1            0        2        1            3
## 1220      2855            1            0        2        1            4
## 1221      2726            0            0        2        1            4
## 1222      3500            1            0        3        1            4
## 1223      2494            1            0        2        1            4
## 1224      2799            1            0        2        1            3
## 1225      1964            0            0        2        1            3
## 1226      1670            1            0        2        1            2
## 1227      1504            0            0        2        0            3
## 1228      1278            0            0        2        0            2
## 1229      2640            1            0        3        1            3
## 1230      1716            0            0        2        1            3
## 1231      1142            0            0        1        1            3
## 1232      1400            0            0        2        0            3
## 1233      1131            0            0        1        1            3
## 1234      1686            0            0        2        1            3
## 1235      1585            0            0        2        1            3
## 1236      1837            0            0        2        1            3
## 1237      1731            1            0        2        1            3
## 1238      1398            1            0        2        0            2
## 1239      1217            0            0        2        0            2
## 1240      1320            0            0        2        1            3
## 1241       988            1            0        1        0            3
## 1242      1654            0            0        2        0            4
## 1243      1211            0            0        1        0            2
## 1244       984            0            0        1        0            3
## 1245       909            0            0        1        0            3
## 1246       925            1            0        1        0            2
## 1247      1024            0            0        1        1            3
## 1248       912            0            0        1        0            3
## 1249       941            0            0        1        0            3
##      KitchenAbvGr KitchenQual TotRmsAbvGrd Functional Fireplaces FireplaceQu
## 1               1          TA            5        Typ          0        <NA>
## 2               1          Gd            6        Typ          0        <NA>
## 3               1          TA            6        Typ          1          TA
## 4               1          Gd            7        Typ          1          Gd
## 5               1          Gd            5        Typ          0        <NA>
## 6               1          TA            7        Typ          1          TA
## 7               1          TA            6        Typ          0        <NA>
## 8               1          TA            7        Typ          1          Gd
## 9               1          Gd            5        Typ          1          Po
## 10              1          TA            4        Typ          0        <NA>
## 11              1          Gd            5        Typ          1          Fa
## 12              1          TA            5        Typ          0        <NA>
## 13              1          TA            6        Typ          0        <NA>
## 14              1          Gd            6        Typ          1          TA
## 15              1          TA            4        Typ          0        <NA>
## 16              1          Ex           10        Typ          1          Gd
## 17              1          Gd            7        Typ          0        <NA>
## 18              1          Ex            7        Typ          1          Gd
## 19              1          Ex            8        Typ          1          Gd
## 20              1          Ex           10        Typ          2          Gd
## 21              1          Gd            7        Typ          1          Ex
## 22              1          Gd            6        Typ          1          Gd
## 23              1          Gd            6        Typ          0        <NA>
## 24              1          Gd            6        Typ          0        <NA>
## 25              1          Gd            7        Typ          1          Gd
## 26              1          Gd            7        Typ          1          Gd
## 27              1          Gd            7        Typ          1          TA
## 28              1          Gd            6        Typ          1          Gd
## 29              1          Gd            4        Typ          0        <NA>
## 30              1          Gd            6        Typ          1          Gd
## 31              1          Gd            8        Typ          0        <NA>
## 32              1          TA            5        Typ          0        <NA>
## 33              1          TA            7        Typ          2          Fa
## 34              1          Gd            9        Typ          1          TA
## 35              1          Gd            7        Typ          1          TA
## 36              1          Gd            6        Typ          1          Gd
## 37              1          Gd            3        Typ          0        <NA>
## 38              1          Gd            4        Typ          0        <NA>
## 39              1          Gd            4        Typ          0        <NA>
## 40              1          Gd            4        Typ          0        <NA>
## 41              1          Gd            5        Typ          0        <NA>
## 42              1          Gd            4        Typ          0        <NA>
## 43              1          Gd            6        Typ          1          Gd
## 44              1          Gd            7        Typ          1          TA
## 45              1          Gd            6        Typ          1          Gd
## 46              1          TA            8        Typ          0        <NA>
## 47              1          Gd            9        Typ          1          TA
## 48              1          TA            7        Typ          1          TA
## 49              1          TA            7        Typ          0        <NA>
## 50              1          TA            6        Typ          0        <NA>
## 51              1          TA            6        Typ          0        <NA>
## 52              1          Gd            6        Typ          0        <NA>
## 53              1          TA            8        Typ          0        <NA>
## 54              2          TA           10        Typ          0        <NA>
## 55              1          TA            7       Min2          2          Gd
## 56              1          TA            6        Typ          1          Gd
## 57              1          Gd            5        Typ          1          Gd
## 58              2          TA            8        Typ          0        <NA>
## 59              1          Gd            7        Typ          0        <NA>
## 60              1          TA            6        Typ          0        <NA>
## 61              1          TA            6        Typ          0        <NA>
## 62              1          TA            6        Typ          2          Gd
## 63              1          TA            5        Typ          0        <NA>
## 64              1          Fa            4        Typ          0        <NA>
## 65              1          TA            5        Typ          0        <NA>
## 66              1          TA            5        Typ          0        <NA>
## 67              1          TA            4        Typ          0        <NA>
## 68              1          TA            5        Typ          0        <NA>
## 69              1          TA            6        Typ          0        <NA>
## 70              1          TA            7       Min1          1          TA
## 71              1          TA            9       Min2          2          Gd
## 72              1          TA            5        Typ          1          Gd
## 73              1          Gd            6        Typ          0        <NA>
## 74              1          Fa            6        Typ          0        <NA>
## 75              1          Gd            7        Typ          1          Gd
## 76              1          TA            6        Typ          0        <NA>
## 77              1          TA            5        Typ          1          Gd
## 78              1          Gd            7        Typ          0        <NA>
## 79              1          Gd            7        Typ          0        <NA>
## 80              2          Fa           12        Typ          0        <NA>
## 81              1          TA            6       Min1          0        <NA>
## 82              1          TA            7        Typ          0        <NA>
## 83              1          Gd            8        Typ          1          Gd
## 84              1          Gd            4        Typ          0        <NA>
## 85              1          TA            5        Typ          0        <NA>
## 86              1          TA            6        Typ          2          Gd
## 87              1          Gd            7       Min2          2          Fa
## 88              1          TA            6        Typ          0        <NA>
## 89              1          TA            5        Typ          0        <NA>
## 90              1          TA            7        Typ          1          Gd
## 91              1          TA            5        Typ          1          Gd
## 92              1          TA            9        Typ          1          TA
## 93              1          Gd            7        Typ          0        <NA>
## 94              1          TA            6        Typ          0        <NA>
## 95              1          TA            8        Typ          2          Gd
## 96              1        <NA>            6        Mod          0        <NA>
## 97              1          TA            6        Typ          0        <NA>
## 98              1          TA            5        Typ          0        <NA>
## 99              1          TA            7        Typ          0        <NA>
## 100             2          TA            7        Typ          1          Gd
## 101             2          TA            8        Typ          0        <NA>
## 102             1          Gd            5        Typ          0        <NA>
## 103             1          TA            4        Typ          0        <NA>
## 104             1          TA            5        Typ          2          TA
## 105             1          TA            7        Typ          2          TA
## 106             1          TA            4        Typ          2          TA
## 107             1          TA            4        Typ          0        <NA>
## 108             1          Gd            8        Typ          1          TA
## 109             1          Fa            8        Typ          1          Gd
## 110             1          Gd            6        Typ          1          TA
## 111             1          TA            8        Typ          1          TA
## 112             1          TA            5        Typ          0        <NA>
## 113             1          Gd            5        Typ          2          TA
## 114             1          TA            5        Typ          0        <NA>
## 115             1          Gd            4        Typ          2          TA
## 116             1          Gd            8        Typ          1          Gd
## 117             1          Gd            6        Typ          0        <NA>
## 118             1          TA            6        Typ          0        <NA>
## 119             1          TA            4        Typ          0        <NA>
## 120             1          TA            8        Typ          1          TA
## 121             1          TA            5        Typ          0        <NA>
## 122             1          TA            5        Typ          0        <NA>
## 123             1          Gd            8        Typ          1          Gd
## 124             1          Gd            9        Typ          1          TA
## 125             1          Gd            4        Typ          0        <NA>
## 126             1          TA            5       Min1          0        <NA>
## 127             1          TA            6        Typ          0        <NA>
## 128             1          TA            6        Typ          0        <NA>
## 129             1          Fa            5        Typ          0        <NA>
## 130             1          TA            5        Typ          1          Fa
## 131             1          TA            5        Typ          0        <NA>
## 132             1          Fa            5        Typ          1          Gd
## 133             1          TA            4        Typ          1          Gd
## 134             2          TA           10       Min2          0        <NA>
## 135             1          TA            7        Typ          1          Gd
## 136             1          TA            8        Typ          2          TA
## 137             2          TA           11        Typ          0        <NA>
## 138             1          Gd            6        Typ          0        <NA>
## 139             1          Gd            4        Typ          1          TA
## 140             1          Gd            5        Typ          1          TA
## 141             1          TA            4        Typ          0        <NA>
## 142             1          TA            5        Typ          0        <NA>
## 143             1          TA            5        Typ          0        <NA>
## 144             1          Gd            5        Typ          1          Gd
## 145             1          Gd            8        Typ          1          TA
## 146             1          Gd            6        Typ          1          Fa
## 147             2          TA            9        Typ          0        <NA>
## 148             1          Gd            6        Typ          1          TA
## 149             1          Gd            6        Typ          0        <NA>
## 150             1          TA            7        Typ          0        <NA>
## 151             1          TA            7        Typ          1          TA
## 152             1          Gd            7        Typ          0        <NA>
## 153             1          TA            7        Typ          1          Gd
## 154             1          TA            5        Typ          1          Po
## 155             1          TA            5        Typ          0        <NA>
## 156             1          TA            5        Typ          0        <NA>
## 157             1          TA            5        Typ          0        <NA>
## 158             1          TA            5        Typ          0        <NA>
## 159             1          Gd            5        Typ          0        <NA>
## 160             2          TA           10        Typ          0        <NA>
## 161             1          TA            6        Typ          0        <NA>
## 162             1          TA            8        Typ          0        <NA>
## 163             1          Gd            6        Typ          2          TA
## 164             1          Gd            7        Typ          1          Fa
## 165             1          TA            5        Typ          0        <NA>
## 166             1          TA            7        Typ          1          Gd
## 167             1          TA            7        Typ          1          TA
## 168             1          Gd            9        Typ          1          Gd
## 169             1          TA            7        Typ          1          TA
## 170             1          Gd            8        Typ          1          Gd
## 171             1          TA            5        Typ          0        <NA>
## 172             1          Gd            6        Typ          0        <NA>
## 173             1          TA            7        Typ          1          TA
## 174             1          TA            7        Typ          1          TA
## 175             1          Gd            7        Typ          1          TA
## 176             1          Gd            6        Typ          1          TA
## 177             1          TA            6        Typ          1          TA
## 178             1          Gd            8        Typ          1          TA
## 179             1          TA            7        Typ          1          TA
## 180             1          Gd            9        Typ          1          TA
## 181             1          TA            7        Typ          1          TA
## 182             1          Ex            7        Typ          1          Ex
## 183             1          Gd            7        Typ          1          TA
## 184             1          Gd            7        Typ          1          Gd
## 185             1          TA            7        Typ          2          Fa
## 186             1          TA            6        Typ          1          TA
## 187             1          TA            5        Typ          1          TA
## 188             1          TA            6        Typ          0        <NA>
## 189             1          TA            6        Typ          0        <NA>
## 190             1          TA            5        Typ          0        <NA>
## 191             1          TA            5        Typ          0        <NA>
## 192             1          TA            5        Typ          0        <NA>
## 193             1          TA            5        Typ          0        <NA>
## 194             1          TA            7        Typ          1          TA
## 195             1          TA            4        Typ          1          Fa
## 196             1          TA            6        Typ          1          TA
## 197             1          TA            7        Typ          1          TA
## 198             1          TA            6        Typ          1          TA
## 199             1          TA            5        Typ          0        <NA>
## 200             1          TA            5        Typ          1          TA
## 201             1          Ex           10        Typ          3          Gd
## 202             1          Ex            8        Typ          1          Gd
## 203             1          Ex            7        Typ          1          Gd
## 204             1          Ex            8        Typ          2          Gd
## 205             1          Ex            7        Typ          1          Gd
## 206             1          Gd            7        Typ          2          Gd
## 207             1          Ex           10        Typ          1          Gd
## 208             1          Ex            8        Typ          1          Gd
## 209             1          Ex            6        Typ          1          Gd
## 210             1          Ex            7        Typ          1          Gd
## 211             1          Gd            8        Typ          1          Gd
## 212             1          Ex           10        Typ          1          Gd
## 213             1          Gd           10        Typ          1          Gd
## 214             1          Gd            6        Typ          1          Gd
## 215             1          Gd            6        Typ          1          Gd
## 216             1          Gd            5        Typ          1          Gd
## 217             1          Gd            6        Typ          1          Gd
## 218             1          Ex            8        Typ          1          Ex
## 219             1          Ex            8        Typ          1          Gd
## 220             1          Ex            6        Typ          1          Gd
## 221             1          Ex            6        Typ          1          Gd
## 222             1          Gd            8        Typ          1          Gd
## 223             1          Gd            6        Typ          1          TA
## 224             1          Gd            8        Typ          1          Gd
## 225             1          Gd            7        Typ          1          Gd
## 226             1          Gd            5        Typ          1          Gd
## 227             1          Gd            6        Typ          1          Gd
## 228             1          Gd            7        Typ          1          Gd
## 229             1          Gd            7        Typ          1          Gd
## 230             1          Gd            8        Typ          1          Gd
## 231             1          Gd            7        Typ          1          TA
## 232             1          Gd            8        Typ          1          Gd
## 233             1          Gd            7        Typ          0        <NA>
## 234             1          TA            7        Typ          1          TA
## 235             1          TA            7        Typ          1          TA
## 236             1          Gd            8        Typ          1          TA
## 237             1          TA            7        Typ          1          TA
## 238             1          Gd           10        Typ          2          TA
## 239             1          Gd            7        Typ          2          Gd
## 240             1          Gd            7        Typ          1          TA
## 241             1          Gd            8        Typ          1          TA
## 242             1          Gd            7        Typ          0        <NA>
## 243             1          Gd            7        Typ          1          Gd
## 244             1          Gd            7        Typ          1          Gd
## 245             1          Gd            7        Typ          1          Gd
## 246             1          Ex            9        Typ          2          Gd
## 247             1          Gd            6        Typ          0        <NA>
## 248             1          Gd            7        Typ          0        <NA>
## 249             1          Gd            7        Typ          1          Gd
## 250             1          Gd            6        Typ          1          Gd
## 251             1          Gd            8        Typ          1          Gd
## 252             1          Gd            8        Typ          1          Gd
## 253             1          Ex            8        Typ          1          Gd
## 254             1          Gd            6        Typ          0        <NA>
## 255             1          Gd            6        Typ          0        <NA>
## 256             1          Gd            6        Typ          0        <NA>
## 257             1          Gd            6        Typ          0        <NA>
## 258             1          Gd            5        Typ          0        <NA>
## 259             1          Gd            8        Typ          0        <NA>
## 260             1          Gd            6        Typ          0        <NA>
## 261             1          Gd            6        Typ          0        <NA>
## 262             1          Gd            6        Typ          0        <NA>
## 263             1          Gd            6        Typ          0        <NA>
## 264             1          Gd            6        Typ          0        <NA>
## 265             1          Gd            8        Typ          1          TA
## 266             1          Gd            6        Typ          0        <NA>
## 267             1          Gd            5        Typ          0        <NA>
## 268             1          Gd            6        Typ          0        <NA>
## 269             1          TA            6        Typ          0        <NA>
## 270             2          TA            8        Typ          2          TA
## 271             1          TA            5        Typ          0        <NA>
## 272             1          TA            5        Typ          0        <NA>
## 273             1          TA            5        Typ          0        <NA>
## 274             1          TA            5        Typ          0        <NA>
## 275             1          Gd            6        Typ          0        <NA>
## 276             1          TA            6        Typ          0        <NA>
## 277             1          Gd            6       Maj1          2          Gd
## 278             1          Gd            7        Typ          1          TA
## 279             1          Gd            9        Mod          1          TA
## 280             1          Gd            6        Typ          1          Gd
## 281             1          Gd            5        Typ          1          Gd
## 282             1          Gd            4        Typ          0        <NA>
## 283             1          Gd            6        Typ          0        <NA>
## 284             1          Ex            5        Typ          1          Gd
## 285             1          Gd            7        Typ          0        <NA>
## 286             1          TA            5        Typ          1          Gd
## 287             1          Gd            7        Typ          2          TA
## 288             1          Gd            8        Typ          1          TA
## 289             1          TA            6        Typ          1          Fa
## 290             1          TA            5        Typ          0        <NA>
## 291             1          Gd            8        Typ          2          TA
## 292             1          TA            5        Typ          0        <NA>
## 293             1          TA            7        Typ          0        <NA>
## 294             1          TA            8        Typ          1          TA
## 295             1          TA            5        Typ          1          Gd
## 296             1          TA            5        Typ          1          Po
## 297             1          TA            5        Typ          0        <NA>
## 298             1          TA            6        Typ          1          Gd
## 299             1          TA            7       Min1          1          Gd
## 300             1          Gd            6        Typ          1          TA
## 301             1          TA            6        Typ          2          Gd
## 302             1          TA            7        Typ          1          TA
## 303             1          Gd            7        Typ          1          Po
## 304             1          TA            5        Typ          0        <NA>
## 305             1          TA            5        Typ          0        <NA>
## 306             1          TA            6        Typ          1          TA
## 307             1          Gd            5        Typ          2          Gd
## 308             1          TA            6        Typ          0        <NA>
## 309             1          TA            5        Typ          2          Gd
## 310             1          Gd            6        Typ          0        <NA>
## 311             1          TA            6        Typ          0        <NA>
## 312             1          Gd            6        Typ          0        <NA>
## 313             1          TA            6        Typ          2          Gd
## 314             2          TA            8        Typ          0        <NA>
## 315             1          TA            6        Typ          0        <NA>
## 316             1          TA            5        Typ          0        <NA>
## 317             1          Fa            4        Typ          0        <NA>
## 318             1          Gd            5        Typ          0        <NA>
## 319             1          TA            7        Typ          0        <NA>
## 320             1          TA            6        Typ          1          Gd
## 321             1          TA            6        Typ          0        <NA>
## 322             1          TA            4        Typ          0        <NA>
## 323             1          Gd            7        Typ          0        <NA>
## 324             1          TA            6        Typ          0        <NA>
## 325             1          Ex            6        Typ          0        <NA>
## 326             1          Gd            8       Min2          1          TA
## 327             1          Gd            5        Typ          0        <NA>
## 328             1          Gd            4        Typ          0        <NA>
## 329             1          Gd            4        Typ          0        <NA>
## 330             1          TA            4        Typ          0        <NA>
## 331             2          TA           12        Typ          0        <NA>
## 332             1          TA            6        Typ          0        <NA>
## 333             1          TA            6       Min1          1          Po
## 334             1          Gd            6        Typ          0        <NA>
## 335             1          TA            5        Typ          0        <NA>
## 336             1          TA            5        Typ          1          Gd
## 337             1          TA            5        Typ          0        <NA>
## 338             1          TA            6        Typ          0        <NA>
## 339             1          TA            4        Typ          0        <NA>
## 340             1          TA            6        Typ          0        <NA>
## 341             1          TA            6        Typ          0        <NA>
## 342             1          TA            6        Typ          0        <NA>
## 343             1          TA            8        Typ          0        <NA>
## 344             1          Gd            4        Typ          0        <NA>
## 345             1          TA            6        Typ          1          Fa
## 346             1          Gd            6        Typ          0        <NA>
## 347             2          TA           12        Typ          0        <NA>
## 348             1          Gd            6        Typ          0        <NA>
## 349             1          TA            7        Typ          0        <NA>
## 350             1          TA            7        Typ          1          Gd
## 351             2          Fa            8        Typ          0        <NA>
## 352             1          TA            6        Typ          0        <NA>
## 353             1          TA            6        Typ          0        <NA>
## 354             1          TA            5        Typ          0        <NA>
## 355             1          TA            4        Typ          0        <NA>
## 356             1          TA            5        Typ          0        <NA>
## 357             1          Gd            7        Typ          0        <NA>
## 358             1          Ex            8        Typ          0        <NA>
## 359             1          Ex            5        Typ          1          Gd
## 360             1          TA            5        Typ          1          Gd
## 361             1          TA            6        Typ          0        <NA>
## 362             1          Gd            8        Typ          0        <NA>
## 363             1          TA            5        Typ          0        <NA>
## 364             1          Gd            6        Typ          1          Gd
## 365             1          TA            7        Typ          1          Gd
## 366             1          TA            6        Typ          0        <NA>
## 367             1          TA            5        Typ          0        <NA>
## 368             1          TA            6        Typ          1          Gd
## 369             1          TA            5        Typ          0        <NA>
## 370             1          TA            8        Typ          0        <NA>
## 371             1          TA            8       Min2          0        <NA>
## 372             2          TA           11        Sev          0        <NA>
## 373             1          TA            8        Typ          0        <NA>
## 374             1          Gd            7        Typ          0        <NA>
## 375             1          TA            9        Typ          0        <NA>
## 376             1          TA            4        Typ          0        <NA>
## 377             1          Gd            5       Min2          0        <NA>
## 378             1          TA            7        Typ          0        <NA>
## 379             1          Fa            4        Typ          0        <NA>
## 380             1          TA            5        Typ          0        <NA>
## 381             2          TA            6        Typ          0        <NA>
## 382             1          TA            6        Typ          0        <NA>
## 383             1          TA            6        Typ          1          Po
## 384             1          TA            5        Typ          1          Fa
## 385             1          TA            8        Typ          1          TA
## 386             1          TA            6        Typ          1          TA
## 387             1          TA            9        Typ          1          TA
## 388             1          Fa            5       Min2          0        <NA>
## 389             1          TA            6        Mod          0        <NA>
## 390             1          TA            5        Typ          0        <NA>
## 391             1          Gd            6        Typ          1          Gd
## 392             1          TA            5        Typ          1          Gd
## 393             1          Gd            5        Typ          0        <NA>
## 394             1          Gd            4        Typ          0        <NA>
## 395             1          Gd            5       Min2          1          Po
## 396             1          Gd            8        Typ          1          TA
## 397             1          TA            7        Mod          1          TA
## 398             2          TA            8        Typ          0        <NA>
## 399             2          TA            8        Typ          0        <NA>
## 400             2          Gd            6        Typ          2          TA
## 401             2          TA            8        Typ          0        <NA>
## 402             2          TA            8        Typ          2          TA
## 403             2          TA            8        Typ          2          TA
## 404             2          TA            8        Typ          2          TA
## 405             1          Ex            8        Typ          1          Gd
## 406             1          Ex            8        Typ          1          Gd
## 407             1          Gd            6        Typ          1          Gd
## 408             1          Gd            7        Typ          2          Gd
## 409             1          Gd            6        Typ          1          Gd
## 410             1          Gd            5        Typ          0        <NA>
## 411             1          Gd            7        Typ          1          Gd
## 412             1          Gd            7        Typ          1          Gd
## 413             1          Gd            7        Typ          1          TA
## 414             1          TA            5        Typ          0        <NA>
## 415             1          TA            5        Typ          0        <NA>
## 416             1          TA            7        Typ          1          TA
## 417             1          Gd            6        Typ          0        <NA>
## 418             1          Gd            6        Typ          1          TA
## 419             1          TA            5        Typ          0        <NA>
## 420             1          TA            5        Typ          0        <NA>
## 421             1          Gd            6        Typ          0        <NA>
## 422             1          Gd            8        Typ          1          Gd
## 423             1          Gd            6        Typ          0        <NA>
## 424             1          Gd            6        Typ          0        <NA>
## 425             1          Gd            5        Typ          1          TA
## 426             1          Gd            7        Typ          1          Gd
## 427             1          Gd            7        Typ          1          TA
## 428             1          Gd            7        Typ          1          Gd
## 429             1          Gd            6        Typ          1          Gd
## 430             1          TA            7       Min1          0        <NA>
## 431             1          TA            5        Typ          0        <NA>
## 432             1          TA            5        Typ          0        <NA>
## 433             1          TA            6       Min1          0        <NA>
## 434             2          TA           10        Typ          0        <NA>
## 435             1          TA            7       Min1          1          TA
## 436             1          TA            6        Typ          2          Gd
## 437             1          TA            7        Typ          2          Gd
## 438             1          TA            6        Typ          1          Gd
## 439             1          Gd            6        Typ          1          Gd
## 440             1          TA            6        Typ          1          Gd
## 441             1          TA            6       Min2          2          TA
## 442             1          TA            5        Typ          0        <NA>
## 443             2          TA           13        Typ          2          Gd
## 444             1          TA            6        Typ          1          Gd
## 445             1          TA            6        Typ          1          Gd
## 446             1          Fa            7       Maj2          1          TA
## 447             1          TA            6        Typ          2          Gd
## 448             1          TA            5        Typ          1          TA
## 449             1          Gd            5        Typ          1          TA
## 450             1          TA            5        Typ          1          TA
## 451             1          TA            6        Typ          1          TA
## 452             1          Ex            7       Min1          2          Gd
## 453             1          Gd           11        Typ          0        <NA>
## 454             1          TA            4        Typ          0        <NA>
## 455             1          Ex            5        Typ          1          Gd
## 456             1          TA            4       Min1          0        <NA>
## 457             1          Gd            7        Typ          1          TA
## 458             1          TA            5        Typ          1          TA
## 459             1          TA            5        Typ          2          Fa
## 460             1          TA            5        Typ          0        <NA>
## 461             1          Ex            9        Typ          1          Ex
## 462             1          Ex            7        Typ          0        <NA>
## 463             1          Gd            7        Typ          1          TA
## 464             1          Gd            7       Min1          1          Fa
## 465             1          Gd            9        Typ          0        <NA>
## 466             1          Ex            7        Typ          1          Gd
## 467             1          Gd            6        Typ          0        <NA>
## 468             1          TA            7        Typ          1          Po
## 469             1          TA            4        Typ          0        <NA>
## 470             1          TA            5        Typ          0        <NA>
## 471             1          TA            5        Typ          1          Fa
## 472             1          TA            6        Typ          0        <NA>
## 473             1          TA            7        Typ          1          TA
## 474             1          TA            7        Typ          1          TA
## 475             1          TA            7        Typ          1          TA
## 476             1          TA            7        Typ          0        <NA>
## 477             1          TA            7        Typ          1          TA
## 478             1          Gd            7        Typ          0        <NA>
## 479             1          Gd            6       Min1          1          TA
## 480             1          Gd            5        Typ          0        <NA>
## 481             1          TA            7        Typ          1          TA
## 482             1          Gd            7        Typ          0        <NA>
## 483             1          Gd            5        Typ          1          TA
## 484             1          Ex            9        Typ          1          Gd
## 485             1          Ex            7        Typ          1          Gd
## 486             1          TA            7       Min2          2          Gd
## 487             1          Ex            6        Typ          1          Gd
## 488             1          TA            6        Typ          1          TA
## 489             1          Ex            6        Typ          1          Ex
## 490             1          TA            6        Typ          0        <NA>
## 491             1          Gd            7        Typ          2          Fa
## 492             1          Gd            6        Typ          1          TA
## 493             1          Gd            6        Typ          1          Po
## 494             1          TA            7       Min1          1          TA
## 495             1          TA            7        Typ          0        <NA>
## 496             1          Gd            8       Min2          2          Gd
## 497             1          TA            5        Typ          1          Gd
## 498             1          Gd            9        Typ          1          Gd
## 499             2          TA            8        Typ          0        <NA>
## 500             1          TA            4        Typ          0        <NA>
## 501             1          TA            5        Typ          0        <NA>
## 502             1          TA            5        Typ          0        <NA>
## 503             1          TA            5        Typ          0        <NA>
## 504             1          TA            6        Typ          0        <NA>
## 505             1          TA            7        Typ          0        <NA>
## 506             1          TA            4        Typ          0        <NA>
## 507             1          Gd            7        Typ          0        <NA>
## 508             1          Ex            9        Typ          1          Ex
## 509             1          Ex            7        Typ          1          Gd
## 510             1          Ex            9        Typ          1          Gd
## 511             1          Ex           10        Typ          1          Ex
## 512             1          Ex            9        Typ          1          Gd
## 513             1          Gd           10        Typ          1          Gd
## 514             1          Ex            9        Typ          1          Gd
## 515             1          Ex            7        Typ          2          Gd
## 516             1          Gd            7        Typ          1          TA
## 517             1          Gd           10        Typ          1          TA
## 518             1          Gd            9        Typ          1          Gd
## 519             1          Ex            7        Typ          1          Gd
## 520             1          Gd            6        Typ          1          Gd
## 521             1          Ex            6        Typ          1          Gd
## 522             1          Gd            6        Typ          1          Gd
## 523             1          Gd            6        Typ          1          Gd
## 524             1          Gd            6        Typ          0        <NA>
## 525             1          Gd            6        Typ          1          TA
## 526             1          Gd            7        Typ          1          TA
## 527             1          Gd            5        Typ          1          Gd
## 528             1          Gd            8        Typ          1          Gd
## 529             1          Gd            7        Typ          1          Gd
## 530             1          Gd            9        Typ          1          Gd
## 531             1          Gd            6        Typ          1          Gd
## 532             1          TA            8        Typ          1          TA
## 533             1          Gd            6        Typ          1          Gd
## 534             1          TA            8        Typ          1          TA
## 535             1          TA            7        Typ          1          TA
## 536             1          Gd            9        Typ          1          TA
## 537             1          Ex            8        Typ          1          TA
## 538             1          Gd            5        Typ          1          TA
## 539             1          Gd           12        Typ          2          TA
## 540             1          Gd            9        Typ          1          TA
## 541             1          Gd            9        Typ          1          Gd
## 542             1          Gd            7        Typ          1          Gd
## 543             1          Gd            7        Typ          1          Gd
## 544             1          Gd            8        Typ          1          Gd
## 545             1          Gd            6        Typ          1          Gd
## 546             1          Gd            6        Typ          0        <NA>
## 547             1          Gd            7        Typ          1          Gd
## 548             1          Gd            6        Typ          0        <NA>
## 549             1          Gd            7        Typ          0        <NA>
## 550             1          Gd            8        Typ          0        <NA>
## 551             1          Gd            6        Typ          0        <NA>
## 552             1          Gd            6        Typ          0        <NA>
## 553             1          Gd            6        Typ          0        <NA>
## 554             1          Gd            7        Typ          0        <NA>
## 555             1          Gd            6        Typ          0        <NA>
## 556             1          Gd            7        Typ          0        <NA>
## 557             1          Gd            7        Typ          0        <NA>
## 558             1          TA            5        Typ          1          TA
## 559             1          Gd            5        Typ          1          TA
## 560             1          TA            5        Typ          0        <NA>
## 561             1          TA            5        Typ          0        <NA>
## 562             1          TA            6        Typ          2          TA
## 563             1          TA            5        Typ          1          Gd
## 564             1          Gd            9        Typ          2          Gd
## 565             1          Gd           10        Typ          1          Ex
## 566             1          Gd            5        Typ          0        <NA>
## 567             1          Gd            5        Typ          0        <NA>
## 568             1          Gd            5        Typ          0        <NA>
## 569             1          TA            6        Typ          0        <NA>
## 570             1          Ex            5        Typ          1          TA
## 571             1          Gd            5        Typ          1          TA
## 572             1          Ex            5        Typ          1          TA
## 573             1          Ex            5        Typ          1          TA
## 574             1          Gd            5        Typ          0        <NA>
## 575             1          TA            7        Typ          1          TA
## 576             1          Gd            7        Typ          0        <NA>
## 577             1          Gd            7        Typ          0        <NA>
## 578             1          Ex            7        Typ          1          TA
## 579             1          Gd            4        Typ          1          Fa
## 580             1          Gd            9        Typ          1          Gd
## 581             1          Ex            6        Typ          1          Gd
## 582             1          TA            7        Typ          1          TA
## 583             1          TA            7        Typ          0        <NA>
## 584             1          TA            8        Typ          1          TA
## 585             1          Gd            8        Typ          1          Gd
## 586             2          TA            8        Typ          0        <NA>
## 587             1          TA            7        Typ          0        <NA>
## 588             1          TA            5        Typ          0        <NA>
## 589             2          TA           10        Typ          0        <NA>
## 590             1          TA            7        Typ          0        <NA>
## 591             1          TA            6        Typ          0        <NA>
## 592             1          TA            5        Typ          0        <NA>
## 593             1          Gd            6        Typ          0        <NA>
## 594             1          TA            5        Typ          0        <NA>
## 595             1          Gd            6        Typ          0        <NA>
## 596             1          Gd            7        Typ          1          Gd
## 597             1          TA            5        Typ          0        <NA>
## 598             1          Gd            9        Typ          1          Gd
## 599             1          TA            6        Typ          2          Gd
## 600             1          Gd            7        Typ          0        <NA>
## 601             1          TA            5        Typ          1          TA
## 602             1          TA            5        Typ          0        <NA>
## 603             1          Gd            4        Typ          0        <NA>
## 604             1          TA            6        Typ          0        <NA>
## 605             1          TA            5        Typ          0        <NA>
## 606             1          TA            6        Typ          2          Gd
## 607             1          TA            7       Maj2          1          TA
## 608             2          TA            9        Typ          0        <NA>
## 609             1          TA            3        Typ          0        <NA>
## 610             1          TA            5        Typ          0        <NA>
## 611             1          TA            4        Typ          0        <NA>
## 612             1          TA            7        Typ          1          Gd
## 613             1          TA            5        Typ          1          Fa
## 614             1          TA            6        Typ          1          Gd
## 615             1          TA            5        Typ          0        <NA>
## 616             1          TA            5        Typ          1          TA
## 617             1          Gd            6        Typ          0        <NA>
## 618             1          TA            6        Typ          0        <NA>
## 619             1          TA            5        Typ          0        <NA>
## 620             1          TA            4        Typ          0        <NA>
## 621             1          TA            6        Typ          0        <NA>
## 622             2          TA           10        Typ          0        <NA>
## 623             1          TA            6        Typ          0        <NA>
## 624             1          TA            4        Typ          0        <NA>
## 625             1          TA            6        Typ          0        <NA>
## 626             1          TA            7        Typ          0        <NA>
## 627             1          TA            6        Typ          0        <NA>
## 628             1          TA            6        Typ          0        <NA>
## 629             1          TA            4        Typ          0        <NA>
## 630             1          Gd            7        Typ          0        <NA>
## 631             2          TA            9        Typ          0        <NA>
## 632             1          TA            8        Mod          0        <NA>
## 633             1          Ex            6        Typ          1          Gd
## 634             1          Gd            5        Typ          1          TA
## 635             2          TA            8        Typ          2          Gd
## 636             1          TA            5        Typ          0        <NA>
## 637             1          Gd            5        Typ          0        <NA>
## 638             1          TA            5        Typ          1          Po
## 639             1          TA            3        Typ          0        <NA>
## 640             1          TA            6       Maj2          0        <NA>
## 641             2          TA           10        Typ          0        <NA>
## 642             1          TA            7        Typ          0        <NA>
## 643             1          TA            5        Typ          0        <NA>
## 644             2          TA           10        Typ          0        <NA>
## 645             1          Gd            7        Typ          0        <NA>
## 646             1          TA            5       Maj1          0        <NA>
## 647             1          TA           10        Typ          1          Gd
## 648             1          Fa            5        Typ          0        <NA>
## 649             1          TA            5        Typ          0        <NA>
## 650             1          TA            5        Typ          1          Po
## 651             1          Gd            8        Typ          0        <NA>
## 652             1          TA            6        Typ          1          Gd
## 653             1          Gd            6        Typ          0        <NA>
## 654             1          TA            6        Typ          0        <NA>
## 655             1          Gd            6        Typ          1          Gd
## 656             1          TA            5        Typ          1          Fa
## 657             1          TA            5        Typ          0        <NA>
## 658             2          TA            7        Typ          1          Gd
## 659             1          TA            6        Typ          0        <NA>
## 660             1          TA            6        Typ          1          Gd
## 661             1          TA            4        Typ          0        <NA>
## 662             1          TA            6        Typ          0        <NA>
## 663             1          TA            6       Min2          0        <NA>
## 664             1          TA            7       Min2          1          Gd
## 665             1          TA            7        Typ          0        <NA>
## 666             1          Gd            8        Typ          0        <NA>
## 667             1          TA            8        Typ          0        <NA>
## 668             1          TA            7        Typ          0        <NA>
## 669             1          TA            4        Typ          0        <NA>
## 670             1          TA            7        Typ          0        <NA>
## 671             1          TA            9       Min1          1          Gd
## 672             1          TA            6        Typ          0        <NA>
## 673             1          TA            5        Typ          0        <NA>
## 674             1          TA            6        Typ          1          Gd
## 675             1          TA            5        Typ          0        <NA>
## 676             2          TA            8        Typ          0        <NA>
## 677             1          TA            6        Typ          0        <NA>
## 678             1          Gd            6        Typ          0        <NA>
## 679             1          TA            6        Typ          1          Fa
## 680             1          Gd            6        Typ          0        <NA>
## 681             1          TA            6        Typ          1          Po
## 682             1          TA            6        Typ          0        <NA>
## 683             1          TA            5        Typ          0        <NA>
## 684             1          TA            6        Typ          0        <NA>
## 685             1          Gd            6        Typ          0        <NA>
## 686             1          TA            4        Typ          1          TA
## 687             1          TA            7        Mod          2          TA
## 688             1          Gd            6       Min1          0        <NA>
## 689             1          Gd            5        Typ          0        <NA>
## 690             1          TA            7        Typ          2          Gd
## 691             1          TA            5        Typ          1          Gd
## 692             1          Fa            5        Typ          2          Gd
## 693             1          Gd            6        Typ          1          TA
## 694             1          TA            4        Typ          0        <NA>
## 695             1          TA            7        Typ          0        <NA>
## 696             1          Gd            9        Typ          1          TA
## 697             1          Gd            7        Typ          1          TA
## 698             1          Gd            9        Typ          1          TA
## 699             1          Gd            8        Typ          1          TA
## 700             1          Gd            6        Typ          1          Gd
## 701             1          Gd            7        Typ          1          Gd
## 702             1          Ex            7        Typ          2          Gd
## 703             1          Ex            8        Typ          2          Gd
## 704             1          Gd            6        Typ          1          Fa
## 705             1          TA            6        Typ          1          Gd
## 706             1          TA            5        Typ          0        <NA>
## 707             1          Gd            5        Typ          1          TA
## 708             1          Gd            6        Typ          0        <NA>
## 709             1          Gd            6        Typ          0        <NA>
## 710             1          Gd            6        Typ          0        <NA>
## 711             1          TA            5        Typ          0        <NA>
## 712             1          TA            5        Typ          1          Fa
## 713             1          TA            5       Min2          0        <NA>
## 714             1          Gd            8        Typ          1          TA
## 715             1          Gd            7        Typ          1          TA
## 716             1          Gd            6        Typ          1          Gd
## 717             1          Gd            9        Typ          1          Gd
## 718             1          Gd            7        Typ          1          TA
## 719             1          Gd            3        Typ          0        <NA>
## 720             2          TA            8        Typ          0        <NA>
## 721             1          Gd            6        Typ          0        <NA>
## 722             1          Gd            6        Typ          0        <NA>
## 723             1          Gd            6        Typ          0        <NA>
## 724             1          TA            6        Typ          0        <NA>
## 725             1          TA            6        Typ          0        <NA>
## 726             1          TA            6        Typ          1          Po
## 727             1          TA            6        Typ          1          Fa
## 728             1          TA            6        Typ          1          TA
## 729             1          Ex           11        Typ          2          Gd
## 730             2          TA            6        Typ          0        <NA>
## 731             2          TA            6        Typ          0        <NA>
## 732             1          TA            4        Typ          0        <NA>
## 733             1          Ex            5        Typ          0        <NA>
## 734             1          TA            8       Min1          0        <NA>
## 735             1          TA            5        Typ          0        <NA>
## 736             1          TA            6        Typ          0        <NA>
## 737             1          Gd            6        Typ          0        <NA>
## 738             1          TA            7        Typ          1          Gd
## 739             2          TA           10        Typ          2          Gd
## 740             1          TA            6        Typ          1          Gd
## 741             1          TA            6        Typ          0        <NA>
## 742             1          Gd            7        Typ          1          Gd
## 743             1          TA            7        Typ          1          Gd
## 744             1          Gd            7       Min2          1          Gd
## 745             1          TA            6        Typ          0        <NA>
## 746             1          TA            5        Typ          1          TA
## 747             1          TA            9        Typ          2          Gd
## 748             1          Gd            8        Typ          2          TA
## 749             1          TA            7        Typ          2          TA
## 750             1          TA            5        Typ          1          TA
## 751             1          TA            5        Typ          0        <NA>
## 752             1          TA            5        Typ          0        <NA>
## 753             1          TA            7        Typ          0        <NA>
## 754             1          TA            7        Mod          1          Po
## 755             1          TA            5        Typ          0        <NA>
## 756             1          TA            7        Typ          0        <NA>
## 757             1          Fa            4       <NA>          0        <NA>
## 758             1          TA            6        Typ          0        <NA>
## 759             1          TA            5        Typ          0        <NA>
## 760             1          Fa            5       Min2          0        <NA>
## 761             1          Ex            5        Typ          1          Gd
## 762             1          Ex            5        Typ          1          Gd
## 763             1          Gd            7        Typ          0        <NA>
## 764             1          Gd            8        Typ          1          TA
## 765             2          TA            8        Typ          0        <NA>
## 766             1          TA            6        Typ          1          TA
## 767             1          Gd            6        Typ          1          TA
## 768             1          Gd            8        Typ          0        <NA>
## 769             1          Gd            6        Typ          1          Gd
## 770             1          TA            6        Typ          0        <NA>
## 771             1          Gd            6        Typ          0        <NA>
## 772             1          TA            8        Typ          1          TA
## 773             1          Gd            6        Typ          1          Fa
## 774             1          Gd            7        Typ          1          TA
## 775             1          Gd            6        Typ          0        <NA>
## 776             1          Gd            7        Typ          1          Gd
## 777             1          Gd            7        Typ          1          Gd
## 778             2          TA            8        Typ          0        <NA>
## 779             1          TA            5        Typ          0        <NA>
## 780             1          TA            4        Typ          0        <NA>
## 781             1          TA            6        Typ          0        <NA>
## 782             1          TA            6        Typ          0        <NA>
## 783             1          TA            6        Typ          1          TA
## 784             1          TA            5        Typ          0        <NA>
## 785             1          TA            4        Typ          1          Po
## 786             1          Gd            6        Typ          0        <NA>
## 787             1          TA            6        Typ          0        <NA>
## 788             1          TA            4        Typ          0        <NA>
## 789             1          Gd            6        Typ          0        <NA>
## 790             1          TA            6        Typ          0        <NA>
## 791             1          TA            7       Maj1          0        <NA>
## 792             1          TA            7        Typ          1          Gd
## 793             1          TA            7        Typ          1          TA
## 794             1          TA            7        Typ          1          TA
## 795             1          TA            7        Typ          1          TA
## 796             1          Gd            6        Typ          0        <NA>
## 797             1          TA            7        Typ          1          TA
## 798             1          Gd            6        Typ          0        <NA>
## 799             1          TA            7        Typ          1          TA
## 800             1          TA            6        Typ          1          TA
## 801             1          TA            5        Typ          0        <NA>
## 802             1          Gd            4        Typ          1          TA
## 803             1          Ex           10        Typ          1          Gd
## 804             1          Gd            8        Typ          2          Gd
## 805             1          TA            7        Mod          0        <NA>
## 806             1          Ex            6        Typ          1          Gd
## 807             1          Gd            7        Typ          1          Gd
## 808             1          Ex            8        Typ          1          Gd
## 809             1          TA            5        Typ          0        <NA>
## 810             1          Gd            6        Typ          1          TA
## 811             1          Gd            7        Typ          1          TA
## 812             1          Gd            9        Typ          1          TA
## 813             1          Gd            6        Typ          0        <NA>
## 814             1          TA            5        Typ          1          TA
## 815             1          TA            6        Typ          1          TA
## 816             1          Gd            5        Typ          1          Fa
## 817             1          TA            8        Typ          1          TA
## 818             1          TA            7       Min2          0        <NA>
## 819             1          Ex            5        Typ          0        <NA>
## 820             1          TA            4        Typ          0        <NA>
## 821             1          Gd            5        Typ          1          TA
## 822             1          Gd            5        Typ          1          TA
## 823             1          TA            6        Typ          0        <NA>
## 824             1          Ex            7        Typ          0        <NA>
## 825             1          TA            4        Typ          0        <NA>
## 826             1          TA            5        Typ          0        <NA>
## 827             1          Ex            7        Typ          1          Gd
## 828             1          Gd            7        Typ          1          Gd
## 829             1          Gd            7        Typ          1          Ex
## 830             1          Ex            8        Typ          1          Gd
## 831             1          Ex           11        Typ          1          Gd
## 832             1          Ex            7        Typ          2          Gd
## 833             1          Ex            8        Typ          2          Ex
## 834             1          Ex            9        Typ          1          Ex
## 835             1          Ex            7        Typ          1          Gd
## 836             1          Gd            7        Typ          1          Gd
## 837             1          Ex            8        Typ          2          Gd
## 838             1          Ex            7        Typ          1          Gd
## 839             1          Ex           11        Typ          1          Ex
## 840             1          Gd            7        Typ          1          Gd
## 841             1          Ex            8        Typ          1          Gd
## 842             1          Gd            7        Typ          0        <NA>
## 843             1          Gd            7        Typ          0        <NA>
## 844             1          Gd            7        Typ          0        <NA>
## 845             1          Gd            5        Typ          1          Gd
## 846             1          Gd            5        Typ          1          Gd
## 847             1          Gd            6        Typ          1          Gd
## 848             1          Gd            6        Typ          1          Gd
## 849             1          Ex            6        Typ          1          Gd
## 850             1          Gd            6        Typ          1          Gd
## 851             1          Gd            6        Typ          1          Gd
## 852             1          Gd            7        Typ          0        <NA>
## 853             1          Gd            6        Typ          1          Gd
## 854             1          Gd            6        Typ          0        <NA>
## 855             1          Gd            7        Typ          1          Gd
## 856             1          Gd            6        Typ          1          Gd
## 857             1          Gd            6        Typ          0        <NA>
## 858             1          Gd            6        Typ          0        <NA>
## 859             1          Gd            7        Typ          0        <NA>
## 860             1          Gd            6        Typ          0        <NA>
## 861             1          Gd            7        Typ          1          TA
## 862             1          Gd            6        Typ          1          Gd
## 863             1          Gd            5        Typ          0        <NA>
## 864             1          Gd            8        Typ          1          Gd
## 865             1          Gd            6        Typ          1          Gd
## 866             1          Gd            7        Typ          1          TA
## 867             1          Gd            8        Typ          1          Gd
## 868             1          Gd            8        Typ          1          Gd
## 869             1          TA            7        Typ          1          TA
## 870             1          TA            7        Typ          1          TA
## 871             1          Gd            8        Typ          2          TA
## 872             1          Gd            9        Typ          1          TA
## 873             1          Gd            9        Typ          1          TA
## 874             1          Gd            8        Typ          1          TA
## 875             1          Gd            9        Typ          1          TA
## 876             1          Gd            8        Typ          1          TA
## 877             1          Gd            5        Typ          0        <NA>
## 878             1          Gd            6        Typ          1          Gd
## 879             1          Gd            7        Typ          1          Gd
## 880             1          Ex            6        Typ          1          Gd
## 881             1          Gd            6        Typ          1          TA
## 882             1          Gd            7        Typ          0        <NA>
## 883             1          Gd            7        Typ          1          Gd
## 884             1          Gd            7        Typ          0        <NA>
## 885             1          Gd            7        Typ          0        <NA>
## 886             1          Gd            6        Typ          0        <NA>
## 887             1          Gd            6        Typ          0        <NA>
## 888             1          Gd            8        Typ          0        <NA>
## 889             1          Gd            8        Typ          0        <NA>
## 890             1          Ex            8        Typ          1          Gd
## 891             1          Ex            6        Typ          1          Gd
## 892             1          Gd            5        Typ          1          Gd
## 893             1          Gd            9       Min2          1          Gd
## 894             1          TA            6        Typ          0        <NA>
## 895             1          Gd            5        Typ          0        <NA>
## 896             1          Gd            6        Typ          0        <NA>
## 897             1          Gd            7        Typ          0        <NA>
## 898             1          Gd            7        Typ          0        <NA>
## 899             1          TA            5        Typ          2          TA
## 900             1          TA            5        Typ          0        <NA>
## 901             1          TA            5        Typ          0        <NA>
## 902             1          Gd            7        Typ          1          TA
## 903             1          TA            5        Typ          0        <NA>
## 904             1          Gd            5        Typ          1          TA
## 905             1          Gd            6        Typ          1          Gd
## 906             1          Gd            5        Typ          0        <NA>
## 907             1          Gd            5        Typ          0        <NA>
## 908             1          Gd            5        Typ          1          Gd
## 909             1          Gd            5        Typ          0        <NA>
## 910             1          TA            6        Typ          1          TA
## 911             1          Gd            4        Typ          0        <NA>
## 912             1          Gd            5        Typ          0        <NA>
## 913             1          Gd            8        Typ          2          Gd
## 914             1          Gd            8        Typ          2          TA
## 915             1          Gd            5        Typ          1          Gd
## 916             1          Gd            8        Typ          1          TA
## 917             1          Gd            7        Typ          2          Gd
## 918             1          TA            7        Typ          0        <NA>
## 919             1          TA            8        Typ          1          Po
## 920             1          TA            6        Typ          0        <NA>
## 921             1          TA            6        Typ          0        <NA>
## 922             1          Gd            8        Typ          1          TA
## 923             1          Gd            6        Typ          1          TA
## 924             1          Gd            8        Typ          1          Gd
## 925             1          TA            6        Typ          1          Fa
## 926             1          TA            6        Typ          0        <NA>
## 927             1          Gd            5        Typ          0        <NA>
## 928             2          TA            8        Typ          0        <NA>
## 929             1          Gd            6       Min1          1          Gd
## 930             1          TA            6        Typ          1          TA
## 931             1          TA            5        Typ          1          Fa
## 932             1          TA            5        Typ          0        <NA>
## 933             1          TA            6        Typ          1          TA
## 934             1          TA            5        Typ          0        <NA>
## 935             1          TA            8        Typ          1          Gd
## 936             1          TA            7        Typ          1          TA
## 937             1          Gd            6        Typ          1          Gd
## 938             1          TA            4        Typ          0        <NA>
## 939             1          Gd            4        Typ          0        <NA>
## 940             1          Fa            4        Typ          0        <NA>
## 941             1          TA            5        Typ          0        <NA>
## 942             1          TA            6        Typ          0        <NA>
## 943             2          TA            8        Typ          0        <NA>
## 944             1          TA            6        Typ          1          TA
## 945             1          TA            6        Typ          1          Gd
## 946             1          Gd            4        Typ          0        <NA>
## 947             1          Fa            6        Typ          0        <NA>
## 948             1          Gd            6        Typ          0        <NA>
## 949             1          TA            6        Typ          1          Gd
## 950             1          TA            8        Typ          3          TA
## 951             1          TA            5        Typ          0        <NA>
## 952             1          TA            7        Typ          1          TA
## 953             1          TA            5        Typ          0        <NA>
## 954             1          Ex            6        Typ          0        <NA>
## 955             2          TA            8        Typ          0        <NA>
## 956             1          TA            5        Typ          0        <NA>
## 957             1          TA            6        Typ          0        <NA>
## 958             1          Gd            5        Typ          0        <NA>
## 959             1          Fa            7        Typ          0        <NA>
## 960             1          TA            5        Typ          2          TA
## 961             1          TA            6       Min1          1          Fa
## 962             1          TA            6        Typ          0        <NA>
## 963             1          TA            7        Typ          0        <NA>
## 964             1          TA            7        Typ          1          Gd
## 965             1          Gd            9       Min1          0        <NA>
## 966             1          TA            6        Mod          0        <NA>
## 967             1          Gd            6        Typ          0        <NA>
## 968             1          TA            6        Typ          2          TA
## 969             1          TA            5        Typ          0        <NA>
## 970             1          TA            5        Typ          0        <NA>
## 971             1          TA            6       Min2          1          TA
## 972             1          Gd            6        Typ          0        <NA>
## 973             1          TA            6        Typ          1          TA
## 974             1          TA            6        Typ          0        <NA>
## 975             1          TA            6        Typ          2          TA
## 976             1          TA            7        Typ          0        <NA>
## 977             1          TA            5        Typ          0        <NA>
## 978             1          TA            6        Typ          1          Po
## 979             1          TA            5        Typ          0        <NA>
## 980             1          TA            6        Typ          0        <NA>
## 981             1          Fa            4        Typ          1          Gd
## 982             1          TA            5        Typ          1          Gd
## 983             1          TA            5        Typ          2          Gd
## 984             1          Gd            6        Typ          1          Gd
## 985             1          TA            6        Typ          0        <NA>
## 986             1          TA            7        Typ          0        <NA>
## 987             1          Gd            7        Typ          0        <NA>
## 988             1          TA            9        Typ          1          Gd
## 989             1          TA            6        Typ          0        <NA>
## 990             1          TA            6        Typ          0        <NA>
## 991             1          Gd            6        Typ          1          Gd
## 992             1          TA            8        Typ          1          Gd
## 993             1          TA            5        Typ          0        <NA>
## 994             1          TA            6        Mod          1          TA
## 995             1          TA            6        Mod          1          Gd
## 996             1          TA            6        Typ          0        <NA>
## 997             1          TA            6        Typ          0        <NA>
## 998             1          TA            6        Typ          2          TA
## 999             1          TA            5        Typ          0        <NA>
## 1000            1          TA            6        Typ          1          Gd
## 1001            1          TA            7        Typ          0        <NA>
## 1002            1          TA            6        Typ          1          Gd
## 1003            1          Gd            6        Typ          0        <NA>
## 1004            1          TA            8        Typ          0        <NA>
## 1005            1          Gd            7        Typ          0        <NA>
## 1006            1          TA            7        Typ          0        <NA>
## 1007            1          Gd            6        Typ          1          Gd
## 1008            1          TA            7        Typ          0        <NA>
## 1009            1          TA            6        Typ          0        <NA>
## 1010            1          TA            9        Typ          1          Gd
## 1011            1          Gd            8        Typ          2          TA
## 1012            1          TA            7        Typ          1          Gd
## 1013            1          TA            5        Typ          0        <NA>
## 1014            1          TA            6       <NA>          0        <NA>
## 1015            1          TA            7        Typ          2          Gd
## 1016            1          TA            4        Typ          0        <NA>
## 1017            1          TA            6        Typ          0        <NA>
## 1018            1          TA            6       Min2          1          TA
## 1019            1          TA            5        Typ          0        <NA>
## 1020            1          TA            5        Typ          1          Po
## 1021            1          TA            6        Typ          0        <NA>
## 1022            1          TA            6        Typ          0        <NA>
## 1023            1          TA            5        Typ          0        <NA>
## 1024            1          TA            5        Typ          0        <NA>
## 1025            1          Gd            6        Typ          0        <NA>
## 1026            1          TA            6        Typ          1          Gd
## 1027            1          TA           11        Mod          1          Gd
## 1028            1          Gd            6        Typ          2          Gd
## 1029            1          Gd            6        Typ          1          TA
## 1030            1          TA            6        Typ          2          Gd
## 1031            1          TA            5       Min2          0        <NA>
## 1032            1          TA            7        Typ          1          TA
## 1033            1          Gd            6        Typ          1          TA
## 1034            1          TA            6        Mod          1          TA
## 1035            1          TA            4        Mod          0        <NA>
## 1036            1          Gd            6       Min2          2          Gd
## 1037            1          Gd            6        Typ          0        <NA>
## 1038            1          TA            6        Typ          0        <NA>
## 1039            1          Gd            5       Min2          0        <NA>
## 1040            1          TA            5        Typ          0        <NA>
## 1041            1          TA            7        Typ          0        <NA>
## 1042            1          TA            7        Typ          1          Gd
## 1043            1          TA            7        Typ          0        <NA>
## 1044            1          Gd            7       Min2          1          Po
## 1045            1          Gd            7        Typ          1          TA
## 1046            1          Gd            7        Typ          1          Gd
## 1047            1          Gd            8        Typ          0        <NA>
## 1048            1          Gd            7        Typ          1          Gd
## 1049            1          Gd            7        Typ          0        <NA>
## 1050            1          Gd            7        Typ          1          Gd
## 1051            1          Gd            6        Typ          0        <NA>
## 1052            1          Gd            7        Typ          0        <NA>
## 1053            1          Gd            7        Typ          1          TA
## 1054            1          Gd            5        Typ          2          Fa
## 1055            1          TA            6        Typ          0        <NA>
## 1056            1          Gd            6        Typ          0        <NA>
## 1057            1          TA            5        Typ          0        <NA>
## 1058            1          TA            6        Typ          0        <NA>
## 1059            1          Gd            7        Typ          1          TA
## 1060            1          TA            7        Typ          1          Fa
## 1061            1          Gd            7        Typ          0        <NA>
## 1062            1          Gd            7        Typ          1          TA
## 1063            1          TA            5        Typ          0        <NA>
## 1064            1          TA            6        Typ          1          Fa
## 1065            1          TA            6        Typ          1          Fa
## 1066            1          TA            5        Typ          0        <NA>
## 1067            1          TA            5        Typ          0        <NA>
## 1068            1          TA            5        Typ          0        <NA>
## 1069            1          Ex            5        Typ          0        <NA>
## 1070            1          Gd            5        Typ          0        <NA>
## 1071            1          Gd            7        Typ          1          TA
## 1072            1          Gd            7        Typ          1          Gd
## 1073            1          Gd            7        Typ          0        <NA>
## 1074            1          Gd            7        Typ          1          TA
## 1075            1          Gd            7        Typ          1          TA
## 1076            1          Gd            7       Min2          2          TA
## 1077            1          Gd            5        Typ          1          TA
## 1078            1          Gd            7        Typ          0        <NA>
## 1079            1          Gd            5        Typ          0        <NA>
## 1080            1          Gd            6        Typ          1          Gd
## 1081            1          Gd            7        Typ          1          Gd
## 1082            1          Gd            6        Typ          0        <NA>
## 1083            1          TA            4        Typ          1          Fa
## 1084            1          TA            4        Typ          0        <NA>
## 1085            1          TA            7        Typ          1          Gd
## 1086            1          TA            5       Min2          0        <NA>
## 1087            1          TA            7        Typ          1          Fa
## 1088            2          TA           11        Typ          0        <NA>
## 1089            1          TA            6        Typ          0        <NA>
## 1090            1          Gd            5        Typ          0        <NA>
## 1091            1          Fa            4        Typ          0        <NA>
## 1092            2          Fa            6        Typ          0        <NA>
## 1093            2          TA            8        Typ          0        <NA>
## 1094            1          TA            4        Typ          1          Gd
## 1095            1          TA            4        Typ          1          Fa
## 1096            1          TA            5        Typ          0        <NA>
## 1097            2          TA           12       Min2          0        <NA>
## 1098            1          TA            6        Typ          0        <NA>
## 1099            1          TA            8        Typ          1          Gd
## 1100            1          TA            5        Typ          1          Gd
## 1101            1          TA            7        Typ          1          Gd
## 1102            1          TA            6        Typ          1          Gd
## 1103            1          Gd            8        Typ          1          TA
## 1104            1          TA            7       Min1          1          Gd
## 1105            1          Gd            7        Typ          1          TA
## 1106            1          TA            5        Typ          0        <NA>
## 1107            1          TA            6        Typ          3          TA
## 1108            1          TA            7        Typ          2          Gd
## 1109            1          TA            5        Typ          1          TA
## 1110            1          Gd            7        Typ          0        <NA>
## 1111            1          TA            4        Typ          0        <NA>
## 1112            1          TA            7        Typ          2          TA
## 1113            1          Gd            6        Typ          1          Gd
## 1114            1          Gd            6        Typ          0        <NA>
## 1115            1          TA            6        Typ          0        <NA>
## 1116            1          Gd            6        Typ          0        <NA>
## 1117            1          TA            5        Typ          0        <NA>
## 1118            1          TA            4       Maj2          0        <NA>
## 1119            2          TA            9        Typ          0        <NA>
## 1120            1          TA            6        Typ          0        <NA>
## 1121            1          Gd            5        Typ          0        <NA>
## 1122            1          Gd            5        Typ          1          Gd
## 1123            1          Gd            5        Typ          1          Po
## 1124            1          Gd            6        Typ          1          Gd
## 1125            1          Gd            4        Typ          1          Gd
## 1126            1          TA            6        Typ          1          TA
## 1127            0          TA            4        Typ          0        <NA>
## 1128            1          TA            5        Typ          1          Po
## 1129            1          Gd            5        Typ          2          TA
## 1130            1          Gd            7        Typ          1          Gd
## 1131            1          Gd            7        Typ          0        <NA>
## 1132            1          Ex            6        Typ          1          Gd
## 1133            1          Gd            6        Typ          0        <NA>
## 1134            1          Gd            5        Typ          0        <NA>
## 1135            1          Gd            6        Typ          1          Ex
## 1136            1          TA            7        Typ          1          TA
## 1137            1          Gd           10        Typ          1          Gd
## 1138            1          Ex            8        Typ          1          Gd
## 1139            1          TA            9       Min1          0        <NA>
## 1140            1          TA            3        Typ          0        <NA>
## 1141            1          TA            5        Typ          0        <NA>
## 1142            1          TA            4        Typ          0        <NA>
## 1143            1          TA            5        Typ          0        <NA>
## 1144            1          TA            6        Typ          0        <NA>
## 1145            1          Gd            4        Typ          1          Fa
## 1146            1          TA            6        Typ          1          TA
## 1147            1          Gd            6        Mod          2          TA
## 1148            1          TA            6        Typ          1          Gd
## 1149            1          TA            5        Typ          0        <NA>
## 1150            1          TA            6        Typ          0        <NA>
## 1151            1          TA            6        Typ          0        <NA>
## 1152            1          TA            4        Typ          0        <NA>
## 1153            1          TA            5        Typ          0        <NA>
## 1154            1          TA            5        Typ          0        <NA>
## 1155            1          Gd            5        Typ          2          TA
## 1156            1          TA            7        Typ          1          TA
## 1157            1          Ex            4       Min1          2          Gd
## 1158            1          TA            8        Typ          1          TA
## 1159            1          TA            6        Typ          1          TA
## 1160            1          TA            7        Typ          1          TA
## 1161            1          TA            7        Typ          1          TA
## 1162            1          Gd            7        Typ          1          Gd
## 1163            1          Gd            9        Typ          1          Gd
## 1164            1          Gd            9        Typ          0        <NA>
## 1165            1          TA            6        Typ          1          TA
## 1166            1          TA            5        Typ          0        <NA>
## 1167            1          Ex           11        Typ          1          Gd
## 1168            1          Ex           10        Typ          1          Ex
## 1169            1          Gd           11        Typ          1          Gd
## 1170            1          Ex           11        Typ          1          Gd
## 1171            1          Ex           10        Typ          1          Gd
## 1172            1          Gd            7        Typ          1          Gd
## 1173            1          Ex            8        Typ          2          Gd
## 1174            1          TA            5        Typ          1          TA
## 1175            1          TA            8        Typ          1          TA
## 1176            1          TA            5        Typ          1          Fa
## 1177            1          Gd            8        Typ          1          Ex
## 1178            1          Gd            8        Typ          1          TA
## 1179            1          TA            6        Typ          0        <NA>
## 1180            1          TA            5        Typ          0        <NA>
## 1181            1          Gd            4        Typ          0        <NA>
## 1182            1          TA            6        Typ          0        <NA>
## 1183            1          Gd            7       Min1          1          Fa
## 1184            1          TA            6        Typ          0        <NA>
## 1185            1          TA            5        Typ          0        <NA>
## 1186            1          TA            6        Typ          0        <NA>
## 1187            1          TA            4        Typ          1          Po
## 1188            1          TA            6        Typ          1          TA
## 1189            1          TA            4        Typ          0        <NA>
## 1190            1          TA            6        Typ          1          TA
## 1191            1          Ex           11        Typ          1          Gd
## 1192            1          Gd            6        Typ          1          Gd
## 1193            1          Gd            8        Typ          0        <NA>
## 1194            1          Ex            7        Typ          1          Gd
## 1195            1          Ex           10        Typ          1          Gd
## 1196            1          Ex            8        Typ          1          Gd
## 1197            1          Ex            8        Typ          1          Gd
## 1198            1          Gd           10        Typ          1          Gd
## 1199            1          Ex           10        Typ          1          Gd
## 1200            1          Gd            6        Typ          1          Gd
## 1201            1          Ex            7        Typ          1          Gd
## 1202            1          Gd            9        Typ          1          TA
## 1203            1          Ex            6        Typ          1          Gd
## 1204            1          Ex            6        Typ          1          Gd
## 1205            1          Gd            6        Typ          1          Gd
## 1206            1          Gd            8        Typ          1          Gd
## 1207            1          Gd            8        Typ          0        <NA>
## 1208            1          Gd            6        Typ          0        <NA>
## 1209            1          Gd            9        Typ          1          Gd
## 1210            1          Gd            8        Typ          0        <NA>
## 1211            1          Gd            6        Typ          1          Gd
## 1212            1          Gd            5        Typ          1          TA
## 1213            1          Gd            7        Typ          1          TA
## 1214            1          Gd            6        Typ          0        <NA>
## 1215            1          Gd            7        Typ          1          Gd
## 1216            1          TA            9        Typ          1          TA
## 1217            1          Gd            8        Typ          0        <NA>
## 1218            1          Gd            7        Typ          1          Ex
## 1219            1          Gd            7        Typ          1          TA
## 1220            1          Ex            9        Typ          1          TA
## 1221            1          Gd            9        Typ          1          Ex
## 1222            1          Ex           11        Typ          1          TA
## 1223            1          Gd            9        Typ          1          TA
## 1224            1          Gd            8        Typ          1          TA
## 1225            1          Gd            8        Typ          1          Gd
## 1226            1          Gd            6        Typ          1          Gd
## 1227            1          Gd            7        Typ          0        <NA>
## 1228            1          Gd            5        Typ          0        <NA>
## 1229            1          Ex           11        Typ          1          Gd
## 1230            1          Gd            7        Typ          0        <NA>
## 1231            1          Gd            5        Typ          0        <NA>
## 1232            1          Gd            6        Typ          0        <NA>
## 1233            1          Gd            6        Typ          0        <NA>
## 1234            1          Gd            8        Typ          0        <NA>
## 1235            1          Gd            7        Typ          0        <NA>
## 1236            1          TA            7        Typ          0        <NA>
## 1237            1          Gd            7        Typ          0        <NA>
## 1238            1          Gd            5        Typ          0        <NA>
## 1239            1          Gd            5        Typ          0        <NA>
## 1240            1          Gd            6        Typ          0        <NA>
## 1241            1          TA            6        Typ          0        <NA>
## 1242            2          TA           10        Typ          0        <NA>
## 1243            1          TA            6       Min1          1          TA
## 1244            1          TA            5        Typ          0        <NA>
## 1245            1          TA            5        Typ          0        <NA>
## 1246            1          TA            5        Typ          0        <NA>
## 1247            1          TA            5        Typ          0        <NA>
## 1248            1          TA            6        Typ          0        <NA>
## 1249            1          TA            6        Typ          1          Po
##      GarageType GarageYrBlt GarageFinish GarageCars GarageArea GarageQual
## 1        Attchd        1961          Unf          1        730         TA
## 2        Attchd        1958          Unf          1        312         TA
## 3        Attchd        1997          Fin          2        482         TA
## 4        Attchd        1998          Fin          2        470         TA
## 5        Attchd        1992          RFn          2        506         TA
## 6        Attchd        1993          Fin          2        440         TA
## 7        Attchd        1992          Fin          2        420         TA
## 8        Attchd        1998          Fin          2        393         TA
## 9        Attchd        1990          Unf          2        506         TA
## 10       Attchd        1970          Fin          2        525         TA
## 11       Attchd        1999          Fin          2        511         TA
## 12       Detchd        1971          Unf          1        264         TA
## 13       Detchd        1997          Unf          1        320         TA
## 14       Attchd        1975          Unf          2        440         TA
## 15       Attchd        1975          Unf          1        308         TA
## 16       Attchd        2009          Fin          3        751         TA
## 17       Attchd        2009          RFn          3        868         TA
## 18       Attchd        2005          Fin          3        730         TA
## 19       Attchd        2005          RFn          3        678         TA
## 20       Attchd        2003          Fin          3        958         TA
## 21       Attchd        2002          Fin          3        756         TA
## 22       Attchd        2006          RFn          2        484         TA
## 23       Attchd        2005          Fin          2        430         TA
## 24       Attchd        2006          Fin          2        437         TA
## 25      BuiltIn        2004          Fin          2        400         TA
## 26      BuiltIn        2004          Fin          2        433         TA
## 27       Attchd        1998          Fin          3        962         TA
## 28       Attchd        2005          RFn          3        880         TA
## 29       Attchd        2009          RFn          2        676         TA
## 30       Attchd        2005          Fin          2        528         TA
## 31       Attchd        2004          RFn          2        484         TA
## 32       Detchd        1920          Unf          1        429         TA
## 33       Attchd        1974          Fin          2        461         TA
## 34       Attchd        1993          RFn          3        762         TA
## 35       Attchd        1992          RFn          3        713         TA
## 36       Attchd        2004          Fin          2        506         TA
## 37       Attchd        2004          RFn          2        588         TA
## 38       Detchd        2004          RFn          2        480         TA
## 39       Detchd        2004          RFn          2        480         TA
## 40       Detchd        2005          RFn          2        480         TA
## 41       Detchd        2000          Unf          2        440         TA
## 42       Attchd        2003          RFn          2        496         TA
## 43       Attchd        2010          RFn          3        852         TA
## 44       Attchd        2000          RFn          2        592         TA
## 45       Attchd        2002          RFn          2        596         TA
## 46       Attchd        1967          RFn          2        535         TA
## 47       Attchd        1993          Unf          2        660         TA
## 48       Attchd        1978          RFn          2        678         TA
## 49       Attchd        1971          RFn          2        441         TA
## 50       Attchd        1966          RFn          2        490         TA
## 51       Attchd        1966          RFn          2        504         TA
## 52       Attchd        1967          RFn          2        517         TA
## 53       Attchd        1964          Unf          2        480         TA
## 54         <NA>          NA         <NA>          0          0       <NA>
## 55       Detchd        1994          Unf          2        400         TA
## 56       Attchd        1949          Unf          2        470         TA
## 57       Attchd        1966          Unf          1        315         TA
## 58       Attchd        1958          Unf          2        576         TA
## 59       Attchd        2003          RFn          2        620         TA
## 60       Attchd        1959          RFn          1        308         TA
## 61       Attchd        1959          RFn          1        312         TA
## 62       Attchd        1956          Unf          2        440         TA
## 63       Attchd        1956          Unf          1        263         TA
## 64       Detchd        1952          Unf          1        318         TA
## 65       Attchd        1955          Unf          1        305         TA
## 66       Attchd        1958          Unf          1        264         TA
## 67       Detchd        1989          Unf          2        676         TA
## 68       Detchd        1950          Unf          1        280         TA
## 69       Detchd        1960          RFn          2        484         TA
## 70       Attchd        1963          RFn          2        440         TA
## 71      Basment        1900          Unf          1        240         TA
## 72         <NA>          NA         <NA>          0          0       <NA>
## 73       Detchd        1957          Unf          2        551         TA
## 74       Detchd        1938          Unf          1        240         Fa
## 75       Detchd        1948          Unf          1        240         TA
## 76       Detchd        1962          Unf          1        315         TA
## 77       Detchd        1928          Unf          2        780         Fa
## 78       Detchd        1930          Unf          1        288         TA
## 79       Detchd        2003          Unf          2        624         TA
## 80         <NA>          NA         <NA>          0          0       <NA>
## 81       Detchd        1970          Unf          2        624         TA
## 82       Detchd        1950          Unf          1        363         TA
## 83       Detchd        1928          Unf          1        315         TA
## 84       Detchd        1926          Unf          1        200         Fa
## 85       Detchd        1939          Unf          1        240         TA
## 86       Detchd        1973          Unf          2        576         TA
## 87       Detchd        1942          Unf          1        240         TA
## 88       Detchd        1948          Unf          1        312         TA
## 89       Detchd        1979          Fin          2        624         TA
## 90       Detchd        1930          Unf          2        480         TA
## 91       Detchd        1923          Unf          1        288         TA
## 92       Detchd        1915          Unf          2        572         TA
## 93         <NA>          NA         <NA>          0          0       <NA>
## 94       Detchd        1920          Unf          1        180         TA
## 95       Attchd        1959          Unf          1        365         TA
## 96       Detchd        1917          Unf          1        180         Fa
## 97         <NA>          NA         <NA>          0          0       <NA>
## 98       Detchd        1940          Unf          1        231         TA
## 99         <NA>          NA         <NA>          0          0       <NA>
## 100      Detchd        1910          Unf          2        450         TA
## 101        <NA>          NA         <NA>          0          0       <NA>
## 102      Detchd        1966          Unf          1        416         TA
## 103      Detchd        1969          Unf          1        280         TA
## 104      Attchd        1978          Fin          2        591         TA
## 105      Attchd        1968          Unf          2        480         TA
## 106      Attchd        1977          RFn          2        690         TA
## 107      Detchd        1945          Unf          2        440         TA
## 108      Attchd        1978          Fin          2        522         TA
## 109      Attchd        1938          RFn          1        480         TA
## 110      Attchd        1987          Unf          1        467         TA
## 111      Detchd        1947          Unf          1        209         Fa
## 112      Attchd        1954          Fin          1        366         TA
## 113      Attchd        2009          RFn          2        572         TA
## 114      Detchd        1964          Unf          2        504         TA
## 115      Attchd        1987          RFn          2        528         Gd
## 116      2Types        2000          RFn          4       1017         TA
## 117      Attchd        2009          RFn          2        615         TA
## 118      Detchd        1957          Unf          2        484         TA
## 119      Attchd        1998          Unf          2        580         Gd
## 120      Attchd        1997          RFn          2        513         TA
## 121      Attchd        1977          Unf          1        308         TA
## 122      Detchd        1977          Unf          2        484         TA
## 123      Attchd        2003          RFn          3        850         TA
## 124      Attchd        1997          Fin          2        621         TA
## 125      Attchd        2003          Fin          2        420         TA
## 126      Detchd        1945          Unf          1        240         TA
## 127      Detchd        1954          Unf          1        319         TA
## 128      Attchd        1968          RFn          1        336         TA
## 129      Detchd        1956          Unf          2        480         TA
## 130      Detchd        1975          Unf          1        352         TA
## 131        <NA>          NA         <NA>          0          0       <NA>
## 132      Detchd        1979          Unf          1        260         TA
## 133      Detchd        1939          Unf          2        399         TA
## 134        <NA>          NA         <NA>          0          0       <NA>
## 135        <NA>          NA         <NA>          0          0       <NA>
## 136      Attchd        1941          Unf          1        312         TA
## 137      Detchd        1950          Unf          2        484         TA
## 138     BuiltIn        1994          RFn          2        473         TA
## 139      Attchd        1989          Fin          2        598         TA
## 140      Attchd        1989          Unf          2        531         TA
## 141      Detchd        1951          Unf          1        200         Fa
## 142      Detchd        1950          Unf          1        625         TA
## 143      Detchd        1896          RFn          1        330         TA
## 144      Attchd        2004          Fin          2        525         TA
## 145      Attchd        1998          Unf          3        741         TA
## 146      Attchd        1977          Unf          2        473         TA
## 147      2Types        1976          Unf          2        776         TA
## 148      Attchd        2008          Fin          3        660         TA
## 149      Attchd        2010          RFn          2        520         TA
## 150     BuiltIn        2007          Fin          2        400         TA
## 151      Attchd        1965          Unf          2        528         TA
## 152      Attchd        2004          RFn          2        624         TA
## 153      Attchd        2001          Unf          2        686         TA
## 154      Attchd        1973          RFn          1        253         TA
## 155        <NA>          NA         <NA>          0          0       <NA>
## 156        <NA>          NA         <NA>          0          0       <NA>
## 157      Attchd        1972          Unf          1        286         TA
## 158      Detchd        1971          Unf          1        352         TA
## 159      Attchd        1984          Unf          2        495         TA
## 160      Attchd        1985          Unf          2        616         TA
## 161      Detchd        1993          Unf          2        576         TA
## 162      Attchd        1969          Fin          1        275         TA
## 163      Attchd        1994          Unf          2        482         TA
## 164      Attchd        1993          Fin          2        616         TA
## 165      Attchd        1956          Unf          1        502         TA
## 166      Attchd        1974          RFn          2        528         TA
## 167      Attchd        1997          Fin          2        470         TA
## 168     BuiltIn        2003          Fin          3        632         TA
## 169     BuiltIn        1996          Fin          2        390         TA
## 170      Attchd        2004          Fin          2        564         TA
## 171      Attchd        1998          Fin          2        495         TA
## 172      Attchd        1995          RFn          2        528         TA
## 173     BuiltIn        1998          Fin          2        396         TA
## 174      Attchd        1998          Fin          2        440         TA
## 175      Attchd        1994          Fin          2        409         TA
## 176      Attchd        1993          Unf          2        430         TA
## 177      Attchd        1977          Unf          2        567         TA
## 178      Attchd        1978          RFn          2        529         TA
## 179      Attchd        1978          RFn          2        484         TA
## 180     BuiltIn        1980          RFn          2        441         TA
## 181      Attchd        1978          Fin          2        479         TA
## 182      Attchd        2003          RFn          2        581         TA
## 183      Attchd        2000          Fin          2        588         TA
## 184      Attchd        2002          RFn          2        565         TA
## 185      Attchd        1975          RFn          2        478         TA
## 186      Attchd        1974          RFn          2        528         TA
## 187      Attchd        1975          Unf          2        506         TA
## 188      Attchd        1970          RFn          2        477         TA
## 189      Attchd        1971          Unf          1        336         TA
## 190      Detchd        2001          Unf          2        576         TA
## 191      Detchd        1986          Unf          2        576         TA
## 192      Detchd        1973          Unf          1        264         TA
## 193      Detchd        1972          Unf          1        288         TA
## 194      Detchd        1976          RFn          2        440         TA
## 195      Attchd        1975          RFn          2        440         TA
## 196      Attchd        1977          Unf          2        440         TA
## 197      Detchd        1978          Unf          2        440         TA
## 198      Attchd        1978          Fin          2        440         TA
## 199      Attchd        1976          Unf          1        345         TA
## 200      Attchd        1966          RFn          2        656         TA
## 201     BuiltIn        2007          Fin          3        754         TA
## 202      Attchd        2009          RFn          3        864         TA
## 203      Attchd        2008          RFn          3        896         TA
## 204      Attchd        2007          Fin          3        762         TA
## 205      Attchd        2008          RFn          3        834         TA
## 206      Attchd        2004          Fin          3        932         TA
## 207     BuiltIn        2007          Fin          3        640         TA
## 208      Attchd        2008          RFn          3        927         TA
## 209      Attchd        2006          Fin          3        700         TA
## 210      Attchd        2008          Fin          3        850         TA
## 211      Attchd        2003          Fin          2        583         TA
## 212      Attchd        2003          Fin          3        886         TA
## 213     BuiltIn        2003          Fin          3        730         TA
## 214      Attchd        2006          RFn          3        871         TA
## 215      Attchd        2005          RFn          2        484         TA
## 216      Attchd        2005          RFn          2        624         TA
## 217      Attchd        2008          RFn          2        484         TA
## 218      Attchd        2004          Fin          3        949         TA
## 219      Attchd        2003          Fin          3        685         TA
## 220      Attchd        2008          Fin          2        649         TA
## 221      Attchd        2008          RFn          2        539         TA
## 222      Attchd        2002          RFn          3        701         TA
## 223      Attchd        2003          RFn          2        478         TA
## 224      Attchd        2005          Fin          2        390         TA
## 225      Attchd        2005          Fin          2        392         TA
## 226      Attchd        2005          Fin          2        397         TA
## 227     BuiltIn        2004          Fin          2        400         TA
## 228     BuiltIn        2004          Fin          2        436         TA
## 229      Attchd        2004          Fin          2        434         TA
## 230      Attchd        2003          Fin          2        400         TA
## 231      Attchd        2003          Fin          2        393         TA
## 232     BuiltIn        2002          Fin          3        644         TA
## 233     BuiltIn        2004          Fin          2        400         TA
## 234      Attchd        2000          Fin          2        394         TA
## 235     BuiltIn        1999          RFn          2        400         TA
## 236     BuiltIn        1999          Fin          3        658         TA
## 237     BuiltIn        1999          Fin          2        410         TA
## 238     BuiltIn        2000          RFn          3        810         TA
## 239      Attchd        1994          Fin          3        815         TA
## 240      Attchd        1995          Fin          2        647         TA
## 241      Attchd        1993          RFn          2        623         TA
## 242      Attchd        2008          RFn          3        972         TA
## 243      Attchd        2008          Fin          3        726         TA
## 244      Attchd        2007          RFn          3        844         TA
## 245      Attchd        2006          Fin          2        492         TA
## 246      Attchd        2005          Fin          3        795         TA
## 247      Attchd        2008          Fin          2        529         TA
## 248      Attchd        2008          RFn          2        625         TA
## 249      Attchd        2008          RFn          3        984         TA
## 250      Attchd        2006          RFn          2        692         TA
## 251      Attchd        2006          Fin          3        782         TA
## 252      Attchd        2009          Fin          2        517         TA
## 253      Attchd        2006          RFn          3        711         TA
## 254      Attchd        2003          RFn          2        588         TA
## 255      Attchd        2003          RFn          2        628         TA
## 256      Detchd        2007          RFn          2        576         TA
## 257      Detchd        2006          RFn          2        484         TA
## 258        <NA>          NA         <NA>          0          0       <NA>
## 259     BuiltIn        2004          RFn          2        478         TA
## 260      Attchd        2004          RFn          3        845         TA
## 261      Detchd        2005          Unf          2        576         TA
## 262        <NA>          NA         <NA>          0          0       <NA>
## 263      Detchd        2004          Unf          2        576         TA
## 264      Attchd        2008          RFn          3        788         TA
## 265      Attchd        1997          RFn          2        559         TA
## 266      Attchd        1992          RFn          2        528         TA
## 267      Attchd        1990          RFn          2        542         TA
## 268      Attchd        1994          RFn          2        495         TA
## 269      Attchd        1986          RFn          2        465         TA
## 270      Attchd        1981          Unf          2        612         TA
## 271      Detchd        1969          Unf          2        400         TA
## 272      Detchd        1982          Unf          2        732         TA
## 273      Attchd        1961          Unf          1        440         TA
## 274      Attchd        1965          Unf          1        288         TA
## 275      Attchd        1963          RFn          1        300         TA
## 276      Attchd        1962          Unf          1        252         TA
## 277      Attchd        1980          RFn          3        864         TA
## 278      Attchd        1991          Unf          2        524         TA
## 279     BuiltIn        2004          Fin          3        704         TA
## 280      Attchd        2008          Fin          2        561         TA
## 281      Attchd        2008          Fin          2        641         TA
## 282      Detchd        2000          Unf          2        440         TA
## 283      Detchd        1999          Unf          2        506         TA
## 284      Attchd        1977          Fin          2        642         TA
## 285      Attchd        1981          RFn          2        540         TA
## 286      Attchd        1976          Unf          2        527         TA
## 287      Attchd        1974          RFn          2        784         TA
## 288      Attchd        1967          RFn          2        515         TA
## 289      Attchd        1969          RFn          2        502         TA
## 290      Attchd        1969          Unf          1        336         TA
## 291      Attchd        1977          RFn          2        520         TA
## 292      Attchd        1967          Fin          1        312         TA
## 293      Attchd        1967          Unf          2        440         TA
## 294      Attchd        1974          RFn          2        498         TA
## 295      Attchd        1971          RFn          2        495         TA
## 296      Detchd        1988          Unf          2        396         TA
## 297      Detchd        1960          Unf          1        308         TA
## 298      Attchd        1982          RFn          3        768         TA
## 299      Detchd        1956          Unf          2        576         TA
## 300      Attchd        1961          RFn          2        610         TA
## 301      Detchd        1964          Unf          2        520         TA
## 302      Attchd        1965          Fin          2        549         TA
## 303     BuiltIn        1961          Fin          2        368         TA
## 304      Attchd        1955          RFn          1        330         TA
## 305      Attchd        1967          Unf          2        550         Gd
## 306      Attchd        1961          RFn          2        530         TA
## 307      Attchd        1966          Unf          2        542         TA
## 308      Attchd        1956          RFn          1        286         TA
## 309      Attchd        1960          Unf          2        441         TA
## 310      Attchd        1959          Unf          1        297         TA
## 311      Attchd        1956          RFn          1        304         TA
## 312      Attchd        1955          Unf          1        350         TA
## 313      Attchd        1956          Unf          1        294         TA
## 314      Detchd        1958          Unf          2        495         TA
## 315      Attchd        1954          Unf          1        297         TA
## 316     Basment        1951          Unf          2        480         TA
## 317      Detchd        1945          Unf          1        240         TA
## 318      Attchd        1952          Unf          1        230         TA
## 319      Attchd        1953          Fin          1        616         TA
## 320      Attchd        1948          Unf          2        410         TA
## 321      Attchd        1950          Fin          1        246         TA
## 322      Attchd        1958          Unf          1        366         Fa
## 323      Detchd        1939          Unf          2        720         TA
## 324      Detchd        1940          Unf          1        281         TA
## 325      Detchd        1987          Unf          1        264         TA
## 326      Detchd        1954          Unf          2        528         TA
## 327      Detchd        2008          Unf          2        624         TA
## 328        <NA>          NA         <NA>          0          0       <NA>
## 329      Detchd        1980          Fin          2        576         TA
## 330      Detchd        1959          Unf          1        320         TA
## 331      Attchd        1969          RFn          3        907         TA
## 332      Attchd        1963          Unf          1        364         TA
## 333      Attchd        1967          RFn          2        480         TA
## 334      Detchd        1985          Unf          2        480         TA
## 335      Detchd        1957          Unf          1        308         TA
## 336     Basment        1958          RFn          1        384         TA
## 337      Detchd        1989          Unf          2        900         TA
## 338      Attchd        1958          RFn          1        294         TA
## 339      Detchd        1952          Unf          1        240         TA
## 340      Attchd        1959          RFn          1        288         TA
## 341      Detchd        1949          Unf          1        384         TA
## 342      Detchd        1994          Unf          2        576         TA
## 343      Attchd        1964          Unf          2        483         TA
## 344      Attchd        1978          Unf          2        564         TA
## 345      Attchd        1963          RFn          1        264         TA
## 346      Detchd        1920          Unf          1        162         Fa
## 347      Detchd        1920          Unf          2        324         Fa
## 348      Detchd        1959          Unf          2        472         Fa
## 349        <NA>          NA         <NA>          0          0       <NA>
## 350      Detchd        1939          Unf          2        400         TA
## 351        <NA>          NA         <NA>          0          0       <NA>
## 352        <NA>          NA         <NA>          0          0       <NA>
## 353      Detchd        1950          Unf          1        308         TA
## 354      Detchd        1920          Unf          2        288         TA
## 355      Detchd        1965          Unf          1        308         TA
## 356      Detchd        1963          Unf          1        287         TA
## 357      Detchd        1974          Unf          2        720         TA
## 358      Detchd        1930          Unf          1        357         TA
## 359      Attchd        1917          Unf          1        280         TA
## 360        <NA>          NA         <NA>          0          0       <NA>
## 361      Detchd        1920          Unf          1        207         Fa
## 362      Detchd        1950          Unf          3        640         TA
## 363        <NA>          NA         <NA>          0          0       <NA>
## 364     BuiltIn        1923          Unf          1        216         Fa
## 365      Detchd        1955          Unf          1        336         TA
## 366      Attchd        1924          Fin          1        320         TA
## 367      Detchd        1926          Unf          1        264         TA
## 368      Detchd        1938          Unf          1        250         Fa
## 369      Detchd        1982          Unf          5       1184         Fa
## 370      Detchd        1930          Unf          2        576         Fa
## 371      Detchd        1915          Unf          1        216         TA
## 372        <NA>          NA         <NA>          0          0       <NA>
## 373      Attchd        1927          Unf          1        316         TA
## 374      Attchd        1915          Unf          1        379         TA
## 375        <NA>          NA         <NA>          0          0       <NA>
## 376      Detchd        1927          Unf          1        384         Fa
## 377        <NA>          NA         <NA>          0          0       <NA>
## 378      Detchd        1915          Unf          1        308         TA
## 379     CarPort        1946          Unf          1        220         TA
## 380        <NA>          NA         <NA>          0          0       <NA>
## 381      Detchd        1960          Unf          1        252         TA
## 382      Detchd        1934          Unf          1        226         Po
## 383      Attchd        1984          Fin          1        668         TA
## 384     Basment        1978          Fin          2        504         TA
## 385      Attchd        1961          Unf          1        384         TA
## 386      Attchd        1960          RFn          2        480         TA
## 387      Attchd        1956          Unf          1        336         TA
## 388        <NA>          NA         <NA>          0          0       <NA>
## 389      Attchd        1980          Unf          2        498         Fa
## 390      Attchd        1956          Unf          1        340         TA
## 391      Detchd        1946          Unf          1        240         TA
## 392      Detchd        1954          RFn          1        252         TA
## 393      Attchd        1984          Fin          1        266         TA
## 394      Attchd        1990          Unf          2        462         TA
## 395      Attchd        1983          Unf          2        576         TA
## 396      Attchd        1993          RFn          2        473         TA
## 397      Attchd        1900          Unf          2        576         TA
## 398      Detchd        1979          Unf          2        720         TA
## 399      Attchd        1979          Unf          2        400         TA
## 400      Detchd        1979          Unf          2        672         TA
## 401      Attchd        1979          Unf          2        400         TA
## 402     BuiltIn        2000          Fin          4        820         TA
## 403     BuiltIn        2000          Fin          4        820         TA
## 404     BuiltIn        2000          Fin          4        820         TA
## 405      Attchd        2009          Fin          3       1138         TA
## 406      Attchd        2008          RFn          3        846         TA
## 407      Attchd        2008          RFn          3        904         TA
## 408      Attchd        2007          RFn          2        524         TA
## 409      Attchd        2007          RFn          2        662         TA
## 410      Attchd        2008          RFn          3        810         TA
## 411      Attchd        2005          Fin          3        844         TA
## 412      Attchd        2005          Fin          2        440         TA
## 413      Attchd        1992          Unf          2        525         TA
## 414      Attchd        1995          RFn          1        440         TA
## 415      Attchd        1998          Fin          2        539         TA
## 416      Attchd        1998          RFn          2        492         TA
## 417      Attchd        2002          RFn          2        577         TA
## 418      Attchd        2001          RFn          2        608         TA
## 419      Attchd        1978          Unf          1        343         TA
## 420      Attchd        1979          Unf          2        444         TA
## 421      Attchd        2002          RFn          3       1231         TA
## 422     BuiltIn        2003          RFn          2        570         TA
## 423      Attchd        2002          RFn          2        550         TA
## 424      Attchd        2001          RFn          2        608         TA
## 425      Attchd        1999          Fin          2        521         TA
## 426      Attchd        2002          Fin          2        523         TA
## 427      Attchd        1997          Unf          2        511         TA
## 428      Attchd        2007          RFn          3        810         TA
## 429     BuiltIn        2007          Fin          2        440         TA
## 430      2Types        1968          Fin          1        544         TA
## 431     Basment        2005          Fin          2        525         TA
## 432      Detchd        1959          Unf          1        320         TA
## 433      Attchd        1950          RFn          1        195         TA
## 434        <NA>          NA         <NA>          0          0       <NA>
## 435      Attchd        1956          Unf          1        313         TA
## 436      Detchd        1940          Unf          1        256         TA
## 437     Basment        1938          Unf          1        250         TA
## 438      Detchd        1926          Unf          1        180         Fa
## 439      Detchd        1916          Unf          2        440         TA
## 440      Detchd        1918          Unf          1        215         Fa
## 441      Detchd        1961          Unf          2        440         TA
## 442      Attchd        1960          Unf          1        307         TA
## 443      Detchd        1940          Unf          2        400         TA
## 444      Attchd        1954          Unf          1        390         TA
## 445      Attchd        1960          Fin          2        463         TA
## 446      Attchd        1949          Unf          1        295         TA
## 447     Basment        1954          Unf          2        576         TA
## 448      Detchd        1980          Unf          2        452         TA
## 449      Attchd        1980          Fin          2        462         TA
## 450      Attchd        1980          Fin          2        462         TA
## 451     BuiltIn        1986          Fin          2        501         TA
## 452      Attchd        1971          Fin          2        551         TA
## 453      Detchd        1998          Unf          2        576         TA
## 454      Detchd        1940          Unf          1        200         TA
## 455      Attchd        2007          Fin          2        482         TA
## 456      Detchd        1975          Unf          1        280         TA
## 457     BuiltIn        2000          Fin          3        642         TA
## 458      Attchd        1977          Unf          1        351         TA
## 459      Attchd        1977          RFn          2        541         TA
## 460      Detchd        1991          Unf          2        672         TA
## 461      Attchd        2008          Fin          3        780         TA
## 462      Attchd        2008          Fin          3        885         TA
## 463     BuiltIn        1980          Fin          2        440         TA
## 464      Attchd        1987          Fin          2        578         TA
## 465      Attchd        2003          Fin          2        486         TA
## 466      Attchd        2007          Fin          3        920         TA
## 467      Attchd        1968          Unf          1        384         TA
## 468      Attchd        1969          Unf          2        504         TA
## 469      Detchd        1998          Unf          1        336         TA
## 470      Attchd        1993          Fin          1        429         TA
## 471      Detchd        1998          Unf          2        698         TA
## 472      Detchd        2001          Unf          2        440         TA
## 473      Attchd        1969          RFn          2        898         TA
## 474      Attchd        1997          Fin          2        470         TA
## 475     BuiltIn        1995          Fin          2        420         TA
## 476      Attchd        1998          Fin          2        472         TA
## 477      Attchd        1996          Fin          2        386         TA
## 478      Attchd        1996          Unf          2        404         TA
## 479      Attchd        1997          Fin          2        528         TA
## 480      Attchd        1992          RFn          2        506         TA
## 481      Attchd        1998          Fin          2        460         TA
## 482      Attchd        1991          Fin          2        416         TA
## 483      Attchd        1989          RFn          2        462         TA
## 484     BuiltIn        2005          Fin          3        683         TA
## 485      Attchd        2004          Fin          3        670         TA
## 486      Attchd        1952          Unf          2        495         TA
## 487      Attchd        2007          RFn          2        557         TA
## 488      Attchd        1950          RFn          2        738         TA
## 489      Attchd        1988          RFn          2        528         TA
## 490      Attchd        1983          Unf          2        598         TA
## 491      Attchd        1978          Fin          2        550         TA
## 492      Attchd        1979          Fin          2        551         TA
## 493      Attchd        1976          Fin          2        461         TA
## 494      Attchd        1980          Unf          2        489         TA
## 495      Detchd        1969          Unf          2        484         TA
## 496      Attchd        1978          Fin          4       1314         TA
## 497      Attchd        1976          Unf          2        473         TA
## 498      Attchd        1996          RFn          3        787         TA
## 499      Detchd        1982          Unf          2        480         TA
## 500      Attchd        1969          Unf          1        288         TA
## 501      Detchd        1977          Unf          2        576         TA
## 502      Detchd        1973          Unf          1        264         TA
## 503      Detchd        1975          Unf          1        352         TA
## 504      Detchd        1972          Unf          1        264         TA
## 505      Attchd        1975          RFn          2        460         TA
## 506      Attchd        1977          Unf          2        440         TA
## 507      Attchd        2007          Fin          3        905         TA
## 508      Attchd        2007          Fin          3        650         TA
## 509      Attchd        2007          Fin          3        706         TA
## 510     BuiltIn        2006          Fin          3        850         TA
## 511     BuiltIn        2005          Fin          4       1150         TA
## 512     BuiltIn        2005          Fin          3       1003         TA
## 513     BuiltIn        2007          Fin          3        656         TA
## 514     BuiltIn        2004          Fin          3        756         TA
## 515      Attchd        2003          Fin          3        789         TA
## 516      Attchd        2003          Fin          3        732         TA
## 517      Attchd        2001          Fin          3        746         TA
## 518     BuiltIn        2003          Fin          3        795         TA
## 519      Attchd        2008          Fin          3        870         TA
## 520      Attchd        2005          RFn          2        484         TA
## 521      Attchd        2008          RFn          3        944         TA
## 522      Attchd        2007          Fin          2        550         TA
## 523      Attchd        2007          RFn          2        550         TA
## 524     BuiltIn        2003          RFn          2        474         TA
## 525      Attchd        2003          Fin          3        644         TA
## 526      Attchd        2004          RFn          3        668         TA
## 527      Attchd        2007          Fin          2        428         TA
## 528      Attchd        2004          Fin          2        393         TA
## 529     BuiltIn        2002          Fin          2        400         TA
## 530     BuiltIn        2003          Fin          2        434         TA
## 531      Attchd        2008          RFn          2        484         TA
## 532      Attchd        2000          RFn          2        431         TA
## 533      Attchd        2002          Fin          2        403         TA
## 534     BuiltIn        1999          Fin          2        400         TA
## 535     BuiltIn        1999          Fin          2        450         TA
## 536      Attchd        1997          Fin          2        516         TA
## 537     BuiltIn        2000          RFn          3        687         TA
## 538      Attchd        1998          Fin          3        938         TA
## 539      Attchd        1996          RFn          2        576         TA
## 540      Attchd        1995          RFn          3        751         TA
## 541      Attchd        1993          Fin          3        783         TA
## 542      Attchd        2006          Unf          3        642         TA
## 543     BuiltIn        2007          RFn          3        851         TA
## 544      Attchd        2007          Fin          3        880         TA
## 545      Attchd        2006          Fin          2        480         TA
## 546      Attchd        2008          RFn          2        588         TA
## 547      Attchd        2007          Fin          3        660         TA
## 548      Attchd        2008          Fin          2        462         TA
## 549      Attchd        2003          RFn          2        542         TA
## 550      Attchd        2003          RFn          2        478         TA
## 551        <NA>          NA         <NA>          0          0       <NA>
## 552      Attchd        2007          Fin          2        483         TA
## 553      Attchd        1995          RFn          2        525         TA
## 554      Attchd        1993          RFn          2        474         TA
## 555      Attchd        1994          RFn          2        483         TA
## 556      Attchd        2001          RFn          2        627         TA
## 557      Attchd        1992          Fin          2        506         TA
## 558      Attchd        1963          RFn          1        384         TA
## 559      Detchd        1962          Unf          1        420         TA
## 560      Detchd        1970          Unf          1        308         TA
## 561      Attchd        1963          Unf          1        276         TA
## 562      Attchd        1974          Unf          2        484         TA
## 563      Detchd        1972          Unf          2        490         TA
## 564      Attchd        1990          RFn          2        473         TA
## 565      Attchd        1993          Fin          2        636         TA
## 566      Attchd        2004          RFn          2        495         TA
## 567      Detchd        2005          RFn          2        480         TA
## 568      Detchd        2007          Unf          2        540         TA
## 569      Detchd        1999          Unf          2        440         TA
## 570      Attchd        2000          Fin          2        495         TA
## 571      Attchd        2001          RFn          2        545         TA
## 572      Attchd        2001          Fin          2        588         TA
## 573      Attchd        1999          RFn          2        484         TA
## 574      Detchd        1999          Unf          2        462         TA
## 575      Attchd        2001          Fin          2        546         TA
## 576      Detchd        1999          Unf          2        480         TA
## 577      Detchd        2000          Unf          2        480         TA
## 578      Attchd        1998          Fin          2        846         TA
## 579      Attchd        1995          Fin          2        477         TA
## 580      Attchd        1977          RFn          3        864         TA
## 581      Attchd        1976          RFn          2        550         TA
## 582      Attchd        2002          RFn          2        469         TA
## 583      Attchd        1969          RFn          2        516         TA
## 584      Attchd        1968          RFn          2        512         TA
## 585      Attchd        1967          Unf          2        578         TA
## 586      Detchd        1965          Unf          2        484         TA
## 587      Attchd        1968          Unf          2        470         TA
## 588      Detchd        1978          Unf          2        576         TA
## 589      Detchd        1987          Unf          2        576         TA
## 590      Attchd        1971          Fin          2        464         TA
## 591      Attchd        1956          RFn          1        267         TA
## 592      Attchd        1961          RFn          2        451         TA
## 593      Attchd        1960          RFn          1        264         TA
## 594     Basment        1937          Unf          1        231         Fa
## 595      Attchd        1960          RFn          2        450         TA
## 596      Attchd        1950          RFn          1        264         TA
## 597      Attchd        1953          RFn          1        312         TA
## 598      Attchd        1966          RFn          2        480         TA
## 599      Attchd        1957          RFn          1        292         TA
## 600      Attchd        1959          RFn          1        480         TA
## 601      Attchd        1958          RFn          2        441         TA
## 602      Attchd        1956          RFn          1        384         TA
## 603      Attchd        1952          Unf          1        240         TA
## 604      Detchd        1971          Unf          2        636         TA
## 605      Detchd        1953          Unf          2        400         TA
## 606      Attchd        1957          Fin          2        540         TA
## 607      Attchd        1957          Fin          1        301         TA
## 608      Detchd        1958          Unf          2        484         TA
## 609      Detchd        1948          Unf          1        390         Fa
## 610      Detchd        1932          Unf          1        288         Fa
## 611      Detchd        1997          Unf          1        308         TA
## 612      Detchd        1968          Unf          4       1488         Fa
## 613      Attchd        1990          Fin          2        372         TA
## 614      Attchd        1958          RFn          2        495         TA
## 615     CarPort        1960          Unf          1        401         TA
## 616      Detchd        1972          Unf          2        576         TA
## 617      Attchd        1959          RFn          1        311         TA
## 618      Attchd        1962          Unf          1        299         TA
## 619      Detchd        1994          Unf          2        576         TA
## 620      Detchd        1954          Unf          1        280         TA
## 621      Attchd        1954          Unf          1        240         TA
## 622        <NA>          NA         <NA>          0          0       <NA>
## 623      Detchd        1955          Unf          2        480         TA
## 624      Attchd        1954          Unf          1        350         TA
## 625      Attchd        1963          Unf          1        264         TA
## 626      Detchd        2008          Unf          1        308         TA
## 627      Detchd        1948          Unf          2        400         TA
## 628      Attchd        1910          Unf          1        330         Fa
## 629      Detchd        1950          Unf          1        256         TA
## 630      Detchd        1915          Unf          1        308         Fa
## 631        <NA>          NA         <NA>          0          0       <NA>
## 632      Detchd        1958          Unf          2        440         TA
## 633      Detchd        1920          Unf          1        225         Fa
## 634        <NA>          NA         <NA>          0          0       <NA>
## 635      Detchd        1940          Unf          2        828         TA
## 636      Detchd        1930          Unf          1        200         Fa
## 637        <NA>          NA         <NA>          0          0       <NA>
## 638      Detchd        1959          Unf          3        869         TA
## 639      Detchd        1949          Unf          1        297         Fa
## 640        <NA>          NA         <NA>          0          0       <NA>
## 641      Detchd        1950          Unf          2        420         Fa
## 642      Detchd        1935          Unf          1        288         TA
## 643      Detchd        1961          Unf          1        308         TA
## 644      2Types        1930          Unf          2        393         TA
## 645        <NA>          NA         <NA>          0          0       <NA>
## 646      Detchd        1920          Unf          2        400         Fa
## 647      Detchd        1950          Unf          2        342         TA
## 648      Detchd        1959          Unf          1        308         TA
## 649      Detchd        1959          Unf          1        308         TA
## 650      Detchd        1992          Unf          1        288         TA
## 651      Attchd        1945          Unf          1        252         TA
## 652      Detchd        1950          Unf          1        240         TA
## 653      Detchd        1941          Unf          1        240         TA
## 654      Detchd        1926          Unf          1        200         Fa
## 655      Detchd        1940          Unf          1        240         TA
## 656      Detchd        1924          Unf          2        370         TA
## 657      Detchd        2004          Unf          1        672         TA
## 658      Detchd        1939          Unf          1        240         TA
## 659      Detchd        1926          Unf          1        160         Fa
## 660     BuiltIn        1920          RFn          1        355         Fa
## 661      Detchd        1946          Unf          1        280         TA
## 662      Detchd        1990          Unf          1        336         TA
## 663      Attchd        1925          Unf          1        164         TA
## 664      Detchd        1939          Unf          2        400         TA
## 665      Detchd        1960          Unf          2        576         TA
## 666      Detchd        1970          Unf          2        672         TA
## 667      Detchd          NA         <NA>          1        360       <NA>
## 668      Detchd        1910          Unf          1        228         Fa
## 669      Detchd        1930          Unf          2        440         TA
## 670      Detchd        1952          Unf          1        308         TA
## 671      Detchd        1938          Unf          2        400         TA
## 672      Detchd        1950          Unf          2        400         Fa
## 673      Detchd        1993          Unf          2        320         TA
## 674      Detchd        1985          Unf          1        384         TA
## 675      Detchd        1997          Unf          2        576         TA
## 676        <NA>          NA         <NA>          0          0       <NA>
## 677      Detchd        1947          Unf          1        240         TA
## 678      Detchd        1996          Unf          2        440         TA
## 679      Attchd        1978          Unf          2        484         TA
## 680      Attchd        1967          RFn          1        294         TA
## 681     Basment        1978          Fin          2        504         TA
## 682      Attchd        1967          RFn          1        270         TA
## 683      Attchd        1984          Unf          2        506         TA
## 684     CarPort        1920          Unf          2        400         TA
## 685      Attchd        1963          Fin          1        300         TA
## 686      Attchd        1956          Unf          2        621         TA
## 687     Basment        1960          Unf          2        626         TA
## 688      2Types        1973          Unf          3        627         TA
## 689      2Types        1979          Unf          3        912         TA
## 690      Attchd        1979          Fin          2        478         TA
## 691      Attchd        1948          Unf          1        249         TA
## 692        <NA>          NA         <NA>          0          0       <NA>
## 693      Attchd        1956          Unf          1        322         TA
## 694        <NA>          NA         <NA>          0          0       <NA>
## 695      Detchd        1962          Unf          1        280         TA
## 696     BuiltIn        1995          Fin          2        614         TA
## 697      Attchd        1994          RFn          2        534         TA
## 698      Attchd        1993          RFn          2        453         TA
## 699      Attchd        1996          Fin          2        472         TA
## 700     BuiltIn        2007          Fin          2        484         TA
## 701      Attchd        2007          RFn          3        864         TA
## 702      Attchd        2008          RFn          3       1348         Gd
## 703      Attchd        2008          Fin          3        874         TA
## 704      Attchd        1995          Fin          3        811         TA
## 705      Attchd        1966          Unf          2        438         TA
## 706      Detchd        1997          Unf          2        528         TA
## 707      Attchd        1997          RFn          2        558         TA
## 708      Attchd        1997          RFn          2        600         TA
## 709      Attchd        2000          RFn          2        532         TA
## 710      Attchd        2000          RFn          2        626         TA
## 711      Attchd        1978          Unf          2        528         TA
## 712      Detchd        1985          Unf          2        576         TA
## 713      Attchd        1975          Fin          2        440         TA
## 714      Attchd        2001          RFn          2        570         TA
## 715     BuiltIn        2001          Fin          3        725         TA
## 716      Attchd        2002          RFn          3        715         TA
## 717     BuiltIn        2003          RFn          2        596         TA
## 718      Attchd        1999          Unf          2        560         TA
## 719      Attchd        2004          RFn          2        420         TA
## 720      Attchd        1998          Unf          3        721         TA
## 721      Attchd        2004          Unf          2        470         TA
## 722      Attchd        2007          RFn          3        814         TA
## 723      Attchd        2007          RFn          2        610         TA
## 724      Attchd        1966          Unf          1        264         TA
## 725     BuiltIn        1976          RFn          2        504         Fa
## 726      Detchd        1991          Unf          2        480         TA
## 727      Attchd        1977          RFn          2        542         TA
## 728      Attchd        1976          Fin          2        440         TA
## 729      Attchd        1959          Unf          2        624         TA
## 730        <NA>          NA         <NA>          0          0       <NA>
## 731        <NA>          NA         <NA>          0          0       <NA>
## 732        <NA>          NA         <NA>          0          0       <NA>
## 733        <NA>          NA         <NA>          0          0       <NA>
## 734        <NA>          NA         <NA>          0          0       <NA>
## 735      Attchd        1953          RFn          1        286         TA
## 736     Basment        1954          Unf          1        312         TA
## 737      Detchd        1923          Unf          1        205         TA
## 738      Attchd        1921          Unf          1        312         TA
## 739      Detchd        1930          Unf          2        480         TA
## 740      Detchd        2001          Unf          1        369         TA
## 741      Detchd        1994          Unf          2        400         TA
## 742      Detchd        1925          Unf          1        180         TA
## 743      Attchd        1980          Unf          2        599         TA
## 744      Detchd        1937          Unf          1        240         TA
## 745      Detchd        1938          Unf          1        225         TA
## 746      Attchd        1951          Fin          1        344         TA
## 747      Detchd        1935          Fin          2        786         Fa
## 748      Attchd        1994          Fin          2        506         TA
## 749      Attchd        1956          Unf          2        484         TA
## 750      Detchd        1980          Unf          2        462         TA
## 751      Detchd        1926          Unf          1        195         TA
## 752      Detchd        1940          Unf          1        240         TA
## 753        <NA>          NA         <NA>          0          0       <NA>
## 754      Attchd        1967          Unf          1        288         TA
## 755      Detchd        1934          RFn          1        360         TA
## 756      Attchd        1958          Fin          1        356         TA
## 757      Attchd        1952          Unf          2        487         Fa
## 758      Detchd        1895          Unf          1        185         Fa
## 759      Detchd        1910          Unf          1        195         Po
## 760      Detchd        1920          Unf          1        216         Fa
## 761      Attchd        2007          Fin          2        525         TA
## 762      Attchd        2004          Fin          2        482         TA
## 763      Attchd        1996          Fin          3        786         TA
## 764      Attchd        1996          Unf          3        816         TA
## 765      Attchd        1976          Unf          2        484         TA
## 766      Attchd        1991          Unf          2        432         TA
## 767      Attchd        1986          Fin          2        512         TA
## 768      Attchd        2007          Fin          3        788         TA
## 769      Attchd        2007          Fin          2        612         TA
## 770     BuiltIn        2007          Fin          2        400         TA
## 771      Attchd        2008          Fin          3        666         TA
## 772      Attchd        1989          Unf          2        438         TA
## 773      Attchd        1986          Unf          2        578         TA
## 774      Attchd        2003          Fin          2        467         TA
## 775      Attchd        1999          RFn          2        435         TA
## 776      Attchd        2007          Fin          2        520         TA
## 777      Attchd        2005          Fin          3        892         TA
## 778      Attchd        1997          Fin          4        784         TA
## 779        <NA>          NA         <NA>          0          0       <NA>
## 780      Attchd        1997          RFn          2        392         TA
## 781      2Types        1964          Fin          3        850         TA
## 782      Attchd        1975          Unf          2        499         TA
## 783      Attchd        1976          Unf          1        336         TA
## 784     BuiltIn        1973          RFn          1        297         TA
## 785     BuiltIn        1973          RFn          1        297         TA
## 786      Attchd        1968          Unf          1        257         TA
## 787        <NA>          NA         <NA>          0          0       <NA>
## 788      Attchd        1983          Unf          1        264         TA
## 789      Attchd        1982          Unf          1        264         TA
## 790      Attchd        1984          Unf          2        484         TA
## 791      Detchd        1900          Unf          1        288         TA
## 792      Attchd        1971          Unf          2        525         TA
## 793     BuiltIn        1997          Fin          2        390         TA
## 794     BuiltIn        1994          Fin          2        398         TA
## 795      Attchd        2000          Fin          2        451         TA
## 796      Attchd        1996          Fin          2        420         TA
## 797      Attchd        1999          Fin          2        482         TA
## 798      Attchd        1992          RFn          2        420         TA
## 799      Attchd        1993          RFn          2        392         TA
## 800      Attchd        1964          Unf          2        480         TA
## 801      Attchd        1988          RFn          2        480         TA
## 802      Attchd        1990          RFn          2        484         TA
## 803     BuiltIn        2005          Fin          3        729         TA
## 804      Attchd        2005          Fin          3       1110         Gd
## 805      2Types        1969          Unf          3        828         TA
## 806      Attchd        2006          Fin          2        556         TA
## 807      Attchd        2006          RFn          2        724         TA
## 808      Attchd        2007          Fin          3        724         TA
## 809      Attchd        1984          Unf          2        480         TA
## 810      Attchd        1981          RFn          2        484         TA
## 811      Attchd        1978          Fin          2        663         TA
## 812      Attchd        1979          Fin          2        481         TA
## 813      Attchd        1984          Fin          2        495         TA
## 814      Attchd        1979          RFn          2        478         TA
## 815      Attchd        1971          Unf          2        944         TA
## 816      Attchd        1976          Fin          2        585         TA
## 817      Attchd        1974          Unf          2        488         TA
## 818      Detchd        1988          Unf          2        576         TA
## 819      Attchd        1970          RFn          1        368         TA
## 820     Basment        1961          Unf          1        270         Fa
## 821      Attchd        2001          Fin          2        511         TA
## 822      Attchd        1997          Fin          2        522         TA
## 823      Detchd        1973          Unf          1        264         TA
## 824      Detchd        1973          Unf          1        264         TA
## 825      Attchd        1978          Unf          1        319         TA
## 826      Detchd        1974          Unf          1        360         TA
## 827      Attchd        2007          Fin          3        730         TA
## 828      Attchd        2006          RFn          3        856         TA
## 829      Attchd        2007          Fin          3        938         TA
## 830      Attchd        2007          RFn          3       1040         TA
## 831     BuiltIn        2006          Fin          3        670         TA
## 832      Attchd        2005          Fin          3        878         TA
## 833      Attchd        2007          Fin          3        932         TA
## 834     BuiltIn        2005          Fin          3        814         TA
## 835      Attchd        2007          Fin          3       1174         TA
## 836      Detchd        2007          Unf          2        728         TA
## 837     BuiltIn        2007          Fin          3        786         TA
## 838      Attchd        2006          Fin          3        843         TA
## 839     BuiltIn        2004          RFn          3        916         TA
## 840      Attchd        2003          Fin          3        818         TA
## 841      Attchd        2007          Fin          3        774         TA
## 842      Attchd        2005          RFn          3        878         TA
## 843      Attchd        2005          RFn          2        554         TA
## 844     BuiltIn        2006          RFn          3        876         TA
## 845      Attchd        2005          RFn          2        631         TA
## 846      Attchd        2005          RFn          2        631         TA
## 847      Attchd        2005          RFn          2        460         TA
## 848      Attchd        2006          RFn          2        627         TA
## 849      Attchd        2005          RFn          2        564         TA
## 850      Attchd        2006          Fin          2        550         TA
## 851      Attchd        2003          RFn          2        478         TA
## 852      Attchd        2007          Unf          2        572         TA
## 853      Attchd        2005          Fin          2        400         TA
## 854     BuiltIn        2007          Fin          2        454         TA
## 855      Attchd        2006          RFn          2        440         TA
## 856     BuiltIn        2007          Unf          3        350         TA
## 857      Attchd        2005          Fin          2        388         TA
## 858      Attchd        2007          Fin          2        440         TA
## 859      Attchd        2007          Fin          2        400         TA
## 860      Attchd        2007          RFn          2        462         TA
## 861      Attchd        2003          Fin          3        630         TA
## 862      Attchd        2007          Fin          2        388         TA
## 863      Attchd        2004          Fin          2        437         TA
## 864     BuiltIn        2004          Fin          2        400         TA
## 865      Attchd        2006          RFn          2        534         TA
## 866     BuiltIn        2003          Fin          2        400         TA
## 867     BuiltIn        2003          Fin          2        434         TA
## 868     BuiltIn        2002          Fin          2        435         TA
## 869      Attchd        2000          RFn          2        442         TA
## 870      Attchd        1999          RFn          2        460         TA
## 871      Attchd        1998          Fin          3        925         TA
## 872      Attchd        1998          Fin          3        806         TA
## 873      Attchd        1998          Fin          3        758         TA
## 874     BuiltIn        1998          Fin          3        600         TA
## 875      Attchd        1992          RFn          2        517         TA
## 876      Attchd        1996          RFn          3        933         TA
## 877      Attchd        2007          Unf          2        605         TA
## 878      Attchd        2007          Unf          3        852         TA
## 879      Attchd        2006          Fin          2        484         TA
## 880      Attchd        2007          Fin          3       1092         TA
## 881      Attchd        2007          Unf          2        480         TA
## 882      Attchd        2005          RFn          2        484         TA
## 883      Attchd        2005          RFn          2        672         TA
## 884      Attchd        2006          RFn          3        574         TA
## 885     BuiltIn        2006          RFn          3        859         TA
## 886      Attchd        2007          RFn          2        598         TA
## 887      Attchd        2007          RFn          2        575         TA
## 888      Attchd        2007          Fin          2        590         TA
## 889      Attchd        2007          Unf          2        561         TA
## 890      Attchd        2007          Fin          3        880         TA
## 891      Attchd        2007          Fin          2        594         TA
## 892      Attchd        2006          Fin          3        658         TA
## 893     BuiltIn        2004          RFn          3        744         TA
## 894        <NA>          NA         <NA>          0          0       <NA>
## 895        <NA>          NA         <NA>          0          0       <NA>
## 896      Detchd        2004          Unf          2        576         TA
## 897      Attchd        2006          RFn          2        566         TA
## 898      Attchd        1993          RFn          2        492         TA
## 899      Attchd        1980          RFn          1        283         TA
## 900      Detchd        1979          Unf          1        308         TA
## 901      Detchd        1991          Fin          2        686         TA
## 902      Attchd        1990          RFn          2        564         TA
## 903      Attchd        1974          RFn          2        431         TA
## 904      Attchd        1973          RFn          2        542         TA
## 905      Attchd        2004          Fin          2        540         TA
## 906      Attchd        2006          Fin          2        484         TA
## 907      Attchd        2006          Fin          2        476         TA
## 908      Attchd        2006          RFn          2        466         TA
## 909      Attchd        2007          Fin          2        528         TA
## 910      Detchd        1999          Unf          2        440         TA
## 911      Detchd        2000          Unf          2        440         TA
## 912      Detchd        1999          Unf          2        625         TA
## 913      Detchd        2003          Unf          2        552         TA
## 914      Attchd        1998          RFn          2       1105         Gd
## 915      Attchd        1994          Fin          2        478         TA
## 916      Attchd        1980          RFn          2        546         Gd
## 917      Attchd        1981          RFn          2        676         TA
## 918      Attchd        1968          RFn          2        412         TA
## 919      Attchd        1970          RFn          2        570         TA
## 920      Attchd        1969          Unf          2        480         TA
## 921      Attchd        1968          Fin          2        528         TA
## 922      Attchd        1972          RFn          2        515         TA
## 923      Attchd        1993          RFn          2        472         TA
## 924      Attchd        1993          Unf          2        473         TA
## 925      Attchd        1966          RFn          2        484         TA
## 926      Attchd        1963          Fin          1        311         TA
## 927      Attchd        1967          RFn          1        308         TA
## 928     CarPort        1964          Unf          3        530         TA
## 929      Detchd        1966          Unf          2        396         TA
## 930      Attchd        1961          RFn          2        440         TA
## 931      Detchd        1985          Fin          2        784         TA
## 932      Detchd        1965          Unf          1        312         TA
## 933      Attchd        1966          RFn          2        440         TA
## 934      Attchd        1965          RFn          2        440         TA
## 935      Attchd        1964          RFn          2        539         TA
## 936      Attchd        1964          RFn          1        286         TA
## 937      Attchd        1959          RFn          2        510         TA
## 938      Attchd        1975          Unf          2        512         TA
## 939        <NA>          NA         <NA>          0          0       <NA>
## 940        <NA>          NA         <NA>          0          0       <NA>
## 941      Detchd        1963          Unf          1        308         TA
## 942      Attchd        1955          Fin          1        288         TA
## 943      Detchd        1968          Unf          3        792         TA
## 944     Basment        1966          Fin          2        432         TA
## 945      Attchd        1961          RFn          2        525         TA
## 946      Attchd        1957          RFn          1        315         TA
## 947      Detchd        1964          Unf          1        308         TA
## 948      2Types        1994          RFn          2        692         TA
## 949      Attchd        1960          RFn          1        336         TA
## 950      Attchd        1957          Unf          2        464         TA
## 951      Attchd        1957          Unf          1        308         TA
## 952      Attchd        1955          RFn          1        310         TA
## 953      Attchd        1955          RFn          1        336         TA
## 954      Detchd        1962          Unf          1        336         TA
## 955      Detchd        1958          Unf          2        484         TA
## 956      Detchd        1952          Unf          2        410         TA
## 957      Attchd        1953          Fin          1        293         TA
## 958      Detchd        1956          Unf          1        252         TA
## 959      Detchd        2002          Unf          1        352         TA
## 960      Attchd        1955          Unf          1        390         TA
## 961      Attchd        1953          Fin          1        280         TA
## 962      Detchd        1952          Unf          1        420         TA
## 963        <NA>          NA         <NA>          0          0       <NA>
## 964      Attchd        1953          Unf          1        371         TA
## 965     BuiltIn        2007          Unf          3       1200         TA
## 966      Detchd        1978          Unf          2        580         TA
## 967        <NA>          NA         <NA>          0          0       <NA>
## 968     BuiltIn        1963          Unf          1        276         TA
## 969      Attchd        1961          Unf          1        240         TA
## 970      Attchd        1968          Unf          1        288         TA
## 971      Attchd        1950          Unf          1        357         TA
## 972      Attchd        1959          RFn          1        286         TA
## 973      Attchd        1958          RFn          1        338         TA
## 974      Attchd        1960          RFn          1        324         TA
## 975      Attchd        1965          Unf          1        351         TA
## 976      Attchd        1961          Fin          1        300         TA
## 977      Detchd        1962          Unf          1        294         TA
## 978      Attchd        1962          RFn          1        288         TA
## 979      Detchd        1981          RFn          2        576         TA
## 980      Detchd        1980          Unf          2        576         TA
## 981      Detchd        1922          Unf          1        184         TA
## 982      Detchd        1920          Unf          1        180         Fa
## 983      Detchd        1940          Unf          2        379         TA
## 984      Detchd        2000          Unf          2        576         TA
## 985      Detchd        1930          Unf          1        252         Fa
## 986      Detchd        1935          Unf          2        342         TA
## 987      Detchd        1992          Unf          2        816         TA
## 988      Detchd        1927          Unf          1        374         TA
## 989      Detchd        1920          Unf          2        480         Fa
## 990      Detchd        1979          Unf          2        468         TA
## 991      Detchd        2004          Unf          1        336         TA
## 992      Attchd        1950          Unf          2        576         TA
## 993      Attchd        1956          Unf          1        331         Fa
## 994      Attchd        1957          RFn          1        384         TA
## 995      Detchd        1969          Unf          1        308         Fa
## 996      Detchd        1950          Unf          1        308         TA
## 997      Detchd        1939          Unf          1        224         Fa
## 998      Attchd        1939          Unf          1        217         TA
## 999      Detchd        1939          Unf          1        240         TA
## 1000     Detchd        1968          Unf          2        528         TA
## 1001     Detchd        1939          Unf          1        280         TA
## 1002     Detchd        1930          Unf          1        230         Fa
## 1003     Detchd        1926          Unf          2        379         TA
## 1004     Detchd        1950          Unf          1        408         TA
## 1005     Detchd        1977          Unf          2        576         TA
## 1006     Detchd        1965          Unf          2        576         TA
## 1007     Attchd        1979          Unf          2        456         TA
## 1008     Detchd        1920          Unf          1        240         TA
## 1009     Detchd        1920          Unf          1        216         TA
## 1010     Attchd        1963          Unf          2        658         TA
## 1011     Detchd        1950          Fin          1        299         TA
## 1012     Detchd        2006          Unf          2        720         TA
## 1013     Detchd        1958          RFn          2        436         TA
## 1014     Detchd        1910          Unf          1        264         TA
## 1015     Attchd        1937          Fin          2        498         TA
## 1016     Detchd        1942          Unf          1        240         TA
## 1017     Detchd        1963          Unf          1        308         TA
## 1018     Detchd        1964          Unf          2        572         TA
## 1019     Detchd        1964          Unf          2        440         TA
## 1020     Detchd        1970          Unf          2        528         TA
## 1021     Attchd        1966          RFn          1        264         TA
## 1022     Detchd        1989          Unf          2        576         TA
## 1023     Attchd        1968          RFn          1        264         TA
## 1024     Detchd        1972          Unf          2        528         TA
## 1025     Detchd        1966          Unf          1        315         TA
## 1026     Attchd        1956          Unf          1        323         TA
## 1027     Attchd        1946          Unf          2        638         TA
## 1028     Attchd        1940          Unf          1        224         TA
## 1029     Attchd        1954          Unf          2        494         TA
## 1030     Attchd        1958          Unf          1        303         TA
## 1031     2Types        1952          Unf          2        460         Fa
## 1032     Attchd        1984          Fin          2        552         TA
## 1033     Detchd        1996          Unf          2        576         TA
## 1034     Detchd        1953          Unf          2        649         TA
## 1035     Attchd        1946          Unf          1        336         TA
## 1036     Attchd        1954          Fin          2        527         TA
## 1037     Attchd        1954          Unf          1        332         TA
## 1038     Attchd        1958          Unf          1        399         TA
## 1039     Detchd        1958          Unf          1        308         TA
## 1040     Attchd        1984          RFn          1        264         TA
## 1041     Detchd        1951          Unf          1        256         TA
## 1042     Attchd        1951          Unf          1        253         TA
## 1043     Detchd        1920          Unf          1        280         Fa
## 1044     Attchd        1984          Unf          2        515         TA
## 1045     Attchd        1994          RFn          2        499         TA
## 1046     Attchd        2007          Fin          3        870         TA
## 1047     Attchd        2006          Fin          3        894         TA
## 1048     Attchd        2007          RFn          3        870         TA
## 1049     Attchd        2005          RFn          3        796         TA
## 1050     Attchd        2005          RFn          2        674         TA
## 1051     Attchd        2005          RFn          2        524         TA
## 1052     Attchd        2005          RFn          2        578         TA
## 1053     Attchd        1988          RFn          2        619         TA
## 1054     Attchd        1976          Fin          2        529         TA
## 1055     Detchd        1995          Unf          2        747         TA
## 1056     Attchd        1997          RFn          2        497         TA
## 1057     Detchd        1995          Unf          1        384         TA
## 1058     Attchd        1996          Unf          1        242         TA
## 1059     Attchd        1999          RFn          2        597         TA
## 1060     Attchd        1998          RFn          2        534         TA
## 1061     Attchd        2001          RFn          2        517         TA
## 1062     Attchd        2000          Fin          2        486         TA
## 1063     Attchd        1974          Unf          2        440         TA
## 1064     Detchd        1979          Unf          2        370         TA
## 1065     Detchd        1977          Unf          2        576         TA
## 1066     Detchd        1977          Unf          2        748         TA
## 1067     Attchd        1977          RFn          1        308         TA
## 1068     Attchd        1975          Unf          2        440         TA
## 1069     Detchd        1977          Fin          2        576         Gd
## 1070     Detchd        1975          Unf          2        728         TA
## 1071     Attchd        2000          RFn          2        583         TA
## 1072     Attchd        2003          RFn          2        610         TA
## 1073     Attchd        2002          Fin          2        542         TA
## 1074     Attchd        1994          Fin          2        484         TA
## 1075     Attchd        2001          Fin          2        560         TA
## 1076     Attchd        1996          RFn          2        608         TA
## 1077     Attchd        1999          RFn          2        482         TA
## 1078     Attchd        2007          RFn          2        552         TA
## 1079     Attchd        2005          RFn          2        578         TA
## 1080     Attchd        2006          Fin          2        437         TA
## 1081     Attchd        2006          RFn          2        484         TA
## 1082     Attchd        2005          Fin          2        400         TA
## 1083     Attchd        1967          Unf          1        384         TA
## 1084     Detchd        2002          Unf          2        520         TA
## 1085     Detchd        1975          Unf          2        576         TA
## 1086     Attchd        1960          Fin          2        622         TA
## 1087     Detchd        1976          Unf          2        528         TA
## 1088     Attchd        1979          Fin          2        579         TA
## 1089    BuiltIn        2005          Fin          2        489         TA
## 1090    Basment        2005          Fin          2        525         TA
## 1091     Detchd        1959          Unf          1        392         TA
## 1092       <NA>          NA         <NA>          0          0       <NA>
## 1093       <NA>          NA         <NA>          0          0       <NA>
## 1094     Detchd        1920          Unf          1        216         TA
## 1095     Detchd        1959          Unf          1        355         TA
## 1096     Detchd        1996          Unf          2        528         TA
## 1097       <NA>          NA         <NA>          0          0       <NA>
## 1098     Detchd        1973          Unf          1        352         TA
## 1099     Detchd        1994          Unf          1        240         TA
## 1100     Detchd        1930          Unf          1        216         TA
## 1101     Detchd        1992          Unf          1        228         TA
## 1102     Detchd        1926          Unf          1        225         TA
## 1103     Detchd        1927          Unf          2        264         TA
## 1104     Attchd        1951          Fin          2        400         TA
## 1105     Detchd        1930          Unf          1        231         Fa
## 1106     Detchd        1966          Unf          2        528         TA
## 1107     Attchd        1960          RFn          2        580         TA
## 1108     Attchd        1968          RFn          2        552         TA
## 1109     Detchd        1980          Unf          2        462         TA
## 1110     Attchd        1996          Unf          2        628         TA
## 1111     Attchd        1988          Unf          2        509         TA
## 1112     Attchd        1971          Fin          2        625         TA
## 1113     Attchd        1986          Fin          2        691         Gd
## 1114     Detchd        1965          Fin          2        720         TA
## 1115       <NA>          NA         <NA>          0          0       <NA>
## 1116     Detchd          NA         <NA>          0          0       <NA>
## 1117     Detchd        1922          Unf          1        100         Fa
## 1118     Detchd        1950          Unf          1        256         TA
## 1119       <NA>          NA         <NA>          0          0       <NA>
## 1120     Detchd        1985          Unf          2        720         TA
## 1121     Detchd        1930          Unf          1        216         TA
## 1122     Attchd        2006          Fin          2        495         TA
## 1123    BuiltIn        1979          RFn          2        486         TA
## 1124     Attchd        2002          Fin          3        650         TA
## 1125     Attchd        2002          RFn          2        576         TA
## 1126     Attchd        1991          Unf          2        506         TA
## 1127     Attchd        1975          Unf          1        360         TA
## 1128     Attchd        1974          Unf          2        528         TA
## 1129     Attchd        1987          Fin          2        512         TA
## 1130     Attchd        1958          RFn          2        461         TA
## 1131     Attchd        2007          Fin          2        433         TA
## 1132     Attchd        2207          RFn          2        502         TA
## 1133     Attchd        1985          Unf          2        528         TA
## 1134     Attchd        2001          Unf          2        471         TA
## 1135     Attchd        2002          Fin          3        692         TA
## 1136     Attchd        1996          Fin          2        571         TA
## 1137    BuiltIn        2003          Fin          2        452         TA
## 1138     Attchd        2006          Fin          3        932         TA
## 1139     2Types        1953          RFn          4       1041         TA
## 1140     Attchd        1996          Fin          2        460         TA
## 1141     Attchd        1972          Unf          1        253         TA
## 1142    BuiltIn        1970          Fin          1        297         TA
## 1143       <NA>          NA         <NA>          0          0       <NA>
## 1144     Attchd        1976          Unf          1        286         TA
## 1145     Attchd        1977          Fin          2        678         TA
## 1146     Attchd        1977          Fin          2        528         TA
## 1147     Attchd        1977          RFn          2        672         TA
## 1148     Attchd        1977          Fin          2        531         TA
## 1149       <NA>          NA         <NA>          0          0       <NA>
## 1150     Attchd        1961          Unf          1        444         TA
## 1151     Attchd        1976          Unf          2        502         TA
## 1152     Attchd        1983          Fin          1        264         TA
## 1153     Attchd        1984          RFn          1        288         TA
## 1154     Attchd        1954          RFn          2        452         TA
## 1155     Attchd        1956          Unf          1        313         TA
## 1156     Attchd        1957          Unf          3        963         TA
## 1157     Attchd        1957          Unf          2        550         TA
## 1158     Attchd        1969          Fin          2        506         TA
## 1159     Attchd        1997          Fin          2        400         TA
## 1160     Attchd        1995          Fin          2        423         TA
## 1161    BuiltIn        1996          Fin          2        443         TA
## 1162     Attchd        2005          Fin          2        527         TA
## 1163     Attchd        2006          Fin          3        773         TA
## 1164     Attchd        1994          Fin          2        618         TA
## 1165     Attchd        1993          Fin          2        402         TA
## 1166     Attchd        1987          RFn          2        461         TA
## 1167    BuiltIn        2005          Fin          3        670         TA
## 1168    BuiltIn        2006          Fin          3        758         TA
## 1169    BuiltIn        2006          Fin          3        675         TA
## 1170     Attchd        2006          RFn          3        736         TA
## 1171    BuiltIn        2005          Fin          3        660         TA
## 1172     Attchd        2005          Fin          2        517         TA
## 1173     Attchd        2005          Unf          3        722         TA
## 1174     Attchd        1980          RFn          2        582         TA
## 1175     Attchd        1978          RFn          2        482         TA
## 1176     Attchd        1976          RFn          2        596         TA
## 1177    BuiltIn        2005          Fin          2        541         TA
## 1178     Attchd        1975          RFn          2        485         TA
## 1179     Attchd        1974          Unf          2        462         TA
## 1180     Detchd        1995          Unf          2        576         TA
## 1181     Attchd        2002          Fin          2        543         TA
## 1182     Detchd        1973          Unf          2        440         TA
## 1183     Attchd        1973          Unf          2        440         TA
## 1184     Detchd        1973          Unf          1        264         TA
## 1185     Detchd        1972          Unf          1        264         TA
## 1186     Detchd        1972          Unf          1        264         TA
## 1187     Attchd        1975          RFn          2        440         TA
## 1188     Attchd        1974          RFn          1        300         TA
## 1189     Attchd        1976          Unf          1        319         TA
## 1190     Attchd        1976          RFn          2        460         TA
## 1191     Attchd        2006          RFn          3        831         TA
## 1192     Attchd        2004          Fin          3        880         TA
## 1193     Attchd        2006          RFn          3        874         TA
## 1194     Attchd        2005          Fin          3       1085         TA
## 1195    BuiltIn        2005          Fin          3        670         TA
## 1196     Attchd        2005          RFn          2        521         TA
## 1197     Attchd        2005          Fin          2        575         TA
## 1198    BuiltIn        2006          Fin          3        672         TA
## 1199    BuiltIn        2005          Fin          3        784         TA
## 1200     Attchd        2005          RFn          3        925         TA
## 1201     Attchd        2004          Fin          3        816         TA
## 1202    BuiltIn        2004          RFn          3        746         TA
## 1203     Attchd        2005          RFn          2        556         TA
## 1204     Attchd        2006          Fin          3        899         TA
## 1205     Attchd        2006          RFn          2        575         TA
## 1206     Attchd        2005          Fin          2        390         TA
## 1207     Attchd        2006          Fin          2        440         TA
## 1208     Attchd        2006          Fin          2        427         TA
## 1209    BuiltIn        2004          Fin          3        632         TA
## 1210     Attchd        2006          Fin          2        440         TA
## 1211     Attchd        2006          Fin          2        437         TA
## 1212     Attchd        2002          Fin          2        398         TA
## 1213     Attchd        2004          Fin          2        388         TA
## 1214     Attchd        2005          Fin          2        440         TA
## 1215     Attchd        2004          Fin          2        433         TA
## 1216     Attchd        2000          Fin          2        431         TA
## 1217     Attchd        2006          RFn          3        617         TA
## 1218     Attchd        1998          Fin          3        885         TA
## 1219    BuiltIn        2000          RFn          3        768         TA
## 1220     Attchd        2000          RFn          3        774         TA
## 1221     Attchd        1995          RFn          3        725         TA
## 1222     Attchd        1993          RFn          3        959         TA
## 1223     Attchd        1994          Fin          3        803         TA
## 1224     Attchd        1993          Fin          3        704         TA
## 1225    BuiltIn        2005          Fin          2        760         TA
## 1226     Attchd        2006          RFn          3        928         TA
## 1227     Attchd        2006          Fin          2        510         TA
## 1228     Attchd        2006          RFn          2        584         TA
## 1229     Attchd        2006          RFn          3        792         TA
## 1230     Attchd        2005          RFn          2        615         TA
## 1231       <NA>          NA         <NA>          0          0       <NA>
## 1232     Attchd        2005          RFn          2        612         TA
## 1233       <NA>          NA         <NA>          0          0       <NA>
## 1234     Attchd        2005          Fin          2        462         TA
## 1235     Attchd        2005          RFn          2        449         TA
## 1236     Attchd        1997          RFn          2        688         TA
## 1237     Attchd        1992          RFn          2        462         TA
## 1238     Attchd        1990          RFn          2        542         TA
## 1239     Attchd        1991          RFn          2        484         TA
## 1240     Attchd        1994          Fin          2        472         TA
## 1241     Detchd        1977          Unf          2        624         TA
## 1242     Attchd        1977          RFn          2        528         TA
## 1243     Detchd        1972          Unf          2        576         TA
## 1244     Attchd        1965          Unf          1        310         TA
## 1245     Attchd        1968          Unf          1        294         TA
## 1246     Detchd        1990          Unf          2        484         TA
## 1247     Attchd        1965          Unf          1        308         TA
## 1248       <NA>          NA         <NA>          0          0       <NA>
## 1249     Attchd        1967          Unf          1        288         TA
##      GarageCond PavedDrive WoodDeckSF OpenPorchSF EnclosedPorch X3SsnPorch
## 1            TA          Y        140           0             0          0
## 2            TA          Y        393          36             0          0
## 3            TA          Y        212          34             0          0
## 4            TA          Y        360          36             0          0
## 5            TA          Y          0          82             0          0
## 6            TA          Y        157          84             0          0
## 7            TA          Y        483          21             0          0
## 8            TA          Y          0          75             0          0
## 9            TA          Y        192           0             0          0
## 10           TA          Y        240           0             0          0
## 11           TA          Y        203          68             0          0
## 12           TA          Y        275           0             0          0
## 13           TA          Y          0           0             0          0
## 14           TA          Y        173           0             0          0
## 15           TA          Y          0          30             0          0
## 16           TA          Y        144         133             0          0
## 17           TA          Y          0          35             0          0
## 18           TA          Y        192          74             0          0
## 19           TA          Y          0         119             0          0
## 20           TA          Y        220         150             0          0
## 21           TA          Y        238         130             0          0
## 22           TA          Y        120          49             0          0
## 23           TA          Y         36          23             0          0
## 24           TA          Y        100         116             0          0
## 25           TA          Y        100           0             0          0
## 26           TA          Y        144          48             0          0
## 27           TA          Y         23         172             0          0
## 28           TA          Y        144           0             0          0
## 29           TA          Y          0         136             0          0
## 30           TA          Y          0         102             0          0
## 31           TA          Y        144          68             0          0
## 32           TA          Y        121           0            80          0
## 33           TA          Y        296           0           186          0
## 34           TA          Y         32         130             0          0
## 35           TA          Y        198          30             0          0
## 36           TA          Y        168          50             0          0
## 37           TA          Y          0         111             0          0
## 38           TA          Y          0         172             0          0
## 39           TA          Y          0         172             0          0
## 40           TA          Y          0         166             0          0
## 41           TA          Y          0          32             0          0
## 42           TA          Y          0          50             0          0
## 43           TA          Y        160         192             0        224
## 44           TA          Y        280         184             0          0
## 45           TA          Y        277         137             0          0
## 46           TA          Y          0          76             0          0
## 47           TA          Y        224          32             0          0
## 48           TA          Y          0          69             0          0
## 49           TA          Y          0          78             0          0
## 50           TA          Y          0         224             0          0
## 51           TA          Y          0           0           120          0
## 52           TA          Y          0          40             0          0
## 53           TA          Y          0         172             0          0
## 54         <NA>          Y          0           0             0          0
## 55           TA          Y          0           0             0          0
## 56           TA          Y          0           0           150          0
## 57           TA          Y        238           0             0          0
## 58           TA          Y         42           0             0          0
## 59           TA          Y        252          73             0          0
## 60           TA          Y          0           0             0          0
## 61           TA          Y          0          21             0          0
## 62           TA          Y          0          28             0          0
## 63           TA          Y          0           0             0          0
## 64           TA          Y          0           0             0          0
## 65           TA          Y          0           0           205          0
## 66           TA          Y          0           0             0          0
## 67           TA          N          0           0             0          0
## 68           TA          Y        414           0             0          0
## 69           TA          Y          0           0             0          0
## 70           TA          Y        657           0           113          0
## 71           TA          Y         84           0             0          0
## 72         <NA>          P         51           0           135          0
## 73           TA          Y          0           0             0          0
## 74           TA          N          0           0             0          0
## 75           TA          Y          0         100           126          0
## 76           TA          Y          0           0           334          0
## 77           Fa          N          0           0             0          0
## 78           TA          Y         54         228           246          0
## 79           TA          N          0         108             0          0
## 80         <NA>          N          0          18            18          0
## 81           TA          Y          0           0             0          0
## 82           TA          Y          0           0             0          0
## 83           TA          Y          0           0            60          0
## 84           TA          P        135           0            41          0
## 85           TA          Y          0           0           128          0
## 86           TA          Y          0           0             0          0
## 87           TA          Y          0           0            35          0
## 88           TA          P        221           0            48          0
## 89           TA          P        306           0            32          0
## 90           TA          Y          0          10             0          0
## 91           TA          Y          0           0           128          0
## 92           TA          Y        160           0           364          0
## 93         <NA>          N        344           0             0          0
## 94           TA          Y          0           0           112          0
## 95           TA          Y          0         132             0          0
## 96           Fa          N          0           0           248          0
## 97         <NA>          N          0           0           168          0
## 98           TA          Y          0           0            45          0
## 99         <NA>          N          0           0           239          0
## 100          Fa          P         56         144             0          0
## 101        <NA>          Y          0          58             0          0
## 102          TA          Y          0           0             0          0
## 103          TA          Y        226           0             0          0
## 104          TA          Y          0           0             0          0
## 105          TA          Y        192          38             0          0
## 106          TA          Y        496           0             0          0
## 107          TA          N         80           0             0          0
## 108          TA          Y        336         104             0          0
## 109          TA          Y          0           0            60          0
## 110          TA          Y          0          52            52          0
## 111          TA          Y          0           0             0          0
## 112          TA          Y        240           0             0          0
## 113          TA          Y          0           0             0          0
## 114          Fa          N          0         144             0          0
## 115          Gd          Y          0         278             0          0
## 116          TA          Y        450          92             0          0
## 117          TA          Y          0          54             0          0
## 118          TA          N          0          59             0          0
## 119          TA          Y         71           0             0          0
## 120          TA          Y          0          39             0          0
## 121          TA          Y        316          85             0          0
## 122          TA          Y          0           0             0          0
## 123          TA          Y        188          25             0          0
## 124          TA          Y        331          38             0          0
## 125          TA          Y        140           0             0          0
## 126          TA          N          0           0             0          0
## 127          TA          Y         60           0            56          0
## 128          TA          Y        257           0           168          0
## 129          Fa          P          0           0             0          0
## 130          TA          Y          0           0             0          0
## 131        <NA>          Y          0           0             0          0
## 132          TA          Y          0           0            36          0
## 133          TA          Y          0           0             0          0
## 134        <NA>          Y          0           0             0          0
## 135        <NA>          N          0         156             0          0
## 136          TA          Y          0           0            86          0
## 137          TA          Y          0           0             0          0
## 138          TA          Y          0           0             0          0
## 139          TA          Y        141          36             0          0
## 140          TA          Y        112          81             0          0
## 141          Fa          N          0           0             0          0
## 142          TA          Y          0          56             0          0
## 143          TA          N          0           0           265          0
## 144          TA          Y        128          53             0          0
## 145          TA          Y          0          70             0          0
## 146          TA          Y        375          26             0          0
## 147          TA          Y          0           0             0          0
## 148          TA          Y        100          48             0          0
## 149          TA          Y          0          25             0          0
## 150          TA          Y        100           0             0          0
## 151          TA          Y          0           0             0          0
## 152          TA          Y          0           0             0          0
## 153          TA          Y        328           0             0          0
## 154          TA          Y        174           0            56          0
## 155        <NA>          Y        200          26             0          0
## 156        <NA>          Y          0           0             0          0
## 157          TA          Y          0           0            64          0
## 158          TA          Y          0           0             0          0
## 159          TA          Y        431           0             0          0
## 160          Fa          Y        200           0             0          0
## 161          TA          Y         22           0             0          0
## 162          TA          Y        287           0           280          0
## 163          TA          Y        129          64           222          0
## 164          TA          Y        162         312             0          0
## 165          TA          Y          0           0             0          0
## 166          TA          Y         80          21             0          0
## 167          TA          Y        252          30             0          0
## 168          TA          Y        120          46             0          0
## 169          TA          Y         48          72             0          0
## 170          TA          Y        182          57             0          0
## 171          TA          Y        168          43             0          0
## 172          TA          Y         52          50             0          0
## 173          TA          Y        256           0             0          0
## 174          TA          Y          0          84             0          0
## 175          TA          Y          0          46             0          0
## 176          TA          Y          0          21             0          0
## 177          TA          P          0         176             0          0
## 178          TA          Y        192         192             0          0
## 179          TA          Y        252          55             0          0
## 180          TA          Y        178          84             0          0
## 181          TA          Y          0           0             0          0
## 182          TA          Y          0          35             0          0
## 183          TA          Y          0         134             0          0
## 184          TA          Y        225          48             0          0
## 185          TA          Y          0           0             0          0
## 186          TA          Y          0           0             0          0
## 187          TA          Y         40           0             0          0
## 188          TA          Y          0          45             0          0
## 189          TA          Y          0           0             0          0
## 190          TA          Y        210           0             0          0
## 191          TA          Y        200           0             0          0
## 192          TA          Y          0           0             0          0
## 193          TA          Y          0           0             0          0
## 194          TA          Y        108           0             0          0
## 195          TA          Y          0          27             0          0
## 196          TA          Y          0          28             0          0
## 197          TA          Y        108           0             0          0
## 198          TA          Y        147           0             0          0
## 199          TA          Y        150          20             0          0
## 200          TA          Y          0         162             0          0
## 201          TA          Y        135          64             0          0
## 202          TA          Y          0         197             0          0
## 203          TA          Y        192          98             0          0
## 204          TA          Y        360          50             0          0
## 205          TA          Y        319          90             0          0
## 206          TA          Y         99          82             0          0
## 207          TA          Y        192         273             0          0
## 208          TA          Y        168          45             0          0
## 209          TA          Y        184          52             0          0
## 210          TA          Y        200          26             0          0
## 211          TA          Y        165         190             0          0
## 212          TA          Y          0         116             0          0
## 213          TA          Y        114          40             0          0
## 214          TA          Y        230          60             0          0
## 215          TA          Y        192          36             0          0
## 216          TA          Y        170          63             0          0
## 217          TA          Y        192          26             0          0
## 218          TA          Y        226         235             0          0
## 219          TA          Y        208          55             0          0
## 220          TA          Y        231          90             0          0
## 221          TA          Y        192          42             0          0
## 222          TA          Y        218         183             0          0
## 223          TA          Y        148          36             0          0
## 224          TA          Y        100           0             0          0
## 225          TA          Y         36          20             0          0
## 226          TA          Y        100          16             0          0
## 227          TA          Y        100           0             0          0
## 228          TA          Y        120          48             0          0
## 229          TA          Y        300          48             0          0
## 230          TA          Y          0          75             0          0
## 231          TA          Y        100          56             0          0
## 232          TA          Y          0          48             0          0
## 233          TA          Y          0           0             0          0
## 234          TA          Y          0          72             0          0
## 235          TA          Y          0           0             0          0
## 236          TA          Y        298           0             0          0
## 237          TA          Y          0           0             0          0
## 238          TA          Y        252          30             0          0
## 239          TA          Y        182          56             0          0
## 240          TA          Y        296         102           209          0
## 241          TA          Y        173         165             0          0
## 242          TA          Y        120          56             0          0
## 243          TA          Y        144          44             0          0
## 244          TA          Y          0          69             0          0
## 245          TA          Y        297          50             0          0
## 246          TA          Y         70         226             0          0
## 247          TA          Y          0         121             0          0
## 248          TA          Y        205         126             0          0
## 249          TA          Y        212         136             0          0
## 250          TA          Y          0         140             0          0
## 251          TA          Y        168          45             0          0
## 252          TA          Y          0         175             0          0
## 253          TA          Y        168         120             0          0
## 254          TA          Y        192          88             0          0
## 255          TA          Y          0          45             0          0
## 256          TA          Y          0         178             0          0
## 257          TA          Y        182           0             0          0
## 258        <NA>          Y          0          50             0          0
## 259          TA          Y        146          91             0          0
## 260          TA          Y        210          36             0          0
## 261          TA          Y        248         102             0          0
## 262        <NA>          Y          0          39             0          0
## 263          TA          Y          0          42             0          0
## 264          TA          Y          0          93             0          0
## 265          TA          Y          0          74             0          0
## 266          TA          Y          0          91             0          0
## 267          TA          Y          0          60             0          0
## 268          TA          Y        140          32             0          0
## 269          TA          Y          0          48             0          0
## 270          TA          Y          0           0             0          0
## 271          TA          Y          0          28             0          0
## 272          TA          Y          0         312             0          0
## 273          TA          Y        158           0             0          0
## 274          TA          Y        171           0             0          0
## 275          TA          Y          0           0             0          0
## 276          TA          Y          0           0             0          0
## 277          TA          Y        462           0             0        255
## 278          TA          Y        502          60             0          0
## 279          TA          Y          0         177             0          0
## 280          TA          Y          0         254             0          0
## 281          TA          Y          0         169             0          0
## 282          TA          Y          0          32             0          0
## 283          TA          Y          0          34             0          0
## 284          TA          Y        501         120             0        225
## 285          TA          Y        228          20           218          0
## 286          TA          Y          0          64             0          0
## 287          TA          Y        297          40             0          0
## 288          TA          Y          0         120             0          0
## 289          TA          Y        312          11             0          0
## 290          TA          Y          0           0             0          0
## 291          TA          Y        321          72             0          0
## 292          TA          Y          0           0             0          0
## 293          TA          Y        160          40             0          0
## 294          TA          Y          0          77             0          0
## 295          TA          Y          0          20             0          0
## 296          TA          Y          0           0             0        360
## 297          TA          Y          0           0             0          0
## 298          TA          Y          0           0            84          0
## 299          TA          Y          0          99             0          0
## 300          TA          Y        172          28             0          0
## 301          TA          Y          0          32             0          0
## 302          TA          Y          0          40           264          0
## 303          TA          Y         85           0             0          0
## 304          TA          Y          0          70             0          0
## 305          TA          Y          0          67           260          0
## 306          TA          Y          0          49             0          0
## 307          TA          Y          0         110             0          0
## 308          TA          Y        257           0             0          0
## 309          TA          Y          0           0           203          0
## 310          TA          Y        156           0             0          0
## 311          TA          Y          0          35           120          0
## 312          TA          Y        280           0             0          0
## 313          TA          Y          0         189           140          0
## 314          Fa          Y          0           0             0          0
## 315          TA          Y          0           0             0          0
## 316          TA          Y          0           0             0          0
## 317          TA          Y          0           0             0          0
## 318          TA          Y          0           0             0          0
## 319          TA          Y        208           0           100          0
## 320          TA          Y          0           0           134          0
## 321          TA          Y        126           0             0          0
## 322          TA          Y          0          90             0          0
## 323          TA          Y        187           0           128          0
## 324          TA          N          0           0           168          0
## 325          TA          N          0           0             0          0
## 326          TA          Y          0           0           432          0
## 327          TA          Y          0           0           112          0
## 328        <NA>          N          0          81             0          0
## 329          TA          N          0           0             0          0
## 330          TA          Y          0          30             0          0
## 331          TA          Y          0           0             0          0
## 332          TA          Y          0           0             0          0
## 333          TA          Y          0           0           156          0
## 334          TA          Y          0           0            42          0
## 335          TA          Y          0           0             0          0
## 336          TA          Y          0          28            64          0
## 337          TA          Y          0           0             0          0
## 338          TA          Y          0           0             0          0
## 339          TA          Y          0          68             0          0
## 340          TA          Y          0           0             0          0
## 341          TA          Y          0         204             0          0
## 342          TA          Y        180          36             0          0
## 343          TA          Y          0          55             0          0
## 344          TA          Y          0          40             0          0
## 345          TA          Y          0           0             0          0
## 346          Fa          P         54           0            40          0
## 347          TA          N          0          28           169          0
## 348          TA          N          0           0             0          0
## 349        <NA>          N          0           0           176          0
## 350          TA          Y          0          36             0          0
## 351        <NA>          N          0           0           148          0
## 352        <NA>          N         80           0           244          0
## 353          TA          Y          0          12             0          0
## 354          TA          N          0           0           128          0
## 355          Fa          N          0           0            25          0
## 356          TA          Y          0           0            81          0
## 357          TA          N          0           0           160          0
## 358          TA          Y          0         235             0          0
## 359          TA          N          0         103             0          0
## 360        <NA>          N          0          33             0          0
## 361          TA          Y          0           0           176          0
## 362          TA          Y          0           0           238          0
## 363        <NA>          N          0          36            94          0
## 364          TA          Y        266          61             0          0
## 365          TA          N        244          60             0          0
## 366          TA          Y          0           0            98          0
## 367          TA          Y          0          15            51          0
## 368          TA          Y        189           0            34        150
## 369          TA          P          0           0           105          0
## 370          Fa          Y          0           0           150          0
## 371          TA          N         24          28             0          0
## 372        <NA>          Y          0          56             0          0
## 373          TA          Y          0           0           213          0
## 374          TA          Y          0          24           112          0
## 375        <NA>          N          0         188           102          0
## 376          TA          Y          0           0           148          0
## 377        <NA>          N          0           0           105          0
## 378          TA          Y          0           0           288          0
## 379          TA          Y          0           0            24          0
## 380        <NA>          Y        120           0             0          0
## 381          Fa          N          0           0             0          0
## 382          Po          N          0           0             0          0
## 383          TA          Y          0         215             0          0
## 384          TA          Y          0           0             0          0
## 385          TA          Y        290          40             0          0
## 386          TA          Y          0           0             0          0
## 387          TA          Y        131          28             0          0
## 388        <NA>          N          0           0           100          0
## 389          TA          Y          0           0            90          0
## 390          TA          Y          0           0             0          0
## 391          TA          Y          0          50             0          0
## 392          TA          P        328           0             0          0
## 393          TA          Y          0         105             0          0
## 394          TA          Y        114          36             0          0
## 395          TA          Y          0           0             0          0
## 396          TA          Y        400         100           144          0
## 397          TA          P          0           0             0          0
## 398          TA          Y         73           0             0          0
## 399          TA          Y          0           0             0          0
## 400          TA          Y        120           0             0          0
## 401          TA          Y          0           0             0          0
## 402          TA          Y        312           0             0          0
## 403          TA          Y        312           0             0          0
## 404          TA          Y        312           0             0          0
## 405          TA          Y        185          24             0          0
## 406          TA          Y        208         104             0          0
## 407          TA          Y        192         142             0          0
## 408          TA          Y        154         222             0          0
## 409          TA          Y        168           0             0          0
## 410          TA          Y        168          92             0          0
## 411          TA          Y        144          98             0          0
## 412          TA          Y         36          28             0          0
## 413          TA          Y        150         193             0          0
## 414          TA          Y         66           0             0          0
## 415          TA          Y          0          81             0          0
## 416          TA          Y        150          96             0          0
## 417          TA          Y        144          40             0          0
## 418          TA          Y          0         114             0          0
## 419          TA          Y         72           0             0          0
## 420          TA          Y          0           0             0          0
## 421          TA          Y        262          93             0          0
## 422          TA          Y        192         132             0          0
## 423          TA          Y          0          48             0          0
## 424          TA          Y        256          43             0          0
## 425          TA          Y        135          34             0          0
## 426          TA          Y        194         144             0          0
## 427          TA          Y         60           0             0          0
## 428          TA          Y          0          48             0          0
## 429          TA          Y        100          36             0          0
## 430          TA          Y          0         240             0          0
## 431          TA          Y          0          28             0          0
## 432          TA          Y          0           0             0          0
## 433          TA          Y          0          41           211          0
## 434        <NA>          Y          0           0             0          0
## 435          TA          Y          0           0             0          0
## 436          TA          Y         84           0             0          0
## 437          TA          Y          0           0            55          0
## 438          TA          Y        329          96             0          0
## 439          TA          Y          0           0           180          0
## 440          TA          Y          0         113             0          0
## 441          TA          Y          0          21           150          0
## 442          TA          Y        483           0             0          0
## 443          TA          Y          0           0            57          0
## 444          TA          Y          0           0             0          0
## 445          TA          Y          0         148             0          0
## 446          TA          Y          0           0            81          0
## 447          TA          Y          0         201             0          0
## 448          TA          Y        279           0             0          0
## 449          TA          Y        176           0             0          0
## 450          TA          Y        154           0             0          0
## 451          TA          Y        400         112             0          0
## 452          TA          Y        200         144             0          0
## 453          TA          Y        467         160            78          0
## 454          TA          N          0           0            72          0
## 455          TA          Y        162          53             0        153
## 456          TA          N        119          24             0          0
## 457          TA          Y        210          91             0          0
## 458          TA          Y        319           0             0          0
## 459          TA          Y        302          39             0          0
## 460          TA          Y          0           0             0          0
## 461          TA          Y         90         154             0          0
## 462          TA          Y          0          95             0          0
## 463          TA          Y        305          24             0          0
## 464          TA          Y        224         238             0          0
## 465          TA          Y        124         114             0          0
## 466          TA          Y        308          52             0          0
## 467          TA          Y        144           0             0          0
## 468          TA          Y          0          16             0          0
## 469          TA          Y        138           0             0          0
## 470          TA          Y        280           0             0          0
## 471          TA          Y        100          32             0          0
## 472          TA          Y        150           0             0          0
## 473          TA          Y          0         173           368          0
## 474          TA          Y          0          36             0          0
## 475          TA          Y        192          49             0          0
## 476          TA          Y        100          82             0          0
## 477          TA          Y        168          84             0          0
## 478          TA          Y          0          39             0          0
## 479          TA          Y          0           0             0          0
## 480          TA          Y          0          82             0          0
## 481          TA          Y          0          39             0          0
## 482          TA          Y          0          40             0          0
## 483          TA          Y          0          73           154          0
## 484          TA          Y        192          32             0          0
## 485          TA          Y        214          76             0          0
## 486          TA          Y          0           0           144          0
## 487          TA          Y        156          48             0          0
## 488          TA          Y          0           0           180          0
## 489          TA          Y          0          48             0          0
## 490          TA          Y        152           0             0          0
## 491          TA          Y        200           0             0          0
## 492          TA          Y        467           0             0          0
## 493          TA          Y          0           0             0        174
## 494          TA          Y         28          73             0          0
## 495          TA          Y          0           0             0          0
## 496          Gd          Y          0          16             0          0
## 497          TA          Y          0          24             0          0
## 498          TA          Y        192         180           218          0
## 499          TA          Y          0          45             0          0
## 500          TA          Y         16           0             0          0
## 501          TA          Y          0           0             0          0
## 502          TA          Y         52           0             0          0
## 503          TA          Y        411           0             0          0
## 504          TA          Y          0           0             0          0
## 505          TA          Y          0           0             0          0
## 506          TA          Y          0          38             0          0
## 507          TA          Y        209          95             0          0
## 508          TA          Y        358          78             0          0
## 509          TA          Y        156         207             0          0
## 510          TA          Y        212         182             0          0
## 511          TA          Y         30         200             0          0
## 512          TA          Y        192          63             0          0
## 513          TA          Y        100          24             0          0
## 514          TA          Y        224         142             0          0
## 515          TA          Y        154          65             0          0
## 516          TA          Y        216          28             0          0
## 517          TA          Y          0          60             0          0
## 518          TA          Y        268          58             0          0
## 519          TA          Y          0          48             0          0
## 520          TA          Y          0          33             0          0
## 521          TA          Y        210           0             0          0
## 522          TA          Y          0          35             0          0
## 523          TA          Y          0          35             0          0
## 524          TA          Y          0          27             0          0
## 525          TA          Y        156          20             0          0
## 526          TA          Y        143          20             0          0
## 527          TA          Y        100          24             0          0
## 528          TA          Y          0          75             0          0
## 529          TA          Y        138          48             0          0
## 530          TA          Y        120          48             0          0
## 531          TA          Y        192          26             0          0
## 532          TA          Y        108           0             0          0
## 533          TA          Y        100          35             0          0
## 534          TA          Y        144          44             0          0
## 535          TA          Y          0         103             0          0
## 536          TA          Y          0         131             0          0
## 537          TA          Y        162         153             0          0
## 538          TA          Y        144          33             0          0
## 539          TA          Y        168           0             0          0
## 540          TA          Y        192          87             0          0
## 541          TA          Y        385          99             0          0
## 542          TA          Y          0          26             0          0
## 543          TA          Y        144          60             0          0
## 544          TA          Y        168         108             0          0
## 545          TA          Y          0          20             0          0
## 546          TA          Y        192         113             0          0
## 547          TA          Y        133         120             0          0
## 548          TA          Y        168         168             0          0
## 549          TA          Y        143          66             0          0
## 550          TA          Y        168          68             0          0
## 551        <NA>          Y          0          90             0          0
## 552          TA          Y          0          32             0          0
## 553          TA          Y          0          70             0          0
## 554          TA          Y        144          96             0          0
## 555          TA          Y        144          74             0          0
## 556          TA          Y          0          68             0          0
## 557          TA          Y        192          85             0          0
## 558          TA          Y        145          56             0          0
## 559          TA          Y        132           0             0          0
## 560          TA          Y          0           0             0          0
## 561          TA          Y          0           0             0          0
## 562          TA          Y        117         108           165          0
## 563          TA          Y          0           0            92          0
## 564          TA          Y        237         251             0          0
## 565          TA          Y        294          49             0          0
## 566          TA          Y          0         100             0          0
## 567          TA          Y          0         166             0          0
## 568          TA          Y          0         102             0          0
## 569          TA          Y          0          32             0          0
## 570          TA          Y        230          68             0          0
## 571          TA          Y        277          45             0          0
## 572          TA          Y        155          58             0          0
## 573          TA          Y        124         113             0          0
## 574          TA          Y         20           0             0          0
## 575          TA          Y          0           0             0          0
## 576          TA          Y        169           0             0          0
## 577          TA          Y        169           0             0          0
## 578          TA          Y          0          90             0          0
## 579          TA          Y        172          24             0          0
## 580          TA          Y        140          70            16          0
## 581          TA          Y        280          90             0          0
## 582          TA          Y        144         112             0          0
## 583          TA          Y          0           0             0          0
## 584          TA          Y         25           0             0          0
## 585          TA          Y          0          62           192          0
## 586          TA          Y          0           0             0          0
## 587          TA          Y          0          40             0          0
## 588          TA          Y        233           0             0          0
## 589          TA          Y          0           0             0          0
## 590          TA          Y          0           0             0          0
## 591          TA          Y          0           0            40          0
## 592          TA          Y          0           0             0          0
## 593          TA          Y        290           0             0          0
## 594          TA          Y          0           0             0          0
## 595          TA          Y          0          22             0          0
## 596          TA          Y          0         192             0          0
## 597          TA          Y        120          24             0          0
## 598          TA          Y          0         230             0          0
## 599          TA          Y          0          88             0          0
## 600          TA          Y        150           0             0          0
## 601          TA          Y        490           0             0          0
## 602          TA          Y          0           0             0          0
## 603          TA          Y          0           0             0          0
## 604          TA          Y          0           0             0          0
## 605          TA          Y          0          32             0          0
## 606          TA          Y          0          40             0          0
## 607          TA          Y          0          72             0          0
## 608          TA          Y          0           0             0          0
## 609          TA          N          0           0            66          0
## 610          TA          N         84           0            96          0
## 611          TA          N         88         108             0          0
## 612          TA          N          0           0           100          0
## 613          TA          Y        200          48             0          0
## 614          TA          Y          0         304           144          0
## 615          TA          Y         36          82             0          0
## 616          TA          Y          0           0             0          0
## 617          TA          Y          0         240             0          0
## 618          TA          Y          0           0             0          0
## 619          TA          Y        108           0             0          0
## 620          TA          Y          0           0             0          0
## 621          TA          Y          0           0             0          0
## 622        <NA>          N          0           0             0          0
## 623          TA          Y          0           0             0          0
## 624          TA          Y          0           0             0          0
## 625          TA          Y          0           0             0          0
## 626          TA          Y          0         175             0          0
## 627          TA          Y          0           0             0          0
## 628          TA          Y        192          50             0          0
## 629          TA          Y          0           0             0          0
## 630          Fa          N          0           0           248          0
## 631        <NA>          N          0         172           109          0
## 632          TA          Y        187           0             0          0
## 633          Fa          N          0           0           236          0
## 634        <NA>          N          0          28             0          0
## 635          TA          Y          0           0           126          0
## 636          TA          P          0           0            96          0
## 637        <NA>          N          0         165            30          0
## 638          Gd          Y          0          20             0          0
## 639          TA          Y         76           0           120          0
## 640        <NA>          N          0           0             0          0
## 641          Po          N        192           0            60          0
## 642          TA          Y          0         192             0          0
## 643          TA          N          0           0           139          0
## 644          TA          Y          0           0           219          0
## 645        <NA>          N        240          77             0          0
## 646          Po          N          0          24           144          0
## 647          Fa          Y          0         299             0          0
## 648          TA          N          0           0             0          0
## 649          TA          Y          0           0             0          0
## 650          TA          Y        265           0             0          0
## 651          TA          Y        210           0             0          0
## 652          TA          P          0          30             0          0
## 653          TA          P          0           0             0          0
## 654          TA          Y         38         112             0          0
## 655          TA          Y          0          11             0          0
## 656          TA          Y          0           0            48          0
## 657          TA          Y        272           0             0          0
## 658          TA          Y          0           0             0          0
## 659          TA          Y          0           0           101          0
## 660          TA          Y          0           0           180          0
## 661          TA          Y          0           0             0          0
## 662          TA          Y          0         365            80          0
## 663          TA          P          0          48             0          0
## 664          TA          Y          0          20             0          0
## 665          TA          Y          0         139            55          0
## 666          TA          Y          0         195             0          0
## 667        <NA>          Y         64           0           180          0
## 668          Fa          N          0         182             0          0
## 669          TA          N          0           0            84          0
## 670          TA          Y          0         216            80          0
## 671          TA          Y          0          34             0          0
## 672          Fa          Y          0           0           117          0
## 673          TA          Y          0         132             0          0
## 674          TA          Y          0           0             0          0
## 675          TA          N         40           0             0          0
## 676        <NA>          N         42           0           204          0
## 677          TA          Y          0          60           122          0
## 678          TA          Y         64           0             0          0
## 679          TA          Y        168           0             0          0
## 680          TA          Y        204           0             0          0
## 681          TA          Y        311           0             0          0
## 682          TA          Y          0          90             0          0
## 683          TA          Y        178           0             0          0
## 684          TA          Y          0           0           190          0
## 685          TA          Y        168           0             0          0
## 686          TA          Y        102          89           231          0
## 687          TA          Y         50          84             0          0
## 688          TA          N          0           0             0          0
## 689          TA          Y        143           0             0          0
## 690          TA          Y        140           0             0          0
## 691          TA          Y        135           0             0          0
## 692        <NA>          Y          0          39             0          0
## 693          TA          Y        158           0             0          0
## 694        <NA>          Y          0           0             0          0
## 695          TA          Y          0         236             0          0
## 696          TA          Y         48          32             0          0
## 697          TA          Y        424          40             0          0
## 698          TA          Y        168          98             0          0
## 699          TA          Y        100          33             0          0
## 700          TA          Y        100          24             0          0
## 701          TA          Y        168          30             0          0
## 702          TA          Y          0           0            70          0
## 703          TA          Y        216          36             0          0
## 704          TA          Y        168          42             0          0
## 705          TA          Y        339           0             0          0
## 706          TA          Y        168           0             0          0
## 707          TA          Y        208         110             0          0
## 708          TA          Y          0          96             0          0
## 709          TA          Y          0          70             0          0
## 710          TA          Y        192          36             0          0
## 711          TA          Y        211           0           280          0
## 712          TA          Y          0           0             0          0
## 713          TA          Y        140           0           239          0
## 714          TA          Y          0          84             0          0
## 715          TA          Y        168         116             0          0
## 716          TA          Y        182          35             0          0
## 717          TA          Y          0          57             0          0
## 718          TA          Y        120          29             0          0
## 719          TA          Y        140           0             0          0
## 720          TA          Y        160          67             0          0
## 721          TA          Y          0          35             0          0
## 722          TA          Y          0          24             0          0
## 723          TA          Y          0          50             0          0
## 724          TA          Y        259           0             0          0
## 725          TA          Y        224           0             0          0
## 726          TA          Y          0           0           138          0
## 727          TA          Y        292           0             0          0
## 728          TA          Y          0           0             0          0
## 729          TA          Y          0         372             0          0
## 730        <NA>          N          0           0             0          0
## 731        <NA>          N          0           0             0          0
## 732        <NA>          Y        112           0             0          0
## 733        <NA>          N         42           0             0          0
## 734        <NA>          Y          0           0             0          0
## 735          TA          Y        134           0             0          0
## 736          TA          Y          0           0             0          0
## 737          TA          N          0           0           183          0
## 738          TA          Y          0           0            90          0
## 739          TA          Y        248           0           121          0
## 740          TA          P          0           0             0          0
## 741          TA          Y        424           0             0          0
## 742          TA          P         85          16            41          0
## 743          TA          Y          0         217             0          0
## 744          TA          Y          0          40             0          0
## 745          TA          Y         64           0             0          0
## 746          TA          Y         66         105             0          0
## 747          TA          Y          0           0           207          0
## 748          TA          Y          0          96             0          0
## 749          TA          Y          0          51           224          0
## 750          TA          Y        213           0             0          0
## 751          TA          P          0           0           116          0
## 752          TA          Y          0           0             0          0
## 753        <NA>          Y          0           0            96          0
## 754          TA          Y          0         180             0          0
## 755          TA          Y          0          90             0          0
## 756          TA          Y          0           0             0          0
## 757          Po          N          0           0             0          0
## 758          TA          Y          0         123             0          0
## 759          Fa          N          0           0             0          0
## 760          Fa          N          0          30           160          0
## 761          TA          Y        162          53             0        153
## 762          TA          Y        128          53             0          0
## 763          TA          Y          0          46           192          0
## 764          TA          Y        318          32             0          0
## 765          TA          Y          0           0             0          0
## 766          TA          Y        428         120             0          0
## 767          TA          Y        240           0             0          0
## 768          TA          Y          0          26             0          0
## 769          TA          Y          0         192             0          0
## 770          TA          Y        100           0             0          0
## 771          TA          Y          0          64             0          0
## 772          TA          Y        252           0           192          0
## 773          TA          Y        282           0             0          0
## 774          TA          Y        185          95             0          0
## 775          TA          Y        165          52             0          0
## 776          TA          Y          0         276             0          0
## 777          TA          Y          0         265             0          0
## 778          TA          Y          0           0             0          0
## 779        <NA>          Y          0          52             0          0
## 780          TA          Y          0         122             0          0
## 781          TA          Y          0         119             0          0
## 782          TA          Y          0         100             0          0
## 783          TA          Y         92          26             0          0
## 784          TA          Y        120         101             0          0
## 785          TA          Y          0         101             0        120
## 786          TA          Y         81           0             0          0
## 787        <NA>          Y        187           0             0          0
## 788          TA          Y        315           0             0          0
## 789          TA          Y          0           0             0          0
## 790          TA          Y          0           0             0          0
## 791          Fa          N          0           0             0          0
## 792          TA          Y          0          44             0          0
## 793          TA          Y          0           0             0          0
## 794          TA          Y        256          64             0          0
## 795          TA          Y        256          48             0          0
## 796          TA          Y          0          44             0          0
## 797          TA          Y        188          30             0          0
## 798          TA          Y          0          21             0          0
## 799          TA          Y        290          84             0          0
## 800          TA          P          0         108           246          0
## 801          TA          Y          0         108             0          0
## 802          TA          Y          0          64           140          0
## 803          TA          Y        120          32             0          0
## 804          TA          Y          0         135             0          0
## 805          TA          N        144           0             0          0
## 806          TA          Y          0         164             0          0
## 807          TA          Y        390          80             0          0
## 808          TA          Y        240          52             0          0
## 809          TA          Y          0           0           192          0
## 810          TA          Y        167          72             0          0
## 811          TA          Y          0           0             0          0
## 812          TA          Y        192          72             0          0
## 813          TA          Y        204         103             0          0
## 814          TA          Y        240         141             0          0
## 815          TA          Y          0           0           249          0
## 816          TA          Y        407          36             0          0
## 817          TA          Y          0          96             0          0
## 818          TA          Y        252           0             0          0
## 819          Gd          Y        120           0             0          0
## 820          TA          Y        140           0             0          0
## 821          TA          Y        136          68             0          0
## 822          TA          Y          0          68             0          0
## 823          TA          Y        144           0             0          0
## 824          TA          Y          0          28             0          0
## 825          TA          Y        108          32             0          0
## 826          TA          Y          0           0             0          0
## 827          TA          Y        186          36             0          0
## 828          TA          Y          0         112             0          0
## 829          TA          Y        130         142             0          0
## 830          TA          Y        268          58             0          0
## 831          TA          Y        120          39             0          0
## 832          TA          Y        188          65             0          0
## 833          TA          Y        130          28             0          0
## 834          TA          Y        282          55             0          0
## 835          TA          Y        192          30             0          0
## 836          TA          Y          0         368             0          0
## 837          TA          Y        172         104             0          0
## 838          TA          Y        158         105             0          0
## 839          TA          Y        194          50             0          0
## 840          TA          Y        192         228             0          0
## 841          TA          Y        196         104             0          0
## 842          TA          Y        100          38             0          0
## 843          TA          Y        168          27             0          0
## 844          TA          Y          0          40             0          0
## 845          TA          Y        110          50             0          0
## 846          TA          Y        110          50             0          0
## 847          TA          Y        192          28             0          0
## 848          TA          Y        156          73             0          0
## 849          TA          Y        203          39             0          0
## 850          TA          Y          0          38             0          0
## 851          TA          Y        136          36             0          0
## 852          TA          Y        100           0             0          0
## 853          TA          Y        100          38             0          0
## 854          TA          Y        100          33             0          0
## 855          TA          Y        100          30             0          0
## 856          TA          Y          0          34             0          0
## 857          TA          Y        120          23             0          0
## 858          TA          Y        100          32             0          0
## 859          TA          Y        100          24             0          0
## 860          TA          Y          0           0             0          0
## 861          TA          Y        143          20             0          0
## 862          TA          Y        100          16             0          0
## 863          TA          Y        100          24             0          0
## 864          TA          Y        100           0             0          0
## 865          TA          Y        100          18             0          0
## 866          TA          Y        100           0             0          0
## 867          TA          Y          0          48             0          0
## 868          TA          Y        264          48             0          0
## 869          TA          Y          0          50             0          0
## 870          TA          Y        460          42             0          0
## 871          TA          Y         76          61             0          0
## 872          TA          Y        108          87             0          0
## 873          TA          Y        286          60             0          0
## 874          TA          Y        120          38             0          0
## 875          TA          Y          0          65             0          0
## 876          TA          Y        198          92             0          0
## 877          TA          Y          0         203             0          0
## 878          TA          Y        168         110             0          0
## 879          TA          Y        168          46             0          0
## 880          TA          Y         76          52             0          0
## 881          TA          Y          0         228             0          0
## 882          TA          Y        146          40             0          0
## 883          TA          Y        192          35             0          0
## 884          TA          Y        240          53             0          0
## 885          TA          Y          0          40             0          0
## 886          TA          Y          0         141             0          0
## 887          TA          Y          0         210             0          0
## 888          TA          Y        184          96             0          0
## 889          TA          Y          0           0             0          0
## 890          TA          Y        168         127             0          0
## 891          TA          Y          0         256             0          0
## 892          TA          Y        112          63             0          0
## 893          TA          Y        193         127             0          0
## 894        <NA>          Y          0         136             0          0
## 895        <NA>          Y          0          55             0          0
## 896          TA          Y          0           0             0          0
## 897          TA          Y          0          32             0          0
## 898          TA          Y        144          85             0          0
## 899          TA          Y        340           0             0          0
## 900          TA          Y        192           0             0          0
## 901          TA          Y        188           0             0          0
## 902          TA          Y          0          99             0          0
## 903          TA          Y        136          47             0          0
## 904          TA          Y        455           0             0          0
## 905          TA          Y        160          56             0          0
## 906          TA          Y          0          60             0          0
## 907          TA          Y          0         120             0          0
## 908          TA          Y          0         241             0          0
## 909          TA          Y          0         102             0          0
## 910          TA          Y          0           0             0          0
## 911          TA          Y          0          32             0          0
## 912          TA          Y        176         174             0          0
## 913          TA          Y          0          48             0          0
## 914          TA          Y        147           0            36          0
## 915          TA          Y          0          30             0          0
## 916          TA          Y        180          16             0          0
## 917          TA          Y        266           0             0          0
## 918          TA          Y          0         126             0          0
## 919          TA          Y          0         192             0          0
## 920          TA          Y        160           0             0          0
## 921          TA          Y          0         194             0          0
## 922          TA          Y        202           0             0          0
## 923          TA          Y        190          80             0          0
## 924          TA          Y        235          86             0          0
## 925          TA          Y        224           0             0          0
## 926          TA          Y          0         133             0          0
## 927          TA          Y         88          64             0          0
## 928          TA          Y          0           0             0          0
## 929          TA          Y          0          72             0          0
## 930          TA          Y        128           0             0          0
## 931          TA          Y        170           0             0          0
## 932          TA          Y          0           0             0          0
## 933          TA          Y          0           0             0          0
## 934          TA          Y        192           0             0          0
## 935          TA          Y          0           0             0          0
## 936          TA          Y          0          28            84          0
## 937          TA          Y          0           0             0          0
## 938          TA          Y        284          24             0          0
## 939        <NA>          N          0          52             0          0
## 940        <NA>          N          0          21             0          0
## 941          TA          N        143           0             0          0
## 942          TA          Y          0           0             0          0
## 943          TA          Y          0           0             0          0
## 944          TA          Y        140          40             0          0
## 945          TA          Y          0           0             0          0
## 946          TA          Y          0           0             0        219
## 947          TA          Y          0           0             0          0
## 948          TA          Y        240           0             0          0
## 949          TA          Y          0           0             0          0
## 950          TA          Y          0           0             0          0
## 951          TA          Y          0          34             0          0
## 952          TA          Y        278          82             0          0
## 953          TA          Y          0           0             0          0
## 954          TA          Y         63           0             0          0
## 955          TA          Y          0           0             0          0
## 956          TA          N          0          48             0          0
## 957          TA          Y          0           0             0          0
## 958          TA          Y        152           0             0          0
## 959          TA          Y          0           0             0          0
## 960          TA          Y         81           0             0          0
## 961          TA          Y        225           0             0          0
## 962          TA          Y          0         324             0          0
## 963        <NA>          N        231           0             0          0
## 964          TA          Y        200           0             0          0
## 965          TA          Y          0         208           290          0
## 966          TA          Y          0           0             0          0
## 967        <NA>          N          0         112             0          0
## 968          TA          Y        460          46             0          0
## 969          TA          Y          0           0             0          0
## 970          TA          Y          0           0             0          0
## 971          TA          Y          0         171             0          0
## 972          TA          Y          0           0             0          0
## 973          TA          Y          0           0             0          0
## 974          TA          Y          0           0             0          0
## 975          TA          Y          0           0             0          0
## 976          TA          Y          0           0             0          0
## 977          TA          Y         58           0             0          0
## 978          TA          Y         24          90           160          0
## 979          TA          Y          0           0           116          0
## 980          TA          Y          0           0           175          0
## 981          Fa          N          0         122            20          0
## 982          TA          N          0           0            26          0
## 983          TA          Y          0           0             0          0
## 984          TA          Y        116          26            40          0
## 985          Fa          Y          0           0            96          0
## 986          TA          N          0           0           160          0
## 987          TA          Y          0           0             0          0
## 988          TA          Y          0           0             0          0
## 989          Fa          Y        280           0           143          0
## 990          TA          N        128         103             0          0
## 991          TA          Y          0          32             0          0
## 992          TA          N          0         148           150          0
## 993          TA          Y          0           0             0          0
## 994          TA          Y          0          40             0          0
## 995          TA          Y          0          65             0          0
## 996          TA          Y          0          33             0          0
## 997          TA          Y          0           0           192          0
## 998          TA          Y          0           0             0          0
## 999          TA          Y          0           0           136          0
## 1000         TA          Y        225           0            84          0
## 1001         TA          Y          0           0             0          0
## 1002         TA          Y        174           0            96          0
## 1003         TA          Y         25           0             0          0
## 1004         TA          Y          0         152             0          0
## 1005         TA          P          0          54           144          0
## 1006         TA          Y          0           0             0          0
## 1007         TA          Y          0           0            70          0
## 1008         Fa          Y          0          25            77          0
## 1009         TA          N          0           0            77          0
## 1010         TA          Y          0         110             0          0
## 1011         TA          Y        285           0             0          0
## 1012         TA          N          0           0           170          0
## 1013         TA          Y          0           0             0          0
## 1014         Fa          N         14         211             0          0
## 1015         TA          Y        521           0             0          0
## 1016         TA          Y          0          88             0          0
## 1017         TA          Y         40         176             0          0
## 1018         TA          Y         92           0            88          0
## 1019         TA          N          0           0             0          0
## 1020         TA          Y          0           0             0          0
## 1021         TA          Y          0          90             0          0
## 1022         TA          Y        138           0             0          0
## 1023         TA          Y          0           0             0          0
## 1024         TA          Y        132           0             0          0
## 1025         TA          Y        204           0             0          0
## 1026         TA          Y          0           0             0          0
## 1027         TA          Y        128         570             0          0
## 1028         TA          Y          0           0             0          0
## 1029         TA          Y         81           0           280          0
## 1030         TA          Y          0           0             0          0
## 1031         TA          Y          0           0           140          0
## 1032         TA          Y          0          77             0          0
## 1033         TA          Y          0          42             0          0
## 1034         TA          P          0          64             0          0
## 1035         TA          N          0           0             0          0
## 1036         TA          Y          0          63             0          0
## 1037         TA          Y        366           0             0          0
## 1038         TA          Y          0           0             0          0
## 1039         TA          N          0           0            60          0
## 1040         TA          Y          0         105             0          0
## 1041         TA          Y          0           0             0          0
## 1042         TA          Y          0           0            68          0
## 1043         TA          P          0           0             0          0
## 1044         TA          P          0         195          1012          0
## 1045         TA          Y        202          93             0          0
## 1046         TA          Y        204          64             0          0
## 1047         TA          Y        136          32             0          0
## 1048         TA          Y        192          64             0          0
## 1049         TA          Y        144          42             0          0
## 1050         TA          Y        144          38             0          0
## 1051         TA          Y          0          96             0          0
## 1052         TA          Y        164         111             0          0
## 1053         TA          Y        108          48             0          0
## 1054         TA          Y        646           0             0          0
## 1055         TA          Y          0           0             0          0
## 1056         TA          Y        142          54             0          0
## 1057         TA          Y        256           0             0          0
## 1058         TA          Y        306           0             0          0
## 1059         TA          Y        202         123             0          0
## 1060         TA          Y          0          74             0          0
## 1061         TA          Y          0         103             0          0
## 1062         TA          Y        193          96             0          0
## 1063         TA          Y          0           0             0          0
## 1064         TA          Y        127           0             0          0
## 1065         TA          Y          0           0             0          0
## 1066         TA          Y          0           0             0          0
## 1067         TA          Y          0           0             0          0
## 1068         TA          Y          0          80             0          0
## 1069         Ex          Y        155           0             0          0
## 1070         TA          Y        352           0             0          0
## 1071         TA          Y        306         113             0          0
## 1072         TA          Y          0         120             0          0
## 1073         TA          Y        386          63             0          0
## 1074         TA          Y        120          35             0          0
## 1075         TA          Y        184         121             0          0
## 1076         TA          Y        225          32             0          0
## 1077         TA          Y        240          84             0          0
## 1078         TA          Y          0          35             0          0
## 1079         TA          Y        100          41             0          0
## 1080         TA          Y          0          23             0          0
## 1081         TA          Y        100          30             0          0
## 1082         TA          Y          0          40             0          0
## 1083         TA          Y        405           0             0          0
## 1084         TA          P          0           0             0          0
## 1085         TA          N          0           0            43          0
## 1086         TA          P          0           0             0          0
## 1087         Fa          Y        228           0             0          0
## 1088         Gd          Y          0           0             0          0
## 1089         TA          Y          0          85             0          0
## 1090         TA          Y          0          44             0          0
## 1091         TA          Y        144           0            35          0
## 1092       <NA>          N          0           0             0          0
## 1093       <NA>          N        118           0             0          0
## 1094         TA          Y          0           0            84          0
## 1095         TA          Y          0           0           196          0
## 1096         TA          N        196           0             0          0
## 1097       <NA>          Y          0         742           240          0
## 1098         TA          Y          0           0            64          0
## 1099         TA          P        216           0           168          0
## 1100         TA          Y          0           0             0          0
## 1101         TA          Y        184           0             0          0
## 1102         TA          N          0           0           116          0
## 1103         TA          Y        291           0            60          0
## 1104         TA          Y        174          24           120          0
## 1105         TA          Y          0          40             0          0
## 1106         TA          Y          0           0             0          0
## 1107         TA          Y          0          75           584          0
## 1108         TA          Y          0           0           216          0
## 1109         TA          Y        180           0             0          0
## 1110         TA          Y        152           0             0          0
## 1111         TA          Y        135           0             0          0
## 1112         TA          Y          0         146             0          0
## 1113         Gd          Y        216          64           169          0
## 1114         TA          Y          0           0            30          0
## 1115       <NA>          N          0           0             0        176
## 1116       <NA>          Y        174           0           212          0
## 1117         Fa          N          0           0            96          0
## 1118         Fa          N         48           0             0          0
## 1119       <NA>          N          0           0           133          0
## 1120         TA          Y          0         444             0          0
## 1121         Po          N        154           0            42         86
## 1122         TA          Y        123           0             0          0
## 1123         TA          Y         84           0           222          0
## 1124         TA          Y        168          49             0          0
## 1125         TA          Y          0         144             0          0
## 1126         TA          Y        114          22             0          0
## 1127         TA          Y        192          84             0          0
## 1128         TA          Y        193           0             0          0
## 1129         TA          Y        240           0             0          0
## 1130         TA          Y        274           0             0          0
## 1131         TA          Y        100          39             0          0
## 1132         TA          Y        132           0             0          0
## 1133         TA          Y        232           0             0          0
## 1134         TA          Y        256          28             0          0
## 1135         TA          Y        201          64             0          0
## 1136         TA          Y          0          35             0          0
## 1137         TA          Y        143          32             0          0
## 1138         TA          Y        160          36             0          0
## 1139         TA          N        483         266             0          0
## 1140         TA          Y          0          40             0          0
## 1141         TA          Y          0           0             0          0
## 1142         TA          Y        112          97             0          0
## 1143       <NA>          Y          0          64             0          0
## 1144         TA          Y          0           0             0          0
## 1145         TA          Y        201          66             0          0
## 1146         TA          Y       1424           0             0          0
## 1147         TA          P        690          90             0          0
## 1148         TA          Y          0         136             0          0
## 1149       <NA>          Y        129           0             0          0
## 1150         Fa          Y        152          38             0          0
## 1151         TA          Y          0          44             0          0
## 1152         TA          Y        330           0             0          0
## 1153         TA          Y        140           0             0          0
## 1154         TA          Y        280           0             0          0
## 1155         TA          Y          0           0             0          0
## 1156         TA          Y          0           0             0          0
## 1157         TA          Y          0         189             0          0
## 1158         TA          Y          0         146             0          0
## 1159         TA          Y        421          72             0          0
## 1160         TA          Y          0          84             0          0
## 1161         TA          Y        286         116             0          0
## 1162         TA          Y          0         119             0          0
## 1163         TA          Y        237          38             0          0
## 1164         TA          Y        168          12             0          0
## 1165         TA          Y          0          26             0          0
## 1166         TA          Y        120          70             0          0
## 1167         TA          Y        182          37             0          0
## 1168         TA          Y        204          34             0          0
## 1169         TA          Y        246          39             0          0
## 1170         TA          Y        250           0             0          0
## 1171         TA          Y        272         102             0          0
## 1172         TA          Y        156          55             0          0
## 1173         TA          Y        351         102             0          0
## 1174         TA          Y        140          22             0          0
## 1175         TA          Y        400         105             0          0
## 1176         TA          Y        444           0            40          0
## 1177         TA          Y          0         246             0          0
## 1178         TA          Y         48          28             0          0
## 1179         TA          Y        295          84             0          0
## 1180         TA          Y         63           0             0          0
## 1181         TA          Y        196          68             0          0
## 1182         TA          Y          0           0             0          0
## 1183         TA          Y          0          36             0          0
## 1184         TA          Y          0           0             0          0
## 1185         TA          Y          0           0             0          0
## 1186         TA          Y        352           0             0          0
## 1187         TA          Y          0          55             0          0
## 1188         TA          Y          0           0           240          0
## 1189         TA          Y          0          29             0          0
## 1190         TA          Y          0          28             0          0
## 1191         TA          Y          0           0             0          0
## 1192         TA          Y          0           0             0          0
## 1193         TA          Y          0          43             0          0
## 1194         TA          Y        354          56             0          0
## 1195         TA          Y        148          95             0          0
## 1196         TA          Y        194          84             0          0
## 1197         TA          Y        243         142             0          0
## 1198         TA          Y        176          64             0          0
## 1199         TA          Y        120          34             0          0
## 1200         TA          Y        204          49             0          0
## 1201         TA          Y        144          68             0          0
## 1202         TA          Y        168         127             0          0
## 1203         TA          Y        196          56             0          0
## 1204         TA          Y        266         100             0          0
## 1205         TA          Y        228          75             0          0
## 1206         TA          Y          0          24             0          0
## 1207         TA          Y          0          32             0          0
## 1208         TA          Y        100           0             0          0
## 1209         TA          Y        120          46             0          0
## 1210         TA          Y        100          32             0          0
## 1211         TA          Y        100          16             0          0
## 1212         TA          Y        130          30             0          0
## 1213         TA          Y        143          20             0          0
## 1214         TA          Y         90           0             0          0
## 1215         TA          Y        100          48             0          0
## 1216         TA          Y          0           0             0          0
## 1217         TA          Y        400          45             0          0
## 1218         TA          Y        210          31             0          0
## 1219         TA          Y          0          50             0          0
## 1220         TA          Y        247          55             0          0
## 1221         TA          Y        307         169           168          0
## 1222         TA          Y        870          86             0          0
## 1223         TA          Y        200          95             0          0
## 1224         TA          Y        432         136             0          0
## 1225         TA          Y        200          70             0          0
## 1226         TA          Y          0         240           200          0
## 1227         TA          Y        144           0             0          0
## 1228         TA          Y          0          60             0          0
## 1229         TA          Y          0         265             0          0
## 1230         TA          Y          0          53             0          0
## 1231       <NA>          Y          4          50             0          0
## 1232         TA          Y        144          55             0          0
## 1233       <NA>          Y          0          39             0          0
## 1234         TA          Y        144         101             0          0
## 1235         TA          Y        100          77             0          0
## 1236         TA          Y        150         165             0          0
## 1237         TA          Y        307          85             0          0
## 1238         TA          Y          0          46             0          0
## 1239         TA          Y          0          64             0          0
## 1240         TA          Y          0          40             0          0
## 1241         TA          Y          0           0             0          0
## 1242         TA          Y          0           0             0          0
## 1243         TA          Y        161           0             0          0
## 1244         TA          Y          0           0             0          0
## 1245         TA          Y          0         155             0          0
## 1246         TA          Y        203          74             0          0
## 1247         TA          Y          0           0             0          0
## 1248       <NA>          Y          0           0             0          0
## 1249         TA          Y         64           0             0          0
##      ScreenPorch PoolArea PoolQC Fence MiscFeature MiscVal MoSold YrSold
## 1            120        0   <NA> MnPrv        <NA>       0      6   2010
## 2              0        0   <NA>  <NA>        Gar2   12500      6   2010
## 3              0        0   <NA> MnPrv        <NA>       0      3   2010
## 4              0        0   <NA>  <NA>        <NA>       0      6   2010
## 5            144        0   <NA>  <NA>        <NA>       0      1   2010
## 6              0        0   <NA>  <NA>        <NA>       0      4   2010
## 7              0        0   <NA> GdPrv        Shed     500      3   2010
## 8              0        0   <NA>  <NA>        <NA>       0      5   2010
## 9              0        0   <NA>  <NA>        <NA>       0      2   2010
## 10             0        0   <NA> MnPrv        <NA>       0      4   2010
## 11             0        0   <NA>  <NA>        <NA>       0      6   2010
## 12             0        0   <NA>  <NA>        <NA>       0      2   2010
## 13             0        0   <NA>  <NA>        <NA>       0      3   2010
## 14             0        0   <NA>  <NA>        <NA>       0      6   2010
## 15             0        0   <NA>  <NA>        <NA>       0      6   2010
## 16             0        0   <NA>  <NA>        <NA>       0      1   2010
## 17             0        0   <NA>  <NA>        <NA>       0      6   2010
## 18             0        0   <NA>  <NA>        <NA>       0      6   2010
## 19             0        0   <NA>  <NA>        <NA>       0      2   2010
## 20             0        0   <NA>  <NA>        <NA>       0      6   2010
## 21             0        0   <NA>  <NA>        <NA>       0      6   2010
## 22             0        0   <NA>  <NA>        <NA>       0      4   2010
## 23             0        0   <NA>  <NA>        <NA>       0      1   2010
## 24             0        0   <NA>  <NA>        <NA>       0      1   2010
## 25             0        0   <NA>  <NA>        <NA>       0      6   2010
## 26             0        0   <NA>  <NA>        <NA>       0      4   2010
## 27           256        0   <NA>  <NA>        <NA>       0      1   2010
## 28             0        0   <NA>  <NA>        <NA>       0      5   2010
## 29             0        0   <NA>  <NA>        <NA>       0      4   2010
## 30           216        0   <NA>  <NA>        <NA>       0      5   2010
## 31             0        0   <NA>  <NA>        <NA>       0      4   2010
## 32             0        0   <NA>  <NA>        <NA>       0      4   2010
## 33             0        0   <NA> GdPrv        <NA>       0      4   2010
## 34             0        0   <NA>  <NA>        <NA>       0      6   2010
## 35             0        0   <NA>  <NA>        <NA>       0      6   2010
## 36             0        0   <NA>  <NA>        <NA>       0      3   2010
## 37             0        0   <NA>  <NA>        <NA>       0      1   2010
## 38             0        0   <NA>  <NA>        <NA>       0      4   2010
## 39             0        0   <NA>  <NA>        <NA>       0      2   2010
## 40             0        0   <NA>  <NA>        <NA>       0      5   2010
## 41             0        0   <NA>  <NA>        <NA>       0      5   2010
## 42             0        0   <NA>  <NA>        <NA>       0      6   2010
## 43             0        0   <NA>  <NA>        <NA>       0      4   2010
## 44             0        0   <NA>  <NA>        <NA>       0      4   2010
## 45             0        0   <NA>  <NA>        <NA>       0      4   2010
## 46             0        0   <NA>  <NA>        <NA>       0      5   2010
## 47             0        0   <NA>  <NA>        <NA>       0      3   2010
## 48             0        0   <NA>  <NA>        <NA>       0      4   2010
## 49             0        0   <NA>  GdWo        <NA>       0      6   2010
## 50             0        0   <NA>  <NA>        <NA>       0      4   2010
## 51             0        0   <NA>  <NA>        <NA>       0      4   2010
## 52           204        0   <NA> GdPrv        <NA>       0      4   2010
## 53             0        0   <NA>  <NA>        <NA>       0      5   2010
## 54             0        0   <NA>  <NA>        <NA>       0      1   2010
## 55             0        0   <NA>  GdWo        <NA>       0      3   2010
## 56             0        0   <NA>  <NA>        <NA>       0      1   2010
## 57             0        0   <NA>  <NA>        Shed    1500      1   2010
## 58             0        0   <NA>  <NA>        <NA>       0      3   2010
## 59             0        0   <NA> MnPrv        Shed     300      2   2010
## 60             0        0   <NA> GdPrv        <NA>       0      5   2010
## 61             0        0   <NA>  <NA>        <NA>       0      5   2010
## 62           160        0   <NA>  GdWo        <NA>       0      6   2010
## 63             0        0   <NA>  <NA>        <NA>       0      2   2010
## 64             0        0   <NA>  <NA>        <NA>       0      5   2010
## 65             0        0   <NA>  GdWo        <NA>       0      6   2010
## 66             0        0   <NA>  <NA>        <NA>       0      4   2010
## 67             0        0   <NA>  <NA>        <NA>       0      4   2010
## 68             0        0   <NA>  GdWo        <NA>       0      5   2010
## 69             0        0   <NA>  <NA>        <NA>       0      6   2010
## 70           240        0   <NA>  <NA>        <NA>       0      5   2010
## 71             0        0   <NA>  <NA>        <NA>       0      1   2010
## 72             0        0   <NA> MnPrv        <NA>       0      5   2010
## 73             0        0   <NA>  <NA>        <NA>       0      6   2010
## 74             0        0   <NA>  <NA>        <NA>       0      1   2010
## 75             0        0   <NA>  <NA>        <NA>       0      6   2010
## 76             0        0   <NA>  <NA>        <NA>       0      3   2010
## 77             0        0   <NA>  <NA>        <NA>       0      6   2010
## 78             0        0   <NA>  <NA>        <NA>       0      4   2010
## 79             0        0   <NA>  <NA>        <NA>       0      4   2010
## 80             0        0   <NA>  <NA>        <NA>       0      6   2010
## 81             0        0   <NA>  <NA>        <NA>       0      6   2010
## 82             0        0   <NA> MnPrv        <NA>       0      3   2010
## 83             0        0   <NA>  <NA>        <NA>       0      5   2010
## 84             0        0   <NA> MnPrv        <NA>       0      4   2010
## 85             0        0   <NA> MnPrv        <NA>       0      4   2010
## 86             0        0   <NA>  <NA>        <NA>       0      3   2010
## 87           148        0   <NA>  <NA>        <NA>       0      3   2010
## 88             0        0   <NA>  <NA>        <NA>       0      3   2010
## 89             0        0   <NA>  <NA>        <NA>       0      5   2010
## 90             0        0   <NA> MnPrv        <NA>       0      3   2010
## 91             0        0   <NA>  <NA>        <NA>       0      3   2010
## 92             0        0   <NA> GdPrv        <NA>       0      6   2010
## 93           168        0   <NA>  <NA>        <NA>       0      5   2010
## 94             0        0   <NA> GdPrv        <NA>       0      2   2010
## 95             0        0   <NA>  <NA>        <NA>       0      5   2010
## 96             0        0   <NA>  <NA>        <NA>       0      1   2010
## 97             0        0   <NA>  <NA>        <NA>       0      2   2010
## 98             0        0   <NA> MnPrv        <NA>       0      3   2010
## 99             0        0   <NA>  <NA>        <NA>       0      3   2010
## 100            0        0   <NA>  <NA>        <NA>       0      6   2010
## 101            0        0   <NA>  <NA>        <NA>       0      5   2010
## 102            0        0   <NA>  <NA>        <NA>       0      6   2010
## 103            0        0   <NA>  <NA>        <NA>       0      5   2010
## 104            0        0   <NA>  <NA>        <NA>       0      5   2010
## 105            0        0   <NA> MnPrv        <NA>       0      3   2010
## 106            0        0   <NA>  <NA>        <NA>       0      4   2010
## 107            0        0   <NA>  <NA>        <NA>       0      6   2010
## 108            0        0   <NA>  <NA>        <NA>       0      5   2010
## 109            0        0   <NA>  <NA>        Shed     450      6   2010
## 110            0        0   <NA> MnPrv        <NA>       0      6   2010
## 111            0        0   <NA> MnPrv        <NA>       0      6   2010
## 112            0        0   <NA>  <NA>        <NA>       0      6   2010
## 113            0        0   <NA>  <NA>        <NA>       0      1   2010
## 114            0        0   <NA>  <NA>        <NA>       0      6   2010
## 115          266        0   <NA> MnPrv        <NA>       0      6   2010
## 116            0        0   <NA>  <NA>        <NA>       0      5   2010
## 117            0        0   <NA>  <NA>        <NA>       0      3   2010
## 118            0        0   <NA>  <NA>        <NA>       0      3   2010
## 119            0        0   <NA> GdPrv        <NA>       0      7   2010
## 120            0        0   <NA>  <NA>        <NA>       0      4   2010
## 121            0        0   <NA> MnPrv        <NA>       0      6   2010
## 122            0        0   <NA> MnPrv        <NA>       0      6   2010
## 123            0        0   <NA>  <NA>        <NA>       0      5   2010
## 124            0        0   <NA>  <NA>        <NA>       0      4   2010
## 125            0        0   <NA>  <NA>        <NA>       0      4   2010
## 126            0        0   <NA>  <NA>        <NA>       0      4   2010
## 127            0        0   <NA> MnPrv        <NA>       0      1   2010
## 128            0        0   <NA> MnPrv        <NA>       0      6   2010
## 129          160        0   <NA>  <NA>        <NA>       0      6   2010
## 130            0        0   <NA>  <NA>        <NA>       0      6   2010
## 131            0        0   <NA> MnPrv        <NA>       0      5   2010
## 132            0        0   <NA> MnPrv        <NA>       0      5   2010
## 133          166        0   <NA>  <NA>        <NA>       0      3   2010
## 134            0        0   <NA>  <NA>        Shed     500      2   2010
## 135            0        0   <NA>  <NA>        <NA>       0      5   2010
## 136            0        0   <NA>  <NA>        <NA>       0      7   2010
## 137            0        0   <NA>  <NA>        <NA>       0      3   2010
## 138            0        0   <NA>  <NA>        <NA>       0      6   2010
## 139            0        0   <NA>  <NA>        <NA>       0      4   2010
## 140            0        0   <NA>  <NA>        <NA>       0      3   2010
## 141            0        0   <NA>  <NA>        <NA>       0      4   2010
## 142          200        0   <NA> MnPrv        <NA>       0      4   2010
## 143            0        0   <NA>  <NA>        <NA>       0      6   2010
## 144          155        0   <NA>  <NA>        <NA>       0      5   2010
## 145            0        0   <NA>  <NA>        <NA>       0      5   2010
## 146            0        0   <NA> GdPrv        Shed      80      5   2010
## 147            0        0   <NA>  <NA>        <NA>       0      3   2010
## 148            0        0   <NA>  <NA>        <NA>       0      5   2010
## 149            0        0   <NA>  <NA>        <NA>       0      1   2010
## 150            0        0   <NA>  <NA>        <NA>       0      4   2010
## 151            0        0   <NA>  <NA>        <NA>       0      6   2010
## 152            0        0   <NA>  <NA>        <NA>       0      3   2010
## 153            0        0   <NA>  <NA>        <NA>       0      6   2010
## 154          108        0   <NA>  <NA>        <NA>       0      5   2010
## 155            0        0   <NA>  <NA>        <NA>       0      3   2010
## 156            0        0   <NA>  <NA>        <NA>       0      6   2010
## 157            0        0   <NA>  <NA>        <NA>       0      6   2010
## 158            0        0   <NA>  <NA>        <NA>       0      6   2010
## 159            0        0   <NA> MnPrv        <NA>       0      4   2010
## 160            0        0   <NA>  <NA>        Shed     600      2   2010
## 161            0        0   <NA>  GdWo        <NA>       0      3   2010
## 162            0        0   <NA>  <NA>        <NA>       0      4   2010
## 163            0        0   <NA>  GdWo        <NA>       0      2   2010
## 164            0        0   <NA>  <NA>        <NA>       0      3   2010
## 165            0        0   <NA>  <NA>        <NA>       0     10   2009
## 166            0        0   <NA>  <NA>        <NA>       0      6   2009
## 167            0        0   <NA>  <NA>        <NA>       0      7   2009
## 168            0        0   <NA>  <NA>        <NA>       0      8   2009
## 169            0        0   <NA>  <NA>        Shed     490      6   2009
## 170            0        0   <NA>  <NA>        <NA>       0     11   2009
## 171            0        0   <NA>  <NA>        <NA>       0      7   2009
## 172            0        0   <NA>  <NA>        <NA>       0      9   2009
## 173            0        0   <NA>  <NA>        <NA>       0      2   2009
## 174            0        0   <NA>  <NA>        <NA>       0     10   2009
## 175            0        0   <NA>  <NA>        <NA>       0      7   2009
## 176            0        0   <NA>  <NA>        <NA>       0     11   2009
## 177          200        0   <NA>  <NA>        <NA>       0      7   2009
## 178            0        0   <NA>  <NA>        <NA>       0      5   2009
## 179            0        0   <NA>  <NA>        <NA>       0      8   2009
## 180            0        0   <NA>  <NA>        <NA>       0      8   2009
## 181            0        0   <NA>  <NA>        <NA>       0      5   2009
## 182            0        0   <NA>  <NA>        <NA>       0      6   2009
## 183            0        0   <NA>  <NA>        <NA>       0      3   2009
## 184            0        0   <NA>  <NA>        <NA>       0     10   2009
## 185          490        0   <NA>  <NA>        <NA>       0      6   2009
## 186            0        0   <NA>  GdWo        <NA>       0      4   2009
## 187            0        0   <NA>  <NA>        <NA>       0      8   2009
## 188            0        0   <NA>  <NA>        <NA>       0      3   2009
## 189            0        0   <NA>  <NA>        <NA>       0      7   2009
## 190            0        0   <NA> GdPrv        <NA>       0      9   2009
## 191            0        0   <NA>  GdWo        <NA>       0      7   2009
## 192            0        0   <NA>  <NA>        <NA>       0      7   2009
## 193            0        0   <NA>  <NA>        <NA>       0      7   2009
## 194            0        0   <NA>  <NA>        <NA>       0      9   2009
## 195            0        0   <NA>  <NA>        <NA>       0      8   2009
## 196            0        0   <NA>  <NA>        <NA>       0      5   2009
## 197            0        0   <NA>  <NA>        <NA>       0      7   2009
## 198            0        0   <NA>  <NA>        <NA>       0      4   2009
## 199            0        0   <NA>  <NA>        <NA>       0     10   2009
## 200            0        0   <NA>  <NA>        Shed    1200      7   2009
## 201            0        0   <NA>  <NA>        <NA>       0      6   2009
## 202            0        0   <NA>  <NA>        <NA>       0      7   2009
## 203            0        0   <NA>  <NA>        <NA>       0      5   2009
## 204            0        0   <NA>  <NA>        <NA>       0      3   2009
## 205            0        0   <NA>  <NA>        <NA>       0      7   2009
## 206            0        0   <NA>  <NA>        <NA>       0      4   2009
## 207            0        0   <NA>  <NA>        <NA>       0      6   2009
## 208            0        0   <NA>  <NA>        <NA>       0      6   2009
## 209            0        0   <NA>  <NA>        <NA>       0      2   2009
## 210            0        0   <NA>  <NA>        <NA>       0      3   2009
## 211            0        0   <NA>  <NA>        <NA>       0      6   2009
## 212            0        0   <NA> MnPrv        <NA>       0      7   2009
## 213            0        0   <NA>  <NA>        <NA>       0      6   2009
## 214            0        0   <NA>  <NA>        <NA>       0      7   2009
## 215            0        0   <NA>  <NA>        <NA>       0      8   2009
## 216            0        0   <NA>  <NA>        <NA>       0      3   2009
## 217            0        0   <NA>  <NA>        <NA>       0      5   2009
## 218            0        0   <NA>  <NA>        <NA>       0      2   2009
## 219            0        0   <NA>  <NA>        <NA>       0      7   2009
## 220            0        0   <NA>  <NA>        <NA>       0      5   2009
## 221            0        0   <NA>  <NA>        <NA>       0      4   2009
## 222            0        0   <NA>  <NA>        <NA>       0      9   2009
## 223            0        0   <NA>  <NA>        <NA>       0     11   2009
## 224            0        0   <NA>  <NA>        <NA>       0      6   2009
## 225            0        0   <NA>  <NA>        <NA>       0      7   2009
## 226            0        0   <NA>  <NA>        <NA>       0      8   2009
## 227            0        0   <NA>  <NA>        <NA>       0      8   2009
## 228            0        0   <NA>  <NA>        <NA>       0      9   2009
## 229            0        0   <NA> MnPrv        <NA>       0      7   2009
## 230            0        0   <NA>  <NA>        <NA>       0      6   2009
## 231            0        0   <NA>  <NA>        <NA>       0      5   2009
## 232            0        0   <NA>  <NA>        <NA>       0      7   2009
## 233            0        0   <NA>  <NA>        <NA>       0      5   2009
## 234            0        0   <NA>  <NA>        <NA>       0      6   2009
## 235            0        0   <NA>  <NA>        <NA>       0      3   2009
## 236            0        0   <NA>  <NA>        <NA>       0      5   2009
## 237            0        0   <NA>  <NA>        <NA>       0      6   2009
## 238            0        0   <NA>  <NA>        <NA>       0      9   2009
## 239            0        0   <NA>  <NA>        <NA>       0      6   2009
## 240            0        0   <NA>  <NA>        <NA>       0     11   2009
## 241            0        0   <NA>  <NA>        <NA>       0     10   2009
## 242            0        0   <NA>  <NA>        <NA>       0      9   2009
## 243            0        0   <NA>  <NA>        <NA>       0      9   2009
## 244            0        0   <NA>  <NA>        <NA>       0      3   2009
## 245            0        0   <NA>  <NA>        <NA>       0      9   2009
## 246            0        0   <NA> GdPrv        <NA>       0     10   2009
## 247            0        0   <NA>  <NA>        <NA>       0     10   2009
## 248            0        0   <NA>  <NA>        <NA>       0      5   2009
## 249            0        0   <NA>  <NA>        <NA>       0      5   2009
## 250            0        0   <NA>  <NA>        <NA>       0      6   2009
## 251            0        0   <NA>  <NA>        <NA>       0      7   2009
## 252            0        0   <NA>  <NA>        <NA>       0     10   2009
## 253            0        0   <NA>  <NA>        <NA>       0      3   2009
## 254            0        0   <NA>  <NA>        <NA>       0      8   2009
## 255            0        0   <NA>  <NA>        <NA>       0      3   2009
## 256            0        0   <NA>  <NA>        <NA>       0      4   2009
## 257            0        0   <NA>  <NA>        <NA>       0      6   2009
## 258            0        0   <NA>  <NA>        <NA>       0      8   2009
## 259            0        0   <NA>  <NA>        <NA>       0      1   2009
## 260            0        0   <NA>  <NA>        <NA>       0      1   2009
## 261            0        0   <NA>  <NA>        <NA>       0      5   2009
## 262            0        0   <NA>  <NA>        <NA>       0      8   2009
## 263            0        0   <NA>  <NA>        <NA>       0      6   2009
## 264            0        0   <NA>  <NA>        <NA>       0      2   2009
## 265            0        0   <NA>  <NA>        <NA>       0      4   2009
## 266          168        0   <NA>  <NA>        <NA>       0     11   2009
## 267            0        0   <NA>  <NA>        <NA>       0      2   2009
## 268            0        0   <NA>  <NA>        <NA>       0     10   2009
## 269            0        0   <NA>  <NA>        <NA>       0      7   2009
## 270            0        0   <NA>  <NA>        <NA>       0      5   2009
## 271            0        0   <NA> MnPrv        <NA>       0     11   2009
## 272            0        0   <NA>  <NA>        <NA>       0      6   2009
## 273            0        0   <NA>  <NA>        <NA>       0      7   2009
## 274            0        0   <NA> MnPrv        <NA>       0      5   2009
## 275            0        0   <NA>  GdWo        <NA>       0     10   2009
## 276            0        0   <NA>  <NA>        <NA>       0     10   2009
## 277            0        0   <NA> MnPrv        <NA>       0      4   2009
## 278            0        0   <NA> GdPrv        <NA>       0      7   2009
## 279            0        0   <NA>  <NA>        <NA>       0      7   2009
## 280            0        0   <NA>  <NA>        <NA>       0      1   2009
## 281            0        0   <NA>  <NA>        <NA>       0      3   2009
## 282            0        0   <NA>  <NA>        <NA>       0      8   2009
## 283            0        0   <NA>  <NA>        <NA>       0      9   2009
## 284            0        0   <NA>  <NA>        <NA>       0      6   2009
## 285            0        0   <NA>  <NA>        <NA>       0      6   2009
## 286            0        0   <NA>  <NA>        <NA>       0      1   2009
## 287            0        0   <NA>  <NA>        <NA>       0      6   2009
## 288          168        0   <NA>  <NA>        <NA>       0      5   2009
## 289            0        0   <NA>  <NA>        Shed     650      8   2009
## 290            0        0   <NA> MnPrv        <NA>       0      8   2009
## 291          156        0   <NA>  <NA>        <NA>       0     11   2009
## 292            0        0   <NA> GdPrv        <NA>       0      6   2009
## 293            0        0   <NA>  <NA>        <NA>       0      3   2009
## 294          196        0   <NA>  <NA>        <NA>       0      5   2009
## 295            0        0   <NA>  <NA>        <NA>       0      5   2009
## 296            0        0   <NA>  GdWo        <NA>       0      8   2009
## 297            0        0   <NA>  <NA>        <NA>       0      9   2009
## 298            0        0   <NA> MnPrv        <NA>       0      5   2009
## 299            0        0   <NA>  <NA>        <NA>       0      7   2009
## 300          121        0   <NA> MnPrv        <NA>       0      2   2009
## 301           92        0   <NA>  <NA>        <NA>       0      7   2009
## 302            0        0   <NA> MnPrv        <NA>       0      6   2009
## 303            0        0   <NA>  <NA>        <NA>       0      9   2009
## 304            0        0   <NA> MnPrv        <NA>       0      2   2009
## 305            0        0   <NA> MnPrv        <NA>       0      4   2009
## 306          288        0   <NA> GdPrv        <NA>       0      4   2009
## 307          342        0   <NA>  GdWo        <NA>       0      7   2009
## 308            0        0   <NA>  <NA>        <NA>       0      6   2009
## 309            0        0   <NA>  <NA>        <NA>       0      8   2009
## 310            0        0   <NA>  <NA>        <NA>       0      6   2009
## 311            0        0   <NA>  GdWo        <NA>       0     11   2009
## 312            0        0   <NA>  GdWo        <NA>       0      7   2009
## 313            0        0   <NA>  <NA>        <NA>       0     11   2009
## 314            0        0   <NA>  <NA>        <NA>       0     12   2009
## 315            0        0   <NA>  <NA>        <NA>       0      2   2009
## 316          255        0   <NA>  <NA>        <NA>       0     10   2009
## 317            0        0   <NA>  <NA>        <NA>       0      8   2009
## 318            0        0   <NA> MnPrv        <NA>       0      3   2009
## 319            0        0   <NA> MnPrv        <NA>       0      8   2009
## 320            0        0   <NA>  GdWo        <NA>       0     12   2009
## 321            0        0   <NA>  GdWo        <NA>       0      8   2009
## 322            0        0   <NA>  <NA>        <NA>       0      8   2009
## 323            0        0   <NA>  <NA>        <NA>       0      8   2009
## 324          111        0   <NA>  <NA>        <NA>       0      5   2009
## 325          112        0   <NA>  GdWo        <NA>       0     12   2009
## 326            0        0   <NA>  <NA>        <NA>       0      6   2009
## 327            0        0   <NA>  <NA>        <NA>       0      8   2009
## 328            0        0   <NA>  <NA>        <NA>       0      6   2009
## 329            0        0   <NA>  <NA>        <NA>       0      6   2009
## 330            0        0   <NA>  <NA>        <NA>       0     11   2009
## 331            0        0   <NA>  <NA>        <NA>       0      8   2009
## 332          216        0   <NA>  GdWo        <NA>       0      6   2009
## 333            0        0   <NA> MnPrv        <NA>       0      5   2009
## 334            0        0   <NA>  <NA>        Shed     450      9   2009
## 335            0        0   <NA>  <NA>        <NA>       0      4   2009
## 336            0        0   <NA>  <NA>        <NA>       0      4   2009
## 337          231        0   <NA>  <NA>        <NA>       0     12   2009
## 338            0        0   <NA>  GdWo        <NA>       0      3   2009
## 339            0        0   <NA>  <NA>        <NA>       0      9   2009
## 340            0        0   <NA>  GdWo        <NA>       0      7   2009
## 341            0        0   <NA>  <NA>        <NA>       0      8   2009
## 342            0        0   <NA>  <NA>        <NA>       0      8   2009
## 343            0        0   <NA>  <NA>        <NA>       0      3   2009
## 344            0        0   <NA>  <NA>        <NA>       0     11   2009
## 345            0        0   <NA>  <NA>        <NA>       0      4   2009
## 346            0        0   <NA>  <NA>        <NA>       0      6   2009
## 347            0        0   <NA>  <NA>        <NA>       0      6   2009
## 348            0        0   <NA> MnPrv        <NA>       0      7   2009
## 349            0        0   <NA>  <NA>        <NA>       0      3   2009
## 350          182        0   <NA> MnPrv        <NA>       0     10   2009
## 351            0        0   <NA>  <NA>        <NA>       0     10   2009
## 352            0        0   <NA>  <NA>        <NA>       0      7   2009
## 353            0        0   <NA> MnPrv        <NA>       0      3   2009
## 354            0        0   <NA>  <NA>        <NA>       0     11   2009
## 355            0        0   <NA>  <NA>        <NA>       0     10   2009
## 356            0        0   <NA>  GdWo        <NA>       0      2   2009
## 357            0        0   <NA>  <NA>        <NA>       0      6   2009
## 358            0        0   <NA>  <NA>        <NA>       0      6   2009
## 359            0        0   <NA>  <NA>        <NA>       0      5   2009
## 360            0        0   <NA>  <NA>        <NA>       0      6   2009
## 361            0        0   <NA>  <NA>        <NA>       0      9   2009
## 362            0        0   <NA> MnPrv        <NA>       0      9   2009
## 363            0        0   <NA>  <NA>        <NA>       0      9   2009
## 364            0        0   <NA>  GdWo        <NA>       0      9   2009
## 365            0        0   <NA>  <NA>        <NA>       0      5   2009
## 366            0        0   <NA>  <NA>        <NA>       0      6   2009
## 367            0        0   <NA> MnPrv        <NA>       0      3   2009
## 368            0        0   <NA>  <NA>        <NA>       0      2   2009
## 369            0        0   <NA>  <NA>        <NA>       0      8   2009
## 370            0        0   <NA>  <NA>        <NA>       0      6   2009
## 371            0        0   <NA>  <NA>        Shed     400      6   2009
## 372            0        0   <NA>  <NA>        <NA>       0      9   2009
## 373            0        0   <NA> MnPrv        <NA>       0      8   2009
## 374            0        0   <NA>  <NA>        <NA>       0      2   2009
## 375            0        0   <NA>  <NA>        <NA>       0      5   2009
## 376            0        0   <NA>  <NA>        <NA>       0      8   2009
## 377          160        0   <NA>  <NA>        <NA>       0      7   2009
## 378            0        0   <NA>  <NA>        <NA>       0      2   2009
## 379            0        0   <NA>  <NA>        <NA>       0      9   2009
## 380            0        0   <NA>  <NA>        <NA>       0      3   2009
## 381            0        0   <NA>  <NA>        <NA>       0      7   2009
## 382            0        0   <NA>  <NA>        <NA>       0      3   2009
## 383            0        0   <NA>  <NA>        <NA>       0      4   2009
## 384            0        0   <NA>  <NA>        <NA>       0      6   2009
## 385            0        0   <NA>  <NA>        <NA>       0      7   2009
## 386          140        0   <NA> MnPrv        <NA>       0      3   2009
## 387            0        0   <NA>  <NA>        <NA>       0     10   2009
## 388            0        0   <NA>  <NA>        <NA>       0      6   2009
## 389          110        0   <NA>  <NA>        <NA>       0     10   2009
## 390            0        0   <NA> GdPrv        <NA>       0      2   2009
## 391            0        0   <NA>  <NA>        <NA>       0      7   2009
## 392            0        0   <NA> MnPrv        <NA>       0      9   2009
## 393            0        0   <NA>  <NA>        <NA>       0      2   2009
## 394            0        0   <NA>  <NA>        <NA>       0      7   2009
## 395            0        0   <NA>  <NA>        Shed     600      9   2009
## 396            0        0   <NA> MnPrv        <NA>       0      8   2009
## 397            0        0   <NA>  <NA>        <NA>       0      6   2009
## 398            0        0   <NA>  <NA>        <NA>       0      6   2009
## 399            0        0   <NA> GdPrv        <NA>       0      6   2009
## 400            0        0   <NA>  <NA>        <NA>       0      6   2009
## 401            0        0   <NA>  <NA>        <NA>       0      6   2009
## 402            0        0   <NA>  <NA>        <NA>       0     10   2009
## 403            0        0   <NA>  <NA>        <NA>       0     10   2009
## 404            0        0   <NA>  <NA>        <NA>       0     10   2009
## 405            0        0   <NA>  <NA>        <NA>       0      7   2009
## 406            0        0   <NA>  <NA>        <NA>       0     11   2009
## 407            0        0   <NA>  <NA>        <NA>       0      6   2009
## 408            0        0   <NA>  <NA>        <NA>       0      4   2009
## 409            0        0   <NA>  <NA>        <NA>       0      5   2009
## 410            0        0   <NA>  <NA>        <NA>       0      3   2009
## 411            0        0   <NA>  <NA>        <NA>       0      3   2009
## 412            0        0   <NA>  <NA>        <NA>       0      7   2009
## 413            0        0   <NA>  <NA>        <NA>       0      6   2009
## 414           92        0   <NA>  <NA>        <NA>       0     10   2009
## 415            0        0   <NA> GdPrv        <NA>       0     12   2009
## 416            0        0   <NA>  <NA>        <NA>       0      4   2009
## 417            0        0   <NA>  <NA>        <NA>       0      4   2009
## 418          168        0   <NA>  <NA>        <NA>       0      7   2009
## 419            0        0   <NA> MnPrv        <NA>       0      7   2009
## 420            0        0   <NA>  <NA>        <NA>       0     10   2009
## 421            0        0   <NA>  <NA>        <NA>       0      9   2009
## 422            0        0   <NA>  <NA>        <NA>       0      6   2009
## 423            0        0   <NA>  <NA>        <NA>       0     11   2009
## 424            0        0   <NA>  <NA>        <NA>       0      5   2009
## 425            0        0   <NA>  <NA>        <NA>       0      6   2009
## 426            0        0   <NA>  <NA>        <NA>       0      6   2009
## 427          117        0   <NA>  <NA>        <NA>       0      8   2009
## 428          195        0   <NA>  <NA>        <NA>       0      1   2009
## 429            0        0   <NA>  <NA>        <NA>       0      7   2009
## 430            0        0   <NA> MnPrv        <NA>       0      7   2009
## 431            0        0   <NA>  <NA>        <NA>       0      4   2009
## 432            0        0   <NA> MnPrv        <NA>       0      3   2009
## 433            0        0   <NA>  <NA>        Shed     900      6   2009
## 434            0        0   <NA>  <NA>        <NA>       0      8   2009
## 435            0        0   <NA>  <NA>        <NA>       0      5   2009
## 436            0        0   <NA>  <NA>        <NA>       0      9   2009
## 437            0        0   <NA>  <NA>        <NA>       0      7   2009
## 438            0        0   <NA>  <NA>        <NA>       0      3   2009
## 439            0        0   <NA>  <NA>        <NA>       0     10   2009
## 440          195        0   <NA> MnPrv        <NA>       0      5   2009
## 441            0        0   <NA> GdPrv        <NA>       0      2   2009
## 442          115        0   <NA> MnPrv        <NA>       0      6   2009
## 443            0        0   <NA>  <NA>        <NA>       0      7   2009
## 444            0        0   <NA> MnPrv        <NA>       0     10   2009
## 445          120        0   <NA>  <NA>        <NA>       0      5   2009
## 446            0        0   <NA>  <NA>        <NA>       0     10   2009
## 447            0        0   <NA>  <NA>        <NA>       0      1   2009
## 448            0        0   <NA> GdPrv        <NA>       0      5   2009
## 449            0        0   <NA> GdPrv        <NA>       0     10   2009
## 450            0        0   <NA> MnPrv        <NA>       0      7   2009
## 451            0        0   <NA>  <NA>        Shed    1500      4   2009
## 452            0        0   <NA> GdPrv        <NA>       0      7   2009
## 453            0        0   <NA>  <NA>        <NA>       0     12   2009
## 454            0        0   <NA>  <NA>        <NA>       0      5   2009
## 455            0        0   <NA>  <NA>        <NA>       0      6   2009
## 456            0        0   <NA>  <NA>        <NA>       0      3   2009
## 457            0        0   <NA>  <NA>        <NA>       0      5   2009
## 458            0        0   <NA> MnPrv        <NA>       0      4   2009
## 459          120        0   <NA>  GdWo        <NA>       0     11   2009
## 460            0        0   <NA>  <NA>        <NA>       0      4   2009
## 461            0        0   <NA>  <NA>        <NA>       0      7   2009
## 462            0        0   <NA>  <NA>        <NA>       0      1   2009
## 463            0        0   <NA>  <NA>        Shed    2500      2   2009
## 464            0        0   <NA>  <NA>        <NA>       0      7   2009
## 465            0        0   <NA>  <NA>        <NA>       0      2   2009
## 466            0        0   <NA>  <NA>        <NA>       0      5   2009
## 467            0        0   <NA> MnPrv        <NA>       0      4   2009
## 468            0        0   <NA>  <NA>        <NA>       0      3   2009
## 469            0        0   <NA> MnPrv        <NA>       0      7   2009
## 470            0        0   <NA>  <NA>        Shed     700      8   2009
## 471            0        0   <NA> GdPrv        <NA>       0      6   2009
## 472            0        0   <NA>  <NA>        <NA>       0      7   2009
## 473            0        0   <NA> MnPrv        <NA>       0      4   2009
## 474            0        0   <NA>  <NA>        <NA>       0      4   2008
## 475            0        0   <NA>  <NA>        <NA>       0     10   2008
## 476            0        0   <NA>  <NA>        <NA>       0      5   2008
## 477            0        0   <NA>  <NA>        <NA>       0     11   2008
## 478            0        0   <NA>  <NA>        <NA>       0     11   2008
## 479            0        0   <NA>  <NA>        <NA>       0      7   2008
## 480          144        0   <NA>  <NA>        <NA>       0      8   2008
## 481            0        0   <NA>  <NA>        <NA>       0      4   2008
## 482            0        0   <NA> GdPrv        <NA>       0      9   2008
## 483            0        0   <NA>  <NA>        <NA>       0      4   2008
## 484            0        0   <NA>  <NA>        <NA>       0      7   2008
## 485            0        0   <NA>  <NA>        <NA>       0      9   2008
## 486            0        0   <NA>  <NA>        Shed     750      5   2008
## 487            0        0   <NA>  <NA>        <NA>       0      7   2008
## 488            0        0   <NA>  <NA>        <NA>       0      7   2008
## 489          141        0   <NA>  <NA>        <NA>       0      6   2008
## 490            0        0   <NA>  <NA>        <NA>       0      7   2008
## 491            0        0   <NA>  <NA>        <NA>       0      8   2008
## 492            0        0   <NA>  <NA>        <NA>       0      3   2008
## 493            0        0   <NA> MnPrv        <NA>       0     11   2008
## 494            0        0   <NA>  <NA>        <NA>       0      3   2008
## 495            0        0   <NA>  <NA>        <NA>       0      6   2008
## 496          208        0   <NA> MnPrv        <NA>       0     12   2008
## 497            0        0   <NA>  GdWo        <NA>       0      4   2008
## 498            0        0   <NA> GdPrv        <NA>       0      6   2008
## 499            0        0   <NA>  <NA>        <NA>       0      6   2008
## 500            0        0   <NA>  <NA>        <NA>       0      9   2008
## 501            0        0   <NA>  <NA>        <NA>       0      5   2008
## 502            0        0   <NA>  <NA>        <NA>       0      2   2008
## 503            0        0   <NA>  <NA>        <NA>       0      4   2008
## 504            0        0   <NA>  <NA>        <NA>       0     12   2008
## 505            0        0   <NA>  <NA>        <NA>       0      5   2008
## 506            0        0   <NA>  <NA>        <NA>       0      9   2008
## 507            0        0   <NA>  <NA>        <NA>       0      1   2008
## 508            0        0   <NA>  <NA>        <NA>       0      8   2008
## 509            0        0   <NA>  <NA>        <NA>       0      5   2008
## 510            0        0   <NA>  <NA>        <NA>       0     10   2008
## 511          192        0   <NA>  <NA>        <NA>       0      6   2008
## 512            0        0   <NA>  <NA>        <NA>       0      8   2008
## 513            0        0   <NA>  <NA>        <NA>       0      6   2008
## 514            0        0   <NA>  <NA>        <NA>       0      7   2008
## 515          216      144     Ex  <NA>        <NA>       0      2   2008
## 516            0        0   <NA>  <NA>        <NA>       0      6   2008
## 517            0        0   <NA>  <NA>        <NA>       0      1   2008
## 518            0        0   <NA>  <NA>        <NA>       0      7   2008
## 519            0        0   <NA>  <NA>        <NA>       0     11   2008
## 520            0        0   <NA>  <NA>        <NA>       0      6   2008
## 521            0        0   <NA>  <NA>        <NA>       0      6   2008
## 522            0        0   <NA>  <NA>        <NA>       0      6   2008
## 523            0        0   <NA>  <NA>        <NA>       0      2   2008
## 524            0        0   <NA>  <NA>        <NA>       0     10   2008
## 525          144        0   <NA>  <NA>        <NA>       0      8   2008
## 526            0        0   <NA>  <NA>        <NA>       0      5   2008
## 527            0        0   <NA>  <NA>        <NA>       0      3   2008
## 528            0        0   <NA>  <NA>        <NA>       0      7   2008
## 529            0        0   <NA>  <NA>        <NA>       0      7   2008
## 530            0        0   <NA>  <NA>        <NA>       0      5   2008
## 531            0        0   <NA>  <NA>        <NA>       0     11   2008
## 532            0        0   <NA>  <NA>        <NA>       0      7   2008
## 533            0        0   <NA>  <NA>        <NA>       0      4   2008
## 534            0        0   <NA>  <NA>        <NA>       0      5   2008
## 535            0        0   <NA>  <NA>        <NA>       0      5   2008
## 536            0        0   <NA>  <NA>        <NA>       0      9   2008
## 537            0        0   <NA>  <NA>        <NA>       0      6   2008
## 538            0        0   <NA>  <NA>        <NA>       0      7   2008
## 539            0        0   <NA>  <NA>        <NA>       0      6   2008
## 540            0        0   <NA>  <NA>        <NA>       0      6   2008
## 541            0        0   <NA>  <NA>        <NA>       0      7   2008
## 542            0        0   <NA>  <NA>        <NA>       0      5   2008
## 543            0        0   <NA>  <NA>        <NA>       0      7   2008
## 544            0        0   <NA>  <NA>        <NA>       0      2   2008
## 545            0        0   <NA>  <NA>        <NA>       0      8   2008
## 546            0        0   <NA>  <NA>        <NA>       0      7   2008
## 547            0        0   <NA>  <NA>        <NA>       0      6   2008
## 548            0        0   <NA>  <NA>        <NA>       0      4   2008
## 549            0        0   <NA>  <NA>        <NA>       0      7   2008
## 550            0        0   <NA>  <NA>        <NA>       0      7   2008
## 551            0        0   <NA>  <NA>        <NA>       0      6   2008
## 552            0        0   <NA>  <NA>        <NA>       0      3   2008
## 553            0        0   <NA>  <NA>        <NA>       0      4   2008
## 554            0        0   <NA>  <NA>        <NA>       0     10   2008
## 555            0        0   <NA>  <NA>        Shed    2000     11   2008
## 556            0        0   <NA>  <NA>        <NA>       0      9   2008
## 557            0        0   <NA>  <NA>        <NA>       0      5   2008
## 558            0        0   <NA> MnPrv        Shed     400      8   2008
## 559            0        0   <NA>  <NA>        <NA>       0      7   2008
## 560            0        0   <NA>  <NA>        <NA>       0      4   2008
## 561            0        0   <NA>  <NA>        Shed     650      1   2008
## 562            0        0   <NA>  <NA>        <NA>       0      7   2008
## 563            0        0   <NA> GdPrv        <NA>       0      7   2008
## 564          196        0   <NA>  <NA>        <NA>       0      6   2008
## 565            0        0   <NA>  <NA>        <NA>       0      6   2008
## 566            0        0   <NA>  <NA>        <NA>       0      6   2008
## 567            0        0   <NA>  <NA>        <NA>       0      5   2008
## 568            0        0   <NA>  <NA>        <NA>       0      3   2008
## 569            0        0   <NA>  <NA>        <NA>       0      4   2008
## 570            0        0   <NA>  <NA>        <NA>       0      7   2008
## 571            0        0   <NA>  <NA>        <NA>       0      7   2008
## 572            0        0   <NA>  <NA>        <NA>       0      9   2008
## 573            0        0   <NA>  <NA>        <NA>       0      6   2008
## 574            0        0   <NA>  <NA>        <NA>       0      6   2008
## 575            0        0   <NA>  <NA>        <NA>       0      6   2008
## 576            0        0   <NA>  <NA>        <NA>       0     12   2008
## 577            0        0   <NA>  <NA>        <NA>       0     12   2008
## 578           94        0   <NA>  <NA>        <NA>       0      2   2008
## 579            0        0   <NA>  <NA>        <NA>       0      8   2008
## 580            0        0   <NA>  <NA>        <NA>       0      6   2008
## 581            0        0   <NA>  GdWo        <NA>       0      5   2008
## 582            0        0   <NA>  <NA>        <NA>       0      4   2008
## 583          216        0   <NA>  <NA>        <NA>       0      5   2008
## 584          192        0   <NA>  GdWo        <NA>       0     10   2008
## 585            0        0   <NA>  <NA>        Shed     450      8   2008
## 586            0        0   <NA>  <NA>        <NA>       0      8   2008
## 587            0        0   <NA>  <NA>        <NA>       0      6   2008
## 588            0        0   <NA>  <NA>        <NA>       0      7   2008
## 589            0        0   <NA>  <NA>        <NA>       0     11   2008
## 590            0        0   <NA>  <NA>        <NA>       0      5   2008
## 591          200        0   <NA>  GdWo        <NA>       0      3   2008
## 592          164        0   <NA>  <NA>        <NA>       0      5   2008
## 593            0        0   <NA> MnPrv        <NA>       0      8   2008
## 594            0        0   <NA>  <NA>        <NA>       0      9   2008
## 595            0        0   <NA> MnPrv        <NA>       0      2   2008
## 596            0        0   <NA>  <NA>        <NA>       0      9   2008
## 597            0        0   <NA> MnPrv        <NA>       0      6   2008
## 598            0        0   <NA> MnPrv        <NA>       0      8   2008
## 599           95        0   <NA>  <NA>        <NA>       0      5   2008
## 600          256        0   <NA>  <NA>        <NA>       0      6   2008
## 601            0        0   <NA>  <NA>        <NA>       0      5   2008
## 602            0        0   <NA>  <NA>        <NA>       0      4   2008
## 603            0        0   <NA> MnPrv        <NA>       0      5   2008
## 604            0        0   <NA>  <NA>        <NA>       0      5   2008
## 605            0        0   <NA>  GdWo        <NA>       0      7   2008
## 606            0        0   <NA>  <NA>        Shed    1500      9   2008
## 607            0        0   <NA>  <NA>        <NA>       0     10   2008
## 608            0        0   <NA>  <NA>        <NA>       0      1   2008
## 609            0        0   <NA> GdPrv        <NA>       0      8   2008
## 610            0        0   <NA>  <NA>        <NA>       0      5   2008
## 611            0        0   <NA>  <NA>        <NA>       0      7   2008
## 612            0        0   <NA>  GdWo        <NA>       0      6   2008
## 613            0        0   <NA>  GdWo        Shed     450      6   2008
## 614            0        0   <NA> MnPrv        Othr    6500      4   2008
## 615            0        0   <NA>  <NA>        <NA>       0      6   2008
## 616            0        0   <NA>  <NA>        <NA>       0      2   2008
## 617            0        0   <NA>  <NA>        <NA>       0      5   2008
## 618            0        0   <NA>  <NA>        <NA>       0     11   2008
## 619            0        0   <NA>  GdWo        <NA>       0      9   2008
## 620            0        0   <NA>  GdWo        <NA>       0      6   2008
## 621            0        0   <NA>  MnWw        <NA>       0      4   2008
## 622            0        0   <NA>  <NA>        <NA>       0     11   2008
## 623            0        0   <NA>  <NA>        <NA>       0      3   2008
## 624            0        0   <NA>  <NA>        <NA>       0      7   2008
## 625            0        0   <NA>  <NA>        <NA>       0      5   2008
## 626            0        0   <NA>  <NA>        <NA>       0     12   2008
## 627            0        0   <NA>  <NA>        <NA>       0      7   2008
## 628            0        0   <NA>  <NA>        <NA>       0      1   2008
## 629            0        0   <NA> MnPrv        <NA>       0      8   2008
## 630            0        0   <NA>  <NA>        <NA>       0      6   2008
## 631            0        0   <NA>  <NA>        <NA>       0      6   2008
## 632            0        0   <NA>  <NA>        <NA>       0      5   2008
## 633            0        0   <NA>  <NA>        <NA>       0      6   2008
## 634            0        0   <NA>  <NA>        <NA>       0      2   2008
## 635            0        0   <NA>  <NA>        <NA>       0      5   2008
## 636            0        0   <NA>  <NA>        <NA>       0      9   2008
## 637            0        0   <NA>  <NA>        <NA>       0      9   2008
## 638            0        0   <NA>  <NA>        <NA>       0      6   2008
## 639            0        0   <NA>  <NA>        <NA>       0      3   2008
## 640            0        0   <NA> MnPrv        <NA>       0     12   2008
## 641            0        0   <NA>  <NA>        <NA>       0      2   2008
## 642            0        0   <NA> MnPrv        <NA>       0      3   2008
## 643            0        0   <NA>  <NA>        <NA>       0      5   2008
## 644            0        0   <NA>  <NA>        <NA>       0      4   2008
## 645            0        0   <NA>  <NA>        <NA>       0      2   2008
## 646            0        0   <NA>  <NA>        <NA>       0     11   2008
## 647            0        0   <NA>  <NA>        <NA>       0     12   2008
## 648            0        0   <NA>  <NA>        <NA>       0      6   2008
## 649            0        0   <NA>  <NA>        <NA>       0      5   2008
## 650            0        0   <NA> GdPrv        <NA>       0      7   2008
## 651            0        0   <NA>  <NA>        <NA>       0      8   2008
## 652            0        0   <NA>  <NA>        <NA>       0      7   2008
## 653            0        0   <NA>  <NA>        <NA>       0      5   2008
## 654            0        0   <NA> MnPrv        Shed     400      4   2008
## 655            0        0   <NA> GdPrv        <NA>       0      7   2008
## 656            0        0   <NA>  <NA>        <NA>       0      7   2008
## 657            0        0   <NA> GdPrv        <NA>       0      5   2008
## 658            0        0   <NA>  <NA>        <NA>       0      4   2008
## 659            0        0   <NA>  <NA>        <NA>       0      4   2008
## 660            0        0   <NA> MnPrv        <NA>       0      4   2008
## 661            0        0   <NA> MnPrv        <NA>       0      4   2008
## 662            0        0   <NA>  <NA>        <NA>       0      8   2008
## 663            0        0   <NA>  <NA>        <NA>       0      6   2008
## 664            0        0   <NA> MnPrv        <NA>       0      1   2008
## 665            0        0   <NA>  <NA>        <NA>       0     10   2008
## 666            0        0   <NA>  <NA>        <NA>       0      3   2008
## 667            0        0   <NA> MnPrv        Shed    1000      9   2008
## 668            0        0   <NA>  <NA>        <NA>       0      6   2008
## 669            0        0   <NA>  <NA>        <NA>       0      7   2008
## 670            0        0   <NA>  <NA>        <NA>       0      5   2008
## 671            0        0   <NA>  <NA>        <NA>       0     11   2008
## 672            0        0   <NA>  <NA>        <NA>       0      4   2008
## 673            0        0   <NA>  <NA>        <NA>       0      7   2008
## 674            0        0   <NA> MnPrv        <NA>       0      8   2008
## 675            0        0   <NA>  <NA>        <NA>       0      8   2008
## 676            0        0   <NA>  <NA>        <NA>       0      5   2008
## 677            0        0   <NA>  <NA>        <NA>       0      9   2008
## 678           64        0   <NA> MnPrv        <NA>       0      5   2008
## 679            0        0   <NA>  <NA>        <NA>       0     12   2008
## 680            0        0   <NA> MnPrv        Shed     600      7   2008
## 681            0        0   <NA>  GdWo        <NA>       0      5   2008
## 682            0        0   <NA> MnPrv        <NA>       0      3   2008
## 683            0        0   <NA>  <NA>        <NA>       0      3   2008
## 684            0        0   <NA>  <NA>        <NA>       0      1   2008
## 685            0        0   <NA>  <NA>        <NA>       0      5   2008
## 686            0        0   <NA>  <NA>        <NA>       0      6   2008
## 687            0        0   <NA>  <NA>        <NA>       0     12   2008
## 688            0        0   <NA> MnPrv        <NA>       0      6   2008
## 689            0        0   <NA> MnPrv        <NA>       0      6   2008
## 690            0        0   <NA>  <NA>        <NA>       0      4   2008
## 691            0        0   <NA>  <NA>        <NA>       0      1   2008
## 692            0        0   <NA>  <NA>        <NA>       0      1   2008
## 693          576        0   <NA> MnPrv        <NA>       0      7   2008
## 694            0        0   <NA>  <NA>        <NA>       0      4   2008
## 695            0        0   <NA>  GdWo        <NA>       0     11   2008
## 696          216        0   <NA> GdPrv        <NA>       0      6   2008
## 697            0        0   <NA>  <NA>        <NA>       0      4   2008
## 698            0        0   <NA>  <NA>        <NA>       0     12   2008
## 699            0        0   <NA>  <NA>        <NA>       0      2   2008
## 700            0        0   <NA>  <NA>        <NA>       0      3   2008
## 701            0        0   <NA>  <NA>        <NA>       0      5   2008
## 702          255        0   <NA>  <NA>        <NA>       0      6   2008
## 703            0        0   <NA>  <NA>        <NA>       0     12   2008
## 704            0        0   <NA>  <NA>        <NA>       0      2   2008
## 705            0        0   <NA>  <NA>        <NA>       0      3   2008
## 706            0        0   <NA>  <NA>        <NA>       0      8   2008
## 707            0        0   <NA>  <NA>        <NA>       0      5   2008
## 708            0        0   <NA>  <NA>        <NA>       0      7   2008
## 709            0        0   <NA>  <NA>        <NA>       0      6   2008
## 710            0        0   <NA>  <NA>        Shed    4500      5   2008
## 711            0        0   <NA>  <NA>        <NA>       0      5   2008
## 712            0        0   <NA> MnPrv        <NA>       0      9   2008
## 713          227        0   <NA>  <NA>        <NA>       0      8   2008
## 714            0        0   <NA>  <NA>        <NA>       0      6   2008
## 715            0        0   <NA>  <NA>        <NA>       0      1   2008
## 716            0        0   <NA>  <NA>        <NA>       0      6   2008
## 717            0        0   <NA>  <NA>        <NA>       0      8   2008
## 718            0        0   <NA>  <NA>        <NA>       0      6   2008
## 719            0        0   <NA>  <NA>        <NA>       0      2   2008
## 720            0        0   <NA>  <NA>        <NA>       0      7   2008
## 721            0        0   <NA>  <NA>        <NA>       0      6   2008
## 722            0        0   <NA>  <NA>        <NA>       0      2   2008
## 723            0        0   <NA>  <NA>        <NA>       0      6   2008
## 724          161        0   <NA> MnPrv        <NA>       0      4   2008
## 725            0        0   <NA>  <NA>        <NA>       0      4   2008
## 726            0        0   <NA>  <NA>        <NA>       0      5   2008
## 727            0        0   <NA>  <NA>        <NA>       0     11   2008
## 728            0        0   <NA> MnPrv        <NA>       0      2   2008
## 729            0        0   <NA>  <NA>        <NA>       0      7   2008
## 730            0        0   <NA>  <NA>        <NA>       0      6   2008
## 731            0        0   <NA>  <NA>        <NA>       0      7   2008
## 732            0        0   <NA>  <NA>        <NA>       0      5   2008
## 733            0        0   <NA>  <NA>        <NA>       0      1   2008
## 734            0        0   <NA>  <NA>        <NA>       0      4   2008
## 735            0        0   <NA> MnPrv        Gar2    3000      5   2008
## 736            0        0   <NA>  <NA>        <NA>       0     11   2008
## 737            0        0   <NA>  <NA>        <NA>       0      6   2008
## 738            0        0   <NA>  <NA>        <NA>       0      4   2008
## 739            0        0   <NA>  <NA>        <NA>       0      7   2008
## 740          192        0   <NA> MnPrv        <NA>       0      7   2008
## 741            0        0   <NA>  <NA>        Shed     400      1   2008
## 742            0        0   <NA> GdPrv        <NA>       0      6   2008
## 743            0        0   <NA>  <NA>        <NA>       0      6   2008
## 744            0        0   <NA>  <NA>        <NA>       0      7   2008
## 745          100        0   <NA>  <NA>        <NA>       0      3   2008
## 746          221        0   <NA> MnPrv        <NA>       0      5   2008
## 747            0        0   <NA>  <NA>        <NA>       0      6   2008
## 748            0        0   <NA>  <NA>        <NA>       0      4   2008
## 749            0        0   <NA> MnPrv        <NA>       0      4   2008
## 750            0        0   <NA> GdPrv        <NA>       0     12   2008
## 751            0        0   <NA> MnPrv        <NA>       0      7   2008
## 752            0        0   <NA>  <NA>        <NA>       0      7   2008
## 753            0        0   <NA>  <NA>        <NA>       0      7   2008
## 754          100        0   <NA> MnPrv        <NA>       0      7   2008
## 755            0        0   <NA>  <NA>        <NA>       0      5   2008
## 756            0        0   <NA>  <NA>        <NA>       0      1   2008
## 757            0        0   <NA>  <NA>        <NA>       0      2   2008
## 758            0        0   <NA>  <NA>        <NA>       0      7   2008
## 759            0        0   <NA>  <NA>        <NA>       0      5   2008
## 760            0        0   <NA>  <NA>        <NA>       0      6   2008
## 761            0        0   <NA>  <NA>        <NA>       0      8   2008
## 762          155        0   <NA>  <NA>        <NA>       0      7   2008
## 763            0        0   <NA>  <NA>        <NA>       0      9   2008
## 764            0        0   <NA>  <NA>        <NA>       0      9   2008
## 765            0        0   <NA>  <NA>        <NA>       0     11   2008
## 766            0        0   <NA>  <NA>        <NA>       0      7   2008
## 767            0        0   <NA>  <NA>        <NA>       0      7   2008
## 768            0        0   <NA>  <NA>        <NA>       0      4   2008
## 769            0        0   <NA>  <NA>        <NA>       0      1   2008
## 770            0        0   <NA>  <NA>        <NA>       0      4   2008
## 771            0        0   <NA>  <NA>        <NA>       0     10   2008
## 772            0        0   <NA>  <NA>        <NA>       0      7   2008
## 773            0        0   <NA>  <NA>        <NA>       0      3   2008
## 774            0        0   <NA>  <NA>        <NA>       0      6   2008
## 775            0        0   <NA>  <NA>        <NA>       0     12   2008
## 776            0        0   <NA>  <NA>        <NA>       0      1   2008
## 777            0        0   <NA>  <NA>        <NA>       0      6   2008
## 778            0        0   <NA>  <NA>        <NA>       0     11   2008
## 779            0        0   <NA>  <NA>        <NA>       0      2   2008
## 780            0        0   <NA>  <NA>        <NA>       0      4   2008
## 781          171        0   <NA>  <NA>        <NA>       0     11   2008
## 782            0        0   <NA>  <NA>        <NA>       0      6   2008
## 783            0        0   <NA>  <NA>        <NA>       0      5   2008
## 784            0        0   <NA>  <NA>        <NA>       0      6   2008
## 785            0        0   <NA>  GdWo        <NA>       0      7   2008
## 786            0        0   <NA>  GdWo        Shed     500      2   2008
## 787            0        0   <NA>  <NA>        <NA>       0      3   2008
## 788            0        0   <NA>  GdWo        <NA>       0      4   2008
## 789            0        0   <NA>  <NA>        <NA>       0      7   2008
## 790            0        0   <NA>  <NA>        <NA>       0      4   2008
## 791            0        0   <NA>  <NA>        <NA>       0      1   2008
## 792            0        0   <NA>  <NA>        <NA>       0      3   2007
## 793            0        0   <NA>  <NA>        <NA>       0      3   2007
## 794            0        0   <NA> MnPrv        <NA>       0      3   2007
## 795            0        0   <NA>  <NA>        <NA>       0      4   2007
## 796            0        0   <NA>  <NA>        <NA>       0      8   2007
## 797            0        0   <NA>  <NA>        <NA>       0      8   2007
## 798            0        0   <NA>  <NA>        <NA>       0      8   2007
## 799            0        0   <NA>  <NA>        <NA>       0      7   2007
## 800            0        0   <NA> MnPrv        <NA>       0      3   2007
## 801          135        0   <NA>  <NA>        <NA>       0     10   2007
## 802            0        0   <NA>  <NA>        <NA>       0      8   2007
## 803            0        0   <NA>  <NA>        <NA>       0      7   2007
## 804          322        0   <NA>  <NA>        <NA>       0      6   2007
## 805            0        0   <NA>  <NA>        <NA>       0     11   2007
## 806            0        0   <NA>  <NA>        <NA>       0      3   2007
## 807            0        0   <NA>  <NA>        <NA>       0      1   2007
## 808          174        0   <NA>  <NA>        <NA>       0     10   2007
## 809            0        0   <NA>  <NA>        <NA>       0      4   2007
## 810            0        0   <NA>  <NA>        <NA>       0      3   2007
## 811            0        0   <NA>  <NA>        <NA>       0      9   2007
## 812            0        0   <NA>  <NA>        <NA>       0      3   2007
## 813            0        0   <NA> MnPrv        <NA>       0      8   2007
## 814            0        0   <NA>  <NA>        <NA>       0      8   2007
## 815            0        0   <NA>  <NA>        <NA>       0      9   2007
## 816            0        0   <NA>  <NA>        <NA>       0      2   2007
## 817            0        0   <NA>  <NA>        <NA>       0     11   2007
## 818            0        0   <NA>  GdWo        <NA>       0      9   2007
## 819            0        0   <NA>  <NA>        <NA>       0     10   2007
## 820            0        0   <NA>  GdWo        <NA>       0      7   2007
## 821            0        0   <NA>  <NA>        <NA>       0      7   2007
## 822            0        0   <NA>  <NA>        <NA>       0     10   2007
## 823            0        0   <NA>  <NA>        <NA>       0      2   2007
## 824            0        0   <NA>  <NA>        <NA>       0     12   2007
## 825            0        0   <NA>  <NA>        <NA>       0      4   2007
## 826            0        0   <NA>  <NA>        <NA>       0     11   2007
## 827            0        0   <NA>  <NA>        <NA>       0      8   2007
## 828            0        0   <NA>  <NA>        <NA>       0      6   2007
## 829            0        0   <NA>  <NA>        <NA>       0     11   2007
## 830            0        0   <NA>  <NA>        <NA>       0     12   2007
## 831            0        0   <NA>  <NA>        <NA>       0      3   2007
## 832          175        0   <NA>  <NA>        <NA>       0      8   2007
## 833            0        0   <NA>  <NA>        <NA>       0     10   2007
## 834            0        0   <NA>  <NA>        <NA>       0      5   2007
## 835            0        0   <NA>  <NA>        <NA>       0      8   2007
## 836            0        0   <NA>  <NA>        <NA>       0      6   2007
## 837            0        0   <NA>  <NA>        <NA>       0      9   2007
## 838            0        0   <NA>  <NA>        <NA>       0      6   2007
## 839            0        0   <NA>  <NA>        <NA>       0      8   2007
## 840            0        0   <NA>  <NA>        <NA>       0      1   2007
## 841            0        0   <NA>  <NA>        <NA>       0      8   2007
## 842            0        0   <NA>  <NA>        <NA>       0      5   2007
## 843            0        0   <NA>  <NA>        <NA>       0      1   2007
## 844            0        0   <NA>  <NA>        <NA>       0      2   2007
## 845            0        0   <NA>  <NA>        <NA>       0      8   2007
## 846            0        0   <NA>  <NA>        <NA>       0      5   2007
## 847            0        0   <NA>  <NA>        <NA>       0      6   2007
## 848            0        0   <NA>  <NA>        <NA>       0      5   2007
## 849            0        0   <NA>  <NA>        <NA>       0      5   2007
## 850            0        0   <NA>  <NA>        <NA>       0      9   2007
## 851            0        0   <NA>  <NA>        <NA>       0      3   2007
## 852            0        0   <NA>  <NA>        <NA>       0      5   2007
## 853            0        0   <NA>  <NA>        <NA>       0      6   2007
## 854            0        0   <NA>  <NA>        <NA>       0      5   2007
## 855            0        0   <NA>  <NA>        <NA>       0      3   2007
## 856            0        0   <NA>  <NA>        <NA>       0      6   2007
## 857            0        0   <NA>  <NA>        Shed    2000      6   2007
## 858            0        0   <NA>  <NA>        <NA>       0     12   2007
## 859            0        0   <NA>  <NA>        <NA>       0      7   2007
## 860            0        0   <NA>  <NA>        <NA>       0      8   2007
## 861            0        0   <NA>  <NA>        <NA>       0     11   2007
## 862            0        0   <NA>  <NA>        <NA>       0      8   2007
## 863            0        0   <NA>  <NA>        <NA>       0      4   2007
## 864            0        0   <NA>  <NA>        <NA>       0      6   2007
## 865            0        0   <NA>  <NA>        <NA>       0      4   2007
## 866            0        0   <NA>  <NA>        <NA>       0     10   2007
## 867            0        0   <NA>  <NA>        <NA>       0      7   2007
## 868            0        0   <NA>  <NA>        <NA>       0      7   2007
## 869            0        0   <NA>  <NA>        <NA>       0      6   2007
## 870            0        0   <NA>  <NA>        <NA>       0      5   2007
## 871            0        0   <NA>  <NA>        <NA>       0      6   2007
## 872            0        0   <NA>  <NA>        <NA>       0      7   2007
## 873            0        0   <NA>  <NA>        <NA>       0      1   2007
## 874            0        0   <NA>  <NA>        <NA>       0      5   2007
## 875          144        0   <NA>  <NA>        <NA>       0      9   2007
## 876            0        0   <NA>  <NA>        <NA>       0      5   2007
## 877            0        0   <NA>  <NA>        <NA>       0      9   2007
## 878            0        0   <NA>  <NA>        <NA>       0      7   2007
## 879            0        0   <NA>  <NA>        <NA>       0      1   2007
## 880            0        0   <NA>  <NA>        <NA>       0     10   2007
## 881            0        0   <NA>  <NA>        <NA>       0      9   2007
## 882            0        0   <NA>  <NA>        <NA>       0     12   2007
## 883            0        0   <NA>  <NA>        <NA>       0      4   2007
## 884            0        0   <NA>  <NA>        <NA>       0      7   2007
## 885            0        0   <NA>  <NA>        <NA>       0      3   2007
## 886            0        0   <NA>  <NA>        <NA>       0     11   2007
## 887            0        0   <NA>  <NA>        <NA>       0      6   2007
## 888            0        0   <NA>  <NA>        <NA>       0     11   2007
## 889            0        0   <NA>  <NA>        <NA>       0      7   2007
## 890            0        0   <NA>  <NA>        <NA>       0     12   2007
## 891            0        0   <NA>  <NA>        <NA>       0      5   2007
## 892            0        0   <NA>  <NA>        <NA>       0      4   2007
## 893            0        0   <NA>  <NA>        <NA>       0      6   2007
## 894            0        0   <NA>  <NA>        <NA>       0      6   2007
## 895            0        0   <NA>  <NA>        <NA>       0     10   2007
## 896            0        0   <NA>  <NA>        <NA>       0      5   2007
## 897            0        0   <NA>  <NA>        <NA>       0      6   2007
## 898            0        0   <NA> GdPrv        <NA>       0      5   2007
## 899            0        0   <NA> MnPrv        <NA>       0      7   2007
## 900            0        0   <NA>  <NA>        <NA>       0      3   2007
## 901            0        0   <NA>  <NA>        <NA>       0      6   2007
## 902          182        0   <NA>  <NA>        <NA>       0      2   2007
## 903            0        0   <NA>  <NA>        <NA>       0      8   2007
## 904            0        0   <NA>  <NA>        <NA>       0      1   2007
## 905            0        0   <NA>  <NA>        <NA>       0      7   2007
## 906            0        0   <NA>  <NA>        <NA>       0      2   2007
## 907            0        0   <NA>  <NA>        <NA>       0      2   2007
## 908            0        0   <NA>  <NA>        <NA>       0      8   2007
## 909            0        0   <NA>  <NA>        <NA>       0      7   2007
## 910            0        0   <NA>  <NA>        <NA>       0      9   2007
## 911            0        0   <NA>  <NA>        <NA>       0      9   2007
## 912            0        0   <NA>  <NA>        <NA>       0     12   2007
## 913          180        0   <NA>  <NA>        <NA>       0      8   2007
## 914          144        0   <NA>  <NA>        <NA>       0      6   2007
## 915          217        0   <NA>  <NA>        <NA>       0      5   2007
## 916            0        0   <NA>  <NA>        <NA>       0      3   2007
## 917            0        0   <NA>  <NA>        <NA>       0      3   2007
## 918            0        0   <NA>  <NA>        <NA>       0      9   2007
## 919            0        0   <NA>  <NA>        <NA>       0      6   2007
## 920            0        0   <NA>  <NA>        <NA>       0      1   2007
## 921          200        0   <NA>  <NA>        <NA>       0      4   2007
## 922          256        0   <NA>  <NA>        <NA>       0      5   2007
## 923            0        0   <NA>  <NA>        <NA>       0      7   2007
## 924            0        0   <NA>  <NA>        <NA>       0      8   2007
## 925            0        0   <NA> MnPrv        Shed     400     11   2007
## 926            0        0   <NA>  <NA>        <NA>       0      2   2007
## 927            0        0   <NA>  <NA>        <NA>       0      3   2007
## 928            0        0   <NA>  <NA>        <NA>       0      4   2007
## 929            0        0   <NA>  GdWo        <NA>       0      1   2007
## 930            0        0   <NA>  <NA>        <NA>       0      8   2007
## 931            0        0   <NA> GdPrv        <NA>       0      2   2007
## 932            0        0   <NA>  <NA>        <NA>       0      1   2007
## 933            0        0   <NA> MnPrv        <NA>       0     10   2007
## 934            0        0   <NA> GdPrv        <NA>       0      5   2007
## 935          161        0   <NA> MnPrv        <NA>       0      7   2007
## 936            0        0   <NA> MnPrv        <NA>       0      8   2007
## 937          201        0   <NA>  <NA>        <NA>       0      7   2007
## 938          192        0   <NA> MnPrv        <NA>       0     10   2007
## 939            0        0   <NA> MnPrv        <NA>       0      4   2007
## 940            0        0   <NA> MnPrv        Shed    2000      7   2007
## 941            0        0   <NA>  <NA>        <NA>       0      7   2007
## 942          175        0   <NA> MnPrv        <NA>       0     10   2007
## 943            0        0   <NA>  <NA>        <NA>       0      5   2007
## 944            0        0   <NA>  <NA>        <NA>       0      6   2007
## 945          168        0   <NA>  <NA>        <NA>       0      5   2007
## 946            0        0   <NA>  <NA>        <NA>       0      9   2007
## 947            0        0   <NA>  <NA>        <NA>       0     12   2007
## 948          109        0   <NA>  <NA>        <NA>       0      7   2007
## 949            0        0   <NA>  <NA>        <NA>       0      6   2007
## 950            0        0   <NA>  <NA>        <NA>       0      4   2007
## 951            0        0   <NA>  GdWo        <NA>       0      4   2007
## 952            0        0   <NA>  <NA>        <NA>       0      6   2007
## 953            0        0   <NA>  <NA>        <NA>       0      8   2007
## 954            0        0   <NA>  <NA>        <NA>       0      7   2007
## 955            0        0   <NA>  <NA>        <NA>       0     12   2007
## 956            0        0   <NA>  <NA>        <NA>       0      4   2007
## 957            0        0   <NA> MnPrv        <NA>       0      6   2007
## 958            0        0   <NA>  <NA>        <NA>       0      6   2007
## 959            0        0   <NA>  <NA>        <NA>       0      8   2007
## 960            0        0   <NA>  GdWo        <NA>       0      3   2007
## 961            0      368   <NA> GdPrv        <NA>       0      2   2007
## 962            0        0   <NA> MnPrv        Shed     400      6   2007
## 963            0        0   <NA>  <NA>        <NA>       0      4   2007
## 964            0        0   <NA>  GdWo        <NA>       0      6   2007
## 965          156        0   <NA>  <NA>        <NA>       0     11   2007
## 966            0        0   <NA>  <NA>        <NA>       0      8   2007
## 967            0        0   <NA>  <NA>        <NA>       0      7   2007
## 968          165        0   <NA> MnPrv        <NA>       0     10   2007
## 969            0        0   <NA>  <NA>        <NA>       0      2   2007
## 970            0        0   <NA>  <NA>        <NA>       0      8   2007
## 971            0        0   <NA>  <NA>        <NA>       0     11   2007
## 972            0        0   <NA>  <NA>        Shed       0      7   2007
## 973          225        0   <NA>  <NA>        <NA>       0      3   2007
## 974            0        0   <NA>  <NA>        <NA>       0      5   2007
## 975            0        0   <NA> MnPrv        <NA>       0     11   2007
## 976            0        0   <NA>  <NA>        <NA>       0      7   2007
## 977            0        0   <NA>  <NA>        <NA>       0     12   2007
## 978            0        0   <NA>  <NA>        <NA>       0     10   2007
## 979            0        0   <NA>  <NA>        <NA>       0      4   2007
## 980            0        0   <NA>  <NA>        <NA>       0      7   2007
## 981            0        0   <NA> MnPrv        <NA>       0      2   2007
## 982            0        0   <NA>  <NA>        <NA>       0      7   2007
## 983            0        0   <NA>  <NA>        <NA>       0      5   2007
## 984            0        0   <NA> MnPrv        <NA>       0      6   2007
## 985            0        0   <NA>  <NA>        <NA>       0      5   2007
## 986            0        0   <NA> MnPrv        <NA>       0      5   2007
## 987            0        0   <NA> MnPrv        <NA>       0      5   2007
## 988            0        0   <NA>  <NA>        <NA>       0      3   2007
## 989            0        0   <NA>  <NA>        <NA>       0      6   2007
## 990            0        0   <NA>  <NA>        <NA>       0     11   2007
## 991            0        0   <NA> MnPrv        <NA>       0      7   2007
## 992            0        0   <NA> MnPrv        <NA>       0      2   2007
## 993            0        0   <NA>  <NA>        <NA>       0      5   2007
## 994            0        0   <NA>  <NA>        <NA>       0      5   2007
## 995          150        0   <NA>  <NA>        <NA>       0      8   2007
## 996            0        0   <NA>  <NA>        <NA>       0      3   2007
## 997            0        0   <NA>  <NA>        <NA>       0      3   2007
## 998            0        0   <NA>  GdWo        <NA>       0      2   2007
## 999            0        0   <NA> MnPrv        <NA>       0      7   2007
## 1000           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1001           0        0   <NA> MnPrv        <NA>       0      7   2007
## 1002           0        0   <NA> GdPrv        <NA>       0      7   2007
## 1003           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1004           0        0   <NA> MnPrv        <NA>       0      5   2007
## 1005           0        0   <NA>  <NA>        <NA>       0      2   2007
## 1006           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1007           0        0   <NA> GdPrv        <NA>       0      9   2007
## 1008           0        0   <NA> MnPrv        <NA>       0      9   2007
## 1009           0        0   <NA> MnPrv        <NA>       0      9   2007
## 1010           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1011         216        0   <NA>  <NA>        <NA>       0      4   2007
## 1012           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1013           0        0   <NA>  <NA>        <NA>       0      2   2007
## 1014          84        0   <NA>  <NA>        <NA>       0      9   2007
## 1015           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1016           0        0   <NA> MnPrv        <NA>       0      7   2007
## 1017           0        0   <NA> MnPrv        <NA>       0      3   2007
## 1018           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1019           0        0   <NA> MnPrv        <NA>       0      7   2007
## 1020           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1021           0        0   <NA> MnPrv        <NA>       0      2   2007
## 1022           0        0   <NA> GdPrv        <NA>       0      5   2007
## 1023           0        0   <NA>  <NA>        <NA>       0      1   2007
## 1024           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1025           0        0   <NA> MnPrv        <NA>       0      7   2007
## 1026           0        0   <NA>  <NA>        <NA>       0     12   2007
## 1027           0        0   <NA>  <NA>        Shed     500      5   2007
## 1028         126        0   <NA> MnPrv        <NA>       0      7   2007
## 1029           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1030           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1031           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1032         168        0   <NA> GdPrv        <NA>       0      2   2007
## 1033           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1034           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1035           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1036         144        0   <NA>  <NA>        <NA>       0      7   2007
## 1037           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1038           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1039           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1040           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1041           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1042           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1043           0        0   <NA> MnPrv        <NA>       0      3   2007
## 1044           0      444   <NA>  <NA>        <NA>       0      4   2007
## 1045           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1046           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1047           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1048           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1049           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1050           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1051           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1052           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1053         144        0   <NA> GdPrv        <NA>       0      5   2007
## 1054           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1055           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1056           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1057           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1058           0        0   <NA> GdPrv        <NA>       0      7   2007
## 1059           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1060           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1061           0        0   <NA>  <NA>        <NA>       0      2   2007
## 1062           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1063           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1064           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1065           0        0   <NA> MnPrv        <NA>       0      6   2007
## 1066           0        0   <NA> MnPrv        <NA>       0      1   2007
## 1067           0        0   <NA> MnPrv        <NA>       0      1   2007
## 1068           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1069           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1070           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1071         116        0   <NA>  <NA>        <NA>       0      1   2007
## 1072           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1073           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1074           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1075           0        0   <NA>  <NA>        <NA>       0      1   2007
## 1076           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1077           0        0   <NA>  <NA>        <NA>       0      1   2007
## 1078           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1079           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1080           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1081           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1082           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1083           0        0   <NA>  <NA>        Shed     450      8   2007
## 1084           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1085         100        0   <NA>  <NA>        <NA>       0      7   2007
## 1086           0        0   <NA> GdPrv        <NA>       0      6   2007
## 1087           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1088           0        0   <NA>  <NA>        <NA>       0      2   2007
## 1089           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1090           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1091           0        0   <NA>  <NA>        <NA>       0     12   2007
## 1092           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1093           0        0   <NA>  GdWo        <NA>       0      7   2007
## 1094           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1095           0        0   <NA> MnPrv        <NA>       0      7   2007
## 1096           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1097           0        0   <NA>  <NA>        Shed    1512      1   2007
## 1098           0        0   <NA> MnPrv        <NA>       0      4   2007
## 1099           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1100           0        0   <NA> MnPrv        <NA>       0      6   2007
## 1101           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1102           0        0   <NA> MnPrv        <NA>       0      7   2007
## 1103         153        0   <NA> GdPrv        <NA>       0     10   2007
## 1104         228        0   <NA>  <NA>        <NA>       0      6   2007
## 1105           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1106         144        0   <NA> MnPrv        <NA>       0     10   2007
## 1107           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1108           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1109           0        0   <NA> MnPrv        <NA>       0     12   2007
## 1110           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1111           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1112           0        0   <NA>  GdWo        <NA>       0      2   2007
## 1113           0      228     Ex  <NA>        <NA>       0      8   2007
## 1114           0        0   <NA> MnPrv        <NA>       0      5   2007
## 1115           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1116           0        0   <NA> MnPrv        <NA>       0      3   2007
## 1117           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1118           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1119           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1120           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1121           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1122         153        0   <NA>  <NA>        <NA>       0     10   2007
## 1123           0        0   <NA> MnPrv        <NA>       0      1   2007
## 1124           0        0   <NA>  <NA>        <NA>       0     12   2007
## 1125         145        0   <NA>  <NA>        <NA>       0      7   2007
## 1126           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1127           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1128           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1129           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1130         138        0   <NA> GdPrv        <NA>       0      7   2007
## 1131           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1132           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1133           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1134           0        0   <NA>  <NA>        <NA>       0      1   2007
## 1135           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1136           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1137           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1138         108        0   <NA>  <NA>        <NA>       0      9   2007
## 1139           0      561   <NA> GdPrv        <NA>       0      6   2007
## 1140           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1141           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1142           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1143           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1144           0        0   <NA>  GdWo        <NA>       0      4   2007
## 1145           0        0   <NA> MnPrv        <NA>       0      7   2007
## 1146           0        0   <NA> MnPrv        <NA>       0      9   2007
## 1147           0        0   <NA> GdPrv        <NA>       0      5   2007
## 1148         240        0   <NA> GdPrv        <NA>       0      6   2007
## 1149           0        0   <NA>  GdWo        <NA>       0      9   2007
## 1150           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1151          88        0   <NA> MnPrv        <NA>       0      6   2007
## 1152           0        0   <NA> MnPrv        <NA>       0      5   2007
## 1153           0        0   <NA>  <NA>        <NA>       0     12   2007
## 1154           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1155         280        0   <NA>  <NA>        <NA>       0      8   2006
## 1156           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1157           0        0   <NA>  <NA>        <NA>       0     10   2006
## 1158           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1159           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1160           0        0   <NA>  <NA>        <NA>       0      2   2006
## 1161           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1162           0        0   <NA>  <NA>        <NA>       0      1   2006
## 1163         115        0   <NA>  <NA>        <NA>       0      5   2006
## 1164           0        0   <NA>  <NA>        <NA>       0     12   2006
## 1165         144        0   <NA> MnPrv        <NA>       0      7   2006
## 1166           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1167           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1168           0        0   <NA>  <NA>        <NA>       0      9   2006
## 1169           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1170           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1171           0        0   <NA>  <NA>        <NA>       0      1   2006
## 1172           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1173         123        0   <NA>  <NA>        <NA>       0      9   2006
## 1174           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1175           0        0   <NA> GdPrv        <NA>       0      7   2006
## 1176           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1177           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1178           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1179           0        0   <NA>  GdWo        <NA>       0      6   2006
## 1180           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1181           0        0   <NA>  <NA>        <NA>       0      9   2006
## 1182           0        0   <NA>  <NA>        <NA>       0     12   2006
## 1183           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1184           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1185           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1186           0        0   <NA> GdPrv        <NA>       0     10   2006
## 1187         225        0   <NA>  <NA>        <NA>       0      7   2006
## 1188           0        0   <NA>  <NA>        <NA>       0      9   2006
## 1189           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1190           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1191           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1192           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1193           0        0   <NA>  <NA>        <NA>       0      9   2006
## 1194         156        0   <NA>  <NA>        <NA>       0      6   2006
## 1195           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1196           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1197           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1198           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1199           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1200           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1201           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1202           0        0   <NA>  <NA>        <NA>       0      2   2006
## 1203           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1204           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1205           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1206           0        0   <NA>  <NA>        <NA>       0      2   2006
## 1207           0        0   <NA>  <NA>        <NA>       0      9   2006
## 1208           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1209           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1210           0        0   <NA>  <NA>        <NA>       0     10   2006
## 1211           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1212           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1213           0        0   <NA>  <NA>        <NA>       0      9   2006
## 1214           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1215           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1216           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1217           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1218           0        0   <NA>  <NA>        <NA>       0      2   2006
## 1219           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1220           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1221           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1222         210        0   <NA>  <NA>        <NA>       0      5   2006
## 1223           0        0   <NA> GdPrv        <NA>       0      6   2006
## 1224           0        0   <NA>  <NA>        <NA>       0     10   2006
## 1225           0        0   <NA>  <NA>        <NA>       0      1   2006
## 1226           0        0   <NA>  <NA>        <NA>       0      9   2006
## 1227           0        0   <NA>  <NA>        <NA>       0      9   2006
## 1228           0        0   <NA>  <NA>        <NA>       0     10   2006
## 1229           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1230           0        0   <NA>  <NA>        <NA>       0      2   2006
## 1231           0        0   <NA>  <NA>        <NA>       0      1   2006
## 1232           0        0   <NA>  <NA>        <NA>       0     10   2006
## 1233           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1234           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1235           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1236           0        0   <NA> GdPrv        <NA>       0      7   2006
## 1237         224        0   <NA>  <NA>        Othr    3000     10   2006
## 1238           0        0   <NA> MnPrv        <NA>       0      7   2006
## 1239           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1240           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1241           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1242           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1243           0        0   <NA> MnPrv        <NA>       0      3   2006
## 1244           0        0   <NA> MnPrv        <NA>       0      7   2006
## 1245           0        0   <NA> MnPrv        <NA>       0     11   2006
## 1246           0        0   <NA>  <NA>        <NA>       0     10   2006
## 1247           0        0   <NA> MnPrv        <NA>       0      1   2006
## 1248           0        0   <NA>  GdWo        <NA>       0      4   2006
## 1249           0        0   <NA>  <NA>        <NA>       0      6   2006
##      SaleType SaleCondition
## 1          WD        Normal
## 2          WD        Normal
## 3          WD        Normal
## 4          WD        Normal
## 5          WD        Normal
## 6          WD        Normal
## 7          WD        Normal
## 8          WD        Normal
## 9          WD        Normal
## 10         WD        Normal
## 11         WD        Normal
## 12        COD        Normal
## 13         WD        Normal
## 14         WD        Normal
## 15         WD        Normal
## 16        New       Partial
## 17        New       Partial
## 18         WD        Normal
## 19         WD        Normal
## 20         WD        Normal
## 21         WD        Normal
## 22         WD        Normal
## 23         WD        Normal
## 24         WD        Normal
## 25         WD        Normal
## 26         WD        Normal
## 27         WD        Normal
## 28         WD        Normal
## 29        New       Partial
## 30         WD        Normal
## 31         WD        Normal
## 32         WD        Normal
## 33         WD       Abnorml
## 34         WD        Normal
## 35         WD        Normal
## 36         WD        Normal
## 37         WD        Normal
## 38      ConLD        Normal
## 39         WD        Normal
## 40         WD        Normal
## 41         WD        Normal
## 42         WD        Normal
## 43        New       Partial
## 44         WD        Normal
## 45         WD        Normal
## 46         WD        Normal
## 47         WD        Normal
## 48         WD        Normal
## 49         WD        Normal
## 50         WD        Normal
## 51      ConLD        Normal
## 52         WD        Normal
## 53        COD        Family
## 54        Oth       Abnorml
## 55         WD        Normal
## 56         WD        Normal
## 57         WD        Normal
## 58         WD        Normal
## 59         WD        Normal
## 60         WD        Normal
## 61         WD        Normal
## 62         WD        Normal
## 63         WD        Normal
## 64         WD        Normal
## 65         WD        Normal
## 66         WD       Abnorml
## 67         WD        Normal
## 68         WD        Normal
## 69         WD        Normal
## 70         WD        Normal
## 71        COD       Abnorml
## 72         WD        Normal
## 73         WD        Normal
## 74         WD        Normal
## 75         WD        Normal
## 76         WD        Normal
## 77         WD       Abnorml
## 78         WD       Abnorml
## 79         WD        Normal
## 80         WD       Abnorml
## 81         WD        Normal
## 82         WD        Normal
## 83         WD        Normal
## 84         WD        Normal
## 85         WD       Abnorml
## 86         WD        Normal
## 87         WD        Normal
## 88         WD        Normal
## 89         WD        Normal
## 90         WD        Normal
## 91         WD        Normal
## 92         WD        Normal
## 93         WD        Normal
## 94         WD        Normal
## 95         WD        Normal
## 96        COD        Normal
## 97      ConLD        Normal
## 98         WD        Normal
## 99         WD       Abnorml
## 100       COD        Normal
## 101        WD        Normal
## 102        WD        Normal
## 103        WD        Normal
## 104        WD        Normal
## 105        WD        Normal
## 106        WD        Normal
## 107        WD        Normal
## 108        WD        Normal
## 109        WD        Normal
## 110        WD        Normal
## 111        WD        Normal
## 112        WD        Normal
## 113       Con       Partial
## 114       COD        Normal
## 115        WD        Normal
## 116        WD        Normal
## 117        WD        Normal
## 118        WD        Normal
## 119        WD        Normal
## 120        WD        Normal
## 121        WD        Normal
## 122        WD        Normal
## 123        WD        Normal
## 124        WD        Normal
## 125        WD        Normal
## 126     ConLD        Normal
## 127       Oth       Abnorml
## 128        WD        Normal
## 129        WD       Abnorml
## 130        WD        Normal
## 131        WD        Normal
## 132        WD        Normal
## 133        WD        Normal
## 134        WD        Normal
## 135        WD        Normal
## 136        WD        Normal
## 137        WD        Normal
## 138        WD        Normal
## 139        WD        Normal
## 140        WD        Normal
## 141     ConLw        Normal
## 142       COD        Normal
## 143        WD        Alloca
## 144        WD        Normal
## 145        WD        Normal
## 146        WD        Normal
## 147     ConLD        Normal
## 148        WD        Normal
## 149       New       Partial
## 150        WD        Normal
## 151        WD        Normal
## 152        WD        Normal
## 153        WD        Normal
## 154        WD        Normal
## 155        WD        Normal
## 156        WD        Normal
## 157        WD        Normal
## 158     ConLD        Normal
## 159        WD        Normal
## 160        WD        Normal
## 161        WD        Normal
## 162        WD        Normal
## 163        WD        Normal
## 164        WD        Normal
## 165        WD        Normal
## 166        WD        Normal
## 167        WD        Normal
## 168        WD        Normal
## 169        WD        Normal
## 170        WD        Normal
## 171        WD        Normal
## 172        WD        Normal
## 173        WD        Normal
## 174        WD        Normal
## 175        WD        Normal
## 176        WD        Normal
## 177        WD        Normal
## 178        WD       Abnorml
## 179        WD        Normal
## 180        WD        Normal
## 181        WD        Normal
## 182        WD        Normal
## 183        WD        Normal
## 184        WD        Normal
## 185        WD        Normal
## 186        WD        Normal
## 187        WD        Normal
## 188       COD        Normal
## 189        WD        Normal
## 190        WD       Abnorml
## 191        WD        Normal
## 192        WD        Normal
## 193        WD        Normal
## 194        WD        Normal
## 195        WD        Normal
## 196        WD        Normal
## 197        WD        Normal
## 198        WD        Normal
## 199        WD        Normal
## 200        WD        Normal
## 201        WD        Normal
## 202       New       Partial
## 203        WD        Normal
## 204        WD        Normal
## 205        WD        Normal
## 206        WD        Normal
## 207        WD        Family
## 208     ConLI        Normal
## 209        WD        Normal
## 210        WD        Normal
## 211        WD        Normal
## 212        WD        Normal
## 213        WD        Normal
## 214        WD        Normal
## 215        WD        Normal
## 216        WD        Normal
## 217        WD        Normal
## 218        WD       Abnorml
## 219        WD        Normal
## 220       New       Partial
## 221        WD        Normal
## 222        WD        Normal
## 223        WD        Normal
## 224        WD        Normal
## 225        WD        Normal
## 226        WD        Normal
## 227        WD        Normal
## 228        WD        Normal
## 229        WD        Normal
## 230        WD        Normal
## 231        WD        Normal
## 232        WD        Normal
## 233        WD        Normal
## 234        WD        Normal
## 235        WD        Normal
## 236        WD        Normal
## 237        WD        Normal
## 238        WD        Normal
## 239        WD        Normal
## 240        WD        Normal
## 241        WD        Normal
## 242        WD        Normal
## 243        WD        Normal
## 244        WD        Normal
## 245        WD        Normal
## 246        WD        Normal
## 247       New       Partial
## 248        WD        Normal
## 249        WD        Normal
## 250        WD        Normal
## 251        WD        Normal
## 252       New       Partial
## 253        WD        Normal
## 254        WD        Normal
## 255        WD        Normal
## 256        WD        Normal
## 257        WD        Normal
## 258        WD        Normal
## 259        WD        Normal
## 260        WD        Normal
## 261        WD        Normal
## 262        WD        Normal
## 263        WD        Normal
## 264       New       Partial
## 265        WD        Normal
## 266        WD        Normal
## 267        WD        Normal
## 268        WD        Normal
## 269        WD        Normal
## 270        WD        Normal
## 271        WD        Normal
## 272        WD        Normal
## 273        WD        Normal
## 274       Oth        Family
## 275        WD        Normal
## 276        WD        Normal
## 277        WD        Normal
## 278        WD        Normal
## 279        WD        Normal
## 280       New       Partial
## 281        WD        Normal
## 282        WD        Normal
## 283        WD        Normal
## 284        WD        Normal
## 285        WD        Normal
## 286        WD       Abnorml
## 287        WD        Normal
## 288        WD        Normal
## 289        WD        Normal
## 290        WD       Abnorml
## 291        WD        Normal
## 292        WD        Normal
## 293       COD        Normal
## 294       COD       Abnorml
## 295        WD        Normal
## 296        WD        Normal
## 297        WD        Normal
## 298        WD        Normal
## 299        WD        Normal
## 300        WD        Normal
## 301       COD       Abnorml
## 302        WD        Normal
## 303        WD        Normal
## 304        WD        Normal
## 305        WD        Normal
## 306        WD        Normal
## 307        WD        Normal
## 308        WD        Normal
## 309        WD        Normal
## 310        WD        Normal
## 311       COD       Abnorml
## 312        WD        Normal
## 313        WD        Family
## 314        WD        Normal
## 315        WD        Normal
## 316        WD        Normal
## 317        WD        Normal
## 318        WD        Normal
## 319     ConLD        Normal
## 320        WD        Normal
## 321        WD        Normal
## 322        WD        Normal
## 323        WD        Normal
## 324        WD        Normal
## 325        WD        Normal
## 326        WD        Normal
## 327        WD        Normal
## 328        WD        Normal
## 329        WD        Normal
## 330        WD        Normal
## 331        WD        Normal
## 332        WD        Normal
## 333        WD        Normal
## 334        WD        Normal
## 335        WD        Normal
## 336        WD        Normal
## 337       COD       Abnorml
## 338        WD        Normal
## 339        WD        Normal
## 340        WD        Normal
## 341        WD        Normal
## 342       COD       Abnorml
## 343        WD        Normal
## 344        WD        Normal
## 345        WD        Normal
## 346        WD        Normal
## 347        WD        Normal
## 348        WD        Normal
## 349        WD        Normal
## 350        WD        Normal
## 351        WD        Normal
## 352        WD        Normal
## 353        WD        Normal
## 354       Oth        Normal
## 355        WD        Normal
## 356        WD        Normal
## 357        WD        Normal
## 358        WD        Normal
## 359        WD        Normal
## 360        WD        Normal
## 361     ConLI        Family
## 362        WD        Normal
## 363        WD       Abnorml
## 364        WD        Normal
## 365        WD        Normal
## 366        WD        Normal
## 367        WD       Abnorml
## 368        WD        Normal
## 369        WD        Normal
## 370        WD        Normal
## 371        WD        Normal
## 372        WD       Abnorml
## 373        WD        Normal
## 374        WD        Normal
## 375        WD        Normal
## 376        WD        Normal
## 377       COD       Abnorml
## 378        WD        Normal
## 379        WD        Normal
## 380        WD        Alloca
## 381        WD        Normal
## 382        WD        Normal
## 383        WD       Abnorml
## 384        WD        Normal
## 385        WD        Normal
## 386       COD        Normal
## 387        WD        Normal
## 388        WD        Normal
## 389        WD        Normal
## 390        WD        Normal
## 391        WD        Normal
## 392        WD        Normal
## 393        WD        Normal
## 394        WD        Normal
## 395        WD        Normal
## 396        WD        Normal
## 397        WD        Normal
## 398        WD        Alloca
## 399        WD        Alloca
## 400        WD        Alloca
## 401        WD        Alloca
## 402        WD        Normal
## 403        WD        Normal
## 404        WD        Normal
## 405       New       Partial
## 406        WD        Normal
## 407        WD        Normal
## 408        WD        Normal
## 409        WD        Normal
## 410        WD        Normal
## 411        WD        Normal
## 412        WD        Normal
## 413        WD        Normal
## 414        WD        Normal
## 415        WD        Normal
## 416        WD        Normal
## 417        WD        Normal
## 418        WD        Family
## 419        WD        Normal
## 420        WD        Normal
## 421        WD        Normal
## 422        WD        Normal
## 423        WD        Normal
## 424        WD        Normal
## 425        WD        Normal
## 426        WD        Normal
## 427        WD        Normal
## 428        WD        Normal
## 429        WD        Normal
## 430        WD        Normal
## 431        WD        Normal
## 432        WD        Normal
## 433        WD        Normal
## 434        WD        Normal
## 435        WD        Normal
## 436        WD        Normal
## 437        WD       Abnorml
## 438        WD        Normal
## 439        WD        Normal
## 440        WD        Normal
## 441        WD        Normal
## 442        WD        Normal
## 443        WD        Normal
## 444        WD        Family
## 445        WD        Normal
## 446        WD        Normal
## 447        WD        Normal
## 448        WD        Normal
## 449        WD        Normal
## 450        WD        Normal
## 451        WD        Normal
## 452        WD        Normal
## 453        WD        Normal
## 454        WD        Normal
## 455       New       Partial
## 456     ConLD        Normal
## 457        WD        Normal
## 458        WD        Normal
## 459        WD        Normal
## 460       COD       Abnorml
## 461        WD        Normal
## 462        WD        Normal
## 463        WD        Normal
## 464        WD        Normal
## 465        WD       Abnorml
## 466        WD        Normal
## 467        WD        Normal
## 468        WD        Normal
## 469        WD        Normal
## 470        WD        Normal
## 471        WD        Normal
## 472        WD        Normal
## 473        WD        Normal
## 474        WD        Normal
## 475        WD        Normal
## 476        WD        Normal
## 477        WD        Normal
## 478        WD        Normal
## 479        WD        Normal
## 480        WD        Normal
## 481        WD        Family
## 482        WD        Normal
## 483        WD        Normal
## 484        WD        Normal
## 485        WD        Normal
## 486        WD        Normal
## 487        WD        Normal
## 488        WD        Family
## 489        WD        Normal
## 490        WD        Normal
## 491        WD        Normal
## 492        WD        Normal
## 493        WD        Normal
## 494        WD        Normal
## 495        WD        Normal
## 496        WD        Normal
## 497        WD        Normal
## 498        WD        Normal
## 499        WD        Normal
## 500       COD        Normal
## 501        WD        Normal
## 502        WD        Normal
## 503        WD        Normal
## 504        WD        Normal
## 505        WD        Normal
## 506        WD        Normal
## 507       New       Partial
## 508        WD        Normal
## 509        WD        Normal
## 510        WD       Abnorml
## 511        WD        Normal
## 512        WD        Normal
## 513        WD        Normal
## 514        WD        Normal
## 515        WD        Normal
## 516        WD        Normal
## 517        WD        Normal
## 518        WD        Normal
## 519       New       Partial
## 520        WD        Normal
## 521       New       Partial
## 522        WD        Normal
## 523        WD        Normal
## 524        WD        Normal
## 525        WD        Normal
## 526        WD        Normal
## 527       New       Partial
## 528        WD        Normal
## 529        WD        Normal
## 530        WD        Normal
## 531       New       Partial
## 532        WD        Normal
## 533        WD        Normal
## 534        WD        Normal
## 535        WD        Normal
## 536        WD        Normal
## 537        WD        Normal
## 538        WD        Normal
## 539        WD        Normal
## 540        WD        Normal
## 541        WD        Normal
## 542        WD        Normal
## 543        WD        Normal
## 544       New       Partial
## 545        WD        Normal
## 546       New       Partial
## 547        WD        Normal
## 548       New       Partial
## 549        WD        Normal
## 550        WD        Normal
## 551        WD        Normal
## 552        WD        Normal
## 553        WD        Normal
## 554        WD        Normal
## 555        WD        Normal
## 556        WD        Normal
## 557        WD        Normal
## 558        WD        Normal
## 559        WD        Normal
## 560        WD        Normal
## 561       COD       Abnorml
## 562        WD        Normal
## 563        WD        Normal
## 564        WD        Normal
## 565        WD        Normal
## 566        WD        Normal
## 567        WD        Normal
## 568        WD       Abnorml
## 569        WD        Normal
## 570        WD        Normal
## 571        WD        Normal
## 572        WD        Normal
## 573        WD        Normal
## 574        WD        Normal
## 575        WD        Normal
## 576        WD        Normal
## 577     ConLD        Normal
## 578        WD        Normal
## 579        WD        Normal
## 580        WD        Family
## 581        WD        Normal
## 582        WD        Normal
## 583        WD        Normal
## 584        WD        Family
## 585        WD        Normal
## 586     ConLD        Normal
## 587        WD        Normal
## 588        WD        Normal
## 589        WD        Normal
## 590        WD        Normal
## 591        WD        Normal
## 592       COD       Abnorml
## 593        WD        Normal
## 594        WD        Normal
## 595        WD        Normal
## 596        WD        Normal
## 597        WD        Normal
## 598        WD        Normal
## 599        WD        Normal
## 600        WD        Normal
## 601        WD        Normal
## 602        WD        Normal
## 603        WD        Normal
## 604        WD        Normal
## 605        WD        Normal
## 606        WD        Normal
## 607        WD        Normal
## 608        WD        Normal
## 609        WD        Normal
## 610        WD        Normal
## 611        WD        Normal
## 612        WD        Normal
## 613        WD        Normal
## 614        WD        Normal
## 615        WD        Normal
## 616        WD       Abnorml
## 617        WD        Normal
## 618        WD        Normal
## 619        WD        Normal
## 620        WD        Normal
## 621        WD        Normal
## 622        WD       Abnorml
## 623        WD        Normal
## 624        WD        Normal
## 625       COD        Normal
## 626        WD       Abnorml
## 627        WD        Normal
## 628        WD        Normal
## 629        WD        Normal
## 630        WD        Normal
## 631        WD        Normal
## 632        WD        Normal
## 633        WD        Normal
## 634        WD        Normal
## 635       Con        Normal
## 636        WD        Normal
## 637        WD        Normal
## 638        WD        Normal
## 639        WD       Abnorml
## 640        WD       Abnorml
## 641        WD        Normal
## 642        WD        Normal
## 643        WD        Normal
## 644        WD        Normal
## 645        WD        Normal
## 646     ConLD        Normal
## 647        WD        Normal
## 648        WD        Normal
## 649        WD        Normal
## 650        WD        Normal
## 651        WD       Abnorml
## 652        WD        Normal
## 653        WD        Normal
## 654        WD        Normal
## 655        WD        Normal
## 656        WD        Normal
## 657        WD        Normal
## 658        WD        Normal
## 659        WD        Normal
## 660        WD        Normal
## 661     ConLD       Abnorml
## 662        WD        Normal
## 663        WD        Normal
## 664        WD        Normal
## 665        WD        Normal
## 666        WD        Normal
## 667        WD        Normal
## 668        WD        Normal
## 669        WD        Normal
## 670       COD       Abnorml
## 671       COD        Normal
## 672        WD        Normal
## 673        WD        Normal
## 674        WD        Family
## 675     ConLD        Family
## 676        WD        Normal
## 677        WD       Abnorml
## 678        WD       Abnorml
## 679        WD        Normal
## 680        WD        Normal
## 681        WD        Normal
## 682        WD        Normal
## 683        WD        Normal
## 684        WD        Alloca
## 685        WD        Normal
## 686        WD        Normal
## 687        WD       Abnorml
## 688        WD        Normal
## 689        WD        Normal
## 690        WD        Normal
## 691        WD        Normal
## 692        WD        Normal
## 693        WD        Normal
## 694        WD        Normal
## 695        WD        Normal
## 696        WD        Normal
## 697        WD        Normal
## 698        WD        Normal
## 699        WD        Normal
## 700       New       Partial
## 701        WD        Normal
## 702        WD       Abnorml
## 703       New       Partial
## 704        WD        Normal
## 705        WD        Normal
## 706        WD        Normal
## 707        WD        Normal
## 708        WD        Normal
## 709        WD        Normal
## 710        WD        Normal
## 711        WD        Normal
## 712        WD       Abnorml
## 713        WD        Normal
## 714        WD        Normal
## 715        WD        Normal
## 716        WD        Normal
## 717        WD        Normal
## 718        WD        Normal
## 719        WD        Normal
## 720        WD       Abnorml
## 721        WD        Normal
## 722        WD        Normal
## 723        WD        Normal
## 724       COD       Abnorml
## 725        WD        Family
## 726        WD        Normal
## 727        WD        Normal
## 728        WD        Normal
## 729        WD        Normal
## 730        WD       AdjLand
## 731        WD        Normal
## 732        WD        Normal
## 733        WD        Family
## 734        WD        Normal
## 735        WD        Normal
## 736        WD       Abnorml
## 737        WD        Normal
## 738        WD        Normal
## 739        WD       Abnorml
## 740        WD        Normal
## 741        WD        Normal
## 742        WD        Normal
## 743        WD        Normal
## 744        WD        Normal
## 745        WD        Normal
## 746        WD        Normal
## 747        WD        Alloca
## 748        WD        Normal
## 749        WD        Normal
## 750        WD        Normal
## 751        WD        Normal
## 752        WD        Normal
## 753        WD        Normal
## 754        WD        Normal
## 755        WD        Normal
## 756        WD        Normal
## 757        WD       Abnorml
## 758        WD        Normal
## 759        WD        Normal
## 760        WD        Normal
## 761       New       Partial
## 762        WD        Normal
## 763        WD        Normal
## 764        WD        Normal
## 765        WD       Abnorml
## 766        WD        Normal
## 767        WD        Normal
## 768        WD        Normal
## 769       New       Partial
## 770        WD        Normal
## 771       New       Partial
## 772        WD        Normal
## 773        WD        Normal
## 774        WD        Normal
## 775        WD        Normal
## 776        WD        Normal
## 777        WD        Normal
## 778        WD        Alloca
## 779        WD       Abnorml
## 780        WD        Normal
## 781     ConLD        Normal
## 782        WD        Normal
## 783        WD        Normal
## 784        WD        Normal
## 785        WD        Normal
## 786        WD        Normal
## 787        WD        Normal
## 788        WD        Normal
## 789        WD        Normal
## 790        WD        Normal
## 791        WD        Normal
## 792        WD        Normal
## 793        WD        Normal
## 794        WD        Normal
## 795        WD       Abnorml
## 796        WD        Normal
## 797        WD        Normal
## 798        WD        Normal
## 799        WD        Normal
## 800        WD        Alloca
## 801        WD        Normal
## 802        WD        Normal
## 803        WD        Normal
## 804       New       Partial
## 805        WD        Normal
## 806        WD        Normal
## 807        WD        Normal
## 808       New       Partial
## 809       COD       Abnorml
## 810        WD        Normal
## 811        WD        Normal
## 812        WD        Normal
## 813        WD        Normal
## 814        WD        Normal
## 815        WD        Normal
## 816        WD        Normal
## 817        WD        Normal
## 818        WD        Normal
## 819        WD        Normal
## 820        WD        Normal
## 821        WD        Normal
## 822        WD        Normal
## 823        WD        Normal
## 824        WD        Normal
## 825        WD        Normal
## 826        WD        Normal
## 827       New       Partial
## 828       New       Partial
## 829       New       Partial
## 830       New       Partial
## 831       New       Partial
## 832        WD        Normal
## 833       New       Partial
## 834        WD        Normal
## 835       New       Partial
## 836       New       Partial
## 837       New       Partial
## 838        WD        Normal
## 839        WD        Normal
## 840        WD        Normal
## 841       New       Partial
## 842        WD        Normal
## 843        WD        Normal
## 844       New       Partial
## 845       New       Partial
## 846        WD        Normal
## 847        WD        Normal
## 848       CWD        Normal
## 849        WD        Normal
## 850       New       Partial
## 851        WD        Normal
## 852       New       Partial
## 853        WD        Normal
## 854       New       Partial
## 855       New       Partial
## 856       New       Partial
## 857        WD        Normal
## 858       New       Partial
## 859       New       Partial
## 860       New       Partial
## 861        WD        Normal
## 862       New       Partial
## 863        WD        Normal
## 864        WD        Family
## 865       New       Partial
## 866        WD        Normal
## 867        WD        Normal
## 868        WD        Normal
## 869        WD        Normal
## 870        WD        Normal
## 871        WD        Normal
## 872        WD        Normal
## 873        WD        Normal
## 874        WD        Normal
## 875        WD        Normal
## 876        WD        Normal
## 877       New       Partial
## 878       New       Partial
## 879        WD        Family
## 880       New       Partial
## 881       New       Partial
## 882        WD        Normal
## 883        WD        Normal
## 884        WD        Family
## 885        WD        Normal
## 886       New       Partial
## 887       New       Partial
## 888       New       Partial
## 889       New       Partial
## 890       New       Partial
## 891       New       Partial
## 892        WD        Normal
## 893        WD        Normal
## 894       New       Partial
## 895        WD        Normal
## 896        WD        Normal
## 897        WD        Normal
## 898        WD        Normal
## 899        WD        Normal
## 900        WD        Normal
## 901        WD        Normal
## 902        WD        Normal
## 903        WD        Normal
## 904        WD       Abnorml
## 905        WD        Normal
## 906       New       Partial
## 907       New       Partial
## 908       New       Partial
## 909       New       Partial
## 910        WD        Normal
## 911        WD        Normal
## 912       COD        Normal
## 913        WD        Normal
## 914        WD        Normal
## 915        WD        Normal
## 916        WD        Normal
## 917        WD        Normal
## 918       CWD        Normal
## 919        WD        Normal
## 920        WD        Normal
## 921        WD        Normal
## 922        WD        Normal
## 923        WD        Normal
## 924        WD        Normal
## 925        WD        Normal
## 926       COD        Normal
## 927        WD        Normal
## 928        WD        Normal
## 929        WD        Normal
## 930       CWD        Normal
## 931        WD        Normal
## 932        WD        Normal
## 933       CWD        Normal
## 934        WD        Normal
## 935        WD        Normal
## 936        WD        Normal
## 937        WD        Normal
## 938        WD        Normal
## 939        WD        Normal
## 940        WD        Normal
## 941       COD        Normal
## 942        WD        Normal
## 943        WD        Normal
## 944        WD        Normal
## 945        WD        Normal
## 946        WD        Normal
## 947        WD        Normal
## 948        WD        Normal
## 949        WD        Normal
## 950        WD        Normal
## 951        WD        Normal
## 952       COD        Normal
## 953        WD        Normal
## 954        WD        Normal
## 955        WD        Normal
## 956        WD        Normal
## 957        WD        Normal
## 958        WD        Normal
## 959        WD        Normal
## 960        WD        Normal
## 961        WD        Normal
## 962        WD        Normal
## 963        WD        Normal
## 964        WD        Normal
## 965        WD        Family
## 966        WD       Abnorml
## 967        WD        Normal
## 968        WD        Normal
## 969       COD       Abnorml
## 970        WD        Normal
## 971        WD        Normal
## 972        WD        Normal
## 973        WD        Normal
## 974        WD        Family
## 975        WD        Normal
## 976        WD        Normal
## 977        WD        Normal
## 978        WD        Normal
## 979        WD        Normal
## 980        WD        Normal
## 981        WD        Normal
## 982        WD        Normal
## 983        WD        Normal
## 984        WD        Normal
## 985     ConLw        Normal
## 986        WD        Normal
## 987        WD        Normal
## 988        WD       Abnorml
## 989        WD        Normal
## 990        WD        Normal
## 991        WD       Partial
## 992        WD        Normal
## 993        WD        Normal
## 994        WD        Normal
## 995        WD        Normal
## 996        WD        Normal
## 997       CWD        Normal
## 998        WD        Normal
## 999        WD        Normal
## 1000       WD        Normal
## 1001       WD        Normal
## 1002       WD        Normal
## 1003       WD        Normal
## 1004       WD        Normal
## 1005       WD        Normal
## 1006    ConLw        Family
## 1007       WD        Normal
## 1008       WD       AdjLand
## 1009       WD       AdjLand
## 1010       WD        Normal
## 1011       WD        Normal
## 1012       WD        Normal
## 1013      COD       Abnorml
## 1014      COD       Abnorml
## 1015       WD        Normal
## 1016       WD        Normal
## 1017       WD        Normal
## 1018       WD        Normal
## 1019       WD        Normal
## 1020       WD        Normal
## 1021       WD        Normal
## 1022       WD        Normal
## 1023       WD        Normal
## 1024       WD        Normal
## 1025       WD        Normal
## 1026       WD        Normal
## 1027       WD        Normal
## 1028       WD        Normal
## 1029       WD        Normal
## 1030     <NA>        Normal
## 1031       WD        Normal
## 1032       WD        Normal
## 1033       WD        Normal
## 1034      COD        Normal
## 1035       WD        Normal
## 1036       WD        Normal
## 1037       WD        Normal
## 1038       WD        Normal
## 1039       WD        Normal
## 1040       WD        Normal
## 1041       WD        Normal
## 1042       WD        Normal
## 1043       WD        Normal
## 1044       WD        Normal
## 1045      CWD        Normal
## 1046      New       Partial
## 1047      New       Partial
## 1048      New       Partial
## 1049       WD        Normal
## 1050       WD        Normal
## 1051       WD        Normal
## 1052       WD        Normal
## 1053       WD        Normal
## 1054       WD        Normal
## 1055       WD        Normal
## 1056       WD        Normal
## 1057       WD        Normal
## 1058       WD        Normal
## 1059       WD        Normal
## 1060       WD        Normal
## 1061       WD        Normal
## 1062       WD        Normal
## 1063       WD        Family
## 1064       WD        Normal
## 1065       WD        Normal
## 1066       WD        Normal
## 1067       WD        Normal
## 1068      Con        Normal
## 1069       WD        Normal
## 1070       WD        Normal
## 1071       WD        Normal
## 1072       WD        Normal
## 1073       WD        Normal
## 1074       WD        Normal
## 1075       WD        Normal
## 1076       WD        Normal
## 1077       WD        Normal
## 1078      New       Partial
## 1079       WD        Normal
## 1080      New       Partial
## 1081       WD        Normal
## 1082       WD        Normal
## 1083       WD       Abnorml
## 1084      COD        Normal
## 1085       WD        Normal
## 1086       WD        Normal
## 1087       WD        Normal
## 1088       WD        Normal
## 1089       WD        Normal
## 1090       WD        Normal
## 1091       WD        Normal
## 1092       WD        Normal
## 1093       WD       Abnorml
## 1094       WD        Normal
## 1095       WD        Normal
## 1096      COD        Family
## 1097       WD       AdjLand
## 1098       WD        Normal
## 1099       WD        Normal
## 1100       WD        Normal
## 1101      CWD        Normal
## 1102       WD        Normal
## 1103       WD        Normal
## 1104       WD        Normal
## 1105       WD        Normal
## 1106       WD        Normal
## 1107       WD        Normal
## 1108      CWD        Normal
## 1109       WD        Normal
## 1110       WD        Normal
## 1111       WD        Normal
## 1112       WD        Normal
## 1113       WD        Normal
## 1114       WD        Normal
## 1115       WD        Normal
## 1116       WD        Alloca
## 1117       WD        Normal
## 1118       WD        Normal
## 1119       WD        Normal
## 1120       WD       Abnorml
## 1121       WD        Normal
## 1122      New       Partial
## 1123       WD        Normal
## 1124       WD        Normal
## 1125       WD        Normal
## 1126       WD        Normal
## 1127       WD        Normal
## 1128       WD        Normal
## 1129       WD        Normal
## 1130       WD        Normal
## 1131      New       Partial
## 1132      New       Partial
## 1133       WD        Normal
## 1134       WD        Normal
## 1135       WD        Normal
## 1136       WD        Normal
## 1137       WD        Normal
## 1138      New       Partial
## 1139       WD        Normal
## 1140       WD        Normal
## 1141       WD        Normal
## 1142       WD        Normal
## 1143       WD        Normal
## 1144      COD        Normal
## 1145       WD        Normal
## 1146       WD        Normal
## 1147       WD        Normal
## 1148       WD        Normal
## 1149       WD        Normal
## 1150      COD       Abnorml
## 1151       WD        Normal
## 1152       WD        Normal
## 1153       WD        Normal
## 1154       WD        Normal
## 1155       WD        Normal
## 1156       WD        Normal
## 1157       WD       Abnorml
## 1158       WD        Normal
## 1159       WD        Normal
## 1160       WD        Normal
## 1161       WD        Normal
## 1162       WD        Normal
## 1163      New       Partial
## 1164       WD        Normal
## 1165       WD        Normal
## 1166       WD        Normal
## 1167      New       Partial
## 1168      New       Partial
## 1169      New       Partial
## 1170      New       Partial
## 1171      New       Partial
## 1172       WD        Normal
## 1173       WD        Normal
## 1174       WD        Normal
## 1175       WD        Normal
## 1176       WD        Normal
## 1177      New       Partial
## 1178       WD        Normal
## 1179       WD        Normal
## 1180       WD        Normal
## 1181       WD        Normal
## 1182       WD        Normal
## 1183       WD        Normal
## 1184       WD        Normal
## 1185       WD        Normal
## 1186       WD        Normal
## 1187       WD        Normal
## 1188       WD        Normal
## 1189       WD        Normal
## 1190       WD        Normal
## 1191      New       Partial
## 1192       WD        Normal
## 1193      New       Partial
## 1194       WD        Normal
## 1195      New       Partial
## 1196      New       Partial
## 1197      New       Partial
## 1198      New       Partial
## 1199      New       Partial
## 1200      New       Partial
## 1201       WD        Normal
## 1202       WD        Normal
## 1203       WD        Normal
## 1204      New       Partial
## 1205      New       Partial
## 1206      New       Partial
## 1207      New       Partial
## 1208      New       Partial
## 1209      New       Partial
## 1210      New       Partial
## 1211      New       Partial
## 1212       WD        Normal
## 1213       WD        Normal
## 1214      New       Partial
## 1215       WD        Normal
## 1216       WD        Normal
## 1217      New       Partial
## 1218       WD        Normal
## 1219       WD        Normal
## 1220       WD        Normal
## 1221       WD        Normal
## 1222       WD        Normal
## 1223       WD        Normal
## 1224       WD        Normal
## 1225      New       Partial
## 1226      New       Partial
## 1227      New       Partial
## 1228      New       Partial
## 1229      New       Partial
## 1230       WD        Normal
## 1231       WD        Normal
## 1232      New       Partial
## 1233      New       Partial
## 1234       WD        Normal
## 1235       WD        Normal
## 1236       WD        Normal
## 1237       WD        Family
## 1238       WD        Normal
## 1239       WD        Normal
## 1240       WD        Normal
## 1241       WD        Normal
## 1242       WD        Normal
## 1243       WD        Normal
## 1244       WD        Normal
## 1245      COD        Normal
## 1246       WD        Normal
## 1247       WD        Normal
## 1248       WD        Normal
## 1249       WD        Normal
##  [ reached 'max' / getOption("max.print") -- omitted 209 rows ]
SalePrice = ((26701.78641 * kagtest$OverallQual) + (52.51658 * kagtest$GrLivArea) + (4512.82731 * 
    kagtest$GarageCars) + (64.68965 * kagtest$GarageArea) - -100009.72917)
kagtest = kagtest[, c("Id", "OverallQual", "GrLivArea", "GarageCars", "GarageArea")]
(head(kagtest))
##     Id OverallQual GrLivArea GarageCars GarageArea
## 1 1461           5       896          1        730
## 2 1462           6      1329          1        312
## 3 1463           5      1629          2        482
## 4 1464           6      1604          2        470
## 5 1465           8      1280          2        506
## 6 1466           6      1655          2        440
ksub = cbind(kagtest$Id, kaggle$SalePrice)
## Warning in cbind(kagtest$Id, kaggle$SalePrice): number of rows of result is not
## a multiple of vector length (arg 2)
colnames(ksub) = c("Id", "SalePrice")
ksub[ksub < 0] = median(SalePrice)
ksub = as.data.frame(ksub[1:1458, ])
head(ksub)
##     Id SalePrice
## 1 1461    208500
## 2 1462    181500
## 3 1463    223500
## 4 1464    140000
## 5 1465    250000
## 6 1466    143000
write.csv(ksub, file = "Kagglesub_VT.csv", quote = FALSE, row.names = FALSE)