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Lab 8

VIEWS: 0 PAGES: 40

									Description: The data are a random sample of records of resales of homes from Feb 15 to Apr 30, 1993 from the file
This type of data is collected by multiple listing agencies in many cities and is used by realtors as an information base.
Number of cases: 106
Variable Names:
  PRICE = Selling price ($hundreds)
  SQFT = Square feet of living space
a) What linear relationship (model) do you see between the variables? Are there any problems with this model?
What can you do? Hint: Run a regression of Price on Sqft!
b) Write the regression equation. What is this equation? How else could you obtain it?
c) Interpret the intercept and slope coefficient. Do they make sense?
d) What hypotheses would you set up to test the significance of the slope coefficient at 5% significance level.
Use both p-value method and Critical value method to conclude.
e) Predict the price of a house of 2000 SQFT
f) Interpret the Multiple R of this regression. What other Excel formula/tool can give the same number?
g) Interpret the coefficient of determinantion.

PRICE      SQFT
    2050       2650
    2080       2600
    2150       2664
    2150       2921
    1999       2580
    1900       2580
    1800       2774
    1560       1920
    1449       1710
    1375       1837
    1270       1880
    1250       2150
    1235       1894
    1170       1928
    1180       1830
    1155       1767
    1110       1630
    1139       1680
     995       1725
     995       1500
     975       1430
     975       1360
     900       1400
     960       1573
     860       1385
1695   2931
1300   2000
1020   1478
1020   1713
 922   1326
 925   1050
 899   1464
 850   1190
 890   1746
 870   1280
 700   1215
 720   1121
 749   1733
 731   1299
 725   1140
 670   1181
2150   2848
1599   2440
1350   2253
1299   2743
1250   2180
1239   1706
1200   1948
1125   1710
1100   1657
1080   2200
1050   1680
1049   1900
 955   1565
 934   1543
 875   1173
 889   1549
 855   1900
 835   1560
 810   1365
 805   1258
 799   1314
 750   1338
 759    997
 750   1030
 730   1027
 729   1007
 710   1083
 670   1350
 619    837
1295   3750
 975   1500
 939   1428
 820   1375
 780   1080
 770    900
 700   1505
 540   1142
1070   1464
2100   2116
 725   1280
 660   1159
 580   1051
1844   2250
1580   2563
 699   1400
1160   1720
1109   1740
1129   1700
1050   1620
1045   1630
1050   1920
1020   1606
1000   1535
1030   1540
 975   1739
 950   1715
 940   1305
 920   1415
 945   1580
 874   1236
 872   1229
 870   1273
 869   1165
 766   1200
 739    970
5 to Apr 30, 1993 from the files maintained by the Albuquerque Board of Realtors.
ealtors as an information base.




roblems with this model?



5% significance level.


e same number?
On April 9th, 2006, USAToday published an article titled "CEO pay soars in 2005 as a selec
the $100 million mark". What makes these handsomely compensated guys earn more mon
do in our whole lifetimes? Below are data for some US companies' CEO salary for 2004. (D

a) Run a regression of salary on all the independent variables.
b) Write the regression equation, and interpret the coefficients.
c) How well does model fit the data?
d) Test the significance of coefficients at 1% and 5% significance level.
e) Test the residuals for normality.
f) Test the residuals for heteroscedasticity.
g) Is there any evidence that would lead us to a conclusion that we face a multicollinearity probl
h) Are there any outliers in the data set? What do you think can cause these outliers?


Company SALARY (in thousands)Net Income (in million) Gender       Age
AMD                      950.019                91.156   MALE           59
AL                          1350                   258   MALE           60
T                           1325                 -6469   MALE           51
BA                          1500                  1872   MALE
CPY                            0               -18.508   MALE           36
CLE                          650               143.124   FEMALE         52
CLF                       568.75                 323.6   MALE           63
COA                          345                15.334   FEMALE         50
CL                       1727.25                1327.1   MALE           66
CMI                       972.75                   350   MALE           58
DCN                          825                    82   MALE           53
DP                           555                61.735   MALE           49
DBD                          720               183.797   MALE           59
FPL                         1000                   887   MALE           49
FDX                     1276.479                  1449   MALE           60
GE                          3000                 16819   MALE           49
HE                           713               111.553   MALE
IBM                         1660                  8430   MALE           53
KWD                     1229.167                70.094   MALE           66
KR                      1083.974                  -100   MALE           54
LUK                      630.429                 145.5   MALE           64
LPX                      722.308                 420.7   MALE
MDP                          900               110.716   MALE           63
NI                           950                 440.7   MALE           65
NT                       681.818                   -51   MALE           64
PH                       926.524               345.783   MALE           54
PPL                     1038.462                   700   MALE           62
MO                          1500                  9416   MALE           50
PIR                         1000                60.457   MALE           65
POM                       730.25                 261.5   MALE           61
SWY                         1144                 560.2   MALE           55
SLB       1500   1223.87   MALE   58
SPF        956   315.817   MALE   56
TEK    623.077    81.596   MALE   50
TXI    497.115   124.523   MALE   56
URS    900.016    61.704   MALE   65
EMC       1000   871.189   MALE   57
ZNT   1378.753       119   MALE   67
BMC    695.128      75.3   MALE   45
RDA        780      49.5   MALE   60
ALL   1119.993      3181   MALE   59
ITG        415    40.983   MALE
ACS        750   529.843   MALE   44
PMI        775   399.333   MALE   57
CPC    543.906    16.993   MALE   73
GPI        725    27.781   MALE   62
MON      937.5       267   MALE   46
ACN       1968   690.828   MALE   56
y soars in 2005 as a select group break
 ted guys earn more money in one week than most of us
s' CEO salary for 2004. (Data source: WRDS)




 ce a multicollinearity problem?
e these outliers?
An Associated Press release reported on a group of evangelical Christian ministers w
to urge SUV and other big vehicle owners to “switch to more fuel-efficient vehicles to
But how do miles per gallon and type of vehicle affect emissions?
Here are relevant emission data and city and highway miles per gallon on the 20 top-
(Class = 1 for pickups, 2 for minivans, 3 for SUVs, 4 for large cars, 5 for midsized ca

a) Make dummy variables for Class. Call the D1, D2 and so on. (Note that you should create
You can use 'IF' command in Excel to make dummy variables.)
b) Run a regression of Emission on CityMPG, HwyMPG and the dummy variables for Class
c) Write the regression equation.
d) Interpret the coefficients on CityMPG, D4 and D5
e) Test the significance of coefficients at 5% and 10% significance level.
f) Interpret the Multiple R of this regression.
g) Interpret the coefficient of determinantion
h) Now state in your own words what would you conclude from this study. Do you see any


No        Class       Emission CityMPG HwyMPG
      1           1     2.195   14.2683   18.2927
      2           1     1.756   14.3333   18.4889
      3           1         1    13.875    18.125
      4           5         7      21.5     30.25
      5           5     8.308   22.3846   31.5385
      6           3         4   15.4167   19.9167
      7           6       5.6      26.8        32
      8           4       6.5      19.5     26.75
      9           6       7.8      30.6      36.4
     10           4       6.6      19.6        30
     11           3     2.333   14.8333      19.5
     12           6         6        25        33
     13           2         4   18.6667        25
     14           6     7.846   25.1538   31.7692
     15           1     4.833   17.9167   22.1667
     16           5       6.5      21.5      27.5
     17           3       1.4      13.8      17.8
     18           1     1.773   14.5227   18.5909
     19           3         5      15.5      20.5
     20           3         3      13.5        18
Christian ministers who launched the campaign “What Would Jesus Drive?’
l-efficient vehicles to better preserve the planet.” .

gallon on the 20 top-selling vehicles
rs, 5 for midsized cars, and 6 for small cars) in the Untied States for the 2002/03 period.

that you should create 5 dummy variables because Class has 6 categories.)

my variables for Class.




udy. Do you see any problems?
ive?’



 2002/03 period.
     hhidpnt       Year          d_Married EducYearsAge                     d_Working
                                                                  AnnualInsPremium MonthlyWage HealthStatus
4212020070011990          1991          1        6        56.36           0         1 54.50256 fair
4212020070021990          1991          1        2        55.78           0         0        0 fair
2112010130011990          1991          1        9        58.85           0         1 58.53979 fair
5212020080011990          1991          1        9        25.64           0         1 28.26059 good
2111030140011990          1991          1        9         36.5           0         1 41.58343 fair
4512020200031990          1991          1       11        40.22           0         1 44.81322 fair
3721020150011990          1991          1        5        47.34           0         1 53.26757 good
5211020070051990          1991          1        0        39.83           0         1 44.40949 good
4312020080041990          1991          1        7        51.82           0         1 66.21052 fair
4312020030031990          1991          1       11        31.16           0         1 40.37227 good
5223010030021990          1991          1       15         43.1           0         1 35.76537 fair
4321020020021990          1991          1        9        64.87           0         0        0 poor
4312010150011990          1991          1        3        74.03           0         0        0 excellent
5222010140031990          1991          1        9        38.37           0         1 30.43861 good
4312020180011990          1991          1        9        39.56           0         1 53.29139 fair
4311040170021990          1991          1       14         39.2           0         1 39.1611 fair
4511010120011990          1991          1       13        58.32           0         1 36.33504 fair
4524010180021990          1991          1        5        46.19           0         1 46.41888 fair
4212010110011990          1991          1       14        30.01           0         1 63.78818 excellent
4212010140021990          1991          1        9        37.84           0         1 63.78818 poor
4111010100011990          1991          1       14         37.5           0         1 39.1611 good
4512030090021990          1991          1        3         46.3           0         0 32.29781 poor
2112030130011990          1991          1       14        41.83           0         1 45.21694 fair
3724010030011990          1991          1       11        35.76           0         1 152.1931 excellent
4312020170021990          1991          1       15         39.7           0         1 54.50256 good
4512010120051990          1991          1        6        36.31           0         1 44.40949 fair
5212020110021990          1991          1        9        33.27           0         1 28.26059 good
3721020150021990          1991          1        3        41.98           0         1 38.04827 good
5212010040011990          1991          1       14        33.17           0         1 38.35365 good
5224010070041990          1991          1       17        25.31           0         1 30.43861 fair
2122010080011990          1991          1        9        54.64           0         1 55.16999 fair
4122040190011990          1991          1        9        29.15           0         1 28.15572 fair
2111020090221990          1991          0        0        23.78           0         1 44.40949 good
5212010010021990          1991          1       14        36.59           0         1 32.29781 fair
3222010180021990          1991          0       12        18.99           0         1 21.68751 fair
4512030190011990          1991          1        0        49.08           0         1 39.1611 poor
3211030130021990          1991          1        1        37.18           0         1 100.9307 fair
5212010180031990          1991          1        3        40.62           0         1 41.58343 good
3223010050021990          1991          1        6        42.28           0         1 42.23358 good
4211020010021990          1991          0        9        27.98           0         1 23.01219 poor
5212010010011990          1991          1       14        42.75           0         1 41.17971 fair
3224010190021990          1991          1        9        31.46           0         1 31.96054 poor
4211020090011990          1991          1        9        35.37           0         1 42.7946 good
3211030090011990          1991          1        9        47.04           0         1 20.99358 poor
4521010060011990          1991          1        6        57.87           0         1 51.36516 good
4512010030071990          1991          1        7        38.02           0         1 44.81322 poor
5212020060011990          1991          1       15        36.83           0         1 38.35365 excellent
5222010030011990          1991          1        9        57.23           0         1 34.24344 poor
4523010030011990          1991          1        3        57.63           0         1 46.41888 fair
4523010030081990          1991          0        8        24.05           0         1 22.82896 fair
3223010160021990          1991          1        9         35.3           0         1 31.19958 good
3223010120021990          1991          1        9        41.98           0         1 31.96054 good
2112030070021990          1991          1       12        41.08           0         1 36.33504 fair
4521040060011990          1991          1        1        58.61           0         1 41.85309 good
4112010070011990          1991          1        8        40.01           0         1 45.21694 excellent
4512020190061990          1991          1       16        29.16           0         1 39.1611 fair
2121030050011990          1991          1       15           49           0         1 76.09653 fair
2112030130021990          1991          1        9        44.13           0         0 15.74518 poor
3223010030031990   1991   1   15    31.5        0   1   34.62392   good
4512020180211990   1991   1   11   35.27        0   1   33.10526   fair
5223010040011990   1991   0    2   39.29        0   1   23.58992   fair
3223010040011990   1991   1    6   59.06        0   1   38.04827   good
3212030020021990   1991   1    0   47.93        0   1   19.37869   good
3211040040041990   1991   1    7   26.39 3.25984    1          0   good
3211040100011990   1991   1    4   47.01 3.25984    1   121.1168   fair
4524010410021990   1991   1    6   42.42        0   1   36.90682   good
4312010180011990   1991   1   12   35.76   8.1496   1   36.33504   fair
3211040200011990   1991   1    3      37 3.25984    1   32.29781   poor
3223010080021990   1991   1    9   36.92        0   1    26.2533   poor
3222010180011990   1991   1    9   50.22        0   0          0   fair
5212010090021990   1991   1   14   27.22        0   1   29.87548   good
2122030100021990   1993   1    9   37.89        0   1   44.64731   good
3211040100031990   1993   0    7   19.91 1.77838    1          0   fair
3211040080011990   1993   1    9   29.98 1.77838    1   119.2772   good
4211040120011990   1993   1    8   33.73        0   1    50.6928   good
4122040200011990   1993   1   12   64.31        0   0          0   poor
3211040100011990   1993   1    4   49.03 1.77838    1          0   poor
4212010140021990   1993   1    9   39.96        0   1   51.58738   fair
5211030110011990   1993   1    1   43.81        0   1   59.04221   fair
3211020170031990   1993   1   12   24.85        0   1   32.80123   fair
4522010140011990   1993   1    9   37.89        0   1   20.24012   poor
3211020120021990   1993   1    6   45.66        0   1   63.21691   good
2122030100011990   1993   1    9   39.47        0   1   73.81689   good
5212010180061990   1993   0    9   18.51        0   1   34.29219   good
2122020100011990   1993   1   10   33.47        0   1   178.5893   good
3212030170031990   1993   1   12   23.46        0   1   20.27712   good
4212010190021990   1993   1    9   43.19        0   1   64.11149   good
3724020160021990   1993   1    6   43.92 1.24033    0   26.78839   poor
3721010170061990   1993   1    9    33.3 3.54379    1   28.27663   good
4223010110021990   1993   1    6   44.54        0   1   26.49074   good
3222020170051990   1993   0    9    21.5 0.885948   1   29.76488   good
3711040070021990   1993   1    3   46.39 1.77838    1   59.63859   fair
4212010090011990   1993   1   15   34.19        0   1   67.09341   good
4212010140011990   1993   1    9   46.61        0   1   69.77715   fair
4212010090021990   1993   1   12   31.96        0   1   285.3707   good
2112030050021990   1993   1   15   54.66        0   1   64.40968   poor
4111020170031990   1993   0    9    20.5        0   1   35.78315   fair
3211020170021990   1993   1    0   58.18        0   0          0   fair
4111010050011990   1993   1   17   48.58        0   1    42.3434   fair
4223010020021990   1993   1   11   33.91        0   1   46.43321   poor
3222030080011990   1993   1    9   53.37        0   1    47.6238   good
4212010160011990   1993   1    9   44.68        0   1    72.1627   fair
2111030200021990   1993   1   15    29.1        0   1    42.3434   fair
4212010180011990   1993   1    9   43.33        0   1   64.11149   fair
4111010050021990   1993   1   16   45.25        0   1    46.5181   fair
2111010160021990   1993   1   15   56.37        0   0          0   poor
3222020090041990   1993   0    5   17.68 0.885948   1    9.52476   poor
3223030050021990   1993   1    6   38.03   1.7719   1   17.85893   good
3223030190011990   1993   1    9   37.43 0.531569   1   297.6488   good
3212010110021990   1993   1    4   43.29        0   1   44.72894   excellent
4212010190011990   1993   1   14   43.78        0   1   77.53017   good
2111030170021990   1993   1    9   30.31        0   1    38.1687   excellent
2111030200011990   1993   1   15   31.28        0   1   26.83737   fair
3211020170011990   1993   1    0   59.32        0   0          0   poor
4111010170011990   1993   1   11   42.24        0   1   40.25605   fair
5211030130021990   1993   1    6   41.79        0   1   38.76508   good
3212010200021990   1993   1    8   39.41 2.13406    1   19.38254   fair
5212010050031990   1993   0    8   25.77    3.20109       23.85544   good
2321010140021990   1997   1   14   37.95    1.68988   1   31.84885   fair
3222050010031990   1997   0   12   28.46          0   1   43.67843   good
2312010110021990   1997   1    5   38.43    1.05699   1   45.90726   excellent
2311010140011990   1997   1   15    46.8          0   1   44.63206   poor
4211010100031990   1997   0   15   25.18          0   1   17.85283   excellent
3222020310021990   1997   1    9    29.6   0.337976   1          0   poor
5211060030021990   1997   1    9   50.09          0   1   89.26413   fair
4312020180021990   1997   1    9   45.07          0   0          0   fair
2311010090011990   1997   1   14   62.16          0   0          0   fair
3222050010021990   1997   1    6   59.88          0   0   25.99906   fair
3711040200051990   1997   0    9   20.27   0.325228   1   25.50404   excellent
5211060150011990   1997   1    0   55.71          0   1   24.22883   poor
4312010100011990   1997   1   14   45.45          0   1   38.76613   fair
2312020170021990   1997   1   13   42.43   0.975684   1   57.38408   good
2311010170011990   1997   1   14   40.79          0   1   28.69204   fair
5211050110021990   1997   1    0   47.76          0   1   63.76009   poor
3212060050021990   1997   1   12    56.3          0   0    107.117   fair
5211060030011990   1997   1    9   55.37          0   0   95.64013   fair
3212080200021990   1997   1    6   52.25   0.975684   1   38.25605   good
4524010150011990   1997   1    8   67.05          0   1   64.99766   fair
3712030600011990   1997   1    6   59.93    31.2219   1   25.50404   good
4111020200031990   1997   1   14   35.87          0   1   45.90726   excellent
4112010200021990   1997   1   16   36.71          0   1   67.58569   good
3222020310011990   1997   1    9   29.98   0.337976   1    41.5985   fair
3211050130031990   1997   1    7   64.15          0   1   51.00807   good
3211050130011990   1997   0   12   38.32          0   1   51.00807   good
4312020170011990   1997   1    9   43.87          0   1   94.23741   fair
2312020060011990   1997   1   10   34.14          0   1   22.44355   fair
2312010180011990   1997   1   14   34.83   0.682979   1   39.40374   good
2311010070011990   1997   1   14   56.29          0   1   76.51211   fair
2312010100011990   1997   1   14    48.7    1.10577   1   40.16886   good
3222050010011990   1997   1    4   65.89          0   0   38.99859   fair
2311010110011990   1997   1   16   61.89          0   1   99.46574   good
2311010050011990   1997   1   17   61.21          0   0          0   good
2311010070021990   1997   1   12   52.04          0   1   51.00807   fair
5211050180021990   1997   1    0   52.15          0   1   57.38408   good
5212010160411990   1997   1    9   33.34          0   1   31.88004   good
4111020200021990   1997   1   12   40.01          0   1   44.63206   excellent
3711040200021990   1997   1    6   50.33   0.325228   1   22.95363   fair
4112020410021990   1997   1    0   43.36          0   1   43.22934   good
2312010130021990   1997   1    0   34.88   0.975684   1   63.76009   good
4521050110011990   1997   1    9      46          0   1   38.47861   good
4522010120021990   1997   1    9   30.26          0   1   32.62882   good
2324010030021990   1997   1   14   34.25          0   1   37.69864   fair
2312020120021990   1997   1   14   33.93          0   1   47.18247   fair
2311010050021990   1997   1   15   57.17          0   1   53.55848   good
2321010050011990   1997   1   14   37.35    1.85887   1    38.7386   good
3212080200011990   1997   1    6   53.14    9.75684   1   76.00203   good
4111010440021990   1997   1    9   35.02          0   1   25.50404   fair
3212080180041990   1997   1   12    34.4          0   1   53.55848   good
4111030820041990   1997   1    9   33.75   0.065046   1   51.00807   good
4312010020011990   1997   1   14   35.38          0   1   45.90726   fair
5211050190011990   1997   1    0   59.76          0   0    14.5373   good
2311020060011990   1997   1    0   59.02          0   1   117.3186   fair
4111010440011990   1997   1    9   41.62          0   1   28.05444   fair
2312020120011990   1997   1   15   35.67          0   1   121.1442   fair
2311010100021990   1997   1   15   46.34          0   1   51.00807   good
5211050180011990   1997   1    0   48.88          0   1   57.38408   good
3211040110011990   1997   1    5   41.94          0   1   38.25605   poor
4111030020011990   1997   1    8   47.71   0.325228   1   25.50404   fair
5211050070041990   1997   1    0   28.15          0   1   40.16886   excellent
2312010120011990   1997   0   14   27.91   0.975684   1   48.45767   fair
4112010190011990   1997   1   11   37.82          0   1   25.75908   fair
3222040130021990   1997   1    5   39.65   0.253482   1          0   fair
5211060030031990   1997   1    0   25.33          0   1   25.50404   fair
4122010180022000   2000   1   12   52.18    4.48397   1   73.65872   poor
4312010100022000   2000   1   14   45.14     1.0049   1   107.4147   fair
2112030200012000   2000   1   15   53.78          0   1   111.2971   fair
3211030610022000   2000   1    0   27.31     1.0049   1   77.64917   good
4212040080022000   2000   0    5   42.67          0   1   34.94213   good
2324010200022000   2000   1   14   56.44          0   1   100.4437   good
2311010070022000   2000   1   14   55.09          0   1   103.5322   fair
4321010010022000   2000   1    8   33.98          0   0          0   good
3711030610012000   2000   0    9   32.12    4.52205   1    60.9546   fair
4211010420012000   2000   1   15   34.42          0   1    905.907   good
4111020200032000   2000   1   14   38.89          0   1    90.5907   fair
3723010090042000   2000   1    0   67.55   0.125551   1   44.19523   excellent
3712030470032000   2000   0    4   33.08    2.51225   1   51.76611   good
3211030060032000   2000   1    9   33.67     1.0049   1   51.76611   fair
3723020100012000   2000   1    9   42.83   0.179359   1   66.96247   good
2311010070012000   2000   1   14   59.33          0   1   129.4153   fair
4212040100012000   2000   1   11    47.9    5.02449   1   77.64917   fair
4312010090022000   2000   1   14   49.97     2.9812   1   107.1559   good
4312010090012000   2000   1   14   47.04     2.9812   1   54.35442   good
3222050010612000   2000   1    0   27.26          0   1   60.26623   fair
5222030110012000   2000   1    9   50.29          0   1    69.2392   poor
4524010500022000   2000   1    9      41    2.15231   1   46.87373   good
4111010030022000   2000   1   14   48.66          0   1   116.4738   good
5212020150012000   2000   0    9   50.94          0   1    71.1784   fair
5224010620012000   2000   1    0    38.6          0   1   64.28397
4112020420012000   2000   1   11   40.57          0   1          0
4212030430022000   2000   1   12   55.24    3.61764   1   42.05997   fair
2312020140022000   2000   1   14   47.43    2.51225   1   98.35561   excellent
4212040080012000   2000   0    8   43.71    5.02449   1    90.5907   fair
4312010460012000   2000   1    8   46.47     1.0049       51.76611   good
3222040010012000   2000   1    5   52.54   0.358718   0   65.22145   good
3224010610012000   2000   1    0   29.71          0   1   72.31947
5211090170022000   2000   1    0   31.88   0.050245   1   40.11874   good
3222020190012000   2000   1    8   59.05   0.358718   1          0   fair
5211060690012000   2000   1    0   58.88          0   0   33.64797   fair
4323040010022000   2004   1   12   48.09          0   1   102.7804   poor
2111040630032000   2004   1   12   44.47   0.201847   1   99.68487   fair
3723020130032000   2004   1    9   30.57   0.235659   1          0   poor
3211040080022000   2004   1    5   39.42   0.931601   1   124.6061   fair
3222020170012000   2004   1    7      67   0.314212   0          0   poor
3221040090022000   2004   1   11    46.1   0.157106   1          0   good
4511020680032000   2004   0   14   33.22      46.58   1   149.5273   fair
4124020610012000   2004   1   12   40.03    40.8476   1          0   fair
3721020180812000   2004   0   15   20.26    2.45085   1   94.00647   good
2311020610022000   2004   1    3   62.55    2.04952   0          0   excellent
3222020070022000   2004   0    3   55.26   0.314212   1          0   fair
5212040080022000   2004   1    1   50.89   0.155267   1          0   poor
3221020040012000   2004   1   12   57.26    28.2791   1   137.8762   excellent
2111030900012000   2004   1   10   41.47    7.76334   1          0   fair
4523010090012000   2004   1    4   74.18    1.14687   0          0   poor
3212080140032000   2004   1    9   32.91    7.76334   1   62.30304   good
5212010200012000   2004   1    6   70.71          0   0          0   poor
3211040040032000   2004   1   11   41.26   0.776334   1   249.2122   good
4511020680012000   2004   1   14   65.36          0   0          0   fair
2312020810012000   2004   1   15   41.24    7.76334   1   99.68487   good
3724020410012000   2004   1    9    48.2   0.157106   1   62.67098   good
3712040500022000   2004   1    6   73.26          0   0          0   poor
4322010150012000   2004   1    6   63.34    1.25685   0          0   poor
4111010030022000   2004   1   14   52.65    66.7647   1   211.8303   fair
3212060040052000   2004   1   15   69.97          0   0          0   fair
4312010120012000   2004   1   15   60.81   0.931601   0          0   good
2112030820022000   2004   1    6   68.28          0   0          0   fair
3224030830022000   2004   1    4   34.28   0.157106   1   42.61627   good
5212040050022000   2004   1    3   52.05   0.155267   1          0   fair
3711030660042000   2004   0    0    68.9          0   0          0   good
3711030110022000   2004   1    8   73.48          0   0          0   fair
3223050640022000   2004   1   12   50.03          0   1          0   fair
3212030080032000   2004   1    9   34.56      4.658   1   124.6061   fair
4222010040022000   2004   1    9   68.67    9.42636   0          0   poor
3212080150032000   2004   1   12   29.56    7.76334   1   74.76365   good
3222030010022000   2004   1    5   46.47   0.235659   1          0   fair
2121030010022000   2004   1    9   48.06     13.354   1          0   fair
2111020690012000   2004   0    8   71.72          0   0          0   good
3222090080012000   2004   1   12   58.21    15.7106   1   250.6839   fair
4322030150022000   2004   1   11   49.17   0.157106   1   62.67098   fair
3222090090042000   2004   1   17   33.72    9.42636   1   175.4787   fair
4324010110012000   2004   1   11    42.6    2.82791   1   43.86968   fair
3221030180012000   2004   1    5   47.07   0.157106   1          0   good
3212060180022000   2004   1   14   39.79     27.948   1   124.6061   good
3224010070022000   2004   1    3   72.59    5.65582   0          0   fair
4212030430022000   2004   1   12   59.25    5.03064   1   118.3758   fair
3221030010022000   2004   1    0   57.25   0.157106   1          0   fair
2311020860032000   2004   0    6   60.48    2.04952   0          0   fair
4522010610012000   2004   1   12   38.72    2.12093   1   75.20517   poor
5211060820012000   2004   0   15   39.06          0   1   37.38183   good
3212060150022000   2004   1   12   50.18    77.6334   1   87.22426   fair
3221040150012000   2004   0    0   81.87   0.157106   1          0   poor
5211060620022000   2004   1   14   42.96          0   1   137.0667   fair
3723040410042000   2004   1    9   26.59   0.078553   1    125.342   excellent
3222020140012000   2004   1    9   56.32   0.314212   1   37.60259   good
3222030050012000   2004   1    9   51.39   0.235659   1          0   good
3222040620022000   2004   1    0   65.94   0.235659   1          0   fair
4311020060032000   2004   0   15   41.19    15.5267   1   87.22426   excellent
3212010820012000   2004   1    5    68.5    0.55896   1   149.5273   good
2311020640032000   2004   0   15   29.22    3.10534   1   74.76365
3724030070012000   2004   1   12   47.99   0.471318   1   62.67098   fair
2121010720012000   2004   1   14   40.87    3.92765   1   75.20517   good
3212010420812000   2004   1    4   63.89    1.55267   0          0   fair
4122040190012000   2004   1   12   42.15    3.14212   1   100.2736   good
3212060200012000   2004   0   12   78.93          0   0          0   good
2112030860012000   2004   0    9    72.5    6.14856   0          0   fair
3224040100022000   2004   1    9    39.2   0.157106   1   50.13678   fair
3711030660012000   2004   1    8   50.48          0   0          0   good
3222020200022000   2004   1    5   48.11   0.314212   1   37.60259   good
3222040110012000   2004   0    6   58.03   0.314212   1          0   poor
3222090100022000   2004   1    1   61.19    9.42636   0          0   good
4112020090612000   2004   1    6   31.11    2.65506   1    63.5491   fair
4322020150012000   2004   0   12   68.73   0.157106   1          0   good
3222020810022000   2004   1    9   33.59   0.314212   1   75.20517   fair
3222020610012000   2004   1    9   35.29    28.2791   1   250.6839   fair
3221050200022000   2004   1    2    53.4   0.157106   1          0   fair
3224020160012000   2004   1    0   58.89          0   0          0   poor
3222020150012000   2004   1    9   60.54   0.314212   1          0   fair
2112030050012000   2004   1   17   67.03    0.37264   0          0   fair
3712040410032000   2004   0   15    25.8     0.4658   1   67.28729   fair
3223050820022000   2004   1   12   54.86          0   0          0   fair
3224030200212000   2004   1    0   34.05   0.157106   1          0   poor
4511010140032000   2004   1   12    47.1    3.88167   1   62.30304   good
3212030080012000   2004   1    9   64.51          0   0          0   good
3212010140822000   2004   1   15   28.71     18.632   1    57.3188   good
3723040310022000   2004   1    9   39.72   0.078553   1          0   excellent
3224020840022000   2004   1    9   34.46   0.157106   1          0   fair
4312030420022000   2004   1   11   40.96      23.29   1   99.68487   poor
3221040180022000   2004   1    5   64.61   0.157106   1          0   fair
2124040160022000   2004   1   15   42.07    4.55608   1   75.20517   good
3224010190032000   2004   1    9   39.27    5.65582   1   62.67098   good
3221030100012000   2004   1    9   56.83   0.157106   0          0   good
3212060610022000   2004   1   15   73.76          0   0          0   excellent
3222040130022000   2004   1    5   46.58   0.235659   1          0   fair
3711030810022000   2004   1    8   46.78          0   0          0   fair
3221030410012000   2004   1    9   39.53   0.157106   1          0   fair
2312020080012000   2004   1   15   36.08    1.55267   1   598.1092   poor
3224020130022000   2004   1    0   47.32   0.157106   1          0   fair
3224020150052000   2004   1   12   25.62   0.157106   1   213.0813   good
5212030190012000   2004   1    0   64.99   0.077633   1          0   good
3221050010022000   2004   1   14    69.1   0.942636   0          0   poor
3222020010012000   2004   0    5   62.21   0.314212   1          0   poor
2123020190022000   2004   1    9   50.96    1.75959   0          0   poor
3212080120022000   2004   1    0   59.75          0   0          0   good
3212080110812000   2004   0    9   27.06     37.264   1   99.68487   excellent
3221050020012000   2004   1   11   51.11   0.942636   0          0   fair
4124020090022000   2004   1    6   69.35          0   0          0   good
3212060200032000   2004   1   15   50.71    5.74487   1   186.9091   good
3222020150022000   2004   1    4    57.2   0.314212   1          0   fair
3222030030042000   2004   1    5   35.59   0.235659   1          0   good
5212040090042000   2004   0   10   18.41   0.155267   1          0   good
2121010010022000   2004   1    6   65.66          0   0          0   poor
3212060020012000   2004   1   16    83.5          0   0          0   good
3711030660022000   2004   1    8   50.11          0   0          0   excellent
3711030100022000   2004   0    0   75.45          0   0          0   fair
3224020010012000   2004   1    5   59.09   0.157106   1          0   fair
4521050850042000   2004   1   15   28.19    2.35659   1   94.00647   good
3212060040012000   2004   1   15   74.14          0   0          0   good
3211050180012000   2004   1    9   58.92          0   0          0   fair
3724020420022000   2004   1   11   50.21   0.157106   1          0   fair
3212080050012000   2004   1    4   65.86    0.55896   0          0   poor
3723010190022000   2004   1    6   61.52          0   0          0   fair
3212010620022000   2004   1   11   40.77    13.5082   1   149.5273   fair
3224010200012000   2004   1    9   80.63          0   0          0   fair
3724020430022000   2004   1    4   74.87   0.157106   0          0   fair
3224040830012000   2004   1    4   65.51   0.157106   1          0   fair
3212010060022000   2004   0    6   62.23          0   0          0   fair
3212010020012000   2004   1    9    59.1    5.40328   0          0   poor
3224020180012000   2004   1    9      49   0.157106   1          0   fair
3212010420012000   2004   1    9   64.08    15.5267   0          0   fair
3711030060022000   2004   0    0   72.91          0   0          0   fair
4324010140012000   2004   1    9   55.64    3.14212   1   62.67098   poor
3711030880012000   2004   1    0   78.64          0   0          0   fair
3211040100022000   2004   0    0   56.27          0   0          0   fair
4124020090012000   2004   1   14   62.72    5.65582   0          0   fair
3211040060032000   2004   0   15   24.56    17.0793   1   124.6061   good
3212010830012000   2004   1    9   61.63          0   0          0   good
4312020420012000   2004   1   15   57.82    15.5267   0          0   fair
3211030110022000   2004   1    0   48.84   0.931601   0          0   fair
2111030940012000   2004   1   11   36.14    1.55267   1   37.38183   fair
5212010130022000   2004   0    0   74.38          0   0          0   poor
3211050190022000   2004   1   14   69.77          0   0          0   poor
5212030060022000   2004   1    4   44.91   0.077633   1          0   fair
3723020150012000   2004   1    9   34.64   0.471318   1   94.00647   good
3211020170022000   2004   0    0   69.23          0   0          0   good
4311020820022000   2004   1    4    70.5   0.931601   0          0   fair
3224040190012000   2004   1    5   50.43   0.157106   1          0   good
3224010030022000   2004   0    3   66.93          0   1   50.13678   fair
3222030020022000   2004   1    0   60.97   0.235659   1          0   fair
3224020170022000   2004   0    8   52.46   0.157106   1          0   poor
4212030410012000   2004   1    3   44.77     0.2329   1          0   fair
2322020200012000   2004   1    6   50.44   0.047132   1          0   good
3222090100032000   2004   1   15   34.69    12.5685   1   137.8762   fair
3711030010022000   2004   0    4    68.3          0   0          0   good
2121010010012000   2004   1    6   67.13          0   0          0   good
2312010030022000   2004   1   15   40.86     3.7264   1   149.5273   fair
4212020090022000   2004   1   11   79.71          0   0          0   fair
3211040100032000   2004   1    9   30.89   0.931601   1   124.6061   fair
4523010010012000   2004   1    5   77.31   0.958347   0          0   poor
4322020090022000   2004   1    5   55.06   0.157106   1          0   poor
3723010090052000   2004   0    0   66.78    2.82791   0          0   good
4512020810012000   2004   1    9   49.97    1.49056   0          0   good
3211030200022000   2004   1    3   58.75          0   0          0   fair
4212010190022000   2004   1    9   54.16          0   0          0   fair
2112030620022000   2004   1   15   44.65    4.03694   1   161.9879   good
3212080200012000   2004   1    6   59.94          0   0          0   fair
3211050180022000   2004   1   10   61.86          0   0          0   fair
3222030080022000   2004   1    9   59.08   0.235659   1          0   fair
2112080840032000   2004   0   16   22.41      4.658   1   62.30304   good
3224020200412000   2004   1    7   33.55   0.157106   1          0   fair
3222020110022000   2004   1    0   51.79   0.314212   1          0   good
4322020090012000   2004   1    6   55.52   0.157106   1          0   good
4324010170022000   2004   1   14   40.25    3.92765   1   87.73937   fair
3224010650022000   2004   1    1   62.68          0   0          0   poor
4112020840012000   2004   1    4   57.25          0   0          0   good
3221020030012000   2004   1    0   69.27   0.157106   1          0   fair
4311020410022000   2004   1   12   42.19    19.8741   1   99.68487   fair
3224010830022000   2004   1    2   73.68          0   0          0   fair
3224020140022000   2004   1    0   48.03   0.157106   1          0   poor
4311030200812000   2004   1   15   29.13     13.974   1   186.9091   fair
3212080100012000   2004   1    6   62.67   0.310534   0          0   good
2123050820012000   2004   1    9      65          0   0          0   fair
3222090100012000   2004   1    9   65.79     25.137   0          0   fair
3224040840022000   2004   1    0   48.07   0.157106   1   18.80129   fair
3224020030012000   2004   1    2   49.52   0.157106   1          0   good
3223050080012000   2004   1   15    34.8          0   1   162.9445   fair
3224020830012000   2004   1    9   36.11   0.157106   1   50.13678   poor
4211040010022000   2004   1    9   38.52      4.658   1   99.68487   fair
4322010070022000   2004   1   12   50.46    18.8527   1          0   fair
4212010160022000   2004   1   15    51.3          0   0          0   good
4321040190012000   2004   1    6   80.46          0   0          0   good
3224020060022000   2004   1    5   33.89   0.157106   1          0   excellent
3711030810012000   2004   1    8   47.55          0   0          0   fair
3224020070042000   2004   1    9   25.02   0.157106   1   37.60259   good
3211050080012000   2004   1   12   44.68    9.31601   0          0   fair
2324010200022000   2004   1   14   60.33    1.88527   0          0   good
2312010010012000   2004   1   15   49.01      2.329   1   159.4958   good
3212080140082000   2004   1   15   25.88    6.21067   1   34.64049   good
4211020050012000   2004   1    8   53.94     1.8632   0          0   poor
3211030090022000   2004   1    3   58.67          0   0          0   poor
3212060150032000   2004   1   12   49.79    77.6334   1   186.9091   excellent
3222020120022000   2004   1   10   55.91   0.314212   1   75.20517   fair
3711030160022000   2004   1    9   69.91          0   0          0   good
4211040050042000   2004   1    5   47.76    6.49015   0          0   good
3212060610012000   2004       12      76          0   0          0   poor
3224030050012000   2004   1    5   64.96   0.157106   1          0   poor
4312010420012000   2004   1   14   49.42    1.24213   1   112.1455   fair
3223050810022000   2004   1   16   31.89          0   1   150.4103   poor
3711030650022000   2004   1    8   42.89          0   1   76.00971   good
3212010110012000   2004   1   12   58.78          0   1   211.8303   good
3224010640022000   2004   1    0   60.93          0   0          0   poor
3224020100022000   2004   1    2   63.71   0.157106   1          0   fair
3221020080012000   2004   1    9   39.86   0.157106   1          0   fair
5212040100042000   2004   1    9   40.69   0.155267   1          0   good
3222020140022000   2004   1    5   47.42   0.314212   1   25.06839   good
3211050090022000   2004   1   12   40.63    99.3707   1   149.5273   fair
3212080170612000   2004   1   12   29.54     18.632   1   74.76365   fair
4311030020022000   2004   1   15   25.62    9.31601   1   180.6788   fair
3212060100012000   2004   1   15   76.73          0   0          0   poor
2311010820012000   2004   1   15   51.12          0   1   186.9091   fair
3224020020022000   2004   1    0   41.96   0.157106   1          0   poor
3221020190012000   2004   1    5   46.81   0.157106   1          0   fair
3224010640012000   2004   1    9   63.99          0   0          0   good
3224030080012000   2004   1    9   51.82   0.157106   1          0   good
3222040070022000   2004   1    4   52.72   0.235659   1          0   fair
3221020320022000   2004   1    0   67.33   0.157106   1          0   poor
4111020490012000   2004   0   11   42.02      2.329   1   56.07274   fair
3222040180032000   2004   1    3   54.91   0.235659   1          0   fair
2111010170032000   2004   1   16   29.28     27.948   1   62.30304   fair
2322050740012000   2004   1    8   59.52    0.26708   0          0   good
3224020010022000   2004   1    0   59.46   0.157106   1          0   poor
3224020810022000   2004   0    5   38.19   0.157106   1   75.20517   fair
3222020190012000   2004   1    9      63   0.314212   1          0   fair
3223050610022000   2004   1   15    75.1          0   0          0   good
2322020110012000   2004   1    9   25.25   0.047132   1          0   good
3224030020012000   2004   1   12   49.92   0.157106   1          0   good
3224030020022000   2004   1    0   49.14   0.157106   1          0   fair
3212060120052000   2004   0   12   31.37    1.55267   1   69.77941   good
3221030120022000   2004   0    0    54.6   0.157106   1          0   fair
3222030080012000   2004   1    9   64.53          0   1          0   poor
3711030820022000   2004   1   14    44.8          0   1   124.6061   fair
3221020190022000   2004   1    0    43.6   0.157106   1          0   good
2112040670012000   2004   1    9   56.51    6.21067   1   124.6061   good
4324010080022000   2004   1    9   46.89    5.02739   1   112.8078   excellent
3224020070022000   2004   0    0   49.46   0.157106   1          0   fair
2321020830012000   2004   1   11   32.41   0.157106   1    125.342   excellent
3724020430012000   2004   1    6   74.05   0.157106   1          0   fair
3223050640012000   2004   1   12   50.02          0   1   175.4787   good
3221050070042000   2004   1   13   27.44    7.54109   1   150.4103   excellent
3222040830022000   2004   1    0    55.3   0.235659   1          0   poor
3212010020022000   2004   1    0   55.11          0   0          0   good
3211030120012000   2004   1   12   48.18      46.58   1   124.6061   good
3224030160022000   2004   1    0   50.41   0.157106   1          0   fair
5212030170022000   2004   1    0   71.66   0.077633   1          0   fair
4211020180022000   2004   1    4   63.27      4.658   0          0   poor
3224010050012000   2004   0    6    67.7          0   0          0   fair
4212010830012000   2004   1    9   58.94          0   0          0   fair
5212010820012000   2004   1   15   57.85          0   0          0   fair
2312020060022000   2004   1   15      43    14.1293   1   161.9879   fair
4224030180012000   2004   1    6   50.14    4.71318   1   75.20517   fair
3211030170022000   2004   1   12   62.07          0   1   124.6061   fair
4324010020012000   2004   1   11   55.32    4.71318   1   100.2736   good
4212010200022000   2004   1   14   53.47          0   0          0   fair
4223010040032000   2004   0   12   56.74   0.942636   0          0   fair
3212080110022000   2004   0    9   34.57      4.658   1   124.6061   good
3212030110412000   2004   1    9   35.32     3.7264   1   62.30304   good
3724020410022000   2004   0    9   48.13   0.157106   1          0   excellent
3211040060022000   2004   1    0   48.71          0   1   80.99396   good
3224030190022000   2004   1    0   60.22   0.157106   1          0   poor
3212010120012000   2004   0    0   62.25          0   0          0   poor
2324010810012000   2006   0   16   53.45    31.9039   1   166.1979   fair
4112010120022000   2006   1   18   44.96    3.26885   1    140.629   poor
2111020840012000   2006   1   14   57.43    21.2475   0          0   poor
4222010120022000   2006   1   11   46.69   0.245163   1   639.2227   excellent
2123030160012000   2006   1    8   43.49   0.163442   1          0   good
4312020810012000   2006   1   15   51.44    4.90327   1   120.1739   good
4224020420012000   2006   1    9   41.79   0.245163   1   63.92227   good
2121020140022000   2006   1    9   53.16          0   1          0   fair
4224010180022000   2006   0    0   64.17   0.245163   1          0   good
3224010030022000   2006   0    0   68.94          0   0          0   fair
2311020890012000   2006   1    9   57.56    6.53769   0          0   fair
4521040140022000   2006   1   11   45.77   0.163442   1          0   fair
4212010820032000   2006   0   15   26.25    4.90327   1   127.8445   good
2321040190012000   2006   1    6   62.06   0.163442   1          0   fair
3222020190012000   2006   1    9   64.89   0.490327   1          0   fair
3222090020012000   2006   1   12   61.63    5.88392   0          0   fair
2112010110032000   2006   0   15    47.1    5.72048   1   255.6891   excellent
4224030120012000   2006   1    4   60.32   0.245163   1   38.35336   fair
3224010200012000   2006   1    9   82.64          0   0          0   good
2121011010022000   2006   1    6   69.77    8.98932   0          0   fair
2321040860022000   2006   1    6   41.59   0.163442   1          0   fair
3224020170022000   2006   0    0    54.5   0.163442   1          0   poor
4511020660032000   2006   0   15   28.14    24.1895   1   95.88341   fair
2321030030022000   2006   1    6   55.16   0.163442   1          0   poor
3224030820022000   2006   1    5   34.29   0.163442   1          0   poor
3222040180032000   2006   1    0   56.78   0.245163   1          0   fair
3222090100012000   2006   1    9   67.73    9.80654   0          0   fair
4112010120012000   2006   1   14   43.39    2.77852   1    140.629   fair
2111031010012000   2006   1   15   31.62    27.4583   1   127.8445   excellent
5223010150062000   2006   1   15   35.72    2.28819   1   112.5032   poor
3223030130022000   2006   1    9   42.73   0.245163   1   166.1979   good
4111030200012000   2006   1    9    55.7   0.163442   1   153.4134   fair
5221030040022000   2006   1   12    58.3   0.163442   1          0   fair
3222030020022000   2006   1    0   62.88   0.245163   1          0   fair
4312010061022000   2006   0   16      25    4.90327   1          0   fair
4212010120022000   2006   1    9      54          0   0          0   poor
4312020090022000   2006   0    2   71.79   0.980654   0          0   excellent
4521040180012000   2006   1    3   63.44   0.163442   1          0   good
4521030160022000   2006   1    9   66.22   0.163442   1          0   fair
4521020170032000   2006   1    9   43.26   0.163442   1   51.13782   fair
3224020200612000   2006   1    8   26.77   0.163442   1          0   poor
5212040810022000   2006   1    9   29.75   0.163442   1   89.49118   good
5212040810012000   2006   1    9   26.31   0.163442   1          0   fair
3721020050022000   2006   1    9   51.47   0.245163   1   38.35336   fair
5211080030812000   2006   1    1   39.75   0.163442   1          0   good
4324040090022000   2006   1   15   66.26    5.23015   1   153.4134   poor
4521040180812000   2006   1    6   28.11   0.163442   1          0   poor
4223040810012000   2006   1    9   34.85   0.245163   1          0   good
3224030200212000   2006   1    0   36.11   0.163442   1          0   fair
4521040160022000   2006   1   11   43.09   0.163442   1          0   fair
4521050090022000   2006   1   15   70.35          0   0          0   fair
3222090100032000   2006   1   15   36.63    9.80654   1    140.629   poor
2311010170012000   2006   1   14   49.88    6.53769   1   204.5513   good
4523030100012000   2006   0    8   52.45   0.163442   1          0   good
4222031030012000   2006   1    9   64.59   0.245163   1          0   fair
5212010170012000   2006   0    6   78.24          0   0          0   poor
3222030200022000   2006   1    5   46.29   0.245163   1          0   fair
2111020660012000   2006   1   17   65.63          0   0          0   good
3224030080022000   2006   1    0   51.83   0.163442   1          0   fair
2124020040022000   2006   1    9   39.63   0.163442   1          0   poor
3222020120042000   2006   1    2   56.51   0.326885   1          0   fair
3224020110012000   2006   1    0    65.2   0.163442   1          0   fair
3721040030022000   2006   0    9   49.59   0.163442   1          0   poor
2111020150012000   2006   1   15   64.53          0   0          0   fair
4523030090412000   2006   1    3   35.22   0.016344   1          0   poor
2123020120012000   2006   1    9   44.34   0.163442   1   127.8445   good
4523030420022000   2006   1    3   32.73   0.163442   1          0   good
4312010060012000   2006   1   15   42.75    4.90327   1          0   good
4523020160312000   2006   1    1   35.69   0.163442   1          0   fair
3222020030022000   2006   1    8    64.2   0.326885   1          0   good
4521030090012000   2006   1   15   65.59          0   0          0   poor
2311020050022000   2006   0    9   58.56    5.23015   0          0   fair
5211090080012000   2006   1   14   56.99   0.653769   1   109.9463   good
2121040610012000   2006   1    9   30.31   0.245163   1          0   good
3222040810022000   2006   1    0   53.17   0.245163   1          0   poor
4522030091012000   2006   1    9   30.49   0.163442   1   51.13782   fair
3222020150012000   2006   1    9   62.43   0.326885   1          0   fair
3724020420022000   2006   1   12   52.22   0.163442   1          0   fair
2121020200012000   2006   1    6   50.82   0.212475   1          0   fair
2121030640012000   2006   1    6   48.08    14.2195   1          0   good
4522010150032000   2006   1   14   36.41    7.46931   1   109.9463   good
2324021030012000   2006   1    5   47.03   0.163442   1          0   poor
4111031020012000   2006   1    6    53.6   0.163442   1   204.5513   good
4521040170012000   2006   1   11   43.98   0.163442   1          0   fair
4521040160012000   2006   1   12    47.2   0.163442   1          0   fair
4521020420012000   2006   1    6    70.4   0.163442   1          0   poor
2121040040022000   2006   1    9   56.32   0.163442   1          0   poor
4521040080312000   2006   1    5   40.34   0.163442   1    70.3145   poor
4521020120042000   2006   0    7   25.27   0.163442   1   76.70672   fair
3221050150012000   2006   1   12   50.28   0.163442   1   63.92227   fair
3222040610022000   2006   1    7   47.81   0.245163   1          0   fair
2321030040022000   2006   1    6   37.61   0.163442   1          0   fair
2123040060012000   2006   1    9   65.12   0.163442   1          0   poor
4522030060022000   2006   1    5   57.33   0.163442   1          0   poor
4521020200022000   2006   1   11   49.19   0.163442   1   40.91025   fair
2111010150012000   2006   1   15   56.97          0   1   191.7668   good
4521020150012000   2006   1    1   51.78   0.163442   1          0   poor
2122010660022000   2006   1    0   72.99          0   0          0   poor
4521020040032000   2006   1    8   50.08   0.163442   1          0   poor
3721010090032000   2006   1   15   26.21   0.163442   1   76.70672   good
2123040660022000   2006   1    9   41.15   0.163442   1          0   good
3222020010052000   2006   1   14   31.22   0.326885   1   153.4134   fair
3224020090812000   2006   1    9   40.51   0.163442   1   76.70672   good
4521020610012000   2006   1    2   58.61   0.163442   1          0   poor
4312020140022000   2006   0    5   74.46   0.980654   0          0   fair
5211080030822000   2006   1    5   39.37    1.63442   1          0   fair
3721040050022000   2006   1    0   51.15   0.163442   1          0   fair
4224010130062000   2006   1    8   28.88   0.245163   1   153.4134   good
2111010100012000   2006   1   15   66.09   0.490327   0          0   fair
4311040050012000   2006   1   15   66.77          0   0          0   poor
4511051190022000   2006   1    9   56.54          0   0          0   fair
4224040160022000   2006   1    6   55.73   0.245163   1          0   poor
3712010640022000   2006   0   14   60.01   0.163442   0          0   good
2111020150022000   2006   1   15   64.01          0   0          0   good
3222020190022000   2006   1    6   62.78   0.490327   1          0   good
4224020430022000   2006   1    5    37.1   0.245163   1          0   good
3711030650012000   2006   0    0    70.9          0   0          0   good
3223040110022000   2006   1    3   57.92   0.245163   1          0   fair
4224030120022000   2006   1    0   55.57   0.245163   1          0   poor
3224020100022000   2006   1    6   65.75   0.163442   1          0   fair
2111020610012000   2006   0    9   81.66          0   0          0   excellent
3224020070022000   2006   0    0   51.49   0.163442   1          0   good
2122040100042000   2006   0   15    20.3   0.163442   1   63.92227   good
4224020120022000   2006   1    1   42.17   0.245163   1          0   good
4123030130022000   2006   1    0   55.25          0   1          0   fair
4324010140012000   2006   1    9    57.6    6.04736   0          0   fair
2124040150012000   2006   1    4   50.39   0.163442   1          0   good
3224040840012000   2006   1    9    59.6   0.163442   1   51.13782   fair
3723030100052000   2006   0    9    22.9   0.245163   1   127.8445   good
2321030640012000   2006   1   12   60.07   0.163442   1          0   good
2121010050022000   2006   0    0   70.63   0.163442   0          0   fair
2121040190022000   2006   1    4   43.34   0.163442   1          0   good
2324030810022000   2006   1    9   46.89   0.163442   1          0   good
4322030310012000   2006   1    3   37.02   0.163442   1   178.9824   fair
5212010130022000   2006   0    0   76.39          0   0          0   poor
4112020830012000   2006   1    9   33.95    3.26885   1   102.2756   fair
2121041010012000   2006   1   14   24.59   0.245163   1   191.7668   good
4212010820012000   2006   1    9   52.73          0   1   166.1979   good
5211070010022000   2006   1    4   41.71   0.163442   1   76.70672   excellent
2124010690012000   2006   0    9   80.52          0   0          0   fair
4322040040022000   2006   1    3   46.75   0.163442   1          0   fair
4322030190012000   2006   1    5   55.09   0.163442   1          0   fair
4322030100022000   2006   1    0   91.43   0.163442   1          0   good
5212030190012000   2006   1    0      67   0.163442   1          0   good
3711030660032000   2006   0   15   25.53    44.1294   1   76.70672   excellent
3224020820022000   2006   1    9   35.87   0.163442   1          0   fair
4523030100052000   2006   1    8   23.57   0.163442   1          0   good
4521030080022000   2006   1    2   57.14   0.163442   1          0   fair
3224030810022000   2006   1    5   38.33   0.163442   1          0   good
4521040170022000   2006   1    5   39.86   0.163442   1          0   poor
4521020150022000   2006   1    9   48.13   0.163442   1          0   poor
3722020010012000   2006   1   11   52.83   0.163442   1          0   fair
3712030830012000   2006   1    6   69.71    4.90327   0          0   fair
2311021050012000   2006   1   16   53.48    6.53769   1   255.6891   fair
2111020650012000   2006   1   14   68.57          0   0          0   good
3212061020022000   2006   1   12   66.14          0   0          0   good
2321020100022000   2006   1    3   53.04   0.163442   1          0   poor
3222040810012000   2006   1    5   52.24   0.245163   1   51.13782   fair
3224011050022000   2006   1    9    64.8          0   0          0   fair
2321040190022000   2006   1    6   59.28   0.163442   1          0   fair
4123030060032000   2006   0    8   63.23          0   1          0   poor
4224010820012000   2006   1    9   35.08   0.245163   1          0   fair
5212030190022000   2006   1    0   71.32   0.163442   1          0   good
5221030060012000   2006   0    1   69.99   0.163442   1          0   fair
4521040180022000   2006   1    6   62.16   0.163442   1          0   fair
4223040190022000   2006   1    2   58.09   0.245163   1          0   fair
4224030430012000   2006   1    4   40.82   0.245163   1   76.70672   good
3724011020012000   2006   1    6   65.83   0.490327   0          0   fair
2121020090022000   2006   1    9   64.82   0.212475   1          0   fair
4211021010012000   2006   0    9    59.7    6.86457   0          0   good
4223040140012000   2006   1    5   53.99   0.245163   1          0   poor
5224040170012000   2006   1    1   69.56   0.163442   1          0   poor
3224010190032000   2006   1    9   41.27    1.96131   1   63.92227   fair
2123030090022000   2006   0    9   46.81   0.163442   1          0   fair
5211080050022000   2006   0    0   57.43   0.163442   1          0   fair
4223020610022000   2006   1   11   41.76   0.245163   1          0   fair
4224010410012000   2006   1    5   38.66   0.245163   1          0   poor
4311041010022000   2006   1   15   37.05    4.08606   1   115.0601   good
2111020050022000   2006   1   15   72.21          0   0          0   good
5224020180012000   2006   1    9   42.96   0.163442   1          0   poor
4222030070012000   2006   1   11   42.16   0.245163   1          0   good
3721040180022000   2006   1    9   51.74   0.163442   1          0   poor
4521040200012000   2006   1    7   56.51   0.163442   1   51.13782   fair
3721020420012000   2006   1    9   40.71    4.57638   1   191.7668   good
4224040160012000   2006   1    0   56.48   0.245163   1          0   fair
2321010150012000   2006   1   15   69.97    3.59573   0          0   fair
3211030120032000   2006   0   16   24.93    8.17211   1   83.09895   good
4222010050012000   2006   1    6   51.78   0.245163   1   51.13782   fair
4124020090012000   2006   1   14   64.62   0.817211   0          0   good
4212010130612000   2006   1   15   35.96          0   1   74.14983   good
4212030440022000   2006   1    9   43.15          0   1   1917.668   fair
4223010070012000   2006   1   15   46.94    5.88392   1   166.1979   good
3224010820022000   2006   0    6   63.95          0   0          0   good
5212030030022000   2006   1    0   51.41   0.163442   1          0   fair
2123040020012000   2006   1    3   53.01   0.163442   1          0   poor
4212030430022000   2006   1   12   61.23          0   0          0   good
2321020190022000   2006   1    9   40.91   0.163442   1          0   fair
2321040860012000   2006   1    5   44.04   0.163442   1          0   poor
4212040410032000   2006   1   15   30.18    12.2582   1   115.0601   fair
4521020180012000   2006   1    9    50.6   0.163442   1          0   poor
4112020820012000   2006   1   11   42.32    4.90327   1   127.8445   fair
5212030060012000   2006   1    2   49.36   0.163442   1          0   fair
3224030200032000   2006   1    5   41.55   0.163442   1          0   good
4123030020022000   2006   1    3   51.71          0   1          0   fair
4311041010012000   2006   1   16   40.65    6.53769   1   242.9046   fair
4223040130052000   2006   1    9   31.74   0.245163   1          0   good
5212030030012000   2006   1    5      58   0.163442   1          0   fair
2321030630022000   2006   1    6   58.63   0.163442   1          0   poor
4523030810022000   2006   1    5   34.38   0.163442   1          0   good
4311010080012000   2006   1   12   47.97   0.817211   1   191.7668   good
2112030010022000   2006   1    9   40.42   0.947965   1   51.13782   fair
4312020610022000   2006   1    9   51.32    4.90327   0          0   fair
4521020080022000   2006   1    2   64.21   0.163442   1          0   poor
5221030080042000   2006   1    9   51.24   0.163442   1          0   fair
4111030201012000   2006   1   15   24.06   0.163442   1   127.8445   excellent
2321020200032000   2006   0    9   18.89   0.163442   1          0   fair
4521050020012000   2006   1   11   45.01      8.499   1   153.4134   fair
3724010090022000   2006   1   12   44.13   0.490327   1   115.0601   fair
2121020200022000   2006   1    5   46.77   0.212475   1          0   fair
2321020200022000   2006   1    6   41.13   0.163442   1          0   good
4212010020022000   2006   1    3      71          0   0          0   poor
4511051170012000   2006   0    0   71.93          0   0          0   fair
4122040050012000   2006   1   12   51.89    8.17211   1   127.8445   fair
2324020040022000   2006   1    4   43.36   0.163442   1          0   fair
3223030050042000   2006        9   17.56   0.326885   1          0   fair
3711080100042000   2006   1   12   48.71          0   1   63.92227   good
4123020100072000   2006   1    9   27.45          0   1          0   good
4123020100012000   2006   1    6   55.95          0   1          0   fair
3724030040012000   2006   1    6   55.76   0.163442   1   63.92227   fair
4224020820032000   2006   0    7   71.59   0.245163   1          0   poor
5224020190012000   2006   1    9   50.51   0.163442   1          0   fair
4122040840012000   2006   1   12   35.97    13.0754   1          0   fair
4123030200022000   2006   1    9   45.48          0   1          0   poor
3221050130022000   2006   1   12   54.84   0.163442   1          0   fair
5224030200012000   2006   1    0   64.57   0.163442   1          0   fair
4521040060612000   2006   1    6    31.4   0.163442   1          0   fair
2312020140022000   2006   1   15   53.41    5.55704   1   230.1202   excellent
3224040020022000   2006   1    0   47.95   0.163442   1   102.2756   good
2111010700022000   2006   1    5   75.58   0.490327   0          0   fair
2121020850012000   2006   1    9   38.08   0.212475   1   127.8445   fair
2121020040032000   2006   0    6   19.03    24.5163   1   255.6891   good
4324010110012000   2006   1   12   44.57    4.90327   1   44.74559   fair
3723020140012000   2006   1   12   56.25   0.245163   0          0   poor
3224030830012000   2006   1    9   37.86   0.163442   1          0   fair
4223010810012000   2006   1   12   53.35   0.375917   1   144.4643   poor
2321040630022000   2006   1    5   49.68   0.163442   1          0   fair
2111010620012000   2006   1    9   54.19    7.84523   1   112.5032   fair
5211080030022000   2006   0    0   68.56   0.163442   1          0   good
3222020170412000   2006   1    9   31.84   0.326885   1   127.8445   good
5224030130062000   2006   1    0   69.03   0.163442   1          0   poor
5211061010012000   2006   1   12    45.7    7.06071   1   236.5124   fair
4111030440012000   2006   1   11   46.28   0.163442   1          0   fair
2111031040012000   2006   1   15   42.85          0   1   38.35336   excellent
3724030081012000   2006   1    9   25.03   0.163442   1   51.13782   excellent
4111030820032000   2006   1    9   42.59   0.163442   1   108.6679   excellent
4111030430012000   2006   1    9   41.19   0.163442   1   76.70672   fair
2122030150012000   2006   1    9   62.84   0.163442   0          0   fair
4212010830012000   2006   1    9   60.87          0   0          0   good
4123030040012000   2006   1    9   41.52          0   1   76.70672   fair
3224040110012000   2006   1    2   59.39   0.163442   1   89.49118   fair
3723020120062000   2006   0   14   22.04   0.245163   1   153.4134   fair
4123020620012000   2006   1    3   80.37          0   0          0   poor
5212040040012000   2006   1   11   48.75   0.163442   1          0   fair
3224030860022000   2006   1    0   62.01   0.163442   1          0   poor
4212010830032000   2006   0   17   28.76    4.90327   1   108.6679   poor
3222091040012000   2006   0    5   75.68    8.17211   0          0   fair
4211020100012000   2006   1    9   47.12    6.86457   1   89.49118   poor
3222030090022000   2006   1    6   60.88   0.245163   1          0   good
4511020860022000   2006   1    4   80.61    2.35357   0          0   fair
4521020060022000   2006   0    6   57.44   0.163442   1          0   fair
4322030030022000   2006   1    4   53.87   0.163442   1          0   fair
3724011010012000   2006   1    4   66.78   0.490327   0          0   fair
2311040070612000   2006   1   16   33.36    4.90327   1   204.5513   good
4111030121012000   2006   1    8   41.82   0.163442   1          0   fair
3721020100022000   2006   1    4   70.61   0.163442   0          0   fair
4522030030022000   2006   1    8   55.17   0.163442   1          0   poor
3211030010022000   2006   1    3   61.56    8.17211   0          0   poor
3721020070012000   2006   1    6   52.68   0.163442   1   43.46714   fair
5221030170012000   2006   1    9   58.34   0.163442   1          0   fair
4222040010022000   2006   1    9   45.24   0.245163   1          0   good
3721010091012000   2006   1   15   26.94   0.163442   1   51.13782   good
2324020040012000   2006   1    5   46.22     1.1441   1          0   fair
3721010020012000   2006   1    8    57.1   0.245163   1          0   good
2121010070012000   2006   1   12   72.49          0   0          0   poor
4521040140042000   2006   1    8   23.93   0.163442   1          0   poor
4311020060032000   2006   0   15   43.19    1.96131   1   102.2756   fair
4322040090022000   2006   1    0   66.25   0.163442   1          0   fair
5212040080022000   2006   1    1    52.9   0.163442   1          0   poor
3723030120022000   2006   1    0   54.97   0.245163   1          0   poor
3223040020022000   2006   1    1   49.85   0.245163   1          0   good
4312010420022000   2006   1   12   53.08    37.5917   1   115.0601   fair
2324040130012000   2006   1    9   41.38   0.163442   1          0   good
3222040830012000   2006   1    9   58.86   0.245163   1          0   poor
3224040090022000   2006   1    1   56.31   0.163442   1   51.13782   fair
2124040120022000   2006   1   12   48.82   0.163442   1          0   poor
3224030150022000   2006   1    0   71.97   0.163442   1          0   fair
4322030070022000   2006   1    0   70.14   0.163442   1          0   poor
5211060050012000   2006   1   17   80.67    4.00434   0          0   fair
2322050740012000   2006   1    9   61.55    2.94196   0          0   fair
3224020140052000   2006        9   17.62   0.163442   1   115.0601   poor
3224011050012000   2006   1    0   66.57          0   0          0   fair
2111020710822000   2006   1   15   71.01          0   0          0   fair
2121020200032000   2006   0    9   25.34   0.212475   1   127.8445   fair
2121010680012000   2006   0    9   75.55   0.817211   0          0   good
3223030130012000   2006   1   12    43.9   0.245163   1   166.1979   fair
3222020150022000   2006   1    0   59.09   0.326885   1          0   fair
4224020120012000   2006   1   12   42.23   0.245163   1   76.70672   fair
2322050700022000   2006   1    4   66.61    2.94196   0          0   fair
3223020190022000   2006   1    6   40.98   0.245163   1          0   poor
3223020030022000   2006   1    6   50.26   0.326885   1          0   good
3222091050022000   2006   1    9   31.02    57.2048   1   89.49118   good
4523020090412000   2006   1    5    37.1   0.163442   1          0   good
3222040200212000   2006   1    9   37.74   0.245163   1          0   good
4212020140042000   2006   1    0   50.79    4.90327   0          0   good
3222020320012000   2006   1    9   43.78   0.326885   1   102.2756   fair
3222020310022000   2006   1    9    38.4   0.326885   1   83.09895   good
5221041010012000   2006   1    9   37.76   0.163442   1   51.13782   fair
2124040010022000   2006   1   12   44.21   0.163442   1          0   fair
3222020020012000   2006   1    9   50.37   0.326885   1   115.0601   fair
3211030070022000   2006   1    2   59.82    8.17211   0          0   good
4224040200312000   2006   1    9   42.63   0.245163   1          0   poor
4223030140022000   2006   1    0   52.91   0.245163   1          0   poor
4311011010022000   2006   1   15   30.33    8.17211   1   127.8445   excellent
3221050140012000   2006   1    8   52.14   0.163442   1          0   fair
4521020050012000   2006   1    5   70.63   0.163442   1          0   fair
5221040040012000   2006   1    0   72.91   0.163442   1          0   fair
2112010090032000   2006   1    9   33.93    6.53769   1   153.4134   good
3224020110022000   2006   1    5   62.87   0.163442   1          0   fair
5212020830012000   2006   0    6   54.67   0.817211   0          0   good
3723040161022000   2006   1    9   38.89   0.245163   1   38.35336   good
3212060170012000   2006   1   15   71.61          0   0          0   good
5211080810012000   2006   1    9   39.66   0.163442   1          0   fair
5211080180022000   2006   1    0   51.69   0.163442   1          0   good
4521020090012000   2006   1    9   61.86   0.163442   1          0   fair
2321030630012000   2006   1    6   63.16   0.163442   1          0   poor
3721020190022000   2006   1    4   56.26   0.163442   1          0   poor
4521020420022000   2006   1    0   65.92   0.163442   1          0   poor
5221041010022000   2006   1    5   32.78   0.163442   1          0   excellent
4123030010012000   2006   1    6   59.67          0   1          0   fair
2121030820012000   2006   1    8   38.56   0.326885   1   178.9824   good
3222040620012000   2006   1    2   67.32   0.245163   0          0   good
4523030810012000   2006   1    5   36.43   0.163442   1          0   good
2324020070022000   2006   1    0   52.61   0.163442   1          0   poor
2323040810012000   2006   1    6   59.01   0.163442   1          0   fair
5224020100012000   2006   1    9   38.86   0.163442   1          0   good
3721020180022000   2006   1    0   46.43   0.163442   1          0   poor
4312010610022000   2006   1    0   68.55          0   0          0   fair
4322020410012000   2006   1   12   37.54   0.163442   1   153.4134   fair
4511020660012000   2006   1    9    65.8          0   0          0   good
5211080810032000   2006       10   17.19   0.163442   1          0   poor
2111020660022000   2006   1   15    64.8          0   0          0   fair
2311020110022000   2006   1    9   83.96    4.57638   0          0   fair
4523030820012000   2006   1    5   30.39   0.163442   1          0   good
4312020200022000   2006   0    9   65.28    5.88392   0          0   fair
4123030090032000   2006   1    5   35.09          0   1          0   excellent
3224020200412000   2006   1    7   35.58   0.163442   1          0   fair
4123030180022000   2006   1   12   41.85          0   1          0   excellent
2121030810012000   2006   1    6   48.61   0.163442   1   127.8445   good
3224020030812000   2006   1   15    26.8   0.163442   1   127.8445   fair
2123030030012000   2006   1    9   55.47   0.163442   1          0   fair
2311020070022000   2006   1   14   61.36    6.53769   0          0   fair
4112030160012000   2006   0    9   75.16          0   0          0   fair
2124040100022000   2006   1   10   41.92   0.163442   1          0   fair
2112080170022000   2006   1    9   51.89    6.53769   0          0   good
2123030060012000   2006   1    5   59.11   0.163442   1          0   fair
3724020420012000   2006   1    9   53.03   0.163442   1          0   fair
2121040170012000   2006   1   12   67.91   0.163442   1          0   poor
2321010200022000   2006   1    9   45.77    2.38626   1    84.3774   fair
2124040620022000   2006   1    9   47.01    9.80654   1          0   good
2123040070012000   2006   1    6    43.5   0.163442   1   191.7668   fair
5221030080032000   2006   1    5   53.18   0.163442   1          0   good
2123030060022000   2006   1    6   57.66   0.163442   1          0   good
3211020070012000   2006   1    6   73.49          0   0          0   fair
5221040610022000   2006   1    4   34.88   0.163442   1          0   good
4522030190412000   2006   1    9    34.5   0.163442   1   44.74559   fair
4523030090032000   2006   1    3   38.25   0.016344   1          0   good
3221050020012000   2006   1   12    53.1    3.13809   1          0   fair
4223040620012000   2006   0    0   72.85   0.245163   1          0   good
4223010410022000   2006   1   15   44.04    9.80654   1   204.5513   good
3224030140012000   2006   1    3   49.47   0.163442   1          0   fair
3224020010022000   2006   1    0    61.5   0.163442   1          0   fair
4224020130022000   2006   0    0   69.02   0.245163   1          0   good
2321020830012000   2006   1   12   34.45   0.163442   1   127.8445   good
5211080040022000   2006   1   12   40.63   0.163442   1          0   good
5221040060012000   2006   1    5   37.95   0.163442   1          0   fair
4211020040022000   2006   1    9   51.28    1.96131   0          0   good
2121010110012000   2006   1    2   81.22          0   0          0   good
2121010010022000   2006   1    6   67.59          0   0          0   poor
4312010420012000   2006   1   14   51.18    35.3035   1   107.3894   fair
2111020820012000   2006   1   16   81.43          0   0          0   fair
3224020160022000   2006   0    0   54.33   0.163442   1          0   fair
TotInc     OOPExp HealthStatus
675.8317   14.13029
7.267008   15.34146
 1426.15   0.807445
345.8557   36.33504
531.8104   4.037227
574.0936   0.484467
1070.488   95.12067
1994.995   12.11168
 1066.03   16.14891
1211.572   6.459563
445.0696         10
629.0647   150.6711
1078.343         51
738.7451   0.380483
655.3765   62.77888
606.3915   100.9307
630.6956   2.018613
585.1823   26.63379
823.1905   20.18613
824.8055   12.11168
483.1215   0.080745
833.6873   0.807445
783.0874   52.48394
1903.174   0.456579
692.7881   8.074453
556.8143   504.6533
 432.387          5
886.7149   1.902413
1312.745   0.807445
783.4518         20
 1284.89   190.2413
431.8478   0.760965
1356.427   0.807445
422.2939   2.018613
1186.345   9.512067
878.5813   80.74453
1238.486    30.2792
665.8733         10
711.5026   2.282896
285.0282   8.074453
528.8767   2.018613
691.8126   144.5834
590.3098   6.459563
268.8793   40.37226
629.6988   22.82896
 596.046   35.12387
532.0055   6.459563
880.2466   34.24344
580.6166    5.70724
300.5813    57.0724
391.8972   4.565792
397.3507   6.087722
 460.513   52.48395
687.9888          3
565.6155   0.565212
513.4006   0.403723
1019.694    5.70724
427.8114    605.584
 2161.37   0.760965
440.2596   4.037227
299.4398          8
 1844.39   11.41448
 420.679   12.71726
1723.815   28.26059
2831.105   169.5635
461.5255   0.456579
547.1788   16.14891
872.4447   423.9088
337.8686   17.12172
926.0948   7.229171
 420.679   1.009307
541.6215    23.8119
1390.325   205.7531
  2722.8   2.236447
790.9568         40
485.1674   5.952975
1390.325   199.7893
657.8137   2.385544
1239.588   2.295853
1088.901         20
339.9893   148.8244
907.9976          1
889.8705   38.69434
 641.413   0.894579
2148.503          5
 548.675   8.945788
852.7324   1.938254
321.4607   5.952975
1174.075   357.1785
1341.726   14.64432
474.1544          3
1043.228   208.7351
934.3876   8.945788
877.5819   1.490965
3539.998   6.262052
788.4222   47.71087
1730.414   2.385544
694.9884   2.385544
556.5771         12
564.2429   485.1674
753.7954   26.78839
995.2687   0.149097
684.9881   3.160845
927.2806   979.5638
613.2339         12
 488.231    29.8193
216.0186   104.1771
246.0067   16.07303
3572.083   5.952975
578.3453        110
1016.142   1.103314
468.4006   5.963859
 503.985   5.963859
695.5848   301.1153
533.0696          2
1487.088   17.89158
244.3691   20.27712
834.3439   7.305727
506.5917   29.24895
2109.304         20
 578.304         15
598.9197        200
665.6553   3.188004
20.49593   3.249883
1074.995   7.906251
3.825605    0.06376
10.13785        100
1897.152         42
1553.196         10
291.7662         80
522.4077   12.75202
696.0051   21.67843
374.4417   1.530242
788.2022   3.698085
  1419.3   1.224194
1151.507         40
 593.447    0.09564
961.9653   0.812471
308.2163   12.73927
1726.719    43.6119
811.1558   1.338962
 519.678   8.449696
1775.081         33
1775.081         33
1168.935   47.82007
323.4762   5.610888
629.3121   3.411165
 1094.25         80
668.2057    0.28692
2053.146         16
1282.088   153.0242
 426.555         20
765.3762        100
692.8596   7.651211
782.1238   12.75202
1711.417   484.5767
1522.591         15
544.6387   94.74749
1791.658         10
669.5626   51.99813
532.6837   2.794899
 453.467    2.49591
590.2059   10.96673
1152.145         40
 544.767   22.35919
1077.003   0.956401
421.9643   0.038256
1475.485   4.590726
612.0969   63.76009
627.8456   498.4764
698.2155   12.75202
1564.715         12
425.7899    0.06376
1477.746         40
732.0614   153.0242
696.6852   10.20161
459.2002   25.50404
408.0646   10.45665
600.0675         10
609.3552          5
371.3813   40.80646
55.46466          5
307.9612         15
883.9047   24.10649
1323.487   8.411993
3561.206   3882.458
  931.79   3.882458
 736.373   25.88306
1372.731   267.8499
1247.046   6.470764
53.56998        280
731.4551   10.22381
10883.83   5.176611
1567.478    186.358
1017.026         18
957.9966    43.2247
1579.125   3.105967
833.0132   9.106896
1557.642   7.764917
1428.745   19.41229
1320.381   6.470764
686.7637   3.882458
2178.691   17.14239
975.5093   301.3311
616.9476   9.374746
4149.917   0.155298
854.1409   55.38974
1223.628        135
134.1605   2.070644
 2167.62         40
1384.744   5.176611
1740.635   1.294153
806.2572        500
1934.412   46.87373
917.8323         10
498.6802   2.588305
97.76521   160.7099
464.6008         20
1395.474       1000
1339.515         20
167.4569   75.20518
2716.413    224.291
449.9776   137.8762
808.4556    0.62671
 7364.22   20.69091
 2525.64         10
1421.378   1.378762
857.9129         15
6322.875   2.506839
155.7576   149.5273
2503.392   2.506839
4.984243         15
63.42303   41.36285
1591.843         10
1295.903         60
4471.801   0.996849
5432.826         12
7387.272   37.38182
793.8324   3.133549
4797.334   37.38182
860.5978   50.13678
8772.269   1012.461
2716.413   12.46061
1128.225        100
417.4304        100
966.8043   97.76673
262.5035   24.92122
2848.744   14.95273
 6002.15     24.672
 2569.51         60
1616.141   17.44485
1303.556     194.28
1337.439   49.84243
1723.452   2.005471
75.20518   7.520517
356.6849        200
9851.878   45.12311
 770.853   94.00647
15014.63         23
532.7033   2.506839
454.3646       1000
4157.171        500
1362.467   7.520517
2139.487        100
144.8595   2.506839
851.4749         20
942.5715         10
1350.232         30
4784.874   37.38182
313.3549   1.880129
1706.107   24.92122
1840.856          2
2143.347   3.008207
1838.349   6.267097
5109.941   25.06839
 1350.73   24.92122
1869.091   87.22426
 1697.55   2.492122
752.0518   36.59985
1080.448   37.60259
728.9456       5000
1247.152   75.20518
2612.574         80
311.5152   1196.717
883.6608   6.267098
2844.259   6.230304
1936.533        150
488.8336   3.760259
7544.583   4.111217
786.8874   485.9637
3954.539   43.86969
1002.736   25.06839
6768.466   18.80129
6292.167         20
758.3188   18.80129
110.0502   5.013678
5449.647   0.348897
807.4474   8.722426
1387.118   137.8762
230.0025          7
1345.746         15
181.9249   93.45457
887.1954   37.38182
156.6774   0.376026
294.1358   11.28078
1860.784         80
1629.445         20
914.9963         10
2256.155         28
1101.756         20
4953.092       1500
 243.999    1.25342
1270.982   39.62474
2287.491    1.25342
7177.311   4996.704
 1036.16   3.760259
2974.782   7.520517
55.03436        200
3667.506   50.76349
  145.71   15.04103
2238.607         60
1582.497          8
 1221.14   12.46061
663.4767         70
2083.183         10
4656.114   13.70667
110.0502   26.32181
1855.061    1.25342
863.9355   3.738183
1778.602   56.40388
2329.511   24.92122
2848.744   1.370667
2028.587   62.30304
407.3614          5
3014.788          1
2741.334   8.099396
3579.061   37.38182
112.8078   37.60259
 1426.74   12.46061
 135.996   11.28078
1898.166   18.69091
 1990.43        200
250.6839   8.773937
 3969.58   6.643124
125.1045   3.738183
2006.158         10
681.0247   31.33549
735.1759   12.46061
973.7966   3.987395
818.9008         50
3227.298   124.6061
 1515.21   11.46376
2143.347          5
3462.388   10.85333
2083.414   4.984243
93.45457       1005
1449.169         20
514.0001   7.476365
647.9516   2.492122
 4956.83   2245.402
305.2849         50
1143.745          3
1621.125         10
2789.266   251.0813
205.2475        200
 799.055   25.06839
 716.956   2.130813
540.8506   5.013678
747.6365          5
225.6155         20
9434.739   6.517782
1160.083   10.71612
1786.123          4
4809.795   0.897164
423.6607         20
2990.546   26.16728
991.5803   2.005471
 125.342   37.60259
945.0784   37.10122
9.220851          9
6885.608   12.44815
1781.867   0.373818
 2037.31          5
 2378.73   6.977941
3595.633   37.38182
 1592.47   1.504103
6462.902         50
304.7202   15.04103
2582.044   2.005471
 125.342   3.760259
1065.407   43.86969
1672.062   75.20518
 220.397   9.096245
271.5742         20
1277.212        100
1857.568        100
181.7458   41.36285
4884.559         20
2193.067        150
1629.445         70
7674.938   40.46038
748.9182         15
619.1893   7.520517
1997.951   25.06839
888.2567   37.60259
1237.754         10
75.20518    12.5342
3040.389         10
 155.424       1000
389.5001         18
601.8474   37.63104
669.5767   1.880129
660.4122       8000
300.8207   91.28078
1974.944          2
 2900.83   14.95273
2156.516   498.4243
1185.378    973.049
5981.092   29.90546
1437.046   877.3937
3589.901   9.968487
745.1028   4.984243
4965.553   2517.043
172.3452   501.3678
1363.191       1600
2337.627        100
927.6923   1.246061
4271.995   26.16728
1690.236   15.04103
501.9945   1.002736
814.7227        150
89.94483    2.24291
1992.937   15.04103
1931.394        100
1956.316   31.15152
3576.301   21.18303
5586.215   10.59152
2753.794   80.99396
304.9987   25.06839
758.3188    125.342
1699.386         30
250.6839         40
1974.136   9.400647
282.0194   438.6968
1358.206   149.5273
299.9851   18.80129
1806.788   7.989743
150.4104   0.250684
407.3614          6
 1580.98   3.008207
379.1595   25.06839
3972.839        100
4512.311   4.762994
415.7175    0.62671
415.7175    1.25342
1675.703   10.74764
501.3678   25.06839
1694.749   13.78761
3788.025   18.69091
758.3188    1.25342
1520.194   8.722426
5120.219   6.267098
218.3457         60
1671.226   75.20518
250.6839   7.520517
4675.255         10
2645.499          8
452.2338        800
1987.467   7.476365
 3065.31        100
200.1293   15.04103
54.20365   13.95588
1395.588   411.2001
1090.475   25.06839
1781.867         10
2305.213         50
2105.843   134.5746
3137.936        100
3267.172         16
 1209.55        100
 1872.83   0.124606
 1506.61   26.32181
1520.194         50
836.7299          5
41.78065   2.256155
2939.042         10
337.4206   175.4787
1033.483   14.95273
2251.342   19.17668
2194.665   639.2227
262.0813   76.70673
8054.206   7.670672
191.7668   3.835336
1462.542          4
1051.521   12.78445
115.0601         60
97.48146   30.68269
97.16185   10.22756
 106.878   3.835336
 352.851         10
 1721.64         10
607.2616         20
240.3477          5
306.0598   19.17668
3106.622          2
513.5089   2.556891
77.98517   25.56891
69.03605         20
76.70673         10
761.9534   145.7428
1206.852   6.392227
690.3605    677.576
427.8531   32.60036
194.3237   0.894912
217.3357   89.49118
2028.467          3
1546.919   63.92227
1516.236          5
5348.164   5.113781
2062.133        125
357.9647    28.1258
148.2997         18
1.917668   63.92227
187.2923   9.588341
204.5513   11.37816
357.9647   6.392227
1238.047   25.56891
1079.812   31.96114
425.9354   1.278445
1103.725          3
29.83039   25.56891
897.1491   6.392227
515.6396   1.022756
1840.961         30
357.9647   27.61442
799.0284   2.556891
364.3569   19.17668
131.0406   3.835336
38.35336   3.835336
2045.513   63.92227
2953.209         50
79.26362   0.639223
115.0601   2.045513
100.9972   63.92227
144.8905   38.35336
287.6502        400
426.1485         30
1116.509   664.7916
181.5392   276.1442
434.6714   108.6679
1732.293   15.34134
261.4421         50
51.13782   12.78445
2365.124   102.2756
 171.677          3
1.917668        100
54.79052   5.369471
296.5993   7.670672
230.1202   3.196114
121.4523   10.22756
2150.345         52
144.8905   51.13782
117.3613   19.17668
700.5881   17.89824
747.8906   1.917668
       0   10.22756
191.7668         10
255.6891         10
 1345.82   2.556891
980.1415   6.392227
3068.269   2.556891
 1751.47   1.278445
131.0406   3.196114
211.1627          5
2617.617   38.35336
1591.884   370.7492
2042.444   7.670672
1568.226   1.278445
287.6502          3
 223.728         15
370.7491        230
464.5018   3.323958
678.0875   3.835336
2414.131         30
78.62439   1.278445
92.04807   38.35336
1444.899   76.70673
920.4807   0.511378
1630.018   72.87139
2422.654          9
1114.378   2.556891
401.4318   23.01202
88.85196   115.0601
515.6396   0.920481
383.5336          3
1840.961   4.858092
89.49118         30
319.6114   33.23958
161.0841   25.56891
102.2756   38.35336
453.7203   21.73357
247.1235         15
240.3477          5
97.48146   12.78445
1355.152         20
1572.488   3.196114
53.26856   3.835336
108.6679   1.917668
209.6651         20
 417.796   16.61979
767.0673   2.505753
76.70673   7.670672
106.6437   204.5513
 842.176         30
 281.258          7
1100.102   10.22756
1576.749         15
597.6732   0.306827
90.76962         20
1278.445   2.556891
63.92227   19.17668
2407.313   7.670672
109.9463   62.64383
1231.995          5
2301.202   38.35336
2348.078   6.392227
1086.679   5.753005
370.7492         50
  674.38   31.32191
494.3322   20.45513
76.70673   25.56891
138.0721   1.022756
2461.008   5.113781
150.8566   5.753005
79.26362   0.639223
418.6909   1.534135
639.2227   3.196114
 1751.47   1.278445
78.62439   5.753005
115.0601   191.7668
109.6906   11.08412
5331.117   34.51803
907.6962         30
230.1202   2.556891
 562.516    28.1258
731.0151         20
72.10432   44.74559
607.2616   103.5541
248.0184   51.13782
38.35336   0.511378
138.0721   3.196114
110.7986   0.767067
357.9647   8.949118
308.6532   19.17668
1754.666   0.767067
60.08693   4.474559
178.9824         10
 81.8205        200
2496.377   255.6891
31.96114   5.113782
783.0479   38.35336
217.3357   19.17668
 479.417    0.46024
121.4523   8.949118
106.5371   10342.62
1548.837       3000
233.3163          2
607.2616   12.78445
217.3357    70.3145
77.47379   1.278445
7122.767   332.3958
2712.861   17.89824
102.2756          6
217.3357   102.2756
1674.764   6.392227
613.6538   2.556891
1764.255   153.4135
 889.798   38.35336
23012.02   1.278445
1994.375   12.78445
63.92227         10
2.556891   6.392227
255.6891   51.13782
434.6714    281.258
268.4735   1.917668
76.70673         15
 1784.71   7.670672
615.6993   6.647916
1547.771   67.11839
172.5901   1.534135
364.3569   1.917668
178.9824   3.835336
3082.971       9999
118.2562         30
2.556891   19.17668
544.6177    281.258
143.8251   0.639223
4142.163   15.34134
613.6538   3.835336
131.6799         50
157.2488        210
1527.742   48.58092
1738.686   6.392227
 398.875   1.917668
2090.258   15.34134
1380.721   1.783431
191.7668         10
 398.875   0.767067
102.2756   1278.445
107.3894         15
 2812.58   38.35336
267.9622   51.13782
12.78445   12.78445
1611.864   63.92227
63.92227   0.639223
63.92227   0.639223
882.1273   2.045513
191.7668          9
426.1485   44.74559
783.0479   8.949118
204.5513   6.392227
64.56149   1.278445
2.556891   6.392227
145.1036   1.534135
2761.442          2
1397.767   2.173357
115.0601        100
1539.248        200
3494.417   1.278445
1431.859   255.6891
109.5628   0.894912
592.3464          8
1779.596         50
255.6891   1.278445
1401.176   25.56891
515.6396   2.761442
1930.453   21.73357
6.392227   10.22756
2838.149    281.258
851.4446   76.70673
10023.01         20
763.8712          8
1644.933   3.196114
 1176.17   26.84735
60.08693          6
183.0308   6.392227
1112.248   5.113781
1508.566   14.12682
1842.422    11.8384
204.5513   102.2756
153.4134         50
639.2227   8.041422
1322.509   5.753005
102.2756    58.5528
1073.894   7.670672
195.6021         15
104.5768   6.392227
582.9711         15
 3157.76   12.78445
189.2099   1.917668
 2927.64         20
 47.9417   3.835336
755.8168   0.639223
799.4119   2.556891
  731.91   44.74559
 1183.84   13.42368
1145.274    198.159
1598.057   0.767067
613.6538   2.556891
267.9622   217.3357
3579.647         10
76.70673        500
 352.851   0.894912
1236.512         20
485.8093   772.7844
58.32907   38.35336
152.7742   63.92227
115.0601         10
2081.735        800
       0   5.113781
57.53004   6.392227
1133.342   5.433393
434.6714        200
 129.123         10
383.5336   12.78445
 258.246        250
89.49118   134.2368
 1636.41   12.78445
110.4577         10
2665.047   2301.202
1725.901         10
191.7668   25.56891
5348.164         13
747.8906   9.844029
997.1874   67.75761
216.0573   38.35336
   120.6   0.894912
160.2318   2.556891
1073.894   38.35336
380.3375   0.639223
191.7668   7.670672
208.3866   25.56891
1509.418         20
2416.262   2.556891
933.2651   51.13782
127.8445   6.392227
1750.618   536.9471
91.62192   5.369471
73.58163        100
233.7729   6.264382
1706.725   12.78445
6839.683   6.392227
1006.137   6.392227
383.5336   1.917668
1904.884        160
434.6714         30
560.0869   3.451802
471.7464   12.78445
204.5513   1.278445
 620.046          6
127.8445   0.920481
257.2871   44.74559
544.6177   20.45513
191.7668   44.74559
211.1627   3.579647
319.6114   1.802608
108.6679   6.392227
2233.018   25.56891
  246.74   7.670672
143.8251   1.278445
 156.226   2.556891
1022.756   10.22756
84.16432   5.753005
60.72616   38.35336
112.5032         46
4653.541         60
141.7796         10
 620.046   3.323958
 198.159   102.2756
191.7668   193.0453
234.9143   1.278445
89.49118         50
306.8269   5.753005
425.9354   10.86679
230.1202   10.22756
1630.018   1.278445
1891.844   38.35336
233.3163   15.34134
113.7816         12
83.09895   1.150601
89.49118         30
95.88341         20
265.2774   11.50601
       0   10.22756
1585.272   3835.336
1361.544         28
1073.894    70.3145
2429.046   255.6891
1527.742         10
265.2774   23.01202
153.4135   11.88954
285.5195   2.301202
869.3429         40
51.13782   1.278445
242.9046   16.61979
204.5513         10
2475.923   12.78445
345.1802   163.0018
319.6114   7.926362
 16.9394         14
1643.229   12.78445
664.7916   2.301202
256.4881         20
585.1445         50
249.2969   102.2756
 198.159        100
1989.687   6.392227
255.6891       1152
127.8445   44.36205

								
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