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         "____________________________________________________________________
        
                      Data Diskette for
                  CASE STUDIES IN BIOMETRY

By Nicholas Lange, Louise Ryan and Lynne Brillard, David Brillinger,
Loveday Conquest, Joel Greenhouse.

Published by John Wiley &amp; Sons, Inc., copyright 1994.  
____________________________________________________________________

You have obtained all of the data used by all of the authors in the
twenty-one chapters of Case Studies in Biometry.  

Each chapter contains either one or two data sets, except for Chapter 19,
which has seven data sets. Corresponding to each data set are ASCII files
with extensions \".dat\" (the data), \".txt\" (the data description file), and 
\".sas\" (a simple SAS program to read the .dat file). 

For chapters containing only one data set, the file name prefix is 
\"ch\" followed by chapter number, and then the above extensions.
For instance, for Chapter 2 you will find files \"ch2.dat\",
\"ch2.txt\", and \"ch2.sas\".

For chapters containing two data sets, the letters \"a\" and \"b\" are
added after the chapter number. For instance, for Chapter 1, you will
find the files \"ch1a.dat\", \"ch1a.txt\", \"ch1a.sas\", \"ch1b.dat\",
\"ch1b.txt\", \"ch1b.sas\".

For chapter 19, there are seven data sets, ch19a.dat
through ch19g.dat.  Each one has the same format, but
refers to different subsets of the whole data
set.  Details are given in the single text file, ch19.txt.

Please note permissions and usage information included in
the .txt file for each subset.
_______________________________________________________________

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
File: ch5.dat
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
File specific Information:
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

CASE STUDIES IN BIOMETRY: Chapter 5.

Estimating Pine Seedling Response to Ozone and Acid Rain

John O. Rawlings and Susan E. Spruill

The data set ch5.dat contains the following variables:

1.  site: coded 1-6 corresponding to the location code used in Table 1.
2.  block: block within site coded 1, 2, ... within sites for the RCB designs;
    block=1 for all observations for the CRD designs, sites 5 and 6.
3.  rep: replication within site coded as missing in sites 1-4;
    coded as 1, 2, ... for replicates in the CRD design.
4.  ozone: target ozone treatment, coded 0.0=charcoal filtered air, 
    1.0=nonfiltered air, \"x.x\"=target level of ozone as multiple of 
    ambient ozone level.
5.  rain:  acidic rain treatment, coded as pH of rain solution.
6.  fam:  genetic family, coded as 1, 2, ... within sites.
7.  ppmhrs:  cumulative ozone exposure (ppm-h) during the two years of
    the trials.
8.  vwpH:  cumulative exposure to acidic rain computed as vwpH 
    = -log(sum(volume*hydrogen ion concentration)).
9.  biomass:  total above ground biomass (g) after two growing seasons.
10. diam:  increment of diameter growth (mm) during the two growing seasons.
11. DMA:  whole-plot component of the covariate initial diameter (mm)
    expressed as the deviation of the whole-plot mean from the overall
    site mean.
12. DMB:  sub-plot component of the covariate initial diameter (mm)
    expressed as the deviation of the subplot mean from the whole-plot mean.
13. D2HA: whole-plot component of the covariate initial volume, 
    approximated as diameter squared times height, and expressed as
    the deviation of the whole-plot mean from the overall site mean.
14. D2HB:  sub-plot component of the covariate initial volume and
    expressed as the deviation of the subplot mean from the whole-plot mean.
15. DMOT:  depth to mottling (cm) of the clay soil; one measurement
    per whole-plot. 

Missing data are coded with &apos;.&apos;


NOTE:  The authors have on file letters of permission from
each of the principal investigators to use the SCFRC data
in a chapter in the book entitled CASE STUDIES IN BIOMETRY,
and for the data used in this case study to
be made available to the readers. 


Information about the dataset
CLASSTYPE: numeric
CLASSINDEX: none specific
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            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            0
            0
            0
            0
            0
            0
            1
            1
            1
            1
            1
            1
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            0
            0
            0
            0
            0
            0
            1
            1
            1
            1
            1
            1
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
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            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
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            0
            0
            0
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            0
            0
            0
            0
            0
            0
            0
            1.5
            1.5
            1.5
            1.5
            1.5
            1.5
            2.2
            2.2
            2.2
            2.2
            2.2
            2.2
            3
            3
            3
            3
            3
            3
            0
            0
            0
            0
            0
            0
            1
            1
            1
            1
            1
            1
            1.5
            1.5
            1.5
            1.5
            1.5
            1.5
            2.2
            2.2
            2.2
            2.2
            2.2
            2.2
            3
            3
            3
            3
            3
            3
            0
            0
            0
            0
            0
            0
            1
            1
            1
            1
            1
            1
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            3
            3
            3
            3
            3
            3
            3
            3
            3
            3
            3
            3
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            3
            3
            3
            3
            3
            3
            3
            3
            3
            3
            3
            3
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.3
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            3
            3
            3
            3
            3
            3
            3
            3
            3
            3
            3
            3
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            3
            3
            3
            3
            3
            3
            3
            3
            3
            3
            3
            3
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            2
            3
            3
            3
            3
            3
            3
            3
            3
            3
            3
            3
            3
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
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            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            0
            1
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            1
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            1.7
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            2.5
            3.3
            3.3
            4.3
            4.3
            5.3
            5.3
            3.3
            3.3
            4.3
            4.3
            5.3
            5.3
            3.3
            3.3
            4.3
            4.3
            5.3
            5.3
            3.3
            3.3
            4.3
            4.3
            5.3
            5.3
            3.3
            3.3
            4.3
            4.3
            5.3
            5.3
            3.3
            3.3
            4.3
            4.3
            5.3
            5.3
            3.3
            3.3
            4.3
            4.3
            5.3
            5.3
            3.3
            3.3
            4.3
            4.3
            5.3
            5.3
            3.3
            3.3
            3.3
            3.3
            4.3
            4.3
            4.3
            4.3
            5.3
            5.3
            5.3
            5.3
            3.3
            3.3
            3.3
            3.3
            4.3
            4.3
            4.3
            4.3
            5.3
            5.3
            5.3
            5.3
            3.3
            3.3
            3.3
            3.3
            4.3
            4.3
            4.3
            4.3
            5.3
            5.3
            5.3
            5.3
            3.3
            3.3
            3.3
            3.3
            4.3
            4.3
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            -0.961
            1499.72
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            1145.99
            532.71
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            952.24
            1061.68
            919.25
            717.25
            979.54
            1252.91
            1096.47
            845.25
            956.88
            645.38
            934.2
            1711
            779.21
            756.81
            980.42
            1434.25
            703.88
            1830.33
            1203.84
            1100.58
            1378.51
            809.3
            791.92
            1261.27
            1251.26
            1059.63
            1048.85
            1535.88
            821.1
            1053.47
            1015.13
            1138.54
            1140.6
            838.12
            617.49
            1341
            936.41
            1651.27
            946.71
            554.39
            878.97
            295.8
            355.44
            297.53
            370.68
            321.71
            355.07
            310.82
            413.09
            315.22
            407.78
            268.52
            175.39
            268.55
            161.12
            242.5
            155.45
            255.52
            191
            175.67
            201.54
            349.85
            207.15
            270.43
            175.42
            331.17
            392.87
            350.38
            354.17
            184.18
            229.93
            262.66
            237.01
            287.2
            222.16
            391.41
            178.7
            444.9
            373.88
            366.48
            480.01
            357.79
            281.3
            348.51
            226.78
            158.58
            136.18
            233.26
            178.95
            433.51
            306.76
            291.22
            465.59
            432.1
            497.9
            574.25
            554.97
            274.72
            256.11
            388.97
            207.8
            248.88
            191.22
            236.68
            205.86
            288.5
            295.45
            256.7
            222.4
            94.1
            270.7
            209.79
            149.11
            349
            305.88
            311.03
            313.26
            233.9
            330.14
            301.95
            245.69
            190.93
            187.08
            291.8
            178.84
            280.76
            387.37
            240.38
            250.87
            364.62
            445.77
            286.46
            397.92
            428.78
            283.02
            388.08
            334.95
            697.57
            644.62
            948.02
            575.55
            833.09
            1094.49
            270.6
            1203.95
            1050.52
            239.11
            255.95
            883.97
            317.6
            168.56
            660.42
            521.89
            253.26
            199.74
            963.61
            460.47
            474.23
            832.64
            540.23
            244.55
            655.77
            359.68
            670.52
            411.27
            575.51
            1021.69
            815.4
            1110.13
            1231.35
            1365.56
            1356.49
            663.23
            986.81
            562.73
            627.21
            787.17
            557.6
            338.2
            413.67
            226.26
            525.34
            212.12
            512.23
            704.96
            1461.09
            1058.72
            924.18
            404.34
            1090.98
            834.81
            553.71
            553.81
            786.92
            363.79
            475.63
            294.77
            nan
            nan
            nan
            781.57
            nan
            nan
            nan
            303.37
            nan
            nan
            nan
            50.52
            nan
            nan
            nan
            562.55
            nan
            nan
            nan
            1012.46
            nan
            nan
            nan
            392.36
            nan
            nan
            nan
            789.39
            nan
            nan
            nan
            68.31
            nan
            nan
            nan
            507.3
            nan
            nan
            nan
            66.03
            nan
            nan
            nan
            66.52
            nan
            nan
            nan
            394.82
            nan
            nan
            nan
            132.14
            nan
            nan
            nan
            174.69
            nan
            nan
            nan
            779.49
            nan
            nan
            nan
            117.95
            nan
            nan
            nan
            574.41
            nan
            nan
            nan
            202.5
            nan
            nan
            nan
            2364.66
            nan
            nan
            nan
            1075.96
            nan
            nan
            nan
            937.63
            nan
            nan
            nan
            1438.19
            nan
            nan
            nan
            2169.7
            nan
            nan
            nan
            754.8
            nan
            nan
            nan
            1029.82
            nan
            nan
            nan
            168.36
            nan
            nan
            nan
            2263.71
            nan
            nan
            nan
            1722.12
            nan
            nan
            nan
            188.98
            nan
            nan
            nan
            733.39
            nan
            nan
            nan
            3134.27
            nan
            nan
            nan
            294.77
            nan
            nan
            nan
            244.83
            nan
            nan
            nan
            799.91
            nan
            nan
            nan
            2370.48
            nan
            nan
            nan
            1906.7
            nan
            nan
            nan
            819.82
            nan
            nan
            nan
            1206.39
            nan
            nan
            nan
            705.84
            nan
            nan
            nan
            293.6
            nan
            nan
            nan
            1873.02
            nan
            nan
            nan
            727.29
            nan
            nan
            nan
            260.53
            nan
            nan
            nan
            346.78
            nan
            nan
            nan
            1083.57
            nan
            nan
            nan
            338.9
            nan
            nan
            nan
            1027.72
            nan
            nan
            nan
            420.45
            nan
            nan
            nan
            1478.73
            nan
            nan
            nan
            507.33
            nan
            nan
            nan
            444.81
            nan
            nan
            nan
            377.4
            nan
            nan
            nan
            157.41
            nan
            nan
            nan
            1203.17
            1668.94
            1145.27
            1570.01
            2430.78
            923.12
            1496.97
            742.32
            1135.68
            779.52
            1077.35
            1066.1
            921.16
            1308.68
            1256.92
            986.79
            773.08
            1009.31
            1086.82
            825.44
            810.85
            1460.2
            1303.87
            750.19
            980.63
            1079.19
            640.45
            836.57
            1070.18
            1664.34
            1281.5
            1340.11
            908.66
            963.39
            942.41
            1595.5
            776.78
            1013.63
            877.01
            1120.79
            575.18
            1127.22
            1362.55
            1173.69
            883.01
            650.49
            589.81
            747.93
            443.42
            1568.53
            1175.39
            1259.59
            1419.34
            1173.93
            1281.83
            1240.93
            1575.91
            1454.7
            808.13
            1937.57
            823.45
            1290.95
            933.34
            1016.17
            1038.66
            719.33
            808.54
            981.04
            656.18
            1352.91
            1859.36
            1551.05
            1438.12
            1843.49
            1399.58
            1912.54
            1403.33
            979.21
            836.53
            1197.28
            906.7
            915.81
            713.69
            794.81
            846.82
            749.7
            665.7
            938.2
            587.39
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            737.22
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            482.48
            845.67
            1127.96
            771.65
            790.97
            552.55
            777.04
            949.98
            1117.39
            587.72
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            673.57
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            1093.15
            728.33
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            320.36
            589.85
            323.4
            900.59
            880.86
            668.41
            1026.39
            652.16
            312.68
            578.02
            406.34
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            787.06
            884.9
            781.87
            527.41
            1096.52
            886.66
            240.92
            897.63
            510.23
            1094.37
            718.8
            883.71
            682.29
            690.83
            648.54
            507.4
            639.92
            493.25
            708.65
            687.38
            576.16
            1016.12
            361.65
            793.86
            775.39
            984.32
            810.2
            694.06
            714.44
            403.76
            510.93
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            631.21
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            340.31
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            731.89
            816.09
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            797.74
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            894.68
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            371
            603.06
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            868.05
            877.29
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            415.67
            51.25
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            51.8
            49.53
            44.56
            34.85
            44.19
            41.23
            45.53
            41.04
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            43.54
            50.89
            44.44
            39.61
            39.14
            38.67
            45.96
            51.57
            36.53
            36.72
            40.3
            51.44
            38.25
            53.42
            50
            46.81
            53.22
            43.25
            38.65
            47.13
            44.68
            43.49
            44.94
            48.18
            36.36
            42.7
            42.52
            46.22
            49.67
            42.12
            32.67
            55.61
            44.74
            54.63
            35.22
            34.37
            39.73
            24.84
            27.97
            25.71
            25.99
            23.1
            24.25
            25.33
            25.08
            20.98
            22.82
            24.95
            20.65
            19.8
            20.86
            21.34
            19.08
            22.76
            18.16
            19.2
            19.8
            22.39
            20.72
            23.41
            19.66
            27.4
            26.8
            23.55
            26.46
            19.66
            20.13
            20.21
            21.5
            22.52
            21.58
            24.88
            17.64
            25.35
            25.64
            26.55
            23.47
            24.59
            23.76
            25.29
            23.13
            16.89
            16.54
            20.45
            16.73
            22.7
            24.04
            23.26
            23.3
            27.08
            27.87
            27.18
            26.96
            20.9
            20.38
            25.69
            17.71
            21.74
            20.33
            20.26
            18.79
            22.79
            23.98
            22.76
            20.9
            16.31
            20.41
            17.8
            17.89
            24.81
            25.15
            23.98
            22.96
            23.95
            24.75
            24.58
            21.65
            20.74
            20.3
            22.27
            18.62
            28.05
            26.71
            24.36
            24.24
            23.26
            23.61
            20.85
            24.28
            23.4
            22.46
            27.32
            23.1
            38.3
            37.5
            42.6
            31.6
            34
            43.4
            22.8
            47.4
            42.3
            21.7
            21
            41.1
            21.2
            16.2
            36.8
            34.8
            25.3
            24.1
            43.2
            31.6
            30.8
            39.3
            31
            23
            34.3
            28
            37.3
            26.3
            28.6
            35.4
            37.2
            45.6
            43.3
            47.8
            45.2
            31.8
            41.4
            31
            34.3
            38.2
            34.1
            29.5
            22.7
            20.6
            28.7
            20.9
            30.3
            29.4
            44.5
            46.2
            34.6
            27.3
            41
            39.5
            37.7
            35.9
            37.3
            28.7
            34
            29.2
            28.95
            30.75
            27.2
            29
            32.8
            29.9
            30.7
            27
            26.87
            19.65
            24.6
            17.15
            32.85
            41.6
            39.55
            30.6
            40.8
            32.1
            39.25
            39.7
            35.95
            23.15
            21.5
            29.25
            23.05
            34.75
            37.05
            30.45
            22.9
            18.9
            19.05
            17.5
            26.25
            19.65
            24.3
            30.2
            20.1
            21.8
            19.6
            17.8
            20.5
            6.7
            24.65
            12.35
            14.2
            17.5
            14.6
            23.45
            28.95
            17.8
            18.7
            21.9
            28.65
            34.05
            37.05
            27.2
            27.4
            28.8
            35.25
            33.95
            26.5
            21.9
            16.6
            22.9
            30.4
            23.55
            23.25
            30.85
            29.5
            20.5
            23.6
            26.3
            51.75
            46.75
            44.35
            56.15
            41.05
            51.8
            42
            42.95
            40.07
            40.75
            38.4
            43
            47.8
            45.15
            53.8
            57.5
            53.45
            51.6
            54.45
            49.5
            39.25
            36.4
            44.65
            36.3
            37.95
            35.05
            26.2
            41.7
            32.3
            20.1
            31.95
            29.65
            49.95
            47.6
            29.7
            47.5
            30.8
            25.7
            42.55
            46.15
            30.95
            27.5
            25.7
            21.25
            35.8
            32.7
            30.7
            32
            53.35
            45.1
            45.75
            52.2
            25.7
            20.75
            32.05
            25.8
            37
            32.4
            28.25
            25.2
            49.65
            46.2
            49.25
            38.3
            49.3
            45.7
            45.2
            49.55
            47.8
            41.45
            54.85
            48.4
            37.95
            32.65
            32.25
            39.2
            40.45
            30.55
            37.35
            45.05
            41.45
            32.3
            32.25
            35.65
            30.5
            27.7
            29.95
            32.45
            48.85
            40.55
            48.75
            45.1
            40
            37
            36
            44.25
            32
            25.9
            28.65
            23.65
            27.4
            32.35
            24.45
            23.2
            37.55
            30.35
            37.7
            40.75
            35.1
            13.25
            23.65
            22.9
            30.85
            23.5
            27.45
            42.6
            36.05
            19.65
            29.95
            27.2
            30
            30.6
            38.1
            45.25
            50.35
            42.3
            49.75
            33.4
            34.65
            31.1
            37.5
            38.1
            28.55
            23.8
            22.2
            27.65
            42.85
            37.45
            31.75
            25.65
            50.5
            45.3
            40.55
            40.45
            46.41
            47.97
            52.64
            64.48
            41.17
            46.37
            33.24
            43.25
            31.05
            37.61
            46.2
            38.17
            51.27
            48.58
            49.67
            38.81
            40.58
            40.1
            41.04
            39.89
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            49.1
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