About this activity

We previously looked at breast cancer cell lines from the Physical Sciences in Oncology (PS-ON) Cell Line Characterization Study. In this activity, we will consider data on colon cancer cell lines.

Cancer cell lines are cancer cells that keep dividing and growing over time, under certain conditions in a laboratory. Cancer cell lines are used in research to study the biology of cancer and to test cancer treatments.

The PS-ON Study includes imaging- and microscopy-based measurements of physical properties of the cells, such as morphology (shape) and motility (movement). We will examine:


Preliminaries

Save this file with a different name and add your name as author.

Clean your Global Environment.


Loading the data

PSON.RData contains gene expression and cell speed data from the Physical Sciences in Oncology project.

# Replace FUNCTION to load in the data
# The objects will also appear in our "Environment" tab.

load("/home/data/PSON.RData",verbose=TRUE) 
## Loading objects:
##   pson_expr_df
##   cell_speeds_df

Objects were named to be be descriptive.


Prepare the gene expression data

Create a matrix containing just the mRNA values of the genes.

# Remove the first column because it contains gene names
# by replacing N
#negative one because we are removing the first column
pson_expr_mat <- as.matrix(pson_expr_df[, -1])                


# Make the gene names into row names
# by replacing FEATURE
rownames(pson_expr_mat) <- pson_expr_df$symbol

# Use indexing to take a look
pson_expr_mat[1:18682]
##     [1]    33.56     0.00   169.46     1.85     5.73     0.01     0.01    74.83
##     [9]    20.32     9.33     7.31     5.16    60.45     2.46     2.04     0.00
##    [17]     5.10    29.44     8.55     3.30    38.40    51.10    59.44     0.26
##    [25]     0.86     0.08     0.81    22.20    56.97    13.16     3.57   131.07
##    [33]     0.01     0.02    12.58     0.93    10.28     0.23    14.65     0.42
##    [41]     7.30    15.64     0.49     0.04   181.64     2.37    94.88     4.14
##    [49]   162.06     0.01   126.36    49.29    19.93     6.10    43.85     9.71
##    [57]     0.04     1.04   253.05     0.12     0.00     0.30     0.00     0.05
##    [65]    17.30    29.40    10.38     0.01     0.00   110.61    27.87     1.24
##    [73]    19.62     7.06   684.85     8.97    11.44   208.37    13.16     0.00
##    [81]     0.10     5.64    34.90     0.73     9.58    72.28     2.89    18.31
##    [89]     0.14    12.60     3.10     1.55     0.03     0.01    21.55    13.79
##    [97]     5.40     0.02     5.35    52.05     0.82     7.66    18.94     6.12
##   [105]    19.61     0.05     9.42    12.93     3.74    53.77    22.88     0.03
##   [113]     3.20    29.96    95.49     2.39     5.06     6.89     2.30     0.00
##   [121]     0.32     0.00     0.00     6.44     0.00    18.53    29.88     0.00
##   [129]    14.74     1.89    15.44     0.02   140.74     1.44     1.66    36.00
##   [137]    18.50     1.00     8.22    20.04    16.14     0.01     6.30     2.99
##   [145]     7.06    21.58   152.30    23.73     0.16    42.49     0.00    11.20
##   [153]    11.10    21.97    13.49     0.30    30.51     0.07     9.84    51.47
##   [161]     0.00    24.02     1.68     0.00     0.03     2.29     6.07   146.55
##   [169]     0.18    53.16     0.00     0.01    16.30     0.00     0.21    23.94
##   [177]     0.56     0.00     0.10     0.06    21.77     0.20     7.12    25.53
##   [185]    14.03     8.99     0.23     2.00    97.39     6.64     3.06     2.65
##   [193]     0.00    23.70     0.04     3.52     0.05     2.66   191.66     0.38
##   [201]     2.78     0.18     0.11    24.58    20.23     0.00     0.00     0.07
##   [209]     2.69     1.15    41.54    34.09    13.58     3.06     0.50     0.58
##   [217]    29.88    16.71    80.26     9.58     0.00     6.85     0.49     0.21
##   [225]     7.64     7.24     0.40    38.97     5.14     2.39    51.40  2850.49
##   [233]   110.27    33.62     2.72     0.00     0.01     0.36     0.09     5.39
##   [241]     2.16     5.28    33.15     2.88    17.83    12.11     0.88     3.14
##   [249]    29.87    44.09    74.79   119.40    31.86   227.41     0.07    17.38
##   [257]     0.16     0.60     8.30     0.11     7.92     0.07     0.28     0.08
##   [265]    26.83    16.55     7.43     4.06    31.30     0.00     2.05     5.95
##   [273]    59.93     1.93     0.00    18.46    64.73     2.80     0.10   499.75
##   [281]     0.00     7.85     6.52     4.79    14.10     8.72     0.00    27.73
##   [289]     1.50    36.47    10.24    35.69   133.15     3.78     1.07     7.55
##   [297]     7.57    54.01    11.23    11.61     3.86     0.06     9.95    43.12
##   [305]     4.91     3.74     0.57     0.00     2.97     0.04    18.36    45.29
##   [313]     6.40    13.77    11.55     0.46     6.10     0.00    43.40     0.00
##   [321]     0.00    14.16    20.86     5.95     0.00   119.99     7.94     0.00
##   [329]    46.84   124.59    45.51    57.96    24.70     4.37    12.75     4.28
##   [337]    12.32    37.24    20.36    29.81    44.54    17.61     1.79     0.53
##   [345]    21.47    10.33    49.44     5.14    50.40     0.00   122.92    16.11
##   [353]     4.69    24.13     5.88     7.91     4.14     0.23     0.53    29.78
##   [361]   144.49     0.06     3.15     1.45     0.00    16.94     0.82     6.92
##   [369]    13.89     0.00     0.00    43.76    20.22     0.98     0.00   167.40
##   [377]     2.47    16.28     6.09     0.02     0.36     4.75     8.62    40.37
##   [385]     0.01    21.40     0.08     0.04    10.00     0.44     0.16     2.21
##   [393]     1.32     4.00     0.07     0.00     3.67    17.03     0.18     7.64
##   [401]    59.28     0.99     8.52    11.44    11.43    58.47     0.00     0.04
##   [409]     3.83     0.08     1.03    15.59     0.02     0.00     5.22   138.90
##   [417]     0.10     0.00     2.24    41.89     5.64    17.81     2.14   138.08
##   [425]    34.13     6.01    17.45    32.77     2.51     0.96    36.48     4.28
##   [433]    60.86   268.21     2.78    16.10     4.31    19.50     3.34     0.56
##   [441]     2.76     9.36    19.15     7.31     5.13     0.25    25.80     1.07
##   [449]    28.61   105.54    27.74     9.94   430.48     0.81     3.43    29.75
##   [457]    29.46     0.00     0.04     0.56     3.42    13.59     0.14     0.00
##   [465]    17.58    21.87    11.28    18.01    14.25    15.54     0.87    31.78
##   [473]    30.63    16.44    17.00    32.82    19.29     0.27     0.00    11.15
##   [481]    20.69   178.88    26.15    23.07     0.00     0.58   135.94     1.57
##   [489]     0.03     6.05    96.07    21.67     1.86    28.88     9.45     3.08
##   [497]    28.75     7.68    57.08    22.82     0.04    13.48     5.39     3.70
##   [505]    14.27     3.90     1.84     3.53    39.22     0.00  4713.66     4.67
##   [513]     3.36    17.77   172.57     0.00     1.58    98.06    46.36     5.39
##   [521]     0.28    11.41    18.59     0.00    39.60    22.40     9.22    42.46
##   [529]     0.00     0.05     0.08    14.95     0.00     0.68     0.00     3.27
##   [537]   132.64     0.00    69.02     3.96     4.50    14.32    63.98     1.95
##   [545]     7.21    11.65     5.39    34.41     0.00    55.06     7.57     0.05
##   [553]     6.21     0.00    12.89    33.09     0.95     5.66    29.78     0.00
##   [561]     6.88     0.11    19.64     0.02     2.23    12.22     6.59    13.22
##   [569]     8.07     3.44    29.14     0.00     0.93     0.12   192.10     0.12
##   [577]    43.05     4.70     6.61    13.41     0.07     8.61    19.75     0.00
##   [585]     6.48    25.68     6.94    90.32   197.96     0.01     0.00     0.00
##   [593]     0.00     0.26    10.66     9.66     0.79     0.01    24.93     0.06
##   [601]     0.00     1.97    58.99     7.31     0.00     0.03   473.75    10.54
##   [609]    11.15    13.58     0.07     0.37     0.00     5.22     3.46    12.73
##   [617]    28.54    28.41     2.87     1.36    13.90     0.04     3.36    11.75
##   [625]     1.63     0.06    10.56     7.72     5.23     0.00     0.26    24.20
##   [633]     5.21     0.00     4.88     3.61    36.92    95.52     6.92     5.68
##   [641]     4.67     0.00     3.01     0.01    68.78     0.02     8.17     3.34
##   [649]     0.00    22.21     8.93     0.86     0.76     6.42     0.00     3.66
##   [657]    53.43     1.26     0.00     0.62     0.06     0.05    84.19     0.02
##   [665]    81.03     5.17   107.58    24.22     0.72     1.75   121.66     4.13
##   [673]     0.00    22.55     1.65     9.58     9.71    36.09    19.84    50.36
##   [681]     0.28     0.04     0.00     0.00    12.93     0.03    50.59    15.45
##   [689]    75.64    15.71    28.66     1.76     9.64   106.90    38.65    92.62
##   [697]     7.99    10.44     0.02    52.23    64.30     1.73    14.14    36.95
##   [705]     0.00     4.03     1.41     0.00    28.26   107.61     0.26    46.65
##   [713]     0.45     0.21    10.27     8.90    11.14     0.10    61.84    30.75
##   [721]    77.76     0.30     2.29     4.22     1.10     9.41     0.14     0.42
##   [729]     4.40     4.67    14.54     1.74     1.59     5.76     0.00     0.00
##   [737]     0.00     3.74     6.24     0.86   103.89    75.40     6.67    24.53
##   [745]    19.51     4.01     5.86    18.35     8.25    46.98     3.38     0.15
##   [753]     0.00    10.48   105.65     0.43     0.09    30.70    24.78     2.10
##   [761]     0.03     0.00     0.30    12.29     6.83    23.63    11.60     0.02
##   [769]    52.17     0.00     5.76    10.47     0.00     0.06   134.20     1.46
##   [777]    14.22     0.01    38.92     9.96     3.64     3.76     8.16     0.07
##   [785]   133.89     7.44     0.24     0.22     4.59    14.73     1.23    10.72
##   [793]    25.93    18.43    15.77     6.14    11.75     2.71     2.17     6.35
##   [801]    64.72     7.07    21.04     2.63     5.45    15.45    59.30     2.75
##   [809]     3.80   207.13     0.69    12.94    17.41    26.31     0.00     0.05
##   [817]     4.54     1.17    49.07     4.99     0.07     4.74    20.93    59.99
##   [825]     0.24    13.09     0.02     0.00     0.00     6.27    24.67   106.64
##   [833]     0.00    16.01    13.73     2.75     0.23     0.00    42.22     2.89
##   [841]     0.55   146.54     0.33   204.99    13.36    12.09   101.54     2.60
##   [849]    20.75     0.03   205.60     0.08     2.71     5.89  2911.30     6.10
##   [857]    81.11   152.36    41.25    30.03     5.12     0.00     3.90     8.95
##   [865]    15.21     4.68    13.52    28.05    15.34     0.01    69.67    67.94
##   [873]     2.98     3.96     2.92     0.00     0.06     0.34     0.25    12.47
##   [881]     2.45     9.81     1.01    21.48     3.28    52.71    15.04     7.31
##   [889]   156.69    10.03     3.34     5.83     0.02   133.55     4.62     0.00
##   [897]     6.68    24.96     0.33     0.03     0.03     0.22     4.91     8.39
##   [905]    11.62     0.00    22.95     1.24    21.45     7.03    16.23    20.14
##   [913]     2.74    53.48    90.74    50.89    33.27     4.03    27.17     3.06
##   [921]     0.04     0.06    13.06     1.80     5.22     0.00     0.75   471.90
##   [929]    70.85    12.87     3.98   158.82     8.12     0.20    68.84     5.85
##   [937]     5.16     0.00     7.36     6.30     0.99    74.70     3.00     0.37
##   [945]     0.18    39.59     8.91     8.47    10.04     4.33    51.97     4.81
##   [953]     5.67   675.94     1.43    21.56     0.09    43.20     0.15     5.74
##   [961]    44.39     3.99    18.39     0.52     0.22     7.80     1.23     0.00
##   [969]   115.65     0.23   117.44     0.00     0.01     3.90    11.66    14.57
##   [977]     0.01     5.23    17.78     0.90     8.78    13.20    26.47     0.07
##   [985]     1.39     6.76     0.00     2.21    16.22     0.36     8.33     0.77
##   [993]     0.00    30.45    23.41    38.78     9.48     6.28     7.65    60.46
##  [1001]     5.21    33.57     1.27     3.49     8.47   650.79    20.49    59.01
##  [1009]    14.76     7.87     0.04    35.89   253.22    17.50    10.16     0.00
##  [1017]    30.74    19.46     1.17    94.01    18.45     0.59     0.00     7.12
##  [1025]    57.43     5.59    21.98    10.48    14.43     0.32    19.83     7.43
##  [1033]    59.69     0.30     5.57    33.51    16.99     3.37    15.75     4.39
##  [1041]    33.35    12.88   116.87     5.23     0.11     3.07     5.30    79.50
##  [1049]     6.24    28.13     0.00     4.06    17.35     6.72     0.39    21.63
##  [1057]     6.23    20.78    25.68     2.13     0.24     0.04    33.93     0.00
##  [1065]     1.36     0.00     0.02     0.00    13.79    54.50    72.64    67.36
##  [1073]     1.98    36.42     0.01   215.27     1.11    29.40     0.96     1.12
##  [1081]     0.45     0.90     0.38     0.03     3.66    73.26     2.86     5.59
##  [1089]    16.20     4.40     5.99    45.69   104.76     3.47     0.02     0.91
##  [1097]    14.40    12.22    85.55    60.66     3.46     0.78     0.01     0.01
##  [1105]     1.92     3.43    11.55     8.75     0.26     0.14     6.32     8.92
##  [1113]    24.20     7.84     6.07    25.13    38.15     0.07    13.95     0.01
##  [1121]    13.13     3.66    36.61    10.85     0.02     0.33     0.00   679.51
##  [1129]     0.67    49.09    62.74     1.27    28.70     0.00    27.52   180.96
##  [1137]     6.13     0.35     0.00    11.71     2.78     0.00     3.36    15.11
##  [1145]     0.20  4709.08   121.53     9.78     0.00     4.55     0.65     7.84
##  [1153]     0.34    11.98   189.97     9.39    37.69    61.95    33.69     1.67
##  [1161]   105.90    21.15     0.00     4.45    92.81    42.42    27.21     0.08
##  [1169]     1.96     0.00    60.53     0.00    20.64    38.36     1.72     0.00
##  [1177]    93.86     3.04     0.55     5.68    29.85     0.55     0.27     1.50
##  [1185]     0.39    24.08   100.44     9.08     0.00     4.43    15.04     5.88
##  [1193]     5.02    18.28   225.92    11.33     8.61     6.79     0.00    10.48
##  [1201]     0.00    12.91    19.67   173.72     9.40     8.14    10.87    10.00
##  [1209]     0.12   119.05     0.03    10.50     0.06     2.55    29.51    25.83
##  [1217]    25.36     4.45    29.05     0.13    60.23     0.13     0.74     9.79
##  [1225]     0.02     0.80    21.73     7.48     3.28    17.91    61.85    85.88
##  [1233]     0.19     2.19     5.17     0.82     0.33     8.08     0.00     0.02
##  [1241]     0.00     0.00     4.61    47.16     1.32     0.08     0.01    56.36
##  [1249]    12.48     0.24     6.18   172.88     0.12   130.11     1.91     1.32
##  [1257]    19.72     4.33     0.72   114.88    17.98     0.30     0.09     1.94
##  [1265]     0.98    52.75     0.25    42.53     6.01     3.97     0.46    12.21
##  [1273]    53.34     0.00     4.81     0.00  1259.70     0.00   212.05     0.84
##  [1281]    12.95     3.82     0.05     0.00     0.78     0.06    14.60    50.47
##  [1289]    73.57     5.05    72.51     6.19     2.57     0.29     7.93    85.11
##  [1297]     1.38     1.68     0.09    32.94     5.33    21.06     0.00     0.00
##  [1305]     1.97     2.36     3.05    20.15   363.72     7.78     4.94     0.00
##  [1313]     0.51     3.43     4.21    70.96  4126.71     2.35     4.24     0.02
##  [1321]     2.66    13.96   138.94    26.90     0.63    13.58     0.00     0.00
##  [1329]     0.08    69.81    10.21    22.69    63.72    78.96    22.01     4.72
##  [1337]    11.95     4.23    30.47    74.16     2.08     4.87     0.43     4.44
##  [1345]     0.23     4.54     6.07    49.25     1.06    29.53     0.90     4.38
##  [1353]    21.81    19.47     9.31     6.10     1.41     4.09     3.78    24.01
##  [1361]    32.07    39.09     5.84     0.04     4.58     0.00     0.02     0.10
##  [1369]    37.23    43.79     7.53    51.47     0.70    19.02    24.50     7.40
##  [1377]     7.01     0.00     0.07     0.00    48.84     0.02    39.85    35.96
##  [1385]     0.00    11.66     6.91    26.77     0.00    15.40     0.03   122.29
##  [1393]     2.12     0.06     2.89     4.08    96.86    13.76     0.07    30.27
##  [1401]     1.06     2.44     0.00    54.19     0.01     2.77     0.00    76.51
##  [1409]     6.78     1.27     0.04     1.91     9.17    50.94    12.74     1.75
##  [1417]    33.44    10.79    12.36     0.00    92.91     0.03   122.59    33.13
##  [1425]     0.82     8.32     2.51     0.04     0.08     0.00     0.00    38.07
##  [1433]   135.13    32.81     1.34     1.79     0.00     8.54     0.03     1.21
##  [1441]   104.77     0.53     0.00     0.08    33.73    29.17     0.05     0.00
##  [1449]     0.02     9.13     3.49     0.52     0.10   150.02     0.02     0.72
##  [1457]    15.28     0.09    12.13    77.64     3.77     1.33     1.08    12.32
##  [1465]     0.02     4.38     4.10    94.20    43.43     1.86     0.00    50.25
##  [1473]     0.02     2.26    13.91    49.95    38.60     9.77     0.00     0.11
##  [1481]    10.27    16.69    44.24     0.02     1.24     0.13    57.21     4.85
##  [1489]     0.02     0.00     0.49     4.06    26.20     0.01    23.50     0.00
##  [1497]     3.11     2.23     0.08     0.02     6.04    64.13     0.03     0.53
##  [1505]     0.00     4.80    16.11     9.57    32.77     7.20  1348.57     7.62
##  [1513]    21.81     0.60     0.00     6.18     3.34     1.75     4.41     0.81
##  [1521]     0.00     0.03     6.93    12.03     0.00     0.00    78.07     7.79
##  [1529]    13.62     0.01     0.00     0.00     0.09    33.38     1.66     4.71
##  [1537]     3.18     0.00    14.14    17.77    45.48     7.31    15.21     0.00
##  [1545]     2.66     0.00     0.00     0.02    75.90     0.70     0.77     0.03
##  [1553]     5.19    24.05     0.00     0.01    28.08   172.38     0.00     0.27
##  [1561]     8.69    19.93     2.21     1.26     0.00     0.00     3.14    15.17
##  [1569]     0.00     0.00     6.43    91.30     6.63     0.03    34.83     0.00
##  [1577]    16.58    21.02     2.14    27.89     0.03    21.71     0.00     7.89
##  [1585]     1.10    54.58    12.62     4.79     3.51     0.79     0.00    30.52
##  [1593]    20.97    20.06    42.08    29.88    13.43     7.82     4.27     2.48
##  [1601]    19.76    12.53     0.02     9.65    14.14     4.05     0.00     1.97
##  [1609]     0.68     2.24     0.88     0.00  3348.48    19.18    23.25    28.11
##  [1617]    25.43    50.30    22.96    72.30    11.67     2.80     0.34     4.10
##  [1625]   596.01   109.56     5.06     0.03    76.93   425.11     8.23    17.56
##  [1633]    19.49     0.00     3.63    17.49     0.62     3.60    60.03     0.06
##  [1641]    53.71     2.02    18.02   105.47    25.89     1.00     2.76   401.25
##  [1649]     0.00     5.14     0.45     4.05    29.41     1.81    43.09     2.77
##  [1657]    13.14     0.72     6.21     3.26     0.41     0.05     1.72     5.93
##  [1665]    52.41    23.52    20.69    64.62     3.37    67.12    24.69     6.53
##  [1673]     4.94    12.21     8.11    15.31     8.83     6.80    58.16     4.25
##  [1681]     8.79   139.52     8.15    32.95    12.86     0.06    41.99    21.53
##  [1689]     0.01    34.18     0.00    33.65    15.66    92.60   104.23     8.74
##  [1697]     7.23     0.29     0.02    19.98   163.47     1.53    25.98     0.79
##  [1705]    10.55     0.03     5.17    33.51    18.00    26.39     0.08     0.00
##  [1713]     7.01    18.88    90.48     0.88     0.85     1.31  5854.32    54.44
##  [1721]   112.51     4.62    24.96     0.00     0.03    13.53    19.91   164.55
##  [1729]    20.79     0.02     0.01     0.83     2.79     0.30    37.69     6.94
##  [1737]    29.95    45.77     7.40     1.33   264.89     0.70     4.21   277.17
##  [1745]    12.32   260.30    21.64     2.03     2.95    94.91     0.41    14.63
##  [1753]     0.12    38.91    31.82     4.77     0.00    27.17     0.52     7.52
##  [1761]    11.14     0.05     4.74    69.32    98.93     7.40     0.20    11.65
##  [1769]     1.34     0.00    24.92    35.96    12.28     0.10    15.22    46.79
##  [1777]    15.56     0.12     1.42    49.18     0.87    54.68     0.42   107.11
##  [1785]     0.00     4.26    13.97    57.01     0.02   358.82   143.33     1.87
##  [1793]     1.71    11.25     0.39     0.00     9.73     1.35     0.00    44.04
##  [1801]   445.57    13.04    59.27  2379.39     0.00    24.38     0.00    22.18
##  [1809]    10.58   113.20     8.62     4.04   322.24     0.52     7.46     0.71
##  [1817]     0.10    11.28     5.85    23.81  4553.84    41.79     0.45     0.00
##  [1825]     3.17    53.88    29.38   144.46     0.00     9.82    93.07     0.00
##  [1833]   242.74    51.01   134.90     6.60    14.29     2.36     0.00     0.79
##  [1841]     0.35     0.06   151.56     3.93     5.12    18.31     0.09   265.92
##  [1849]     2.03    95.87     2.86    17.24    42.15     0.53    11.32     4.34
##  [1857]     8.40    15.41    65.45     3.35    41.37   145.91    35.90    15.43
##  [1865]     0.02     6.21   283.11   416.00   155.10    22.74     0.53    22.23
##  [1873]     0.00     0.98     0.00    20.29    17.28    17.56    43.80     0.02
##  [1881]   127.41     1.55     0.00     0.02     2.44     5.27    33.26     6.30
##  [1889]    15.03   120.24     0.01    13.23     7.26     8.12    18.63     7.19
##  [1897]    97.44    81.40     6.45     4.70     0.02     2.48     0.66    11.87
##  [1905]     3.59    11.82     6.98     0.06    10.79     6.56     0.33    21.56
##  [1913]     0.14     0.38    12.33     0.01     0.00    40.74     0.87    32.52
##  [1921]     0.00     1.69    25.06    28.44     2.57     7.00     0.00    73.40
##  [1929]    12.42     0.05    92.36     0.60    44.77     0.02     0.35     0.50
##  [1937]    75.33    17.35     0.11     0.00     0.00    21.71     0.01     0.07
##  [1945]     0.02    16.92     0.00     2.16     0.00   119.35    34.86    16.40
##  [1953]     0.01     0.00     0.02    24.49    18.66     0.00    22.43    55.66
##  [1961]     3.71    15.58   404.81     0.20    74.12    30.76    14.66     0.47
##  [1969]    48.42     0.00     0.00     0.51     9.26     7.78    15.87     0.62
##  [1977]    29.98     0.10    22.23     3.47   129.69  1849.86     2.62     0.04
##  [1985]    11.52     6.27    67.32     7.31     9.59     0.10     1.86    18.57
##  [1993]    28.69    35.89     0.07    55.90    18.48    23.43     1.92    20.27
##  [2001]     0.00     0.00     0.03    46.46    10.74    20.30    67.86    15.11
##  [2009]     0.00     6.79    32.43     3.67    32.56     5.86     0.00   123.58
##  [2017]     7.81    18.21    13.87     0.68    26.50     9.41     0.07    66.11
##  [2025]     1.74     4.28     0.00    25.26     2.24     4.51     3.82     0.06
##  [2033]     0.25     0.03     0.00     1.44     0.01    34.28     1.36     0.00
##  [2041]    19.36    17.96    50.89     0.03     2.37     2.40     0.00     0.00
##  [2049]     0.00    11.17    29.09     3.93    68.20     0.05    20.83     5.57
##  [2057]     0.00  1176.29     0.00     9.09     6.49     1.51    16.59     5.88
##  [2065]   208.90     6.89     1.16     0.00    13.64    51.05    43.03     9.46
##  [2073]     0.06     1.17    61.89    18.43     8.23     5.79    39.38    10.19
##  [2081]    18.56     0.00    27.51    34.99    15.55     1.29     1.67    16.31
##  [2089]    11.23     5.18     1.34   259.26     1.61     0.44    11.17     3.82
##  [2097]    43.32    34.83     1.63   214.32    97.57     2.23     0.00     0.00
##  [2105]     0.15   130.47    10.55   287.63    85.53    61.54    51.81    19.46
##  [2113]    27.52     8.44    97.87    41.95     0.50     0.20     1.33    32.36
##  [2121]    27.86     0.16     0.28    45.69     1.47    13.42   271.63     5.20
##  [2129]     4.49    15.53     0.01    23.97     9.99     7.04     1.26     0.02
##  [2137]    66.62     1.28     3.20     3.78    22.70     1.48     3.40     0.00
##  [2145]    14.29     5.98     0.76    56.23     0.05     4.64    16.61     0.00
##  [2153]     6.21    17.56     0.04     0.33   166.79   172.06    21.95     2.09
##  [2161]     1.67    10.88    10.66     5.43     0.24     0.39    11.27   115.78
##  [2169]    14.51     2.83    56.01     0.77     0.00     0.00    14.85    10.44
##  [2177]     9.96     0.03   406.82    15.76     0.38     0.05    18.10     6.03
##  [2185]    14.14    26.06    29.45     0.00     9.32   482.39   397.24     3.48
##  [2193]   192.33     0.01     6.03     6.69    11.05     0.09     0.36    25.95
##  [2201]     0.77     0.03     0.00    49.47     0.13    27.89     0.55     8.62
##  [2209]    15.12    27.00   162.73     0.71    67.77    80.99    30.31    61.22
##  [2217]     9.15    17.52     3.08     3.35    11.03    16.06     9.10    55.38
##  [2225]    18.65     0.18     0.00    16.55    28.45    20.78     2.38     0.22
##  [2233]    27.93     6.38    20.10     0.01     9.01    27.54    15.73    24.28
##  [2241]    23.14    70.02     0.00     3.73   162.87     0.05    26.16     2.73
##  [2249]     3.26     0.14     0.06  1833.36    30.04     8.90     4.52     9.00
##  [2257]    44.36     3.08    17.36     0.02     0.01     0.24     0.59    95.40
##  [2265]     0.01    51.18    94.94    13.85     0.40   256.60     0.87    19.28
##  [2273]    19.65     0.00    19.83     0.03     0.00    17.48     0.00     6.59
##  [2281]     9.26   160.68     0.04    40.52     3.36    16.74     0.44    53.15
##  [2289]    12.07    72.25    51.67    26.19    18.33    11.83    18.88     7.27
##  [2297]     4.46     3.56     0.04    12.20     0.73     8.91    13.06    71.91
##  [2305]    31.53     0.00     0.00     0.71    23.11   168.41     0.60    12.08
##  [2313]    24.88     4.99     3.15     2.85     6.32    25.00     1.45    91.70
##  [2321]    53.73     1.52    55.19    87.73    11.08    60.61     1.37    45.09
##  [2329]    20.13     0.00   209.08    89.60    77.48    16.26     5.43     2.89
##  [2337]     2.16   243.36     3.59     0.12     3.99     3.42    22.04    11.77
##  [2345]    55.60     0.55    23.08    49.55    15.67     2.55     0.27     0.33
##  [2353]     3.76   186.48    21.24     4.15   145.66     0.01   139.14     0.00
##  [2361]     0.01     4.93     8.47    59.89     0.00    28.15    18.76     1.41
##  [2369]     0.02    11.04    33.65   141.36     0.11     0.91    29.98     3.22
##  [2377]   141.10    29.94    33.29    38.92     5.58   168.44    89.41     0.00
##  [2385]     8.16    42.71     2.73    59.99     0.00    18.81    18.37    17.43
##  [2393]    26.91   284.67    16.03    22.69   289.19     3.96     1.34    30.20
##  [2401]    11.59    28.92    25.05    12.00     0.46    12.91    13.93    73.68
##  [2409]     0.04     0.00    30.65    51.11    27.88     4.52    16.01     1.12
##  [2417]     0.07    32.85    11.62     1.00    35.32    39.39     0.02    10.71
##  [2425]    25.31     0.04   309.48     0.23     0.02     8.86    12.80     0.53
##  [2433]    13.54   108.79     0.00    21.02    21.31    71.62   150.34    18.52
##  [2441]    52.99    39.99    79.69     0.03    75.31     0.02    30.45   362.70
##  [2449]    16.86    54.23    30.97     5.81    13.98    46.33    21.96     0.06
##  [2457]     0.03    46.31     0.00     0.62     0.00   129.21     9.91     6.12
##  [2465]   129.68     2.81    40.78     0.27     3.73    18.23    45.72     0.00
##  [2473]    60.36     0.12    80.77     2.61     0.00     0.01    16.84     0.00
##  [2481]   197.83     1.07     0.79     0.36    48.59    34.57     0.00     0.02
##  [2489]     0.15     0.03    15.65     0.06    16.18     4.47    25.02    21.22
##  [2497]     4.66     0.00    11.52     0.17   529.94    51.21   176.81   106.25
##  [2505]    10.56    42.65     8.48     0.12    11.90    36.89     9.58    11.82
##  [2513]   115.24     0.03     0.00     0.00   148.93     0.10     0.00    15.19
##  [2521]     3.95   166.26     0.00     0.00     3.38     0.00     8.08   103.47
##  [2529]     1.60     0.01    23.70     0.38    40.77    65.79     0.00     0.58
##  [2537]     0.00     2.88     7.63    36.64   133.84     4.03     4.29     4.75
##  [2545]     0.15   327.92     8.60     0.02     3.91    20.31     4.85     0.09
##  [2553]     0.08     0.54     2.16     0.00     1.46     3.19    21.80    26.81
##  [2561]    53.86     0.00     0.00     1.66    78.17    19.33     0.00     3.18
##  [2569]     0.03   102.12     7.31     7.03    42.51     0.00    14.24     0.00
##  [2577]     0.03    59.30    37.91     0.00    77.45     4.60     0.00    52.58
##  [2585]    17.81     0.00     0.92     0.00    14.48    20.87     5.31     0.02
##  [2593]     0.00    19.50    15.98     0.59     5.82   470.59     0.18     0.06
##  [2601]    56.61   247.22     2.17    16.25     0.91     1.40     4.28     0.14
##  [2609]   145.28     0.34     0.08     0.00    33.87     0.02    15.11    18.67
##  [2617]     1.92    40.05   139.15     0.00    14.78   184.24    17.72     0.00
##  [2625]   533.26     0.02    38.94   154.87     0.00    48.48    14.18     1.61
##  [2633]     0.00     3.10     7.10    43.08    39.97     0.93     0.02    84.95
##  [2641]     0.00     0.00   288.87     0.11     2.14     1.27    95.85    42.94
##  [2649]     0.02   208.89   442.88     0.00     0.12     0.68     0.00     6.03
##  [2657]     0.00     0.17    64.40    43.67    20.60     0.16     0.22     0.01
##  [2665]     0.00     0.00    17.92     0.26     4.56     0.02    17.54    15.23
##  [2673]    17.56   105.06     0.40    24.82    24.27    12.52     0.57     0.00
##  [2681]     4.15     6.17    15.89     8.04    15.86     0.00     9.90     1.39
##  [2689]     0.10     0.48     7.85     0.00     5.92     0.00    87.35    19.80
##  [2697]     0.00     9.69    14.14     2.66    28.43     7.23     3.41    19.11
##  [2705]     2.05     2.95     0.00    10.12    55.91   287.14   119.73    26.38
##  [2713]     1.89     1.36    14.33     9.11     1.35    73.48    24.99     0.05
##  [2721]     0.08    28.06     0.09    19.30    41.45   115.41    14.92     2.96
##  [2729]     4.63    43.30   252.96     9.93     0.00    29.05     2.93   271.51
##  [2737]    20.94     7.69    96.19     7.01    12.15    52.20     0.85    26.82
##  [2745]     9.86    18.14    15.53     6.01     9.00    18.46   180.03     8.05
##  [2753]    23.82    11.10     5.05    56.83     0.19    14.16    14.70    13.73
##  [2761]     0.00     0.08    61.29    28.84     0.10     8.56     2.24    83.00
##  [2769]     5.12    31.50     1.08     0.02     7.52     9.48    19.28    23.06
##  [2777]    25.44    60.97    51.10     8.33    41.86     0.41    49.60   152.53
##  [2785]     0.02     0.03     0.40     3.78     7.62    27.10    98.03     7.12
##  [2793]     8.78    14.90     0.74    11.51   327.35    15.50     0.00    14.50
##  [2801]     4.46    69.32    27.09     0.25    38.47     0.00     2.58    11.31
##  [2809]     9.94     0.01     2.48    12.97    72.40    27.11    36.64    24.73
##  [2817]    26.18     0.11     1.20     1.15     2.90     2.79     0.00    20.46
##  [2825]    15.79     0.00    49.31     1.86    11.04     0.39    33.97     5.12
##  [2833]    35.87    23.44     0.01     0.87     0.01     1.00   130.31    12.81
##  [2841]     6.11    30.69    15.21     3.86    15.15     8.80    34.41    24.70
##  [2849]     3.97     1.23     0.07     0.03    20.19     0.07     0.12    23.88
##  [2857]    15.34     0.43     3.32     1.12    13.83    79.42    13.72     3.19
##  [2865]    13.94    14.45     0.57    22.52     4.20     4.52     0.27     2.44
##  [2873]     2.37    10.45     7.64    43.56     0.02     0.31     4.92     8.42
##  [2881]    12.02     0.00    18.02     0.00     0.11    38.91     2.80    13.37
##  [2889]     0.02    42.98     3.61     3.48     0.16     9.12     0.63     3.38
##  [2897]     0.06     4.72    10.96    87.36   333.41    36.22     6.75     0.00
##  [2905]    12.86     4.72     0.14     0.00    16.48     0.00     3.74    24.02
##  [2913]     0.07     0.69     0.00     9.64    11.25    62.83    15.30   589.35
##  [2921]     0.00    20.58     5.69    60.41    13.55    24.04     2.76    42.83
##  [2929]    38.98    48.17    27.74     7.91    70.98    11.67     0.00     0.91
##  [2937]     2.25    20.58    75.74     0.00     9.47     0.00    47.11    13.28
##  [2945]     5.43     1.09     0.00     7.25     3.46     7.27     0.42     0.40
##  [2953]    80.82   272.32    27.93     0.36     0.25    12.09     0.00    39.54
##  [2961]    55.42    11.15    20.16     8.89     6.99    19.37    26.62     0.06
##  [2969]    10.01     7.10     5.80    19.60     4.23    43.00     0.14    74.34
##  [2977]     2.12     0.01    41.92     3.68     0.11     0.90   703.18    45.44
##  [2985]    27.01     0.00     0.00     4.13     0.00     0.06     3.74     0.21
##  [2993]     6.22     7.91    34.20    83.98     0.08    47.99     0.00    11.06
##  [3001]     0.00    12.23   201.60    37.68     1.80    11.73    44.48    18.51
##  [3009]    21.21    59.35    21.74     2.46     4.17     0.05     0.02     7.44
##  [3017]     0.01    26.31     4.76     4.77     0.00     0.00     0.00   174.79
##  [3025]     7.90    51.44   273.84     3.91  4201.13   133.25     0.11   309.06
##  [3033]     4.45     0.00     0.67   142.82    31.32    85.09     0.46     6.71
##  [3041]     5.91     0.27    24.39     0.98   112.14     0.55   110.94     0.07
##  [3049]     0.49     0.00   238.62    15.29     0.30     0.92    16.88    15.27
##  [3057]    80.03     8.44     2.06    18.35     1.56    31.09     0.00    30.43
##  [3065]     0.06   112.84     0.00     0.10     0.09     0.00  9220.32   215.88
##  [3073]     0.11     0.74   127.26     0.66     0.06     0.00    97.92    31.05
##  [3081]     0.01   142.82    36.06    73.85     2.12     4.32     2.79     5.05
##  [3089]     0.00     0.92   137.24    19.85    30.70     0.34     0.29    39.18
##  [3097]     0.02     5.33    17.22     0.00     1.66     0.56     0.00     0.00
##  [3105]     0.00     0.40     2.10    88.28     3.03     4.67     0.40     0.21
##  [3113]     0.00     0.00    34.77     5.41     4.84   161.29    15.27   211.98
##  [3121]     0.00    16.95     0.01     0.12    16.98     0.81     8.17    42.67
##  [3129]    43.18     0.22  3739.35     0.01     0.04     9.10     3.10     1.83
##  [3137]     0.05     2.24     5.07     2.29     0.14     0.06   198.67    97.78
##  [3145]     2.24     0.01    36.85   175.88     0.14     0.06     0.51     0.21
##  [3153]    37.97    83.40    87.02    60.99    14.92     0.23     0.00     1.70
##  [3161]     2.19    12.10    34.40    14.74     5.97     0.28     6.61     0.00
##  [3169]    40.44     3.14     8.96    12.87     0.05     0.90    44.42     4.11
##  [3177]    11.39    62.43    46.29     0.00    22.73    57.90    21.47     0.00
##  [3185]     0.56    51.44     0.78    12.49    28.99     0.90     4.74     0.07
##  [3193]    14.79     0.09    59.32     0.49     0.00    15.45     3.97     1.70
##  [3201]    14.14    10.23    15.27     0.00    13.74     0.00   189.79    35.34
##  [3209]    43.13    32.68     8.94    10.27     0.05     3.16    71.42     0.36
##  [3217]     2.76     2.78     3.55     1.03    14.25     6.84     0.00     0.01
##  [3225]     3.04   685.46     0.65     0.99     0.01    10.97    72.53    10.98
##  [3233]    17.47     1.31    48.72    13.33     5.64     5.47     8.62     3.56
##  [3241]   107.65     0.06    35.00     2.45     0.02    18.69  1100.85     0.25
##  [3249]   304.77     0.03   191.63   272.97     7.73     0.99     5.78   182.57
##  [3257]    66.16    67.91     0.06    34.18     2.57     0.01     0.00    82.87
##  [3265]     0.93     0.07    12.35     0.00     0.49     0.67     0.00    23.35
##  [3273]     3.80    35.36     7.27   175.47    19.12    82.75     5.46    15.88
##  [3281]    61.50   125.61    90.13     2.72     0.00     0.22     0.00     9.51
##  [3289]     7.69    22.40    21.30    14.43     1.96     0.12    71.59     0.62
##  [3297]    16.56     4.69     0.06    39.40    19.35     5.02     3.65    70.95
##  [3305]     0.41     4.66     0.25   210.60    58.47    62.89    51.40    14.56
##  [3313]    68.91   179.24     9.67     0.24   174.53     0.00     1.34    32.00
##  [3321]   172.84    41.83     0.00     9.17   232.09    18.80     0.58     0.01
##  [3329]     0.04     3.40     1.58     0.71    10.00     9.94     6.53     0.67
##  [3337]     2.98    11.85     0.84     2.51   506.18     0.74     0.00     0.00
##  [3345]     0.00     0.09     6.99     5.40     2.48     0.00     1.26     0.01
##  [3353]     1.94     0.94   105.82     8.48     5.23     0.60    40.88    11.19
##  [3361]     1.05     8.75     0.08     8.27     3.05     7.62    10.46     0.94
##  [3369]     0.88    26.47     0.03    44.44     5.53     0.00     0.10     1.26
##  [3377]   398.31     0.03     0.40    55.63     4.82    15.18     0.09     6.44
##  [3385]     0.00     0.41     2.72    13.02    22.37     5.06    75.17    61.62
##  [3393]    11.92    11.04     4.11     0.00     0.60     0.00    25.71    44.34
##  [3401]     2.95     6.98     3.75     0.00     9.97    67.51     0.01     0.04
##  [3409]     4.78     0.01     0.02    33.80    16.66    23.13     8.96    34.42
##  [3417]     5.85    14.46     1.38     0.12     5.30     0.23    22.21    12.11
##  [3425]    11.05     4.42    12.22     0.99    37.09     1.01    28.33    20.84
##  [3433]    18.34    11.32    10.05     0.05   133.58     4.73     0.00     8.20
##  [3441]     5.16     0.11    18.71    50.48     1.35     1.21     8.42     4.56
##  [3449]     4.41    68.88     4.93   150.10    18.27     0.02     1.80    16.06
##  [3457]    17.78     5.94     2.18     0.01   165.55     0.00     6.52    38.79
##  [3465]    29.61     9.53    81.25    15.02    19.80    20.82   139.39  2232.86
##  [3473]     4.75    31.18    67.22     2.07     8.87     0.00     2.68     0.00
##  [3481]     0.95     0.00     6.75    22.57     9.10    82.01    34.17    57.96
##  [3489]     8.81   276.55     9.52  3802.57     2.13     2.16    34.87     0.00
##  [3497]   105.17    24.40     0.56     0.20    12.35     0.69     0.00    63.18
##  [3505]     4.04     5.91     4.43     0.01    14.81     0.00     2.10   105.82
##  [3513]    55.93    36.53     7.07     2.01    64.60    29.46    13.57    19.18
##  [3521]    13.87     2.94    20.46     5.16     8.82    11.50  1206.34   155.88
##  [3529]    58.43     0.29     0.26     6.01    80.26   562.67     0.00    11.71
##  [3537]     7.88    21.36    52.88    28.63    29.53    43.40     5.57     6.88
##  [3545]    72.53    39.70   196.39    31.89    88.70   444.49    23.71    15.64
##  [3553]    91.22   264.60     0.00     0.00     0.00     0.00     0.00     5.55
##  [3561]     0.03     0.01     0.26    19.66   112.73     6.90    11.82    25.70
##  [3569]     0.06     0.00     5.33     0.05    10.91     0.38     0.09    31.95
##  [3577]   109.43    55.71   165.83     0.28     0.13     2.01     4.10    36.89
##  [3585]     0.07     1.45    10.40    36.35     0.02    98.68     0.02    12.65
##  [3593]    51.00     0.05     0.01   588.45     5.58    47.53    29.46     3.48
##  [3601]    28.51    11.98     0.00     0.00    55.71     0.82    30.16     5.83
##  [3609]     0.00    13.39    30.50    34.33     8.47     6.76     0.00    26.13
##  [3617]    12.29    13.55     0.38     4.24     0.00    30.47     0.00     0.00
##  [3625]    11.91    99.73     0.00     0.01     3.05     3.86     0.00     0.00
##  [3633]     0.00    10.36     1.32     0.83    19.01     0.00     5.03     3.82
##  [3641]     2.51    90.15     0.00     3.97    99.15     0.10     0.39    19.97
##  [3649]     0.06     0.07     4.71     0.00     5.62  1260.87    26.51     0.00
##  [3657]    82.19    50.05    61.94    11.52    11.43    15.68    38.41     0.00
##  [3665]     2.78     0.33     6.09     1.04     2.39     2.03     1.02     0.00
##  [3673]    12.42     3.37    16.14     0.00    23.88     0.01     0.19     4.38
##  [3681]     0.11     4.76     0.36    21.85     9.11     5.25     1.17    10.76
##  [3689]    42.19     0.07     0.00     3.32     0.08    65.96   116.52    35.04
##  [3697]     0.00    14.71    92.52   326.14    35.63     0.07    23.87     0.00
##  [3705]     1.93     0.85  1009.47     0.01     7.52    32.48     0.48    14.08
##  [3713]     8.18     1.11     3.57    52.09    24.85     9.93    20.89    37.14
##  [3721]    56.40    28.13    21.59     0.01     0.00     0.04     8.27    27.06
##  [3729]    65.07   137.20   336.12   120.09     0.03     0.42     2.41    16.12
##  [3737]    25.14   109.90     0.36    14.30     1.28     0.01     0.02     0.00
##  [3745]     8.30    42.05     1.03   434.41     0.55     4.91    27.48    16.29
##  [3753]    19.50     0.56     2.04    22.90     4.01     0.02    21.45    33.29
##  [3761]     0.00    78.41     0.01     0.00    12.14     0.00   383.41     7.98
##  [3769]     8.30   165.10     6.82    29.20    21.80   240.22    27.05     0.70
##  [3777]     0.12     0.15     1.15   161.12     6.24  4598.92    49.94    26.52
##  [3785]   220.19    21.61    49.74     0.89     9.72    30.55     0.01     0.01
##  [3793]     0.20    71.41    23.12     4.52     0.00    10.90     0.00    23.83
##  [3801]     0.15    88.51     5.80     0.00     4.15     0.05    15.00    15.32
##  [3809]    79.82     7.83     6.54     9.41     0.02    14.19  1040.75   447.32
##  [3817]     0.00     3.64    17.21     0.35     0.00     0.00     0.00   836.43
##  [3825]     0.00     3.58     0.10     2.00    70.19    50.78    11.69     0.07
##  [3833]     0.25    64.84     0.26    20.19    12.88     7.27     0.01     4.52
##  [3841]   429.91    52.04    91.91     0.00     0.47    24.67     0.02     3.87
##  [3849]     0.78     5.33     0.00     2.02    13.72     6.36    20.44     5.62
##  [3857]     0.00    13.75     0.02     7.19    35.51    16.50    62.37     6.80
##  [3865]     2.39     0.00     0.02     2.96     3.48    29.06    81.80    16.87
##  [3873]    17.92     0.00     0.02    17.36    10.09     2.67    44.23     4.62
##  [3881]     0.01   292.38     7.11    27.43     0.00     0.00    17.77     4.31
##  [3889]    21.99    21.64    18.12    18.81    48.62   466.84  3744.94    62.46
##  [3897]    60.61     3.27     8.70    82.89     9.59     2.14    10.56    20.91
##  [3905]    44.88   764.49    10.00    32.61    16.45    14.74   475.80    23.40
##  [3913]    36.61     4.05     1.63     0.15     0.01     3.39    76.13     0.00
##  [3921]   776.52    17.68   113.45     2.13     0.33     0.25    17.63     0.00
##  [3929]    17.23     2.12   552.47     0.00     2.29   156.20    33.25     0.00
##  [3937]     0.04     2.44    21.13     1.39     0.72    67.29     0.11     0.20
##  [3945]   101.14    61.80     1.81     4.75     0.48     1.53     0.04    12.43
##  [3953]     5.68     0.00     6.89     1.46     0.00    30.73    41.38    54.80
##  [3961]    12.02     1.88     0.01     0.36     0.02     0.52     6.60     8.48
##  [3969]     3.99     0.00     7.38     0.00     0.02    12.19     0.00    18.32
##  [3977]     4.77   132.99    77.96   198.59     0.00     0.00    79.09    19.64
##  [3985]     0.01     0.47     3.15    24.04     2.72     9.01     0.00     7.22
##  [3993]     1.13     0.20     0.23     1.74     0.08     3.48    27.95     2.23
##  [4001]     0.15     0.00     0.71     0.00     2.91    51.05     0.39     4.43
##  [4009]   124.58     0.00     9.32     0.00     0.00     0.01     4.53     2.16
##  [4017]     0.15     7.27     0.22     0.00     0.00    27.87    12.32  8743.05
##  [4025]    39.24     0.04    76.01     0.26     1.82     0.06   107.48     0.00
##  [4033]    29.37     4.11    10.28     2.57     5.27    81.01     1.07     2.45
##  [4041]     0.70     0.40     5.54     2.59     0.00    55.80     0.02     0.00
##  [4049]     0.15    16.14   214.05     0.00     1.02     0.00     0.00    26.68
##  [4057]     0.86     0.39    37.08    23.90     2.28     4.39     0.60     0.00
##  [4065]     1.14    18.08   113.72    18.62    15.50     4.98    51.33    13.66
##  [4073]     8.89   411.56    20.56    19.86    19.45     0.01    10.53     7.91
##  [4081]     8.39    29.55     6.75     7.97     0.01     1.53     0.40    18.46
##  [4089]     0.80     0.00    10.19     0.00     0.01    12.76     0.00    17.93
##  [4097]     6.20     4.54     2.43     0.00     0.00     4.97     0.00    24.93
##  [4105]    54.66     1.20    12.73     1.17    12.56    81.52   218.49    33.77
##  [4113]    73.75     3.52     0.12     1.05     0.00     0.00     4.39     5.21
##  [4121]     0.06    69.83    18.10    11.98    17.69     0.00     0.00     0.96
##  [4129]     0.00     0.03     0.77     2.23     0.01     0.00     0.00     0.05
##  [4137]    17.70    12.57     3.85    14.59     0.09     7.52     0.02     0.00
##  [4145]    74.29     6.37     4.86     0.28    25.02    16.05    29.63     0.00
##  [4153]    39.25    18.23    36.62   472.03     0.03     8.00     0.00   115.31
##  [4161]     0.00     1.98     5.91    65.68    86.81     0.00     0.13    10.15
##  [4169]     0.00     5.92     0.03     0.01    63.03     0.06   593.72    28.13
##  [4177]   137.52     0.13     0.33    22.22    22.93     0.00     2.06    12.45
##  [4185]     0.00     4.18    29.60     3.93   134.32    14.70   125.77    16.20
##  [4193]    25.86     4.67    93.33     9.14    25.09     0.16     0.00   217.29
##  [4201]    20.28    11.17     2.27     0.00    27.51    14.17     0.12     3.36
##  [4209]     0.00    18.04    78.44    22.55    10.63    80.89    37.21     0.00
##  [4217]     0.06     0.82    19.20     0.12     3.43     1.38     0.05    10.05
##  [4225]    47.18    46.24    14.75    27.77    30.93    17.63    12.72     5.40
##  [4233]     0.04   138.09    10.39     0.01   105.38    16.02     3.33     0.66
##  [4241]     1.19     0.00    46.85     0.04     0.00     3.65     2.31     0.81
##  [4249]    14.28    10.30    11.99     5.85    10.04     0.00   108.39    50.01
##  [4257]     0.00     3.03    54.53    34.83  1888.41    40.66    40.05    57.08
##  [4265]     4.90     6.01    32.88     0.07     0.01     6.76    13.81     0.00
##  [4273]    29.44   103.86     8.61     4.15     0.88    23.99     0.00     4.79
##  [4281]    31.25     2.26    15.91     0.00     0.35    20.70    12.68     0.07
##  [4289]     0.28     1.18   143.57     0.08    19.47     1.91    67.69     1.92
##  [4297]     9.09    22.68    13.85     0.00    72.64     6.85     0.00    89.44
##  [4305]    58.28     1.23     0.68     3.23     0.99     0.99     1.86   302.86
##  [4313]     0.89     2.79     4.17     8.62     4.52   162.75   183.76    10.68
##  [4321]     0.42     0.59  1957.16     0.01    87.70    24.76     7.65     8.99
##  [4329]    26.37     9.91     0.03     1.30     1.30     0.49    26.46   709.18
##  [4337]    16.02    21.82     0.06   115.56     5.82     3.95     2.80   232.00
##  [4345]    38.71     6.11     0.00     6.24     0.01     6.12     3.60     0.09
##  [4353]     5.99     1.71     1.36    58.05    26.68    37.39    52.07     3.04
##  [4361]     0.75     0.00    67.84    35.94     4.16   111.39     0.05     9.40
##  [4369]     0.43     0.03     0.10     3.71  1488.24    14.05    17.75    24.75
##  [4377]     5.66    68.88    12.08     0.19     0.81     0.09    27.68   108.23
##  [4385]   121.45    28.27     2.77    10.28     1.09    63.57     0.00     3.20
##  [4393]     0.07     0.92    40.19    14.44    42.78     0.00     0.00    18.34
##  [4401]     0.83    28.82    20.53     3.67     0.48     5.20    25.92     2.00
##  [4409]     4.07     0.02    11.97     0.03     0.01   238.53    15.31     0.00
##  [4417]    16.25     0.72    34.45    12.29     0.11   109.35     0.75     0.02
##  [4425]    30.90    27.28   421.32     8.60     1.15    19.51     5.48     1.31
##  [4433]     0.00     0.01     0.06     0.79     0.10     0.94     0.07     0.00
##  [4441]     0.15    33.09     0.43    44.30    24.21    10.54    23.62     0.00
##  [4449]   137.12   111.52     6.83    44.03     0.09     0.21    17.38     6.66
##  [4457]    41.47   474.97     5.58    19.03    56.56    85.73     1.40    54.63
##  [4465]     6.15     6.29    11.43    14.20     9.47     4.24     0.26     0.03
##  [4473]    60.04    80.29    42.64     0.00     4.02     3.46     0.02    23.38
##  [4481]     9.06   107.56    44.72    22.29     0.00     5.42     7.59    17.00
##  [4489]     1.80     3.55     3.58    17.29    13.56     0.27     0.38     5.17
##  [4497]   116.08     0.04     0.00     0.45     0.58    18.28    32.43     6.47
##  [4505]    37.50     6.20     0.09    50.42     3.23     4.58     1.58    40.21
##  [4513]     4.54     3.46     0.00     5.73     4.19   156.03    60.62     0.02
##  [4521]     0.00     0.88     0.00     9.95    10.05     1.39    59.12    26.01
##  [4529]    12.75     0.00   137.35    28.18   971.84     0.26    46.21    15.81
##  [4537]     3.09    18.62   323.17     0.37     0.11    26.34    14.57    19.06
##  [4545]     1.48     3.58    41.47   331.96    43.24    70.70    88.59     5.85
##  [4553]     8.79    70.98     1.66     1.13     0.14   105.72     0.02    12.21
##  [4561]    20.17    83.50     4.02     5.93   347.88     8.87    11.71     0.22
##  [4569]     1.16   113.65     1.34     0.78    33.14    34.21    41.37     0.04
##  [4577]    16.43    16.47     0.80     0.00     4.18     0.01    41.25     0.00
##  [4585]     0.00     9.92     4.92     4.52     0.00     6.95     0.00    56.64
##  [4593]    68.80    38.16     2.50    13.20     0.08     0.07     0.06     9.57
##  [4601]    17.70     9.50     5.70    10.04     0.41     0.00    11.40     0.00
##  [4609]     2.22    33.70    21.55    36.31     6.41     0.00    15.92   192.46
##  [4617]     1.95    14.42    20.88    13.16    17.31    15.26     1.51    29.63
##  [4625]     0.00     0.31     5.04     0.35     3.42     0.32     0.47     3.35
##  [4633]     0.00     4.33     0.31     0.21     4.94     6.61    25.25     0.41
##  [4641]     0.00     0.00     0.05     0.37    99.95    11.75    66.35     1.60
##  [4649]    30.95     1.33     6.61     0.01    15.67     0.00     5.27     9.12
##  [4657]     0.01     7.43     6.96     0.20     0.15    14.32     0.53     3.60
##  [4665]     0.05   166.55    12.25    30.11    94.75     4.63     0.23    48.49
##  [4673]    18.77    76.61    11.64   296.99   248.92    53.15     0.24     0.38
##  [4681]     6.54   152.40    37.07    62.73     0.11   135.75  1001.23     1.79
##  [4689]    43.57    18.09     0.03     4.24     6.16    11.47    15.30     0.00
##  [4697]    23.86    53.74    18.03     2.61    27.04     6.43    39.08     2.06
##  [4705]     3.11     0.02   284.03    19.46     0.00     1.98    10.04     0.00
##  [4713]     0.02     0.00     1.96    46.23    12.53     5.97     8.73   188.75
##  [4721]    15.97     0.34    10.43    13.49    52.12    71.28    19.68     1.23
##  [4729]     5.38     6.98    67.28    34.11     9.93     9.54     0.00    32.09
##  [4737]    50.43    22.34    20.62    17.34    37.44     0.28     0.02   192.67
##  [4745]     0.28     6.08     0.00     9.59     3.64     0.00    20.93     0.00
##  [4753]     0.49     0.00     0.04     4.26  4709.38     0.87     0.63    12.27
##  [4761]     5.24     5.59     0.00     3.95     0.00    18.20     8.49     3.95
##  [4769]     0.01     0.00     0.72     1.36     0.04     1.15     0.02     0.00
##  [4777]   233.09     0.87     0.00     0.14    78.71     3.56     0.00     0.00
##  [4785]     7.95     0.00     5.00     0.12     0.00     0.99     4.04     2.80
##  [4793]     4.01    29.23     3.43     0.04     2.12     4.27     0.02     3.95
##  [4801]     0.00     1.38    14.99    20.91     0.18    19.98     4.04   179.75
##  [4809]     6.45   473.18     4.20     2.01     0.00   240.90     7.44     0.03
##  [4817]     0.00     1.14     0.10     0.58     4.01    48.33     0.29    28.63
##  [4825]     4.29    27.66     2.35    14.08     0.07   164.34     0.00    22.78
##  [4833]     6.68     4.68     0.17     0.00     4.83     0.71    14.10   187.13
##  [4841]    19.31     0.96    47.85     0.02     5.89     0.30    12.97     0.00
##  [4849]    92.51    48.43     0.68    10.25     1.07    23.29     0.00     8.68
##  [4857]    20.12   112.75     6.62    37.58    41.99    50.00   359.35    78.11
##  [4865]    19.75    18.14     3.44     3.10    12.55    19.56    19.24     1.73
##  [4873]    66.76   129.87     7.72    18.32     0.09    10.44    50.19     0.23
##  [4881]     3.83     4.16     4.20    31.96     0.00    20.70     7.91     0.15
##  [4889]    26.82     5.75    10.23     9.70     0.01     0.01    57.38     1.31
##  [4897]    46.09     3.85    15.30    24.75    35.56    87.72     6.52     5.40
##  [4905]    30.24     0.21     6.22     5.47     7.47     1.76    13.98    39.37
##  [4913]     0.04     0.32     2.58   434.93    25.88     8.49     0.38     0.00
##  [4921]    38.72     3.20    13.88    33.12     3.72     0.15    15.49     0.19
##  [4929]     4.15    30.24     1.52     3.72    25.56    23.71    26.59    14.33
##  [4937]     6.43    17.16     0.00     2.12    11.66   187.34     4.34     7.65
##  [4945]     2.96     8.98     0.00     0.14     3.84     0.07     1.06     7.08
##  [4953]    43.21     0.04     3.81     0.01     6.40    29.17     3.95     8.56
##  [4961]     0.00    31.93    21.79    19.35     6.45     8.66     0.43     0.06
##  [4969]    24.81     0.00     3.10     3.79    12.57    11.73     6.37     1.99
##  [4977]     0.56     5.14     0.00     2.62     3.49     7.17     0.02    23.20
##  [4985]    15.73     0.00     0.01     0.00     0.02     0.03     0.77     0.00
##  [4993]     0.00     0.00    11.29   135.44    14.96     0.01    92.93     0.05
##  [5001]     0.22     0.00     0.00    86.34    10.84     1.03     0.19     0.00
##  [5009]     0.74     0.05     0.02     0.00    25.78     4.66     0.00     0.56
##  [5017]     4.43     0.00    26.89   253.74     0.03    11.77     0.07     2.00
##  [5025]     0.05     0.00     0.00    86.82     4.30    20.01   191.50     7.05
##  [5033]     1.90     0.00     0.00     0.00    20.17     0.51     8.92    59.27
##  [5041]     0.12     0.00     4.91     0.00    12.87     5.76    37.93     5.73
##  [5049]     7.66     0.04    64.87     0.37    36.15    31.70   101.18    21.75
##  [5057]     6.88    26.99    59.57     0.00     8.24     5.87   144.46    11.43
##  [5065]     3.23    12.33     7.81    36.14    67.38     0.13     5.50     1.03
##  [5073]    19.17    23.41     2.06    14.75    83.01    20.50    21.09     2.89
##  [5081]     0.02     0.00    14.69    14.24    21.11     2.67     0.00    16.55
##  [5089]    99.62     0.07     0.00   161.10    48.50     0.11    58.21    15.81
##  [5097]     0.07    30.29     8.86    14.34    14.44    12.83     9.38    66.84
##  [5105]     0.02     0.15     1.17    10.71     0.02     5.02    17.52     0.08
##  [5113]     0.47     3.73     7.96    11.41     0.08     7.20     0.00    15.57
##  [5121]     0.00     0.14    15.83     0.00     0.01     0.00     0.00     0.00
##  [5129]     7.57     0.00     0.00     0.00     3.00     0.18     0.00     0.13
##  [5137]    11.62    10.61    14.31     1.07     0.00     0.12    14.24    79.12
##  [5145]     0.00     3.64     0.00    13.68     1.06     5.97    55.69    13.78
##  [5153]    17.85    11.97     5.79     0.00     0.26    10.59     3.03     0.03
##  [5161]    63.35     3.23    88.90     9.82     1.35     0.00     6.81    64.26
##  [5169]     0.00     3.38    13.52     0.00     2.31    20.07     2.64    17.77
##  [5177]     0.03    25.11     0.87     0.00     0.12     4.97     0.00     5.75
##  [5185]     5.99     8.57     0.18     9.20     1.30     3.63     0.00     0.00
##  [5193]  2528.98    22.43   143.21     1.25     3.79    47.84    16.11     0.01
##  [5201]     0.10     8.06     0.23     0.00    65.67     0.00     0.41     0.00
##  [5209]     0.01     0.10    33.68    31.24     0.06     0.14     0.00    43.87
##  [5217]    11.15     0.00     1.64   149.81     0.25     0.01    24.68    14.40
##  [5225]     5.89    14.27  2741.11     7.08     0.00     6.51     0.19    25.05
##  [5233]     9.19     1.74     6.93     5.12     3.78     2.85    11.61    12.23
##  [5241]     0.12    41.49   100.53    31.52     3.17   176.69   461.70     0.83
##  [5249]     0.00     0.00     2.57    11.34     0.01    20.07    58.61    55.77
##  [5257]    68.81    15.62     0.00    53.05     0.00    59.60     1.65    13.51
##  [5265]   286.17     2.27     0.00     0.00     0.01    14.30     0.01     0.00
##  [5273]     4.85     0.05     2.88    10.43    45.38     9.77     0.01     0.00
##  [5281]     0.00     0.00     9.49     0.04     3.89     1.18    45.87     0.19
##  [5289]    31.06    14.46    10.84    59.50    66.84    15.44     1.47     4.14
##  [5297]     8.04     0.06    52.20     1.82    11.14    19.92     4.66     3.78
##  [5305]     0.79     0.80    14.53     0.00     5.44    61.23   322.41    43.59
##  [5313]    63.69   146.05    25.56    10.13    38.66     0.00     0.00     8.66
##  [5321]    40.26     0.31    10.92    23.26    25.58    20.54     0.00    38.43
##  [5329]    34.65     0.02     0.56     0.00     2.49   892.76    10.09   135.60
##  [5337]     2.19     0.01     3.02    56.85     0.64     3.70    67.76     0.90
##  [5345]     0.37     1.35    54.70  1553.04    10.30    12.41     2.16     0.03
##  [5353]    31.96     3.62     7.35     0.11     0.00    35.27   100.29     6.30
##  [5361]     0.13     0.00   313.89     0.00     0.23     0.00     5.87     0.03
##  [5369]     0.00     0.00    22.45    15.01     2.89    12.38     0.00     0.20
##  [5377]     2.40     2.74     6.39     0.88     3.18     0.15    22.79    31.00
##  [5385]    21.47    10.88     7.43     4.42     0.01     0.00     0.07     0.13
##  [5393]     2.94     7.74    88.13     0.03    43.43    80.84    80.97     0.70
##  [5401]     0.07    12.43     0.00    13.90    25.44     0.00     0.00     0.01
##  [5409]    23.49     1.92     0.64     6.78    56.63    13.33     7.47     1.39
##  [5417]     0.00     0.00     1.14    55.57     3.91    56.80     0.00     0.15
##  [5425]    13.65    32.42     1.67   156.00    10.07    12.56     0.02    37.31
##  [5433]     0.00     0.00     7.48     5.86     0.00     0.00   112.28     0.00
##  [5441]     8.87     0.02    29.34     0.06     4.03     6.24    28.26    36.43
##  [5449]    53.32     0.00    60.28     0.00     0.00     0.07    25.52     0.18
##  [5457]     0.03     0.03     0.40     3.02     0.00    21.88    16.37    42.57
##  [5465]     0.00     0.56    33.28     0.87     0.00    29.28    46.03    10.33
##  [5473]     1.47    32.96    33.78     0.00     0.28    33.25     5.76     0.00
##  [5481]     5.86     0.00     4.19     0.69     0.00     0.00     0.01    19.99
##  [5489]     0.00     0.11     0.01     1.69     0.01     2.41     7.64     0.11
##  [5497]    14.81    23.82    74.41     0.01   295.03     0.00     0.00    42.58
##  [5505]    20.38     6.22     0.45     0.00    12.60    12.96     2.08    38.58
##  [5513]     0.74     5.18     0.00     1.86  3997.97     0.01     0.59    21.04
##  [5521]     0.05    11.79     0.06     0.12    20.95     0.07     0.04    20.86
##  [5529]     0.44     0.00     1.07   127.26     0.62     0.00    11.49    19.82
##  [5537]    87.63     0.17     0.00     2.59    70.47    18.59     1.21     6.61
##  [5545]    55.92     7.00    12.32    59.30    93.18     0.00     0.35     0.00
##  [5553]     0.00    20.81    11.68     0.23     1.10     0.00     7.63     0.13
##  [5561]     0.12    48.06    72.33     0.09     0.00    14.54    79.91     2.29
##  [5569]     9.52    98.44   966.63    18.51   125.47    23.66     1.77     0.16
##  [5577]     3.25     3.53     6.71     0.00     5.69    36.15     0.01    76.09
##  [5585]     4.75     0.00    17.80    14.70    38.49    10.15     0.04   302.39
##  [5593]     0.00    20.86    62.59     0.01     2.18     1.64    16.37     0.07
##  [5601]     0.00     1.27     6.93   151.67    12.40     5.62    57.58    27.28
##  [5609]    57.67    72.37    31.65    10.02    13.64     5.24    13.66     0.00
##  [5617]     0.00     9.72    13.85     0.05     0.20    50.30     0.00     0.02
##  [5625]     0.00   592.16     0.05     0.12     0.00    54.39    11.79     7.65
##  [5633]    16.48     2.82    13.10     7.52     0.40    43.17    71.52    68.81
##  [5641]     0.47     0.00    18.74    10.27  2923.74     6.64     0.06     0.78
##  [5649]    16.51    13.53    32.08     0.01     3.36     5.19   889.82     2.31
##  [5657]    12.91    45.99    26.04     9.78     6.03    36.89     0.00     0.04
##  [5665]     0.00    10.21     0.00     9.12     0.00     1.74     0.00     0.00
##  [5673]    52.23   286.29     0.00    41.19     0.00   220.46    15.53     0.00
##  [5681]     6.89   651.29    16.99    12.93    37.53     0.01     2.04     0.12
##  [5689]     0.97     0.00     0.00    64.58     7.53   217.41     0.00   201.85
##  [5697]    17.26     0.66    12.59   138.61     0.00     0.02    17.61     0.00
##  [5705]     2.11     3.81     0.00   128.58     0.00     0.09    61.36     5.20
##  [5713]    71.65     2.13    40.28     6.55    22.46     0.04     0.47     7.23
##  [5721]    11.92   132.80   234.92     0.00   132.14   172.31   515.72     0.14
##  [5729]     0.00    17.02     5.12     0.07    24.24     0.42    21.57    92.17
##  [5737]     6.55   141.20     3.30     8.02    10.37    47.68    21.11    17.78
##  [5745]     2.82     1.26    40.35     0.30     0.00     2.21     7.62   343.86
##  [5753]    32.62   102.85     0.07   101.70     0.00     0.86     0.03   362.39
##  [5761]     0.01     4.90     0.16     4.23    13.57   283.96    32.28    88.34
##  [5769]   132.10    16.39     0.61    19.00     3.36     0.00     0.12    51.97
##  [5777]   175.25     0.00     0.00     0.05     0.89     0.23    47.48     0.06
##  [5785]   120.44     0.63    22.21   130.77     1.55    15.51     0.00    14.31
##  [5793]     0.00   258.83     0.60    57.45    92.55    19.30     2.25    25.11
##  [5801]     2.71     0.05     4.64    10.24     5.18     5.43    12.48     3.76
##  [5809]    14.06     0.00     0.02     4.47     1.17     0.00     3.68     7.09
##  [5817]    15.94     0.04     0.21    41.13    48.85    64.51     0.02     0.00
##  [5825]     0.00    42.04     1.53   220.99    38.83     0.00     6.61     1.72
##  [5833]     0.00     6.61     0.46    90.69     0.07     0.05   699.30     7.34
##  [5841]     2.62     0.00     0.00     0.09     0.31    72.83     0.00     1.20
##  [5849]     2.61     6.83     0.38     2.62    32.60     0.05     0.05     0.19
##  [5857]     0.14    19.65     0.00     1.17    25.49     7.76     5.94    68.40
##  [5865]    12.24    17.62     0.00    22.03    23.37     4.73     6.73     0.00
##  [5873]    11.61    11.03     1.17     0.00     0.00     0.41   248.16    63.92
##  [5881]     0.27    52.48     0.04     5.97     5.25    10.23     0.25    16.57
##  [5889]    60.74     1.74     3.91     1.78     0.00   139.26     0.00    15.73
##  [5897]   194.72    28.92   107.58    39.75     1.63    14.61    98.78     0.00
##  [5905]     4.24     0.45   380.99     0.06     3.62    22.21    42.05     0.00
##  [5913]    68.16     0.00     8.82     4.58    12.34     7.80     6.58     2.00
##  [5921]     3.77     2.21     6.13     7.46     0.00     1.62   196.78     0.00
##  [5929]    15.44     5.15     0.51    57.10    16.04     0.33     0.74   172.48
##  [5937]     1.40    63.73     0.02     0.07     0.37     1.11     0.44     1.15
##  [5945]   182.74     0.14     0.00    17.19     0.53     0.01     3.45     6.25
##  [5953]    29.66     0.00    41.58     0.00     0.00    12.71    10.76     4.44
##  [5961]     1.30     0.02     4.84     4.51     6.15   215.76     0.05    12.05
##  [5969]     0.56     2.47    16.29     0.00   245.84    62.05     2.57    22.76
##  [5977]    14.86     1.58     0.03     4.75    52.76     5.46     8.93     0.35
##  [5985]     0.02    67.95     0.75     1.26    11.74     0.00     4.99    67.79
##  [5993]     0.00     0.14   118.62    15.60     0.02     0.04    48.56     0.11
##  [6001]     8.06    15.41     4.60    61.40    76.83     7.71     0.25     0.97
##  [6009]     0.10    12.82     0.00    34.86     4.51     0.00     2.84     0.01
##  [6017]    24.44     4.89     1.40     0.76     0.62    12.89    15.44     5.08
##  [6025]    16.93     2.24     0.06     1.26    20.79    22.34   113.15     2.08
##  [6033]    49.01    34.32     1.53     4.82     0.00     2.24    13.54     0.05
##  [6041]    85.37    13.50    85.22   352.44   121.40     5.12    51.65     0.00
##  [6049]     0.00    17.04     0.07     0.29     0.02     2.98    56.78     1.06
##  [6057]    19.37    41.01     0.02     0.88     3.76     0.00   152.52   711.06
##  [6065]     0.04    29.11    39.21   125.35     0.16     0.00     6.60    13.68
##  [6073]     0.05     8.54     2.74     7.89    88.69    35.58     0.34     4.93
##  [6081]     0.47     0.32     0.07     2.24     0.00    61.38     1.48     0.15
##  [6089]     5.36     7.52    11.76    21.74    34.75    38.94     0.12    51.02
##  [6097]    37.08     4.21     5.70     1.90     0.24   276.02   295.22     3.86
##  [6105]     0.17     0.01   138.74    25.50     0.79     0.02     8.89     9.21
##  [6113]     0.27     0.03     8.38     0.76    18.85     9.23     0.00     0.50
##  [6121]     3.98     5.04     0.07     0.00     0.00     0.23    18.61    20.41
##  [6129]    15.89     5.66     0.12     0.29     0.00    29.83     0.00     0.03
##  [6137]     7.50     0.03     6.45     0.00    10.73    10.24     0.00     0.00
##  [6145]     0.00    10.50     0.07     0.15     0.01     0.06   281.80    10.05
##  [6153]    15.56     4.47    18.77    20.68    14.26   122.53     0.00     0.00
##  [6161]   129.18     0.04    65.84     0.01    17.48     0.01    14.11     3.07
##  [6169]   134.52    18.27     1.22     0.01     0.05    23.04     0.02    26.82
##  [6177]    22.82  3000.66     0.32     1.82     0.16     0.69    15.89     0.00
##  [6185]     1.19     1.86    87.60     0.05    23.60    32.35   109.16    40.99
##  [6193]   228.78     1.16    15.12    12.52     8.30    24.24     2.29     0.00
##  [6201]     0.19     5.83     0.11     0.00     6.27   203.01     5.09    74.31
##  [6209]     0.00   107.92     0.01     1.29     4.45     1.03    22.61     0.02
##  [6217]    17.38     0.06    10.97    23.03     7.97     0.46   264.46    30.09
##  [6225]     0.04     9.69     0.00     0.02     1.85    18.81    16.28     4.90
##  [6233]    21.08     0.00     0.91     3.34     7.33     1.30     0.00     0.26
##  [6241]     0.00    63.88    21.58     0.05     1.29     0.43     0.18    15.19
##  [6249]     6.27     1.76    10.20     3.96     0.00     0.00    10.88     6.89
##  [6257]   157.30    54.19     0.24    28.16     5.79     8.26    24.78    10.59
##  [6265]   215.83    62.73   242.21    90.22    41.84    19.90   162.88    56.05
##  [6273]    13.02     1.84    19.17     3.27     3.59    37.84     6.80     1.88
##  [6281]   290.93     7.47     2.23     7.43     0.20     7.81    15.26    58.78
##  [6289]   265.24     0.23     3.18    26.94     0.03    33.72     0.11   156.22
##  [6297]     4.68     0.82     2.32     0.03     0.36     0.00    18.12    10.22
##  [6305]    81.24     9.13     3.69     0.14     0.58     0.00    11.83     0.00
##  [6313]    23.16     4.93    73.57     0.00     0.05    14.54     8.94    21.07
##  [6321]     1.59     4.92     5.04     6.53     0.00    24.49     0.13     0.00
##  [6329]    97.92     0.00     0.00     2.19     3.93     0.00     7.33     0.26
##  [6337]     4.14     0.11     0.00     0.16     0.20   103.74     3.68    35.29
##  [6345]     0.00     1.03     0.00   432.06    32.75    13.54    24.48    51.58
##  [6353]    19.46   303.29     0.02    16.92    14.03     0.16     0.00     0.00
##  [6361]   131.43    61.02     3.62    13.04     0.00     8.26     4.64    10.77
##  [6369]     0.00    30.92     5.62    22.65     2.88    10.51     0.02     0.00
##  [6377]     7.56     0.05     5.39     0.04     0.61    35.87     0.02    13.12
##  [6385]     3.67    53.28     0.15    44.88   151.32  4747.57    25.51     0.76
##  [6393]    37.39   140.64     0.07     0.89     0.00   111.35    44.64    35.37
##  [6401]    36.43   115.56    12.45     6.25     4.51     9.36    15.88     0.01
##  [6409]     0.79    11.16    18.34     0.00    27.71     0.03     1.69     3.06
##  [6417]     0.00    16.98     3.46     0.12    46.60     0.07     0.03    13.97
##  [6425]    13.77    26.96     9.17     0.09     5.03    13.20    19.56     0.36
##  [6433]     8.89     3.74   194.25     0.00   321.42     0.18    38.73     0.00
##  [6441]     3.10     0.83     0.00    62.14     3.47   121.73     4.14     0.32
##  [6449]     0.03     5.46     4.24     5.76     4.09    37.69    14.81    11.72
##  [6457]   270.04     0.64    62.18     0.98    15.98     1.88     2.71     1.39
##  [6465]    16.04     6.74     0.11     0.31    11.02     2.48    39.63     0.01
##  [6473]     0.00     1.02    43.47    21.62    18.44     0.07    13.48     2.95
##  [6481]     0.07     6.78     8.68     2.20    12.57    52.48     6.75     0.04
##  [6489]     0.29    55.37    55.45     1.91     0.02    19.02    48.85    56.35
##  [6497]     0.06    17.21     1.42     4.92    15.97     2.05   649.78    16.28
##  [6505]     0.18    18.71    39.66    24.43    78.19    57.45    61.41    31.50
##  [6513]     5.26    14.73    19.24    15.36     9.64    16.68  1059.36    35.83
##  [6521]    11.78     2.32     0.00    68.30     0.00     0.00     9.54    28.82
##  [6529]    40.01    69.86   672.65    16.00    47.44    34.22     0.16  1037.89
##  [6537]     5.66     0.00     0.01     0.06    87.50     0.00     1.40    27.63
##  [6545]     1.86     0.00     0.04     5.27     6.97    41.73    41.55    61.33
##  [6553]    76.26   166.07    32.05   150.46    22.44     0.16    11.88     0.00
##  [6561]    19.90     0.12     8.05   433.38    49.75    11.32     4.81    31.54
##  [6569]     0.00   122.85     0.04    10.41     0.00    27.23     4.02     0.00
##  [6577]     4.68     0.11     0.07     0.00     0.00    10.78     0.89    10.54
##  [6585]     2.49     0.11     8.24     5.07    52.67     6.80   123.59    21.29
##  [6593]    64.22     3.92     2.27    20.87     0.02    37.48    39.06     1.31
##  [6601]     2.05     0.00    19.56     2.36     3.30     0.00     0.01     0.01
##  [6609]     0.00    10.11     7.12     6.23     0.00     8.29     0.00     0.00
##  [6617]     0.02     5.07     2.53     3.30     0.00    77.46     4.95     3.28
##  [6625]     1.55     0.00     0.00     0.40     0.03    10.83    43.04    37.99
##  [6633]    76.00     0.49     0.00     1.70     1.67     0.01     9.03     3.84
##  [6641]     0.12     1.00     0.00     4.12     0.00     0.00     0.45     0.00
##  [6649]     0.00     1.43  4959.91    11.37     0.00     0.01    13.32     1.37
##  [6657]     0.00    17.07    43.07    18.16     1.28   220.72     0.00     0.09
##  [6665]    21.68    12.39     5.29    27.57    13.22     0.01     2.88    17.12
##  [6673]     0.00    60.88    17.06     3.78    20.19    34.45   136.41     0.00
##  [6681]    37.08     3.09     0.69     0.15    33.63    92.68     0.07    13.24
##  [6689]     1.74     0.50     0.01    17.40     4.67    10.68     2.64     0.01
##  [6697]     0.00    17.26    48.31    19.31     0.00    11.54     0.00    59.72
##  [6705]     0.40    27.19    18.94     0.17     0.64    42.11     0.41    15.75
##  [6713]    17.21    27.88     0.16    14.63     4.04     2.60     0.00   105.47
##  [6721]     9.11     3.51     0.01     6.84     0.09     4.69    18.88    36.59
##  [6729]    20.74     4.73     0.05    92.16     0.82     0.00    32.24    15.34
##  [6737]    24.79     0.00     5.68     0.01    14.27     0.10     0.00    75.19
##  [6745]     2.48    34.83   240.32     0.03     0.49    25.54     0.03     0.00
##  [6753]     0.50     0.03    13.84    30.20    87.67    70.43    67.94     0.00
##  [6761]     2.99     4.64    52.11    11.55    37.27    33.15     3.70     0.00
##  [6769]     0.00     1.02    23.52    13.29   109.48     0.00     0.31     0.00
##  [6777]     5.56     0.00     0.15     0.00     0.00     0.03     0.00     0.00
##  [6785]     0.00     5.70     0.00     5.80     5.62     0.13    14.69   121.66
##  [6793]     0.00     3.43     1.74     9.86     0.15     0.01     0.00    12.22
##  [6801]    12.36     5.00    38.08   336.07    72.62    95.72    24.53   181.33
##  [6809]     5.21     1.04     3.94     0.05     0.03     2.37     0.01    40.71
##  [6817]   706.08     1.33     0.00     2.60     0.01     0.00     1.32     5.10
##  [6825]    36.62     0.08     0.00     0.03  4116.08     0.00    47.19     0.09
##  [6833]     2.76    26.24    77.05     0.00     5.15     0.03     2.84    44.61
##  [6841]     0.01     7.04     1.10     6.69     0.00    33.72     0.63     0.00
##  [6849]     0.00     0.00     0.02     1.58     0.07     1.35     0.39    17.74
##  [6857]    18.80     0.00     0.00     0.06     0.00    50.04    20.11     4.36
##  [6865]     0.00     7.91     2.20    47.63    68.52    11.17    97.58     1.02
##  [6873]     3.24     3.37    42.46     7.12    18.21     0.57     0.01     8.31
##  [6881]    22.41     0.15     0.01     0.00     0.05     2.98    16.95     3.16
##  [6889]    34.78   207.32     0.00    12.05     0.00     8.58   409.92     0.04
##  [6897]     0.00    10.37     2.17     0.00     5.94     5.68     0.03     0.02
##  [6905]    56.27    45.23    10.44    24.96    46.25     7.70    58.40     2.69
##  [6913]    97.22     0.01     0.51    19.19     0.63     0.14    21.69     4.60
##  [6921]     1.99    11.00    34.96    16.79    37.51    14.08     4.31   201.86
##  [6929]    37.65    17.70     3.10    25.03     0.27    61.24    30.22     5.69
##  [6937]     0.03     3.48     3.69     5.29     0.47     0.11     6.08     8.06
##  [6945]     1.22     1.31     0.95     1.61     6.19     4.06     0.41    11.51
##  [6953]    16.30     0.00    13.15     1.13    21.90    26.04     0.00     0.00
##  [6961]     0.00     0.00     7.48    21.20     0.01    24.93     7.56    42.10
##  [6969]     0.00    15.75     0.00     1.67     0.00     0.07     2.89    65.02
##  [6977]    24.74     0.86     0.10     0.00    17.63    23.14     0.69     7.04
##  [6985]     0.00     0.00     0.42     3.40     3.09    59.19     3.85     0.02
##  [6993]     0.87   132.40   597.75    28.33   909.14     6.16     0.89     0.00
##  [7001]     0.00     4.98    13.42     6.44     0.05     1.38    12.11     0.28
##  [7009]   195.56     0.02   219.21     0.21    27.89    26.59     1.82    18.50
##  [7017]    15.48     0.01    10.17     3.47    47.63     4.07  1005.76     0.33
##  [7025]    11.36    87.79     0.96     0.20    48.42     4.38    48.18     4.27
##  [7033]     2.65     2.90     0.70     0.71     0.00     0.00     5.35     2.84
##  [7041]    20.98     0.39     0.71    53.60     3.16   298.08     0.86     6.91
##  [7049]    39.36     0.49     2.50     0.00     1.52    25.09    14.43     0.04
##  [7057]    11.37     8.83     0.16   129.12     0.01     5.17    33.46     9.03
##  [7065]    27.44     3.45     0.80     0.14     3.13     4.11     0.02     5.50
##  [7073]     9.93     0.28     8.94     4.06    29.64     8.53    16.93     5.14
##  [7081]     0.00     0.07    74.48     0.17     4.73    14.08     0.61    30.48
##  [7089]    22.68     9.20     1.39     1.04     5.95    19.85     0.23     0.00
##  [7097]     0.00     9.05     2.85     0.01    76.89     0.05    27.27    13.25
##  [7105]     1.71    26.24     3.11    93.03     7.20    24.60   295.45     6.90
##  [7113]     8.69     4.73    11.56     0.38     6.87     4.16    21.05     0.00
##  [7121]     8.16     1.68     7.18     1.11   115.55     0.22     0.00     0.07
##  [7129]     9.01     8.65     0.09     4.18    44.37     2.61     5.15     1.78
##  [7137]     0.19    32.36     4.70     0.01    13.01    33.93     9.45     0.00
##  [7145]     1.15     1.36    11.67     2.39     9.91     4.13    39.81    12.30
##  [7153]    10.81    26.91     1.22    19.30    11.86    14.39     0.01     0.73
##  [7161]   115.88     4.97    18.58     1.97    22.79     0.19     2.71     8.81
##  [7169]     1.25     0.03   243.15   147.76    15.91     0.00    72.75     0.00
##  [7177]   113.01     0.01    58.02    97.40    52.28     0.04     0.00    60.28
##  [7185]    11.51     0.03     9.50     0.00     0.27     6.53     0.08     0.32
##  [7193]     0.06    55.03     0.43     6.76     7.65     0.06     0.90     0.31
##  [7201]    21.29    16.49    78.57     0.40    66.18    11.96     0.03    52.23
##  [7209]    12.16    41.09     0.00     0.00     5.68     3.72     8.12     0.09
##  [7217]    74.99    94.95    76.57    79.30     0.00     0.01    10.96     0.15
##  [7225]     4.27     0.00    23.54     0.02     0.07     3.43    61.10     0.17
##  [7233]    14.75     1.69     8.47     2.61     3.28    19.96     0.00     0.04
##  [7241]     0.00     0.01     0.05     0.00     0.00    34.08    14.71    43.40
##  [7249]     6.57    20.43   114.65     5.29     9.09     0.00     7.81     0.00
##  [7257]    12.05    52.59    17.42    10.83    28.27    11.60   730.28    26.47
##  [7265]    11.92    11.74    91.31    10.16     6.06    22.94     0.62    46.53
##  [7273]     0.05     0.00    29.25     0.57     7.81    10.21     7.21     2.36
##  [7281]    10.17     1.82     3.84    12.54     0.43     2.78     0.00     6.06
##  [7289]    25.08    61.96     5.39     0.10     0.29   111.46    14.37     0.52
##  [7297]    23.37    73.53     0.00     6.75     0.08     0.00   210.50     0.00
##  [7305]     6.43    48.82     7.42    24.28    16.30   231.83     0.00     4.98
##  [7313]  4663.32     2.13     0.06    69.90     0.03    15.54    26.90   132.24
##  [7321]     0.10     0.00   105.19     9.75    38.93    21.86     1.96    16.20
##  [7329]    74.19     2.72    24.34     0.00     1.58     0.00     0.06     1.72
##  [7337]     1.48    88.47     0.43     4.87    92.25    20.48    36.47     2.30
##  [7345]     0.45     3.36  4249.69    17.07     8.42    77.23     5.45     3.83
##  [7353]     6.18     3.58     1.08    17.68     0.66     0.00    56.87   156.17
##  [7361]     3.17     1.85     9.54     0.00     0.00     0.00     0.07     0.01
##  [7369]     0.00     1.38    21.62     4.43     0.01     2.82    11.33     4.80
##  [7377]     8.25   160.44   665.80    17.92    46.60   115.76    13.70     2.74
##  [7385]     4.30    18.95     0.00     2.16    15.73    90.29    10.53     4.78
##  [7393]     7.27     1.96     1.41     0.00     0.40     4.00     0.00     0.02
##  [7401]     0.82     0.50     6.40     7.11     0.02    73.28    10.59     1.42
##  [7409]    46.60    92.38     0.17     6.70     7.24     0.04    27.34    19.73
##  [7417]    24.42   115.41     0.01     0.80    51.51     0.41     0.00     8.21
##  [7425]    34.61     1.75     0.42     0.00     5.18     0.14    19.76     0.00
##  [7433]     1.87     0.19     0.00     0.06   120.88    29.75    22.58    16.27
##  [7441]     0.00     0.48    11.13    22.48    15.07    82.64     8.70     0.00
##  [7449]     1.60     0.12     0.05     0.08     0.25     5.38     3.96     0.00
##  [7457]    37.15     8.22    23.29     3.33     1.21    17.21    33.48    13.26
##  [7465]     0.00     2.49    38.18    21.59    27.39  3971.42     0.64     2.40
##  [7473]     5.76    38.48     4.96    10.86     2.69     0.86     8.84     6.24
##  [7481]    10.95     0.23     0.02     5.81     0.16     9.08     0.00     0.51
##  [7489]    78.97     0.88     0.33    43.79     5.18     0.34     6.98     5.84
##  [7497]    35.11     0.00    44.86     0.05     0.07     2.04     0.00     0.67
##  [7505]     0.00     0.00     2.17    30.73     1.96     6.43    23.61    26.64
##  [7513]     7.64    13.36     8.05    24.46    17.62     0.00    13.57     5.09
##  [7521]     0.04     0.00    76.06    55.98    39.55    16.28     0.07    16.51
##  [7529]     0.06     0.65    10.77     0.01   101.83    12.78    40.44     0.29
##  [7537]     6.87    59.28     0.00     7.89     0.00    30.45     1.51    19.88
##  [7545]     0.02     0.00    37.15    17.11     7.23     0.46    13.32    12.11
##  [7553]     2.52    34.66    15.89     6.81     1.74    10.83     0.06     0.43
##  [7561]    10.37     5.08     0.03   124.96     9.67    72.24     0.28   129.43
##  [7569]    23.79     0.02     0.18     0.01     3.13  8932.98     0.34     5.04
##  [7577]     0.03     0.19   136.38     5.70     2.62     0.09     0.00     0.55
##  [7585]    28.97   177.24   152.64     7.33     0.06    29.86    19.00     0.55
##  [7593]     0.01    25.27   130.58    16.98    33.83     0.15     0.80    24.20
##  [7601]    12.22     1.64     3.93     7.93     4.09     0.83     0.00     0.02
##  [7609]    74.00     3.66     1.45    18.50     2.37     6.30    17.95     8.78
##  [7617]     5.16     2.05    37.58     0.02     5.99    23.60     0.00     2.89
##  [7625]    21.48     0.00     0.24    81.42     3.60     0.06     0.00     0.00
##  [7633]     1.50     4.82    51.79   391.89     1.21     0.46    65.63     0.00
##  [7641]    34.24     0.00     0.00    11.19     1.35     0.11     6.87    13.19
##  [7649]     0.00     0.20     0.11     0.00    11.40    44.49     0.00     4.04
##  [7657]    61.64    20.17     3.85    16.28     5.95     3.62    27.44     0.39
##  [7665]     3.33    79.71    42.91     0.51     1.18    14.18     0.05     9.62
##  [7673]     4.90     6.68     0.00     6.90     2.60     0.00     6.06     5.44
##  [7681]     0.12     0.02     7.03     7.60    48.52    13.40     0.00     0.10
##  [7689]     0.52     0.00     0.00     2.03     7.09     5.82     0.00    27.42
##  [7697]     1.83     4.44     0.00    46.05     0.00     6.57     0.00     1.27
##  [7705]    26.57    78.92     1.13     0.00     7.60   135.37     2.92     0.07
##  [7713]    25.92    19.79     0.70     0.26    21.86     0.13     0.92    33.96
##  [7721]    48.83     0.29     0.01     0.00    96.82     0.00     2.40     0.71
##  [7729]     0.32     0.03    29.60     5.27     1.04    11.81     9.24     1.48
##  [7737]     4.19     0.00   115.39     3.84     7.61     0.06     0.00     1.24
##  [7745]     0.00     9.51     8.12    31.81    82.47    39.58    17.14     6.32
##  [7753]     6.19     2.61     0.00     6.31     4.18     0.92     7.98     1.66
##  [7761]     1.55     7.22     1.77     0.21    36.17     0.48     0.05     0.07
##  [7769]     0.02     0.44    85.79     1.32     0.03    13.94     2.56    48.88
##  [7777]    25.34     0.98    17.58     6.63     6.08    10.55    67.17    75.53
##  [7785]   316.63    12.69     0.00     7.49     0.00     4.87     7.67     0.36
##  [7793]    59.77     1.94     5.22     0.09     3.10    31.46    19.73    16.44
##  [7801]    30.19     1.94     0.82    12.66     0.00     0.00     8.37     0.00
##  [7809]     0.19     4.52     9.28     1.33    64.24     0.00     0.10     1.40
##  [7817]     0.20     0.20     0.64     0.05     0.23     0.00    21.44     3.71
##  [7825]     0.34     0.00     0.16     0.00     3.97     6.55     0.00     0.05
##  [7833]     4.97     5.59     8.66     0.16     0.00     3.23    16.96     0.00
##  [7841]     9.05     1.87     1.11     0.00     0.03     0.37     0.00     8.44
##  [7849]   111.16     0.02     6.99    45.33     1.47     0.14    24.43     8.43
##  [7857]    20.02   691.45     5.90     0.03     0.00     8.35    11.02     0.00
##  [7865]     0.01     0.31    34.27   171.19   322.62     7.87     6.21     5.65
##  [7873]    26.90   203.78   144.73     8.64     0.11    99.88     0.03     6.86
##  [7881]     2.32    82.48    38.48     1.08     3.17    31.94    13.35     8.46
##  [7889]    71.99     2.58     9.92     0.23    15.87     0.18    19.09     9.51
##  [7897]     0.68     1.29     7.02    14.43     0.00     1.17     0.02     0.07
##  [7905]    39.85     0.01     0.03     0.12     0.55    22.19     0.25    20.34
##  [7913]    20.39     0.43     1.90     0.12     2.35     2.91     5.73    25.86
##  [7921]     0.03     0.71     8.46    42.87     4.65     5.56     0.00   163.92
##  [7929]     0.76    16.79    23.52     0.17     0.18     4.70    24.15     9.16
##  [7937]    22.75    10.77    70.45    12.14     0.00    14.16     0.15     0.00
##  [7945]    22.69    57.30    35.49     2.26     0.03     1.35     0.79     7.91
##  [7953]     7.95    21.03    15.52     0.08    16.54   251.30    18.21     0.05
##  [7961]     0.08    71.06    53.76    13.24    10.31     2.72     9.75     0.05
##  [7969]    10.03     0.01    40.47     0.22     9.50  5275.67   176.23    10.05
##  [7977]     2.53    64.05    18.84     4.98     4.35     7.56    15.40   114.11
##  [7985]     8.84     0.01     0.00     0.58   169.94    10.24     4.94     0.02
##  [7993]    12.08   142.33    30.67    17.56    14.92     5.30     0.00    14.15
##  [8001]     0.00    12.99     0.00     8.77    18.10    16.16     0.00     7.48
##  [8009]    15.58    19.35     1.54    26.10    22.17     0.02     0.06    10.90
##  [8017]     0.00    69.24    69.37     0.17     4.38    44.23     7.11     2.29
##  [8025]    27.15     3.37    13.54     1.53     8.51     8.85    19.61    11.86
##  [8033]     0.00     0.00     0.00     0.00     1.02     7.09    11.12     0.82
##  [8041]     0.01    13.32    50.97    12.07     0.14     7.43     0.00     0.20
##  [8049]    25.28     9.39   117.59     1.12     0.00    25.59     3.84   412.61
##  [8057]    22.08    72.84     0.01     2.56     1.92   166.23    67.38   235.39
##  [8065]    13.01    44.61    54.18    10.36    22.32     7.24     9.05     0.79
##  [8073]     3.35     6.15     0.02    53.56    20.12     0.00     5.54     0.00
##  [8081]     4.06    10.38     0.80     0.05     2.01     0.07     0.00    12.62
##  [8089]    12.16    60.03     6.50     7.61     7.08     4.86    58.78     0.58
##  [8097]     0.00     0.00    24.14    30.07    72.90     0.07     3.83    13.82
##  [8105]    44.60     4.68     1.81    15.56     0.00     1.15    17.08     4.70
##  [8113]     0.25    20.07     0.15    20.62    32.21    32.99     0.00    17.56
##  [8121]     1.21     0.41    10.27   122.34     0.21     0.79    10.69    16.29
##  [8129]   251.77     1.26     6.80     0.00    35.36    46.33    20.52    57.53
##  [8137]     1.92     6.32    68.29     0.05   162.80    61.29     0.04     0.46
##  [8145]    26.77     0.03     1.17     0.01     0.03    23.32    13.02     0.09
##  [8153]     0.00     0.01    24.86    14.81     0.03    29.51     3.33     5.06
##  [8161]     0.39   413.00     0.04     0.09     0.02     0.42     3.81     1.61
##  [8169]  4458.39     0.00  3836.58     7.51    62.58     0.03     5.01     2.94
##  [8177]     0.00     9.64     0.06     0.13     0.30     0.00     0.03     0.48
##  [8185]     3.38    39.39     2.58    46.29     9.96   109.35     0.10   381.69
##  [8193]     5.30  3658.61     1.07    47.43     4.64     4.89     3.07     0.00
##  [8201]     0.02     3.49    13.87     0.08    24.22     4.56     7.11     0.00
##  [8209]     3.07     3.18    38.22   203.26     4.51     4.37     5.11    14.00
##  [8217]    20.75     1.96  3860.79     9.07     6.12     1.32     2.13     0.00
##  [8225]     0.13     0.00     9.33     0.17     0.00     6.22     1.66     0.32
##  [8233]     5.43     1.53     3.67     0.00   214.32     0.00     0.31     0.13
##  [8241]     0.04     1.28     0.08     0.01     0.41    22.59    19.67    64.64
##  [8249]    33.10     8.75    60.84    64.67    10.94     0.11     0.00     0.45
##  [8257]    57.64    98.32     0.35     0.10     1.75     0.03     0.65     0.00
##  [8265]    97.92     0.01    36.91     0.05   133.89    21.69     0.01     6.20
##  [8273]     0.50    99.82   198.52     0.55     7.30     0.00    24.47     0.00
##  [8281]    25.09   128.37     4.36     0.01    34.63     8.47   131.09     2.53
##  [8289]     5.63     4.21    15.93     0.04     0.00     4.14    34.76     0.14
##  [8297]     4.76     0.65    18.42    72.68     4.32     5.47    18.76     3.57
##  [8305]     3.46    14.75     2.27    34.19     0.46     8.34    21.07     8.77
##  [8313]    21.61     7.47     1.86     1.19    97.13   108.87     0.60   134.34
##  [8321]     3.74     4.49     5.00     1.85     0.00     6.59     3.01     6.99
##  [8329]     0.00     0.00    14.37     4.82    25.65    15.21     1.03     6.64
##  [8337]    18.86     0.34     1.20     0.05     5.38     0.37     0.00     0.00
##  [8345]    44.56   173.23    53.38     0.00   345.50     0.01    37.51    15.14
##  [8353]     0.00    52.41    56.90    85.80     8.61     1.37     0.00     0.04
##  [8361]   138.57     1.93   290.63     7.27     7.08     0.00     1.46     0.04
##  [8369]     0.00    11.32    11.62     2.25    24.56     5.61     2.39     5.21
##  [8377]   114.36    17.24   159.76    20.68     7.55    30.72    10.26   316.54
##  [8385]     0.06    47.32     2.23   302.47     2.50     2.80    24.72    10.34
##  [8393]    59.33    18.98    68.09    12.08     0.55    49.75     0.21     8.96
##  [8401]     6.38     0.03     4.67     0.06     0.02    11.82     0.01     0.00
##  [8409]   108.90    29.23     0.19    18.55     3.76     3.85     0.00    10.71
##  [8417]   615.63     9.63  3796.70     3.48     6.15     0.06     2.57     2.65
##  [8425]   325.10     2.06     1.01     0.00    44.47     5.43    51.90    46.63
##  [8433]     0.16   113.21     0.00     2.15     2.87    36.54     0.05    17.67
##  [8441]     0.00     8.22     9.89     3.23    25.12     0.00    12.39     6.56
##  [8449]    69.38     0.02     9.11     5.13     0.00    27.83     0.18     0.04
##  [8457]    22.10     0.00     1.55     0.00     0.08    27.10     4.48     0.00
##  [8465]    10.00     0.00     0.09    17.72     5.88     0.10     0.00    34.20
##  [8473]     1.96     3.03     3.29     5.27     0.11   450.80     2.14    10.67
##  [8481]     0.00     0.00     0.00     4.13     0.87    12.01     0.00     6.11
##  [8489]     0.00     6.93     0.01     0.17    17.39     0.13     2.37    37.13
##  [8497]     6.29     0.19     7.27    24.07    26.66    25.51    32.83    25.33
##  [8505]    30.15     0.00     7.36    51.12    10.31     0.23    36.86     0.00
##  [8513]     0.00    13.79     7.77     0.30     0.01     6.32    30.13     0.08
##  [8521]     0.03     3.42    38.83     0.00     3.25     0.04  3494.49     0.01
##  [8529]     1.91     8.86     8.64    19.00    25.97     5.41     7.00     0.00
##  [8537]     2.66     0.00     0.56     0.61     2.17     0.00     0.01     0.05
##  [8545]    13.38     0.27     0.22     9.81     4.17     0.13    63.07     0.01
##  [8553]     0.43   102.28     0.00     0.00     0.11    78.04     0.63     3.05
##  [8561]     1.62    14.19     0.00     1.65     3.99     7.86    13.14    26.38
##  [8569]     3.66     1.15     8.76   186.70     0.12     0.40     9.14     0.04
##  [8577]    12.00     0.01     0.06    17.82     0.31    17.08     0.57     1.57
##  [8585]    28.69     0.34    74.55     2.85     0.00     0.04     1.50   164.92
##  [8593]     0.01     0.00     1.35    10.52    50.84     0.00     0.05     3.45
##  [8601]     4.41     0.00    92.28     1.94     5.37    18.82     0.00     0.53
##  [8609]     4.65     0.59     0.00     7.88     4.09     5.68     4.77    14.65
##  [8617]     0.17     0.00  4651.75     0.00     0.23     2.23     0.00     5.19
##  [8625]     0.79   167.14    12.13    11.24     0.00     0.23    18.32    14.20
##  [8633]     0.48  5955.58    17.71     0.03     0.00    31.60     0.06     0.00
##  [8641]     5.22     0.00     9.36     9.13     0.00     0.30     0.10     0.00
##  [8649]     6.39     0.05     4.47    21.00    14.29     2.98    68.76    46.61
##  [8657]  1230.15     4.67     0.16     0.11     4.24     3.81    13.57    48.03
##  [8665]     0.00     0.00    37.10     6.86     0.03     0.00     0.04    24.72
##  [8673]     0.00     0.00    31.69     0.10     0.00     0.00     5.30     0.46
##  [8681]     3.95     0.01    23.36    39.56     0.00     0.18   222.52     6.46
##  [8689]    13.54     4.31     0.00     0.00     3.23     0.03     0.00    16.56
##  [8697]    11.71     0.89     7.19     0.15     0.00   160.28     1.13     0.02
##  [8705]     0.03     0.00     0.00     0.03     3.75     8.12    91.65     4.58
##  [8713]     0.02    19.71     7.04     6.13     0.02     1.37    23.65    57.61
##  [8721]     0.00    20.52     0.00     0.01     0.00     0.02     0.01     0.53
##  [8729]     0.00     0.02     0.01    86.27     6.75     2.23     1.22     1.62
##  [8737]     1.33     0.04     8.78     5.07     0.18     4.18     3.05    28.11
##  [8745]     0.00     0.52     0.00     0.00     0.01     0.00    16.23     0.00
##  [8753]     0.00     0.00    46.83     0.00     5.50    18.57     0.26     1.73
##  [8761]    20.43   112.24     1.13     4.36     0.05    55.62     4.77     0.09
##  [8769]     7.30     2.33     0.89    14.36   144.49     0.00    15.86     3.62
##  [8777]     1.16     0.00     0.09    33.24     1.03     8.53     0.73     2.83
##  [8785]   333.87    17.11    75.75   493.04    20.80     0.05     5.15    11.31
##  [8793]     3.62     0.00     4.62     5.93     4.83     8.76    34.71    19.87
##  [8801]     1.18     0.00     5.41     3.96    14.31     0.78    21.63    14.24
##  [8809]    11.15     0.00     0.00     0.24     0.13    43.67     0.31     3.21
##  [8817]    23.12     9.53     0.02     0.01     7.39     6.10     0.16   185.27
##  [8825]     0.01     0.09    22.96     0.12     0.02     0.00     2.84     1.73
##  [8833]    13.44   153.47     2.27     0.35    11.50    10.72     0.00   287.82
##  [8841]     7.11     0.00   181.05     0.00    11.91    47.21     0.63     0.55
##  [8849]     0.16     4.37     0.02     4.08     0.17     0.03    98.94     4.80
##  [8857]     0.00     0.18     0.75     0.01     0.00     0.03     0.00   128.04
##  [8865]     8.29     5.47    11.62     0.00     0.00     0.13    40.67    43.64
##  [8873]     4.65   116.62  8598.73     0.03    41.11    39.33     1.45     0.00
##  [8881]     0.00     0.12    10.83     0.00     9.17    15.14     3.66     0.12
##  [8889]    28.94    35.37     0.00     0.00     0.34     0.67    14.23    42.65
##  [8897]   105.36    11.54     8.82     0.01     0.00     0.05     0.04    73.64
##  [8905]     0.00    27.84     0.00    22.23  2514.35     0.07     0.00     0.69
##  [8913]     3.35     0.01    41.52     1.85    30.68     0.00   138.77     0.32
##  [8921]   206.36    22.83   248.22    79.56     0.05     0.00     0.00     9.44
##  [8929]     1.59    99.25    22.58     1.00    15.09    11.67     0.05     0.00
##  [8937]    79.04     0.00     7.80     5.61     0.00    73.75     1.46     0.00
##  [8945]     9.72     6.67     0.00   192.60    42.64    10.10     0.40     6.60
##  [8953]     2.71     2.16    14.97    26.74     0.00     0.00     0.38    12.10
##  [8961]     4.77     0.01     2.18     3.62    37.20    19.44     0.29     0.06
##  [8969]     0.00     3.27     2.54     0.75   116.87   110.49     0.17    55.13
##  [8977]    60.13    27.00    12.45    25.90  3168.04    41.63    12.23    78.15
##  [8985]    81.18    54.58     9.65    17.94     6.92     0.87    53.42     7.44
##  [8993]     0.05    13.14    93.09     1.33     3.46     0.00    17.08    19.00
##  [9001]     1.81     0.07     2.27     8.12     2.56    93.27    17.88    15.71
##  [9009]     1.01     9.39     0.01     0.00    16.89     0.00    10.80     0.00
##  [9017]     2.80     1.08    18.68     0.35     0.02     0.02     0.04    11.91
##  [9025]     7.64     1.67     7.01    68.55    77.25     0.12     0.05    66.35
##  [9033]    12.26     4.32     0.00     0.16    27.22    16.05     0.04     0.00
##  [9041]     5.05     6.06     0.71     0.00    13.35     3.61    13.24     0.00
##  [9049]     0.56   268.12     4.78    21.66     8.56     1.74    32.93     0.00
##  [9057]    12.98    13.93     9.50     0.36     0.00     4.31     0.00    63.68
##  [9065]     0.00    43.22    34.30     0.07     0.25     5.81     8.20    50.78
##  [9073]    29.77     0.00    26.49   720.33    30.26     0.00     0.11     0.00
##  [9081]   138.57    31.73    13.88    17.67    93.93    19.85    40.51     0.19
##  [9089]     1.38    19.27    15.39     2.35     0.00    69.47    12.67    21.37
##  [9097]     7.13  7458.85     0.49    14.97     0.00     0.03     5.68     0.00
##  [9105]     5.25    22.81    54.60    13.09     2.89   212.56     0.12     0.45
##  [9113]    20.13    38.40     0.00     0.01     0.00     3.07    26.23    51.14
##  [9121]    67.81    28.17     0.04     6.09    12.73    10.92     0.03     0.00
##  [9129]     0.00     0.33    24.25    38.63     0.00    84.45   139.70     1.85
##  [9137]    63.60     0.14     0.11     0.03    13.11     0.00     8.83     5.43
##  [9145]    20.35     0.07    20.26    19.34     0.13     0.13     0.60     0.01
##  [9153]    28.06     1.62     0.54     0.00     0.01    19.43    27.71     1.24
##  [9161]    37.13     0.00     0.00    57.45    57.49     0.76     4.35    52.45
##  [9169]     7.05  2763.87    30.98    34.53     0.21   114.21   929.47     0.37
##  [9177]     0.35    22.08    10.57    50.10    12.62     0.13     0.00     0.06
##  [9185]     0.00     0.00     1.20     2.07     0.01    66.03     0.00     0.59
##  [9193]     0.00     0.00     0.00     0.00     2.03    87.47     0.00     0.85
##  [9201]     0.00     0.11     5.04    16.92    46.08     4.64     3.13     1.03
##  [9209]   168.85     0.52     1.05     0.01     0.41    13.95     2.31     0.04
##  [9217]     0.00    40.96     0.00     0.05     0.83     0.20     0.00     1.13
##  [9225]     0.00     0.01     0.23     0.41     0.00     0.07    40.79    12.16
##  [9233]    14.17     0.00   469.66    16.29     4.41     4.71    29.33    15.39
##  [9241]    25.55   157.60     0.98     0.08    52.06    10.18     0.08     0.00
##  [9249]     0.56     1.16     6.76     6.49    18.57     8.91   679.20     1.52
##  [9257]     0.01     1.83     1.44     4.30     0.04     1.81     0.00    42.20
##  [9265]     7.67     0.80     0.00     0.06    22.23    11.34    10.10     1.40
##  [9273]    39.09     9.59     0.14    12.24     0.74     2.46     0.42     4.51
##  [9281]     6.66     0.07     0.43     2.47    40.99     0.34    36.71     2.63
##  [9289]    43.13     6.61     5.57     0.64     0.07    72.81    19.00     0.00
##  [9297]    32.95    23.82     0.03    11.71     0.00     8.48     0.00     0.15
##  [9305]    12.23     6.96     0.00     2.61     6.83     0.60     5.60   107.96
##  [9313]     0.04     3.36     4.15     0.00     0.01    21.21    10.53   114.63
##  [9321]    11.47    17.74    15.04    57.97     3.65     0.03     2.30    10.78
##  [9329]     0.00     2.80     0.96     0.00     0.00     0.11     3.17     0.10
##  [9337]     0.00     1.74     0.00    12.60    18.10     2.09     8.55     7.25
##  [9345]     0.00     3.32     4.76     0.00     0.21     0.77     3.21    31.49
##  [9353]    11.93    72.51     7.28    10.08     9.51     6.07     4.93     7.92
##  [9361]     0.00     0.00    14.65     0.01     0.02     1.37     0.00     0.33
##  [9369]     1.55    18.19    18.23     8.06     6.47     0.00     9.43    12.26
##  [9377]     0.33    32.91    15.08     0.00     0.00     0.00     0.50     9.98
##  [9385]     0.00     5.94     0.00    14.35     3.47     1.98     2.45   191.62
##  [9393]     0.00     0.00     0.00    24.76     1.35    15.33     4.71     6.23
##  [9401]     0.22    29.25     0.09     0.58    10.75     0.00     0.00     0.00
##  [9409]     0.00     0.07    18.73     1.04     2.16   164.55    25.84     2.08
##  [9417]     9.13     0.00     6.35     0.00     1.34     0.73    16.03     0.58
##  [9425]     0.00    10.63     8.31    17.61     0.15     1.04     8.18     0.00
##  [9433]     6.36     1.32     7.42    23.55     0.00     1.30     0.28     3.93
##  [9441]     0.00    15.65     8.33     1.31    19.19    12.74     0.00     0.81
##  [9449]     3.17    13.08     1.65     3.50     9.32     1.65     0.18    25.09
##  [9457]   144.09     0.00     0.00     4.09     0.04     0.00     0.00     0.00
##  [9465]    11.90     0.00    21.87     4.24     0.00     7.82     0.00     0.00
##  [9473]     7.14    13.74     0.97    32.62     0.36     1.76     0.00     1.23
##  [9481]     0.24     8.05     6.91     0.00     5.73     0.06     0.00   269.94
##  [9489]     0.72     0.95     0.00    11.70    23.08     0.05     0.14     0.40
##  [9497]     0.04    11.18    19.11    34.24     1.43     0.22     0.00     0.02
##  [9505]     0.00     5.36     0.00    23.85     0.04    33.85     4.04   100.65
##  [9513]    78.10     3.78    27.95     0.00     0.12    24.79     3.96     0.00
##  [9521]     0.09     8.67    22.84    52.74    16.49     0.78    47.43    13.40
##  [9529]     0.01     1.09     4.79   176.98    11.31    11.14     0.93     6.44
##  [9537]     3.27     0.86     0.89     0.03    10.90     0.01     0.00     1.14
##  [9545]     4.13     0.00     0.14     0.05    30.11     3.22     3.79     0.05
##  [9553]    13.54    18.76     2.44    56.37    16.73     0.19    45.70    10.40
##  [9561]     0.15     0.00    11.10    22.07     2.05    22.93    10.84     0.41
##  [9569]    13.61     6.97     0.13     0.00     3.06     0.86     7.99    64.82
##  [9577]     0.00    10.85     0.00     1.76     0.00     0.92    11.45     0.00
##  [9585]     0.00     0.00    33.32     1.13    11.95     7.18     0.53     0.16
##  [9593]     0.04     6.59     7.25    14.07     0.46     1.92     5.90     8.33
##  [9601]     0.00     7.38     0.38     1.02    31.14     0.28    14.91     0.00
##  [9609]     0.43     0.01     0.75     2.45     2.27    18.62     3.24     3.61
##  [9617]     0.00     0.20     0.23     2.70     3.50     0.63    15.25     8.85
##  [9625]     4.01     0.06     0.93     0.00    20.94     0.22     0.27     0.00
##  [9633]     0.00    39.01     0.01     0.00    11.56     9.96     0.37     3.42
##  [9641]     2.11    11.10     0.35     0.00     0.04     0.04     3.46     0.02
##  [9649]     0.03     0.07    14.89     0.29     3.50     0.54    19.69     0.00
##  [9657]     0.05     0.12     6.78    16.90     7.44     0.00     2.40     0.00
##  [9665]     3.53     0.01    85.25     0.00     0.98     0.00     0.02     1.37
##  [9673]   312.37     0.03     0.00     0.01     2.84     5.02   148.65     5.29
##  [9681]     0.00     0.00     2.59     5.53     2.42     0.32     0.00     0.00
##  [9689]     0.00     0.00     8.01    55.13     0.03   266.21     4.99     0.00
##  [9697]     0.00    10.26     0.00     0.04     7.82     0.25     6.05     2.75
##  [9705]     5.79    35.81    12.76     0.00    14.47     3.51    15.83     1.54
##  [9713]     0.14    37.42     2.54     0.28    15.78     0.02     0.13     7.15
##  [9721]     7.27     0.00    60.37     0.00     3.74     0.00     0.28     0.04
##  [9729]     2.17     0.01     0.06     1.26     0.00    21.68     7.41    66.34
##  [9737]    36.12     5.23     8.32     1.21   181.58    15.36     0.86    21.17
##  [9745]    28.69     0.00     9.85    14.04    13.30     3.70     0.01     4.26
##  [9753]     0.03    18.38    23.78     0.00     4.78     2.76    41.86     7.27
##  [9761]    28.16   247.92     3.05   232.86    41.89     6.55     0.24   171.80
##  [9769]    84.74     0.91     0.02    42.93    19.05     0.00     0.16    28.04
##  [9777]     3.64    49.50     0.66     8.99     0.00     1.43    16.02     1.24
##  [9785]     0.05     0.00   176.79     1.59     0.14     0.25     6.85     2.50
##  [9793]     0.26     0.00    13.83     0.58     0.21     0.58     0.04    13.58
##  [9801]     0.00     0.43     0.04     1.98     1.53     7.49     0.00    49.17
##  [9809]     0.00     0.00    10.30     0.00     3.95    19.72     3.00     0.00
##  [9817]    33.12    83.10     2.20     2.79     0.00     0.00     0.00    16.06
##  [9825]     0.54    10.77     0.00     0.04     1.44     4.85    14.12     3.77
##  [9833]     1.42     0.01     1.80     4.00     0.00     0.00     0.42     0.00
##  [9841]    34.47     5.22    28.87    10.28     0.00     0.03    11.14    30.30
##  [9849]    34.87     1.49     0.00     0.05     0.06     0.00     0.02     2.67
##  [9857]     0.00     4.55    26.72    33.31   243.88     1.34     0.00     3.06
##  [9865]     0.00     0.00     0.07     2.69    10.45    14.32     0.54    11.27
##  [9873]     4.04    22.74     0.00     7.16   310.60     0.00     0.01     1.54
##  [9881]    14.03     1.33     0.00   309.48    23.11    57.27     0.05  3932.73
##  [9889]     0.00    10.07    56.89    53.88 13789.92     0.23     6.37    52.45
##  [9897]    19.65    14.67     1.93     0.00     0.05     0.00     4.42    62.74
##  [9905]    23.97    21.51    28.86     2.14     2.53     5.45     0.01     0.00
##  [9913]    44.81    61.46    27.21     4.33     0.00     8.86    16.07    10.32
##  [9921]     6.02    20.18     2.80    11.13    13.65     0.70    17.66    13.15
##  [9929]     1.79     0.00     0.00     0.00     0.00   122.29    19.00    14.36
##  [9937]     0.00     0.11     0.00    11.27    17.99   253.45     8.29    43.56
##  [9945]     0.00    13.96     0.45   204.64     7.43    11.45     0.03     0.27
##  [9953]     2.44     0.03     0.00     0.00     3.32     2.46     5.86     0.17
##  [9961]     0.00     0.00     0.47     0.03    13.35     7.14    20.23    12.87
##  [9969]     0.00     4.93     6.84    33.20     0.00     8.65     4.36     1.23
##  [9977]     8.38     0.58     2.55     0.25    34.04     0.00     0.13    55.62
##  [9985]    14.54     5.55     0.00     0.19    20.41     0.10     0.42     0.00
##  [9993]     0.13     5.48     4.26     0.01     2.41    16.16     6.33     6.00
## [10001]     6.08     0.02     1.44     8.50    16.90     7.99     0.00     0.00
## [10009]     0.00    16.13     0.00     7.27    64.82     7.77     4.21     0.02
## [10017]     3.13     4.24    22.46     0.70     0.26     0.66     0.09     5.66
## [10025]     0.00     0.95     1.10     6.42     0.01     0.00   127.94     0.27
## [10033]     7.27    11.47    12.71     1.95     0.00     0.64    12.48     0.00
## [10041]     0.06    14.30    20.94     8.34     5.16     0.05     0.42     8.56
## [10049]    29.58   197.46     0.06     7.36     0.15    37.30    10.32     3.80
## [10057]     0.84     0.10     2.68     0.02     1.68    20.77     0.02     2.28
## [10065]   146.97    12.81     0.06    17.39     0.17     1.55     0.00    12.14
## [10073]     0.22     2.87    34.36     0.12    11.35     0.09     2.65     2.81
## [10081]     6.12     0.97     0.61     5.85     2.53    23.98     7.68     0.43
## [10089]    36.41     0.54     0.11     0.00     2.78    16.68     0.86     0.00
## [10097]    13.69     0.04     0.23     0.15    15.15     3.56    47.63    71.11
## [10105]     1.30     0.24    33.98     0.01     9.44     1.12     1.67    24.98
## [10113]     0.00     0.00     6.37     0.00    11.67     0.00     0.14     0.00
## [10121]     0.00     0.04     0.03     0.85    55.00     0.72    22.45    22.44
## [10129]     0.08    12.17     1.54     0.16     0.00    33.95     7.73    16.59
## [10137]    10.20     0.00    49.76     0.53     1.98   256.45     2.67     0.07
## [10145]     3.50     5.49     7.57    63.90     0.01     0.05    21.85    16.90
## [10153]     0.00     3.96    17.20    12.61     3.58    21.03     0.90     0.23
## [10161]     0.00    13.20    10.39    15.68     9.88     0.01     7.76    49.31
## [10169]     0.07     0.15     0.13     7.32     0.51     0.00    63.22     0.02
## [10177]     1.61    14.02     1.31     8.22    23.95    36.98    19.63    99.21
## [10185]     1.42     8.23    10.09    45.59     0.02    24.28    75.23    38.97
## [10193]    30.02     1.23    80.24     0.00     0.58    58.63     0.19     1.18
## [10201]     0.00     0.35   522.07     7.27    34.94     0.02   145.88     0.00
## [10209]    10.14    19.31    13.42     1.22    43.29     0.41     5.50     0.00
## [10217]     0.01     3.04    18.47     0.04     0.42     6.81     0.01    17.25
## [10225]    24.09   242.76     0.20     0.00    64.13    22.23   214.70    14.06
## [10233]     0.03   285.18     0.09     2.60     0.00     9.92     0.79     0.02
## [10241]     6.55     0.75    18.81     0.73     0.00     3.25    45.22    42.67
## [10249]     0.00     0.04     0.00     0.00     2.60    22.95     0.28    34.27
## [10257]   226.96    33.12     0.76     0.03     1.74     0.00     0.31    18.58
## [10265]    13.56    21.28    36.62     0.57     1.12     3.99   268.64     0.11
## [10273]     1.63     4.97     5.42     0.00     0.01     1.87    28.81   100.54
## [10281]    19.87     0.39     4.16     0.84    22.45     2.55     2.39     0.10
## [10289]     1.00     1.09     0.47     0.61     0.00     0.98     0.04    35.77
## [10297]     7.95     5.65     9.58    15.63     2.07    39.06    80.89    56.86
## [10305]     3.28     3.39     0.24    21.52     0.22   111.85    34.09     1.32
## [10313]     0.20     3.33    48.74     4.46     4.53     2.72     0.01     2.48
## [10321]     4.33     1.51    24.04    38.32    15.19     2.10   130.16     0.00
## [10329]     1.50    19.79   113.62    27.14    67.96    24.11    11.78    10.36
## [10337]     0.04    51.58     0.17     0.00     9.22     0.31     1.80    38.47
## [10345]     8.08     0.41     4.85     6.40     5.48    15.43     2.19     2.20
## [10353]     2.74     0.00    17.28     4.13     0.00     1.08     7.46     3.18
## [10361]     0.00    20.40     0.04     8.95     3.89     5.37     0.01     0.97
## [10369]     8.36     4.08    41.67    10.73    10.41    45.27     4.23     0.28
## [10377]     0.25     1.57     0.05     0.00     0.00     2.18    25.67    13.52
## [10385]     4.69     4.45     0.00     2.40    37.65     8.63    39.48     0.02
## [10393]     1.30    42.68     0.00     4.35    58.07    39.26    47.83     8.48
## [10401]    35.41     4.14    29.06     0.52    10.72     5.79   133.87    32.23
## [10409]     8.38     0.60    25.91     6.43   257.03     0.00     8.00    46.13
## [10417]     0.06    25.02     0.00    42.97    64.86     0.01     0.00     0.06
## [10425]    75.46    12.17     0.00     0.01    25.42     0.00     0.00     0.09
## [10433]    44.08    10.96    30.30    65.22    41.08     3.54     0.40     7.05
## [10441]    11.74     6.34     5.53    28.13     0.06    13.73     6.42     0.00
## [10449]     4.68    17.36   413.01    52.44  3679.92     5.22     0.00    22.13
## [10457]     1.11     2.88     0.00   143.91     0.23    42.18     2.10    81.99
## [10465]     0.06     9.83   171.15    16.97    17.94    27.91   384.80    12.20
## [10473]    32.58     0.10     2.60     0.00     0.02    15.20     0.88     0.03
## [10481]     8.27     0.01     0.23    14.65    78.68    16.96    29.53     0.04
## [10489]   114.56     4.88     3.76     0.00     0.00     0.00     0.09     0.54
## [10497]     0.31     0.29     0.10    13.18     0.00     5.07     0.00     8.87
## [10505]     2.22     0.00     0.00     1.11    50.22     0.60    41.84     6.89
## [10513]     0.42     0.99     4.35    26.40     2.78     0.00    21.99     0.00
## [10521]    19.82     0.40    13.51     0.00     0.00     1.54    15.64     0.00
## [10529]    11.96     0.05     0.07     2.75    26.01     4.55     0.07     5.85
## [10537]     0.01     0.02    19.34   122.07     0.50  1539.96 12734.88     0.04
## [10545]    21.97    40.90     0.06    11.06    28.33     3.92     0.18     8.84
## [10553]     0.04     0.00    22.47     3.62     1.66    26.16     0.05     0.06
## [10561]    23.99    50.27     0.68     7.40     2.10     1.06     7.38    13.93
## [10569]    39.59     0.56     7.89     0.21    94.28   359.86    11.81    12.48
## [10577]    36.80    35.52     3.82  3395.95     0.03     3.52    24.10    56.89
## [10585]    36.20    21.98     2.59     3.39     0.00     0.00     0.00    34.46
## [10593]     0.00     0.00    19.04     1.43     0.11    27.00     0.82     0.00
## [10601]     5.01     0.41     0.00     3.73     5.58     7.88     1.05    22.55
## [10609]     0.43     5.80     0.04    12.20    27.28    14.76     2.55     0.01
## [10617]    61.05     1.11     0.00     4.72     0.00     0.05     0.92     0.38
## [10625]     0.00     0.00     1.70     0.23     0.33     9.32    56.38     1.53
## [10633]    73.84     7.12     2.16     8.41     0.34     6.36     0.28     0.28
## [10641]     0.00     1.39     0.19    19.72     0.17     0.00     0.00     0.71
## [10649]     0.00     0.44     9.97     2.64    17.79    32.42    73.34     0.12
## [10657]     3.46     0.00     2.46    38.68     0.00     8.58     0.00     0.00
## [10665]     2.01     7.93     3.06    15.81     0.00     0.50     5.99     0.01
## [10673]    18.62     1.09     0.00     2.16     0.00     1.97     0.00     5.27
## [10681]     3.89     3.08    87.98     0.00     0.02     8.42     0.03     1.10
## [10689]     0.00     0.00     6.29     0.05    43.25    25.13    37.51     0.14
## [10697]     0.09     0.01     1.51     0.00     0.00     9.60     5.47     0.00
## [10705]     0.00     4.25     0.00     4.69     2.66     3.82     1.50     0.00
## [10713]    25.34     0.18    11.66     1.82     2.86    13.59    17.93     0.00
## [10721]     0.21    21.80     3.01     5.34     0.03     0.00     0.13     0.05
## [10729]     1.71     7.56    24.78     0.00     0.53     6.92     0.01     0.01
## [10737]   130.60   119.19    12.12     0.53     3.05     7.99     9.94     0.06
## [10745]     0.01     0.44     0.00     0.26    14.43    75.26     3.60    21.10
## [10753]     0.71     9.78     7.83     0.03     0.00     0.00     2.75     0.01
## [10761]     0.39    42.13    21.18     5.18     0.02     0.00     2.45     0.00
## [10769]     3.88     9.97     7.69     0.00    17.09     7.33     0.03     0.01
## [10777]     1.55     5.21     0.00     0.80     0.32     0.00     2.22    15.08
## [10785]     0.00     1.51     0.00     5.68     0.00    48.48     3.41     0.00
## [10793]     0.07     4.72     1.03     0.31    11.86    11.81     0.04     0.00
## [10801]     0.02     2.17    55.41     1.06    44.02    20.01    11.97    16.25
## [10809]   206.30    11.08  1500.15     0.09     0.00     0.03     0.27     5.83
## [10817]   155.58     0.00     0.00     1.51     2.07     0.00     6.57     0.00
## [10825]     6.97     2.06     0.00    24.31     0.18     0.48     9.44     1.09
## [10833]     0.00     0.19     0.00    10.35     1.28     0.00     2.27     5.80
## [10841]   161.44    24.31     7.09     1.56     0.05    35.68     6.72    15.70
## [10849]    10.96     3.71     0.04     0.15     0.14     0.04    14.63    18.65
## [10857]     1.32     0.00     3.53     0.00    88.80     2.61     1.75     0.00
## [10865]     0.24    99.02     0.67     0.99     0.02     0.00     6.78     0.03
## [10873]     0.04     5.27     0.00    35.69     0.79     0.00     0.12   355.16
## [10881]     0.01   204.56     1.66     2.74   257.04    34.25     5.38     0.33
## [10889]     3.66     0.93     0.00     0.05     1.32     0.01     4.91     0.38
## [10897]     8.15    34.50    12.53     0.00     7.05     3.21     0.00     0.00
## [10905]     0.12     4.05    43.58    25.67     0.00     0.13     0.00     3.67
## [10913]    10.53     4.93    50.30     1.60     0.00     6.62     0.00     0.00
## [10921]     0.56     0.00     0.19    15.01     0.00    86.27     0.11     0.66
## [10929]     2.91     0.00     0.00     4.70    12.74     0.01     8.83    18.22
## [10937]     4.15     0.86     0.05     0.03     0.54     1.49     6.86     0.84
## [10945]     0.00     0.14     4.62   104.58     1.65   153.40     0.19     0.80
## [10953]     2.26     0.13     0.01    54.52    20.01    17.19     0.00     0.36
## [10961]     0.00    16.34  2889.41     2.97    13.32     3.24     0.00     4.17
## [10969]     2.08     3.26     5.40    14.91     6.91     0.98     0.02     5.52
## [10977]    32.02    24.69    11.46     4.03     0.00     0.04     0.00    18.10
## [10985]     1.83    16.00     0.05     0.00     0.00    41.71    14.97     0.00
## [10993]    17.47    14.89     2.52     0.00     0.14     1.53     3.01    20.45
## [11001]     0.79     0.04    19.73     4.57     0.01    35.01    30.37    22.49
## [11009]     0.00     0.00    13.54     5.40     0.02     0.02     0.40    20.56
## [11017]     0.00     4.58     2.34     5.01    42.01     7.10    23.95     5.54
## [11025]     0.00     5.86    38.86     8.73     0.34    80.38     0.93     0.34
## [11033]     0.56     0.56    19.87   116.14    32.02     0.72     3.54     0.00
## [11041]   101.42     0.09    45.26    81.88    12.60    30.83     5.43   102.69
## [11049]     5.41     0.81    14.30     5.09    87.53    86.06     0.00     0.58
## [11057]     4.61     4.59    35.18     5.42     0.01   521.50     0.30     8.64
## [11065]     0.00    12.02     0.99     5.58    52.26     2.70    11.22     1.45
## [11073]   212.53     0.00     0.50     5.19     3.46    19.84    13.86     0.00
## [11081]     5.50     0.03     8.03    39.33     5.50   104.35     3.87     0.80
## [11089]    38.35     0.63     6.40    10.09     3.91     1.33     1.31    14.85
## [11097]     6.33     2.00    43.61     0.06    10.22     8.70     1.95     0.00
## [11105]    22.98     1.52    44.31     0.21     0.00   134.02    19.46     0.00
## [11113]     0.00    23.56   103.28     0.00     0.00     0.00     0.00    10.96
## [11121]     4.28     0.14     0.00     0.04     6.30     0.58     0.00     0.00
## [11129]    12.69     0.09     0.64    18.95     7.26     0.00    43.56    78.82
## [11137]     4.96    71.99    14.73     4.28     3.35    51.75     0.04     0.02
## [11145]     9.43     2.85   131.29     0.05     1.17     0.07    10.55     0.00
## [11153]     0.55    30.47     3.89     8.89     0.01     7.07     0.03    24.98
## [11161]     1.43    19.62    10.55    11.00    36.68     0.00   109.34     0.00
## [11169]     1.20     0.00     0.00     4.36     0.12     4.79    10.15    35.86
## [11177]     5.33     0.03     7.03     0.00     0.08    18.77     9.92     7.25
## [11185]     0.99     0.75     0.03    12.79     0.00     0.00     1.94    11.83
## [11193]     0.00     8.47    30.95     0.00    30.85     1.56     0.01   198.39
## [11201]    35.75     0.42     0.01     9.55    47.06     0.07     0.01     0.19
## [11209]     0.00     1.36    11.78     4.85     0.21   589.02     0.11     1.62
## [11217]    12.15     4.73     0.03     0.00     0.00     0.17     4.08     0.00
## [11225]     0.32     1.40     5.49    20.03     0.01     0.00     0.00     0.03
## [11233]     8.89     0.00     1.83     0.00     0.00     0.38     0.65     0.08
## [11241]     0.31     6.71     3.33    16.54    12.99     0.31    12.48  2502.59
## [11249]     0.00     0.00     7.70     0.00     1.52     0.00    28.94    31.01
## [11257]    44.80    33.06     0.11     6.90     3.07     5.54    13.27     0.42
## [11265]     0.00   108.17    56.44     0.00    12.79     5.61     1.02     3.71
## [11273]     0.12     0.79     1.14   232.72     0.40     0.26     0.09     0.00
## [11281]    16.33     0.27     0.63   147.62     6.08     0.00   134.78     0.00
## [11289]     0.12     0.01     0.05     1.69     1.10     1.74    51.54    28.08
## [11297]     0.00    10.64     0.12     0.08     0.08     7.84     0.00     0.42
## [11305]     6.24    38.43     0.00    18.61     0.00     0.00    13.35     1.12
## [11313]    46.62     9.98     0.00     0.88     2.92     0.00     5.25     0.91
## [11321]     0.00     5.92     0.00    35.11    15.34    40.35     0.00    43.26
## [11329]    54.84    53.94     0.00    32.04    25.91     6.25   265.55     2.83
## [11337]   394.66     0.00     1.69     0.41    12.63    90.63     0.00     0.30
## [11345]    17.35    24.36     0.00     1.45     7.24     2.59    11.59    41.31
## [11353]     1.90     1.17     2.06     4.37    25.79     0.80    18.09     0.30
## [11361]    11.34     0.07    11.17     0.77     0.12     8.43    57.73    31.46
## [11369]     0.00    22.58     0.00     0.01     0.35     0.01     0.00     0.00
## [11377]     0.30     0.00     0.03     7.33     2.00     0.03     0.62     0.56
## [11385]    12.59   315.08     0.04     0.72     0.51     0.00    14.93     0.39
## [11393]     7.57     6.25     0.00     0.02    26.18    11.73    51.72     0.00
## [11401]     0.19     0.39     0.00     0.06     0.01     0.42    12.09     0.04
## [11409]     0.02     0.00    12.72     2.98     4.73    35.88     9.37     1.33
## [11417]     6.44     0.00     0.63    48.67     0.18    41.71     3.23     5.13
## [11425]    85.95     5.26   297.33     0.33     0.01    14.76     0.00     0.93
## [11433]     4.76     0.00     0.00     0.78     0.00     3.31     0.00     0.00
## [11441]     0.01     0.00     0.00     1.72     9.27     4.58     8.05     0.00
## [11449]    11.80    65.14     5.12     2.33     0.67    10.20     5.31     0.03
## [11457]    21.94     0.00     0.00     0.55     3.87     6.32     0.00     4.07
## [11465]    20.64    13.19    22.33     0.00     0.03    19.90   513.39     6.11
## [11473]     1.29     0.00     0.10     5.34    19.30     0.79     9.48    18.36
## [11481]    56.16    10.88     1.47     0.00     0.16     4.21     0.00     5.02
## [11489]     0.87     0.20     0.00     0.97     0.01    50.74     0.10     1.38
## [11497]     0.00     1.74   157.34    19.94     5.48     0.00   281.32     0.02
## [11505]    53.87     1.11    10.19     8.32     0.53     8.25    11.37    68.06
## [11513]     7.29   103.13     5.92   230.59     0.00     4.74     0.00    57.31
## [11521]    47.82     0.00     0.51    10.17     3.52     0.00   183.78    14.80
## [11529]     2.52    25.05     1.77     0.01    92.51    40.67    25.49     0.94
## [11537]     0.00   150.30    13.79    59.90     0.05     0.87     0.02     1.80
## [11545]    45.62     1.89     0.01    17.70     0.26     0.13     2.20     2.45
## [11553]    31.29     0.00     0.51     8.09     0.10     0.01     2.18     0.46
## [11561]     6.11     0.87     8.58     0.00     2.57     2.00    45.69     0.03
## [11569]     5.37    17.90     3.80    28.74   190.91     0.03     3.95     2.04
## [11577]    19.67     0.05    10.70    22.35     0.25     0.00     1.12     0.00
## [11585]     0.00     0.10     0.01     3.65     0.31     0.06     7.21     2.99
## [11593]    31.01     5.61     0.00   150.20     5.23     4.81     0.00     8.65
## [11601]     0.02    20.58     0.65     0.01     5.75     0.01     0.13     0.75
## [11609]     0.00     0.00     0.00     1.31     0.03     0.00    12.94     0.04
## [11617]     2.59    14.66    12.67     8.85   200.94    16.83     0.04    19.33
## [11625]     0.00     0.00     0.00     1.23     0.00     0.02    82.35     7.49
## [11633]    18.05     4.04    10.05    13.69    42.28    33.30    99.47     0.07
## [11641]     4.81    11.62     5.22   123.96    47.75    52.74     0.00     0.00
## [11649]     0.13    18.93     1.93   167.53   245.62    11.91     0.11     0.11
## [11657]     0.36    21.45    29.71     2.72     4.46     0.00    16.24     7.81
## [11665]    10.08     0.48     1.41     0.00   140.65    27.36     3.83     0.00
## [11673]     1.74     7.48    14.56     0.00    47.74   421.86    71.36     0.04
## [11681]     0.00     0.27    15.21     7.64     1.86     0.00    40.39     0.27
## [11689]     0.02     0.00     3.36     1.24     0.00     7.17     0.11     0.96
## [11697]    16.17     0.00     0.00     0.02    43.04    15.35     2.80     0.05
## [11705]     0.06     7.14     1.34     1.39  6554.47    15.07     2.27     0.11
## [11713]     0.14    82.25    51.50    59.24     5.92    20.43    15.59     6.96
## [11721]     2.31     0.07    18.54     5.65     0.04    34.73     3.51   193.02
## [11729]     0.00     0.46     0.00    17.57     0.00     6.25     1.10     0.00
## [11737]     1.07    26.73     0.03     0.13   190.82     0.01     0.00     5.27
## [11745]     1.57    17.09    80.69     0.02     0.44   292.98     0.48   509.98
## [11753]     0.00    40.00     0.00     0.48    17.02     0.15     0.13   149.23
## [11761]     0.68    30.26     3.48     1.56     1.97   973.98     3.28    18.09
## [11769]     0.10     0.49     0.00    29.14     0.00     2.12     1.24     0.95
## [11777]     5.26    40.18     0.00   659.71     0.00    70.15     0.01     7.68
## [11785]    20.03     1.11     0.47     0.02     3.50    11.64     1.09     0.00
## [11793]     0.00     0.23     1.78     0.59     0.04     1.65    29.85    85.58
## [11801]    13.17    26.06     0.00     2.99     0.00     0.10     0.49     0.00
## [11809]    10.35     0.00    21.48    10.91    16.72    13.97    15.86     0.20
## [11817]    51.49    83.17    43.98     3.22   169.72     0.89     1.35     0.00
## [11825]     0.02    21.43     0.00     0.00     0.00     0.00    12.69    29.24
## [11833]     0.23     0.00     6.59     0.00     0.00     0.06     1.14    14.83
## [11841]    12.26     8.15     5.66     0.00    82.10     5.32     5.74   460.92
## [11849]   100.24     0.11     0.00     0.99     0.95     2.90     1.15     3.03
## [11857]     0.00     0.86     0.06   215.05   240.83     0.06     0.00     0.09
## [11865]     0.23     0.00     0.32    10.49     3.15    14.57    37.66    41.10
## [11873]    34.29    49.82     7.03    15.47     1.35    12.25     0.00     0.00
## [11881]     0.00     8.73     0.03     5.24     0.13    15.67     0.48    21.06
## [11889]     0.00    40.26     5.65     0.44     0.01     0.00     0.05     3.67
## [11897]     0.01     3.73     0.00     1.35    10.00    10.31     0.19    21.77
## [11905]   111.61     7.80     0.04   489.85     0.20    15.43     7.95    12.73
## [11913]     0.27    25.53    16.53    66.32     0.00    10.04     0.00     0.95
## [11921]     0.05    10.51     0.15    14.63     3.50    12.94     0.00     2.84
## [11929]     5.32     4.17     3.96   116.16     0.00     0.13     0.00    10.44
## [11937]   201.05    39.44   449.08    24.64     0.48     0.08     2.07    23.03
## [11945]    28.48    22.03   143.79    18.87    12.20     3.78     2.31  6611.83
## [11953]     4.45     0.00     8.69     3.50    11.13     8.65     1.60     6.82
## [11961]    76.22   921.92     1.28     0.20     0.26     6.55     1.50    22.63
## [11969]     0.00     2.57     6.06    12.57     6.11     2.36     2.62     0.00
## [11977]     0.02     0.17    26.85     0.69     0.13     1.33     3.34     3.38
## [11985]     0.00     0.00    42.74     2.97     0.00   160.46   590.99    36.67
## [11993]     0.98     1.25     0.01     0.13    28.97  1130.83     0.04    12.80
## [12001]    47.33    29.90     0.06     0.10     4.36     6.36    21.34    64.09
## [12009]     5.39     0.12     2.26    12.68    20.60     1.71     9.86     8.74
## [12017]    64.45     0.07     1.69    10.35     0.05   145.96     2.61     0.21
## [12025]     0.00     0.02    24.72     0.41     0.10    10.22    56.44     0.01
## [12033]     0.02   127.22     2.27     0.18     0.00    44.07    51.86   120.44
## [12041]     0.55     4.89     0.00   142.24   105.26     8.23     0.02   243.34
## [12049]     0.00     0.00     7.69    19.85     0.61     0.04     0.00    10.63
## [12057]   136.78   545.21     0.62     3.34    68.92     6.93     2.80    57.51
## [12065]    26.93     0.00     0.05     0.00    41.16     9.73    23.67     0.00
## [12073]     0.06    11.57     1.39    26.96    14.96     0.22    64.33     0.03
## [12081]     2.07    20.55   134.99     0.00    53.77   142.97    11.21     1.08
## [12089]     9.28     1.63 23012.77   145.30   328.41   304.64     0.05    23.63
## [12097]     2.72     8.61     0.22     0.78  2527.67     0.07   109.36    14.62
## [12105]    20.85    23.90     0.09    33.90     3.92     0.13   112.99     4.58
## [12113]     0.12     6.97     0.13    11.88     0.00     0.00   150.12    23.40
## [12121]     4.25    19.49     5.66    20.01     0.00     0.00     0.03     7.66
## [12129]     1.22     0.01     0.00     2.05     0.00    72.57     1.76    76.26
## [12137]    11.58     9.27     6.41     4.26     0.00    11.29     8.60     0.00
## [12145]    25.81     4.56    59.76    16.55    93.76     0.00     0.00    30.07
## [12153]     0.00    19.16     0.00   193.91    52.85     0.01    19.82    20.84
## [12161]    21.52   102.04    33.45     5.68     1.80     2.24     2.77    78.71
## [12169]     0.35     0.00     5.12     0.01     0.00     0.00     0.00     0.07
## [12177]     0.11     0.00   222.10    74.79     0.41     3.57    33.09    24.19
## [12185]    18.32    32.35     0.03    16.17    70.49     0.15     0.01     0.00
## [12193]     0.28     5.19     3.50   191.11     0.05     0.60     0.00     0.29
## [12201]    16.15     0.16     0.04     0.03     5.16    42.85     0.25     0.65
## [12209]    14.44    98.34     0.48     5.52     1.32     0.00     0.00     4.71
## [12217]    22.71    32.53     0.08    10.91     0.01     0.00     0.00    22.92
## [12225]    10.82     4.58    38.89    11.10     0.00     0.94    14.79     0.00
## [12233]    10.12     6.86    17.86     0.00     0.00     0.01     0.00    33.32
## [12241]   411.01     0.00     4.24     0.00     0.93     0.00     0.18     3.67
## [12249]     0.01   377.81     0.00     0.00    11.65    36.98     6.71     0.03
## [12257]     0.00     0.25     0.21     0.00     5.11     6.11    18.36     0.32
## [12265]     0.03     7.84     0.62     5.23     4.06     0.00     2.56     2.82
## [12273]   181.12     9.39     3.64     3.52     0.39     3.70    23.24     0.21
## [12281]     1.82    30.38     0.00     0.00     0.00    50.58     0.01     0.00
## [12289]    12.64     0.00    38.52    19.34     8.70    13.85   193.67    28.40
## [12297]     0.01     7.59    80.86     0.12     0.23     1.48     9.83    15.48
## [12305]    15.87     0.14     0.33     0.00    12.02     8.89     0.09     2.87
## [12313]     7.97     0.00    79.63     0.00     3.31     4.17     3.86     5.65
## [12321]     0.00     0.00     4.78     5.58    18.16   560.19   109.40     0.02
## [12329]     0.09    21.70     0.15   106.69     2.68    19.97     0.00    36.07
## [12337]     0.00     0.04     0.01     0.02     4.51     0.02     2.36    17.34
## [12345]   240.12     4.53     0.07     3.54     0.01     0.21     3.08     3.03
## [12353]    16.63    86.27     0.00     2.44     0.27     6.53    49.01     0.02
## [12361]     0.31    30.69   122.00     6.54     0.00     0.00     0.04     0.00
## [12369]    72.14     0.00    18.62    12.73   170.40     0.00    12.49   388.82
## [12377]     2.85     2.41    68.05    10.52     0.00    15.03     4.31     0.01
## [12385]    14.89    28.58     0.31     6.38     9.18     0.00     0.23    47.69
## [12393]     0.01     0.00    20.93     1.15     0.06     0.00     0.01     0.00
## [12401]     0.00     0.00     0.00     0.00    11.21    15.88     9.61    13.16
## [12409]     3.92     0.00     0.00     0.00    27.11     0.11     0.50    10.67
## [12417]     0.00     0.06     0.16     5.24     0.25     6.91     0.00     0.04
## [12425]     0.92    26.26     5.05     0.37     0.00     0.00    31.04     0.00
## [12433]     2.72     9.66     0.00     2.71     0.00     0.00     9.17     0.00
## [12441]     0.00     0.02     0.02    10.77   134.09   292.32     2.33     0.00
## [12449]     2.61    63.37     0.00     3.12    37.64     2.62     0.00     2.54
## [12457]    31.88    28.68     0.00     0.16   299.35     1.67     2.79    11.18
## [12465]     0.01    10.00    52.20    10.59    10.34     0.00   144.03    61.73
## [12473]    76.39     0.00    53.73   279.79    53.68     0.00   124.49   140.64
## [12481]    15.99   177.99    19.78     0.00    11.97     0.90    16.31     0.17
## [12489]     0.00     3.94    48.98     0.00     0.42     0.00     0.00   149.12
## [12497]     6.96     9.09     0.00     0.00     0.00    12.05     0.05    12.82
## [12505]     0.02     0.00     6.03     0.00     0.00     0.82     0.11     0.35
## [12513]     0.50    33.46     0.00     0.03    12.17     0.00    12.21     0.00
## [12521]   197.57     1.55     0.43    27.73     3.28    18.92     0.00     0.30
## [12529]     2.80     0.00     3.88    13.39     0.69    18.72     3.49    19.53
## [12537]   426.17     4.46     1.05     6.78     0.47     0.01     5.47     0.43
## [12545]     0.17     0.33    49.08    37.48    14.68   214.44     0.02     1.27
## [12553]     0.00     0.05     0.05     4.83    26.95     0.04     0.03    45.69
## [12561]     5.01     0.09     0.00    67.33   120.16     2.78     0.00     0.00
## [12569]     0.01     7.78     0.03     0.00     5.27    12.02     4.28     0.06
## [12577]     0.51     5.61     0.38     4.06     0.00    15.65    43.41     0.00
## [12585]    10.57     0.00     2.60     7.75    20.67    19.96     0.75    27.57
## [12593]     0.00     0.23     0.06     0.11    83.94    12.39   480.44     0.02
## [12601]    73.31    42.78  1802.48    10.15     0.05     0.00     1.00     4.93
## [12609]     2.37   202.01     6.40     8.73     0.11     0.00     0.11     0.14
## [12617]     0.00     0.43     0.00     0.01     5.36     0.01     0.00    50.11
## [12625]     5.12     0.03  1974.53     0.07     5.69     0.00     0.01    54.60
## [12633]    27.74    60.37     4.01     0.24     3.21     0.88     2.55     0.01
## [12641]     7.10     5.67    47.58     0.09     0.00     0.01     0.01     8.67
## [12649]     0.59     0.19     0.00    18.05     0.01   307.11     0.00     6.67
## [12657]     0.47     4.68     4.24    47.37     0.77    38.08     0.00     0.00
## [12665]     0.40     0.00     0.01     0.11     8.78    41.13     7.47     0.00
## [12673]   108.07     6.17     0.00     0.02     0.00    16.37     0.00     0.00
## [12681]     3.55    51.05    22.95     4.92    21.66     2.79    22.54     1.74
## [12689]     0.03     0.00     6.02    13.95     0.01    30.49     2.29     0.00
## [12697]     1.65     0.02    23.18     0.00     5.96     0.00    13.66     0.03
## [12705]     0.04     0.00     0.02    85.64     0.17     3.31     0.00     0.00
## [12713]     0.21     0.00     0.53     3.99     0.00     0.00    10.44    20.27
## [12721]    68.77    32.21     0.13     2.04     1.71    19.14    14.96  1137.75
## [12729]     0.08     2.54    40.98     0.00     6.18     8.26   147.14     0.60
## [12737]     0.40     1.20     0.00     3.03     0.00     0.00     0.13     0.00
## [12745]    10.49     0.00     5.25     0.00     0.00     0.02   134.38     0.00
## [12753]     0.16     3.62     0.00     0.89     0.00     0.01     0.00     0.00
## [12761]     0.13     2.85     0.94     0.00     5.40     0.00     0.04     0.00
## [12769]     0.00    23.70     0.30     0.00    69.51     0.01     3.88     4.17
## [12777]     0.00    10.23     2.36     8.44     0.01     0.00     0.07     0.70
## [12785]     0.07     0.00    36.95     0.83     0.00    17.35     0.00    20.38
## [12793]     1.22    19.20   102.44    17.85     7.39     7.07     6.14     7.24
## [12801]     0.00     0.02     0.00     0.00     0.00   119.87   101.03    26.38
## [12809]    36.47     0.00     0.00     0.76   109.66    19.74    24.31     0.01
## [12817]     0.00     0.05    18.00     0.32     0.01    13.43     0.14     0.00
## [12825]     2.46    25.30    34.75     0.00    18.29     5.12    75.31   242.46
## [12833]     3.31     3.07   946.48     8.51     0.22     0.06     1.76     3.18
## [12841]     0.00     6.41     0.00     0.16     0.00     0.11     0.00     0.04
## [12849]   168.84    15.89     5.57     0.01     0.23     0.25     9.48     2.32
## [12857]     0.00     1.65     0.62     0.26    49.80    20.27     0.00     4.32
## [12865]     6.56     2.29     9.32     2.26     3.91     0.18     0.00     0.00
## [12873]     0.00     0.00     0.93   255.60    14.89     0.00     0.00    70.56
## [12881]     0.00     0.01     3.71     0.00     0.00     0.00     0.13   218.31
## [12889]     0.00     0.60     0.07     0.56   120.31     0.03     0.01     0.00
## [12897]     0.00    56.62     6.05     0.00     0.00     0.00    15.09    29.80
## [12905]     7.66     1.99     0.00    39.14     8.42     4.73     0.07     9.50
## [12913]     0.00     0.06     0.03     0.00     2.34     4.51     4.63    10.66
## [12921]    23.90     0.19     0.00    36.57     0.00    12.29     0.01     2.72
## [12929]    47.46     0.21     7.63     0.00    18.87     0.14     0.00     0.00
## [12937]     0.01     0.04     0.16     1.00    43.94    52.42     0.00     0.00
## [12945]     0.01     8.56     0.00     0.01     3.35     0.00     0.65     0.09
## [12953]     6.99    22.48     4.13     2.82     1.22     0.62    37.21    19.42
## [12961]     0.00  6813.60     0.12    22.74    50.29  2566.99     0.00    22.02
## [12969]    96.91     0.00     0.36     5.05     0.00     0.03     1.73     0.05
## [12977]    19.26     0.02     0.00     3.45     0.00     0.00     0.19    24.25
## [12985]     0.00     0.00    89.49     1.71     4.87    21.86     0.00    15.67
## [12993]     0.01     0.52     0.05     0.00     2.39     0.86    42.34     0.18
## [13001]     0.00     5.50     0.00    12.37    13.54     7.51    43.32    20.33
## [13009]    28.49     2.47     0.02    92.03     4.32     0.00     3.12     3.51
## [13017]    21.00   373.93     2.68     0.00     8.74     0.00     0.00     0.00
## [13025]     0.00     0.00     0.00     0.07     6.87     3.90    18.70   104.23
## [13033]     1.79     0.00     7.31     0.00     3.10     0.00     0.00     0.00
## [13041]     0.00     0.03    12.70     0.07     0.31     0.00    72.78     0.00
## [13049]     7.94     0.34     0.00    21.31     0.06    31.73   410.49     9.49
## [13057]     0.00     0.02     4.63     0.22   112.13     8.42     0.00     0.00
## [13065]     0.00     0.00    12.50    69.57    11.20    14.69     0.47     0.14
## [13073]     0.00     0.14     0.00   166.68     0.35     0.00     0.00    41.43
## [13081]     0.20     4.92     0.00     2.69     8.74     0.00     0.49     0.00
## [13089]     0.00     0.07    13.30     0.00     0.00     0.37     0.43   135.50
## [13097]    10.99     7.10     0.00     3.76     0.00     0.00     0.00    18.32
## [13105]     4.63     3.44     1.01     4.13     0.02     0.00     0.00     1.90
## [13113]     0.00   118.13     0.65     0.00     4.93   249.16    19.45     0.00
## [13121]     0.18     0.48     0.15     0.05     0.00     0.01     0.25     0.00
## [13129]   156.76   252.15     1.63     5.95    17.51     0.95     0.00     1.00
## [13137]     0.00   114.36    65.15     2.35     6.24     0.00     0.00     0.00
## [13145]     0.00     0.33     0.00    78.65     3.45     9.24    29.42     0.00
## [13153]     0.12     0.00     2.13     0.00  1090.24     9.70     3.67     0.00
## [13161]     0.11     0.00     0.00   148.35     2.07     0.02    10.59     0.50
## [13169]     9.38     0.41  7257.94     0.00     0.04     1.76     0.05     0.54
## [13177]    14.34    40.90     4.84    11.23     0.02     6.37     4.36     2.88
## [13185]     3.46    46.49    23.15     0.06     0.05    33.22     2.27    11.15
## [13193]     0.86    12.80     0.08     8.84     0.00    10.35     7.18     0.03
## [13201]     0.00     0.03    48.97     0.29     1.28     0.00    14.70     0.00
## [13209]     6.43     1.86    24.41    42.35     0.15     6.99     2.64     6.69
## [13217]     0.01     0.20     0.43     0.36     4.75     0.63     0.00     2.05
## [13225]   518.72     0.00    34.43     0.00     3.67    18.77    12.24    22.14
## [13233]    36.96     0.15    27.53     1.92    51.91     0.02     2.30     0.02
## [13241]     0.01   127.62     0.00     5.42     3.15     0.10     0.42     3.70
## [13249]    32.33    15.71     0.22     4.83     0.06     0.00     0.00     0.12
## [13257]     0.00     0.05     0.10    13.45     1.55     3.84    93.09     3.51
## [13265]     1.40     4.12     0.64     0.00     0.00     0.04    14.83     8.24
## [13273]     0.00     0.61     0.00     0.00     0.00     0.55     0.00     0.00
## [13281]    11.75     0.00     0.02    21.11   209.48     0.00     0.00     0.48
## [13289]   108.78     7.83     9.83     0.00    22.46   395.54     0.00   193.62
## [13297]     0.00    20.11     2.05     4.20   146.13    27.78     1.70     9.51
## [13305]     1.73     0.25    20.83     2.79    47.53     0.02     2.88     8.61
## [13313]    11.34     2.91     0.68     0.00    55.17     0.00     0.55     0.00
## [13321]     2.92     0.00    45.13     7.40     0.29     2.72     0.10    10.70
## [13329]    57.65     0.00     0.00     6.52     0.00    32.79   456.69     0.09
## [13337]     0.00   128.80     0.00     1.61    62.70     0.34     0.24     1.02
## [13345]     0.04     0.70     0.00    74.33     0.91     0.03    14.05     4.40
## [13353]     0.00     0.00    21.41    26.73     0.31     0.00  1118.66    24.04
## [13361]     5.22     0.34     0.08     0.04    13.96    39.04     8.75     0.00
## [13369]     8.97     0.00     2.47     2.18     8.88    20.13    10.44     0.00
## [13377]    10.99   476.41     3.05     9.54     1.41     5.35     0.00    96.82
## [13385]     0.29     5.03    12.97     0.00     0.01     0.18    33.60     1.32
## [13393]     4.49     2.69     9.40     0.04     0.00   161.89     1.04     0.10
## [13401]     0.00     0.01     0.01     4.68     6.79    63.50     5.36    43.16
## [13409]     1.62     0.01     0.02     0.43    12.56     3.82     0.79     0.00
## [13417]     8.37     0.00    22.61    21.98     0.00    37.94     2.49     3.67
## [13425]     0.00     0.00    16.59   116.35     4.78     0.33    72.08    55.36
## [13433]     0.00    27.20     0.00     6.16     8.95     2.90     8.62     0.00
## [13441]     0.35     2.21     0.00     0.00     0.00     0.00     0.00     2.07
## [13449]    13.46     3.25    36.83     3.06     0.00     0.00    13.94     0.00
## [13457]    35.19    16.28  5573.75    69.46     0.17     0.00     0.00     3.15
## [13465]     0.22     0.00     0.00     0.00    10.94     4.17     0.66     0.08
## [13473]     0.02     1.00     3.05     0.19     0.01     1.51   166.40     0.21
## [13481]     1.49     5.17    17.09     0.01     4.15     0.42     0.08     0.03
## [13489]     0.00     8.89     4.30     0.01     5.80     0.00     9.07     0.00
## [13497]     9.51     0.05    14.79   106.06     0.00     2.15    11.93    18.76
## [13505]     3.78     3.27     0.00   113.21  2452.46     1.45    45.95     0.00
## [13513]    94.96     0.21    33.98     0.17     8.68     3.80     0.62     0.01
## [13521]     0.67     0.16     0.00     3.46     7.57    11.87     0.27   155.02
## [13529]     0.31     0.06     0.00   242.70    23.26     0.00     0.81    90.55
## [13537]     0.00     6.97    89.34     4.07     0.00     5.23    12.26     0.00
## [13545]    11.62     0.00     0.04     0.00     0.00     0.23     0.61    24.18
## [13553]     0.00     0.00     0.00     0.00     2.26     0.00     0.00    17.35
## [13561]     0.18     0.11    18.90     0.01     3.81    16.09    68.80     0.00
## [13569]     4.23     1.41     0.00     0.11     2.94     0.01     0.08     4.63
## [13577]     1.07     5.34   110.75     8.61     0.00   193.54     6.90     0.00
## [13585]     0.50     0.00   128.34     0.07     0.01     5.67    39.45     0.46
## [13593]   101.71    85.46    11.58    42.56     0.06    10.58    22.37    35.80
## [13601]    35.19    18.31    33.12     0.00     0.01     0.00     1.76     0.00
## [13609]     0.23    50.83    13.90     0.23     7.78     9.74     4.99     0.45
## [13617]     1.24     0.15     6.18    88.32     0.00     0.03   465.18     0.04
## [13625]    64.79     2.46    36.79     0.16    74.85    10.29   397.15     0.00
## [13633]     0.84     0.00     1.10    87.65     0.06     0.02     9.76     5.79
## [13641]     0.24    69.05    10.41     9.82   150.84     0.00     0.00     0.00
## [13649]     4.25     0.15     0.02     0.00     0.00     1.41    14.90     5.21
## [13657]     1.79   316.98     6.04     0.31    12.12    33.35    46.77    66.29
## [13665]    60.66     0.30    98.86     3.31     3.49   279.01    45.29     0.00
## [13673]    79.96    27.59     0.00     4.22     0.00     3.22     0.05     2.83
## [13681]    14.69     0.00    12.98     0.14     4.28     0.00   276.10     1.75
## [13689]     0.00   273.86     0.00     9.25     0.00     1.15    82.79   144.50
## [13697]     8.23     0.00     0.01   120.58    33.17    38.41     0.00    27.93
## [13705]     0.93     4.07     0.00     2.83     0.98     0.06     6.22     0.00
## [13713]    10.67     8.03     0.00     8.81     8.11     0.00    13.03     0.94
## [13721]     0.03     0.00    21.86     1.03     6.92     2.26     0.04     0.00
## [13729]     0.06     0.39     0.92     0.95     6.29     0.24     0.00    28.83
## [13737]    14.71     8.42    74.59    72.92    11.42    13.63    15.48     3.99
## [13745]     0.00    12.90     3.70    61.55    85.07     0.01     0.95     0.88
## [13753]     0.35     0.00     1.34     0.00     0.00     0.00     0.00     2.70
## [13761]    59.27     0.00     0.08     1.35     0.00     0.00     0.22     0.00
## [13769]     2.45     0.00     8.29     0.00     0.00    73.40     0.00     4.17
## [13777]     4.71     0.00     0.01     0.00     0.00     0.00   819.04     0.00
## [13785]     0.05     9.46     0.25     0.33    69.23    19.04     5.20    24.39
## [13793]    11.80     0.08     4.99     1.33     0.14    26.13    13.68     9.11
## [13801]     1.00     0.00     0.50     9.56    13.54     6.85     0.30     8.45
## [13809]    10.55    50.24     0.39     0.00     6.56     3.95     0.14     1.57
## [13817]     0.00     0.00     0.35     0.00     0.00     0.00     0.02    10.64
## [13825]     0.02     0.00    32.40    21.80     4.63     0.00     0.00     8.02
## [13833]     0.00     3.41     0.03     1.51     0.01     0.00     0.04     1.15
## [13841]     9.10     1.92     0.20   224.26     1.02     0.00     1.55     1.74
## [13849]     0.69     0.01     0.00     0.05     0.00     9.02     0.00     0.00
## [13857]    10.35     0.00     1.53    14.88     2.49     3.24    10.47    35.93
## [13865]     0.00     0.40     0.00    52.55     0.00    14.66     0.00     0.72
## [13873]     0.00    22.84     0.00     0.26     2.80    15.79     0.59     0.93
## [13881]     0.00     0.00     0.07     0.01     0.00     0.62    35.72    10.57
## [13889]     0.05     0.01    13.38    28.09    67.42     0.00    46.34     0.02
## [13897]     2.54     1.97     0.03    16.65     1.69    22.98     4.47     0.00
## [13905]     5.18     5.05    20.05     0.49    24.16     9.27     1.50     0.04
## [13913]     0.03    29.33    33.68     0.37     7.90     0.86     0.01     0.00
## [13921]     6.19     0.00   163.28     2.58     0.00     2.82     0.04     0.00
## [13929]    13.10     0.34    27.76    25.45     0.00     0.00     0.00    40.52
## [13937]     0.02    27.14     0.00     0.15     0.00     0.00     0.01    15.54
## [13945]     3.06    15.95     0.00     3.42    11.89     0.00     0.05    34.37
## [13953]     0.36     1.50    22.69     0.01     0.05     0.02    17.88    28.14
## [13961]     4.29     0.00     0.26     0.00     0.00     0.00     2.37     0.01
## [13969]     8.62     0.01    28.41     0.00    45.97     0.04     7.32     0.00
## [13977]     1.22     0.00     0.01     0.00     0.11     0.00    52.88     6.42
## [13985]     0.01   187.01     0.00     8.87     0.90     0.04    38.52     5.12
## [13993]     1.25  4675.72     6.49    24.41    13.51     0.01     0.31    36.30
## [14001]     8.45     3.91    30.52     0.08     0.00    46.45   345.13     0.20
## [14009]     9.73     0.00     6.01     0.00     0.01     0.48     0.00     0.82
## [14017]    75.12   442.42     0.04     0.01     0.04     2.26    20.13    99.21
## [14025]     3.70    57.69     0.03     5.26     0.00     0.04    98.75     2.86
## [14033]     3.95    20.97     1.30     0.02    75.97    74.54     0.92   123.57
## [14041]     7.27     0.00     0.00     0.17     3.73     0.00    46.05  8401.59
## [14049]    49.38    45.39    15.76     0.04     0.21     0.09     0.00     0.10
## [14057]     0.19     0.00     3.05    11.12     0.00     0.00   212.82     5.85
## [14065]     9.01     0.04    47.59     6.52     1.76    20.31     0.01     1.96
## [14073]    15.42    13.51    43.38     0.51   183.10    43.03     2.00     0.00
## [14081]     0.00     0.00     0.00     1.99     0.80     0.00     8.89     0.16
## [14089]     0.04    14.67    34.29     0.03     0.06     0.55     1.71     0.05
## [14097]    13.21     0.00     0.00    26.57     0.00     0.00     4.85     0.32
## [14105]     1.55    28.03     2.32     0.00     0.00     0.00     0.11     0.00
## [14113]   116.94     0.71     3.04     0.00     0.00    10.46     5.20     0.03
## [14121]     0.89     2.43    15.99     0.04    69.55     0.81     0.09     8.01
## [14129]     0.00    19.63     0.98     0.00     2.12    11.78     0.08     0.00
## [14137]     1.41     0.00     0.12    22.77     0.00     0.00     0.02     0.00
## [14145]    25.30     1.76     8.12     0.05     0.00     1.73     1.10     6.50
## [14153]     0.02     7.82     5.99     0.38     1.71    44.49    97.76     0.00
## [14161]     0.17     0.02     0.00   289.42     0.00     0.09    29.38     0.86
## [14169]     0.01     9.68     0.00     0.03     0.00     2.18    48.51     0.02
## [14177]     0.49     1.09     8.14    45.05     0.00     0.74     0.00     0.56
## [14185]     0.01    36.37     2.71    55.30     0.69     0.00    21.23     7.54
## [14193]    37.14     0.00     1.17     5.09    27.05     4.77   220.67     0.00
## [14201]     5.99     8.97     3.03    77.32   239.04    31.33     3.14     0.07
## [14209]    49.05     0.00     0.00   158.85     6.12     0.80    29.48    49.08
## [14217]     0.68     0.06    32.66     0.00     2.38     0.00     0.00     0.02
## [14225]     0.02    88.27     0.09   118.48     4.31     0.01     0.72     3.02
## [14233]    69.82    10.34     0.04    28.56     0.00     0.00     3.61    24.57
## [14241]    15.99    18.43     0.00     0.13     0.02     0.65    54.29     0.00
## [14249]   617.50    76.70     2.50     5.63     0.01     0.19    54.67     0.00
## [14257]   170.64     0.03     0.42     8.01    26.09     0.64     0.01    20.47
## [14265]     0.22     0.05    19.25     4.82     3.57     4.15     0.00     7.41
## [14273]     4.16     1.01     0.48     0.01    12.25     0.00    24.37    11.51
## [14281]     3.56     5.63     4.24     0.00     2.09     0.93     0.00    26.97
## [14289]     2.76     2.57     0.00     0.00     7.27     0.43     0.03     0.02
## [14297]     1.18     0.01     6.66     0.03     4.67     0.00     0.00     0.78
## [14305]     1.56    36.22     0.00     0.00     0.07     1.04     0.00     0.00
## [14313]     4.30    14.85     0.00     0.19     0.00     0.11     0.00     0.00
## [14321]     0.00     0.02    34.81     0.00    21.42     4.11     9.09     0.13
## [14329]     0.05     0.00     5.83     0.06     0.01     0.94    20.66     0.00
## [14337]     0.01     4.26    15.58     0.00     0.01    37.94     0.00     0.02
## [14345]     3.31     0.18    52.70     0.00     6.41    10.98   106.85     0.02
## [14353]   113.20     4.91     0.32     1.67    10.68     3.53     6.47     0.00
## [14361]     5.49     0.00     0.38     0.00     0.10     1.16     9.82     0.00
## [14369]     0.67     0.00     0.49    31.70    21.51     0.06     0.00     0.00
## [14377]     0.04     0.36    17.36    21.41     0.19    45.01     0.17     4.04
## [14385]     0.00     0.00    31.23     1.60     0.00     0.01     6.54     2.80
## [14393]     0.00     0.00    35.64     0.12     0.01     0.00    18.56     0.01
## [14401]     0.33     0.16     3.78     0.01     0.02     2.48     1.39    12.49
## [14409]     5.71     0.00     0.00    54.65     5.30     0.00     9.44     0.00
## [14417]     0.00     0.00     0.02     4.54     0.00     1.21     0.00     0.00
## [14425]     3.06     0.01     1.59     0.00     1.63     0.13     0.00     0.00
## [14433]     0.01    13.44     0.13     3.00     0.00     0.09     3.00    56.29
## [14441]     0.03    13.38     0.00     0.00     1.91     2.76     0.00     0.00
## [14449]     0.20     0.00     0.16     3.70     1.31     2.34     0.00     6.66
## [14457]     1.73     0.00     0.00     0.11     0.48     5.18     0.26   348.25
## [14465]    62.26    82.24     0.00     5.03     2.44     0.08     0.00     0.00
## [14473]     0.02  1131.73     0.56     1.11     8.16    27.93     9.07     2.55
## [14481]     0.16    13.90     0.00     8.25     0.02     0.00     0.70     2.68
## [14489]    29.86    56.20     0.00     9.68     0.00    55.25     0.02     2.56
## [14497]     0.00     1.07     0.00     0.00     0.00     0.33   760.36     0.00
## [14505]    30.31     7.86    82.36     4.75     3.94     0.02   129.50     0.14
## [14513]     0.73   141.68     0.00     0.00     0.42     9.62     0.00     0.59
## [14521]     7.17     0.03  2378.84    15.14     3.80     0.05     0.01     3.76
## [14529]     8.44    43.47     0.00     0.12     7.76     0.00     3.96     5.80
## [14537]     0.01     3.41     0.11     0.00     0.00     1.18     0.00     0.00
## [14545]     0.00     0.14     7.94     0.15    32.79     0.00     0.25     0.80
## [14553]     0.00     0.01     7.35     1.21     0.44     0.00     4.86     8.26
## [14561]     0.65     0.00     2.57     0.00     5.20     0.00     3.93     0.00
## [14569]     3.78     0.00     2.52     0.10     3.74     1.29   195.29     0.00
## [14577]     0.00     0.45     0.00     0.00     0.08     5.91   124.81     0.59
## [14585]     0.00     9.83     0.00     0.86     0.00     0.00    19.01     0.00
## [14593]     0.75     0.00     0.08     5.64     0.00     0.61     0.00     0.00
## [14601]     5.02     0.00     0.00     0.00     0.00     8.90    91.46     0.22
## [14609]     0.00     0.12    71.39     2.20     1.51    19.15     0.00    17.94
## [14617]     0.27     0.00     2.58     6.93     3.19     6.43     0.00     8.36
## [14625]    12.27   229.67     0.00    84.87     0.00     9.97     0.00     0.00
## [14633]     0.00     0.00     0.00     0.30    61.76   378.07     2.12     0.00
## [14641]     1.17     0.00     0.02     0.00     0.00    37.27     0.00     0.00
## [14649]     0.00    57.81    20.42    19.70     0.00     0.02    24.42     0.00
## [14657]   489.60     1.75     0.00    10.17     1.98   110.07     4.13   103.81
## [14665]     0.00    10.21     0.01     0.00     0.00    53.60     1.53     0.04
## [14673]     0.54   313.84     0.15     6.05     0.00     0.00    97.99     5.12
## [14681]    99.01    15.18     0.03    83.23     0.11    21.23     0.00    32.40
## [14689]     4.01     0.23     0.00     0.00     0.53     0.00     0.00     0.01
## [14697]     0.00     1.60    62.24    60.08     0.17     0.00     1.02    14.96
## [14705]     2.61    12.13     0.14     0.37     0.12     0.00     0.00     0.00
## [14713]     0.00     0.00     0.00     6.73    26.64    10.21     6.12     1.99
## [14721]     0.00     0.03    12.91     1.43    31.91     0.00     0.00     0.06
## [14729]     0.01     4.85    43.06   100.87     0.29     0.08    14.95     1.26
## [14737]     0.00     0.33    76.33    34.72     0.00     0.00    43.69     5.69
## [14745]    29.85     0.21    44.69    22.38     5.29     0.00     1.07     0.09
## [14753]     0.04     3.47     3.88     0.02     0.00     0.77     0.00     7.44
## [14761]     0.00     0.00     7.64    44.54     0.00     0.00     0.00     0.00
## [14769]     0.00     0.00    16.20     0.00     0.65     3.68     0.74     0.03
## [14777]     0.40    12.27    12.22  1330.83     0.00     2.88     0.20     4.97
## [14785]     0.14     0.08    97.55     0.67  4010.25     0.00     0.00     0.05
## [14793]     0.00    19.90     0.10     0.93    19.48     0.00    12.84     5.36
## [14801]     0.00     0.00     0.65     0.00     8.10    18.51     0.47     6.77
## [14809]    17.04     0.87     0.39     0.00     0.00  3368.81     0.01     0.29
## [14817]    18.76     2.01     0.00    16.97    10.23     0.09    57.95     0.02
## [14825]   165.58     0.12    55.44     2.72     0.91     0.06    21.71     0.00
## [14833]    12.11     0.01     1.09     4.52     2.98   179.36    95.84    46.44
## [14841]     0.11     6.51     0.06     0.00     0.00     0.08     0.00     0.05
## [14849]     0.37    44.65     0.29     4.53     0.92     0.40    15.14    25.78
## [14857]    19.79     0.00     0.32     0.84     0.02     0.00     0.57     0.25
## [14865]     0.00     3.41     0.00     0.10     7.08     0.12     0.00     0.15
## [14873]     2.67     0.23     8.89     0.00     7.16     0.00    53.37     0.02
## [14881]     0.20   156.40     1.76     0.00     0.06     0.47     1.21    88.00
## [14889]    55.92     3.74     0.00     0.00   411.85     0.00   109.24     0.00
## [14897]     0.00     0.04     0.29     5.06     0.00     0.00     1.00     0.00
## [14905]    11.04     0.00    15.46     7.02     0.21     0.01     1.12     0.01
## [14913]    16.27     0.00     0.12     0.34     0.42     8.78     3.01     0.02
## [14921]    10.04   131.35     0.00     0.00     0.00     0.00     0.00     0.00
## [14929]     0.01    74.19     2.08     0.00     0.61     3.21     2.00     2.59
## [14937]     0.06     0.10    41.13    99.56   143.93     1.74     0.24     0.00
## [14945]     3.72     0.00     0.00     0.84     1.75     0.00    16.98     0.33
## [14953]     7.74     0.00    13.25     0.08    44.61     0.00     0.30   113.51
## [14961]     0.73    35.52     0.02    19.39     0.00     0.00     0.11     0.02
## [14969]     0.00     0.00     0.01     5.47   118.56     0.00     2.34     0.00
## [14977]     8.34     0.02     3.33     0.02     0.04     0.03   188.66     3.04
## [14985]     0.03     0.01     0.00   404.39     0.00     0.00     0.00     3.05
## [14993]     0.62    12.74    71.39     0.00     0.00     4.80     8.91    11.17
## [15001]     9.66     0.00    56.27     0.00     0.20     4.94    13.08     4.22
## [15009]     3.24     0.91     0.04     1.21    23.12     0.01     0.00     0.27
## [15017]     0.35     0.00     0.06     0.03     0.04     0.00     4.42     0.00
## [15025]     4.96     1.59    18.04     0.05     0.00     0.00     2.88     0.63
## [15033]     0.00     2.78     0.71     0.00     6.64     5.41     0.02     0.00
## [15041]     0.10     7.69     0.00     0.02     0.00     3.97    21.62     0.12
## [15049]    21.87     4.29     0.07    94.64     0.25     0.00    82.69  2756.09
## [15057]     6.87    12.81     0.00     0.00     0.00    80.95    12.33     0.09
## [15065]     0.16   179.21     4.34     0.00   313.62     0.01    42.43     0.00
## [15073]     0.00     0.00    17.71     0.00     0.00     7.61    80.23     2.84
## [15081]    61.55     0.00     5.97    42.08     0.07     0.11    45.87    24.72
## [15089]    23.09     4.37    11.60     0.00   150.12    60.89     0.09     0.23
## [15097]     8.48    19.05     3.72     0.00     2.41     0.80     0.07     0.71
## [15105]     0.00    13.37    68.97     0.11     0.00     0.00     0.03     0.05
## [15113]     3.67     0.03     0.00     2.57     0.00     0.00     0.31     0.42
## [15121]     0.48     0.07     0.00     0.57     0.10    48.93    12.30     0.48
## [15129]     0.00     0.86     2.11     1.21     0.00     0.00     0.00     2.22
## [15137]     0.00    24.21    68.49     0.01    27.51    14.85     0.21     0.02
## [15145]     1.21     4.03    16.84     0.00     0.00     1.01     0.14    14.12
## [15153]     0.00     7.32     1.35    28.80     0.01    63.20   105.82     9.82
## [15161]     0.20     0.10     0.00     0.35     1.04     0.00     0.00     0.01
## [15169]    10.93    24.96     6.18     0.00     0.04     0.00     3.26     0.00
## [15177]     0.01     1.14     1.12     3.69     2.46   192.66     0.00     0.03
## [15185]     0.01     3.79     0.00    31.46     3.08     1.79     4.82     0.05
## [15193]     0.00     0.16     4.37     0.78     0.13    15.95     0.06     0.08
## [15201]     1.04     0.00    16.59   224.96    11.05     0.21    28.67     2.14
## [15209]     9.85     0.00     0.00     1.84    57.42     0.00   208.76     0.01
## [15217]     9.70     0.09    16.40     1.28     0.36    27.63    12.76     0.00
## [15225]    90.42     0.69    73.71     8.26     0.00     0.01     9.35    23.72
## [15233]     0.02    20.69     0.95     0.00     3.76     8.56     0.00     0.46
## [15241]     0.00     0.01    30.77     6.07   133.85     0.15     0.01     1.16
## [15249]     2.37   203.84     7.77     0.10     0.04     6.14     0.00     1.43
## [15257]    32.66     1.50     0.22     0.33     1.57     8.62     7.81     0.02
## [15265]     5.67     0.00   143.03     0.00    14.03     0.00     0.00     0.07
## [15273]     0.00     0.00    14.44     0.00    92.44    30.95     0.00     4.61
## [15281]     3.15    25.79     0.02     1.74    15.11    51.33     3.99     1.61
## [15289]     6.67     0.29     0.61     0.00     0.18     0.00     3.80    13.00
## [15297]     0.00     0.00    25.76     3.91     0.05   195.29     2.93     1.13
## [15305]     1.09    57.92     0.00    45.21    28.11     0.49    13.48     1.15
## [15313]     1.94     4.82     0.10    37.73     0.00     3.04    21.93     0.01
## [15321]     0.45     0.00     0.85     0.00     0.17     0.00    39.63     1.11
## [15329]     6.84     1.68     0.00    21.06     6.71     1.06     5.88     4.38
## [15337]     6.39     0.02    11.43     0.00    77.20     0.50     0.00    10.97
## [15345]     0.00     4.10     4.28    13.40     2.66     5.98     1.80     0.94
## [15353]     7.98    12.49     0.00     0.87     0.29    41.15     0.00     0.06
## [15361]     4.30     0.53     0.69     8.98    14.84    33.74     0.85    12.79
## [15369]     0.01     1.02     0.39     0.00     1.07     0.02    11.39     0.00
## [15377]     0.00     0.59     0.00    11.20     0.27     8.33     0.00   102.14
## [15385]     0.00     0.80     0.45     5.94     2.78   668.05   254.14     0.07
## [15393]     2.14     0.67     0.03    44.72   107.98     0.02     9.88     0.00
## [15401]     2.29     0.06     0.07     0.18     2.55     0.11     0.91     4.04
## [15409]     0.03     0.17     2.14     4.68    39.39     5.89     6.52     5.08
## [15417]     0.00     0.01     0.03     0.00     1.35    11.82     0.00     1.11
## [15425]     2.06     0.96     0.00   209.72     0.00    28.39    12.46    78.99
## [15433]    44.41     0.00    54.60     0.70     0.00     0.00   228.95     2.34
## [15441]     8.13    39.32     0.00     0.02     0.00     5.48     0.01     0.00
## [15449]     6.28     3.41   199.79     0.24     0.00   134.82     0.00     0.00
## [15457]     0.96     2.25     1.88     0.00    11.40     1.95     0.04     0.00
## [15465]    30.18     0.04     0.00     0.00     9.86     3.61     7.37     0.08
## [15473]     0.15     0.00     0.00     4.30     0.28     0.00     5.10     0.05
## [15481]     0.00     0.00     0.00     0.00    10.19     0.43     2.95     3.35
## [15489]     0.00   235.05     2.64     1.71     0.34     0.00     0.02     0.01
## [15497]     0.09    33.98     4.71     0.00     0.01     0.25     2.66     4.28
## [15505]     0.00     0.00     0.12     0.00    17.00     0.51     4.71     4.29
## [15513]     0.00     0.03     0.00     0.11     0.00     2.08    14.86     0.00
## [15521]    16.23     0.00     0.00     0.05    22.88     0.00    16.29    21.47
## [15529]    84.96     3.03     8.42     0.02     0.00     0.00    25.49     0.70
## [15537]     3.70     0.03    12.22     0.00     0.25    17.19     0.02     6.92
## [15545]     0.00     0.00     3.51     0.00     3.62     0.51     0.89    38.54
## [15553]     0.00    80.25     3.68     0.00     0.00     6.79     7.21     0.15
## [15561]     0.04     0.00     0.00     0.00     5.46     7.28     0.00    10.34
## [15569]     0.00     1.51     0.00     0.00    41.48     0.00     0.00     4.73
## [15577]     8.99     0.06     0.00    21.35     0.00     0.00     0.02     4.79
## [15585]     4.00     3.04     0.00     0.00     0.00     0.00  9211.14    19.90
## [15593]    11.68     0.00     2.49     0.03     0.00    15.06     0.01     0.75
## [15601]     0.34    33.11     0.00     0.00     0.00     0.32     8.93     0.32
## [15609]     4.62     0.00     0.14     3.88     2.00     0.00    14.95    48.51
## [15617]     0.00     0.01    18.51    28.55    14.45     0.21    13.36     0.89
## [15625]     0.49     0.56     0.24     7.83    14.80    21.35    12.91     0.00
## [15633]     0.00     8.08     0.33     0.08     9.02     0.00     0.04     0.47
## [15641]     0.00     4.55     0.01    19.43     0.00     1.68     0.00     0.00
## [15649]     1.07     0.24     0.06     1.87     0.44     6.59     0.04     0.00
## [15657]     2.32     1.29     6.92     0.00     0.00     0.17     4.80     0.00
## [15665]     1.46     9.02     0.00     0.22     4.73     0.00     2.89    14.39
## [15673]     6.46     0.16     5.21     2.05     0.00     0.00     9.84     0.31
## [15681]     0.00     0.00     0.00     0.00     0.70     1.70     0.00     0.00
## [15689]     0.00     0.00     0.20     0.82     0.07     0.00     0.06     1.78
## [15697]     0.00     0.00     0.00     0.59     7.40     0.00    66.68     0.00
## [15705]     0.00     0.00     0.15    40.85   116.55     0.00     0.50     0.02
## [15713]     7.25     0.00     3.87     1.20     4.89     0.62     0.63   347.56
## [15721]     0.00    61.39     0.69     0.07     6.24     0.00     0.02     0.03
## [15729]    34.33    64.04     0.01     7.17     0.00     0.00     0.00     0.00
## [15737]     0.05     0.11     0.51     5.52     0.00   295.86     1.71     0.00
## [15745]     4.80     0.00     3.80     0.84     0.00     2.27     5.48     0.00
## [15753]     0.04     3.36     0.00     0.00     0.75     0.00    38.23     0.09
## [15761]     0.12     0.00     0.00    26.90     1.99     0.00     0.00     0.44
## [15769]     0.33     0.09     0.00     0.09     0.02  2042.44     0.00    46.66
## [15777]     0.07    36.63     0.00     1.24     0.00     0.00     1.16     0.00
## [15785]     0.00     0.08    32.41     1.66     0.02     0.65     0.00     0.06
## [15793]     4.42     1.30     0.00     0.15     0.50     7.01   300.01     5.79
## [15801]     0.00     0.03     2.38     2.73    26.24     0.00     3.00     1.87
## [15809]     0.00     0.00     1.09     1.35     3.39     0.02    24.74     0.00
## [15817]     1.10     0.00    29.68     0.00     0.00     0.24     0.10     0.15
## [15825]    38.13    12.36    11.26    15.27     0.00     0.08     0.00     2.79
## [15833]     0.00     0.00     0.00     0.78    58.71     0.01     0.00     4.13
## [15841]     0.67     4.43     2.62     2.74     0.00     0.24     3.90     0.00
## [15849]     0.00     0.06     0.04   253.94    19.58    93.32     0.00     0.00
## [15857]     0.00     1.42     0.10     3.45     0.03     0.00     0.01     0.01
## [15865]     0.00     0.10     0.00     0.12     0.00     0.18     0.01     0.30
## [15873]     1.57    33.46     0.00     0.02     0.09     2.85     0.00     0.00
## [15881]     0.02     4.08     0.31     0.00     3.71     2.16    66.76     0.02
## [15889]    13.54    13.99     2.43     0.02     1.37     0.01     0.18     0.00
## [15897]     6.32     0.20     0.25     0.00     1.23     1.34     0.00     0.00
## [15905]     0.01     0.03     0.02    10.36     0.01     4.87     0.00     0.23
## [15913]    20.90     0.00     0.00     0.00     9.09     0.01     0.02     0.02
## [15921]     0.00     0.01     0.10     1.26   171.06    22.60     1.58     3.11
## [15929]     2.09     0.04     0.10   260.46   452.92     0.03     0.00     9.71
## [15937]     0.00     4.49     0.18     0.00     2.35    56.46     0.31     4.92
## [15945]     0.02     0.28     1.54    24.58     2.10     0.28    16.49     0.85
## [15953]     0.00     0.00     0.00    15.74    39.85     6.01     0.86     7.49
## [15961]     0.00     0.74     0.00     0.44     0.00     0.05     0.00     0.00
## [15969]     1.19     0.10     0.00     6.76     0.00     7.30     0.03     0.14
## [15977]     5.07    54.65     0.04     0.00     7.95     0.16     0.00     0.38
## [15985]     0.00     7.07     0.00    37.95     1.19     7.77     3.75    21.74
## [15993]     0.00     3.20     6.19     0.00     2.05     0.00     0.12    18.26
## [16001]     3.68     3.46   296.05     1.09     0.05     0.00     0.51     4.95
## [16009]     0.21   405.57     6.47     0.00     0.00     2.93     5.21     0.00
## [16017]     0.00    47.27     0.22    24.46     0.00    42.50    12.70     0.50
## [16025]     0.00    92.62     0.00     0.00     2.60     5.16     0.04   100.85
## [16033]     1.09     5.83     8.17     0.69     0.28     0.00     0.00     0.00
## [16041]     0.06     0.00     0.02     0.34     0.06     4.59     0.05     0.00
## [16049]     8.14     3.10     0.00     0.02     2.48     0.00     0.00     0.93
## [16057]     0.00     2.63  1518.87     0.00     0.06     2.60     0.03     5.69
## [16065]     0.84     1.70     0.59    13.42     0.00     0.00     0.00     6.86
## [16073]     0.00    13.81     0.40     1.03     0.00    48.19     0.04     1.85
## [16081]   133.45     0.14     0.00    27.89     0.00     0.00     0.01     3.84
## [16089]     0.54     1.31     0.11     6.63     0.27     0.00     0.00     0.00
## [16097]     3.02   256.60     0.49    50.22     7.11     0.02     0.00    23.80
## [16105]     0.12    84.97     0.00    11.82     0.00     3.03   210.11     0.00
## [16113]     0.01    11.27     1.50     0.00     0.42     0.00     0.00     0.00
## [16121]    83.72     3.18     0.07     0.29   660.80     2.79     0.02     0.00
## [16129]   240.30     3.93     0.00     0.00     0.00     0.00    21.18     0.20
## [16137]     1.97     9.63     0.00    16.62     0.15     0.00    46.65     0.02
## [16145]     0.82     2.11     0.07     1.43     0.00    83.31     3.44     5.11
## [16153]     0.00     0.24     0.00     4.49     0.30     4.60     0.17     2.12
## [16161]     1.67     1.23     0.00     0.00    17.51     0.11     0.00   196.29
## [16169]     0.28     2.88     0.00     0.00     0.08     0.00    47.24     0.10
## [16177]     4.13     0.00     0.00     0.05     0.00     0.02     0.00     0.00
## [16185]     0.53     2.90     6.08     0.00     5.69     0.00     0.00     0.32
## [16193]     0.09    12.44    46.15     2.43     5.09     3.27   902.74     8.22
## [16201]     0.00     0.00     0.04     0.45     0.12     0.00     1.33     6.34
## [16209]    13.89     0.00     2.27     0.06     0.10     0.21     4.46     0.18
## [16217]     0.02     9.13     1.38     0.85     0.00     0.00     5.18     0.00
## [16225]   318.73     1.84    57.50    91.07     0.07     0.00     3.87     0.00
## [16233]     0.00  1214.94     0.00     0.00     3.68     2.10    21.73     0.00
## [16241]     5.85    23.34     1.29    33.43    35.48     4.47     0.00     0.00
## [16249]     0.27     0.98     0.21     0.20     0.00     0.00     0.64     0.00
## [16257]    19.36     0.00     0.81     0.48     0.00    35.34    37.94     0.17
## [16265]     4.09     0.00     7.70    20.58     0.15     0.00     2.90     2.17
## [16273]     7.40     0.98     1.52    31.67     0.02     1.52     0.10     0.02
## [16281]     0.75     3.41     0.05     3.84     5.09   310.61     5.45     5.01
## [16289]     3.34     3.79     0.00     0.00     0.02     3.19     2.65    36.83
## [16297]    15.46    19.19    11.75     0.48    10.33     0.70    80.86     2.32
## [16305]     7.61     0.00     4.14     0.02    35.68     7.73     8.91     0.13
## [16313]    47.39     8.75     8.71    34.65    12.02     0.97     0.97  2129.43
## [16321]     0.00     8.22     0.00     0.00     6.63     6.35     1.86     7.83
## [16329]     0.43    14.79     6.22     1.02     0.00    22.60     0.00     0.00
## [16337]     9.05     2.06     5.89    80.92     0.73     0.00     0.09     1.37
## [16345]     0.62     0.00     0.00     0.42     0.03     0.00    46.97     2.73
## [16353]    29.69     0.66     3.35     0.25     4.96     2.61   120.75     1.16
## [16361]     0.07     0.00     0.64     0.00     0.00    22.35    13.66   300.29
## [16369]     0.16     0.78    11.25     2.02   177.87     6.80     0.00     4.12
## [16377]    15.84     0.00     0.00     0.00     0.00     0.06    10.75     0.72
## [16385]   444.37     4.82     0.00     0.00     0.42    15.74     0.00     0.02
## [16393]     0.31     2.96     0.00     0.00     0.00     0.01     3.15     0.69
## [16401]     9.59     0.00     0.00     0.02    10.12     3.48     0.00     4.74
## [16409]     1.09     0.29     3.00     0.37     1.20     0.01     0.60    23.77
## [16417]     0.22     0.00     1.46    11.17     0.00    31.36   549.17     0.00
## [16425]     1.05     2.50     0.00    34.79    12.22     0.00     0.00     6.23
## [16433]    50.72    21.10     0.08    33.31     5.93    27.51    92.07     2.61
## [16441]     0.00     0.05     0.32    51.77    71.39     9.95     6.62     0.52
## [16449]    15.99     3.81   107.80     5.12     5.67     3.87     2.20    15.56
## [16457]     0.06     3.55     0.81     2.33     0.00     9.21    16.08     6.55
## [16465]     0.00    14.41     0.00     0.08    52.87     0.00     0.00   365.42
## [16473]    21.42     5.57     0.49     2.81     0.00    14.32     0.00     0.42
## [16481]     0.00    15.76     0.29     2.17     2.43    13.18    93.32     1.86
## [16489]     0.98     0.24   152.45     0.00     0.00     3.81     8.73     1.66
## [16497]     0.31     0.00     6.90    34.49    13.36     0.00     0.00     0.58
## [16505]    42.33    10.40     0.28     0.00     0.00    21.74     0.00     0.00
## [16513]     4.05     3.11     1.73     4.56    10.97     0.09     5.88     3.15
## [16521]     1.54     0.01     4.93    17.13     3.37     0.11   342.76     0.00
## [16529]     4.56     0.00     0.81     4.58     2.35     0.00     3.46     4.93
## [16537]     0.01     0.15     5.32     2.53     6.51     0.00     0.15     2.51
## [16545]     0.14     0.00     0.00     5.86     0.00     4.46     0.00     7.56
## [16553]     0.00     0.00     1.79     0.23     0.00     0.00   130.70   163.31
## [16561]     0.00    14.23     1.58    23.53     0.00     0.08     2.29     2.20
## [16569]     0.05     2.15     0.00     1.69     0.00    89.03     0.00     0.00
## [16577]    19.56     0.00     4.84     0.70     9.14     4.83     1.19     0.00
## [16585]     2.48     5.15     0.00     0.78     7.43     7.08     5.43     0.21
## [16593]     0.05    27.05     0.05     0.00     0.17     0.02     0.12    20.81
## [16601]     3.40     3.58     0.06     0.00     1.04    39.51    28.14     0.00
## [16609]     0.62     0.19     0.00     0.03     1.43     0.00     0.03     0.00
## [16617]     0.00    14.83    12.29    18.53     0.04     0.00     3.27    11.96
## [16625]     0.57     0.00     0.00     4.91  1282.20     0.00     0.00   169.16
## [16633]  1053.84     0.92     0.07  8041.89     2.94     2.17     3.74     0.04
## [16641]     0.00    45.45     1.74     0.04     7.94    50.18     9.40     0.00
## [16649]     0.00    16.69     2.82     0.51     3.04     9.61     0.00     0.00
## [16657]     6.26     0.00     1.98     6.59    18.64     2.38     2.87     0.80
## [16665]     0.62     0.07    11.01     4.75     0.00     0.00     0.60     0.00
## [16673]     1.09     0.02    44.68     0.00    72.59    31.94    16.77     0.12
## [16681]     0.00     0.04     0.60     0.00    32.22     3.27     0.12     0.00
## [16689]     0.00     2.93     3.62     1.55     0.00  2304.84  4642.25     1.57
## [16697]    10.41    43.61     0.85     2.19    11.67     0.00     1.38    99.57
## [16705]     0.08     0.00     0.01    19.98     7.64     0.19     0.00    35.44
## [16713]     3.16     0.00     1.64     5.62     0.00  2249.03     1.79     6.32
## [16721]     5.88    19.82     0.00     0.02     3.67     0.00    11.78    70.94
## [16729]    27.24     0.00     0.21     0.00     0.00     2.92     0.00     0.00
## [16737]     3.98    15.81     1.85     0.02     0.00     3.89     0.00     0.00
## [16745]     4.17     0.00     8.93     0.76     0.10     0.00    13.16    44.27
## [16753]     0.08     1.48     5.85     0.33    25.16    10.67     0.00     4.48
## [16761]    46.84     2.69    92.19     0.01    71.23     0.03     2.09     0.00
## [16769]     0.00    22.70     4.46    19.02     0.62    11.45     0.12     0.00
## [16777]    21.46     0.00    48.20  2199.92     7.67     0.00     5.88   703.69
## [16785]     6.71     4.03     0.00     9.90     0.00     0.13     3.94     0.00
## [16793]    33.38     1.28     9.54     0.00     1.20     0.00     1.41     0.92
## [16801]     0.49     0.00    19.03   114.69    57.16    14.58    38.83     8.67
## [16809]     8.37     0.00     8.59     0.00     4.71     0.18    22.37     5.13
## [16817]    20.94     0.70   108.65     2.08     0.73     1.06     0.00     0.01
## [16825]     0.03     2.47     4.31     4.38   129.04     0.00     1.00     6.43
## [16833]     3.53     0.24     0.00    30.67    29.89     0.00     4.68     0.08
## [16841]    14.96     0.34     0.00    57.67     0.00     0.05    11.10     0.00
## [16849]    39.12     5.99     0.24    16.31    20.42    30.56   134.57     0.03
## [16857]     0.00     0.01     1.19    16.29     8.84     6.89     0.03     0.00
## [16865]     1.52     0.00    28.38     0.33    62.82     1.00     2.14     0.56
## [16873]     0.03     5.46     0.02     6.61     6.41     0.07     0.00    29.54
## [16881]     0.00     2.18     7.23     0.02     0.03     0.30     0.00     3.32
## [16889]     6.90     0.12  1292.57     8.68     0.00     3.53 10100.16    80.23
## [16897]     0.70     0.16     7.65    36.64     3.54     0.48  1394.78    14.03
## [16905]     1.73    22.31     0.01     0.94    51.94     0.00     2.35     7.24
## [16913]     1.24    10.47     0.73     5.98    15.79     0.61  2232.14     7.38
## [16921]    13.54     0.00  4908.17     0.00     0.00     0.04     0.00     3.28
## [16929]     7.45     0.04   895.57     0.02    63.95     6.01    10.09     8.20
## [16937]     0.00     0.00     0.01     0.01     2.42  6279.48    76.84     0.43
## [16945]     0.00     9.46    10.53     4.80    26.17     0.08     0.04    65.64
## [16953]     3.14    12.48     0.00   815.25    35.90    19.50     0.92    45.44
## [16961]     8.20     0.34    10.03  5257.68    13.90     0.01    37.19     0.00
## [16969]     0.01     0.23     0.05     1.79     0.00     4.10    84.10    39.35
## [16977]    66.70     2.75     5.78     0.01     0.71     2.53    18.52    11.67
## [16985]     0.00     0.00     0.00     4.16  3853.65     4.69  4510.15     0.00
## [16993]    11.96     4.15     3.74    83.93  7566.83    31.68    19.77     6.22
## [17001]     6.43    16.53     9.95    15.87     0.00     0.93    53.33  9917.45
## [17009]     0.82     6.83     9.55    10.45     0.72     3.99   218.49     0.43
## [17017]     1.46     0.01    51.76  8107.93     0.01     1.76     1.16     0.00
## [17025]     0.01     0.53    11.85    31.70    10.68     6.46    72.55     9.92
## [17033]     0.00     6.83     0.00     0.00    28.64     0.00     0.00     7.74
## [17041]    99.86     3.75     0.15     0.00     0.09    44.42     0.00     0.68
## [17049]     0.95    17.14     0.00     0.03     0.00     0.00     0.00     0.00
## [17057]     0.00     0.00    45.61     0.25     4.46     0.49     0.00     0.68
## [17065]     0.00     1.00     0.01    13.56     0.00     0.12     0.02     0.14
## [17073]     1.16     1.01     0.51     0.00     0.04     0.00     0.00     1.64
## [17081]     0.00     0.24     0.00    38.20    14.37     1.48    10.76     0.00
## [17089]     0.00     0.00     0.00     0.00     0.00     0.00     0.04     0.00
## [17097]     0.02     0.33     0.00     0.03     0.03     3.43     0.00     0.00
## [17105]     0.10     0.00    20.96     0.01     0.00     0.00     0.00     0.00
## [17113]     0.00     0.12     0.08     0.00     0.00     1.22     1.29     0.00
## [17121]    22.36     0.03     2.41     0.46     0.69     0.06     8.61     2.11
## [17129]    22.44     1.22    10.58     0.01     3.13     0.00     7.35     6.35
## [17137]     0.00     0.33     0.05     0.09     0.04     0.00     6.65     0.61
## [17145]     0.00     0.00    21.01     1.45     3.61   226.81    31.64    67.97
## [17153]     8.74    71.46     0.00     0.28     0.01    52.20     5.87     0.07
## [17161]    47.02     9.81     3.01     0.01     0.02     0.00     0.00     0.00
## [17169]     0.00     0.00     7.41     8.75     1.45    35.36    39.79     1.14
## [17177]     4.75     4.18   114.87     0.36     1.96    29.17    16.57     0.00
## [17185]     0.00    13.79    23.74     0.03   139.79     0.00     0.55     0.00
## [17193]     0.93   182.23    10.57     0.00     0.15    60.86   353.06    30.81
## [17201]     1.35   111.11    29.21     0.73     1.27     0.00     4.01    11.93
## [17209]     0.02     0.25     0.00    23.62     9.39   180.93    14.76     8.39
## [17217]     0.00     4.08     0.00     0.00   115.42     0.60    60.53     0.07
## [17225]     0.12     0.00     0.00     0.00     0.17     0.00     0.00     8.88
## [17233]     0.00     0.00     0.00     0.00     0.00     0.92     9.79     0.00
## [17241]     2.70    21.02     1.04   286.51     0.83    12.80     0.03     0.00
## [17249]     4.52     1.17     0.00     0.00    23.31    11.80   102.84    15.25
## [17257]     0.00     0.00    40.61    10.42     0.02    31.19    34.13    56.69
## [17265]     0.00     7.23     4.28     6.99     4.21     0.00     0.88     0.01
## [17273]     3.00     1.26    83.93     0.30  1790.28     0.15     5.19     0.00
## [17281]     5.72     0.00     0.26     0.03     0.00     0.07     0.14     0.00
## [17289]     0.00    19.88     0.21     1.34     0.61     0.00     0.00     0.00
## [17297]     0.00     0.00     0.00     0.00     0.00     0.00    22.62     0.13
## [17305]    32.80     1.94     0.00     0.01     0.02     0.00    87.68     2.07
## [17313]     3.26    33.22     0.00     0.00     0.01    19.81    22.09    11.94
## [17321]     0.24     0.94     0.00     0.00     0.00     0.00     4.16     0.00
## [17329]    13.58     0.00     0.03     0.00     2.07    33.87     0.91     0.00
## [17337]     0.01     0.00     6.95     1.10     0.00     0.01    15.38     0.18
## [17345]     0.00     0.00     0.01     0.00     0.00     0.01     0.07    13.46
## [17353]     0.00     0.00     4.14     1.99     0.00     0.00     0.00     0.00
## [17361]     0.00     0.21     0.03     0.04     7.23    13.20     0.00    12.54
## [17369]     0.21     0.00     0.27     0.08     0.00     0.00     0.00     0.19
## [17377]     0.00     3.31     3.40    15.15     0.20   105.28     0.00     0.00
## [17385]     0.40     0.00     1.32     7.17     0.25     0.00     1.59   317.32
## [17393]     0.00   126.67     1.96     0.04     1.37     0.00     0.00    27.54
## [17401]     1.04     4.18    93.25     0.00     0.00     0.00     0.00    69.14
## [17409]    49.96   406.47     4.81     0.44     0.00   150.63     0.01     0.48
## [17417]     0.01     0.00     0.74     3.05     7.92    58.94     0.00     0.00
## [17425]     0.00     0.00     0.47     3.94     0.00     0.00     0.00     0.00
## [17433]     4.22   100.28  4100.41   133.51     0.00     2.41   188.53     0.00
## [17441]     1.65    57.75    38.94     0.26     0.11     7.69     0.00     7.44
## [17449]    25.84     0.00     0.03    34.29     0.00     0.07     0.02    77.17
## [17457]     0.11     0.00     3.01     1.69     5.06     0.01     0.00    20.16
## [17465]    11.04     0.00     0.00     0.00     0.08     5.90    27.50     1.18
## [17473]     0.01     0.00     0.14     0.00     0.21     0.05     0.00     0.00
## [17481]     0.07     0.11     0.00     0.00     0.02     0.00     0.00     0.00
## [17489]     0.00     0.00     0.05   156.26     0.01    67.49     0.00     0.02
## [17497]     0.00     0.05     0.00     0.00    37.03     0.18     0.00     1.33
## [17505]     0.63     0.00     0.00     0.00     0.00     0.01     0.12     0.00
## [17513]     0.02     0.00     0.00     2.35     0.16     0.01    10.09     0.00
## [17521]     0.00     0.00   354.57    11.84     1.29     0.00     2.13     0.00
## [17529]     0.05     0.00     0.09     0.10     8.25     0.07    28.88     0.00
## [17537]     2.48     0.00   208.47     0.07    29.20     5.52    77.85    27.68
## [17545]     0.00     2.36     0.00     0.00     0.72     0.03     0.00     0.00
## [17553]     0.00     0.01     2.26     0.00    10.47     0.00     0.62     0.13
## [17561]     0.02     4.16     0.27     1.47     8.52  3104.88     0.03     0.00
## [17569]     0.00     0.00     0.00    12.50     4.60     0.04     0.10    27.65
## [17577]     1.42     0.40     2.70     2.18     8.93     0.19     0.00     4.41
## [17585]     9.56     0.88    25.72     6.03     0.01     7.04     2.53     7.54
## [17593]     1.66     0.00     0.33     1.23    20.47     0.00     0.00     0.00
## [17601]    11.39   131.29     0.01    30.20     0.56    19.88    26.48    12.88
## [17609]     4.09     1.48    17.33     2.95    37.84     8.50     1.28     0.41
## [17617]     0.06     0.00     0.41     0.00     9.33     4.70     6.50    77.24
## [17625]     0.10     0.00     5.73    45.83     8.93    57.17     6.50     0.05
## [17633]   247.78     9.61   142.67    77.55   181.77     2.44     1.50    32.72
## [17641]     1.08     4.57    63.36     7.83    24.52     0.01    12.91   557.43
## [17649]    20.84  6701.59     0.00     0.29     5.74    26.79    84.20     2.80
## [17657]     0.34     0.00    17.02     4.99    17.82     0.13     1.69     0.00
## [17665]     0.19     2.49     1.44     2.58    35.31     0.00    50.64     0.07
## [17673]     2.37    19.43    32.83     0.18     0.72     0.32     6.46     0.00
## [17681]     0.00   210.98    20.69     0.00    24.71     0.17     2.16     6.09
## [17689]     2.90    62.90   111.25     0.82     0.00   114.23    10.07    37.00
## [17697]    53.29    57.39     0.00     0.05     0.00    23.75    41.38     0.00
## [17705]     1.83    69.38     2.88     0.52     0.05     0.00     0.63   212.92
## [17713]     4.62     0.00     0.43     3.06     0.00     0.07     0.08     8.50
## [17721]     0.32     0.00    20.61     0.00     0.00     1.40     0.09     0.18
## [17729]     0.06     0.00     0.00    26.08     0.00    40.25     0.00     0.03
## [17737]     0.37     0.19     0.00     0.00    17.27     0.00     0.00     0.01
## [17745]     0.01     0.29    77.34     0.00     7.45    50.22     9.29     0.02
## [17753]     0.00     0.00    30.17     0.19     0.00     0.00     0.00     3.41
## [17761]     0.00    23.95     2.73     0.00     1.67     1.19     0.02     6.54
## [17769]     0.01     0.02   407.02     0.01     7.74     0.05     6.23     0.00
## [17777]     0.06     0.09     0.39     9.99     0.00     0.22     0.00    19.77
## [17785]     5.56     0.11     0.00     9.40     0.00     0.22    47.06    24.95
## [17793]     0.00     0.00     0.00     4.48     0.01     0.00     0.76    13.61
## [17801]     0.00     0.00   509.52     0.00     0.00     0.09     0.00     0.00
## [17809]     0.00     0.01     0.00     0.03     0.00    15.53    11.81     4.00
## [17817]     2.26    75.40     0.01     5.49     0.00     0.05     0.50   133.47
## [17825]     0.00     0.00    60.27     0.00     4.42     0.37     0.36   178.78
## [17833]    54.23     0.00     0.00     5.89     0.00   262.59     8.55     0.03
## [17841]     0.07     1.72     0.03     0.02     2.42    75.39     0.00     0.00
## [17849]     0.00     0.23    15.29    25.10     0.00    23.88     0.00     0.00
## [17857]    11.96     0.00     0.14     0.00     0.13     0.00     0.00     0.00
## [17865]     0.00     0.00     3.86     0.00     0.00     0.00     1.97     2.49
## [17873]     0.00     0.00     1.54     0.00     2.80     0.00    41.45     1.34
## [17881]     0.08     0.00     0.00     0.00     0.00    10.68     0.04     0.38
## [17889]     0.49     0.00     0.00     6.72     0.00     0.00     1.22    15.11
## [17897]     0.00     0.00    15.46  1731.82     0.00     7.22     0.00    11.54
## [17905]     0.35     3.07     0.00     0.00     0.64     8.97     0.14     0.01
## [17913]     0.18     0.02     0.77     0.00     0.02    84.54    18.17     0.10
## [17921]     0.00     0.01     0.02    32.44     0.00     0.00     0.00     2.39
## [17929]     0.00     0.00    10.97     0.00     1.60     0.62     0.78     0.78
## [17937]     9.95     9.22     0.00     0.00   229.18    19.10     0.73     0.00
## [17945]     0.00     8.10     0.01    11.43     0.40     0.28     0.26   103.86
## [17953]    13.27     0.00     7.06     1.19     0.00   150.22     0.00     0.00
## [17961]     3.09     0.31     0.02     0.00     0.00     0.00    14.47     0.02
## [17969]     4.10     0.03     0.40     0.00     0.44     5.40     0.00     0.00
## [17977]     0.00     0.00     0.73    54.30     0.00    18.83     0.00     0.07
## [17985]     3.73     1.88    12.04     0.00    23.90     0.18     0.00     0.00
## [17993]     0.66     0.00     0.00     0.08     0.00  9447.26     0.00     0.00
## [18001]    25.95   327.56     0.00     0.44     0.00     0.32    42.27     2.94
## [18009]     0.00     0.00     0.00  7243.31     0.04     0.03     0.00     0.04
## [18017]     0.00     0.73     0.00     0.00     0.00    10.43    95.41     0.13
## [18025]     0.02     0.00     0.00    33.90     0.00     0.00     0.66     0.10
## [18033]     0.00     0.85     0.00     0.00     3.25     0.03   117.78     0.00
## [18041]     0.00     0.00     0.02     0.01     0.11     3.91     0.00     0.00
## [18049] 11606.08     0.01     0.00     0.06     0.00     0.04     0.00     0.12
## [18057]    17.98     1.55     0.12   495.39   140.48     0.00     0.00     0.09
## [18065]     0.00     0.00     0.00     0.00     0.00     0.11     0.15     0.00
## [18073]     0.04     2.40     0.00     0.30     0.00     0.13   362.12     0.00
## [18081]     0.01     8.18     0.00     0.00     0.00     0.00     0.00     0.00
## [18089]     1.24   938.86     0.12     0.14    21.13     0.00     0.00     0.00
## [18097]     0.00     0.25     0.00     1.75     0.08     0.00     0.00    14.73
## [18105]     0.00     0.29     0.00   102.21    10.95     0.00     0.00     0.00
## [18113]     1.26     0.20     3.05     0.07    22.16     0.27     5.87     0.00
## [18121]     0.12     0.00     0.01     0.48     0.00     4.22     0.99     0.04
## [18129]     0.00     0.00     0.00     1.98     0.00    13.43     0.00     0.00
## [18137]     0.11     0.00     0.00     2.66     0.00     0.45     0.01     0.00
## [18145]     0.00     0.00     5.04    29.26     0.00     0.97     0.00     0.00
## [18153]     0.06     0.00     6.96     2.81     0.00     0.00     0.00     0.00
## [18161]    15.28     0.00     0.11     0.00    36.06     0.00     0.00    10.18
## [18169]     0.03     0.19   114.17     0.70     9.02    36.10     0.00    14.86
## [18177]     0.08     0.01     0.02     0.11     0.17     3.03   438.14     2.04
## [18185]     0.33     5.57     0.02    59.24   128.38    56.51     0.00     1.84
## [18193]    95.16     0.00     0.06     0.05     0.13     1.48    17.95     4.91
## [18201]    13.02     0.00     7.57     8.16    36.70     0.14     0.00     0.00
## [18209]     0.00     0.00     0.00     0.23    50.96     0.13     0.03     0.00
## [18217]     0.06     1.60    11.50     0.00     1.00   510.37     3.52     0.99
## [18225]     0.00     0.00    32.95     4.61     0.00    42.12    31.43   127.34
## [18233]   911.29     5.33   147.25     0.15     0.00     0.02     0.00     0.00
## [18241]    87.52     0.61     2.37   217.33     1.86     4.50     8.41     0.08
## [18249]    15.78    31.90     5.03     1.09     0.00     0.00    10.45    37.77
## [18257]     1.86     1.31     0.00     0.00    16.53     0.42    25.73    77.67
## [18265]   515.63     0.01   283.80     6.72     0.00     0.00     0.43    11.11
## [18273]    19.23     0.49     0.00     0.40    20.75     0.18     0.00     2.81
## [18281]     0.00     0.01   165.03     5.61     0.34     0.05     0.89    48.84
## [18289]     0.04    69.42    13.13     2.45     0.00     0.33    38.43     9.21
## [18297]     0.00     0.00     0.75     0.00     0.24    15.50     0.45     5.98
## [18305]     0.93     0.49     6.20    26.97     0.00    31.22     0.01     1.91
## [18313]     0.15     0.56    83.75     6.44     0.00     0.06    19.37     0.00
## [18321]     0.00   200.32    28.33     0.00     0.00     0.00     0.01    14.81
## [18329]    83.13     0.25    30.06     0.00    17.10     0.00     0.00    37.92
## [18337]     0.10     0.00     1.18    27.70     0.00     0.01     0.16     0.30
## [18345]     0.00     0.00     0.00     0.06     0.60     7.01     0.77     0.23
## [18353]     1.58    92.15     0.47    40.24    22.99     6.84     0.40    12.40
## [18361]     0.18     0.03     0.00     0.00     0.02    28.13     2.61     0.30
## [18369]     0.00     2.21     0.00     0.00     7.49     0.00     9.45     0.10
## [18377]     0.87     1.85     0.95     2.36     0.00     0.00     0.00     2.19
## [18385]     0.60     0.00     0.09     0.00     0.00   155.66     0.04     2.73
## [18393]     3.36     0.01     1.44     0.00    42.02     0.00     0.00   255.21
## [18401]     0.00     2.76     0.73     1.79     4.26     6.87     3.12     0.00
## [18409]     0.52     0.00     1.18     0.02     1.71     0.00     0.06     0.00
## [18417]     0.01     0.00     7.67     0.25     0.00     0.14     0.00     0.00
## [18425]     0.01     0.03     2.14    17.78     0.12     0.00     0.62     8.61
## [18433]     6.10    37.67     0.00     0.07     0.49     0.01     0.00     0.06
## [18441]     0.63     3.44    22.33    37.38     0.09     0.04     3.57     0.00
## [18449]     0.00     0.01     0.24     0.06     0.62     3.19     9.42    28.97
## [18457]     0.02     0.21     0.00     0.00     0.00     0.62     0.01     0.02
## [18465]     0.00     2.42    71.36     0.00     0.00     0.00     0.00     1.07
## [18473]     0.13     0.00     0.01     8.42     0.00     2.39     0.00  3125.12
## [18481]     1.00     3.01     0.00    24.18    64.31     0.00   144.97     0.00
## [18489]     0.48    14.80     0.03     0.00     0.00     0.00     0.01     0.00
## [18497]   133.11     0.00     0.00     0.00     0.00     0.00     0.17     0.08
## [18505]     0.00     8.09     0.00     0.00    10.22     0.00     0.00     4.64
## [18513]     0.00     0.05     0.19     0.00    52.59     9.12     2.84     0.00
## [18521]     0.00     0.02     2.55     2.45     0.00    41.84     1.37     0.00
## [18529]     0.00     0.00     0.17     0.01    12.81     0.00     0.03     0.00
## [18537]     5.15     0.00     1.45     0.00     0.05     0.00     0.00     0.13
## [18545]     0.03     0.04     0.00     2.98    66.11     0.06     0.00     0.00
## [18553]     0.00     2.30     0.26     0.02     0.19     0.00     0.00     0.42
## [18561]     7.56   229.21    42.34    15.59     0.00     0.13     0.00     0.00
## [18569]     0.00   100.16     3.48     0.00     0.06    20.22     0.00     0.00
## [18577]     0.13     5.04     0.00     0.00     0.00     0.00     1.10     0.00
## [18585]    24.11     0.00     2.78     9.01     0.01     0.00     1.65     1.06
## [18593]     1.43     5.77    43.83     0.25     0.34     0.00     0.00     1.68
## [18601]     5.97     1.97     0.00     0.00     4.04     0.06    17.95     1.30
## [18609]     0.00     3.35     0.00     0.19     0.00     3.38     2.60     0.00
## [18617]     0.00     0.00     0.26     3.09     0.83     0.01     0.11     0.00
## [18625]     0.07     7.85     0.71     0.00     0.00    48.21   266.69     0.00
## [18633]     0.87     0.00     0.00     2.50     0.00     0.00  1646.88     0.57
## [18641]     0.00    18.48    38.13     0.02     0.06    20.94     0.00     1.11
## [18649]    11.37     0.00     0.00     1.43    61.66     3.10     0.17     3.98
## [18657]    61.21    10.92     0.00     0.00     0.00     0.02     0.45     0.00
## [18665]     0.00     0.02     0.04     0.00     0.90     0.00     0.00    12.81
## [18673]     0.00     8.48     0.00     0.07     0.00     0.00     0.00     0.01
## [18681]     0.00    21.47

Log transformation for gene expression data

As we did with the TCGA expression data, log-transform the PS-ON expression data to compress the range of the values.

# Replace FUNCTION to do log transformation 
#log2 because log0 is undefined (-infinity) and log1 is 0
#we want to avoid infinity values

pson_log_mat <- log2(1 + pson_expr_mat)

# Index the first few rows and columns
pson_log_mat[1:5]
## [1] 5.111031 0.000000 7.413289 1.510962 2.750607

The log-transformed data are less variable. We will examine the effect on data distributions with the TCGA data.


Motility data

What cell lines (cellLine) were examined?
And what cancer types do the cell lines represent (diagnosis)?

# for cell lines and the cancers they model
unique(cell_speeds_df[,c(2,3)])
##      cellLine       diagnosis
## 1       SW620    Colon Cancer
## 8       SW480    Colon Cancer
## 14     RWPE-1  Not Applicable
## 21       A375     Skin Cancer
## 28       T98G    Brain Cancer
## 35      22Rv1 Prostate Cancer
## 42      T-47D   Breast Cancer
## 49       U-87    Brain Cancer
## 56 MDA-MB-231   Breast Cancer

We are interested in the two colon cancer cell lines:

Colon cancer cell lines

SW620 cells are considered more aggressive than SW480 cells. Both cell lines were derived from the same patient, but at different times and locations:

  • SW480 cells are from the primary tumor, and
  • SW620 cells are from a lymph node metastasis.

This makes them a valuable pair for studying colon cancer progression and metastasis in vitro.

Let’s see if there are major differences in the expression of their genes.

# You can use the table function to do something similar
#the table function sorts it in a slightly nicer way, with the number of expressions on a separate line
table(cell_speeds_df$experimentalCondition)
## 
##    30 kPa polyacrylamide Collagen 30 kPa polyacrylamide Fibronectin 
##                                 9                                 9 
##    500 Pa polyacrylamide Collagen 500 Pa polyacrylamide Fibronectin 
##                                 9                                 9 
##                             Glass           HyaluronicAcid Collagen 
##                                 8                                 9 
##        HyaluronicAcid Fibronectin 
##                                 9
unique(cell_speeds_df$experimentalCondition)
## [1] "Glass"                             "HyaluronicAcid Collagen"          
## [3] "HyaluronicAcid Fibronectin"        "30 kPa polyacrylamide Collagen"   
## [5] "30 kPa polyacrylamide Fibronectin" "500 Pa polyacrylamide Collagen"   
## [7] "500 Pa polyacrylamide Fibronectin"

Previously, we looked at the speed and data for breast cancer cell lines on the HyaluronicAcid Collagen substrate. Here, we will use the colon cancer data for the experimental condition HyaluronicAcid Fibronectin.

# Make a smaller data frame for the `HyaluronicAcid Fibronectin` condition
# by replacing CONDITION
fibro_colon_df <- subset(cell_speeds_df, 
                       experimentalCondition == "HyaluronicAcid Fibronectin")
fibro_colon_df
##      sample   cellLine       diagnosis      experimentalCondition
## 3  mRNA_R20      SW620    Colon Cancer HyaluronicAcid Fibronectin
## 9  mRNA_R41      SW480    Colon Cancer HyaluronicAcid Fibronectin
## 16 mRNA_R27     RWPE-1  Not Applicable HyaluronicAcid Fibronectin
## 23 mRNA_R48       A375     Skin Cancer HyaluronicAcid Fibronectin
## 30 mRNA_R13       T98G    Brain Cancer HyaluronicAcid Fibronectin
## 37  mRNA_R6      22Rv1 Prostate Cancer HyaluronicAcid Fibronectin
## 44 mRNA_R55      T-47D   Breast Cancer HyaluronicAcid Fibronectin
## 51 mRNA_R34       U-87    Brain Cancer HyaluronicAcid Fibronectin
## 58 mRNA_R62 MDA-MB-231   Breast Cancer HyaluronicAcid Fibronectin
##    summary_metric average_value total_number_of_cells_tracked
## 3     speed_um_hr     53.006023                            36
## 9     speed_um_hr      5.679561                            65
## 16    speed_um_hr     16.205186                           105
## 23    speed_um_hr     40.729492                            51
## 30    speed_um_hr     28.483277                            86
## 37    speed_um_hr     31.806179                            56
## 44    speed_um_hr     11.288006                            27
## 51    speed_um_hr     45.791985                            47
## 58    speed_um_hr     55.548778                            26
# Make a smaller data frame that includes only the colon cancer cell lines
# by replacing CANCER
fibro_colon_df <- subset(fibro_colon_df, 
                       diagnosis == "Colon Cancer")
fibro_colon_df[,c(1,2,6)]
##     sample cellLine average_value
## 3 mRNA_R20    SW620     53.006023
## 9 mRNA_R41    SW480      5.679561

The SW620 cell line (from the metastasis) moves almost ten times as fast as the SW480 cell line (from the primary tumor) on the “HyaluronicAcid Fibronectin” substrate: 53 u/hr versus 5.7 u/hr.

We’ll refer to SW620 as the fast cell line and SW480 as the slow cell line.


Expression and motility data

Let’s extract the two colon cancer cell experiments (mRNA_R20 and mRNA_R41) from the expression matrix.

The sample names (experiments) are in the first column in fibro_colon_df and the column names in pson_log_mat.

# Match the experiments both objects
# by replacing FUNCTION

exp_colon <- match(fibro_colon_df$sample, colnames(pson_log_mat))
print(exp_colon)
## [1]  3 10

Extract columns 3 and 10 from the expression matrix to create a matrix of genes with mRNA levels for the fast and slow cell lines on the HyaluronicAcid Fibronectin substrate.

# Subset the expression data for the two colon cancer cell lines
# by replacing COLUMNS
fibro_colon_log_mat <- pson_log_mat[, exp_colon]

# Call experiments according to the relative speed of the cells
colnames(fibro_colon_log_mat) <- c("fast","slow")

Take a look at your new expression matrix:

#use indexing, View function will cause an error
fibro_colon_log_mat[1:18682]
##     [1]  5.33699742  0.00000000  7.05593313  1.46988598  3.48026512  0.00000000
##     [7]  0.00000000  6.41616416  3.91552090  2.99819550  2.27202319  2.33055840
##    [13]  5.96601510  2.22032995  3.45154083  0.00000000  2.81352469  4.53418614
##    [19]  3.56437817  3.04963077  5.98436149  5.14812063  5.70597790  0.47508488
##    [25]  2.37295210  0.07038933  1.02147973  4.27947130  6.41345869  3.41818995
##    [31]  3.84398384  6.51017075  0.01435529  0.13750352  3.91934008  1.83592407
##    [37]  2.43829285  0.17632277  3.08746284  0.26303441  3.08236197  4.41413553
##    [43]  0.45417589  0.21412481  7.39823064  1.64154603  6.54504168  3.45549162
##    [49]  7.61308958  0.00000000  6.67680335  5.83567148  4.47702965  2.87184365
##    [55]  5.35931032  3.04963077  0.00000000  1.29278175  8.14297497  0.05658353
##    [61]  0.00000000  0.83187724  0.00000000  0.00000000  4.49249415  5.39506280
##    [67]  3.54225805  0.00000000  0.00000000  5.98025385  4.72191945  1.43295941
##    [73]  4.32696871  3.27202319  9.70281336  3.17632277  3.25247621  8.19406735
##    [79]  4.06522762  0.00000000  0.09761080  2.82984956  5.44658709  0.21412481
##    [85]  2.98367769  6.30997649  0.96347412  4.51096192  0.08406426  4.33913738
##    [91]  2.31034012  2.06695024  0.02856915  0.15055968  4.64212392  5.01435529
##    [97]  2.29865832  0.01435529  2.65992456  5.35261730  1.53605290  3.15218342
##   [103]  4.53543091  3.42894634  4.14486214  0.00000000  3.69265037  3.59812696
##   [109]  2.46466827  5.14323013  4.68818036  0.22650853  2.04614178  4.62877360
##   [115]  6.37121034  1.89141919  2.25096157  3.09423607  2.43295941  0.00000000
##   [121]  0.47508488  0.00000000  0.00000000  2.39506280  0.00000000  4.60110220
##   [127]  4.56254772  0.00000000  3.86096280  1.62293035  4.45614903  0.01435529
##   [133]  7.06102010  0.77399633  1.20163386  5.33949374  4.13914202  1.00719550
##   [139]  2.97636364  4.49633451  4.09592442  0.00000000  3.31469653  3.06350294
##   [145]  2.58736499  5.37469175  7.09106508  4.77135741  0.13750352  5.40326772
##   [151]  0.00000000  3.22187708  4.72465027  5.05961486  3.64846544  0.57531233
##   [157]  5.26002566  0.02856915  2.85199884  5.20789285  0.00000000  4.86294725
##   [163]  0.77399633  0.00000000  0.00000000  1.54596837  3.58375975  7.33512234
##   [169]  0.40053793  5.48349335  0.00000000  0.00000000  4.87676249  0.00000000
##   [175]  0.56559718  3.99004722  0.04264434  0.00000000  0.42223300  0.08406426
##   [181]  4.05137210  0.11103131  2.66902677  5.72574116  3.35895883  4.42827641
##   [187]  0.16349873  1.02147973  6.44542876  3.73226920  2.24488706  1.97452931
##   [193]  0.00000000  4.84799691  0.49569516  1.89530262  0.08406426  2.23878686
##   [199]  7.30724636  0.35614381  1.60407132  0.16349873  0.00000000  4.31469653
##   [205]  5.01703108  0.00000000  0.00000000  0.02856915  2.11769504  1.49569516
##   [211]  5.72683122  5.17552460  3.66902677  2.30742853  0.43295941  0.38956681
##   [217]  5.34269696  4.22573765  6.59589149  3.17152711  0.00000000  3.39369076
##   [223]  0.60407132  0.21412481  2.59215800  3.45943162  0.68706069  5.40837220
##   [229]  2.59454855  1.70487196  5.63168637 11.54401778  6.70348835  5.09550252
##   [235]  2.36176836  0.00000000  0.00000000  0.48542683  0.00000000  2.75274859
##   [241]  1.65076456  2.01792191  4.94532678  2.28095631  4.58195375  4.38197548
##   [247]  0.70487196  2.52606881  4.81198472  5.70016225  6.77003614  7.41388175
##   [253]  5.37051305  8.37134105  0.16349873  4.62175886  0.38956681  0.65076456
##   [259]  2.24184018  0.70487196  3.06177620  0.00000000  0.17632277  0.00000000
##   [265]  4.13750352  5.15380534  2.72027847  2.83187724  4.79285535  0.00000000
##   [271]  1.88752527  3.89627185  6.75968849  1.45417589  0.00000000  4.13504229
##   [277]  6.10118782  1.50080205  0.08406426  9.95698592  0.00000000  3.57893871
##   [283]  2.90881291  2.70929064  3.82883465  3.00539999  0.00000000  4.16027483
##   [289]  1.62760684  5.62322308  3.57288967  4.42021289  7.24374523  2.35332329
##   [295]  0.94110631  3.14730670  3.20006486  5.01658546  5.15218342  3.61353165
##   [301]  2.80735492  0.00000000  3.11436702  6.01390885  1.86789646  2.36737107
##   [307]  0.17632277  0.00000000  0.83995959  0.21412481  4.54720302  5.26641177
##   [313]  2.44095220  3.76553475  3.36737107  0.12432814  2.58976349  0.00000000
##   [319]  5.69766263  0.00000000  0.00000000  4.49441561  4.70265754  3.61353165
##   [325]  0.00000000  7.03331287  2.95977016  0.01435529  5.30305008  7.49521546
##   [331]  5.20906340  5.88801259  3.98732087  2.01435529  3.85996955  2.75060650
##   [337]  2.66902677  4.24868663  4.45943162  5.51096192  5.14893410  4.58195375
##   [343]  1.62293035  0.91073266  5.06479665  3.26153082  6.37277802  2.37851162
##   [349]  5.80606623  0.00000000  7.38560360  4.86294725  2.40053793  4.17712050
##   [355]  2.23266076  3.20476675  3.32624970  0.04264434  2.30451104  5.26753580
##   [361]  7.33887006  0.08406426  1.59931779  0.76553475  0.00000000  4.19770816
##   [367]  0.63226822  3.32768736  4.43895815  0.00000000  0.00000000  5.41345869
##   [373]  4.62643914  0.79077204  0.00000000  8.27412186  1.94860085  3.98093927
##   [379]  2.22342255  0.11103131  0.29865832  3.01077984  3.74738740  4.77188558
##   [385]  0.00000000  4.30524097  0.00000000  0.00000000  4.34198575  0.44360665
##   [391]  0.07038933  1.93734439  2.24488706  2.82374936  0.11103131  0.00000000
##   [397]  2.55336050  3.94298360  0.29865832  3.00180224  5.63894267  0.64154603
##   [403]  4.09000653  3.90303827  5.65563805  5.90905302  0.07038933  0.05658353
##   [409]  2.22650853  0.00000000  1.52606881  3.37434399  0.09761080  0.00000000
##   [415]  3.41006969  6.83579778  0.08406426  0.02856915  1.51601515  5.14036967
##   [421]  2.43829285  4.33342373  3.23725777  6.74187142  4.80322704  2.88752527
##   [427]  3.93828579  5.27351589  2.44890095  1.44890095  5.69376571  2.35332329
##   [433]  5.91671548  7.82743798  2.10097765  3.78555055  2.80115866  3.61588707
##   [439]  2.24488706  0.74846123  2.11769504  3.24031433  2.94485845  2.98367769
##   [445]  2.46727948  1.44890095  4.82017896  1.41142625  5.35120428  6.22631585
##   [451]  4.74092756  3.18745105  8.48920573  1.35049725  1.92599942  4.84147000
##   [457]  4.27500705  0.00000000  0.02856915  0.35614381  2.24792751  4.12680770
##   [463]  0.18903382  0.00000000  3.99819550  4.19849415  2.85399565  4.30305008
##   [469]  4.80632406  4.16430358  0.47508488  4.88117516  5.25134038  4.05658353
##   [475]  4.14241344  5.03254170  3.99819550  0.63226822  0.00000000  4.18110255
##   [481]  4.94016675  7.37764436  4.90303827  3.73768676  0.00000000  0.17632277
##   [487]  6.43496176  2.01792191  0.09761080  3.58976349  6.32030415  5.20515788
##   [493]  1.43295941  4.76022095  4.44691786  2.70043972  5.12928302  3.20006486
##   [499]  6.12453493  4.26378561  0.05658353  4.18745105  3.42626475  1.69153416
##   [505]  3.94016675  3.10936056  1.86789646  1.16349873  4.86294725  0.00000000
##   [511] 12.45724491  2.42760617  2.50080205  4.31614574  7.46523987  0.00000000
##   [517]  1.06350294  6.67171797  5.65592421  4.16430358  0.58496250  3.79077204
##   [523]  4.55274594  0.00000000  5.67214243  4.49633451  3.64731451  5.70542504
##   [529]  0.00000000  0.00000000  0.05658353  3.80632406  0.01435529  0.15055968
##   [535]  0.00000000  2.14404637  7.12990118  0.00000000  6.48300958  2.51349075
##   [541]  2.39780296  4.25927249  6.03276207  0.92599942  3.05831650  3.72355856
##   [547]  2.76341157  5.18745105  0.00000000  6.04592344  3.47378691  0.00000000
##   [553]  2.63459327  0.00000000  3.83086376  5.21955577  1.38404981  2.99638875
##   [559]  4.53605290  0.00000000  3.07895134  0.16349873  4.69376571  0.04264434
##   [565]  1.68257330  4.00270252  3.31324585  3.33913738  3.44095220  2.67129337
##   [571]  5.00854067  0.00000000  1.63691458  0.00000000  7.71513834  0.08406426
##   [577]  5.05961486  2.78240856  5.08065766  3.67694436  0.04264434  3.41413553
##   [583]  4.31542132  0.00000000  2.58736499  4.98458935  3.45154083  6.46287031
##   [589]  7.87897051  0.08406426  0.00000000  0.00000000  0.00000000  0.20163386
##   [595]  3.38128337  3.63110428  0.13750352  0.00000000  4.33199178  0.08406426
##   [601]  0.00000000  1.70487196  6.17192735  2.90689060  0.01435529  0.13750352
##   [607]  8.13211410  4.02236781  3.98823022  3.76128527  0.11103131  0.09761080
##   [613]  0.00000000  2.31614574  2.71369581  3.77294134  4.23342794  5.35120428
##   [619]  1.58014548  1.72246602  4.22727899  0.02856915  2.20163386  3.82883465
##   [625]  1.51601515  0.13750352  3.27202319  3.71369581  1.78659636  0.01435529
##   [631]  0.36737107  4.35755200  3.05311134  0.00000000  3.08406426  1.95605665
##   [637]  4.85499302  6.85847839  2.92029330  2.59931779  2.40599236  0.00000000
##   [643]  1.92219785  0.11103131  5.73145481  0.02856915  2.94298360  2.07382023
##   [649]  0.00000000  4.34482850  3.77820858  0.57531233  1.19534760  3.19061486
##   [655]  0.04264434  1.56559718  5.33342373  1.24488706  0.07038933  0.09761080
##   [661]  0.16349873  0.05658353  6.34607044  0.00000000  6.79389588  2.29278175
##   [667]  6.72355856  3.91456452  0.27500705  1.55581616  6.35438163  1.96347412
##   [673]  0.00000000  4.78345665  1.36176836  3.32192809  3.97727992  5.33521168
##   [679]  4.33771109  5.26978124  0.78240856  0.31034012  0.00000000  0.00000000
##   [685]  4.05918220  0.00000000  5.68369645  3.74092756  6.36159292  4.52606881
##   [691]  5.26378561  2.43295941  3.74846123  7.28651156  5.53729607  6.67948010
##   [697]  3.44228004  3.06004738  0.02856915  4.71644224  5.19061486  1.44890095
##   [703]  3.35332329  5.12887076  0.00000000  2.95233357  1.19534760  0.07038933
##   [709]  5.34801991  6.37312616  0.33342373  6.15946773  0.31034012  0.28688115
##   [715]  4.67468662  3.53231696  3.94766616  0.11103131  5.87823488  4.77925972
##   [721]  6.69306872  0.45417589  1.91456452  2.13093087  1.42760617  3.31179372
##   [727]  0.23878686  0.27500705  2.33342373  2.28095631  3.96069704  1.95977016
##   [733]  1.51601515  2.49057013  0.00000000  0.00000000  0.00000000  2.52105074
##   [739]  3.14077866  0.37851162  6.40531168  6.20065344  2.85798100  5.00898878
##   [745]  3.51727569  2.76977174  3.09423607  4.03474395  3.34766566  4.99367436
##   [751]  2.29865832  0.15055968  0.00000000  3.98732087  6.69362634  1.02856915
##   [757]  0.00000000  5.07424852  4.08661395  1.70929064  0.00000000  0.00000000
##   [763]  0.20163386  3.59812696  3.19061486  4.98139603  2.94298360  0.07038933
##   [769]  6.17212744  0.00000000  3.18586655  3.68594015  0.00000000  0.00000000
##   [775]  7.15997222  1.02856915  3.98550043  0.00000000  5.35367616  3.58496250
##   [781]  1.96347412  2.54843662  3.65764001  0.01435529  6.69013769  2.80735492
##   [787]  0.32192809  0.11103131  2.44890095  4.48091135  1.37295210  3.93545975
##   [793]  4.49121176  4.22958792  4.51916445  3.27351589  3.43829285  2.22650853
##   [799]  1.47508488  2.94673086  5.41785251  3.81147103  4.57954222  1.49569516
##   [805]  2.87184365  3.96809075  5.28540222  1.75702325  2.20163386  7.43929068
##   [811]  0.66902677  4.95977016  4.68594015  4.90255601  0.08406426  0.54596837
##   [817]  2.43295941  1.01435529  5.63517395  2.93357264  0.02856915  3.03210084
##   [823]  5.30158765  5.57531233  0.02856915  3.86987141  0.11103131  0.02856915
##   [829]  0.00000000  2.31034012  4.64616266  6.72314896  0.00000000  3.81455042
##   [835]  4.74631277  1.65535183  0.02856915  0.00000000  4.90255601  1.95977016
##   [841]  0.63226822  7.12691093  0.28688115  7.84065206  3.32192809  3.85099939
##   [847]  6.50064274  2.30451104  5.84574093  0.02856915  7.31967212  0.15055968
##   [853]  1.03562391  2.73335434 11.23290055  2.14077866  5.99072800  6.89566616
##   [859]  5.41515021  4.65191274  3.42088657  0.00000000  2.08065766  4.22265002
##   [865]  4.22650853  2.78240856  4.53915881  4.73226920  3.66562016  0.01435529
##   [871]  6.42794133  6.41548827  2.19849415  3.41006969  2.98002530  0.00000000
##   [877]  0.00000000  0.32192809  0.13750352  2.22342255  1.60407132  3.25701062
##   [883]  1.33342373  4.46858332  1.66448284  6.06501215  4.39025496  2.92599942
##   [889]  7.04362885  3.85199884  2.58496250  2.63459327  0.00000000  7.40964551
##   [895]  3.07724300  0.00000000  2.98550043  4.98139603  0.65992456  0.08406426
##   [901]  0.00000000  0.26303441  2.88947354  3.03033608  4.89287670  0.00000000
##   [907]  4.60407132  1.77399633  4.34908215  3.41818995  4.20320116  4.88655015
##   [913]  1.79493566  5.69599381  6.83882574  5.35332329  4.62819033  2.83390208
##   [919]  5.17791779  2.32192809  0.01435529  0.01435529  4.38335870  2.62993941
##   [925]  3.20633065  0.09761080  0.71369581  8.74735383  5.80064110  3.82984956
##   [931]  2.02147973  8.00764403  3.32768736  0.18903382  5.79805051  2.57046293
##   [937]  2.26303441  0.00000000  3.31903982  3.53231696  1.54101915  6.13360462
##   [943]  1.80735492  0.31034012  0.29865832  4.74200621  2.45417589  3.00180224
##   [949]  4.52418908  2.60169652  6.02702131  1.76977174  2.21101219  9.98491684
##   [955]  2.11769504  4.06953033  0.47508488  5.60229058  0.07038933  2.88557436
##   [961]  5.53075746  2.37295210  4.14077866  0.33342373  0.27500705  2.78240856
##   [967]  2.38956681  0.00000000  6.32373034  0.07038933  5.91814767  0.00000000
##   [973]  0.00000000  2.49825087  2.70043972  4.06953033  0.04264434  3.38543104
##   [979]  4.35895883  0.44360665  3.54101915  3.78345665  4.76712508  0.55581616
##   [985]  1.39506280  3.11270013  0.00000000  1.70043972  3.90496572  0.65992456
##   [991]  2.52356196  1.42223300  0.00000000  5.33878094  4.26903315  4.74092756
##   [997]  2.90303827  3.63459327  3.07724300  5.70708299  2.86393845  4.88117516
##  [1003]  1.46466827  1.63691458  2.61353165  9.97286494  3.75274859  5.43262541
##  [1009]  3.84297883  3.23725777  0.01435529  4.69320815  8.18576746  3.80012335
##  [1015]  3.53231696  0.00000000  5.20045727  4.72191945  0.02856915  6.72928085
##  [1021]  4.07724300  0.79077204  0.00000000  2.99095486  6.15926588  2.83187724
##  [1027]  4.84649332  3.68818036  4.21723072  0.52606881  4.58014548  2.85199884
##  [1033]  6.24279302  0.33342373  2.74846123  5.18110255  3.62058641  2.36457243
##  [1039]  3.70929064  2.88166462  4.96855160  4.00539999  7.08937103  2.92789645
##  [1045]  0.32192809  2.62993941  3.04439412  5.93262816  2.74200621  4.88655015
##  [1051]  0.00000000  2.77820858  4.65992456  4.14893410  0.12432814  4.29645741
##  [1057]  2.92409989  4.50525580  4.63691458  1.92979100  0.08406426  0.00000000
##  [1063]  5.60792207  0.00000000  1.77399633  0.00000000  0.11103131  0.00000000
##  [1069]  4.03738222  5.47800106  5.96116026  5.85723458  1.14404637  5.05831650
##  [1075]  0.01435529  7.93121027  1.25701062  4.67807191  2.28983447  0.55581616
##  [1081]  0.16349873  1.67355642  0.26303441  0.05658353  0.85598970  7.32481060
##  [1087]  2.16992500  3.00360224  3.41006969  3.18110255  3.29278175  5.46237957
##  [1093]  7.16410241  2.69821848  0.05658353  0.31034012  3.62410089  4.15623480
##  [1099]  6.27407525  5.76022095  2.17632277  0.28688115  0.00000000  0.00000000
##  [1105]  2.80735492  2.16671544  3.52230689  3.55581616  0.41142625  0.22650853
##  [1111]  4.12267272  3.51096192  5.73254056  2.27202319  3.04788733  4.69988473
##  [1117]  5.12928302  0.00000000  3.14404637  0.01435529  4.35473424  2.07382023
##  [1123]  4.45022150  3.42223300  0.00000000  0.40053793  0.00000000  8.93946168
##  [1129]  0.64154603  5.84448609  5.53853816  1.56559718  5.15015346  0.00000000
##  [1135]  5.18942925  7.28540222  4.15380534  0.73118324  0.00000000  3.75274859
##  [1141]  2.10097765  0.01435529  2.97452931  4.06436554  0.08406426 12.20431743
##  [1147]  6.68678063  2.87970577  0.00000000  2.53356335  0.93357264  3.34766566
##  [1153]  0.76553475  3.92979100  7.04275376  3.32624970  5.60525726  5.76155123
##  [1159]  5.72246602  2.49825087  6.77320516  5.13422094  0.00000000  2.97085365
##  [1165]  6.76221592  5.32409052  5.77689357  0.12432814  2.00719550  0.00000000
##  [1171]  6.05441439  0.00000000  4.18348651  4.98641094  2.20163386  0.00000000
##  [1177]  6.68341575  1.92219785  0.70487196  2.32481060  4.76553475  0.79908731
##  [1183]  0.20163386  1.25096157  0.34482850  4.32481060  6.93781517  4.69432306
##  [1189]  0.00000000  2.64846544  4.64616266  2.78240856  1.98185265  5.36352154
##  [1195]  8.09771613  3.88947354  3.36597243  2.89724043  0.01435529  3.36317108
##  [1201]  0.00000000  3.67355642  4.08831124  8.51202931  3.52105074  3.32048468
##  [1207]  3.32337007  3.87479697  0.08406426  6.68397711  0.02856915  3.33771109
##  [1213]  0.01435529  2.21101219  4.91790907  4.37781785  4.36246989  3.89530262
##  [1219]  5.06910063  0.25096157  6.32858518  0.00000000  0.71369581  3.35191096
##  [1225]  0.02856915  1.00719550  5.51759066  3.66675659  1.70043972  4.41548827
##  [1231]  6.51017075  6.52199296  0.09761080  1.98550043  2.41142625  0.47508488
##  [1237]  0.26303441  3.36737107  0.00000000  0.00000000  0.00000000  0.00000000
##  [1243]  3.17951105  5.28798935  1.87184365  0.01435529  0.16349873  5.78816366
##  [1249]  3.69041710  0.47508488  2.91838623  7.73741637  0.00000000  7.23150921
##  [1255]  2.68706069  2.50080205  4.98641094  2.65306002  0.26303441  6.68929916
##  [1261]  3.97085365  0.49569516  0.22650853  1.18903382  0.54596837  5.70348835
##  [1267]  0.28688115  4.76818432  1.40053793  2.97452931  0.20163386  3.85996955
##  [1273]  6.01457846  0.00000000  2.76765480  0.00000000 10.47273145  0.00000000
##  [1279]  7.09687325  1.11769504  2.88557436  2.15380534  0.17632277  0.00000000
##  [1285]  0.28688115  0.35614381  3.98367769  5.83491343  6.19849415  3.16349873
##  [1291]  5.82017896  4.02325535  3.02856915  0.11103131  3.28835856  6.52465924
##  [1297]  1.58014548  1.05658353  0.23878686  4.99140847  3.01435529  4.45417589
##  [1303]  0.00000000  0.00000000  1.40599236  1.56559718  2.34482850  4.47702965
##  [1309]  8.25635024  2.59693514  2.93357264  0.00000000  3.32624970  2.18903382
##  [1315]  2.37295210  5.30779280 11.70201247  1.61353165  1.69599381  0.01435529
##  [1321]  2.92979100  3.98002530  6.76619760  5.06436554  1.25096157  3.98458935
##  [1327]  0.00000000  0.05658353  0.01435529  5.66305992  3.28983447  4.35473424
##  [1333]  6.43128865  6.60540544  4.10601324  2.53356335  3.64270157  2.78031010
##  [1339]  4.99864684  6.46074256  0.99276843  2.58014548  0.31034012  2.92219785
##  [1345]  0.42223300  3.63923216  3.08746284  5.64270157  1.40053793  5.11228311
##  [1351]  0.77399633  2.60169652  5.14893410  4.15380534  3.19061486  3.06867081
##  [1357]  1.35049725  2.86393845  2.35895883  4.34198575  5.37677657  5.22458057
##  [1363]  3.58616425  0.00000000  2.93734439  0.00000000  0.04264434  0.12432814
##  [1369]  5.01925712  5.24640809  3.57046293  7.02978415  1.00719550  4.61823866
##  [1375]  4.53729607  2.93922658  3.26903315  0.00000000  0.83187724  0.01435529
##  [1381]  5.84824735  0.00000000  5.63343121  5.32228872  0.00000000  4.50906239
##  [1387]  3.09929520  4.21023299  0.00000000  4.75114232  0.00000000  7.18962692
##  [1393]  1.42760617  0.38956681  1.76128527  2.86789646  6.56025640  4.60169652
##  [1399]  0.05658353  5.81711157  0.38956681  2.87381320  0.00000000  6.55504921
##  [1405]  0.09761080  2.34198575  0.01435529  6.02281165  3.44890095  0.62293035
##  [1411]  0.00000000  2.54349588  3.68818036  5.63430284  3.51727569  1.61353165
##  [1417]  4.72465027  3.68706069  3.61470984  0.00000000  6.49201339  0.01435529
##  [1423]  7.00584908  5.20241772  1.24488706  3.43295941  1.82374936  0.00000000
##  [1429]  0.04264434  0.00000000  0.00000000  5.39334755  7.24783260  4.80889984
##  [1435]  1.00000000  1.37295210  0.00000000  3.51349075  0.00000000  1.01435529
##  [1441]  6.66249036  3.41953889  0.00000000  0.54596837  4.62293035  4.98185265
##  [1447]  0.01435529  0.00000000  0.66902677  3.71369581  2.91073266  0.93357264
##  [1453]  0.00000000  7.65377660  0.00000000  0.00000000  3.95977016  0.41142625
##  [1459]  3.20945337  5.96324290  1.85996955  1.25701062  1.73118324  3.59096124
##  [1465]  0.31034012  2.95605665  1.84398384  6.14220919  6.81018601  1.40599236
##  [1471]  0.00000000  5.71011763  0.00000000  2.23266076  4.42223300  6.15643707
##  [1477]  5.52230689  3.69932953  0.00000000  0.23878686  3.44757920  4.07038933
##  [1483]  5.81172790  0.00000000  1.24488706  0.01435529  5.37295210  2.47767733
##  [1489]  0.00000000  0.00000000  0.90303827  2.93922658  4.28762004  0.00000000
##  [1495]  4.30231905  0.00000000  1.89917563  1.32768736  0.00000000  0.07038933
##  [1501]  3.23572706  5.53200519  0.00000000  0.13750352  0.00000000  2.54349588
##  [1507]  3.90592848  3.70487196  4.33771109  2.49057013  9.57691888  3.13586317
##  [1513]  4.29130886  0.89530262  0.00000000  4.00988459  2.12432814  1.16992500
##  [1519]  1.97085365  1.28688115  0.01435529  0.02856915  3.71808758  3.15866018
##  [1525]  0.00000000  0.00000000  6.48848287  3.30305008  4.59395128  0.00000000
##  [1531]  0.00000000  0.00000000  0.32192809  4.70487196  0.43295941  2.62058641
##  [1537]  1.82374936  0.00000000  3.10433666  4.45220005  5.30451104  3.29278175
##  [1543]  3.94579496  0.00000000  2.95046841  0.00000000  0.00000000  0.04264434
##  [1549]  7.23878686  1.15055968  0.87184365  0.04264434  2.70265754  4.99729241
##  [1555]  0.00000000  0.01435529  4.09508049  6.96011781  0.00000000  0.82374936
##  [1561]  3.39643353  3.91934008  2.10097765  1.83995959  0.00000000  0.00000000
##  [1567]  1.12432814  4.42223300  0.00000000  0.00000000  4.12267272  6.66817587
##  [1573]  2.99095486  0.00000000  5.03738222  0.00000000  4.07553263  4.76022095
##  [1579]  1.87184365  5.85748343  0.00000000  4.97223312  0.08406426  3.82781902
##  [1585]  1.52105074  5.76314596  3.79908731  2.33913738  2.11103131  1.16992500
##  [1591]  0.00000000  4.88508623  4.83794324  4.21878117  6.09064175  4.77030049
##  [1597]  3.88068553  2.74200621  2.33913738  2.06695024  4.79597469  3.28392177
##  [1603]  0.00000000  3.13914202  5.01569381  2.47767733  0.01435529  1.67807191
##  [1609]  0.56559718  1.79908731  0.96347412  0.00000000 11.70338453  4.98823022
##  [1615]  3.94204526  4.71094415  4.39985467  5.59365256  5.15340003  6.10328781
##  [1621]  3.41006969  1.92599942  0.15055968  2.06350294  9.66666784  6.54550510
##  [1627]  2.19219417  0.00000000  5.96647661  8.75632280  2.82984956  4.79908731
##  [1633]  4.51727569  0.00000000  2.21723072  4.31759350  0.40053793  2.59931779
##  [1639]  5.66362926  0.00000000  5.84974912  2.38681095  5.08873525  5.23496109
##  [1645]  4.34908215  1.19534760  2.45417589  8.06398822  0.00000000  2.88362082
##  [1651]  0.43295941  3.26303441  4.64673870  1.76128527  5.58586390  2.02856915
##  [1657]  3.45154083  0.91838623  3.63923216  1.73984810  0.82374936  0.48542683
##  [1663]  1.14404637  2.03562391  5.83086376  4.43295941  4.40939094  5.77531398
##  [1669]  3.72027847  5.44294350  3.89433274  2.68929916  2.65306002  3.92314918
##  [1675]  3.17791779  4.13339913  3.59335377  2.80322704  5.82374936  3.71149491
##  [1681]  3.81864608  7.17642251  2.64385619  5.57349572  3.94673086  0.04264434
##  [1687]  5.55612282  4.79701298  0.00000000  5.83516616  0.00000000  5.07767027
##  [1693]  4.21955577  6.25152975  6.91025296  4.12680770  1.99276843  0.70487196
##  [1699]  0.07038933  4.76553475  6.90327934  0.96347412  4.99684065  1.31034012
##  [1705]  4.02059109  0.00000000  4.00719550  5.17472599  4.56315813  4.71204545
##  [1711]  0.05658353  0.00000000  3.18586655  4.29204549  4.10265813  0.42223300
##  [1717]  0.83187724  0.15055968 11.54793078  6.40803247  6.82642137  2.17632277
##  [1723]  4.20789285  0.00000000  0.00000000  4.23189316  4.23572706  7.77531398
##  [1729]  4.27052894  0.00000000  0.00000000  0.82374936  2.87381320  0.17632277
##  [1735]  5.28095631  3.58014548  5.05484848  5.09296851  3.07210580  1.47508488
##  [1741]  7.75722331  1.05658353  3.30888506  7.62687714  3.05658353  8.18517278
##  [1747]  4.89093302  1.05658353  2.12763328  6.29351763  0.37851162  4.20711196
##  [1753]  0.27500705  5.25134038  4.62410089  2.51853514  0.00000000  4.55028505
##  [1759]  2.32481060  3.08236197  3.67016051  0.09761080  2.57046293  5.84949893
##  [1765]  6.96809075  3.96069704  0.26303441  3.79805051  1.52606881  0.00000000
##  [1771]  5.25096157  5.00674683  4.55151602  0.09761080  3.42626475  5.19298317
##  [1777]  4.05484848  0.07038933  1.90689060  5.71945727  0.27500705  5.39985467
##  [1783]  0.07038933  6.58706490  0.00000000  2.26603689  3.97452931  5.12763328
##  [1789]  0.04264434  8.66661459  7.11665586  3.04439412  1.55090066  3.41413553
##  [1795]  0.42223300  0.05658353  3.60762622  1.58014548  0.00000000  5.65277328
##  [1801]  8.98675223  5.54905303  6.20261362 11.21367535  0.02856915  4.78502736
##  [1807]  0.00000000  4.36597243  3.63226822  6.79830978  3.30012372  2.60644223
##  [1813]  8.23854805  0.89530262  2.79493566  0.74846123  0.05658353  3.49441561
##  [1819]  3.52606881  4.91599885 11.98844327  5.09508049  0.69599381  0.01435529
##  [1825]  2.62993941  5.55213111  3.14077866  6.98379168  0.00000000  3.35049725
##  [1831]  6.51428010  0.00000000  7.70935957  5.60910485  7.16279412  3.24031433
##  [1837]  4.19455989  4.92789645  0.00000000  0.94110631  1.80735492  0.08406426
##  [1843]  7.36964096  2.92599942  3.02325535  5.82781902  0.33342373  7.87964451
##  [1849]  1.75274859  6.44559429  2.44625623  3.94204526  5.95675366  0.25096157
##  [1855]  3.60999130  2.98913901  2.72465027  3.83390208  5.44360665  2.48026512
##  [1861]  5.44161627  5.97361128  4.76022095  4.84799691  0.00000000  3.45811948
##  [1867]  8.27523990  8.97183091  6.98424755  4.98641094  0.75702325  4.61999983
##  [1873]  0.00000000  2.13093087  0.00000000  4.09339115  3.88068553  3.70818724
##  [1879]  5.60555360  0.15055968  6.74752167  2.17312743  0.00000000  0.01435529
##  [1885]  2.24792751  2.83592407  5.52450254  2.07038933  3.13914202  6.73714592
##  [1891]  0.00000000  3.08746284  3.51979349  3.56681515  4.88752527  3.31324585
##  [1897]  6.44178224  6.09317985  4.11270013  2.78659636  0.01435529  1.96347412
##  [1903]  1.17632277  4.31686981  2.06350294  3.58496250  2.80115866  0.00000000
##  [1909]  4.02414235  3.14730670  0.20163386  4.37225565  0.29865832  0.28688115
##  [1915]  3.40463068  0.01435529  0.00000000  5.52606881  1.00719550  5.35085081
##  [1921]  0.00000000  1.39506280  4.60525726  5.58916424  2.00000000  2.91456452
##  [1927]  0.04264434  6.31596467  3.61235250  0.11103131  6.07296327  0.31034012
##  [1933]  5.00943676  0.13750352  0.27500705  1.03562391  6.39008295  5.59574234
##  [1939]  0.12432814  0.00000000  0.00000000  4.41074813  0.01435529  0.05658353
##  [1945]  0.02856915  3.63226822  0.00000000  0.37851162  0.00000000  7.08438322
##  [1951]  4.72082567  4.37225565  0.01435529  0.00000000  0.00000000  4.57288967
##  [1957]  4.77610399  0.01435529  3.84096670  5.79207446  2.12763328  4.03738222
##  [1963]  7.61161504  0.07038933  6.34837408  4.47573343  4.06522762  0.86393845
##  [1969]  5.42189651  0.00000000  0.00000000  0.62293035  3.30888506  3.34908215
##  [1975]  4.59395128  0.74846123  4.47183776  0.07038933  4.42760617  3.49952702
##  [1981]  7.43512850 11.26370934  1.88752527  0.02856915  4.00629802  2.70265754
##  [1987]  5.63255905  3.74738740  4.31324585  0.05658353  1.70487196  4.55274594
##  [1993]  6.07146236  5.36946648  0.00000000  5.99684065  4.16430358  4.39917109
##  [1999]  1.97452931  4.79337571  0.00000000  0.00000000  0.00000000  6.13257684
##  [2005]  3.35614381  4.40326772  5.80992887  4.57470705  0.00000000  2.73768676
##  [2011]  5.75087444  2.24488706  5.43762725  3.57531233  0.00000000  6.59648796
##  [2017]  3.07724300  3.87479697  4.23035675  1.48542683  4.97590527  3.27052894
##  [2023]  0.00000000  6.07146236  1.11103131  2.48800077  0.01435529  4.33342373
##  [2029]  2.77399633  3.41548827  2.74846123  0.02856915  0.11103131  0.07038933
##  [2035]  0.00000000  0.66902677  0.12432814  6.33735430  0.76553475  0.00000000
##  [2041]  4.86987141  4.36246989  6.05809999  0.00000000  1.04264434  1.43829285
##  [2047]  0.04264434  0.04264434  0.00000000  4.15380534  4.98139603  2.51096192
##  [2053]  5.93710895  0.00000000  5.61441539  3.18745105  0.00000000  9.47415208
##  [2059]  0.00000000  3.54225805  3.85199884  1.70043972  4.45549162  2.82374936
##  [2065]  7.63662462  3.30451104  1.04963077  0.00000000  3.77715667  5.82781902
##  [2071]  5.10768787  3.72246602  0.09761080  0.87970577  6.08193608  4.68032436
##  [2077]  2.93545975  2.81147103  5.35966172  2.50589093  4.70265754  0.00000000
##  [2083]  5.07467669  5.46890909  4.09254574  1.30451104  2.24184018  3.71479501
##  [2089]  3.95698592  2.54101915  1.55581616  8.09903215  1.72683122  0.28688115
##  [2095]  4.78607355  2.53106949  5.43095427  3.81455042  1.89141919  6.76288029
##  [2101]  7.16128307  1.91073266  0.00000000  0.00000000  0.01435529  7.18388346
##  [2107]  3.21256934  8.66184934  6.99627575  6.76778720  6.06047978  4.79805051
##  [2113]  6.17971008  3.32048468  6.94836723  5.00809242  0.54596837  0.35614381
##  [2119]  0.70487196  5.79233481  4.49441561  0.34482850  0.27500705  4.95466162
##  [2125]  1.48026512  4.67299099  8.66806947  3.72683122  2.84599177  4.06781078
##  [2131]  0.00000000  4.81864608  3.80322704  3.70376518  0.93357264  0.00000000
##  [2137]  6.37434399  1.81147103  2.18903382  3.07038933  4.21412481  1.32768736
##  [2143]  1.59454855  0.00000000  3.89917563  2.28983447  0.76553475  5.72900887
##  [2149]  0.12432814  2.88362082  3.97177345  0.00000000  3.05658353  4.71918344
##  [2155]  0.00000000  0.31034012  7.23955080  6.96139181  4.80219322  2.67129337
##  [2161]  2.03913839  3.77715667  3.42492209  3.57773093  0.27500705  0.43295941
##  [2167]  3.72246602  6.36632221  3.76447355  2.33628339  5.30852106  0.90303827
##  [2173]  0.00000000  0.00000000  4.27649667  3.92789645  4.06953033  0.00000000
##  [2179]  9.14062530  3.46466827  0.31034012  0.08406426  4.44890095  2.69599381
##  [2185]  4.69265037  4.12018603  4.72900887  0.00000000  3.63575439  8.48619145
##  [2191]  8.56117337  2.65535183  7.91264986  0.00000000  2.83794324  2.55581616
##  [2197]  4.03121873  0.04264434  0.51601515  5.78790256  1.16992500  0.01435529
##  [2203]  0.00000000  6.39746073  0.22650853  5.12515513  1.12432814  3.45811948
##  [2209]  4.11519975  4.31686981  7.05104576  0.58496250  6.06931549  6.28336621
##  [2215]  4.61823866  5.63865312  3.02502879  4.36036428  1.92979100  2.93734439
##  [2221]  3.88947354  4.99638875  3.72683122  5.59006302  3.65878273  0.53605290
##  [2227]  0.04264434  4.77505054  4.07210580  4.49697358  1.27500705  0.09761080
##  [2233]  4.77030049  2.87381320  3.65878273  0.01435529  3.93922658  6.00045077
##  [2239]  1.26903315  4.91408610  4.88801259  6.57984389  0.07038933  2.67355642
##  [2245]  7.63633460  0.04264434  5.63691458  1.77820858  1.94485845  0.22650853
##  [2251]  0.05658353 10.28122299  4.65992456  3.27052894  3.14730670  3.42223300
##  [2257]  5.16551002  2.19849415  3.99638875  0.00000000  0.00000000  0.34482850
##  [2263]  0.77399633  6.43396093  0.04264434  5.55550943  6.68481874  3.92314918
##  [2269]  0.28688115  7.51175265  0.68706069  4.39711841  4.68929916  0.00000000
##  [2275]  4.49377541  0.02856915  0.00000000  4.79908731  0.04264434  3.08236197
##  [2281]  4.19534760  7.22804905  0.01435529  6.35261730  2.37016428  4.23802252
##  [2287]  0.37851162  5.72737594  3.80219322  6.12515513  5.40326772  5.57167681
##  [2293]  4.82222027  3.44360665  4.69376571  3.89627185  2.63226822  2.42223300
##  [2299]  0.16349873  3.69599381  1.45943162  2.60407132  3.23419472  6.49185310
##  [2305]  5.09803208  0.00000000  0.00000000  0.42223300  4.79129315  6.86232740
##  [2311]  0.83187724  3.46074256  5.31542132  2.57531233  2.03210084  2.76553475
##  [2317]  2.81966818  5.77847143  1.36176836  6.49377541  5.41074813  1.59454855
##  [2323]  7.03276207  6.28002836  3.41006969  5.82425870  1.79908731  5.75087444
##  [2329]  4.20320116  0.00000000  7.68460838  6.31650782  5.93993176  4.35473424
##  [2335]  2.81352469  2.04963077  0.64154603  7.31006741  3.06004738  0.08406426
##  [2341]  2.23878686  2.08746284  4.11019618  3.46074256  5.62263757  0.46466827
##  [2347]  4.81813476  4.90303827  4.07553263  1.09085343  0.34482850  0.63226822
##  [2353]  2.35332329  7.85274796  4.64443315  1.95605665  7.02014657  0.00000000
##  [2359]  7.07253460  0.00000000  0.00000000  2.03913839  3.69932953  6.84058912
##  [2365]  0.00000000  5.06995989  5.00450139  1.44890095  0.09761080  3.31179372
##  [2371]  5.21412481  7.04483123  0.21412481  1.36176836  4.72683122  2.27798475
##  [2377]  7.55097760  5.10977843  5.52919627  5.10601324  2.17632277  7.49265437
##  [2383]  6.48687524  0.00000000  3.55581616  5.23572706  0.37851162  5.34801991
##  [2389]  0.00000000  3.92029330  3.92124589  4.34766566  4.11019618  8.22047507
##  [2395]  4.46858332  4.48607074  8.09407769  2.61117238  0.85598970  4.90062533
##  [2401]  3.51349075  4.47897181  5.15015346  4.13996057  0.18903382  3.97544677
##  [2407]  3.87774425  6.68355611  0.02856915  0.00000000  5.16992500  5.12101540
##  [2413]  5.07339182  2.40053793  4.14323013  1.51096192  0.04264434  4.89141919
##  [2419]  3.66220550  1.40599236  5.14445431  6.46613766  0.02856915  3.88362082
##  [2425]  4.58014548  0.11103131  8.02972894  0.34482850  0.00000000  4.14974712
##  [2431]  3.39231742  0.36737107  4.17791779  7.20026108  0.00000000  4.61941301
##  [2437]  4.51222689  5.92053151  6.72287582  3.94016675  6.14771372  5.85673676
##  [2443]  5.94298360  0.13750352  6.43145582  0.02856915  5.33306588  8.60266175
##  [2449]  5.87749887  6.06802584  5.52450254  2.89336221  3.85897561  5.21451341
##  [2455]  4.97269265  0.08406426  0.00000000  5.86121100  0.00000000  0.16349873
##  [2461]  0.01435529  6.06522762  3.21878117  2.58496250  7.26406722  2.04614178
##  [2467]  5.96393645  1.16992500  2.57046293  4.32192809  5.60466442  0.00000000
##  [2473]  5.34091827  0.04264434  6.27779882  2.53356335  0.00000000  0.07038933
##  [2479]  4.51979349  0.00000000  7.45680615  0.93357264  0.79908731  0.49569516
##  [2485]  5.03430377  4.93687346  0.00000000  0.00000000  0.13750352  0.18903382
##  [2491]  5.72246602  0.00000000  4.37851162  2.88166462  4.39163026  4.25927249
##  [2497]  3.39506280  0.01435529  3.22958792  0.55581616  9.58995070  5.24982455
##  [2503]  7.36027648  6.82298502  3.46727948  5.33127527  3.64500988  0.00000000
##  [2509]  3.74416110  6.06177620  4.07638807  2.96532255  6.22766407  0.05658353
##  [2515]  0.00000000  0.00000000  7.59439926  0.08406426  0.00000000  4.36106649
##  [2521]  1.81966818  7.67898739  0.00000000  0.00000000  3.04963077  0.00000000
##  [2527]  2.97452931  6.54504168  0.84799691  0.00000000  5.09296851  0.21412481
##  [2533]  5.25889576  5.98641094  0.12432814  0.48542683  0.00000000  1.92599942
##  [2539]  3.94673086  5.34056227  6.81326814  2.40871186  2.26303441  3.07553263
##  [2545]  0.23878686  8.53892610  3.03210084  0.07038933  2.50334874  3.89820835
##  [2551]  2.09085343  0.00000000  0.01435529  0.37851162  1.66448284  0.00000000
##  [2557]  1.11103131  2.25096157  5.40053793  4.37155886  5.36632221  0.00000000
##  [2563]  0.00000000  2.29865832  5.96739920  4.17232749  0.00000000  2.86987141
##  [2569]  0.08406426  6.62029315  4.07638807  3.53605290  5.04832339  0.00000000
##  [2575]  3.85996955  0.00000000  0.00000000  6.00495076  5.49665408  0.00000000
##  [2581]  5.92694825  2.94860085  0.00000000  6.28355142  4.33913738  0.00000000
##  [2587]  0.72246602  0.00000000  3.58736499  4.87676249  3.96809075  0.00000000
##  [2593]  0.00000000  3.88557436  3.68257330  0.63226822  2.41142625  9.22042670
##  [2599]  0.17632277  0.00000000  5.98845747  8.38314266  1.44360665  4.15785217
##  [2605]  2.56071495  1.43295941  3.60407132  0.35614381  7.43954003  0.34482850
##  [2611]  0.00000000  0.00000000  5.06177620  0.00000000  3.60525726  4.05050170
##  [2617]  1.67355642  5.02901109  7.58638946  0.00000000  3.97177345  7.28706591
##  [2623]  4.07809742  0.09761080  8.97656412  0.00000000  5.08151007  7.18933040
##  [2629]  0.00000000  5.96924260  3.73552218  1.86393845  0.00000000  2.61588707
##  [2635]  3.09592442  5.52356196  5.24868663  1.24488706  0.00000000  6.18308946
##  [2641]  0.00000000  0.00000000  8.16701664  0.09761080  1.89530262  1.09761080
##  [2647]  6.72928085  5.61970645  0.02856915  6.66120803  8.23563134  0.00000000
##  [2653]  0.37851162  2.15055968  0.00000000  3.28095631  0.05658353  0.25096157
##  [2659]  5.67750824  5.92029330  4.22110373  0.04264434  0.13750352  0.00000000
##  [2665]  0.08406426  0.00000000  4.75221337  0.07038933  3.16832112  0.07038933
##  [2671]  3.43829285  5.04614178  5.28429203  6.57485839  0.98550043  3.83491343
##  [2677]  3.92884404  3.94485845  0.84799691  0.00000000  2.89530262  3.09592442
##  [2683]  3.82883465  2.86393845  4.41481206  0.01435529  2.94298360  1.59454855
##  [2689]  0.28688115  1.41142625  3.48026512  0.00000000  2.35895883  0.04264434
##  [2695]  6.37190730  3.78345665  0.00000000  5.57712666  3.71479501  2.31324585
##  [2701]  4.67807191  3.15542543  3.09254574  4.91408610  1.21412481  2.35895883
##  [2707]  0.00000000  3.99729241  5.92314918  8.42957412  6.85972113  5.97636364
##  [2713]  1.84398384  2.13093087  3.98367769  3.17312743  0.57531233  5.73416766
##  [2719]  4.85847839  0.07038933  0.00000000  4.44890095  0.00000000  4.80992887
##  [2725]  5.98367769  6.58089920  4.55887985  1.43829285  1.96716861  5.34695689
##  [2731]  8.20789285  2.37573454  0.00000000  5.46727948  2.40053793  7.92475313
##  [2737]  5.09929520  3.06004738  6.52982095  3.91552090  3.92694825  5.70099449
##  [2743]  0.65076456  4.55028505  4.66845956  3.89336221  4.70708299  3.02325535
##  [2749]  3.47248777  4.10936056  8.31492306  3.63110428  5.33556901  4.09254574
##  [2755]  2.42492209  5.55918587  0.08406426  3.65306002  4.26753580  3.72355856
##  [2761]  0.00000000  0.15055968  5.96901231  4.87430517  0.38956681  3.77294134
##  [2767]  1.82781902  6.91468411  3.10936056  5.21606678  1.51096192  0.04264434
##  [2773]  3.59215800  3.23572706  4.59753117  5.31759350  5.48864354  6.14730670
##  [2779]  5.16470584  3.00719550  5.78398041  0.42223300  5.76447355  7.34881666
##  [2785]  0.00000000  0.01435529  0.22650853  2.47248777  3.96809075  5.33806780
##  [2791]  6.66618849  2.87381320  3.43295941  3.88557436  0.79077204  3.88557436
##  [2797]  8.85990745  3.94110631  0.00000000  4.41278153  2.37573454  6.24393560
##  [2803]  5.29388543  0.11103131  4.98641094  0.00000000  2.69599381  3.73335434
##  [2809]  4.28835856  0.02856915  2.45417589  3.41413553  6.67891699  5.41210404
##  [2815]  5.22419466  5.15380534  4.78293270  0.33342373  1.63226822  1.36737107
##  [2821]  2.44625623  1.89141919  0.00000000  4.50398470  3.98367769  0.00000000
##  [2827]  5.11270013  1.52606881  3.12101540  0.61353165  5.14200492  3.22804905
##  [2833]  4.42425029  4.15946773  0.01435529  1.70929064  0.15055968  1.23878686
##  [2839]  7.10643208  3.46597446  2.73552218  4.35261730  3.87676249  4.27500705
##  [2845]  3.55336050  3.73118324  4.97636364  4.68706069  2.29278175  1.67355642
##  [2851]  0.17632277  0.17632277  4.66562016  0.31034012  0.00000000  4.53294029
##  [2857]  3.45417589  0.40053793  2.54349588  1.02147973  3.76871366  6.39882918
##  [2863]  3.21878117  1.81557543  3.39643353  4.48284828  0.87184365  4.34198575
##  [2869]  2.32192809  2.19849415  0.08406426  2.62293035  1.86393845  2.97269265
##  [2875]  2.95605665  5.09550252  0.00000000  0.73984810  2.58976349  3.33913738
##  [2881]  3.14893410  0.00000000  4.46923479  0.00000000  0.21412481  5.70708299
##  [2887]  4.21645487  3.78764141  0.00000000  5.39471991  2.24488706  2.62527049
##  [2893]  0.47508488  3.21567860  1.03562391  2.76341157  0.18903382  2.82984956
##  [2899]  2.86195536  5.84999926  8.07692246  4.21101219  3.76447355  0.00000000
##  [2905]  1.98185265  1.98550043  0.04264434  0.00000000  4.34766566  0.00000000
##  [2911]  2.94485845  5.27164977  0.29865832  1.13093087  0.00000000  3.68706069
##  [2917]  4.28762004  6.60614608  3.95512678  8.93109206  0.00000000  4.23725777
##  [2923]  3.41006969  5.59663703  3.99095486  5.52262076  1.50080205  5.46630083
##  [2929]  5.67468662  4.91743176  4.40053793  3.31324585  5.40360858  3.39917109
##  [2935]  0.00000000  0.41142625  2.52356196  4.12350066  7.07927143  0.00000000
##  [2941]  3.83289001  0.00000000  5.52230689  3.69932953  3.66789213  1.68257330
##  [2947]  0.00000000  3.70487196  1.33913738  3.07382023  0.11103131  0.38956681
##  [2953]  6.49361531  8.09502773  4.94626298  0.35614381  0.17632277  4.77294134
##  [2959]  0.01435529  6.19888699  5.52387555  3.06695024  4.58916424  2.92409989
##  [2965]  3.06867081  4.93215568  5.47053687  0.00000000  2.95233357  3.28835856
##  [2971]  2.28688115  4.41818995  2.80322704  6.05289405  0.08406426  6.86913112
##  [2977]  0.87184365  0.02856915  5.75007049  2.63691458  0.05658353  0.63226822
##  [2983]  9.49930777  5.63139535  5.43095427  0.00000000  0.00000000  2.62760684
##  [2989]  0.00000000  0.02856915  2.79285535  0.21412481  2.65992456  3.25701062
##  [2995]  5.65277328  6.80348538  0.00000000  5.66817587  0.00000000  4.03033608
##  [3001]  0.00000000  3.44625623  8.30984011  5.39848719  1.63691458  3.60169652
##  [3007]  6.17312743  4.21334728  4.63749433  6.12515513  4.76500425  1.74416110
##  [3013]  1.98185265  0.08406426  0.00000000  3.59454855  0.04264434  5.07424852
##  [3019]  1.97452931  2.48542683  0.00000000  0.00000000  0.00000000  7.13216553
##  [3025]  3.46727948  5.54936113  8.64922024  2.73984810 12.14676276  6.99016071
##  [3031]  0.26303441  8.47135006  2.08065766  0.00000000  0.51601515  7.28660396
##  [3037]  5.36422222  6.40854204  0.59454855  2.87970577  2.88752527  0.40053793
##  [3043]  4.80838505  0.75702325  6.76288029  1.76977174  7.46197049  0.11103131
##  [3049]  0.32192809  0.00000000  8.85869595  3.45154083  0.70487196  2.38681095
##  [3055]  3.95233357  3.10601324  6.37051305  3.48413813  0.78240856  4.09339115
##  [3061]  1.88362082  5.23419472  0.00000000  4.64673870  0.08406426  6.83251031
##  [3067]  0.00000000  0.49569516  0.00000000  0.00000000 13.14794898  6.82629425
##  [3073]  0.11103131  0.52606881  7.39660478  0.54596837  0.15055968  0.00000000
##  [3079]  6.53480866  5.34091827  0.00000000  7.24897119  5.55857378  6.30213623
##  [3085]  1.28095631  2.18586655  1.77399633  2.56315813  0.00000000  1.29865832
##  [3091]  6.84385826  4.72683122  5.57228337  0.23878686  0.27500705  5.88703779
##  [3097]  0.08406426  2.60407132  5.31505897  0.00000000  1.18903382  0.61353165
##  [3103]  0.00000000  0.00000000  0.00000000  0.38956681  1.49057013  5.93002764
##  [3109]  1.17632277  2.31034012  0.91838623  0.05658353  0.00000000  0.00000000
##  [3115]  4.83743871  2.80115866  2.61353165  6.99174858  4.58375975  8.00191481
##  [3121]  0.00000000  3.79597469  0.00000000  0.18903382  4.08491466  1.09761080
##  [3127]  3.37016428  5.84724531  5.10349764  0.12432814 11.85776333  0.00000000
##  [3133]  0.00000000  3.31034012  1.62760684  1.07724300  0.15055968  2.28095631
##  [3139]  1.98550043  2.19219417  0.40053793  0.07038933  7.64060647  6.18586655
##  [3145]  2.07724300  0.07038933  5.61529858  8.03831545  0.00000000  0.17632277
##  [3151]  0.31034012  0.38956681  5.39780296  6.42978332  6.39403390  6.36211917
##  [3157]  4.07553263  0.32192809  0.00000000  1.48542683  1.82374936  3.94485845
##  [3163]  4.90110824  4.62877360  2.74846123  0.08406426  2.55581616  0.00000000
##  [3169]  5.51633039  2.26603689  3.87184365  3.37851162  0.08406426  1.13093087
##  [3175]  4.95559179  1.83592407  3.98185265  6.00270252  5.45450494  0.00000000
##  [3181]  4.20163386  5.13627343  3.85199884  0.00000000  1.29278175  5.76394266
##  [3187]  1.01435529  2.74846123  3.68032436  0.97819563  2.25398927  0.25096157
##  [3193]  3.81352469  0.04264434  5.61823866  0.97085365  0.04264434  3.46074256
##  [3199]  1.80735492  2.55581616  3.46858332  3.22804905  4.48542683  0.00000000
##  [3205]  5.54473266  0.00000000  7.19780643  5.38128337  5.90352037  5.12680770
##  [3211]  2.57773093  3.93922658  0.00000000  1.37295210  5.93640238  0.32192809
##  [3217]  1.53605290  3.86888427  1.44890095  1.19534760  4.20867332  3.35473424
##  [3223]  0.00000000  0.00000000  2.01435529  9.32359525  0.65992456  0.42223300
##  [3229]  0.04264434  4.25851892  5.74469931  4.06522762  3.41818995  0.74846123
##  [3235]  5.95837871  4.27575205  2.21101219  2.58976349  3.20163386  2.25701062
##  [3241]  6.64226835  0.02856915  5.06738058  1.40053793  0.00000000  4.70154906
##  [3247] 10.25238160  2.01077984  7.99638875  0.12432814  7.48300958  7.69668939
##  [3253]  3.02856915  1.60880924  2.66448284  7.66170685  5.36911746  6.66220550
##  [3259]  0.02856915  5.30669971  1.97452931  0.02856915  0.00000000  6.50175759
##  [3265]  1.45417589  0.02856915  4.05658353  0.00000000  1.24488706  0.36737107
##  [3271]  0.00000000  4.27351589  2.10433666  5.10517519  3.37295210  8.09444722
##  [3277]  2.90496572  6.44294350  1.32192809  3.92029330  5.91599885  7.74092756
##  [3283]  6.92706681  1.87184365  0.00000000  0.80735492  0.00000000  3.85598970
##  [3289]  2.83390208  3.94110631  5.51633039  3.87774425  1.32192809  0.23878686
##  [3295]  5.54473266  1.03562391  3.38266725  2.13422094  0.37851162  5.26077843
##  [3301]  6.18169891  2.24488706  1.87578006  6.62073302  0.29865832  3.68481874
##  [3307]  0.57531233  7.92854798  6.29829173  5.60347799  5.75488750  3.86987141
##  [3313]  5.71945727  7.19327894  3.06867081  0.21412481  7.89796643  0.32192809
##  [3319]  0.52606881  5.36457243  6.59305492  4.91217080  0.00000000  3.77925972
##  [3325]  7.48091135  4.28762004  0.50589093  0.05658353  0.00000000  2.36176836
##  [3331]  2.02147973  0.52606881  3.93168306  3.38543104  3.52481593  0.68706069
##  [3337]  1.70043972  3.49952702  0.78240856  2.26903315  8.76639639  0.73118324
##  [3343]  0.01435529  0.00000000  0.04264434  0.08406426  3.46205232  2.28983447
##  [3349]  2.45154083  0.00000000  0.77399633  0.00000000  2.19219417  0.99276843
##  [3355]  7.49697358  3.10768787  2.64154603  0.49569516  5.03298242  3.29865832
##  [3361]  1.45417589  3.31903982  0.16349873  3.09085343  2.56071495  3.24031433
##  [3367]  3.42492209  1.68257330  2.14077866  4.70929064  0.00000000  5.65391987
##  [3373]  2.98550043  0.00000000  0.00000000  1.23878686  8.47731305  0.09761080
##  [3379]  0.27500705  6.42374623  2.49569516  3.42894634  0.17632277  3.07895134
##  [3385]  0.01435529  2.04614178  3.24640809  3.80219322  4.35191096  2.73335434
##  [3391]  6.01769925  5.34589309  4.76818432  3.07553263  2.26903315  0.01435529
##  [3397]  0.83187724  0.02856915  4.67355642  4.97269265  2.36176836  2.31903982
##  [3403]  1.96716861  0.00000000  3.88362082  5.94321809  0.01435529  0.08406426
##  [3409]  2.12763328  0.00000000  0.00000000  4.85598970  4.26753580  4.16671544
##  [3415]  3.49185310  5.53511982  3.66562016  4.11769504  0.38956681  0.35614381
##  [3421]  2.96716861  0.16349873  5.04570506  4.11769504  3.35191096  3.11103131
##  [3427]  4.29278175  0.61353165  5.75167795  0.56559718  4.33913738  5.05311134
##  [3433]  4.66391384  3.44493205  2.70043972  0.21412481  7.18685707  2.98002530
##  [3439]  0.07038933  3.24336443  3.17312743  0.09761080  4.33628339  6.22438763
##  [3445]  1.39506280  1.77399633  3.20476675  3.57893871  2.93922658  5.61264738
##  [3451]  3.38128337  7.02491802  3.76659516  0.07038933  1.58976349  4.19140473
##  [3457]  4.35261730  2.41953889  1.65535183  0.05658353  7.46564803  0.00000000
##  [3463]  3.76447355  4.87184365  4.97682185  3.15866018  6.11686376  4.11436702
##  [3469]  4.37920506  4.52982095  7.40258576 10.99763113  2.52606881  4.84096670
##  [3475]  6.50223511  1.70487196  3.41953889  0.00000000  1.62760684  0.00000000
##  [3481]  1.85598970  0.00000000  2.91838623  4.64443315  3.15542543  5.95163442
##  [3487]  4.05484848  5.97429986  3.68594015  8.71603061  3.20633065 11.93482607
##  [3493]  1.44360665  1.42760617  4.71424552  0.02856915  6.60836572  4.41074813
##  [3499]  1.32768736  0.45417589  4.00988459  0.96347412  0.00000000  6.41396635
##  [3505]  3.20006486  2.63459327  3.34482850  0.08406426  4.19219417  0.00000000
##  [3511]  2.78659636  7.17841587  5.67638026  4.16188768  3.35332329  1.89917563
##  [3517]  6.30852106  5.23266076  3.94110631  3.94392133  5.23189316  2.26603689
##  [3523]  4.16832112  3.11603199  3.75167795  4.48992822 10.56260496  7.24621805
##  [3529]  6.14893410  0.26303441  0.26303441  3.04963077  6.88606234  9.44489065
##  [3535]  0.01435529  4.26603689  2.95046841  4.12515513  5.76579992  5.04570506
##  [3541]  4.83693401  5.97842447  2.68032436  3.42626475  5.29351763  5.74604398
##  [3547]  7.90171165  5.82222027  6.38301302  8.79122802  4.16832112  3.62175886
##  [3553]  6.30378075  8.01703108  0.00000000  0.00000000  0.00000000  0.00000000
##  [3559]  0.00000000  2.08065766  0.04264434  0.00000000  0.08406426  4.90014226
##  [3565]  6.53776198  2.97819563  3.52481593  5.24868663  0.05658353  0.02856915
##  [3571]  2.70265754  0.28688115  2.81966818  0.21412481  0.00000000  5.16832112
##  [3577]  7.02845865  5.87405920  7.01836712  0.65076456  0.15055968  1.35614381
##  [3583]  2.92219785  5.63778411  0.21412481  1.81966818  3.69376571  4.51601515
##  [3589]  0.07038933  6.54735728  0.09761080  4.31614574  5.51853514  0.29865832
##  [3595]  0.11103131  9.09320626  2.67581593  6.17831627  5.14689956  2.79077204
##  [3601]  4.85099939  3.08915913  0.00000000  0.00000000  5.61706334  1.13093087
##  [3607]  5.07253460  2.97085365  0.00000000  3.43962314  5.17232749  4.81147103
##  [3613]  3.70708299  2.62993941  0.08406426  3.63226822  3.20945337  4.08236197
##  [3619]  0.12432814  3.10433666  0.00000000  4.49888909  0.00000000  0.05658353
##  [3625]  3.80838505  6.60984359  0.00000000  0.00000000  2.57773093  2.35332329
##  [3631]  0.00000000  0.00000000  0.00000000  2.88362082  1.81966818  1.15055968
##  [3637]  4.24640809  0.00000000  2.77610399  2.43562859  1.69153416  5.96601510
##  [3643]  0.00000000  2.38956681  6.76208300  0.02856915  0.32192809  3.97727992
##  [3649]  0.15055968  0.02856915  2.81352469  0.00000000  2.49569516 10.29147003
##  [3655]  5.25814200  0.00000000  6.21567860  5.18388346  5.95628903  3.55213111
##  [3661]  3.20476675  4.54843662  6.01279212  0.00000000  1.76128527  0.37851162
##  [3667]  2.94485845  0.99276843  1.66448284  2.76765480  1.54101915  0.00000000
##  [3673]  4.35684808  3.10936056  4.09085343  0.01435529  5.00719550  0.00000000
##  [3679]  0.17632277  2.04614178  0.01435529  2.90110824  0.56559718  4.73984810
##  [3685]  3.15542543  2.24184018  1.06350294  4.73768676  4.61529858  0.01435529
##  [3691]  0.00000000  0.33342373  0.02856915  5.62087961  7.16017397  5.24792751
##  [3697]  0.00000000  3.84197312  6.27631055  8.59902018  4.13010718  0.11103131
##  [3703]  4.15218342  0.00000000  1.49057013  1.16349873  9.33884778  0.00000000
##  [3709]  2.55336050  4.45549162  0.55581616  4.09169983  3.12432814  0.47508488
##  [3715]  2.26002566  5.33913738  4.39369076  3.76765480  4.21878117  5.29902481
##  [3721]  4.79337571  4.99050111  4.82374936  0.04264434  0.00000000  0.00000000
##  [3727]  4.16591194  4.87430517  6.83478705  7.33503299  7.66576227  6.90484533
##  [3733]  0.00000000  0.45417589  2.51096192  5.13873257  6.34020618  7.02956331
##  [3739]  0.34482850  3.49441561  0.37851162  0.09761080  0.00000000  0.00000000
##  [3745]  3.63343121  4.71863562  1.31614574  8.64345939  0.37851162  3.60525726
##  [3751]  4.51159454  3.51727569  3.82680268  0.21412481  1.92599942  4.39094277
##  [3757]  2.75488750  0.05658353  3.63923216  5.01747656  0.00000000  6.63343121
##  [3763]  0.13750352  0.02856915  3.48542683  0.00000000  7.67065625  2.70043972
##  [3769]  3.71039319  7.71108186  3.64270157  5.06824086  3.24944534  7.65169753
##  [3775]  4.74092756  2.01792191  0.17632277  0.16349873  0.09761080  7.66035251
##  [3781]  3.08236197 12.29212029  6.10894257  5.04614178  8.06490440  5.32409052
##  [3787]  5.49793165  0.64154603  3.25096157  5.14852743  0.00000000  0.01435529
##  [3793]  0.25096157  6.12350066  4.71863562  2.62058641  0.00000000  3.22342255
##  [3799]  0.00000000  4.80529246  0.31034012  6.12453493  3.08915913  0.07038933
##  [3805]  2.54596837  0.29865832  3.40053793  3.91743176  5.79856900  3.19534760
##  [3811]  2.94485845  3.76234882  0.00000000  4.60050765  9.75050602  8.29650329
##  [3817]  0.00000000  1.49057013  4.71589337  0.48542683  0.00000000  0.00000000
##  [3823]  0.00000000 10.96618818  0.00000000  2.70043972  0.43295941  1.40053793
##  [3829]  6.07745665  5.68425771  3.93073734  0.55581616  0.22650853  6.50827018
##  [3835]  1.00000000  4.56193706  5.42492209  2.94298360  0.01435529  2.36176836
##  [3841]  8.86170729  5.59514557  7.04723300  0.00000000  0.31034012  5.43496176
##  [3847]  0.02856915  2.45943162  0.43295941  3.16188768  0.00000000  1.40053793
##  [3853]  4.06436554  2.96901231  4.72465027  2.75488750  0.00000000  3.47118746
##  [3859]  0.07038933  2.83187724  5.60496087  4.44228004  7.12773644  3.64270157
##  [3865]  2.14077866  0.00000000  0.00000000  2.72246602  2.66220550  4.61117238
##  [3871]  6.01435529  4.41548827  5.02635745  0.00000000  0.21412481  3.44360665
##  [3877]  3.17312743  2.45154083  6.14118753  3.26303441  0.01435529  7.59983847
##  [3883]  2.45943162  4.99684065  0.00000000  0.00000000  4.01881219  2.77610399
##  [3889]  4.80580835  4.81044310  5.67919857  4.99684065  5.52450254  8.89029468
##  [3895] 11.83735987  6.43629512  5.90110824  2.00000000  3.08576455  6.47961861
##  [3901]  3.30158765  1.53106949  5.32012360  4.35402894  5.97819563  9.94141447
##  [3907]  3.03913839  4.94766616  4.71369581  4.13339913  8.53846056  5.11769504
##  [3913]  5.62877360  2.24488706  2.36457243  0.15055968  0.00000000  3.06695024
##  [3919]  5.69097574  0.00000000  9.64718857  3.86888427  6.59753117  1.52606881
##  [3925]  0.31034012  0.28688115  4.89190519  0.00000000  4.31251997  1.63691458
##  [3931]  9.59635750  0.02856915  2.06695024  7.24136353  5.32948243  0.00000000
##  [3937]  0.02856915  2.01435529  4.58556350  0.92599942  0.36737107  6.04286318
##  [3943]  0.32192809  0.11103131  7.01245694  5.77768272  1.02147973  2.35049725
##  [3949]  0.34482850  0.74846123  0.00000000  3.72246602  2.61117238  0.01435529
##  [3955]  3.08406426  2.19849415  0.07038933  4.99367436  5.60999130  5.56163163
##  [3961]  3.06522762  1.67355642  0.00000000  0.80735492  0.00000000  0.48542683
##  [3967]  4.17871464  3.32768736  2.57773093  0.00000000  3.17152711  0.00000000
##  [3973]  0.00000000  4.03210084  0.00000000  4.29057185  3.22032995  7.71410811
##  [3979]  5.62058641  7.33064803  0.00000000  0.00000000  6.96116026  4.22958792
##  [3985]  0.12432814  0.38956681  2.32768736  4.99276843  1.98185265  3.64270157
##  [3991]  0.00000000  3.33055840  2.03210084  0.02856915  0.15055968  1.26303441
##  [3997]  0.27500705  2.52857132  4.83743871  2.74416110  0.55581616  0.00000000
##  [4003]  0.85598970  0.00000000  2.17951105  5.88703779  0.74846123  2.87381320
##  [4009]  5.49313492  0.00000000  3.55581616  0.04264434  0.01435529  0.00000000
##  [4015]  2.46205232  3.04963077  0.56559718  2.71808758  0.18903382  0.00000000
##  [4021]  0.00000000  5.79779120  4.12680770 13.05401070  4.95512678  0.12432814
##  [4027]  6.57000746  0.42223300  1.05658353  0.56559718  6.80464733  0.00000000
##  [4033]  4.95279948  1.97452931  2.91838623  1.99638875  2.92789645  7.21140164
##  [4039]  1.10433666  1.35049725  0.63226822  0.29865832  2.59215800  1.91456452
##  [4045]  0.00000000  5.77794567  0.13750352  0.00000000  0.17632277  3.92694825
##  [4051]  7.60651626  0.00000000  1.72683122  0.09761080  0.00000000  4.84197312
##  [4057]  1.19534760  1.05658353  5.67666233  4.88655015  2.07038933  2.76977174
##  [4063]  0.38956681  0.00000000  1.25701062  4.16027483  6.68299458  4.56803210
##  [4069]  3.53480866  2.98913901  6.14077866  4.17871464  3.62175886  9.05398017
##  [4075]  4.83238372  5.69794058  4.12267272  0.00000000  3.53106949  4.09169983
##  [4081]  3.92694825  5.59335377  2.72465027  3.00180224  0.00000000  1.25096157
##  [4087]  0.86393845  4.96254902  0.88752527  0.00000000  3.25851892  0.00000000
##  [4093]  0.00000000  3.64500988  0.00000000  4.18030702  2.46988598  3.14404637
##  [4099]  2.35614381  0.00000000  0.00000000  3.31324585  0.00000000  3.73335434
##  [4105]  5.84774642  1.52105074  4.01167453  2.55826763  4.25776497  5.60733031
##  [4111]  7.64896869  5.63488364  6.10706011  1.94110631  0.00000000  0.18903382
##  [4117]  0.00000000  0.00000000  1.88362082  3.26303441  0.02856915  5.93239194
##  [4123]  3.93640238  3.30451104  4.24716800  0.00000000  0.00000000  1.04963077
##  [4129]  0.00000000  0.00000000  1.39506280  1.93357264  0.04264434  0.00000000
##  [4135]  0.00000000  0.15055968  4.95884268  3.57046293  2.34198575  4.31106710
##  [4141]  0.26303441  3.20006486  0.01435529  0.00000000  5.89506021  3.14730670
##  [4147]  2.26903315  0.63226822  5.23878686  3.66675659  5.14077866  0.00000000
##  [4153]  5.69320815  2.90303827  5.26903315  9.13036463  0.00000000  2.97452931
##  [4159]  0.00000000  7.12866459  0.00000000  1.61823866  2.85996955  5.63284983
##  [4165]  6.49633451  0.00000000  0.08406426  4.81506302  0.00000000  3.26453643
##  [4171]  0.05658353  0.00000000  5.25247621  0.28688115  8.95678270  4.46008724
##  [4177]  6.88715968  0.55581616  0.23878686  4.68088692  4.67807191  0.00000000
##  [4183]  1.85598970  3.70487196  0.00000000  2.64846544  4.43095427  2.12763328
##  [4189]  6.25870735  3.37712375  7.22958792  4.49569516  4.94392133  2.49057013
##  [4195]  5.84473714  3.42223300  5.10977843  0.23878686  0.00000000  7.21606678
##  [4201]  4.21878117  2.99095486  1.85199884  0.04264434  5.22920336  3.86987141
##  [4207]  0.11103131  1.85598970  0.00000000  4.91121220  6.11144870  4.19927972
##  [4213]  3.11769504  6.10013667  4.21645487  0.00000000  0.00000000  0.79077204
##  [4219]  3.67468662  0.25096157  2.39506280  1.20789285  0.00000000  2.73335434
##  [4225]  5.82323984  6.03826058  4.35684808  4.65133877  4.86443380  4.17312743
##  [4231]  3.58014548  3.18745105  0.00000000  8.19076299  3.64616266  0.01435529
##  [4237]  6.41835863  4.23802252  1.46466827  0.55581616  2.06695024  0.00000000
##  [4243]  5.70127180  0.02856915  0.00000000  1.95605665  3.25701062  0.97085365
##  [4249]  3.92504996  3.51349075  3.55336050  2.90303827  4.72955277  0.01435529
##  [4255]  6.74685018  5.63459327  0.00000000  2.44625623  5.82196527  5.42660023
##  [4261] 10.90670273  5.27500705  5.65248649  5.26491169  1.44890095  2.33055840
##  [4267]  4.61588707  0.09761080  0.01435529  3.20006486  3.98913901  0.00000000
##  [4273]  4.91264986  6.01435529  3.58496250  1.92219785  0.58496250  4.27575205
##  [4279]  0.12432814  2.94860085  4.40122086  1.94860085  4.31614574  0.09761080
##  [4285]  0.79077204  4.36527260  3.93734439  0.35614381  1.04963077  1.77820858
##  [4291]  7.06220808  0.08406426  4.04788733  1.09761080  6.13195982  0.76553475
##  [4297]  3.27202319  4.24488706  3.69153416  0.01435529  5.81018601  3.25550073
##  [4303]  0.00000000  5.94392133  5.72246602  0.57531233  1.20789285  1.10433666
##  [4309]  1.03562391  1.28688115  1.44360665  7.38309944  1.42760617  3.32337007
##  [4315]  2.76977174  3.17951105  2.43295941  6.90496572  7.70832521  3.46727948
##  [4321]  1.08406426  0.72246602 10.88891064  0.00000000  6.38525846  4.76871366
##  [4327]  3.48284828  3.49825087  5.45844763  4.12184430  0.04264434  2.54349588
##  [4333]  1.51601515  1.04963077  5.28243981  9.10402208  4.61823866  3.95233357
##  [4339]  0.04264434  6.74025299  3.23419472  2.39780296  1.61353165  7.82584921
##  [4345]  5.14036967  0.99276843  0.00000000  2.55826763  0.00000000  3.46074256
##  [4351]  3.13093087  0.18903382  1.53605290  2.23878686  0.62293035  6.23208510
##  [4357]  5.20672136  5.38577614  5.32445060  1.90303827  0.79077204  0.00000000
##  [4363]  6.27631055  5.21023299  2.48284828  7.05669190  0.04264434  3.85598970
##  [4369]  0.51601515  0.00000000  0.12432814  2.24792751 10.69498463  3.74200621
##  [4375]  4.85897561  5.06867081  3.54720302  6.52089364  3.99186193  0.17632277
##  [4381]  0.34482850  0.20163386  4.40053793  6.86616617  6.74792442  5.36036428
##  [4387]  2.72246602  3.36597243  0.89530262  6.21334728  0.00000000  2.43829285
##  [4393]  0.01435529  0.57531233  5.56376828  3.87085786  5.09592442  0.00000000
##  [4399]  0.00000000  4.87430517  1.47508488  4.65821148  5.01256867  1.92599942
##  [4405]  0.53605290  3.33485427  4.68873987  1.97085365  2.38128337  0.00000000
##  [4411]  4.26303441  0.05658353  0.00000000  7.44782712  3.95140129  0.00000000
##  [4417]  4.15866018  0.73984810  5.26791028  3.49441561  0.32192809  6.47313749
##  [4423]  0.64154603  0.00000000  5.33592624  4.82629425  8.65906827  2.41953889
##  [4429]  1.07724300  5.07596041  3.12101540  1.79077204  0.00000000  0.00000000
##  [4435]  0.00000000  1.59454855  0.08406426  0.13750352  0.07038933  0.00000000
##  [4441]  0.15055968  5.34518345  0.48542683  4.91073266  5.22689381  3.80941444
##  [4447]  4.95046841  0.00000000  6.85972113  6.76487159  3.08406426  5.95605665
##  [4453]  0.09761080  0.87970577  4.50842865  3.19692173  6.16007310  7.76088624
##  [4459]  3.06350294  4.22496637  4.76924280  6.25001412  1.86393845  5.40871186
##  [4465]  3.64270157  2.57288967  3.77505054  4.01792191  3.16671544  2.36176836
##  [4471]  0.11103131  0.07038933  5.97590527  7.33922648  5.20320116  0.00000000
##  [4477]  2.02502879  1.91456452  0.00000000  4.57349572  3.39231742  6.20652602
##  [4483]  5.02192384  4.21101219  0.00000000  2.35895883  3.19061486  4.06608919
##  [4489]  0.70487196  2.46727948  1.71808758  4.85249830  3.74738740  0.37851162
##  [4495]  0.18903382  3.22650853  7.01502471  0.01435529  0.00000000  0.37851162
##  [4501]  0.73118324  4.29057185  5.21994291  3.00539999  5.56833618  3.11769504
##  [4507]  0.27500705  6.37799133  2.73335434  1.91838623  0.81557543  5.48413813
##  [4513]  2.44095220  2.43295941  0.00000000  3.03033608  2.84197312  7.27993553
##  [4519]  6.17192735  0.44360665  0.00000000  1.05658353  0.00000000  3.62058641
##  [4525]  3.36176836  1.15704371  6.50271249  5.42827641  3.93168306  0.00000000
##  [4531]  7.09876904  5.44028782 10.15727114  0.21412481  4.83794324  4.18348651
##  [4537]  2.25096157  3.36597243  8.69588945  0.32192809  0.16349873  4.90110824
##  [4543]  4.67129337  4.39848719  1.36176836  2.76977174  5.71342088  8.59092383
##  [4549]  5.19100985  6.30924896  6.21179098  3.02147973  2.66675659  5.98777562
##  [4555]  0.75702325  1.51096192  0.04264434  6.54318652  0.16349873  3.67016051
##  [4561]  4.23649262  6.39900015  1.73984810  2.70708299  8.13806697  5.15015346
##  [4567]  2.53605290  0.27500705  0.96347412  6.47394922  1.97085365  0.65992456
##  [4573]  5.19258872  4.82425870  5.35649599  0.11103131  4.30597052  4.35966172
##  [4579]  1.71808758  0.02856915  2.40326772  0.00000000  4.33842441  0.00000000
##  [4585]  0.00000000  4.21412481  2.44095220  1.57531233  0.00000000  2.76128527
##  [4591]  0.02856915  5.41142625  6.00112667  5.20554891  1.03562391  3.70154906
##  [4597]  0.42223300  0.22650853  0.21412481  3.54101915  4.49121176  3.57893871
##  [4603]  3.70265754  4.66959375  0.33342373  0.00000000  3.83693401  0.02856915
##  [4609]  1.45943162  5.26077843  4.82119998  5.26678654  2.77188558  0.11103131
##  [4615]  2.78450398  7.72362682  1.62760684  4.42290574  3.96069704  4.17712050
##  [4621]  3.29865832  4.43429462  1.97085365  4.73443867  0.00000000  0.07038933
##  [4627]  2.28095631  0.64154603  0.45417589  0.05658353  0.04264434  1.97452931
##  [4633]  0.04264434  2.23266076  0.42223300  0.27500705  2.16027483  2.19219417
##  [4639]  5.19179950  0.53605290  0.00000000  0.02856915  0.01435529  0.11103131
##  [4645]  7.02668942  4.79337571  6.13319360  1.10433666  4.77978501  0.46466827
##  [4651]  2.26903315  0.01435529  3.31759350  0.00000000  2.96716861  3.24184018
##  [4657]  0.00000000  3.04614178  1.53106949  0.23878686  0.26303441  4.16188768
##  [4663]  1.13093087  2.76977174  0.11103131  6.44509764  4.28614187  3.85798100
##  [4669]  5.91288934  1.72246602  0.01435529  6.32120657  4.48220293  6.26828467
##  [4675]  4.13010718  9.10244818  7.73308313  6.22265002  0.08406426  1.57046293
##  [4681]  3.63343121  7.54070926  4.81095716  6.28872768  0.20163386  7.00438903
##  [4687] 10.01261057  1.73552218  5.89530262  3.54843662  0.01435529  2.22032995
##  [4693]  3.41278153  3.49697358  4.06522762  0.00000000  4.35684808  6.00854067
##  [4699]  4.31831684  1.97452931  4.65535183  2.34482850  5.23035675  2.08065766
##  [4705]  1.88362082  0.18903382  7.57144929  3.91934008  0.00000000  1.24488706
##  [4711]  3.30012372  0.00000000  0.09761080  0.00000000  1.56559718  5.34801991
##  [4717]  4.32840566  2.41953889  3.42357817  8.65094402  4.26378561  0.25096157
##  [4723]  4.04875931  4.19455989  5.08193608  6.40514146  4.31397137  3.27947130
##  [4729]  2.89724043  3.70487196  6.04592344  4.97085365  3.46858332  2.72683122
##  [4735]  0.01435529  4.77873424  5.48188014  5.20906340  4.20241772  4.26978124
##  [4741]  5.65592421  0.07038933  0.00000000  7.75602251  0.25096157  3.36317108
##  [4747]  0.02856915  3.12101540  2.78450398  0.36737107  4.14649231  0.00000000
##  [4753]  1.41142625  0.00000000  0.01435529  3.27500705 12.13824940  1.58014548
##  [4759]  0.28688115  2.87774425  2.95977016  2.64616266  0.00000000  2.58496250
##  [4765]  0.00000000  4.15623480  3.64500988  2.73552218  0.08406426  0.00000000
##  [4771]  0.76553475  0.69599381  0.07038933  1.09085343  0.05658353  0.02856915
##  [4777]  7.83453426  1.04264434  0.00000000  0.11103131  6.92267359  2.71808758
##  [4783]  0.00000000  0.00000000  2.69376571  0.00000000  2.50334874  0.00000000
##  [4789]  0.00000000  1.70929064  2.13093087  1.25096157  1.93357264  4.66902677
##  [4795]  3.46205232  0.05658353  1.20789285  2.91073266  0.00000000  0.62293035
##  [4801]  0.00000000  1.65535183  3.76659516  4.71479501  0.28688115  4.54225805
##  [4807]  1.93734439  7.53130347  3.03562391  8.88368190  2.12101540  1.73984810
##  [4813]  0.00000000  7.71032431  3.35332329  0.00000000  0.00000000  1.36737107
##  [4819]  0.01435529  0.15055968  1.40053793  5.43028527  0.28688115  4.58074849
##  [4825]  2.62293035  4.96670731  2.59454855  3.50334874  0.25096157  7.56689124
##  [4831]  0.00000000  4.07467669  3.87184365  2.48284828  0.02856915  0.00000000
##  [4837]  2.40599236  0.22650853  3.06004738  7.74416110  3.65764001  0.94860085
##  [4843]  6.14159628  0.00000000  4.14893410  0.17632277  3.88655015  0.00000000
##  [4849]  7.16671544  5.36527260  0.60407132  3.22650853  1.89917563  4.63226822
##  [4855]  0.01435529  3.72355856  4.40053793  6.50620839  2.79077204  5.32624970
##  [4861]  4.64673870  6.67652130  8.05370871  5.94883443  4.47508488  4.33985000
##  [4867]  1.91073266  2.27798475  4.13175409  5.49825087  4.55274594  1.40053793
##  [4873]  5.63952160  7.55696580  3.60169652  4.01881219  0.11103131  4.28243981
##  [4879]  5.60199358  0.07038933  2.37016428  2.45943162  2.52105074  4.60050765
##  [4885]  0.00000000  3.77399633  2.93357264  0.33342373  4.74038793  2.65992456
##  [4891]  3.37573454  3.32624970  0.02856915  0.00000000  5.17072628  0.44360665
##  [4897]  6.43596190  2.08406426  3.73118324  5.52293456  4.98913901  6.02414235
##  [4903]  3.20789285  2.30158765  4.73335434  0.17632277  3.00000000  2.54349588
##  [4909]  3.49185310  1.00000000  4.40122086  5.52042225  0.07038933  0.23878686
##  [4915]  1.90689060  9.15152399  4.89530262  1.89530262  0.35614381  0.07038933
##  [4921]  5.39197388  2.34198575  4.49441561  4.54349588  1.89917563  0.48542683
##  [4927]  3.66448284  0.23878686  2.20789285  5.25398927  1.35049725  2.15380534
##  [4933]  5.07980475  3.14404637  4.69153416  3.55949181  3.05137210  3.81044310
##  [4939]  0.00000000  1.36176836  3.59335377  7.89554499  2.46205232  1.95605665
##  [4945]  2.54596837  3.65878273  0.00000000  0.29865832  1.91456452  0.00000000
##  [4951]  0.28688115  2.29278175  5.20359271  0.00000000  2.18903382  0.00000000
##  [4957]  2.61588707  4.78398041  2.31034012  4.42827641  0.00000000  4.35261730
##  [4963]  3.69932953  3.90303827  3.20633065  3.06350294  0.44360665  0.02856915
##  [4969]  4.26828467  0.07038933  1.07038933  3.70818724  3.92599942  4.18903382
##  [4975]  2.72246602  2.22342255  0.00000000  3.60644223  0.00000000  1.48026512
##  [4981]  2.27202319  4.30305008  0.04264434  4.08406426  3.79285535  0.00000000
##  [4987]  0.00000000  0.11103131  0.04264434  0.01435529  0.55581616  0.00000000
##  [4993]  0.00000000  0.00000000  3.85897561  5.97269265  3.62410089  0.00000000
##  [4999]  6.81095716  0.05658353  0.00000000  0.00000000  0.00000000  6.12515513
##  [5005]  4.01256867  1.85996955  0.28688115  0.01435529  1.22032995  0.13750352
##  [5011]  0.00000000  0.00000000  4.99004722  2.78450398  0.00000000  0.49569516
##  [5017]  2.42223300  0.00000000  5.25398927  7.79135827  0.04264434  3.51853514
##  [5023]  0.02856915  1.66448284  0.02856915  0.00000000  0.00000000  6.63154087
##  [5029]  1.66902677  4.29057185  7.94778303  3.98185265  1.74416110  0.00000000
##  [5035]  0.00000000  0.00000000  3.60407132  1.08406426  3.90496572  5.03474395
##  [5041]  0.11103131  0.00000000  2.09761080  0.00000000  4.38818954  2.55336050
##  [5047]  4.61412087  2.37573454  3.04788733  0.05658353  5.25058266  0.52606881
##  [5053]  5.29278175  5.77188558  6.16631375  5.18030702  3.21723072  4.61353165
##  [5059]  5.79155363  0.00000000  3.35895883  2.55826763  6.20945337  4.26978124
##  [5065]  2.13093087  3.96439863  3.26002566  5.92837032  5.64500988  0.13750352
##  [5071]  2.94860085  0.91073266  3.24944534  5.47573343  1.60880924  3.83895177
##  [5077]  5.18824266  4.20163386  3.97085365  1.67807191  0.00000000  0.00000000
##  [5083]  3.49825087  4.16349873  3.90689060  2.59454855  0.00000000  3.95419631
##  [5089]  6.77082905  0.05658353  0.00000000  7.10076745  5.68257330  0.52606881
##  [5095]  6.19888699  4.35402894  0.02856915  5.12060077  3.36597243  3.83693401
##  [5101]  3.82984956  4.07382023  2.43295941  6.42155994  0.08406426  0.08406426
##  [5107]  1.17632277  4.77557736  0.00000000  2.33913738  5.49825087  0.23878686
##  [5113]  0.29865832  2.68032436  2.99819550  3.16027483  0.00000000  3.02325535
##  [5119]  0.00000000  4.71149491  0.00000000  0.09761080  3.50842865  0.00000000
##  [5125]  0.28688115  0.00000000  0.00000000  0.00000000  3.71039319  0.00000000
##  [5131]  0.11103131  0.00000000  2.10097765  0.54596837  0.00000000  0.26303441
##  [5137]  3.69599381  2.81966818  3.97361128  0.97819563  0.00000000  0.28688115
##  [5143]  3.06867081  6.48574882  0.00000000  2.89141919  0.00000000  3.93073734
##  [5149]  1.04264434  2.10097765  5.51412226  4.46008724  4.38818954  4.35120428
##  [5155]  3.05831650  0.00000000  0.43295941  3.51727569  2.64616266  0.00000000
##  [5161]  5.80503444  2.84799691  6.59857364  3.59215800  0.63226822  0.00000000
##  [5167]  3.30597052  5.24754781  0.00000000  2.82578563  4.14404637  0.00000000
##  [5173]  1.85996955  4.41345869  0.45417589  3.77610399  0.00000000  5.42525787
##  [5179]  0.93357264  0.00000000  0.02856915  2.96532255  0.00000000  2.26303441
##  [5185]  3.43562859  3.44095220  0.31034012  3.95977016  1.00719550  2.03210084
##  [5191]  0.00000000  0.00000000 11.41987066  4.98002530  7.91850550  0.79908731
##  [5197]  2.29572302  5.17352724  3.85499302  0.00000000  0.02856915  3.20633065
##  [5203]  0.00000000  0.00000000  6.33181268  0.00000000  0.87970577  0.00000000
##  [5209]  0.00000000  0.00000000  5.11061381  5.13093087  0.00000000  0.05658353
##  [5215]  0.01435529  4.37851162  3.78031010  0.00000000  2.23878686  7.12804589
##  [5221]  0.21412481  0.00000000  4.91312877  4.89820835  3.30742853  3.99276843
##  [5227] 10.78989224  3.07553263  0.00000000  3.03913839  0.13750352  4.16188768
##  [5233]  3.62175886  2.39231742  2.83995959  2.13422094  2.03913839  2.26903315
##  [5239]  2.90110824  3.83592407  0.00000000  5.41616416  6.67623920  4.82374936
##  [5245]  1.74416110  8.13770844  9.19007157  0.83995959  0.00000000  0.00000000
##  [5251]  1.79077204  3.35614381  0.00000000  4.70929064  5.56407326  5.99706655
##  [5257]  6.53620835  4.05658353  0.00000000  5.67214243  0.00000000  5.27202319
##  [5263]  1.24488706  3.52105074  7.88849974  1.26303441  0.00000000  0.00000000
##  [5269]  0.00000000  3.31324585  0.00000000  0.04264434  2.53853816  0.00000000
##  [5275]  1.98913901  3.83995959  5.49153246  4.62117275  0.07038933  0.00000000
##  [5281]  0.00000000  0.00000000  4.02856915  0.18903382  0.40053793  2.26603689
##  [5287]  6.79571501  0.11103131  4.98550043  3.92029330  3.16349873  7.00820450
##  [5293]  5.86666075  3.95326524  2.49057013  2.85598970  3.03913839  0.00000000
##  [5299]  5.61765112  1.62293035  3.70487196  4.00090140  2.20163386  1.15704371
##  [5305]  0.20163386  1.76553475  4.26228281  0.00000000  2.63459327  6.04810537
##  [5311]  8.45154083  6.41142625  5.97338167  7.46016917  4.73009647  3.99819550
##  [5317]  5.29167722  0.00000000  0.00000000  3.10936056  5.78868571  0.46466827
##  [5323]  2.62527049  4.61294220  5.11436702  4.34978987  0.00000000  5.10097765
##  [5329]  5.47053687  0.00000000  0.91073266  0.00000000  1.32192809 10.21893854
##  [5335]  3.77820858  7.00719550  1.50080205  0.00000000  2.64846544  6.03869955
##  [5341]  1.33342373  1.68257330  5.96462967  1.16992500  1.00719550  1.29865832
##  [5347]  6.14180061 11.00748986  2.58496250  3.58976349  1.67355642  0.27500705
##  [5353]  5.40156221  2.85399565  3.92694825  0.05658353  0.04264434  5.82629425
##  [5359]  6.63241364  2.45680615  0.32192809  0.00000000  7.49617470  0.00000000
##  [5365]  0.54596837  0.00000000  3.45154083  0.00000000  0.00000000  0.00000000
##  [5371]  4.37225565  3.69599381  1.89917563  3.02680006  0.00000000  0.40053793
##  [5377]  1.92599942  1.81557543  2.80941444  0.82374936  2.42492209  0.11103131
##  [5383]  4.06953033  5.07296327  4.27426166  3.36457243  3.43696134  2.03913839
##  [5389]  0.00000000  0.00000000  0.05658353  0.32192809  2.31324585  2.69376571
##  [5395]  7.54681731  0.02856915  4.42492209  5.79415590  5.90472493  0.56559718
##  [5401]  0.08406426  4.91504279  0.00000000  4.56071495  4.80889984  0.00000000
##  [5407]  0.00000000  0.00000000  4.41683974  0.72246602  0.15055968  2.85996955
##  [5413]  5.59812696  3.42223300  3.05484848  1.62760684  0.00000000  0.01435529
##  [5419]  1.40599236  5.44757920  1.78659636  5.97956810  0.00000000  0.08406426
##  [5425]  4.39506280  5.06995989  1.13093087  7.19298317  2.41953889  4.54411440
##  [5431]  0.23878686  6.04504974  0.00000000  0.00000000  3.33485427  2.67581593
##  [5437]  0.00000000  0.07038933  7.10066234  0.00000000  3.14077866  0.05658353
##  [5443]  5.17592374  0.07038933  2.02502879  2.89530262  4.57410151  5.09761080
##  [5449]  5.62380835  0.00000000  6.00562455  0.00000000  0.00000000  0.00000000
##  [5455]  4.37712375  0.22650853  0.00000000  0.02856915  0.08406426  1.73118324
##  [5461]  0.00000000  4.41751500  4.65592421  5.93428059  0.04264434  0.37851162
##  [5467]  5.28318098  0.41142625  0.00000000  4.87233629  5.30633516  3.89724043
##  [5473]  0.69599381  5.33556901  4.95745034  0.00000000  0.37851162  5.06953033
##  [5479]  3.61588707  0.00000000  3.72683122  0.00000000  2.72900887  0.75702325
##  [5485]  0.00000000  0.00000000  0.05658353  3.96809075  0.00000000  0.41142625
##  [5491]  0.02856915  1.82781902  0.00000000  2.07382023  3.06177620  0.00000000
##  [5497]  3.84899843  4.58074849  6.19160213  0.00000000  8.40637510  0.01435529
##  [5503]  0.00000000  5.91097245  4.63226822  2.78031010  0.11103131  0.00000000
##  [5509]  3.23878686  4.99909803  1.41142625  4.32624970  0.97819563  2.59931779
##  [5515]  0.00000000  1.26903315 12.04957291  0.00000000  0.38956681  4.04264434
##  [5521]  0.00000000  3.43829285  0.09761080  0.00000000  4.60229058  0.21412481
##  [5527]  0.11103131  4.79025074  0.52606881  0.00000000  0.32192809  7.16158541
##  [5533]  0.36737107  0.00000000  1.77820858  4.66049513  6.12701414  0.01435529
##  [5539]  0.00000000  1.76553475  6.11353382  4.12101540  0.86393845  2.76977174
##  [5545]  5.57349572  3.01077984  3.82068956  6.70307301  7.20114373  0.00000000
##  [5551]  0.29865832  0.00000000  0.00000000  4.54658583  3.35332329  0.90303827
##  [5557]  1.28095631  0.00000000  4.55887985  0.00000000  0.69599381  5.10307795
##  [5563]  5.84423499  0.08406426  0.00000000  2.14077866  6.40326772  2.10097765
##  [5569]  3.76341157  4.79960542  8.47613863  4.50016468  7.27248982  4.95605665
##  [5575]  1.75274859  0.00000000  3.05484848  1.81966818  3.58375975  0.00000000
##  [5581]  2.94673086  6.01368557  0.00000000  6.59126052  2.34482850  0.00000000
##  [5587]  3.87479697  4.04614178  4.92884404  4.54287710  0.02856915  8.46474994
##  [5593]  0.00000000  4.06867081  7.09465834  0.00000000  1.71808758  1.48026512
##  [5599]  4.21723072  0.04264434  0.00000000  0.91073266  2.12763328  7.28493974
##  [5605]  4.16591194  3.29278175  6.45483391  5.37051305  5.53418614  6.64241277
##  [5611]  5.26040209  3.13257684  3.35049725  2.80941444  3.64500988  0.02856915
##  [5617]  0.00000000  4.51032902  3.99004722  0.05658353  0.48542683  5.96000193
##  [5623]  0.00000000  0.23878686  0.00000000  8.99358945  0.00000000  0.02856915
##  [5629]  0.00000000  5.68397711  3.71479501  2.95791460  4.35895883  2.71808758
##  [5635]  4.43229134  3.53231696  0.45417589  5.40973035  5.77452353  6.44493205
##  [5641]  0.45417589  0.00000000  5.13175409  3.56803210 11.49649431  2.92409989
##  [5647]  0.16349873  1.01435529  4.49569516  4.38956681  5.30048984  0.00000000
##  [5653]  0.71369581  2.49569516 10.14829862  2.50334874  3.67468662  6.11519975
##  [5659]  4.80529246  2.03210084  2.79493566  5.24222140  0.00000000  0.00000000
##  [5665]  0.34482850  3.23419472  0.00000000  2.58255600  0.00000000  1.61353165
##  [5671]  0.00000000  0.00000000  6.07274895  7.79882818  0.00000000  5.32300971
##  [5677]  0.00000000  6.76128527  4.25171909  0.00000000  3.50842865  9.48232395
##  [5683]  4.88606234  3.71589337  5.54132898  0.01435529  1.86393845  0.09761080
##  [5689]  1.22032995  0.00000000  0.00000000  5.87282876  2.59931779  8.45141720
##  [5695]  0.00000000  7.33940466  4.62468581  0.31034012  3.98276546  7.44931375
##  [5701]  0.00000000  0.00000000  4.87578006  0.00000000  0.97819563  2.67129337
##  [5707]  0.00000000  7.32804656  0.00000000  0.68706069  5.91719304  2.21412481
##  [5713]  6.13729858  1.46466827  5.52356196  4.02768488  4.24336443  0.02856915
##  [5719]  0.26303441  3.68594015  4.87970577  7.01089171  8.35992522  0.00000000
##  [5725]  6.96751448  7.63836351  9.50257327  0.05658353  0.00000000  3.73660488
##  [5731]  2.94298360  0.11103131  4.55458885  0.57531233  4.08321337  6.42105495
##  [5737]  2.72683122  7.00652245  1.79908731  3.27052894  4.26153082  5.36422222
##  [5743]  5.11061381  4.61647533  3.16832112  1.89530262  6.10475599  0.46466827
##  [5749]  0.00000000  1.79077204  3.58255600  8.61448901  5.25474520  6.23227701
##  [5755]  0.01435529  6.63314055  0.00000000  0.21412481  0.00000000  8.98133894
##  [5761]  0.00000000  3.04788733  0.07038933  1.71369581  4.17072628  8.28489349
##  [5767]  5.33985000  6.68201139  7.50898318  4.96254902  1.89530262  3.71589337
##  [5773]  1.85199884  0.00000000  0.08406426  5.88581837  7.06824086  0.00000000
##  [5779]  0.00000000  0.00000000  0.93357264  0.31034012  5.43862554  0.16349873
##  [5785]  7.08076424  0.55581616  3.97361128  7.11342964  1.65535183  4.59633886
##  [5791]  0.00000000  4.48413813  0.00000000  8.63404867  0.20163386  5.16349873
##  [5797]  6.95105153  3.89336221  1.71369581  5.36946648  1.82374936  0.00000000
##  [5803]  3.65306002  2.65076456  2.95605665  2.91073266  3.62058641  2.75488750
##  [5809]  3.56559718  0.00000000  0.00000000  3.01077984  0.07038933  0.02856915
##  [5815]  2.04614178  4.12928302  3.46597446  0.13750352  0.57531233  5.17432652
##  [5821]  6.03121873  5.56102058  0.04264434  0.00000000  0.00000000  5.32696871
##  [5827]  2.57531233  7.48091135  5.77425995  0.00000000  2.42760617  1.15704371
##  [5833]  0.00000000  3.12101540  1.26903315  5.49793165  0.79908731  0.04264434
##  [5839]  9.83163977  3.66220550  1.82781902  0.00000000  0.00000000  0.00000000
##  [5845]  0.28688115  5.92457500  0.00000000  2.90881291  0.58496250  2.99819550
##  [5851]  0.38956681  1.50080205  5.34305243  0.00000000  0.16349873  0.48542683
##  [5857]  0.57531233  5.15825623  0.00000000  1.20789285  6.27370237  3.70818724
##  [5863]  3.34198575  6.31088539  3.46466827  3.81249823  0.00000000  4.94438996
##  [5869]  5.04351949  2.81352469  3.10433666  0.00000000  3.95233357  3.43028527
##  [5875]  1.97452931  0.00000000  0.00000000  1.68257330  8.61963310  6.03562391
##  [5881]  0.32192809  6.49952702  0.07038933  3.07038933  2.57046293  4.89578732
##  [5887]  0.23878686  4.65706830  5.42525787  1.59931779  2.35049725  1.91073266
##  [5893]  0.07038933  7.27314286  0.00000000  3.92789645  7.64587455  6.55443537
##  [5899]  6.53340761  6.24412594  1.57046293  3.10768787  6.83983365  0.00000000
##  [5905]  3.21101219  0.08406426  8.09016536  0.01435529  2.89141919  5.22766407
##  [5911]  5.31614574  0.01435529  5.87184365  0.02856915  3.90303827  2.90110824
##  [5917]  3.54596837  3.62175886  2.72683122  2.43829285  2.21101219  1.27500705
##  [5923]  2.35895883  3.47638169  0.00000000  1.69153416  7.71458898  0.00000000
##  [5929]  4.36597243  3.21878117  0.62293035  6.51664556  3.74092756  0.42223300
##  [5935]  0.83995959  6.92255467  2.51601515  6.60584987  0.00000000  0.01435529
##  [5941]  0.54596837  2.35332329  0.95605665  1.01435529  7.27090265  0.17632277
##  [5947]  0.04264434  3.46858332  0.26303441  0.00000000  2.59931779  2.92219785
##  [5953]  5.62497818  0.02856915  5.90881291  0.00000000  0.00000000  3.24944534
##  [5959]  3.01970191  2.82984956  1.07038933  0.02856915  2.69821848  3.47897181
##  [5965]  3.19219417  7.26153082  0.57531233  3.71369581  0.40053793  2.50080205
##  [5971]  4.06608919  0.00000000  8.06452722  5.75328362  2.06695024  3.93828579
##  [5977]  1.07038933  2.26303441  0.72246602  2.04963077  5.75462031  3.41818995
##  [5983]  2.91264986  0.52606881  0.00000000  6.32624970  1.00719550  0.88752527
##  [5989]  2.83995959  0.35614381  2.60644223  6.30359812  0.00000000  0.21412481
##  [5995]  7.05604155  4.45614903  0.00000000  0.02856915  5.64529816  0.18903382
##  [6001]  4.33699742  3.95698592  2.36737107  5.93687346  6.44559429  2.31903982
##  [6007]  0.34482850  0.70487196  0.11103131  4.05571626  0.00000000  5.24184018
##  [6013]  3.04614178  0.00000000  2.20476675  0.01435529  4.37573454  2.67129337
##  [6019]  1.74416110  1.14404637  0.96347412  3.85996955  3.61823866  2.76128527
##  [6025]  4.03650333  0.57531233  0.15055968  1.11103131  4.55397481  4.75648961
##  [6031]  7.92368403  1.65992456  5.01122726  5.53106949  1.99276843  3.35473424
##  [6037]  0.02856915  2.00719550  3.95419631  0.00000000  6.24849689  3.85996955
##  [6043]  6.05766688  8.52226765  6.98777562  2.84999926  5.57440431  0.00000000
##  [6049]  0.00000000  5.20045727  0.28688115  0.60407132  0.00000000  3.50842865
##  [6055]  5.61500424  1.11769504  4.66902677  5.97705091  0.09761080  0.35614381
##  [6061]  1.88752527  0.00000000  5.88679399  9.70834245  0.04264434  4.70099449
##  [6067]  5.73768676  7.73294751  0.20163386  0.00000000  3.23572706  3.19534760
##  [6073]  0.12432814  3.14567746  2.26303441  3.78868571  6.30231905  3.14893410
##  [6079]  0.77399633  2.88166462  0.94110631  0.59454855  0.00000000  3.13257684
##  [6085]  0.08406426  5.73930807  1.69153416  0.11103131  2.79908731  3.07895134
##  [6091]  3.76977174  3.78972925  5.40019634  4.97407037  0.01435529  5.28946563
##  [6097]  4.99774403  1.88752527  3.52230689  0.65076456  0.13750352  8.29530977
##  [6103]  8.32970666  2.12763328  0.08406426  0.00000000  6.27090265  4.74738740
##  [6109]  0.83995959  0.02856915  4.16188768  3.97177345  0.45417589  0.02856915
##  [6115]  3.22496637  1.06350294  4.21412481  3.03913839  0.00000000  0.79077204
##  [6121]  3.49825087  3.14730670  0.00000000  0.00000000  0.00000000  0.22650853
##  [6127]  4.09508049  4.37155886  3.82781902  3.23572706  0.05658353  0.50589093
##  [6133]  0.00000000  5.12184430  0.00000000  0.00000000  1.41683974  0.09761080
##  [6139]  4.13668358  0.00000000  3.03386345  3.39094277  0.00000000  0.00000000
##  [6145]  0.00000000  3.62293035  0.01435529  0.46466827  0.00000000  0.15055968
##  [6151]  6.73795711  3.28095631  3.84498816  2.92409989  3.72355856  4.99774403
##  [6157]  3.83895177  6.42492209  0.00000000  0.12432814  7.12990118  0.23878686
##  [6163]  5.88093036  0.02856915  4.59155975  0.08406426  4.61882595  2.74631277
##  [6169]  7.18169891  5.32948243  0.60407132  0.00000000  0.05658353  4.36806988
##  [6175]  0.01435529  4.47378691  4.29865832 11.09028447  0.78240856  0.91073266
##  [6181]  0.12432814  0.75702325  4.34978987  0.00000000  1.00719550  1.36737107
##  [6187]  6.26509929  0.00000000  4.68818036  5.37190730  7.40582222  5.98390566
##  [6193]  8.33806780  1.00719550  3.83289001  3.44095220  3.17951105  4.20398417
##  [6199]  1.48542683  0.00000000  0.31034012  3.21878117  0.00000000  0.00000000
##  [6205]  2.58976349  8.24445898  2.52606881  5.83263689  0.02856915  7.06091205
##  [6211]  0.00000000  1.22650853  2.42223300  0.91073266  3.99548452  0.02856915
##  [6217]  5.06393431  0.40053793  4.73172632  3.17472599  3.84096670  0.21412481
##  [6223]  8.03154959  4.81301155  0.04264434  1.62760684  0.00000000  0.00000000
##  [6229]  1.25701062  4.33342373  2.79077204  2.64385619  4.52230689  0.00000000
##  [6235]  1.36737107  2.46727948  3.06867081  2.24488706  0.07038933  0.80735492
##  [6241]  0.00000000  5.62614706  5.27909980  0.00000000  1.62293035  0.98550043
##  [6247]  0.00000000  4.04001568  2.94110631  1.23878686  4.06867081  2.28095631
##  [6253]  0.00000000  0.12432814  3.56681515  3.01077984  7.53457525  5.81224150
##  [6259]  0.17632277  4.97223312  3.15055968  4.02945289  5.68846014  3.54225805
##  [6265]  7.43612852  6.43929068  8.04946741  7.13934670  5.34766566  4.28835856
##  [6271]  7.06285566  6.51759066  3.33628339  1.83995959  4.75755669  1.95605665
##  [6277]  3.40326772  4.77610399  1.56559718  2.62760684  8.73978061  2.74416110
##  [6283]  1.06350294  3.22804905  0.17632277  3.03738222  3.87479697  6.02458564
##  [6289]  7.73159057  0.47508488  2.81762326  6.11311704  0.01435529  4.74631277
##  [6295]  0.22650853  7.37356122  3.17632277  1.28095631  1.89141919  0.01435529
##  [6301]  0.62293035  0.01435529  3.92124589  3.72574116  6.39471991  3.53977919
##  [6307]  2.03562391  0.15055968  0.53605290  0.00000000  3.25247621  0.00000000
##  [6313]  4.81403765  3.21878117  7.11176166  0.00000000  0.99276843  4.11353382
##  [6319]  2.55826763  4.19613488  0.89530262  2.64385619  2.10768787  2.95046841
##  [6325]  0.00000000  4.66334462  0.20163386  0.00000000  6.69849632  0.00000000
##  [6331]  0.00000000  1.37295210  3.06695024  0.00000000  3.62643914  0.01435529
##  [6337]  2.24792751  0.09761080  0.00000000  0.00000000  0.12432814  6.43945692
##  [6343]  2.43829285  5.11603199  0.00000000  1.30451104  0.00000000  9.05468571
##  [6349]  5.12598165  2.94298360  5.75248100  5.52919627  5.16269343  8.97888203
##  [6355]  0.04264434  4.43762725  3.25247621  0.91073266  0.00000000  0.01435529
##  [6361]  6.95326524  5.78502736  2.17951105  2.95419631  0.00000000  3.84799691
##  [6367]  2.87184365  3.87381320  0.00000000  5.61529858  2.58736499  4.40394936
##  [6373]  3.24944534  3.56315813  0.17632277  0.00000000  1.89141919  0.00000000
##  [6379]  2.91647664  0.02856915  0.44360665  5.00135189  0.05658353  4.63807384
##  [6385]  2.00719550  4.98595575  0.15055968  6.46613766  7.13586317 12.52996976
##  [6391]  5.12018603  0.75702325  5.50271249  6.86690798  0.08406426  0.54596837
##  [6397]  0.00000000  7.05191584  5.20789285  5.46303386  4.92552477  6.59797804
##  [6403]  4.19140473  4.33270793  3.10433666  5.16430358  4.19061486  0.02856915
##  [6409]  1.30451104  4.82781902  5.42088657  0.00000000  4.83137059  0.00000000
##  [6415]  1.57531233  1.97452931  0.00000000  4.63575439  2.82374936  0.08406426
##  [6421]  4.73876784  0.02856915  0.00000000  4.35755200  5.91647664  4.76234882
##  [6427]  2.69599381  0.07038933  1.22032995  4.31686981  3.88166462  0.43295941
##  [6433]  3.27649667  2.06004738  7.09792677  0.00000000  7.95076000  0.00000000
##  [6439]  5.39540560  0.00000000  2.54596837  0.60407132  0.00000000  5.70043972
##  [6445]  2.49057013  7.12567176  2.77610399  0.07038933  0.01435529  2.92219785
##  [6451]  3.30305008  2.87381320  2.15380534  5.35120428  4.97636364  3.74416110
##  [6457]  8.72366094  0.52606881  6.14689956  0.69599381  4.07895134  1.61823866
##  [6463]  1.52606881  1.24488706  4.36597243  3.62527049  0.45417589  0.47508488
##  [6469]  3.18745105  1.58496250  4.05831650  0.15055968  0.00000000  0.57531233
##  [6475]  4.64096791  4.96393645  4.70763522  0.05658353  4.62760684  3.29865832
##  [6481]  0.00000000  2.67129337  3.53231696  2.63459327  5.29829173  5.33270793
##  [6487]  3.01077984  0.08406426  0.01435529  5.05745027  5.13914202  2.30158765
##  [6493]  0.00000000  4.70154906  5.98777562  5.86121100  0.50589093  4.23112516
##  [6499]  1.04264434  3.03210084  4.27127626  2.02147973  9.66913309  4.21412481
##  [6505]  0.41142625  3.13422094  6.05093697  4.55887985  6.05636676  6.17012536
##  [6511]  6.26171885  4.80683958  3.48155728  3.73552218  4.16591194  3.70265754
##  [6517]  3.25096157  3.85996955  9.79540657  5.14118753  4.51475350  2.20476675
##  [6523]  0.00000000  5.80219322  0.00000000  0.00000000  3.78031010  4.20241772
##  [6529]  6.67609812  5.43329333  9.36242605  5.01390885  5.65621032  5.19219417
##  [6535]  0.40053793 10.26190686  1.93734439  0.00000000  0.02856915  0.00000000
##  [6541]  7.23582278  0.00000000  1.84398384  5.31324585  1.72246602  0.00000000
##  [6547]  0.18903382  3.07210580  3.24184018  5.32337007  5.02236781  5.64241277
##  [6553]  5.98891186  7.09761080  5.24184018  7.09950562  4.73822740  0.37851162
##  [6559]  3.25398927  0.00000000  4.94719858  0.21412481  3.38266725  9.56289111
##  [6565]  5.91432533  3.77082905  2.31324585  4.71149491  0.00000000  6.62351574
##  [6571]  0.40053793  3.67016051  0.00000000  4.89093302  1.33913738  0.00000000
##  [6577]  2.27798475  0.00000000  0.23878686  0.00000000  0.00000000  4.25701062
##  [6583]  1.02147973  3.35191096  2.30742853  0.05658353  3.43696134  2.54843662
##  [6589]  5.70818724  3.50080205  7.20867332  4.50143915  5.96578428  2.40326772
##  [6595]  1.76977174  4.49697358  0.12432814  4.48349335  5.20006486  1.04963077
##  [6601]  0.67807191  0.00000000  4.64096791  2.01435529  2.11103131  0.00000000
##  [6607]  0.00000000  0.01435529  0.00000000  3.12763328  2.30158765  2.88557436
##  [6613]  0.00000000  3.08915913  0.00000000  0.00000000  0.00000000  1.78240856
##  [6619]  1.99638875  2.12763328  0.00000000  6.46008724  2.89724043  1.61353165
##  [6625]  1.65992456  0.00000000  0.00000000  0.72246602  0.00000000  4.14159628
##  [6631]  5.76048710  5.08576455  6.01346226  1.15055968  0.08406426  1.76553475
##  [6637]  1.36176836  0.00000000  3.10265813  5.01836712  0.69599381  0.62293035
##  [6643]  0.00000000  2.43562859  0.00000000  0.00000000  0.63226822  0.00000000
##  [6649]  0.00000000  1.87970577 12.03038436  3.09929520  0.00000000  0.01435529
##  [6655]  4.81915722  0.58496250  0.00000000  3.28983447  3.76765480  4.71424552
##  [6661]  1.70487196  6.93002764  0.00000000  0.05658353  4.43629512  4.23725777
##  [6667]  3.55704242  4.50080205  3.84197312  0.05658353  1.90303827  4.04351949
##  [6673]  0.04264434  5.90568785  4.93640238  2.50334874  4.34553831  5.77820858
##  [6679]  7.16239133  0.02856915  5.82502236  1.07038933  1.07724300  0.04264434
##  [6685]  4.94063661  6.18527191  0.05658353  3.62993941  1.02856915  1.70487196
##  [6691]  0.00000000  4.08831124  2.35049725  3.34766566  2.39506280  0.01435529
##  [6697]  0.00000000  3.24640809  5.07724300  5.21723072  0.08406426  4.01256867
##  [6703]  0.00000000  5.83668159  0.28688115  5.05398017  5.04439412  0.21412481
##  [6709]  0.41142625  4.32337007  0.27500705  4.45614903  4.60466442  4.79025074
##  [6715]  0.27500705  4.08065766  3.01435529  2.71808758  0.00000000  6.48091135
##  [6721]  3.26453643  2.43295941  0.00000000  2.09085343  0.12432814  2.80941444
##  [6727]  3.12763328  4.84046323  5.09423607  2.82984956  0.04264434  6.50652578
##  [6733]  0.58496250  0.00000000  4.76871366  4.28688115  4.38612116  0.00000000
##  [6739]  3.13422094  0.02856915  3.67581593  0.12432814  0.00000000  6.35807972
##  [6745]  1.63226822  4.81608766  7.86585697  0.00000000  0.63226822  4.29645741
##  [6751]  0.04264434  0.00000000  1.01435529  0.00000000  4.53915881  5.15987134
##  [6757]  6.82183775  6.73809226  5.75301613  0.00000000  2.02502879  3.55213111
##  [6763]  4.69376571  3.85099939  4.02502879  4.74523733  2.44890095  0.00000000
##  [6769]  0.00000000  0.86393845  5.13627343  3.85996955  6.47589552  0.00000000
##  [6775]  0.15055968  0.00000000  3.31324585  0.00000000  0.46466827  0.00000000
##  [6781]  0.00000000  0.05658353  0.00000000  0.00000000  0.00000000  3.16349873
##  [6787]  0.01435529  2.49569516  3.37851162  0.17632277  3.39917109  7.35693609
##  [6793]  0.00000000  1.29865832  1.27500705  3.73118324  0.07038933  0.00000000
##  [6799]  0.00000000  3.87676249  4.27649667  2.48284828  5.18150015  8.23797473
##  [6805]  6.39523421  7.91420572  5.74416110  8.18893495  2.75488750  1.36737107
##  [6811]  3.53605290  0.00000000  0.18903382  0.87184365  0.01435529  5.68790052
##  [6817]  9.84809083  0.08406426  0.00000000  2.16992500  0.00000000  0.00000000
##  [6823]  2.06695024  3.02325535  5.60555360  0.01435529  0.00000000  0.38956681
##  [6829] 12.01791843  0.00000000  5.41278153  0.00000000  1.53106949  4.59275601
##  [6835]  6.06995989  0.00000000  2.45680615  0.00000000  1.70487196  5.90400232
##  [6841]  0.00000000  2.66902677  0.97085365  2.72900887  0.00000000  6.00067610
##  [6847]  1.22032995  0.01435529  0.00000000  0.00000000  0.07038933  0.62293035
##  [6853]  0.00000000  1.49057013  0.20163386  4.73768676  4.53294029  0.00000000
##  [6859]  0.00000000  0.07038933  0.00000000  5.21955577  4.67525139  1.83187724
##  [6865]  0.00000000  3.53605290  1.28095631  5.00719550  5.79597469  4.21023299
##  [6871]  6.12205145  0.74846123  2.87970577  2.64846544  5.36246989  3.40735275
##  [6877]  4.21878117  0.55581616  0.00000000  3.45549162  4.22727899  0.01435529
##  [6883]  0.00000000  0.00000000  0.00000000  2.02147973  4.85499302  1.51096192
##  [6889]  6.16369999  7.63792898  0.00000000  3.12928302  0.00000000  3.25550073
##  [6895]  8.90851272  0.00000000  0.02856915  4.53605290  1.80735492  0.00000000
##  [6901]  2.23266076  2.48800077  0.00000000  0.07038933  5.93969674  6.03276207
##  [6907]  3.50716035  4.21023299  4.71424552  3.07895134  6.50668445  2.50080205
##  [6913]  6.32246900  0.00000000  0.45417589  3.88068553  0.75702325  0.11103131
##  [6919]  4.23649262  1.78240856  2.42760617  3.36737107  4.77082905  4.04701482
##  [6925]  4.95930649  3.41006969  3.03562391  7.43229134  3.91934008  4.63691458
##  [6931]  2.01792191  5.03430377  0.08406426  6.37538703  4.91886324  3.45154083
##  [6937]  0.00000000  2.18586655  2.35332329  2.32192809  0.18903382  0.13750352
##  [6943]  3.03738222  3.36036428  1.08406426  1.19534760  0.34482850  1.55581616
##  [6949]  2.96901231  2.76341157  0.38956681  3.38818954  4.30378075  0.25096157
##  [6955]  3.96069704  0.94860085  4.51159454  4.37503943  0.00000000  0.00000000
##  [6961]  0.00000000  0.00000000  2.62760684  4.37642931  0.02856915  4.15137178
##  [6967]  3.29865832  5.51884983  0.00000000  4.00719550  0.00000000  0.31034012
##  [6973]  0.00000000  0.05658353  1.94110631  5.81044310  4.73118324  0.27500705
##  [6979]  0.07038933  0.00000000  3.55949181  4.80580835  0.57531233  3.37434399
##  [6985]  0.00000000  0.00000000  0.47508488  2.45943162  2.61353165  5.65162578
##  [6991]  3.30742853  0.02856915  1.00719550  6.80954307  9.35847539  4.41074813
##  [6997]  9.85947267  1.79908731  0.42223300  0.00000000  0.00000000  2.91073266
##  [7003]  4.21800615  3.52356196  0.00000000  0.62293035  3.65535183  0.31034012
##  [7009]  8.25658612  0.12432814  7.97372606  0.08406426  6.35561538  4.06953033
##  [7015]  1.92599942  3.89627185  4.19140473  0.13750352  3.54225805  3.04788733
##  [7021]  6.07146236  2.59215800 10.29210303  0.50589093  3.00360224  6.06220808
##  [7027]  0.51601515  0.87970577  5.39711841  2.68257330  6.17851547  2.26603689
##  [7033]  1.44890095  2.80941444  0.76553475  0.79077204  0.00000000  0.00000000
##  [7039]  3.47248777  3.01256867  4.18428029  0.11103131  0.73118324  5.75114232
##  [7045]  1.83592407  8.03364324  0.44360665  2.37851162  4.90544718  0.22650853
##  [7051]  1.59931779  0.00000000  0.87970577  4.32409052  3.33771109  0.00000000
##  [7057]  3.47897181  2.39506280  0.34482850  7.11987489  0.04264434  1.16349873
##  [7063]  5.36632221  2.91838623  4.67694436  2.29865832  1.05658353  0.11103131
##  [7069]  2.17632277  2.82171022  0.02856915  2.80529246  2.89141919  1.20163386
##  [7075]  3.90207358  2.95605665  4.75915583  3.79805051  4.52418908  2.68032436
##  [7081]  0.00000000  0.04264434  6.94778303  0.22650853  2.11436702  2.85199884
##  [7087]  0.27500705  4.60347799  5.05614996  3.00360224  1.20789285  0.84799691
##  [7093]  2.16349873  4.30158765  0.61353165  0.00000000  0.00000000  3.69041710
##  [7099]  2.28983447  0.00000000  6.18923155  0.46466827  5.75114232  3.44095220
##  [7105]  1.88752527  4.42425029  2.09761080  5.83364913  2.94860085  4.42693562
##  [7111]  8.43137224  3.33199178  3.24031433  2.99457972  3.43295941  2.60407132
##  [7117]  3.02680006  3.14077866  5.15744800  0.00000000  3.22187708  1.90689060
##  [7123]  2.69599381  2.75488750  6.72655878  0.34482850  0.05658353  0.04264434
##  [7129]  3.29719142  2.92409989  0.13750352  2.24488706  5.35755200  1.80322704
##  [7135]  2.87381320  1.69599381  0.54596837  5.39403390  1.91838623  0.00000000
##  [7141]  3.43562859  5.75381844  4.06350294  0.00000000  1.13093087  1.25701062
##  [7147]  3.46727948  2.86195536  4.55887985  2.76128527  4.91312877  3.77925972
##  [7153]  2.98550043  5.27052894  1.49057013  4.76128527  3.46597446  4.99503219
##  [7159]  0.18903382  0.50589093  6.40548188  2.40871186  4.47248777  1.31034012
##  [7165]  5.37051305  0.11103131  2.60407132  2.93168306  1.33913738  0.00000000
##  [7171]  7.66640155  6.74456478  4.79233481  0.00000000  6.31124879  0.26303441
##  [7177]  6.70694490  0.01435529  5.99412711  6.84799691  5.70653055  0.20163386
##  [7183]  0.00000000  6.13401553  4.30012372  0.02856915  4.80271022  0.00000000
##  [7189]  0.66902677  3.22496637  0.05658353  1.03562391  0.16349873  6.25776497
##  [7195]  0.20163386  3.63575439  3.18586655  0.02856915  1.65535183  0.55581616
##  [7201]  4.46336089  4.16188768  5.98959318  0.08406426  6.81275491  4.16269343
##  [7207]  0.00000000  5.54163873  3.73443867  5.20554891  0.00000000  0.00000000
##  [7213]  2.15704371  3.54225805  3.37989816  0.07038933  6.44460081  6.48896482
##  [7219]  6.48139582  6.92386227  0.00000000  0.00000000  3.75702325  0.04264434
##  [7225]  3.60050765  0.00000000  4.48091135  0.04264434  0.05658353  2.13750352
##  [7231]  5.90134964  0.13750352  3.62293035  0.98550043  3.71369581  1.81966818
##  [7237]  1.87970577  4.39025496  0.00000000  0.02856915  0.00000000  0.00000000
##  [7243]  0.04264434  0.00000000  0.00000000  5.41312015  3.98458935  4.35614381
##  [7249]  2.79908731  5.21878117  6.70625425  2.97085365  3.16671544  0.00000000
##  [7255]  2.92789645  0.01435529  3.59096124  5.46532151  4.24564777  4.22573765
##  [7261]  5.24450655  4.61823866  9.71335214  4.36246989  4.33270793  3.48928602
##  [7267]  6.40480096  4.15866018  2.11436702  4.62993941  1.40599236  5.64702663
##  [7273]  0.00000000  0.00000000  4.75274859  0.77399633  2.85399565  3.47767733
##  [7279]  1.99276843  2.24792751  4.18586655  1.09761080  2.66448284  3.56681515
##  [7285]  1.10433666  1.79493566  0.01435529  2.60169652  4.52857132  5.95326524
##  [7291]  2.65764001  0.13750352  0.79077204  6.81698362  3.93922658  0.57531233
##  [7297]  4.45811948  6.16450473  0.00000000  2.72465027  0.02856915  0.00000000
##  [7303]  7.95721815  0.01435529  3.05658353  5.56040927  2.00719550  4.37155886
##  [7309]  4.56132614  7.35931032  0.00000000  3.02502879 12.46466061  1.64154603
##  [7315]  0.09761080  5.86814348  0.04264434  4.97544677  4.61058196  6.75782334
##  [7321]  0.07038933  0.00000000  6.86083868  3.27202319  4.91169158  4.10265813
##  [7327]  1.90303827  4.24031433  5.26791028  1.95605665  4.36667192  0.00000000
##  [7333]  3.18269230  0.00000000  0.07038933  1.43829285  1.65535183  6.36998986
##  [7339]  0.40053793  1.22032995  6.32535043  4.18110255  6.51633039  2.95605665
##  [7345]  0.78240856  2.28983447 11.82057788  3.97819563  3.43162296  5.99004722
##  [7351]  3.22650853  1.52105074  2.68706069  1.15055968  1.03562391  3.57046293
##  [7357]  0.65076456  0.00000000  5.71644224  7.42852767  2.40871186  1.50589093
##  [7363]  3.67355642  0.00000000  0.00000000  0.00000000  0.00000000  0.11103131
##  [7369]  0.02856915  1.11769504  4.05137210  2.30451104  0.01435529  2.36737107
##  [7375]  3.53480866  3.03913839  2.28983447  8.03815081  9.38958832  5.19495380
##  [7381]  5.71369581  7.51530561  3.49185310  2.10097765  2.40871186  4.10433666
##  [7387]  0.00000000  0.98550043  4.33055840  6.33878094  3.71149491  2.77399633
##  [7393]  2.75915583  1.37851162  1.46988598  0.00000000  0.38956681  2.89724043
##  [7399]  0.00000000  0.20163386  0.73118324  0.79077204  2.97636364  4.61412087
##  [7405]  0.31034012  5.72519582  3.05484848  1.48026512  5.43596190  6.12329372
##  [7411]  0.22650853  3.05311134  4.08746284  0.00000000  5.05050170  4.83945577
##  [7417]  5.04963077  6.63372181  0.02856915  1.90689060  7.35349974  0.26303441
##  [7423]  0.00000000  3.10768787  4.98367769  1.99638875  0.50589093  0.00000000
##  [7429]  3.69821848  0.51601515  4.45483391  0.00000000  2.56071495  0.28688115
##  [7435]  0.00000000  0.00000000  6.64356762  5.68285417  5.29462075  5.18705509
##  [7441]  0.00000000  0.84799691  3.71479501  4.25474520  4.20633065  6.18447867
##  [7447]  5.03121873  0.00000000  0.63226822  0.05658353  0.02856915  0.05658353
##  [7453]  0.11103131  2.46988598  2.41683974  0.00000000  4.56132614  3.37155886
##  [7459]  4.65477922  1.42760617  1.58976349  5.46303386  4.57470705  4.71918344
##  [7465]  0.00000000  3.02325535  5.16309614  4.27724090  4.60347799 11.95429811
##  [7471]  1.32192809  2.65535183  3.15704371  4.61941301  3.05484848  3.27202319
##  [7477]  2.79908731  1.29278175  4.08406426  2.23266076  3.62410089  0.41142625
##  [7483]  0.00000000  3.67919857  0.07038933  3.28392177  0.00000000  0.38956681
##  [7489]  6.38991093  2.53853816  2.00000000  6.59827587  2.79077204  0.94110631
##  [7495]  3.46988598  3.46336089  4.66789213  0.00000000  5.62585493  0.01435529
##  [7501]  0.05658353  1.45943162  0.00000000  1.65076456  0.00000000  0.00000000
##  [7507]  1.59454855  4.54658583  2.38681095  3.17472599  5.04045412  5.18626284
##  [7513]  3.64961546  4.67299099  3.01256867  4.58375975  4.00180224  0.00000000
##  [7519]  3.96254902  3.07038933  0.33342373  0.00000000  6.06953033  6.24830712
##  [7525]  5.84974912  5.08406426  0.00000000  3.97819563  0.13750352  0.65076456
##  [7531]  3.34198575  0.01435529  6.83200388  4.61470984  5.25738784  0.34482850
##  [7537]  3.22187708  5.89893387  0.00000000  3.03033608  0.00000000  5.19061486
##  [7543]  2.03562391  4.36527260  0.02856915  0.01435529  4.94345254  4.77188558
##  [7549]  3.87085786  0.79077204  3.69265037  2.28983447  2.50842865  5.52982095
##  [7555]  4.69265037  3.55090066  1.73984810  3.56803210  0.15055968  0.31034012
##  [7561]  3.80632406  2.56315813  0.00000000  6.59887135  3.76447355  5.82247523
##  [7567]  0.00000000  7.01981309  4.27649667  0.00000000  0.15055968  0.00000000
##  [7573]  2.33342373 13.12340043  0.43295941  3.87578006  0.01435529  0.31034012
##  [7579]  7.21800615  2.56071495  2.30158765  0.28688115  0.00000000  0.80735492
##  [7585]  4.88264305  7.84611717  7.21480479  4.17791779  0.09761080  4.55090066
##  [7591]  4.19534760  0.98550043  0.01435529  4.31324585  7.56414949  3.70929064
##  [7597]  5.85374620  0.00000000  1.12432814  5.04001568  3.94392133  2.07038933
##  [7603]  2.15704371  3.32624970  1.79077204  1.21412481  0.00000000  0.00000000
##  [7609]  6.88447582  2.04264434  1.70487196  3.35895883  1.96347412  3.30158765
##  [7615]  3.80632406  3.36876835  3.68929916  0.73118324  4.93640238  0.01435529
##  [7621]  2.85798100  3.86393845  0.01435529  2.08746284  4.81147103  0.01435529
##  [7627]  0.27500705  5.68762063  1.85598970  0.02856915  0.00000000  0.00000000
##  [7633]  1.89917563  2.65535183  5.24754781  8.16977471  1.45417589  0.45417589
##  [7639]  5.60436790  0.00000000  3.70597790  0.00000000  0.00000000  3.11103131
##  [7645]  1.26303441  0.00000000  3.08065766  3.04963077  0.00000000  0.69599381
##  [7651]  0.00000000  0.00000000  3.67581593  5.24107746  0.00000000  3.13586317
##  [7657]  5.69488019  4.55213111  2.33913738  3.68706069  0.90303827  2.09085343
##  [7663]  4.76712508  0.21412481  2.14077866  7.80154670  5.47670571  1.01435529
##  [7669]  1.49057013  3.81044310  0.00000000  3.29130886  2.47508488  3.86492897
##  [7675]  0.01435529  3.28835856  1.89917563  0.02856915  2.66448284  2.87381320
##  [7681]  0.01435529  0.01435529  3.32481060  2.62527049  5.42861142  3.73335434
##  [7687]  0.00000000  0.13750352  1.11769504  0.00000000  0.00000000  1.91073266
##  [7693]  1.69599381  3.22496637  0.04264434  5.37677657  1.21412481  2.11436702
##  [7699]  0.00000000  5.68706069  0.00000000  2.89141919  0.00000000  1.10433666
##  [7705]  4.21101219  6.44310931  1.61353165  0.04264434  3.36597243  7.40871186
##  [7711]  2.20163386  0.23878686  2.66675659  3.84799691  0.21412481  0.29865832
##  [7717]  4.26303441  0.15055968  2.06695024  5.36492256  5.35684808  0.16349873
##  [7723]  0.00000000  0.00000000  6.11019618  0.00000000  2.00000000  0.80735492
##  [7729]  0.50589093  0.00000000  5.21800615  3.11103131  2.82578563  4.35966172
##  [7735]  3.16188768  1.13750352  3.26903315  0.00000000  6.79376586  2.66675659
##  [7741]  3.71039319  0.29865832  0.00000000  0.90303827  0.00000000  3.39780296
##  [7747]  3.38681095  4.67185947  4.76075321  5.61235250  3.99095486  2.62993941
##  [7753]  3.52606881  2.20476675  0.00000000  3.52982095  2.13422094  1.14404637
##  [7759]  3.16510799  0.69599381  1.79077204  3.05484848  1.41142625  0.53605290
##  [7765]  5.47281267  0.05658353  0.04264434  0.50589093  0.01435529  1.25701062
##  [7771]  6.61013898  0.72246602  0.00000000  4.41006969  2.00719550  5.36737107
##  [7777]  4.20789285  1.08406426  4.93828579  3.35049725  2.63923216  2.68032436
##  [7783]  6.69278983  6.57591736  8.01077984  3.44493205  0.00000000  3.59335377
##  [7789]  0.00000000  3.34624777  3.02147973  0.00000000  5.96901231  2.98185265
##  [7795]  2.41142625  0.22650853  1.75702325  4.44493205  3.94673086  4.71918344
##  [7801]  5.30268461  2.62993941  0.98550043  4.16269343  0.00000000  0.00000000
##  [7807]  3.01792191  0.00000000  0.09761080  2.63923216  4.30231905  1.20163386
##  [7813]  5.77636723  0.00000000  0.25096157  1.85199884  0.28688115  0.23878686
##  [7819]  0.81557543  0.17632277  0.18903382  0.00000000  5.36527260  1.61823866
##  [7825]  0.23878686  0.04264434  0.08406426  0.00000000  2.77399633  3.00180224
##  [7831]  0.05658353  0.43295941  2.33913738  3.38681095  3.19849415  0.13750352
##  [7837]  0.00000000  1.83592407  4.26303441  0.00000000  3.68257330  1.49057013
##  [7843]  1.15704371  0.00000000  0.02856915  0.11103131  0.00000000  2.52606881
##  [7849]  6.59021276  0.02856915  2.97636364  5.71232064  1.07038933  0.05658353
##  [7855]  4.58796499  3.74308406  4.78972925  9.90374630  2.81966818  0.00000000
##  [7861]  0.00000000  3.60644223  3.60525726  0.01435529  0.05658353  0.13750352
##  [7867]  4.74846123  7.54372786  8.59704692  2.93168306  3.40871186  2.71808758
##  [7873]  4.51475350  7.32282950  7.36141747  3.81864608  0.00000000  6.99638875
##  [7879]  0.00000000  3.07210580  1.51601515  6.57485839  5.94953493  1.33342373
##  [7885]  2.54349588  5.50366675  3.62527049  3.71259578  5.67525139  2.03913839
##  [7891]  2.27798475  0.95605665  3.88752527  0.13750352  3.76977174  3.48800077
##  [7897]  0.77399633  1.45417589  2.79077204  4.26753580  0.00000000  2.04264434
##  [7903]  0.09761080  0.23878686  5.00270252  0.00000000  0.00000000  0.60407132
##  [7909]  0.28688115  4.79753184  0.07038933  5.59604063  5.30414594  0.08406426
##  [7915]  2.16671544  0.00000000  1.74416110  2.56315813  2.17951105  4.63401236
##  [7921]  0.00000000  0.80735492  3.16671544  5.49217366  1.90303827  3.07382023
##  [7927]  0.00000000  7.18010807  0.32192809  4.50462039  4.64154603  0.26303441
##  [7933]  0.23878686  3.41953889  4.64846544  3.18110255  4.37503943  4.05658353
##  [7939]  5.89941735  3.37712375  0.00000000  3.71369581  0.02856915  0.18903382
##  [7945]  7.39188799  5.77320516  4.64616266  1.78240856  0.13750352  1.35614381
##  [7951]  1.08406426  3.22804905  2.50589093  5.44161627  3.73552218  0.41142625
##  [7957]  3.35614381  7.63597200  3.93451650  0.00000000  0.11103131  6.09740011
##  [7963]  5.25361115  4.27649667  4.35543920  2.13093087  2.75702325  0.08406426
##  [7969]  2.19219417  0.00000000  5.64961546  0.32192809  3.41413553 12.30525807
##  [7975]  8.24854432  2.86195536  1.08406426  6.54303182  5.11561593  2.10433666
##  [7981]  2.87970577  2.94485845  4.24031433  6.93816815  2.58014548  0.00000000
##  [7987]  0.00000000  0.84799691  7.71335214  3.32768736  1.96716861  0.00000000
##  [7993]  4.07809742  7.27891402  4.69488019  5.24260251  4.27276973  3.00360224
##  [7999]  0.00000000  3.37573454  0.00000000  3.93262816  0.00000000  3.47638169
##  [8005]  4.83541884  4.05571626  0.00000000  3.78972925  4.38750041  4.74738740
##  [8011]  1.41683974  5.06091205  4.36176836  0.07038933  0.00000000  3.33485427
##  [8017]  0.00000000  5.72574116  5.72955277  0.28688115  2.90881291  5.74604398
##  [8023]  3.33913738  1.51096192  4.69710657  1.91073266  4.74523733  0.67807191
##  [8029]  3.53106949  3.71699089  4.16751850  3.73768676  0.00000000  0.00000000
##  [8035]  0.01435529  0.00000000  0.84799691  2.66448284  3.26303441  0.76553475
##  [8041]  0.00000000  4.46988598  5.35931032  3.21101219  0.57531233  3.45811948
##  [8047]  0.01435529  0.00000000  5.13627343  4.08065766  5.84046323  1.07724300
##  [8053]  0.00000000  5.27649667  2.01435529  8.63263175  4.27052894  6.93910901
##  [8059]  0.01435529  2.37573454  1.78240856  7.23601419  5.94906797  8.21941056
##  [8065]  4.28318098  5.13668358  5.55213111  3.72900887  4.46336089  3.37712375
##  [8071]  3.74631277  2.23878686  3.35755200  3.51727569  0.00000000  5.71671659
##  [8077]  4.41345869  0.00000000  3.05137210  0.00000000  1.63691458  3.31034012
##  [8083]  0.27500705  0.00000000  1.00719550  0.50589093  0.00000000  3.56315813
##  [8089]  3.81455042  6.04089243  2.72900887  3.70818724  3.27500705  3.05831650
##  [8095]  6.32246900  0.91838623  0.00000000  0.00000000  5.02591470  5.74308406
##  [8101]  6.26397335  0.00000000  2.96162333  3.32192809  5.79233481  2.85399565
##  [8107]  2.73768676  5.17871464  0.00000000  1.42223300  4.82171022  2.73552218
##  [8113]  0.52606881  5.19021976  0.00000000  4.71589337  5.43829285  4.84448609
##  [8119]  0.00000000  3.73768676  0.92599942  0.54596837  3.14567746  6.99050111
##  [8125]  0.45417589  1.32192809  4.97361128  4.63110428  8.28937341  1.59931779
##  [8131]  2.58976349  0.00000000  4.42827641  5.45713459  4.12432814  6.48928602
##  [8137]  1.22032995  2.59693514  6.41345869  0.35614381  8.23682742  6.46417814
##  [8143]  0.09761080  0.62293035  4.96023367  0.00000000  1.44890095  0.00000000
##  [8149]  0.08406426  4.63981098  3.84999926  0.34482850  0.00000000  0.00000000
##  [8155]  4.56193706  3.64385619  0.38956681  4.75968849  2.00000000  2.81762326
##  [8161]  0.61353165  8.96935774  0.00000000  0.12432814  0.00000000  0.79077204
##  [8167]  2.42223300  1.45417589 12.32880393  0.00000000 11.60001974  2.88166462
##  [8173]  6.34056227  0.02856915  2.85598970  2.06695024  0.08406426  3.31469653
##  [8179]  0.32192809  0.53605290  0.94110631  0.00000000  0.01435529  0.28688115
##  [8185]  2.22650853  5.34020618  2.71149491  5.22419466  3.38681095  6.94438996
##  [8191]  0.29865832  8.87918500  2.45154083 11.68623350  1.21412481  5.45647763
##  [8197]  2.73335434  2.79285535  2.73118324  0.00000000  0.02856915  2.88557436
##  [8203]  3.79597469  0.12432814  4.22573765  3.27202319  3.25550073  0.00000000
##  [8209]  2.22650853  2.83794324  5.27090265  7.49649431  1.94860085  1.51096192
##  [8215]  2.86195536  3.95884268  4.87381320  0.79908731 11.79996961  4.55151602
##  [8221]  2.73335434  1.13093087  1.62293035  0.00000000  0.27500705  0.00000000
##  [8227]  3.61470984  0.13750352  0.00000000  3.02856915  2.58014548  0.63226822
##  [8233]  2.40871186  1.37851162  2.89724043  0.00000000  7.67553369  0.00000000
##  [8239]  0.44360665  0.00000000  0.00000000  1.75702325  0.93357264  0.09761080
##  [8245]  0.36737107  4.34766566  4.37295210  5.00495076  4.96578428  3.39643353
##  [8251]  6.34358548  5.86071455  4.13504229  0.08406426  0.00000000  0.26303441
##  [8257]  5.71534430  6.32481060  1.06350294  0.00000000  1.33342373  0.00000000
##  [8263]  0.87184365  0.00000000  7.04012530  0.00000000  4.90640962  0.09761080
##  [8269]  7.20437551  4.30231905  0.05658353  3.56681515  0.13750352  6.59633886
##  [8275]  7.36141747  0.70487196  3.13914202  0.00000000  4.75702325  0.00000000
##  [8281]  4.17791779  6.81288323  2.42492209  0.01435529  4.86987141  4.22573765
##  [8287]  7.46025110  1.17632277  3.07382023  2.36176836  4.07809742  0.00000000
##  [8293]  0.00000000  2.64616266  5.01033228  0.09761080  2.52606881  1.02147973
##  [8299]  3.05484848  5.89068988  3.34766566  2.22342255  4.00180224  2.43028527
##  [8305]  1.92219785  3.73118324  0.45417589  4.71314590  0.33342373  3.76341157
##  [8311]  4.27276973  3.83592407  4.84699469  2.87578006  1.80735492  1.59931779
##  [8317]  6.70625425  7.25096157  0.67807191  6.90544718  2.50842865  2.68929916
##  [8323]  2.22032995  1.09085343  0.00000000  3.00898878  1.75274859  3.18586655
##  [8329]  0.00000000  0.00000000  4.41074813  2.49057013  5.32264926  4.42155994
##  [8335]  1.64616266  2.71808758  5.22496637  0.31034012  0.22650853  0.09761080
##  [8341]  2.58976349  0.72246602  0.00000000  0.00000000  5.96716861  7.89050749
##  [8347]  5.79986441  0.00000000  8.51297744  0.01435529  5.63865312  3.71808758
##  [8353]  0.12432814  5.51001247  5.98845747  6.42660023  3.64846544  1.50080205
##  [8359]  0.00000000  0.00000000  7.01703108  1.87578006  7.99780047  2.72465027
##  [8365]  3.14730670  0.00000000  1.92219785  0.12432814  0.00000000  3.42492209
##  [8371]  3.31903982  2.54349588  5.06350294  1.62293035  1.97819563  3.10601324
##  [8377]  6.78816366  4.06953033  7.92534674  4.27947130  3.00000000  5.37469175
##  [8383]  3.39369076  7.67990229  0.00000000  5.95326524  1.00000000  8.10575140
##  [8389]  2.41953889  2.10768787  4.52857132  4.31686981  6.25908413  3.67129337
##  [8395]  5.48671437  4.40122086  0.38956681  5.72109919  0.08406426  3.73984810
##  [8401]  2.83995959  0.35614381  3.25550073  0.16349873  0.04264434  3.25701062
##  [8407]  0.00000000  0.00000000  6.43362717  5.15583017  0.48542683  4.55642942
##  [8413]  2.72246602  3.01256867  0.00000000  3.67807191  9.45889871  4.31686981
##  [8419] 11.88405983  1.33342373  2.92219785  0.00000000  2.09761080  2.39231742
##  [8425]  8.80748373  1.20163386  0.95605665  0.00000000  5.69292929  1.90689060
##  [8431]  5.80555043  5.59782910  0.08406426  7.53184929  0.00000000  1.64154603
##  [8437]  2.84599177  5.46466827  0.33342373  4.19692173  0.00000000  3.45680615
##  [8443]  4.36946648  1.43829285  4.88752527  0.00000000  4.06091205  3.15542543
##  [8449]  5.05093697  0.07038933  3.51096192  2.31324585  0.00000000  4.64558639
##  [8455]  0.35614381  0.00000000  4.76977174  0.00000000  1.72246602  0.01435529
##  [8461]  0.11103131  4.76288029  2.65306002  0.00000000  3.81249823  0.00000000
##  [8467]  0.00000000  3.92219785  2.87970577  0.11103131  0.00000000  5.42425029
##  [8473]  1.25096157  2.71808758  2.58976349  1.87184365  0.11103131  8.65610304
##  [8479]  2.51601515  3.98458935  0.00000000  0.00000000  0.16349873  2.31324585
##  [8485]  1.37851162  3.35755200  0.01435529  3.04439412  0.01435529  2.96162333
##  [8491]  0.00000000  0.22650853  4.94953493  0.15055968  1.92979100  4.83390208
##  [8497]  3.29865832  0.07038933  4.42088657  4.29351763  5.16992500  4.32192809
##  [8503]  4.85249830  5.24336443  5.07253460  0.00000000  3.49569516  5.67468662
##  [8509]  3.06695024  0.08406426  5.45680615  0.00000000  0.00000000  4.66391384
##  [8515]  3.29719142  0.13750352  0.00000000  2.62527049  4.35614381  0.01435529
##  [8521]  0.00000000  2.66220550  5.30597052  0.00000000  2.70043972  0.08406426
##  [8527] 11.81810679  0.01435529  1.18903382  3.38128337  3.54473266  4.60229058
##  [8533]  4.71918344  2.42760617  2.70929064  0.00000000  1.97085365  0.00000000
##  [8539]  0.90303827  0.56559718  1.59931779  0.00000000  0.01435529  0.16349873
##  [8545]  3.81147103  0.52606881  0.17632277  3.23725777  1.93734439  0.00000000
##  [8551]  5.99616274  0.00000000  0.35614381  6.18923155  0.00000000  0.00000000
##  [8557]  0.15055968  6.35120428  0.58496250  2.37016428  1.29865832  4.50462039
##  [8563]  0.00000000  1.92599942  3.11436702  2.65764001  4.34269696  5.17392693
##  [8569]  2.57046293  1.03562391  3.88264305  7.75735667  0.23878686  0.42223300
##  [8575]  3.43162296  0.08406426  1.67355642  0.20163386  0.00000000  4.98139603
##  [8581]  0.05658353  3.69265037  0.83187724  2.01435529  4.70154906  1.06350294
##  [8587]  6.37955165  1.91073266  0.00000000  0.05658353  1.28095631  7.28789703
##  [8593]  0.02856915  0.00000000  2.37573454  3.75488750  5.73172632  0.00000000
##  [8599]  0.00000000  1.45417589  2.71369581  0.00000000  6.08448952  1.56559718
##  [8605]  2.67581593  4.63284983  0.00000000  0.89530262  2.88166462  0.64154603
##  [8611]  0.00000000  4.16027483  2.46727948  1.83187724  2.04614178  3.61588707
##  [8617]  0.25096157  0.00000000 12.11771452  0.00000000  0.15055968  1.78240856
##  [8623]  0.00000000  2.17632277  0.45417589  7.24012348  3.88849974  5.37434399
##  [8629]  0.00000000  0.08406426  4.35402894  3.64038956  0.47508488 12.65631760
##  [8635]  4.11935618  0.00000000  0.00000000  5.07382023  0.09761080  0.00000000
##  [8641]  2.47767733  0.00000000  3.43962314  3.89627185  0.00000000  0.15055968
##  [8647]  0.26303441  0.00000000  3.06350294  0.13750352  2.49569516  4.44161627
##  [8653]  5.97154355  3.06867081  5.32012360  5.59484709 10.50925047  1.87578006
##  [8659]  0.31034012  0.13750352  2.66448284  2.13093087  3.95791460  5.18030702
##  [8665]  0.00000000  0.04264434  4.54843662  2.85798100  0.00000000  0.00000000
##  [8671]  0.12432814  5.11811051  0.00000000  0.00000000  4.79077204  0.43295941
##  [8677]  0.00000000  0.02856915  2.72900887  0.97819563  1.92219785  0.00000000
##  [8683]  4.23802252  5.81839044  0.00000000  0.43295941  8.02967373  3.25851892
##  [8689]  3.91647664  2.58255600  0.00000000  0.00000000  1.56559718  0.04264434
##  [8695]  0.00000000  3.96901231  3.83086376  0.71369581  4.14241344  0.58496250
##  [8701]  0.01435529  7.07006726  1.43295941  0.07038933  0.01435529  0.00000000
##  [8707]  0.00000000  0.00000000  2.28983447  3.53977919  6.86900770  3.47638169
##  [8713]  0.00000000  3.78135971  2.56071495  2.88752527  0.00000000  2.21723072
##  [8719]  4.60288441  4.93451650  0.08406426  4.53543091  0.00000000  0.11103131
##  [8725]  0.00000000  0.01435529  0.02856915  0.53605290  0.00000000  0.02856915
##  [8731]  0.00000000  6.07339182  2.76977174  1.76977174  1.18269230  1.88752527
##  [8737]  1.57046293  0.05658353  3.51727569  2.58255600  0.22650853  1.91456452
##  [8743]  2.41683974  4.51096192  0.13750352  0.83187724  0.00000000  0.00000000
##  [8749]  0.00000000  0.00000000  4.10013667  0.00000000  0.00000000  0.00000000
##  [8755]  5.28206908  0.00000000  3.22187708  3.80941444  0.26303441  1.67355642
##  [8761]  4.82527683  7.27826359  1.25701062  2.59931779  0.08406426  5.53636379
##  [8767]  2.53853816  0.02856915  3.06177620  1.98550043  1.15055968  3.56559718
##  [8773]  6.64760233  0.00000000  3.96347412  2.16671544  0.37851162  0.00000000
##  [8779]  0.23878686  5.85922416  1.46466827  2.92409989  0.99276843  1.61353165
##  [8785]  8.34921487  3.49952702  6.17492568  8.83282674  4.56132614  0.00000000
##  [8791]  3.03738222  3.45285896  3.00539999  0.00000000  3.14893410  2.87184365
##  [8797]  2.95233357  3.48284828  5.35966172  3.85996955  1.52606881  0.00000000
##  [8803]  2.58255600  2.35049725  3.88264305  0.87970577  3.90207358  4.12763328
##  [8809]  4.90689060  0.00000000  0.00000000  0.34482850  0.20163386  5.94274907
##  [8815]  0.02856915  0.69599381  5.21723072  4.82017896  0.04264434  0.02856915
##  [8821]  3.27947130  2.69376571  0.23878686  7.02569327  0.00000000  0.76553475
##  [8827]  4.60703435  0.16349873  0.00000000  0.00000000  2.08406426  1.42760617
##  [8833]  3.49441561  7.95180924  2.35895883  0.21412481  3.74738740  3.31469653
##  [8839]  0.00000000  8.43978934  3.27947130  0.01435529  7.72055209  0.00000000
##  [8845]  4.99412711  5.62439338  0.87184365  0.81557543  0.48542683  2.42492209
##  [8851]  0.00000000  2.71149491  0.46466827  0.05658353  6.68915936  2.84999926
##  [8857]  0.00000000  0.32192809  1.26903315  0.00000000  0.00000000  0.11103131
##  [8863]  0.44360665  7.80271022  2.99457972  3.24031433  4.03562391  0.00000000
##  [8869]  0.00000000  0.00000000  5.39369076  4.99004722  2.02147973  6.54581396
##  [8875] 12.49393048  0.29865832  4.81762326  5.00090140  1.70487196  0.00000000
##  [8881]  0.00000000  0.45417589  4.10768787  0.00000000  3.01077984  4.16671544
##  [8887]  2.74416110  0.00000000  5.03430377  4.49313492  0.00000000  0.00000000
##  [8893]  1.12432814  0.11103131  4.06522762  4.99231525  6.10726939  3.54101915
##  [8899]  3.55581616  0.05658353  0.00000000  0.04264434  0.23878686  6.63618957
##  [8905]  0.01435529  5.16791987  0.00000000  4.31324585 11.06355013  0.09761080
##  [8911]  0.00000000  0.12432814  2.09423607  0.00000000  5.04220656  1.88752527
##  [8917]  4.73552218  0.00000000  7.17162718  0.08406426  7.56605404  4.14649231
##  [8923]  8.18383385  6.18745105  0.00000000  0.00000000  0.00000000  3.43295941
##  [8929]  1.63691458  6.31741261  5.66020987  1.11769504  3.40463068  3.26453643
##  [8935]  0.08406426  0.00000000  6.19258872  0.00000000  3.31469653  2.29278175
##  [8941]  0.00000000  6.35860725  0.89530262  0.00000000  3.36036428  2.08406426
##  [8947]  0.00000000  7.71342088  5.69905184  3.28983447  0.69599381  3.16832112
##  [8953]  1.74846123  2.23266076  4.30158765  5.34269696  0.11103131  0.00000000
##  [8959]  0.35614381  3.42626475  2.17312743  0.00000000  1.35049725  2.20789285
##  [8965]  4.85399565  5.05484848  0.86393845  0.27500705  0.00000000  2.74200621
##  [8971]  2.10097765  0.33342373  6.55458885  6.53558644  0.61353165  5.94696474
##  [8977]  6.11499161  4.81762326  3.59096124  4.59514557 11.48052264  5.38991093
##  [8983]  3.83995959  6.26641177  6.37799133  5.81608766  3.16188768  5.21451341
##  [8989]  3.15704371  0.87184365  5.00898878  3.09254574  0.13750352  3.22804905
##  [8995]  7.23716215  0.59454855  2.36176836  0.00000000  4.10265813  4.35332329
##  [9001]  2.09423607  0.00000000  2.10768787  2.13750352  1.74416110  6.19357464
##  [9007]  3.60525726  4.36527260  1.11103131  3.54101915  0.00000000  0.00000000
##  [9013]  5.30451104  0.00000000  2.26903315  0.00000000  1.53106949  1.67807191
##  [9019]  4.25020366  0.57531233  0.04264434  0.02856915  0.11103131  3.37016428
##  [9025]  3.15055968  2.09085343  3.56924803  6.12660124  6.07660185  0.04264434
##  [9031]  0.04264434  6.01413209  3.24944534  3.37016428  0.00000000  0.00000000
##  [9037]  4.63865312  4.22419466  0.09761080  0.04264434  3.21256934  4.12845838
##  [9043]  1.53106949  0.00000000  4.17791779  2.28688115  4.23189316  0.00000000
##  [9049]  0.97085365  7.54504168  2.37851162  4.46270675  2.86789646  1.19534760
##  [9055]  4.51664556  0.00000000  3.15866018  4.09592442  2.08406426  0.95605665
##  [9061]  0.00000000  2.91073266  0.00000000  5.98299357  0.00000000  5.39266088
##  [9067]  4.55642942  0.00000000  1.53605290  2.06695024  2.70265754  6.17332735
##  [9073]  5.72574116  0.00000000  5.31215689  9.17784307  5.22920336  0.00000000
##  [9079]  0.18903382  0.00000000  7.44368952  4.35895883  2.93357264  4.59693514
##  [9085]  6.04897723  4.46401472  6.13729858  0.20163386  1.37851162  4.18030702
##  [9091]  4.31542132  1.25701062  0.01435529  5.43529522  1.19534760  4.84549005
##  [9097]  2.85399565 12.24764274  0.76553475  3.52481593  0.00000000  0.07038933
##  [9103]  2.72027847  0.00000000  2.66902677  3.36457243  5.19179950  4.60762622
##  [9109]  1.43295941  7.37138461  0.02856915  0.81557543  4.46139759  5.50016468
##  [9115]  0.00000000  0.01435529  0.00000000  2.67355642  5.24564777  6.20964831
##  [9121]  5.72655878  5.52700776  0.01435529  1.98913901  4.05745027  4.15866018
##  [9127]  0.00000000  0.00000000  0.00000000  0.90303827  4.00270252  5.64702663
##  [9133]  0.00000000  6.04351949  7.07980475  1.12432814  6.03738222  0.00000000
##  [9139]  0.08406426  0.21412481  4.45154083  0.00000000  3.48284828  2.94110631
##  [9145]  6.02591470  0.09761080  1.04963077  4.63284983  0.16349873  0.17632277
##  [9151]  0.36737107  0.00000000  5.14118753  1.40053793  0.38956681  0.00000000
##  [9157]  0.04264434  4.12267272  5.02414235  2.40326772  4.78555055  0.17632277
##  [9163]  0.00000000  5.98025385  6.02147973  0.91838623  3.06350294  5.79441587
##  [9169]  2.64616266 11.58768846  4.24640809  5.75301613  0.50589093  6.39797405
##  [9175]  9.83176643  0.33342373  0.90303827  4.63168637  3.64385619  5.94368695
##  [9181]  3.85099939  0.00000000  0.00000000  0.05658353  0.00000000  0.00000000
##  [9187]  1.67355642  1.72683122  0.04264434  6.34642509  0.07038933  0.28688115
##  [9193]  0.00000000  0.00000000  0.00000000  0.00000000  1.20789285  6.32930302
##  [9199]  0.00000000  0.67807191  0.00000000  0.09761080  3.09423607  3.66789213
##  [9205]  5.32732808  2.55336050  3.17472599  0.70487196  7.24488706  0.11103131
##  [9211]  1.29278175  0.07038933  0.36737107  3.75595577  1.26303441  0.07038933
##  [9217]  0.00000000  4.45088132  0.00000000  0.00000000  1.02856915  0.22650853
##  [9223]  0.00000000  0.97085365  0.07038933  0.02856915  0.57531233  0.25096157
##  [9229]  0.00000000  0.00000000  4.34340782  2.86987141  4.01256867  0.00000000
##  [9235]  8.91573002  4.23189316  2.75488750  2.43295941  5.32732808  3.45549162
##  [9241]  4.17072628  7.64896869  1.58976349  0.56559718  6.72355856  3.32337007
##  [9247]  0.04264434  0.00000000  0.29865832  0.35614381  2.43028527  2.62527049
##  [9253]  4.19061486  3.85897561  9.23780747  1.37851162  0.00000000  0.99276843
##  [9259]  0.96347412  1.71808758  0.08406426  1.13750352  0.00000000  5.65191274
##  [9265]  3.26303441  1.19534760  0.00000000  0.01435529  4.48735772  3.70708299
##  [9271]  3.50080205  0.67807191  5.27984269  3.46858332  0.01435529  3.31614574
##  [9277]  1.40599236  2.22650853  0.29865832  2.92599942  2.87578006  0.07038933
##  [9283]  0.61353165  2.00000000  5.54318652  0.27500705  4.75542173  2.16349873
##  [9289]  6.32499057  2.98732087  2.53605290  0.83187724  0.07038933  5.48284828
##  [9295]  4.73552218  0.05658353  4.92931759  4.43629512  0.07038933  4.12350066
##  [9301]  0.00000000  3.34766566  0.00000000  0.33342373  3.68929916  3.39643353
##  [9307]  0.00000000  1.24488706  2.59931779  0.73118324  2.95605665  6.69835741
##  [9313]  0.04264434  2.11103131  1.98913901  0.00000000  0.00000000  4.55151602
##  [9319]  3.85598970  7.12732374  4.15623480  4.94813358  3.82374936  5.14241344
##  [9325]  1.28095631  0.04264434  2.48542683  3.58375975  0.00000000  1.73984810
##  [9331]  1.13750352  0.00000000  0.00000000  0.22650853  2.79493566  0.37851162
##  [9337]  0.00000000  1.23878686  0.00000000  3.52481593  4.69488019  1.43829285
##  [9343]  4.48220293  3.58736499  0.00000000  2.34766566  1.92599942  0.01435529
##  [9349]  0.07038933  1.67807191  2.67355642  5.77109325  3.72900887  6.14669595
##  [9355]  2.93734439  2.62058641  3.75274859  1.88362082  3.11769504  3.27500705
##  [9361]  0.00000000  0.00000000  3.83592407  0.01435529  0.08406426  2.25398927
##  [9367]  0.21412481  0.34482850  2.07382023  4.17232749  3.51727569  2.59693514
##  [9373]  2.72683122  0.00000000  2.95233357  4.14649231  0.26303441  5.47832471
##  [9379]  3.13914202  0.00000000  0.00000000  0.00000000  0.26303441  3.01613970
##  [9385]  0.00000000  2.37016428  0.00000000  3.50969584  2.76977174  2.17312743
##  [9391]  1.78240856  7.88776895  0.00000000  0.00000000  0.00000000  4.73118324
##  [9397]  1.42223300  4.66163560  4.33699742  2.90303827  0.04264434  5.19179950
##  [9403]  0.07038933  0.95605665  3.76977174  0.00000000  0.00000000  0.00000000
##  [9409]  0.00000000  0.32192809  4.19298317  0.92599942  2.81147103  7.45483391
##  [9415]  5.41176519  1.50080205  4.97315204  0.00000000  2.88557436  0.00000000
##  [9421]  1.93357264  0.40053793  3.78135971  0.52606881  0.00000000  3.27351589
##  [9427]  3.71808758  3.76977174  0.01435529  1.42223300  3.24336443  0.00000000
##  [9433]  2.80941444  1.20163386  2.66220550  4.39094277  0.00000000  0.81557543
##  [9439]  0.51601515  1.37851162  0.00000000  4.54596837  2.62993941  0.45417589
##  [9445]  4.56071495  3.21878117  0.00000000  1.56071495  2.49569516  3.82476785
##  [9451]  1.93734439  2.06004738  3.69599381  1.73984810  0.31034012  4.93640238
##  [9457]  8.34793135  0.00000000  0.00000000  1.99276843  0.08406426  0.00000000
##  [9463]  0.00000000  0.00000000  4.48284828  0.00000000  4.17791779  2.77820858
##  [9469]  0.00000000  3.35473424  0.00000000  0.00000000  3.38681095  3.61470984
##  [9475]  0.53605290  5.09339115  0.20163386  1.76977174  0.00000000  1.64616266
##  [9481]  0.92599942  3.80012335  2.84398384  0.00000000  2.73335434  0.02856915
##  [9487]  0.00000000  8.35961780  1.44890095  1.11103131  0.02856915  3.46466827
##  [9493]  4.73118324  0.00000000  0.63226822  0.50589093  0.00000000  3.21412481
##  [9499]  4.12267272  5.50430258  2.30742853  0.21412481  0.00000000  0.13750352
##  [9505]  0.00000000  3.60525726  0.00000000  4.29865832  0.01435529  5.13504229
##  [9511]  2.38956681  6.65878273  6.75488750  2.30451104  6.17152711  0.00000000
##  [9517]  0.05658353  4.35755200  1.76553475  0.04264434  0.25096157  2.55581616
##  [9523]  4.05484848  6.14852743  4.46662712  0.87184365  5.43929068  4.12018603
##  [9529]  0.04264434  0.37851162  2.80941444  7.00135189  3.70376518  3.61941301
##  [9535]  0.71369581  3.02680006  0.85598970  0.78240856  0.45417589  0.08406426
##  [9541]  4.24184018  0.00000000  0.00000000  0.52606881  2.03210084  0.00000000
##  [9547]  0.02856915  0.09761080  4.94860085  1.65992456  1.99638875  0.00000000
##  [9553]  4.66106548  4.48542683  2.43829285  6.42609699  4.12101540  0.01435529
##  [9559]  5.12391446  3.59931779  0.12432814  0.00000000  2.26603689  4.91552090
##  [9565]  1.56559718  4.62760684  2.90303827  0.57531233  3.95512678  3.30888506
##  [9571]  0.15055968  0.00000000  1.65076456  0.65076456  2.91073266  6.57863686
##  [9577]  0.00000000  3.41006969  0.00000000  1.18269230  0.00000000  0.43295941
##  [9583]  4.32840566  0.00000000  0.00000000  0.00000000  4.73335434  1.03562391
##  [9589]  3.74092756  2.83390208  0.69599381  0.53605290  0.18903382  2.93734439
##  [9595]  3.79077204  4.08236197  0.09761080  1.37295210  2.85798100  4.28392177
##  [9601]  0.01435529  2.92979100  0.27500705  1.42223300  4.60229058  1.10433666
##  [9607]  3.58736499  0.00000000  1.09085343  0.00000000  1.70487196  1.16349873
##  [9613]  0.85598970  3.81659971  1.83592407  2.30158765  0.00000000  0.12432814
##  [9619]  0.35614381  2.41142625  2.28983447  0.73118324  4.67468662  3.27500705
##  [9625]  2.21723072  0.34482850  0.32192809  0.00000000  4.00719550  0.46466827
##  [9631]  0.25096157  0.00000000  0.00000000  4.88557436  0.34482850  0.00000000
##  [9637]  3.17632277  3.54473266  0.42223300  2.24184018  1.56559718  4.00719550
##  [9643]  0.41142625  0.00000000  0.02856915  0.32192809  2.05311134  0.01435529
##  [9649]  0.08406426  0.00000000  3.65076456  0.62293035  3.36737107  0.91838623
##  [9655]  3.55704242  0.00000000  0.01435529  0.36737107  2.03210084  3.78868571
##  [9661]  2.84197312  0.00000000  1.52606881  0.00000000  2.07724300  0.01435529
##  [9667]  6.83655537  0.00000000  0.75702325  0.00000000  0.00000000  2.70265754
##  [9673]  8.40198878  0.12432814  0.00000000  0.00000000  2.80735492  3.18110255
##  [9679]  7.43379406  2.97819563  0.00000000  0.00000000  2.11436702  3.44228004
##  [9685]  1.71369581  1.33342373  0.00000000  0.00000000  0.01435529  0.00000000
##  [9691]  3.45811948  5.84172158  0.08406426  8.23016458  2.80322704  0.00000000
##  [9697]  0.00000000  4.03033608  0.00000000  0.07038933  2.99819550  0.12432814
##  [9703]  2.53605290  2.30158765  2.88947354  4.69320815  3.43295941  0.01435529
##  [9709]  4.35473424  2.70487196  4.26378561  2.72683122  0.40053793  4.27276973
##  [9715]  1.61353165  0.32192809  4.18110255  0.00000000  0.22650853  3.57167681
##  [9721]  1.87184365  0.00000000  6.54287710  0.01435529  2.46466827  0.00000000
##  [9727]  0.36737107  0.17632277  1.62760684  0.00000000  0.01435529  1.76553475
##  [9733]  0.00000000  4.27351589  3.99186193  5.31469653  4.74631277  2.62058641
##  [9739]  2.97636364  1.07724300  7.62271077  3.06177620  0.51601515  4.36806988
##  [9745]  4.83995959  0.00000000  2.79493566  3.79597469  3.90977310  2.79077204
##  [9751]  0.00000000  2.56315813  0.05658353  4.28243981  4.12184430  0.00000000
##  [9757]  2.74631277  1.77399633  5.03826058  2.74416110  4.70154906  8.17117680
##  [9763]  1.41142625  8.37885838  5.76950729  3.55336050  0.40053793  6.74308406
##  [9769]  6.34943605  0.63226822  0.01435529  5.28540222  4.34978987  0.00000000
##  [9775]  0.16349873  4.81455042  2.81762326  5.86492897  0.83187724  3.13257684
##  [9781]  0.00000000  1.92979100  3.10936056  0.87184365  0.04264434  0.00000000
##  [9787]  7.30924896  1.34482850  0.15055968  0.01435529  2.16992500  1.08406426
##  [9793]  0.11103131  0.01435529  4.02325535  0.23878686  0.32192809  0.84799691
##  [9799]  0.00000000  3.45417589  0.00000000  0.41142625  0.18903382  1.58014548
##  [9805]  1.35049725  3.03562391  0.00000000  5.56193706  0.00000000  0.00000000
##  [9811]  2.65764001  0.00000000  1.88752527  4.00539999  3.15218342  0.00000000
##  [9817]  5.58165253  6.67426290  1.38956681  2.39780296  0.00000000  0.00000000
##  [9823]  0.01435529  3.54720302  1.15704371  3.57167681  0.12432814  0.02856915
##  [9829]  1.67355642  2.94110631  3.78868571  1.86393845  1.22650853  0.00000000
##  [9835]  1.11103131  2.19849415  0.00000000  0.00000000  0.08406426  0.00000000
##  [9841]  5.80555043  2.55581616  4.76712508  3.93828579  0.00000000  0.00000000
##  [9847]  3.00360224  5.53946903  5.10433666  1.17632277  0.00000000  0.16349873
##  [9853]  0.00000000  0.00000000  0.00000000  1.71369581  0.00000000  2.83390208
##  [9859]  4.62877360  4.93073734  7.66398498  1.12432814  0.00000000  1.73984810
##  [9865]  0.00000000  0.00000000  0.15055968  2.39231742  3.42894634  3.45285896
##  [9871]  0.83187724  3.71149491  3.02147973  4.35261730  0.00000000  3.69710657
##  [9877]  8.19692173  0.00000000  0.00000000  2.53853816  2.74416110  1.16992500
##  [9883]  0.00000000  8.60002439  4.30158765  6.48300958  0.00000000 11.92063571
##  [9889]  0.00000000  2.64616266  5.66049513  6.20964831 12.90176633  0.25096157
##  [9895]  2.85399565  5.91528187  3.73118324  4.63633460  2.87381320  0.00000000
##  [9901]  0.09761080  0.00000000  2.43028527  5.58556350  4.34056227  4.18110255
##  [9907]  5.34127418  1.73118324  1.64154603  2.43829285  0.00000000  0.00000000
##  [9913]  5.23610989  6.17112675  5.02547181  2.70929064  0.00000000  3.08915913
##  [9919]  4.10601324  4.62993941  1.20163386  4.94953493  2.12432814  3.78972925
##  [9925]  3.32768736  0.97819563  4.63168637  3.86789646  2.23572706  0.00000000
##  [9931]  0.00000000  0.00000000  0.00000000  7.05387159  3.81147103  3.91838623
##  [9937]  0.00000000  0.34482850  0.00000000  4.15946773  4.06867081  7.21159632
##  [9943]  3.25247621  5.58916424  0.00000000  3.80838505  0.17632277  7.41066334
##  [9949]  2.82781902  4.80632406  0.00000000  0.16349873  1.89917563  0.00000000
##  [9955]  0.00000000  0.00000000  2.57773093  1.83592407  3.42626475  1.28095631
##  [9961]  0.00000000  0.00000000  0.58496250  0.00000000  3.14893410  2.85399565
##  [9967]  4.52606881  4.14159628  0.01435529  3.34198575  3.07895134  4.64904057
##  [9973]  0.00000000  3.23725777  1.69599381  0.91073266  3.43962314  0.68706069
##  [9979]  2.48284828  0.22650853  5.04788733  0.00000000  0.09761080  6.34731132
##  [9985]  4.17472599  3.09254574  0.00000000  0.32192809  4.48671437  0.17632277
##  [9991]  0.87970577  0.01435529  0.09761080  1.99638875  1.83187724  0.01435529
##  [9997]  2.45417589  4.81198472  3.51601515  3.94485845  3.49057013  0.16349873
## [10003]  1.70929064  2.40871186  4.63343121  3.04614178  0.00000000  0.00000000
## [10009]  0.00000000  4.38128337  0.00000000  2.54349588  6.19770816  2.79285535
## [10015]  2.01077984  0.00000000  1.63691458  2.19534760  4.50398470  1.16992500
## [10021]  0.38956681  0.91073266  0.00000000  2.27798475  0.00000000  0.97819563
## [10027]  0.94110631  2.35895883  0.00000000  0.01435529  7.12763328  0.54596837
## [10033]  3.11603199  3.81455042  3.14893410  2.64154603  0.00000000  0.54596837
## [10039]  3.71479501  0.01435529  0.01435529  3.71369581  4.78031010  3.11603199
## [10045]  3.06522762  0.00000000  0.40053793  3.53356335  5.03430377  7.10129289
## [10051]  0.02856915  2.73768676  0.00000000  5.23342794  3.43295941  2.73335434
## [10057]  0.87970577  0.23878686  2.23572706  0.17632277  0.11103131  5.12804589
## [10063]  0.00000000  1.45417589  7.49505553  3.89044669  0.09761080  4.94204526
## [10069]  0.08406426  1.37851162  0.00000000  3.64385619  0.02856915  2.96532255
## [10075]  4.87872534  0.12432814  3.71479501  0.05658353  1.87970577  1.84398384
## [10081]  2.78659636  1.15055968  1.36176836  3.39780296  1.31614574  3.94766616
## [10087]  3.06350294  0.73118324  5.03957710  0.60407132  0.26303441  0.00000000
## [10093]  2.52105074  4.23266076  2.36737107  0.01435529  3.42088657  0.00000000
## [10099]  0.07038933  0.04264434  2.54596837  2.69821848  5.41582626  5.70597790
## [10105]  1.42760617  0.23878686  4.83238372  0.00000000  3.60880924  1.07038933
## [10111]  1.74846123  4.65992456  0.00000000  0.00000000  2.84799691  0.00000000
## [10117]  3.11436702  0.00000000  0.08406426  0.00000000  0.00000000  0.00000000
## [10123]  0.00000000  0.41142625  5.42357817  0.78240856  4.26753580  5.24107746
## [10129]  0.00000000  3.88068553  1.45417589  0.17632277  0.00000000  5.19219417
## [10135]  3.11603199  4.16992500  3.33055840  0.00000000  5.37260392  0.11103131
## [10141]  1.32192809  8.03633848  2.48284828  0.04264434  2.28688115  3.33055840
## [10147]  3.65535183  5.92860720  0.00000000  0.00000000  3.97911076  4.36176836
## [10153]  0.04264434  2.37851162  3.97819563  3.97636364  2.55090066  4.02325535
## [10159]  0.79077204  0.47508488  0.00000000  4.56620629  4.26077843  4.23266076
## [10165]  4.00809242  0.00000000  3.10433666  6.05766688  0.00000000  0.22650853
## [10171]  0.18903382  3.23725777  0.35614381  0.00000000  6.21781233  0.00000000
## [10177]  1.91456452  3.56924803  1.60407132  3.83693401  4.74953427  5.75462031
## [10183]  5.40803247  6.13463167  1.60880924  3.69599381  3.45811948  5.23993261
## [10189]  0.01435529  4.59036249  6.16349873  5.43496176  5.00809242  1.29278175
## [10195]  6.73199779  0.00000000  0.65076456  6.12701414  0.41142625  1.32768736
## [10201]  0.00000000  0.38956681  9.05300270  3.22958792  4.94485845  0.07038933
## [10207]  7.39540560  0.01435529  3.79701298  4.20320116  3.58255600  2.17951105
## [10213]  5.53791725  0.22650853  2.27202319  0.00000000  0.00000000  2.27202319
## [10219]  4.44625623  0.04264434  0.41142625  3.34624777  0.01435529  4.07638807
## [10225]  4.90255601  8.34180789  0.58496250  0.00000000  6.08172309  4.43562859
## [10231]  7.36527260  4.71479501  0.00000000  8.48880419  0.04264434  1.69599381
## [10237]  0.00000000  3.41953889  1.00719550  0.00000000  2.68257330  0.65992456
## [10243]  4.29792505  0.47508488  0.00000000  2.01435529  4.56864020  4.94532678
## [10249]  0.00000000  0.04264434  0.00000000  0.00000000  1.86789646  4.17712050
## [10255]  0.34482850  4.89869207  7.85611423  5.17712050  1.96347412  0.01435529
## [10261]  0.99276843  0.00000000  0.76553475  4.04439412  4.95466162  4.83440784
## [10267]  5.93522399  0.65992456  2.19534760  2.60644223  7.36448489  0.05658353
## [10273]  2.25701062  2.33913738  2.83794324  0.00000000  0.04264434  2.36737107
## [10279]  4.33628339  6.40633258  4.84448609  1.25701062  2.82781902  1.05658353
## [10285]  4.61647533  1.75702325  2.76553475  0.47508488  0.53605290  1.26303441
## [10291]  1.12432814  0.72246602  0.00000000  1.65992456  0.00000000  4.36457243
## [10297]  3.39506280  2.97269265  3.69376571  3.98185265  1.91073266  5.67496903
## [10303]  6.88276531  5.85099939  1.79493566  0.44360665  0.35614381  4.36317108
## [10309]  0.37851162  7.07649496  4.96208625  1.61823866  0.08406426  2.31034012
## [10315]  6.49729301  4.46139759  3.73984810  2.88362082  0.02856915  1.73984810
## [10321]  2.06350294  1.20789285  4.05398017  4.47638169  3.39917109  2.20476675
## [10327]  7.58541327  0.00000000  0.92599942  4.65363331  6.59454855  5.20280949
## [10333]  6.09676785  5.18030702  3.64616266  3.17152711  0.02856915  5.62087961
## [10339]  0.43295941  0.00000000  4.30597052  0.31034012  1.43295941  5.44460081
## [10345]  3.50207596  0.32192809  2.73768676  3.80426012  3.21878117  4.39369076
## [10351]  1.91456452  2.62293035  2.35332329  0.00000000  5.01256867  2.08065766
## [10357]  0.00000000  0.86393845  2.33913738  3.21256934  0.00000000  4.71259578
## [10363]  0.00000000  2.93357264  3.00000000  3.15542543  0.00000000  0.98550043
## [10369]  3.04614178  2.58976349  5.50811168  3.79701298  2.72027847  5.67666233
## [10375]  2.89724043  0.16349873  0.50589093  0.78240856  0.08406426  0.00000000
## [10381]  0.00000000  1.95605665  4.66789213  3.78450398  2.41683974  1.98185265
## [10387]  0.02856915  1.85199884  5.26378561  4.53605290  5.32517051  0.02856915
## [10393]  0.83995959  5.32553033  0.00000000  2.90496572  5.57288967  4.92884404
## [10399]  4.88557436  2.76128527  4.73714592  1.46466827  5.33378150  0.23878686
## [10405]  3.28392177  2.94298360  7.50311017  5.49024921  3.01792191  0.83187724
## [10411]  6.04111154  2.92409989  8.17327737  0.00000000  3.79805051  5.35508676
## [10417]  0.38956681  4.63401236  0.00000000  5.40258576  5.75568878  0.00000000
## [10423]  0.00000000  0.00000000  6.19140473  5.09127669  0.00000000  0.21412481
## [10429]  4.39094277  0.00000000  0.00000000  0.09761080  4.84849776  2.85996955
## [10435]  5.40326772  5.94134111  5.67129337  3.41278153  0.42223300  3.71259578
## [10441]  5.26641177  3.72792045  1.62293035  4.70321147  0.02856915  4.07553263
## [10447]  3.21412481  0.00000000  1.94485845  3.68257330  7.14016513  6.34660238
## [10453] 11.57305541  2.58255600  0.00000000  4.77715667  1.44890095  2.59693514
## [10459]  0.00000000  6.99004722  0.17632277  5.58225491  2.71369581  6.50668445
## [10465]  0.44360665  3.86789646  7.58623932  4.33699742  4.57591736  5.02458564
## [10471]  8.37046946  3.58616425  5.01747656  0.15055968  1.27500705  0.00000000
## [10477]  0.00000000  4.20554891  1.51601515  0.29865832  2.61588707  0.02856915
## [10483]  0.47508488  4.09254574  6.53465306  3.53977919  4.98732087  0.28688115
## [10489]  7.78011321  3.04614178  2.72246602  0.00000000  0.04264434  0.00000000
## [10495]  0.21412481  0.55581616  0.00000000  0.41142625  0.08406426  4.51916445
## [10501]  0.00000000  2.57046293  0.00000000  5.50175759  2.04963077  0.00000000
## [10507]  0.00000000  0.47508488  5.57015930  0.41142625  5.65277328  4.06350294
## [10513]  1.82374936  1.01435529  2.92979100  5.90905302  2.02502879  0.08406426
## [10519]  5.17432652  0.00000000  4.37364821  1.32192809  4.14486214  0.00000000
## [10525]  0.00000000  2.09761080  4.11519975  0.00000000  3.79597469  0.00000000
## [10531]  0.00000000  2.67355642  5.29167722  1.73118324  0.07038933  2.18903382
## [10537]  0.02856915  0.00000000  3.09085343  6.76487159  0.83995959 10.05442796
## [10543] 13.31453651  0.00000000  5.77294134  6.26509929  0.01435529  4.39848719
## [10549]  5.76314596  3.45943162  0.20163386  3.45811948  0.15055968  0.32192809
## [10555]  5.00000000  2.88557436  1.76553475  4.46270675  0.01435529  0.15055968
## [10561]  5.35226417  4.79441587  0.00000000  3.30012372  1.57046293  2.16349873
## [10567]  3.75060650  2.99638875  5.30997649  0.51601515  3.83693401  0.00000000
## [10573]  6.85711014  8.69272010  4.11186596  4.18030702  5.04264434  4.96716861
## [10579]  1.57046293 11.65834539  0.00000000  2.06350294  4.62585493  5.67440415
## [10585]  5.37989816  5.14689956  2.81557543  4.86245139  0.01435529  0.00000000
## [10591]  0.00000000  5.45647763  0.18903382  0.00000000  4.43562859  1.36176836
## [10597]  0.46466827  5.14852743  1.31034012  0.02856915  2.52105074  0.55581616
## [10603]  0.02856915  2.82984956  2.98732087  2.43562859  1.71369581  4.23035675
## [10609]  1.00719550  2.32481060  0.11103131  3.82171022  3.94766616  3.80735492
## [10615]  2.44625623  0.00000000  5.58165253  0.79077204  0.00000000  3.21256934
## [10621]  0.07038933  0.04264434  0.86393845  0.07038933  0.00000000  0.00000000
## [10627]  1.11103131  0.07038933  0.68706069  3.85598970  5.75301613  1.98913901
## [10633]  6.78724961  3.69821848  0.61353165  2.97085365  0.43295941  2.94485845
## [10639]  0.12432814  0.45417589  0.00000000  0.55581616  0.78240856  5.15258907
## [10645]  0.92599942  0.00000000  0.00000000  0.70487196  0.07038933  0.35614381
## [10651]  3.63343121  2.06350294  4.37712375  5.40531168  6.32391044  0.25096157
## [10657]  1.89530262  0.00000000  1.68257330  5.02680006  0.00000000  3.87479697
## [10663]  0.02856915  0.00000000  1.53106949  2.63691458  1.98913901  3.93922658
## [10669]  0.00000000  1.88362082  2.56071495  0.00000000  3.97911076  0.83995959
## [10675]  0.00000000  2.05311134  0.00000000  2.15704371  0.00000000  2.86393845
## [10681]  2.30451104  2.22650853  6.87614855  0.00000000  0.00000000  3.03738222
## [10687]  0.02856915  0.41142625  0.00000000  0.00000000  2.31614574  0.11103131
## [10693]  5.52669485  4.39369076  4.66902677  0.31034012  0.05658353  0.00000000
## [10699]  0.79908731  0.00000000  0.00000000  2.59215800  2.58976349  0.00000000
## [10705]  0.00000000  2.75488750  0.00000000  1.00719550  1.70487196  3.06867081
## [10711]  0.65076456  0.00000000  4.49185310  0.34482850  4.01524777  1.88752527
## [10717]  1.39506280  3.84197312  4.14159628  0.00000000  0.18903382  4.24488706
## [10723]  1.74846123  2.41413553  0.04264434  0.00000000  0.42223300  0.12432814
## [10729]  1.33913738  3.08236197  4.60169652  0.00000000  0.42223300  2.17312743
## [10735]  0.00000000  0.00000000  6.90677037  6.51554216  3.70929064  0.65992456
## [10741]  1.10433666  3.08746284  2.61588707  0.05658353  0.04264434  0.80735492
## [10747]  0.00000000  0.66902677  4.84096670  6.80851377  1.99638875  4.65420638
## [10753]  0.51601515  2.42223300  3.92219785  0.00000000  0.00000000  0.00000000
## [10759]  1.52606881  0.02856915  0.13750352  5.78162200  4.71699089  3.30305008
## [10765]  0.83187724  0.00000000  2.28392177  0.05658353  2.72683122  3.35332329
## [10771]  4.19692173  0.00000000  3.65191274  1.59454855  0.00000000  0.00000000
## [10777]  1.33913738  2.56803210  0.00000000  0.79077204  0.11103131  0.00000000
## [10783]  1.91838623  5.25625587  0.00000000  1.14404637  0.00000000  3.42088657
## [10789]  0.00000000  5.29167722  2.04264434  0.00000000  0.00000000  2.48800077
## [10795]  1.10433666  0.15055968  3.46336089  3.57046293  0.08406426  0.00000000
## [10801]  0.00000000  1.44890095  5.72109919  0.64154603  5.48446041  4.70376518
## [10807]  3.82068956  4.35332329  8.12489675  3.59931779 11.00814146  0.00000000
## [10813]  0.00000000  0.00000000  0.11103131  2.84197312  4.57167681  0.00000000
## [10819]  0.00000000  1.82374936  0.08406426  0.00000000  2.97452931  0.00000000
## [10825]  2.72465027  1.31034012  0.00000000  4.02414235  0.62293035  0.09761080
## [10831]  3.30158765  2.81557543  0.00000000  0.21412481  0.00000000  3.71589337
## [10837]  1.29278175  0.02856915  1.56071495  2.40326772  7.47305629  4.37016428
## [10843]  2.93922658  2.03210084  0.32192809  5.46336089  2.44625623  4.74899785
## [10849]  3.84599177  2.72246602  0.00000000  0.33342373  0.01435529  0.12432814
## [10855]  3.88557436  4.32624970  1.00000000  0.00000000  1.95233357  0.01435529
## [10861]  7.20828314  2.89141919  0.97085365  0.00000000  0.09761080  7.15663931
## [10867]  0.80735492  0.46466827  0.00000000  0.00000000  3.34198575  0.01435529
## [10873]  0.05658353  2.57531233  0.00000000  5.42088657  1.29278175  0.00000000
## [10879]  0.20163386  8.58439884  0.00000000  7.73849764  2.19219417  1.18903382
## [10885]  7.87011808  5.24184018  3.13914202  0.71369581  2.70043972  1.23878686
## [10891]  0.00000000  0.04264434  0.40053793  0.22650853  3.65076456  0.25096157
## [10897]  3.18428029  4.49569516  4.07638807  0.00000000  3.48413813  2.10097765
## [10903]  0.00000000  0.00000000  0.22650853  2.02856915  6.33664045  4.57712666
## [10909]  0.00000000  0.13750352  0.00000000  2.27798475  3.42357817  2.82374936
## [10915]  5.87233629  0.86393845  0.00000000  3.65649637  0.00000000  0.00000000
## [10921]  0.23878686  0.00000000  0.21412481  3.52481593  0.00000000  6.63705954
## [10927]  0.33342373  0.81557543  1.16349873  0.00000000  0.00000000  2.27500705
## [10933]  4.05224198  0.01435529  3.86492897  3.66106548  2.24488706  1.16349873
## [10939]  0.09761080  0.00000000  0.47508488  0.90303827  2.47508488  1.16992500
## [10945]  0.00000000  0.25096157  2.00360224  6.80619515  1.38404981  6.87110437
## [10951]  0.07038933  0.57531233  1.13750352  0.11103131  0.00000000  5.95000175
## [10957]  4.70431868  4.38543104  0.00000000  0.94110631  0.00000000  3.86492897
## [10963] 11.20854530  1.79908731  3.34624777  2.99638875  0.00000000  2.31324585
## [10969]  2.34198575  2.09761080  2.57046293  3.95233357  2.62527049  1.02147973
## [10975]  0.15055968  2.79493566  4.87528860  4.10265813  3.34198575  1.87970577
## [10981]  0.00000000  0.17632277  0.00000000  4.35895883  2.24488706  4.39780296
## [10987]  0.00000000  0.02856915  0.00000000  4.98868469  3.90977310  0.00000000
## [10993]  4.69265037  4.11686376  1.83995959  0.00000000  0.26303441  1.04264434
## [10999]  2.30158765  4.05137210  0.61353165  0.37851162  4.62117275  2.98913901
## [11005]  0.04264434  5.26603689  5.32984118  4.47443604  0.00000000  0.00000000
## [11011]  3.27798475  2.28392177  0.05658353  0.05658353  0.57531233  5.35332329
## [11017]  0.00000000  2.23878686  2.07382023  3.48928602  5.59753117  2.68257330
## [11023]  4.02236781  3.03738222  0.00000000  2.68481874  5.19692173  2.58736499
## [11029]  0.47508488  6.55305325  0.76553475  0.08406426  0.70487196  0.70487196
## [11035]  4.09339115  6.98230913  4.81095716  0.57531233  2.81557543  0.00000000
## [11041]  7.18616377  0.34482850  5.22149046  6.60599798  3.93640238  4.55826763
## [11047]  2.92789645  6.87614855  3.36457243  1.00000000  4.42827641  2.74200621
## [11053]  6.87946072  6.62964804  0.00000000  0.21412481  2.35332329  2.37016428
## [11059]  5.14323013  2.45417589  0.01435529  8.58323324  1.37295210  3.53977919
## [11065]  0.12432814  3.80941444  1.31034012  3.02502879  5.52073653  1.18903382
## [11071]  4.04701482  1.46988598  8.32030415  0.00000000  0.46466827  2.76128527
## [11077]  2.87381320  4.09592442  4.43295941  0.12432814  3.09254574  0.05658353
## [11083]  4.22573765  5.00450139  3.16992500  5.69237140  2.49057013  0.71369581
## [11089]  6.48478262  0.46466827  3.31469653  2.89336221  2.16992500  1.40599236
## [11095]  1.60880924  3.77715667  4.49697358  1.61353165  5.66334462  0.07038933
## [11101]  3.31469653  4.26528686  2.57531233  0.00000000  4.70210341  1.68257330
## [11107]  5.10977843  0.07038933  0.00000000  7.03397354  4.62468581  0.00000000
## [11113]  0.00000000  5.38508585  6.06436554  0.00000000  0.00000000  0.00000000
## [11119]  0.00000000  2.82984956  2.13422094  0.13750352  0.00000000  0.00000000
## [11125]  2.03562391  1.21412481  0.00000000  0.00000000  3.56681515  0.26303441
## [11131]  0.84799691  3.99186193  3.20006486  0.00000000  4.98276546  6.37851162
## [11137]  2.70708299  6.20104569  3.23266076  2.22342255  1.83995959  5.74980240
## [11143]  0.12432814  0.00000000  3.74523733  2.04264434  7.33762190  0.00000000
## [11149]  1.38404981  0.00000000  3.45417589  0.00000000  0.74846123  4.87921564
## [11155]  2.53853816  3.13914202  0.00000000  3.01256867  0.04264434  4.72355856
## [11161]  1.33913738  4.23035675  3.95977016  3.75381844  5.41176519  0.00000000
## [11167]  7.05571626  0.00000000  0.77399633  0.00000000  0.00000000  2.66675659
## [11173]  0.05658353  2.46205232  3.12928302  3.90014226  1.68257330  0.00000000
## [11179]  3.40871186  0.00000000  0.01435529  4.29498827  3.87282876  2.67355642
## [11185]  0.97819563  0.32192809  0.00000000  3.68929916  0.00000000  0.00000000
## [11191]  1.88362082  3.63110428  0.00000000  2.68481874  4.82934219  0.13750352
## [11197]  4.40053793  0.98550043  0.17632277  7.79655882  4.88996020  0.51601515
## [11203]  0.01435529  4.01435529  6.00629802  0.02856915  0.01435529  0.16349873
## [11209]  0.00000000  1.35614381  4.17552460  2.78868571  0.08406426  9.65318544
## [11215]  0.29865832  1.91073266  3.63110428  3.46988598  0.02856915  0.00000000
## [11221]  0.00000000  0.42223300  1.56559718  0.00000000  0.74846123  0.28688115
## [11227]  2.81352469  4.86294725  0.00000000  0.00000000  0.00000000  0.21412481
## [11233]  3.18428029  0.00000000  1.63691458  0.00000000  0.00000000  0.28688115
## [11239]  0.36737107  0.33342373  0.29865832  2.93545975  2.35049725  3.86789646
## [11245]  4.41683974  0.34482850  3.00180224 11.54303666  0.01435529  0.07038933
## [11251]  3.36176836  0.00000000  1.37851162  0.00000000  4.45154083  4.85049941
## [11257]  6.46057876  4.42626475  0.09761080  3.08915913  1.91838623  2.80735492
## [11263]  3.21723072  0.42223300  0.00000000  7.02580399  6.10454634  0.00000000
## [11269]  3.64385619  2.57531233  1.29865832  2.51349075  0.11103131  0.47508488
## [11275]  1.09761080  8.13149688  0.15055968  0.32192809  0.00000000  0.00000000
## [11281]  4.06608919  0.21412481  0.17632277  6.74926608  2.28095631  0.00000000
## [11287]  6.99061456  0.00000000  0.12432814  0.04264434  0.16349873  0.60407132
## [11293]  0.27500705  1.20789285  5.60407132  5.50430258  0.00000000  3.59215800
## [11299]  0.56559718  0.27500705  0.45417589  3.03386345  0.01435529  1.03562391
## [11305]  3.65076456  5.02325535  0.00000000  4.38197548  0.00000000  0.00000000
## [11311]  3.33342373  0.00000000  5.56681515  4.22727899  0.11103131  0.35614381
## [11317]  3.98550043  0.00000000  3.29719142  0.62293035  0.00000000  3.61117238
## [11323]  0.00000000  5.03386345  5.29020321  6.12453493  0.00000000  6.05809999
## [11329]  6.00472609  5.47832471  0.00000000  4.73876784  5.56559718  2.03913839
## [11335]  8.21684284  2.09423607  8.15613365  0.00000000  1.73552218  0.16349873
## [11341]  3.87676249  6.26678654  0.00000000  0.17632277  4.03913839  3.85399565
## [11347]  0.00000000  0.73118324  2.42223300  2.14077866  3.79805051  4.83390208
## [11353]  1.94110631  1.63691458  2.59215800  2.49825087  3.76022095  1.27500705
## [11359]  5.11311704  0.80735492  3.50716035  0.36737107  4.93215568  1.18903382
## [11365]  0.16349873  2.99638875  5.49697358  4.50716035  0.00000000  4.77873424
## [11371]  0.00000000  0.00000000  0.00000000  0.00000000  0.01435529  0.00000000
## [11377]  0.15055968  0.00000000  0.29865832  3.22187708  1.73984810  0.01435529
## [11383]  0.65992456  0.74846123  3.81044310  8.17682141  0.00000000  0.71369581
## [11389]  0.49569516  0.00000000  4.34198575  0.17632277  3.17312743  3.06350294
## [11395]  0.00000000  0.11103131  5.00045077  3.62877360  5.07553263  0.00000000
## [11401]  0.15055968  0.91073266  0.00000000  0.17632277  0.00000000  2.91647664
## [11407]  3.30012372  0.22650853  0.04264434  0.00000000  3.91264986  2.71149491
## [11413]  2.79493566  5.61559286  2.93545975  1.83995959  3.33771109  0.00000000
## [11419]  0.86393845  6.39266088  0.25096157  5.12142991  2.67581593  2.46466827
## [11425]  6.27519333  3.12928302  7.80413102  0.94860085  0.00000000  5.06047978
## [11431]  0.00000000  0.65076456  3.28243981  0.00000000  0.01435529  0.42223300
## [11437]  0.00000000  2.69821848  0.01435529  0.00000000  0.02856915  0.00000000
## [11443]  0.00000000  1.59931779  4.28392177  2.70708299  2.93168306  0.00000000
## [11449]  3.24640809  5.83415498  2.86987141  2.48284828  1.07724300  4.22573765
## [11455]  2.45680615  0.17632277  5.29645741  0.00000000  0.00000000  0.86393845
## [11461]  1.97085365  3.52857132  0.00000000  3.71149491  4.45943162  4.33699742
## [11467]  3.45417589  0.00000000  0.05658353  5.16912328  8.86384555  3.15542543
## [11473]  0.58496250  0.00000000  0.15055968  3.17472599  4.26378561  1.29278175
## [11479]  3.80632406  4.47313749  5.69209238  3.44360665  1.52105074  0.01435529
## [11485]  0.25096157  3.32048468  0.00000000  2.52105074  1.11769504  0.00000000
## [11491]  0.00000000  1.28688115  0.00000000  6.37051305  0.00000000  1.33342373
## [11497]  0.00000000  1.25701062  7.86783470  3.93262816  2.00360224  0.00000000
## [11503]  8.01797757  0.00000000  6.25058266  1.86393845  3.52481593  3.33485427
## [11509]  0.83995959  3.34340782  3.98185265  5.99208861  2.98913901  7.46434153
## [11515]  3.20163386  7.96098657  0.00000000  2.71589337  0.17632277  5.78398041
## [11521]  5.60555360  0.00000000  0.41142625  3.30451104  1.72246602  0.00000000
## [11527]  7.08023127  3.82781902  2.18903382  5.46597446  1.80735492  0.01435529
## [11533]  6.64932804  5.41886458  4.67976157  1.04963077  0.00000000  7.33610483
## [11539]  3.98093927  6.11290860  0.08406426  1.46466827  0.05658353  1.32192809
## [11545]  5.93428059  2.30158765  0.00000000  3.98276546  0.60407132  0.25096157
## [11551]  1.73984810  1.73118324  5.01212167  0.00000000  1.68706069  3.84899843
## [11557]  0.08406426  0.00000000  1.26303441  0.79077204  3.52982095  0.53605290
## [11563]  3.60880924  0.00000000  2.21412481  2.36176836  4.87085786  0.01435529
## [11569]  3.67016051  5.06781078  1.64154603  4.55151602  8.02086885  0.17632277
## [11575]  1.47508488  1.93734439  4.26528686  0.52606881  3.02680006  4.98002530
## [11581]  0.61353165  0.00000000  0.57531233  0.00000000  0.00000000  0.11103131
## [11587]  0.00000000  2.35332329  0.57531233  0.11103131  3.06522762  2.25096157
## [11593]  4.60407132  3.26002566  0.00000000  6.93628458  2.33628339  2.31903982
## [11599]  0.00000000  4.03033608  0.05658353  5.00270252  0.56559718  0.00000000
## [11605]  2.78031010  0.01435529  0.07038933  1.28688115  0.00000000  0.00000000
## [11611]  0.01435529  1.28095631  0.00000000  0.00000000  4.16188768  0.32192809
## [11617]  1.76977174  4.38612116  3.65764001  3.26903315  8.02851390  4.67468662
## [11623]  0.00000000  4.57107000  0.07038933  0.00000000  0.00000000  1.29865832
## [11629]  0.00000000  0.07038933  6.56025640  3.77082905  4.42894634  2.24184018
## [11635]  3.43429462  4.03562391  5.78162200  5.51285895  6.23381138  0.00000000
## [11641]  1.85996955  3.33199178  1.90689060  6.92445624  5.65105169  5.56010351
## [11647]  0.00000000  0.00000000  0.18903382  3.88264305  1.45943162  7.93816815
## [11653]  8.13816939  3.47638169  0.22650853  0.00000000  0.68706069  5.03606369
## [11659]  4.10433666  2.01435529  1.99638875  0.00000000  3.33628339  3.14567746
## [11665]  3.18745105  0.79908731  1.45417589  0.00000000  7.28179097  4.01077984
## [11671]  2.46466827  0.01435529  2.21101219  2.12763328  3.89239103  0.00000000
## [11677]  6.56086777  8.74473295  6.08300057  0.09761080  0.00000000  0.41142625
## [11683]  5.11353382  3.06522762  1.00000000  0.00000000  5.68957873  0.18903382
## [11689]  0.00000000  0.00000000  2.60169652  1.81557543  0.05658353  2.68032436
## [11695]  0.00000000  0.85598970  2.62293035  0.00000000  0.00000000  0.26303441
## [11701]  5.76473892  4.79908731  2.30158765  0.00000000  0.05658353  2.84999926
## [11707]  1.41142625  1.31614574 12.59289146  3.77188558  2.14730670  0.00000000
## [11713]  0.00000000  7.53799488  5.93121027  5.58436125  1.65535183  4.21645487
## [11719]  4.02945289  3.29719142  2.52857132  0.05658353  3.61353165  2.99819550
## [11725]  0.00000000  4.70763522  2.87381320  8.06166821  0.00000000  0.79077204
## [11731]  0.00000000  4.32337007  0.00000000  2.68481874  0.64154603  0.00000000
## [11737]  2.02502879  3.90110824  0.00000000  0.00000000  7.34402954  0.00000000
## [11743]  0.00000000  3.14077866  0.94860085  4.21334728  6.72792045  0.09761080
## [11749]  0.41142625  8.76065342  0.49569516  7.81749535  0.00000000  5.10055722
## [11755]  0.00000000  0.45417589  3.76022095  0.04264434  0.21412481  7.06662741
## [11761]  1.08406426  4.40326772  3.37434399  1.64616266  1.83995959 10.04686480
## [11767]  2.45154083  4.13832300  0.05658353  0.16349873  0.00000000  4.67976157
## [11773]  0.00000000  1.29865832  1.83995959  1.41142625  2.41683974  5.23725777
## [11779]  0.02856915  9.02580399  0.00000000  6.63241364  0.01435529  3.53977919
## [11785]  6.59797804  1.20789285  0.48542683  0.07038933  2.13422094  3.85598970
## [11791]  0.70487196  0.21412481  0.00000000  0.38956681  2.05658353  0.84799691
## [11797]  0.00000000  1.13093087  4.67129337  6.21587270  4.12515513  4.67468662
## [11803]  0.00000000  1.90689060  0.00000000  0.00000000  1.04963077  0.00000000
## [11809]  3.48928602  0.00000000  4.02680006  3.30158765  4.49249415  4.21567860
## [11815]  3.93168306  0.20163386  4.88703779  6.91133206  5.06608919  2.58736499
## [11821]  7.45697038  0.00000000  0.43295941  0.00000000  0.05658353  3.60525726
## [11827]  0.00000000  0.00000000  0.00000000  0.00000000  3.59574234  4.68088692
## [11833]  0.31034012  0.00000000  2.59693514  0.00000000  0.00000000  0.00000000
## [11839]  0.65992456  3.79493566  3.73009647  3.20945337  3.80115866  0.00000000
## [11845]  6.45614903  2.84197312  3.85299759  8.38188898  6.47281267  0.05658353
## [11851]  0.00000000  1.19534760  1.38404981  1.82781902  0.91073266  1.40599236
## [11857]  0.00000000  1.58014548  0.09761080  8.02253427  7.81640771  0.01435529
## [11863]  0.00000000  0.04264434  0.44360665  0.00000000  0.52606881  3.76341157
## [11869]  2.03562391  4.07980475  5.11686376  5.24069594  4.77399633  6.02768488
## [11875]  2.78031010  3.69821848  1.20163386  4.85549144  0.00000000  0.00000000
## [11881]  0.00000000  2.97819563  0.01435529  2.61588707  0.05658353  3.88752527
## [11887]  0.58496250  4.45154083  0.00000000  4.74953427  2.72246602  0.40053793
## [11893]  0.05658353  0.00000000  0.13750352  2.57773093  0.01435529  1.79493566
## [11899]  0.00000000  1.41142625  3.44095220  3.64961546  0.23878686  4.35120428
## [11905]  7.28909670  3.53106949  0.12432814  9.11421084  0.00000000  4.49121176
## [11911]  3.54843662  3.73443867  0.09761080  5.01836712  3.86294725  6.65778290
## [11917]  0.00000000  2.92029330  0.00000000  0.32192809  0.00000000  2.65076456
## [11923]  0.27500705  3.51096192  2.06004738  3.17152711  0.00000000  2.33628339
## [11929]  3.41142625  2.57531233  2.07038933  6.62833617  0.00000000  0.00000000
## [11935]  0.00000000  3.26153082  7.63124983  5.35684808  8.95765347  4.15623480
## [11941]  0.99276843  0.21412481  1.52606881  4.72737594  3.91552090  4.85996955
## [11947]  7.20163386  3.82273015  4.53667462  1.87184365  1.01435529 12.34706766
## [11953]  2.10768787  0.00000000  3.83794324  2.71149491  3.30742853  3.71149491
## [11959]  1.41142625  2.68032436  5.99118168  9.10355009  0.59454855  0.02856915
## [11965]  0.57531233  2.39231742  1.46466827  3.69265037  0.00000000  2.02502879
## [11971]  2.57531233  3.57652214  2.76128527  1.95977016  1.86393845  0.00000000
## [11977]  0.00000000  0.92599942  4.86937792  0.98550043  0.31034012  1.68706069
## [11983]  2.04963077  2.78450398  0.00000000  0.00000000  5.57833495  1.89141919
## [11989]  0.00000000  7.86003165  9.80667850  5.67355642  1.53605290  1.49057013
## [11995]  0.00000000  0.11103131  5.10768787  9.42139163  0.00000000  4.64038956
## [12001]  5.76048710  4.39437694  0.13750352  0.32192809  3.25550073  3.74308406
## [12007]  4.44095220  5.72219276  3.76871366  0.31034012  2.57288967  2.36457243
## [12013]  4.01792191  2.35049725  3.12598165  2.18586655  6.07937811  0.36737107
## [12019]  1.78659636  3.54225805  0.01435529  7.12742693  3.24640809  0.02856915
## [12025]  0.04264434  0.08406426  5.85299759  1.97819563  0.08406426  3.01077984
## [12031]  5.94602899  0.00000000  0.00000000  7.02558255  1.96347412  0.09761080
## [12037]  0.00000000  6.05874941  4.89384756  7.47848651  0.58496250  2.30158765
## [12043]  0.00000000  7.53177133  5.90568785  4.49697358  0.05658353  8.69128988
## [12049]  0.00000000  0.00000000  3.74416110  4.70984202  0.59454855  0.07038933
## [12055]  0.02856915  2.93734439  7.31034012  9.40211672  0.43295941  2.35614381
## [12061]  5.97246291  3.31614574  2.06350294  7.69272010  4.13504229  0.00000000
## [12067]  0.09761080  0.00000000  5.51696066  4.15946773  4.78188423  0.00000000
## [12073]  0.00000000  4.35473424  1.16992500  5.61146750  4.07809742  0.28688115
## [12079]  6.22477348  0.09761080  1.29278175  4.17472599  6.63647962  0.01435529
## [12085]  5.59693514  7.11811051  3.35332329  1.00719550  2.98367769  0.91838623
## [12091] 13.58893711  7.34091827  8.19298317  7.50032405  0.08406426  4.90689060
## [12097]  1.70487196  3.33628339  0.22650853  0.67807191 11.08914589  0.08406426
## [12103]  6.34713411  3.62058641  5.09043004  5.22419466  0.01435529  5.18189764
## [12109]  1.06350294  0.01435529  6.79856900  3.31759350  0.00000000  3.37989816
## [12115]  0.29865832  5.00809242  0.01435529  0.08406426  7.75147711  4.93545975
## [12121]  3.04264434  3.84197312  2.93734439  4.80889984  0.00000000  0.00000000
## [12127]  0.09761080  3.49441561  1.27500705  0.00000000  0.00000000  1.02147973
## [12133]  0.00000000  6.13442632  1.38404981  5.65621032  2.72465027  3.51601515
## [12139]  3.43028527  2.61823866  0.00000000  3.28835856  4.27724090  0.00000000
## [12145]  5.72764822  2.87381320  5.48735772  3.66562016  6.58691483  0.00000000
## [12151]  0.09761080  4.67863535  0.00000000  5.21451341  0.00000000  6.82997637
## [12157]  6.16691625  0.11103131  4.13175409  4.19927972  5.39814512  6.72492307
## [12163]  5.53075746  2.36457243  0.31034012  1.76977174  2.29572302  5.86987141
## [12169]  0.51601515  0.00000000  2.52356196  0.00000000  0.02856915  0.00000000
## [12175]  0.00000000  0.05658353  0.12432814  0.00000000  7.89808740  6.64803395
## [12181]  0.42223300  2.21101219  6.26247074  4.09085343  3.76022095  5.27052894
## [12187]  0.34482850  4.57470705  5.88508623  0.15055968  0.00000000  0.00000000
## [12193]  0.56559718  2.56315813  2.72027847  7.44095220  0.00000000  1.89141919
## [12199]  0.00000000  0.27500705  4.20789285  0.17632277  0.00000000  0.00000000
## [12205]  3.04264434  5.16952420  0.48542683  0.58496250  3.98732087  7.13072499
## [12211]  0.56559718  3.75060650  1.10433666  0.00000000  0.00000000  2.37295210
## [12217]  4.76234882  5.66647257  0.00000000  3.06004738  0.02856915  0.00000000
## [12223]  0.00000000  4.49057013  3.39780296  2.52356196  5.45614903  3.43562859
## [12229]  0.00000000  1.70929064  3.65076456  0.00000000  2.89724043  2.84599177
## [12235]  4.34766566  0.00000000  0.00000000  0.02856915  0.00000000  6.25266543
## [12241]  9.01089171  0.00000000  2.35332329  0.00000000  1.03562391  0.00000000
## [12247]  0.01435529  1.94485845  0.17632277  8.31206610  0.00000000  0.00000000
## [12253]  4.31542132  4.94626298  3.86690798  0.15055968  0.00000000  0.07038933
## [12259]  0.23878686  0.00000000  2.61588707  3.23878686  4.47378691  0.40053793
## [12265]  0.01435529  2.42223300  0.34482850  3.09085343  2.50842865  0.00000000
## [12271]  1.49057013  1.89917563  6.87270566  2.86987141  2.70929064  2.35614381
## [12277]  0.49569516  2.05311134  4.76288029  0.05658353  1.31614574  4.94016675
## [12283]  0.00000000  0.00000000  0.00000000  5.90857276  0.05658353  0.00000000
## [12289]  3.62993941  0.00000000  5.87627136  4.76022095  4.07809742  2.87970577
## [12295]  7.63277714  5.78109738  0.07038933  3.58736499  6.86641348  0.07038933
## [12301]  0.72246602  0.92599942  3.65535183  4.00180224  3.88752527  0.00000000
## [12307]  0.21412481  0.00000000  3.93262816  2.56315813  0.11103131  2.03210084
## [12313]  2.70708299  0.00000000  6.13791332  0.00000000  3.56681515  2.97269265
## [12319]  1.70487196  2.50080205  0.00000000  0.00000000  3.15866018  2.36176836
## [12325]  4.80992887  9.63796520  6.73023236  0.05658353  0.00000000  4.51412226
## [12331]  0.99276843  6.99921081  2.10768787  4.39231742  0.00000000  5.40769265
## [12337]  0.00000000  0.12432814  0.00000000  0.00000000  3.69821848  0.01435529
## [12343]  2.15704371  3.66106548  7.94040170  2.89336221  0.12432814  1.48542683
## [12349]  0.00000000  0.37851162  2.98002530  1.92979100  3.40463068  6.46842040
## [12355]  0.00000000  1.51601515  0.23878686  2.78659636  5.60169652  0.16349873
## [12361]  0.32192809  5.49665408  6.43262541  2.01077984  0.00000000  0.00000000
## [12367]  0.00000000  0.00000000  6.02768488  0.01435529  4.29719142  4.01703108
## [12373]  7.03474395  0.00000000  3.85598970  8.63368549  2.70929064  0.92599942
## [12379]  5.60318123  3.19534760  0.09761080  3.88752527  2.45417589  0.00000000
## [12385]  3.50716035  4.73009647  0.48542683  2.13093087  3.70597790  0.00000000
## [12391]  0.29865832  5.89117612  0.00000000  0.00000000  4.24184018  0.63226822
## [12397]  0.08406426  0.00000000  0.04264434  0.00000000  0.00000000  0.00000000
## [12403]  0.00000000  0.00000000  2.99095486  3.74846123  3.60288441  3.22032995
## [12409]  2.60169652  0.00000000  0.00000000  0.00000000  4.31686981  0.09761080
## [12415]  0.67807191  2.75274859  0.00000000  0.07038933  0.58496250  2.27798475
## [12421]  0.21412481  3.57893871  0.00000000  0.00000000  0.64154603  4.63691458
## [12427]  0.21412481  0.07038933  0.00000000  0.00000000  4.39985467  0.00000000
## [12433]  1.60880924  4.03210084  0.00000000  2.79908731  0.00000000  0.00000000
## [12439]  3.35755200  0.01435529  0.00000000  0.00000000  0.01435529  6.18289089
## [12445]  7.27342264  8.51048727  1.83995959  0.00000000  4.37503943  6.31759350
## [12451]  0.00000000  2.15055968  5.73552218  2.49825087  0.00000000  2.45943162
## [12457]  4.98230913  4.71808758  0.00000000  0.48542683  8.97200330  1.09085343
## [12463]  1.96716861  3.90207358  0.00000000  3.90207358  5.18903382  4.99186193
## [12469]  4.03298242  0.00000000  8.44410382  6.97475873  8.62307672  0.00000000
## [12475]  6.28743536  8.14506601  5.97131362  0.00000000  8.04045412  7.26143679
## [12481]  4.56559718  7.82883465  5.06695024  0.00000000  3.54596837  1.43829285
## [12487]  5.09085343  0.11103131  0.00000000  2.68032436  5.47961861  0.00000000
## [12493]  0.13750352  0.00000000  0.00000000  7.21684284  3.06350294  3.31614574
## [12499]  0.00000000  0.09761080  0.01435529  4.67129337  0.00000000  4.20789285
## [12505]  0.00000000  0.00000000  2.22650853  0.00000000  0.00000000  0.99276843
## [12511]  0.04264434  0.28688115  0.23878686  4.58796499  0.08406426  0.00000000
## [12517]  2.85996955  0.01435529  3.04788733  0.00000000  7.06112814  1.61353165
## [12523]  0.65076456  5.70818724  2.54349588  4.35895883  0.00000000  0.76553475
## [12529]  1.94110631  0.00000000  2.01792191  3.71808758  1.37295210  3.50462039
## [12535]  2.14730670  4.93922658  8.40271365  2.57773093  1.22650853  2.51096192
## [12541]  1.33342373  0.02856915  2.35049725  0.21412481  0.55581616  0.72246602
## [12547]  5.75942219  6.05311134  4.22342255  7.76911053  0.02856915  2.35614381
## [12553]  0.00000000  0.04264434  0.01435529  2.78031010  3.88264305  0.12432814
## [12559]  0.02856915  3.56193706  2.61588707  0.08406426  0.00000000  6.08788710
## [12565]  7.80819196  2.20476675  0.00000000  0.01435529  0.00000000  3.82883465
## [12571]  0.00000000  0.00000000  2.26903315  2.99819550  2.74200621  0.01435529
## [12577]  1.68257330  2.65992456  0.87184365  2.42492209  0.00000000  3.57893871
## [12583]  5.46597446  0.00000000  3.08746284  0.00000000  2.21723072  3.37016428
## [12589]  4.46662712  5.04133061  1.29865832  4.89530262  0.00000000  0.50589093
## [12595]  0.02856915  0.12432814  6.05006630  3.73552218  9.03033608  0.00000000
## [12601]  6.63284983  6.84486266 10.91058277  3.34482850  0.00000000  0.00000000
## [12607]  1.11769504  3.00898878  1.83592407  7.51995070  3.02502879  3.25851892
## [12613]  0.05658353  0.05658353  0.00000000  0.16349873  0.00000000  0.27500705
## [12619]  0.00000000  0.07038933  3.49569516  0.07038933  0.00000000  4.90833257
## [12625]  2.35049725  0.09761080 11.72369507  0.15055968  2.70487196  0.02856915
## [12631]  0.00000000  5.85324717  5.84699469  6.05680026  2.91264986  0.16349873
## [12637]  2.39506280  0.71369581  1.69599381  0.00000000  3.91264986  2.97636364
## [12643]  5.36036428  0.07038933  0.00000000  0.11103131  0.01435529  2.98002530
## [12649]  0.00000000  0.70487196  0.00000000  4.03298242  0.02856915  8.61356849
## [12655]  0.00000000  3.09254574  1.65076456  2.53853816  2.27202319  5.53884852
## [12661]  1.20163386  5.17751920  0.00000000  0.00000000  0.34482850  0.00000000
## [12667]  0.05658353  0.12432814  3.56315813  5.51979349  3.38681095  0.00000000
## [12673]  6.25814200  3.36737107  0.00000000  0.00000000  0.00000000  4.41210404
## [12679]  0.00000000  0.00000000  2.06695024  5.47053687  4.62351574  3.22187708
## [12685]  4.84046323  2.71369581  4.52293456  1.45417589  0.09761080  0.00000000
## [12691]  2.32768736  3.38681095  0.04264434  5.62175886  2.10097765  0.00000000
## [12697]  2.15704371  0.02856915  4.78135971  0.00000000  2.38404981  0.00000000
## [12703]  4.60940039  0.00000000  0.12432814  0.00000000  0.00000000  6.33574763
## [12709]  0.31034012  2.42760617  0.00000000  0.00000000  0.21412481  0.00000000
## [12715]  0.37851162  3.01792191  0.00000000  0.00000000  3.78555055  4.42492209
## [12721]  5.77320516  5.36492256  0.08406426  2.02147973  1.00719550  4.62585493
## [12727]  3.48671437 10.02308898  0.32192809  3.42626475  5.25134038  0.00000000
## [12733]  2.54596837  3.42626475  7.77570904  0.31034012  0.91838623  1.22650853
## [12739]  0.00000000  2.08406426  0.00000000  0.00000000  0.21412481  0.00000000
## [12745]  3.54101915  0.00000000  1.94485845  0.00000000  0.00000000  0.01435529
## [12751]  7.58308277  0.00000000  0.13750352  1.68706069  0.00000000  0.93357264
## [12757]  0.00000000  0.00000000  0.00000000  0.00000000  0.02856915  2.04963077
## [12763]  1.79077204  0.00000000  2.92789645  0.00000000  0.00000000  0.00000000
## [12769]  0.00000000  3.81659971  0.37851162  0.00000000  6.39934202  0.00000000
## [12775]  3.42223300  2.40599236  0.05658353  3.88264305  1.33342373  3.00180224
## [12781]  0.04264434  0.00000000  0.21412481  1.03562391  0.04264434  0.00000000
## [12787]  5.83693401  0.53605290  0.00000000  4.71808758  0.09761080  4.72683122
## [12793]  1.76977174  4.84649332  7.04537744  3.55213111  3.36176836  3.77505054
## [12799]  2.00000000  3.22804905  0.00000000  0.01435529  0.00000000  0.00000000
## [12805]  0.00000000  6.99650174  6.95652136  4.47183776  5.62935662  0.00000000
## [12811]  0.02856915  1.65076456  7.06382648  4.22342255  4.11103131  0.07038933
## [12817]  0.00000000  0.25096157  4.34482850  0.38956681  0.00000000  4.39848719
## [12823]  0.21412481  0.00000000  1.36176836  5.24906603  4.80219322  0.00000000
## [12829]  5.24982455  2.83592407  6.25266543  8.16475611  1.80735492  3.24792751
## [12835] 10.18937982  3.25851892  0.40053793  0.04264434  1.05658353  0.47508488
## [12841]  0.00000000  2.43829285  0.00000000  0.29865832  0.00000000  0.02856915
## [12847]  0.00000000  0.00000000  7.84316732  4.24640809  2.37295210  0.00000000
## [12853]  0.17632277  0.54596837  3.70929064  1.83592407  0.00000000  1.82781902
## [12859]  0.35614381  0.34482850  5.84974912  5.32624970  0.00000000  1.84398384
## [12865]  2.51601515  1.71808758  3.48026512  1.18903382  2.30158765  0.00000000
## [12871]  0.00000000  0.00000000  0.00000000  0.00000000  1.39506280  7.85368383
## [12877]  3.77610399  0.00000000  0.00000000  5.52042225  0.00000000  0.05658353
## [12883]  2.40599236  0.00000000  0.00000000  0.00000000  0.18903382  8.36111037
## [12889]  0.00000000  0.16349873  0.15055968  0.38956681  7.10904708  0.02856915
## [12895]  0.46466827  0.00000000  0.00000000  5.62789862  2.41142625  0.00000000
## [12901]  0.00000000  0.00000000  4.35402894  5.22535206  3.49825087  1.80322704
## [12907]  0.00000000  4.76500425  1.71369581  2.48800077  0.00000000  3.63807384
## [12913]  0.00000000  0.00000000  0.00000000  0.01435529  1.95977016  2.63691458
## [12919]  2.55826763  4.93262816  4.92076967  0.00000000  0.00000000  5.53418614
## [12925]  0.00000000  3.90496572  0.01435529  1.98550043  5.98913901  0.44360665
## [12931]  3.10936056  0.00000000  3.81557543  0.00000000  0.00000000  0.00000000
## [12937]  0.00000000  0.11103131  0.28688115  0.84799691  5.44559429  6.16470584
## [12943]  0.00000000  0.02856915  0.00000000  3.27649667  0.00000000  0.04264434
## [12949]  2.12101540  0.00000000  0.61353165  0.00000000  2.91264986  5.19377174
## [12955]  1.65535183  3.96901231  1.26303441  0.09761080  6.90773192  4.49825087
## [12961]  0.00000000 13.15668197  0.01435529  4.66675659  4.84699469 10.89298292
## [12967]  0.00000000  4.35895883  6.39609097  0.00000000  0.36737107  2.60880924
## [12973]  0.00000000  0.00000000  1.04963077  0.05658353  4.20789285  0.01435529
## [12979]  0.00000000  1.47508488  0.00000000  0.00000000  0.79908731  4.23266076
## [12985]  0.00000000  0.00000000  6.65678236  1.57046293  2.08406426  4.39643353
## [12991]  0.00000000  3.51601515  0.02856915  0.23878686  0.02856915  0.00000000
## [12997]  0.96347412  1.00719550  5.83769100  0.23878686  0.00000000  3.92314918
## [13003]  0.00000000  4.38266725  4.95419631  3.84999926  6.46874621  4.40190347
## [13009]  4.84849776  1.65535183  0.00000000  6.26284654  2.48800077  0.00000000
## [13015]  1.88362082  3.34766566  4.51285895  8.53791725  1.78240856  0.00000000
## [13021]  2.87970577  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000
## [13027]  0.00000000  0.05658353  4.05311134  2.36176836  3.88655015  6.76181714
## [13033]  2.16349873  0.00000000  3.38956681  0.00000000  2.53605290  0.00000000
## [13039]  0.00000000  0.00000000  0.04264434  0.01435529  3.37851162  0.17632277
## [13045]  0.20163386  0.00000000  6.09444722  0.00000000  2.92789645  0.04264434
## [13051]  0.00000000  4.87135084  0.01435529  5.30158765  8.44724857  3.28540222
## [13057]  0.00000000  0.00000000  3.33913738  0.00000000  6.84937382  3.06695024
## [13063]  0.00000000  0.00000000  0.00000000  0.00000000  3.66675659  6.87516571
## [13069]  4.05137210  4.46858332  1.09085343  0.01435529  0.00000000  0.18903382
## [13075]  0.01435529  7.41835863  0.17632277  0.00000000  0.00000000  5.79830978
## [13081]  0.05658353  3.10936056  0.00000000  2.18269230  3.42760617  0.00000000
## [13087]  0.73118324  0.01435529  0.00000000  0.17632277  4.18030702  0.00000000
## [13093]  0.00000000  0.87184365  0.50589093  7.26416107  3.65649637  4.54720302
## [13099]  0.00000000  1.92219785  0.00000000  0.00000000  0.00000000  4.76500425
## [13105]  2.52356196  2.87970577  0.92599942  3.31614574  0.00000000  0.00000000
## [13111]  0.00000000  1.92599942  0.00000000  7.23811808  0.65076456  0.00000000
## [13117]  2.48800077  8.16224025  4.38818954  0.00000000  0.21412481  0.54596837
## [13123]  0.00000000  0.00000000  0.05658353  0.01435529  0.12432814  0.00000000
## [13129]  7.57288967  8.03033608  1.28688115  1.42760617  4.35543920  0.87184365
## [13135]  0.00000000  1.53605290  0.00000000  6.45614903  5.77505054  1.57046293
## [13141]  2.58976349  0.00000000  0.00000000  0.00000000  0.00000000  0.62293035
## [13147]  0.00000000  6.22958792  1.94860085  2.91073266  5.21373610  0.00000000
## [13153]  0.46466827  0.00000000  1.34482850  0.00000000 10.44073423  3.28835856
## [13159]  2.06350294  0.00000000  0.11103131  0.00000000  0.00000000  6.85486838
## [13165]  1.63691458  0.00000000  2.84799691  0.18903382  2.47767733  0.67807191
## [13171] 12.88282452  0.00000000  0.02856915  1.99276843  0.04264434  0.69599381
## [13177]  3.98641094  4.83995959  1.96347412  4.06953033  0.00000000  2.65306002
## [13183]  2.92219785  1.87578006  2.53605290  5.44526321  5.22226360  0.01435529
## [13189]  0.28688115  6.11873348  2.92409989  3.71479501  1.70043972  4.18824266
## [13195]  0.04264434  3.73226920  0.00000000  3.33199178  2.63691458  0.05658353
## [13201]  0.00000000  0.04264434  5.64500988  0.77399633  0.85598970  0.00000000
## [13207]  3.45022150  0.00000000  2.82578563  0.68706069  5.65906827  5.46368784
## [13213]  0.50589093  2.75702325  2.26002566  2.60880924  0.00000000  0.83995959
## [13219]  0.29865832  0.50589093  3.20789285  0.41142625  0.00000000  0.83995959
## [13225]  9.49685378  0.00000000  4.88264305  0.00000000  2.75915583  4.70210341
## [13231]  3.72137266  4.78659636  6.31542132  0.23878686  5.49345520  1.61353165
## [13237]  5.91528187  0.02856915  1.45417589  0.01435529  0.01435529  7.75214645
## [13243]  0.00000000  3.56315813  2.40871186  0.15055968  0.59454855  2.67129337
## [13249]  4.48478262  4.13257684  0.33342373  2.50334874  0.25096157  0.00000000
## [13255]  0.01435529  0.04264434  0.16349873  0.13750352  0.12432814  4.01613970
## [13261]  2.05311134  1.79493566  7.07831095  2.08406426  1.64154603  1.72683122
## [13267]  0.32192809  0.00000000  0.00000000  0.21412481  4.24260251  3.50334874
## [13273]  0.00000000  0.73984810  0.00000000  0.00000000  0.00000000  0.07038933
## [13279]  0.00000000  0.00000000  4.07980475  0.00000000  0.00000000  4.39574833
## [13285]  7.34810846  0.00000000  0.00000000  0.00000000  7.14740847  4.26077843
## [13291]  3.20789285  0.00000000  4.02236781  9.37423530  0.00000000  7.66462505
## [13297]  0.32192809  4.77557736  1.16349873  2.31903982  6.91898246  5.19179950
## [13303]  1.54101915  3.24640809  1.47508488  0.63226822  5.26228281  1.86393845
## [13309]  5.01390885  0.13750352  1.77820858  3.15866018  2.71369581  2.03913839
## [13315]  0.29865832  0.00000000  5.64472155  0.00000000  0.48542683  0.00000000
## [13321]  2.54596837  0.00000000  6.47719160  3.91934008  0.00000000  1.37851162
## [13327]  0.01435529  2.74631277  5.51001247  0.00000000  0.00000000  4.03210084
## [13333]  0.00000000  4.75702325  9.10941280  0.00000000  0.00000000  7.20045727
## [13339]  0.00000000  1.83995959  6.42391427  0.07038933  0.41142625  2.10768787
## [13345]  0.02856915  0.96347412  0.00000000  6.30122181  1.04963077  0.00000000
## [13351]  4.13339913  2.31034012  0.00000000  0.00000000  4.89141919  5.34872815
## [13357]  0.38956681  0.01435529  9.45250895  4.72410452  3.31614574  0.42223300
## [13363]  0.17632277  0.25096157  3.88947354  5.84974912  3.59454855  0.18903382
## [13369]  2.23572706  0.05658353  1.87970577  1.82374936  3.62293035  4.18903382
## [13375]  3.65420638  0.00000000  4.10685080  9.47191903  1.58496250  3.12763328
## [13381]  1.90689060  1.98913901  0.01435529  5.69041710  0.26303441  3.29130886
## [13387]  3.57531233  0.00000000  0.00000000  0.53605290  5.00584908  0.72246602
## [13393]  2.72465027  1.84799691  3.50716035  0.09761080  0.00000000  7.70064778
## [13399]  1.25701062  0.11103131  0.00000000  0.04264434  0.00000000  2.89336221
## [13405]  3.47118746  5.82222027  2.93734439  5.11228311  1.94110631  0.00000000
## [13411]  0.00000000  0.18903382  3.44095220  2.09761080  1.11103131  0.00000000
## [13417]  2.37016428  0.00000000  4.44559429  4.77715667  0.01435529  4.80477638
## [13423]  1.63691458  1.53605290  0.00000000  0.00000000  4.11686376  7.37495252
## [13429]  3.43028527  1.26303441  5.84749588  6.19396882  0.00000000  4.84649332
## [13435]  0.00000000  3.01613970  3.27649667  2.12101540  2.32192809  0.00000000
## [13441]  0.16349873  1.57531233  0.01435529  0.00000000  0.00000000  0.00000000
## [13447]  0.00000000  1.05658353  4.51475350  2.24184018  5.16269343  2.54349588
## [13453]  0.18903382  0.00000000  3.49952702  0.00000000  5.68901954  4.80115866
## [13459] 11.97277521  5.93002764  0.00000000  0.00000000  0.00000000  1.71808758
## [13465]  0.55581616  0.00000000  0.00000000  0.00000000  3.81352469  2.30451104
## [13471]  0.72246602  0.12432814  0.09761080  0.27500705  2.23878686  0.22650853
## [13477]  0.02856915  0.94860085  7.63952160  0.08406426  0.94110631  2.93357264
## [13483]  4.32912360  0.00000000  2.52105074  0.45417589  0.27500705  0.01435529
## [13489]  0.00000000  2.97269265  2.56315813  0.00000000  3.54843662  0.00000000
## [13495]  3.38543104  0.00000000  3.68144927  0.18903382  4.11270013  6.93663794
## [13501]  0.00000000  1.36176836  2.70708299  4.36036428  1.68706069  1.97085365
## [13507]  0.00000000  6.71795054 11.20016297  1.64154603  6.06608919  0.00000000
## [13513]  6.49089098  0.37851162  4.52042225  0.13750352  2.69599381  2.01077984
## [13519]  0.70487196  0.02856915  0.27500705  0.60407132  0.00000000  2.40871186
## [13525]  3.19692173  4.24868663  0.27500705  7.14852743  0.70487196  0.00000000
## [13531]  0.00000000  8.37003347  4.69877411  0.00000000  1.12432814  6.78489654
## [13537]  0.00000000  4.04526822  7.05180711  2.13750352  0.00000000  2.43562859
## [13543]  3.51853514  0.00000000  2.84398384  0.00000000  0.04264434  0.00000000
## [13549]  0.00000000  0.53605290  0.41142625  4.37225565  0.00000000  0.00000000
## [13555]  0.00000000  0.00000000  1.61823866  0.37851162  0.00000000  4.43229134
## [13561]  0.29865832  0.04264434  4.67016051  0.00000000  2.84398384  4.32481060
## [13567]  7.06533535  0.01435529  2.23266076  1.26303441  0.00000000  1.64154603
## [13573]  1.95977016  0.02856915  0.00000000  2.29278175  1.10433666  1.50589093
## [13579]  6.89542381  3.46205232  0.00000000  7.26237678  2.63691458  0.00000000
## [13585]  0.16349873  0.00000000  7.48647305  0.08406426  0.02856915  2.44095220
## [13591]  5.57349572  0.05658353  6.15684152  5.25512301  5.85549144  6.50016468
## [13597]  0.05658353  3.52105074  4.02680006  5.01792191  4.61470984  4.04001568
## [13603]  4.73660488  0.00000000  0.01435529  0.04264434  2.43028527  0.00000000
## [13609]  0.23878686  6.04570506  3.78764141  0.41142625  3.01435529  4.25247621
## [13615]  3.35895883  0.62293035  1.11103131  0.12432814  2.66675659  6.06501215
## [13621]  0.00000000  0.05658353  8.75805661  0.09761080  5.73226920  0.91838623
## [13627]  5.41616416  0.15055968  5.55704242  4.06263983  8.25408378  0.00000000
## [13633]  0.72246602  0.00000000  1.04963077  6.67694436  0.00000000  0.09761080
## [13639]  1.99638875  3.24184018  0.18903382  5.80838505  3.93357264  2.28688115
## [13645]  6.96970309  0.00000000  0.00000000  0.00000000  2.79285535  0.09761080
## [13651]  0.00000000  0.00000000  0.00000000  1.80322704  5.15785217  3.35755200
## [13657]  1.57531233  8.13857900  2.46205232  0.73118324  3.87578006  4.79337571
## [13663]  5.26865896  6.67016051  5.83238372  0.66902677  6.24298352  1.73552218
## [13669]  2.72900887  7.59492172  5.50493813  0.00000000  6.20574439  4.24107746
## [13675]  0.00000000  2.96716861  0.00000000  1.86789646  0.16349873  2.18903382
## [13681]  3.86492897  0.00000000  2.76128527  0.20163386  2.85798100  0.00000000
## [13687]  8.20667252  1.92599942  0.00000000  8.44124277  0.00000000  2.81557543
## [13693]  0.00000000  1.04963077  6.61529858  7.51900715  4.00360224  0.00000000
## [13699]  0.02856915  6.84348143  5.51001247  5.61412087  0.00000000  5.22997239
## [13705]  0.11103131  1.94485845  0.05658353  1.66448284  1.70043972  0.02856915
## [13711]  2.62993941  0.01435529  1.79077204  3.62527049  0.01435529  3.22650853
## [13717]  2.38404981  0.00000000  3.54473266  0.77399633  0.00000000  0.00000000
## [13723]  4.91695428  2.75488750  3.56437817  1.68257330  0.04264434  0.00000000
## [13729]  0.00000000  0.18903382  1.82781902  0.74846123  3.05484848  0.08406426
## [13735]  0.04264434  4.83238372  3.61353165  3.52481593  6.65878273  5.82908844
## [13741]  3.36176836  4.49888909  5.18308946  1.78659636  0.02856915  3.53729607
## [13747]  2.22032995  7.32633960  6.76168419  0.00000000  0.91838623  0.63226822
## [13753]  0.47508488  0.01435529  1.51096192  0.00000000  0.00000000  0.00000000
## [13759]  0.00000000  2.32768736  5.22997239  0.00000000  0.05658353  1.79908731
## [13765]  0.00000000  0.00000000  0.28688115  0.04264434  1.67355642  0.00000000
## [13771]  3.98732087  0.00000000  0.00000000  6.63662462  0.00000000  2.42760617
## [13777]  2.55336050  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000
## [13783] 10.02959092  0.00000000  0.00000000  2.57288967  0.25096157  0.46466827
## [13789]  6.17911290  4.58676474  2.51096192  4.80838505  3.72574116  0.13750352
## [13795]  1.66902677  0.89530262  0.29865832  4.89772447  3.55336050  3.46466827
## [13801]  0.35614381  0.00000000  1.18269230  3.93545975  4.39163026  2.95046841
## [13807]  0.37851162  2.88166462  4.12845838  6.29094040  0.09761080  0.00000000
## [13813]  2.73335434  2.26002566  0.17632277  1.23266076  0.00000000  0.00000000
## [13819]  0.57531233  0.00000000  0.00000000  0.00000000  0.00000000  3.09254574
## [13825]  0.00000000  0.00000000  5.36562256  4.66562016  2.47767733  0.00000000
## [13831]  0.01435529  3.23878686  0.00000000  1.49569516  0.00000000  0.68706069
## [13837]  0.00000000  0.00000000  0.07038933  0.73984810  3.67468662  1.09085343
## [13843]  0.23878686  7.95413814  0.42223300  0.00000000  0.53605290  1.79493566
## [13849]  0.34482850  0.00000000  0.00000000  0.08406426  0.00000000  3.57288967
## [13855]  0.00000000  0.00000000  0.31034012  0.00000000  1.18269230  3.53356335
## [13861]  1.37295210  0.73984810  3.56559718  5.32732808  0.00000000  0.38956681
## [13867]  0.00000000  7.37216857  0.00000000  4.56437817  0.00000000  0.71369581
## [13873]  0.00000000  4.25550073  0.00000000  0.35614381  2.21723072  4.33342373
## [13879]  0.51601515  0.79077204  0.00000000  0.00000000  0.33342373  0.00000000
## [13885]  0.00000000  1.00719550  5.15906401  3.73876784  0.21412481  0.00000000
## [13891]  5.14934067  5.02547181  6.40548188  0.00000000  5.41006969  0.00000000
## [13897]  1.66902677  0.89530262  0.13750352  4.54039931  1.47508488  4.78031010
## [13903]  1.84398384  0.00000000  2.49057013  3.33771109  4.30012372  0.55581616
## [13909]  4.17552460  4.21955577  2.23266076  0.04264434  0.04264434  5.10936056
## [13915]  5.63081315  0.66902677  3.57288967  0.97819563  0.00000000  0.00000000
## [13921]  3.00898878  0.00000000  7.55136220  1.67355642  0.00000000  1.94860085
## [13927]  0.02856915  0.00000000  4.18745105  0.01435529  4.86096280  3.94673086
## [13933]  0.00000000  0.04264434  0.00000000  4.84899843  0.01435529  4.78398041
## [13939]  0.00000000  0.11103131  0.00000000  0.02856915  0.04264434  4.06177620
## [13945]  2.52105074  3.92124589  0.00000000  1.92599942  3.57410151  0.00000000
## [13951]  0.07038933  5.35755200  0.31034012  1.65992456  4.80580835  0.01435529
## [13957]  0.00000000  0.00000000  3.46597446  4.95884268  2.15055968  0.00000000
## [13963]  0.15055968  0.00000000  0.00000000  0.00000000  2.20789285  0.00000000
## [13969]  2.73118324  0.00000000  5.01435529  0.00000000  5.69543711  0.11103131
## [13975]  3.35614381  0.00000000  0.58496250  0.00000000  0.00000000  0.00000000
## [13981]  0.00000000  0.00000000  5.42995066  3.10097765  0.00000000  7.55289960
## [13987]  0.00000000  3.71479501  0.65076456  0.00000000  5.41278153  2.85199884
## [13993]  0.63226822 12.27501869  2.88362082  4.36036428  3.85099939  0.16349873
## [13999]  0.00000000  5.10139795  4.23112516  1.92219785  4.15461561  0.09761080
## [14005]  0.00000000  5.42894634  7.41624863  0.20163386  3.52105074  0.00000000
## [14011]  3.27052894  0.00000000  0.00000000  0.57531233  0.00000000  0.79077204
## [14017]  7.37443094  8.57667329  0.04264434  0.00000000  0.00000000  1.36737107
## [14023]  4.26978124  7.06684264  3.13093087  5.90713102  0.04264434  2.54101915
## [14029]  0.00000000  0.00000000  6.79441587  2.16349873  2.14730670  5.15946773
## [14035]  1.02856915  0.01435529  6.03606369  6.27500705  1.18903382  7.07531869
## [14041]  4.09339115  0.01435529  0.00000000  0.77399633  2.45417589  0.02856915
## [14047]  5.07339182 13.26532349  6.07916474  5.84373266  4.09000653  0.11103131
## [14053]  0.04264434  0.05658353  0.00000000  0.13750352  0.07038933  0.00000000
## [14059]  1.55090066  4.20006486  0.00000000  0.00000000  7.76619760  2.89917563
## [14065]  2.80735492  0.09761080  6.77412814  2.71808758  0.16349873  4.90977310
## [14071]  0.04264434  1.02147973  3.71039319  3.25851892  4.94110631  0.59454855
## [14077]  7.94116501  5.25209770  0.79908731  0.00000000  0.00000000  0.00000000
## [14083]  0.00000000  1.63226822  0.57531233  0.00000000  3.51349075  0.26303441
## [14089]  0.05658353  4.76977174  5.36527260  0.04264434  0.00000000  0.41142625
## [14095]  1.04264434  0.13750352  4.31397137  0.00000000  0.00000000  5.30560579
## [14101]  0.00000000  0.00000000  2.69821848  0.11103131  1.29278175  4.63517395
## [14107]  1.95233357  0.02856915  0.00000000  0.00000000  0.12432814  0.00000000
## [14113]  5.11353382  0.73984810  1.53605290  0.00000000  0.00000000  3.23572706
## [14119]  2.45943162  0.00000000  0.28688115  1.58014548  4.51222689  0.04264434
## [14125]  6.66305992  0.86393845  0.16349873  3.86591881  0.00000000  4.04875931
## [14131]  0.86393845  0.00000000  2.36457243  3.88752527  0.18903382  0.00000000
## [14137]  1.56071495  0.00000000  0.07038933  4.31324585  0.00000000  0.00000000
## [14143]  0.08406426  0.00000000  4.74200621  0.79077204  3.32048468  0.00000000
## [14149]  0.00000000  1.51096192  1.02147973  2.64616266  0.01435529  4.09339115
## [14155]  2.42492209  0.20163386  1.26303441  5.29425314  5.65219965  0.00000000
## [14161]  0.31034012  0.01435529  0.00000000  8.92181119  0.00000000  0.81557543
## [14167]  4.26378561  1.51096192  0.00000000  4.12845838  0.23878686  0.00000000
## [14173]  0.18903382  0.33342373  5.56040927  0.00000000  0.27500705  1.49057013
## [14179]  3.45154083  6.22689381  0.02856915  0.46466827  0.00000000  0.26303441
## [14185]  0.04264434  6.03188037  2.02502879  5.56040927  0.83995959  0.00000000
## [14191]  5.06824086  3.34198575  5.33378150  0.00000000  2.38681095  1.99276843
## [14197]  5.43995552  2.83995959  7.77280941  0.00000000  3.33055840  3.41413553
## [14203]  2.50080205  7.39942747  8.28646535  5.03738222  2.14404637  0.01435529
## [14209]  6.72137266  0.00000000  0.01435529  7.27090265  3.00360224  0.41142625
## [14215]  4.87872534  5.33378150  0.54596837  0.00000000  5.39882918  0.00000000
## [14221]  0.82374936  0.00000000  0.00000000  0.01435529  0.11103131  6.75875621
## [14227]  0.00000000  7.33351318  1.79493566  0.00000000  1.71369581  0.63226822
## [14233]  6.47929524  3.18110255  0.07038933  4.90110824  0.00000000  0.07038933
## [14239]  0.63226822  4.17472599  3.78345665  3.41142625  0.00000000  0.00000000
## [14245]  0.00000000  0.78240856  5.96993327  0.00000000  8.32084567  6.19318035
## [14251]  1.85996955  3.31324585  0.04264434  0.16349873  6.57122173  0.00000000
## [14257]  7.80283944  0.08406426  0.55581616  3.58375975  4.95466162  0.73984810
## [14263]  0.00000000  4.10433666  0.32192809  0.16349873  4.19140473  2.40871186
## [14269]  2.29865832  1.98913901  0.00000000  3.71808758  2.55581616  0.76553475
## [14275]  0.35614381  0.00000000  4.50969584  0.00000000  4.97773785  3.19534760
## [14281]  1.37295210  2.22650853  3.13422094  0.00000000  1.40599236  0.87970577
## [14287]  0.00000000  4.80064110  1.44360665  1.86789646  0.00000000  0.00000000
## [14293]  2.82171022  0.22650853  0.00000000  0.02856915  2.39231742  0.00000000
## [14299]  2.53106949  0.01435529  2.11436702  0.00000000  0.00000000  1.45417589
## [14305]  0.92599942  5.90905302  0.00000000  0.00000000  0.15055968  0.96347412
## [14311]  0.00000000  0.00000000  2.16027483  5.18229503  0.00000000  0.35614381
## [14317]  0.02856915  0.12432814  0.00000000  0.02856915  0.00000000  0.00000000
## [14323]  4.79285535  0.00000000  3.43295941  1.82781902  3.56193706  0.35614381
## [14329]  0.11103131  0.00000000  2.10768787  0.02856915  0.05658353  1.85996955
## [14335]  4.66163560  0.00000000  0.00000000  2.57046293  4.58556350  0.00000000
## [14341]  0.00000000  4.93310047  0.00000000  0.05658353  2.25701062  0.29865832
## [14347]  5.67157645  0.00000000  2.59931779  3.26753580  6.74537181  0.04264434
## [14353]  7.11997861  2.26002566  0.48542683  1.23878686  3.45285896  2.69821848
## [14359]  2.44360665  0.00000000  3.07210580  0.00000000  0.48542683  0.00000000
## [14365]  0.13750352  0.32192809  3.14567746  0.00000000  0.90303827  0.00000000
## [14371]  0.52606881  4.64616266  4.64904057  0.11103131  0.00000000  0.01435529
## [14377]  0.23878686  1.06350294  3.53729607  4.55887985  0.00000000  6.00247750
## [14383]  0.58496250  1.91456452  0.00000000  0.00000000  5.30231905  1.51096192
## [14389]  0.05658353  0.00000000  2.20476675  1.23878686  0.00000000  0.00000000
## [14395]  4.91599885  0.34482850  0.02856915  0.00000000  4.21723072  0.00000000
## [14401]  0.02856915  0.20163386  2.00360224  0.00000000  0.05658353  1.44360665
## [14407]  1.35614381  4.33556901  2.59931779  0.00000000  0.00000000  5.34127418
## [14413]  2.21101219  0.00000000  2.44095220  0.01435529  0.00000000  0.00000000
## [14419]  0.01435529  2.95977016  0.00000000  1.37851162  0.00000000  0.00000000
## [14425]  1.59931779  0.00000000  1.28095631  0.00000000  1.86393845  0.02856915
## [14431]  0.00000000  0.00000000  0.00000000  1.23266076  0.07038933  1.82781902
## [14437]  0.00000000  0.25096157  2.17951105  5.25285463  0.00000000  5.57621978
## [14443]  0.00000000  0.00000000  1.88752527  2.09761080  0.04264434  0.00000000
## [14449]  0.15055968  0.00000000  0.22650853  4.07038933  1.53605290  2.80735492
## [14455]  0.00000000  3.78972925  2.64616266  0.00000000  0.00000000  0.29865832
## [14461]  0.37851162  1.90689060  0.45417589  8.79025074  5.72137266  5.98344969
## [14467]  0.00000000  2.45680615  1.39506280  0.00000000  0.00000000  0.01435529
## [14473]  0.00000000 10.28432673  0.97085365  1.05658353  3.43295941  5.07553263
## [14479]  3.54225805  2.23878686  0.40053793  4.09169983  0.00000000  3.75274859
## [14485]  0.00000000  0.00000000  0.73984810  2.72027847  5.39231742  5.89917563
## [14491]  0.00000000  3.14077866  0.00000000  6.38784501  0.08406426  0.90303827
## [14497]  0.00000000  0.61353165  0.00000000  0.00000000  0.00000000  0.46466827
## [14503]  8.73748397  0.00000000  4.64789009  3.43429462  6.94004926  3.43429462
## [14509]  2.38956681  0.00000000  6.31233844  0.12432814  0.44360665  7.37894506
## [14515]  0.00000000  0.00000000  1.43295941  3.45680615  0.00000000  0.54596837
## [14521]  2.53853816  0.00000000 10.98046807  4.15542543  1.72246602  0.00000000
## [14527]  0.00000000  2.25096157  2.91264986  4.86937792  0.00000000  0.16349873
## [14533]  3.03562391  0.00000000  1.38956681  2.86393845  0.00000000  2.59693514
## [14539]  0.13750352  0.04264434  0.02856915  1.66448284  0.00000000  0.00000000
## [14545]  0.00000000  0.09761080  1.82374936  0.61353165  5.16027483  0.00000000
## [14551]  0.37851162  1.16992500  0.00000000  0.08406426  3.70708299  1.55090066
## [14557]  1.13750352  0.00000000  2.07724300  2.85199884  0.48542683  0.00000000
## [14563]  2.53605290  0.00000000  1.51096192  0.00000000  2.63691458  0.00000000
## [14569]  2.59693514  0.00000000  0.91073266  0.05658353  2.97819563  0.44360665
## [14575]  7.30158765  0.00000000  0.00000000  0.38956681  0.00000000  0.00000000
## [14581]  0.11103131  2.28688115  6.62380835  0.35614381  0.00000000  3.20633065
## [14587]  0.00000000  0.77399633  0.00000000  0.00000000  4.45943162  0.00000000
## [14593]  0.65076456  0.00000000  0.08406426  2.84197312  0.00000000  0.47508488
## [14599]  0.00000000  0.00000000  2.31903982  0.00000000  0.00000000  0.00000000
## [14605]  0.00000000  3.42492209  6.33288692  0.00000000  0.00000000  0.07038933
## [14611]  5.95186750  0.97819563  1.85199884  4.39574833  0.00000000  4.32984118
## [14617]  0.86393845  0.00000000  1.71808758  3.24640809  1.88362082  2.45154083
## [14623]  0.00000000  3.89917563  3.97269265  8.05880352  0.00000000  6.00270252
## [14629]  0.00000000  4.12101540  0.00000000  0.00000000  0.00000000  0.00000000
## [14635]  0.00000000  1.00719550  6.37242979  8.97888203  3.16188768  0.00000000
## [14641]  1.97085365  0.00000000  0.09761080  0.00000000  0.00000000  4.88801259
## [14647]  0.00000000  0.00000000  0.00000000  5.99954909  4.90159099  3.92884404
## [14653]  0.00000000  0.00000000  4.37016428  0.00000000  9.18626284  2.19849415
## [14659]  0.00000000  2.35049725  1.22650853  7.07895134  2.76977174  6.80774131
## [14665]  0.00000000  2.69153416  0.01435529  0.00000000  0.00000000  6.15724587
## [14671]  2.33055840  0.02856915  0.33342373  8.23926437  0.05658353  2.93734439
## [14677]  0.00000000  0.00000000  7.48976770  2.67581593  7.45384677  4.13257684
## [14683]  0.02856915  6.40429006  0.00000000  4.03913839  0.00000000  5.48446041
## [14689]  2.36457243  0.28688115  0.00000000  0.00000000  0.21412481  0.00000000
## [14695]  0.00000000  0.12432814  0.00000000  1.57531233  5.92243574  5.79623434
## [14701]  0.20163386  0.00000000  0.74846123  3.52857132  0.66902677  4.27872821
## [14707]  0.12432814  0.60407132  0.04264434  0.00000000  0.00000000  0.00000000
## [14713]  0.00000000  0.00000000  0.00000000  2.39506280  5.17392693  3.04614178
## [14719]  3.37434399  1.08406426  0.02856915  0.15055968  3.36457243  0.94860085
## [14725]  5.23764020  0.00000000  0.00000000  0.22650853  0.01435529  2.58496250
## [14731]  5.41616416  7.08182959  0.53605290  0.02856915  3.25550073  1.25096157
## [14737]  0.00000000  0.13750352  6.50271249  6.04723300  0.01435529  0.00000000
## [14743]  5.33592624  3.33199178  4.77610399  0.00000000  6.28262513  4.97636364
## [14749]  3.96162333  0.00000000  1.53106949  0.66902677  0.04264434  2.43028527
## [14755]  2.02502879  0.00000000  0.00000000  0.90303827  0.00000000  2.70487196
## [14761]  0.00000000  0.00000000  2.66220550  5.76977174  0.00000000  0.00000000
## [14767]  0.00000000  0.00000000  0.00000000  0.00000000  4.49377541  0.00000000
## [14773]  0.05658353  2.57773093  0.43295941  0.00000000  0.81557543  2.86987141
## [14779]  3.73443867 10.40772451  0.04264434  2.17312743  0.68706069  2.04963077
## [14785]  0.00000000  0.04264434  6.20945337  0.31034012 11.92293370  0.04264434
## [14791]  0.00000000  0.07038933  0.00000000  4.26077843  0.16349873  1.53605290
## [14797]  4.79493566  0.00000000  3.69265037  2.05658353  0.00000000  0.00000000
## [14803]  0.43295941  0.00000000  3.63343121  5.81044310  0.94110631  3.77399633
## [14809]  4.85149920  0.26303441  0.42223300  0.00000000  0.00000000 11.59680473
## [14815]  0.00000000  0.05658353  3.44625623  1.13750352  0.00000000  5.07210580
## [14821]  2.64616266  0.00000000  5.71671659  0.16349873  7.07232022  0.00000000
## [14827]  5.34518345  2.48026512  0.86393845  0.07038933  4.68650053  0.00000000
## [14833]  4.95326524  0.01435529  1.66902677  2.10097765  2.07724300  7.63321322
## [14839]  7.57152513  7.15218342  0.46466827  3.57531233  0.04264434  0.00000000
## [14845]  0.08406426  0.25096157  0.00000000  0.62293035  0.99276843  6.70846317
## [14851]  0.16349873  2.18586655  0.58496250  0.32192809  4.35049725  5.40633258
## [14857]  5.07937811  0.00000000  0.46466827  1.29865832  0.00000000  0.00000000
## [14863]  0.68706069  0.77399633  0.00000000  3.75488750  0.00000000  0.25096157
## [14869]  2.68032436  0.16349873  0.00000000  0.00000000  2.37851162  0.09761080
## [14875]  3.84899843  0.00000000  2.99457972  0.00000000  6.19947605  0.02856915
## [14881]  0.47508488  6.92979100  1.59931779  0.00000000  0.05658353  0.32192809
## [14887]  1.06350294  6.84799691  6.07103324  1.91838623  0.00000000  0.00000000
## [14893]  8.28711209  0.02856915  7.11186596  0.00000000  0.00000000  0.15055968
## [14899]  0.22650853  2.19534760  0.00000000  0.00000000  0.85598970  0.00000000
## [14905]  2.79908731  0.09761080  3.73552218  2.80115866  0.02856915  0.00000000
## [14911]  1.09761080  0.00000000  3.97544677  0.00000000  0.41142625  0.13750352
## [14917]  0.76553475  3.66562016  1.70487196  0.08406426  3.72683122  6.86207939
## [14923]  0.00000000  0.00000000  0.00000000  0.02856915  0.00000000  0.00000000
## [14929]  0.11103131  5.69932953  1.62760684  0.00000000  1.02147973  2.08065766
## [14935]  1.52606881  2.14404637  0.29865832  0.12432814  4.55520263  6.48333211
## [14941]  7.70300377  1.22650853  0.45417589  0.00000000  0.76553475  0.00000000
## [14947]  0.00000000  0.66902677  2.25096157  0.00000000  4.47897181  0.45417589
## [14953]  3.72137266  0.00000000  3.43162296  0.23878686  5.09634620  0.00000000
## [14959]  0.36737107  7.12639474  1.21412481  5.21723072  0.05658353  4.69988473
## [14965]  0.00000000  0.00000000  0.00000000  0.05658353  0.00000000  0.00000000
## [14971]  0.00000000  2.62058641  7.64183500  0.00000000  2.23878686  0.00000000
## [14977]  2.77610399  0.04264434  2.14404637  0.04264434  0.36737107  0.29865832
## [14983]  7.53853816  1.69153416  0.00000000  0.00000000  0.00000000  5.86987141
## [14989]  0.00000000  0.00000000  0.00000000  1.69599381  1.03562391  3.66448284
## [14995]  5.85249830  0.00000000  0.00000000  5.17951105  3.40190347  3.67355642
## [15001]  3.48155728  0.00000000  5.91169158  0.00000000  0.26303441  3.10433666
## [15007]  4.26002566  3.11436702  2.97269265  1.54101915  0.02856915  1.09761080
## [15013]  5.24564777  0.01435529  0.00000000  0.15055968  0.32192809  0.00000000
## [15019]  0.28688115  0.02856915  0.04264434  0.00000000  2.21101219  0.00000000
## [15025]  2.95977016  1.20163386  5.02591470  0.00000000  0.16349873  0.00000000
## [15031]  2.33628339  0.98550043  0.00000000  1.64154603  2.33055840  0.00000000
## [15037]  2.93545975  3.66106548  0.31034012  0.00000000  0.01435529  2.93545975
## [15043]  0.00000000  0.05658353  0.00000000  2.65306002  4.28909670  0.63226822
## [15049]  4.58195375  1.86393845  0.12432814  6.93793284  0.60407132  0.00000000
## [15055]  6.33985000 11.38626669  3.49952702  4.08236197  0.00000000  0.00000000
## [15061]  0.00000000  6.01858967  3.44095220  0.18903382  0.04264434  7.83995959
## [15067]  2.64616266  0.00000000  8.45643656  0.04264434  5.02635745  0.00000000
## [15073]  0.00000000  0.00000000  4.81249823  0.00000000  0.00000000  3.95791460
## [15079]  5.98276546  1.53605290  5.13093087  0.00000000  3.35755200  5.27612441
## [15085]  0.08406426  0.57531233  5.93922658  3.93451650  5.49793165  2.37573454
## [15091]  3.82273015  0.00000000  7.61434176  6.41987593  0.00000000  0.81557543
## [15097]  3.10097765  4.75702325  2.15055968  0.00000000  1.03562391  0.17632277
## [15103]  0.00000000  1.47508488  0.00000000  4.35332329  6.00472609  0.12432814
## [15109]  0.00000000  0.00000000  0.09761080  0.02856915  2.50589093  0.15055968
## [15115]  0.00000000  1.66448284  0.00000000  0.00000000  0.09761080  0.00000000
## [15121]  0.28688115  0.00000000  0.00000000  0.21412481  0.09761080  6.07767027
## [15127]  3.92789645  0.04264434  0.00000000  1.20163386  1.72246602  1.77399633
## [15133]  0.00000000  0.00000000  0.00000000  2.41142625  0.00000000  4.49377541
## [15139]  6.11644794  0.01435529  5.45154083  4.46401472  0.17632277  0.04264434
## [15145]  0.05658353  2.06004738  4.42961596  0.00000000  0.00000000  1.20789285
## [15151]  0.51601515  3.23572706  0.05658353  2.43829285  2.00360224  5.18269230
## [15157]  0.00000000  6.05441439  5.56224242  3.35755200  0.09761080  0.07038933
## [15163]  0.00000000  0.65992456  1.09085343  0.00000000  0.00000000  0.00000000
## [15169]  2.23266076  4.88947354  2.98367769  0.00000000  0.18903382  0.00000000
## [15175]  2.01077984  0.09761080  0.00000000  0.53605290  0.98550043  3.18110255
## [15181]  1.81147103  7.44410382  0.00000000  0.00000000  0.04264434  2.69376571
## [15187]  0.00000000  5.22303634  1.62760684  1.98185265  0.72246602  0.02856915
## [15193]  0.04264434  0.41142625  2.34766566  0.98550043  0.00000000  3.88557436
## [15199]  0.00000000  0.07038933  0.65992456  0.00000000  3.19849415  7.93522399
## [15205]  3.49057013  0.11103131  5.25474520  0.63226822  3.39643353  0.00000000
## [15211]  0.00000000  3.04963077  6.30706416  0.00000000  7.29176930  0.00000000
## [15217]  3.52230689  0.13750352  3.66675659  1.04264434  0.53605290  4.89965903
## [15223]  4.86740231  0.00000000  6.00584908  0.33342373  6.50430258  3.43562859
## [15229]  0.00000000  0.07038933  3.94392133  4.02856915  0.00000000  5.65535183
## [15235]  2.05658353  0.00000000  2.26303441  2.99638875  0.00000000  0.67807191
## [15241]  0.00000000  0.00000000  5.14036967  2.64385619  7.46899052  0.01435529
## [15247]  0.52606881  0.72246602  1.42223300  8.28433830  3.61470984  0.11103131
## [15253]  0.00000000  3.87676249  0.00000000  2.24792751  5.09845325  1.24488706
## [15259]  0.04264434  0.35614381  1.25096157  2.29865832  3.64616266  0.00000000
## [15265]  2.36737107  0.00000000  6.89905476  0.00000000  3.87085786  0.00000000
## [15271]  0.00000000  0.05658353  0.00000000  0.00000000  3.94392133  0.00000000
## [15277]  6.71452029  4.52230689  0.00000000  2.32192809  3.43028527  4.90110824
## [15283]  0.05658353  1.61823866  3.96254902  5.54442356  1.81147103  1.87970577
## [15289]  3.11935618  0.59454855  1.42760617  0.00000000  0.00000000  0.00000000
## [15295]  1.84799691  3.56315813  0.04264434  0.00000000  4.87233629  2.49057013
## [15301]  0.08406426  7.46393301  2.04963077  1.39506280  1.40053793  6.20320116
## [15307]  0.00000000  5.26528686  4.85249830  0.59454855  3.22342255  0.96347412
## [15313]  1.28688115  2.55826763  0.18903382  4.71204545  0.00000000  1.51096192
## [15319]  7.40173285  0.05658353  0.02856915  0.00000000  0.42223300  0.00000000
## [15325]  0.12432814  0.01435529  5.49024921  0.65076456  3.40599236  1.57531233
## [15331]  0.00000000  5.18388346  2.59215800  0.25096157  2.84398384  2.90689060
## [15337]  2.74846123  0.00000000  4.39985467  0.00000000  6.47248777  0.79908731
## [15343]  0.00000000  3.55949181  0.00000000  2.59693514  2.28392177  4.06263983
## [15349]  1.56071495  4.17871464  1.67355642  1.03562391  3.03386345  3.55458885
## [15355]  0.00000000  1.18903382  0.61353165  5.24602798  0.00000000  0.33342373
## [15361]  3.62527049  0.79077204  0.81557543  3.69710657  4.18824266  3.75381844
## [15367]  1.02856915  4.64096791  0.02856915  1.38956681  0.48542683  0.18903382
## [15373]  0.65992456  0.01435529  3.20945337  0.01435529  0.00000000  0.94860085
## [15379]  0.00000000  2.61823866  0.66902677  3.41683974  0.00000000  6.73050410
## [15385]  0.00000000  1.40053793  0.16349873  3.11769504  1.94485845  8.96084181
## [15391]  7.95686980  0.01435529  1.25701062  0.73118324  0.00000000  4.97361128
## [15397]  7.04526822  0.07038933  2.68032436  0.00000000  1.20163386  0.00000000
## [15403]  0.04264434  0.28688115  1.52105074  0.21412481  2.17632277  2.43028527
## [15409]  0.09761080  0.17632277  1.87184365  2.55090066  5.55796143  2.97452931
## [15415]  3.14241344  2.47767733  0.00000000  0.00000000  0.02856915  0.00000000
## [15421]  0.46466827  3.33055840  0.00000000  0.65076456  3.02325535  1.25701062
## [15427]  0.00000000  7.38999694  0.02856915  4.62410089  3.67355642  6.21781233
## [15433]  5.67638026  0.00000000  6.15299461  0.56559718  0.00000000  0.00000000
## [15439]  7.64630669  1.85199884  3.41278153  4.92837032  0.17632277  0.00000000
## [15445]  0.00000000  2.93168306  0.00000000  0.00000000  2.34766566  1.82374936
## [15451]  6.72628629  0.09761080  0.00000000  6.78816366  0.00000000  0.00000000
## [15457]  0.89530262  2.34198575  1.59454855  0.00000000  2.99457972  1.71369581
## [15463]  0.05658353  0.00000000  5.25851892  0.07038933  0.00000000  0.00000000
## [15469]  3.02856915  2.12101540  1.86789646  0.04264434  0.01435529  0.00000000
## [15475]  0.00000000  2.87381320  0.00000000  0.00000000  3.24640809  0.08406426
## [15481]  0.13750352  0.00000000  0.00000000  0.00000000  3.65191274  0.67807191
## [15487]  3.07724300  3.32624970  0.00000000  8.20197685  2.37851162  1.84799691
## [15493]  0.40053793  0.00000000  0.05658353  0.00000000  0.15055968  5.11644794
## [15499]  2.48026512  0.00000000  0.00000000  0.61353165  1.81966818  3.15542543
## [15505]  0.00000000  0.00000000  0.13750352  0.00000000  4.05137210  0.29865832
## [15511]  2.23878686  2.15380534  0.00000000  0.00000000  0.00000000  0.00000000
## [15517]  0.00000000  2.14077866  3.69376571  0.00000000  3.97819563  0.00000000
## [15523]  0.00000000  0.02856915  5.30012372  0.00000000  4.52919627  4.15218342
## [15529]  6.24944534  3.21101219  3.33342373  0.01435529  0.00000000  0.00000000
## [15535]  5.19258872  0.75702325  1.33913738  0.17632277  3.58014548  0.00000000
## [15541]  0.13750352  3.84799691  0.00000000  2.08746284  0.07038933  0.00000000
## [15547]  1.66902677  0.00000000  2.07724300  0.46466827  0.75702325  5.07081864
## [15553]  0.00000000  6.57152513  1.22032995  0.00000000  0.00000000  2.60407132
## [15559]  3.38818954  0.04264434  0.00000000  0.00000000  0.00000000  0.02856915
## [15565]  2.81557543  2.44360665  0.00000000  2.31034012  0.00000000  1.90689060
## [15571]  0.00000000  0.00000000  5.35966172  0.00000000  0.00000000  1.61823866
## [15577]  3.59931779  0.11103131  0.00000000  3.86096280  0.00000000  0.00000000
## [15583]  0.00000000  1.38404981  2.01077984  1.58976349  0.02856915  0.00000000
## [15589]  0.00000000  0.00000000 12.89999504  3.28243981  3.66334462  0.00000000
## [15595]  1.74846123  0.00000000  0.00000000  2.30158765  0.00000000  0.65076456
## [15601]  0.36737107  4.97177345  0.00000000  0.01435529  0.00000000  0.22650853
## [15607]  3.73009647  0.11103131  2.74631277  0.00000000  0.13750352  2.47248777
## [15613]  1.51601515  0.00000000  3.33199178  5.40122086  0.00000000  0.00000000
## [15619]  3.20789285  4.98413359  3.54966917  0.36737107  4.07124782  1.73552218
## [15625]  0.36737107  0.47508488  0.69599381  3.49697358  4.52669485  4.34411833
## [15631]  3.69710657  0.00000000  0.00000000  3.11103131  1.67807191  0.15055968
## [15637]  3.48800077  0.00000000  0.01435529  0.63226822  0.00000000  3.09929520
## [15643]  0.01435529  3.57652214  0.00000000  2.09423607  0.00000000  0.00000000
## [15649]  1.50080205  0.00000000  0.09761080  1.10433666  0.64154603  2.79285535
## [15655]  0.08406426  0.00000000  1.80735492  3.06522762  3.13093087  0.00000000
## [15661]  0.00000000  0.11103131  2.68032436  0.00000000  2.25398927  2.85598970
## [15667]  0.00000000  0.62293035  3.22342255  0.00000000  2.16671544  4.87578006
## [15673]  6.45401134  0.17632277  0.94110631  2.12432814  0.00000000  0.00000000
## [15679]  3.22958792  2.58014548  0.00000000  0.00000000  0.00000000  0.00000000
## [15685]  0.80735492  1.06350294  0.00000000  0.00000000  0.00000000  0.00000000
## [15691]  0.65076456  1.00000000  0.00000000  0.00000000  0.07038933  1.68257330
## [15697]  0.00000000  0.00000000  0.00000000  1.16349873  2.94860085  0.00000000
## [15703]  5.86369071  0.00000000  0.00000000  0.00000000  0.16349873  5.02369892
## [15709]  7.24184018  0.00000000  0.91838623  0.00000000  3.71259578  0.00000000
## [15715]  2.53605290  0.11103131  2.26303441  0.44360665  0.22650853  8.24968236
## [15721]  0.00000000  6.32589006  0.47508488  0.15055968  3.45285896  0.00000000
## [15727]  0.00000000  0.12432814  5.61117238  5.75595577  0.07038933  3.98458935
## [15733]  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000  0.16349873
## [15739]  0.53605290  2.65764001  0.00000000  6.43895815  0.79077204  0.00000000
## [15745]  2.09085343  0.00000000  1.78659636  1.94485845  0.00000000  2.04963077
## [15751]  3.05484848  0.00000000  0.11103131  2.08746284  0.00000000  0.00000000
## [15757]  0.79077204  0.00000000  5.13791332  0.17632277  0.04264434  0.00000000
## [15763]  0.00000000  4.44493205  2.40053793  0.00000000  0.00000000  0.48542683
## [15769]  0.65076456  0.33342373  0.00000000  0.07038933  0.00000000 10.92068037
## [15775]  0.00000000  5.38715572  0.00000000  5.46695334  0.00000000  1.76977174
## [15781]  0.00000000  0.00000000  2.26603689  0.00000000  0.00000000  0.11103131
## [15787]  4.88898672  0.83187724  0.01435529  0.46466827  0.00000000  0.09761080
## [15793]  2.43295941  0.77399633  0.00000000  0.65076456  0.68706069  3.08406426
## [15799]  7.83181392  2.67129337  0.00000000  0.09761080  1.71808758  1.83187724
## [15805]  4.72027847  0.20163386  1.63691458  0.87970577  0.07038933  0.00000000
## [15811]  0.94110631  1.89141919  1.93357264  0.00000000  4.75435307  0.00000000
## [15817]  0.87970577  0.00000000  5.05006630  0.00000000  0.00000000  0.22650853
## [15823]  0.33342373  0.45417589  5.91671548  3.98913901  4.63691458  4.05831650
## [15829]  0.00000000  0.16349873  0.00000000  2.14730670  0.00000000  0.00000000
## [15835]  0.00000000  1.07038933  6.26566192  0.00000000  0.00000000  2.62293035
## [15841]  0.64154603  4.06867081  1.12432814  1.20789285  0.00000000  0.12432814
## [15847]  2.16671544  0.13750352  0.00000000  0.15055968  0.00000000  5.09550252
## [15853]  4.90689060  7.36465997  0.00000000  0.00000000  0.00000000  1.93357264
## [15859]  0.00000000  2.48284828  0.35614381  0.00000000  0.08406426  0.01435529
## [15865]  0.00000000  0.05658353  0.00000000  0.00000000  0.04264434  0.41142625
## [15871]  0.02856915  0.00000000  2.16671544  4.52481593  0.00000000  0.01435529
## [15877]  0.00000000  2.94298360  0.00000000  0.00000000  0.00000000  2.28688115
## [15883]  1.55090066  0.00000000  1.82374936  0.94860085  6.05831650  0.00000000
## [15889]  4.90062533  3.83086376  1.58976349  0.00000000  0.75702325  0.00000000
## [15895]  0.00000000  0.01435529  2.27202319  0.02856915  0.45417589  0.00000000
## [15901]  0.87184365  0.54596837  0.00000000  0.00000000  0.01435529  0.01435529
## [15907]  0.07038933  2.61588707  0.01435529  3.82680268  0.00000000  0.49569516
## [15913]  4.35191096  0.00000000  0.00000000  0.00000000  3.97452931  0.13750352
## [15919]  0.01435529  0.21412481  0.00000000  0.05658353  0.13750352  0.50589093
## [15925]  7.83661848  5.50811168  0.57531233  2.35049725  2.26603689  0.00000000
## [15931]  0.02856915  8.74348804  9.10640590  0.64154603  0.00000000  3.52481593
## [15937]  0.00000000  2.94860085  0.18903382  0.00000000  1.48542683  5.24145887
## [15943]  0.11103131  1.86789646  0.00000000  0.16349873  2.24184018  4.07809742
## [15949]  1.65535183  0.51601515  3.42894634  1.23266076  0.00000000  0.00000000
## [15955]  0.00000000  4.59275601  5.15015346  2.90110824  1.73118324  2.92219785
## [15961]  0.00000000  0.69599381  0.00000000  1.07038933  0.00000000  0.05658353
## [15967]  0.00000000  0.00000000  0.53605290  0.21412481  0.00000000  3.32624970
## [15973]  0.00000000  3.06522762  0.01435529  0.09761080  2.46466827  6.48767928
## [15979]  0.21412481  0.01435529  2.35614381  0.67807191  0.00000000  0.11103131
## [15985]  0.00000000  2.95046841  0.00000000  6.20925839  0.46466827  2.75488750
## [15991]  3.81044310  4.13422094  0.00000000  2.62058641  3.39506280  0.00000000
## [15997]  1.52606881  0.00000000  0.37851162  4.62410089  2.13422094  1.26903315
## [16003]  8.51526618  1.11103131  0.08406426  0.00000000  1.00000000  2.95046841
## [16009]  0.07038933  8.72676311  2.57288967  0.22650853  0.00000000  1.79493566
## [16015]  1.12432814  0.00000000  0.00000000  5.16269343  0.37851162  5.14200492
## [16021]  0.00000000  5.02724254  3.40326772  0.47508488  0.00000000  6.03738222
## [16027]  0.00000000  0.00000000  1.95605665  3.09423607  0.18903382  6.82387671
## [16033]  1.28095631  2.52105074  4.69932953  1.29278175  0.21412481  0.00000000
## [16039]  0.00000000  0.00000000  0.09761080  0.05658353  0.04264434  0.11103131
## [16045]  0.07038933  1.74846123  0.00000000  0.00000000  3.52356196  2.06695024
## [16051]  0.02856915  0.00000000  2.00360224  0.00000000  0.00000000  1.38404981
## [16057]  0.00000000  3.36876835 10.55580657  0.00000000  0.40053793  0.98550043
## [16063]  0.01435529  2.99819550  0.12432814  0.33342373  0.12432814  4.22881869
## [16069]  0.00000000  0.00000000  0.00000000  4.16912328  0.00000000  3.85798100
## [16075]  0.56559718  0.94860085  0.00000000  5.16832112  0.07038933  2.01077984
## [16081]  6.60644223  0.15055968  0.00000000  4.94438996  0.00000000  0.02856915
## [16087]  0.09761080  1.85996955  0.33342373  1.87970577  0.08406426  3.42088657
## [16093]  0.00000000  0.00000000  0.00000000  0.00000000  2.26603689  8.37859832
## [16099]  0.12432814  5.26791028  3.20476675  0.00000000  0.00000000  5.97384084
## [16105]  0.17632277  6.86530024  0.00000000  3.95605665  0.00000000  2.09761080
## [16111]  7.51506901  0.04264434  0.00000000  2.36737107  0.85598970  0.00000000
## [16117]  0.35614381  0.00000000  0.00000000  0.00000000  5.43362717  1.58496250
## [16123]  0.07038933  0.69599381  9.05598734  1.83995959  0.00000000  0.00000000
## [16129]  7.77491881  2.92219785  0.00000000  0.00000000  0.01435529  0.00000000
## [16135]  3.49952702  0.08406426  1.12432814  3.53853816  0.00000000  3.67581593
## [16141]  0.00000000  0.00000000  5.73795711  0.00000000  0.34482850  1.23266076
## [16147]  0.05658353  0.98550043  0.00000000  6.07296327  2.43028527  2.69599381
## [16153]  0.00000000  0.43295941  0.12432814  2.29278175  0.70487196  2.64846544
## [16159]  0.18903382  2.40326772  1.14404637  1.23878686  0.00000000  0.00000000
## [16165]  4.11935618  0.07038933  0.00000000  7.88594036  0.62293035  1.32192809
## [16171]  0.00000000  0.00000000  0.26303441  0.00000000  5.18982456  0.07038933
## [16177]  1.79077204  0.00000000  0.01435529  0.02856915  0.00000000  0.00000000
## [16183]  0.00000000  0.00000000  0.74846123  1.88362082  3.71149491  0.00000000
## [16189]  3.64500988  0.00000000  0.00000000  1.96716861  0.05658353  4.88996020
## [16195]  5.83263689  1.77820858  2.37295210  1.88752527 11.48993324  2.08065766
## [16201]  0.00000000  0.00000000  0.00000000  0.28688115  0.16349873  0.00000000
## [16207]  1.07038933  2.58736499  3.48284828  0.00000000  2.51096192  0.07038933
## [16213]  0.04264434  0.04264434  2.56803210  0.25096157  0.00000000  2.73984810
## [16219]  1.31034012  1.00719550  0.00000000  0.00000000  2.81352469  0.00000000
## [16225]  9.32323495  1.83592407  5.51759066  7.39016896  0.00000000  0.00000000
## [16231]  2.25096157  0.00000000  0.00000000 10.82852528  0.00000000  0.00000000
## [16237]  1.87184365  1.13093087  4.56071495  0.16349873  2.65992456  4.79233481
## [16243]  1.37851162  5.51475350  4.90881291  3.08915913  0.00000000  0.00000000
## [16249]  0.00000000  0.40053793  0.26303441  0.31034012  0.00000000  0.00000000
## [16255]  0.67807191  0.00000000  3.88264305  0.00000000  0.82374936  0.01435529
## [16261]  0.01435529  5.01212167  5.68004299  0.34482850  2.57288967  0.00000000
## [16267]  3.67468662  5.05614996  0.12432814  0.00000000  1.48542683  1.94485845
## [16273]  3.11103131  0.60407132  1.16349873  4.67807191  0.04264434  0.69599381
## [16279]  0.20163386  0.29865832  0.93357264  2.38404981  0.04264434  1.73552218
## [16285]  2.26303441  8.37356122  2.39506280  2.59215800  2.06350294  2.19219417
## [16291]  0.07038933  0.00000000  0.15055968  2.28688115  2.46988598  5.06781078
## [16297]  3.53605290  4.16349873  3.56437817  0.96347412  3.30012372  1.75274859
## [16303]  7.54550510  1.67807191  3.34908215  0.00000000  3.22187708  0.01435529
## [16309]  5.40667272  3.86492897  3.49952702  0.05658353  5.00809242  2.95419631
## [16315]  2.65535183  5.16791987  3.45680615  1.85598970  1.13750352 10.71420258
## [16321]  0.00000000  3.58616425  0.00000000  0.01435529  2.41683974  3.43028527
## [16327]  3.24792751  2.61823866  0.56559718  4.34482850  1.81557543  0.53605290
## [16333]  0.00000000  5.16510799  0.00000000  0.00000000  3.57652214  1.65535183
## [16339]  2.66902677  6.54843662  1.32768736  0.00000000  0.12432814  0.93357264
## [16345]  0.27500705  0.00000000  0.04264434  0.32192809  0.04264434  0.00000000
## [16351]  6.35032044  1.57046293  5.65391987  1.01435529  1.58014548  0.45417589
## [16357]  2.22958792  1.45417589  6.90905302  1.10433666  0.09761080  0.00000000
## [16363]  1.26303441  0.00000000  0.08406426  4.00360224  4.08151007  7.93504715
## [16369]  0.05658353  0.67807191  3.37989816  1.97819563  7.17332735  2.07382023
## [16375]  0.00000000  2.54843662  4.45088132  0.00000000  0.12432814  0.00000000
## [16381]  0.00000000  0.45417589  2.80941444  0.55581616  7.59193369  2.36737107
## [16387]  0.00000000  0.00000000  0.20163386  4.44890095  0.00000000  0.00000000
## [16393]  0.29865832  2.65764001  0.00000000  0.00000000  0.07038933  0.02856915
## [16399]  2.34198575  0.42223300  3.52105074  0.00000000  0.00000000  0.04264434
## [16405]  3.37434399  2.07382023  0.00000000  2.46466827  1.00000000  0.22650853
## [16411]  1.89141919  0.20163386  0.87184365  0.00000000  0.51601515  4.78868571
## [16417]  0.00000000  0.18903382  1.42223300  3.79077204  0.00000000  5.96601510
## [16423]  8.96849400  0.00000000  0.31034012  0.69599381  0.00000000  5.21839371
## [16429]  3.72355856  0.00000000  0.00000000  3.29130886  5.37295210  4.72465027
## [16435]  0.12432814  4.63343121  2.81966818  5.47864829  7.11040501  1.55090066
## [16441]  0.07038933  0.22650853  0.59454855  5.27575205  6.21237479  3.26303441
## [16447]  2.06695024  1.00000000  3.79908731  1.89530262  5.62380835  2.55090066
## [16453]  2.60880924  2.37851162  1.19534760  4.29204549  0.17632277  2.24184018
## [16459]  0.36737107  1.95605665  0.00000000  3.50207596  4.85748343  2.83995959
## [16465]  0.00000000  3.78659636  0.00000000  0.11103131  6.14934067  0.00000000
## [16471]  0.00000000  8.91100242  4.24107746  3.61706334  1.26303441  2.06695024
## [16477]  0.00000000  3.28983447  0.00000000  0.18903382  0.00000000  3.96901231
## [16483]  0.67807191  0.97819563  1.76977174  4.43162296  6.68116812  1.40599236
## [16489]  0.67807191  0.09761080  6.66206305  0.00000000  0.00000000  1.32768736
## [16495]  2.65076456  1.73984810  0.83995959  0.00000000  2.83995959  5.22689381
## [16501]  4.37016428  0.00000000  0.00000000  0.54596837  5.90472493  4.06522762
## [16507]  0.22650853  0.00000000  0.00000000  4.39025496  0.00000000  0.00000000
## [16513]  3.08236197  1.84799691  1.62760684  1.83995959  3.89530262  0.11103131
## [16519]  2.13422094  2.14730670  2.10433666  0.00000000  2.52356196  3.96069704
## [16525]  2.63226822  0.05658353  8.16967451  0.00000000  2.91264986  0.00000000
## [16531]  0.20163386  2.37295210  1.11103131  0.00000000  1.92979100  2.26603689
## [16537]  0.00000000  0.02856915  2.73552218  1.87184365  2.79701298  0.00000000
## [16543]  0.12432814  1.33342373  0.62293035  0.00000000  0.00000000  2.56559718
## [16549]  0.00000000  2.94860085  0.00000000  2.23266076  0.00000000  0.00000000
## [16555]  1.78240856  0.25096157  0.00000000  0.00000000  7.59223277  7.80825632
## [16561]  0.00000000  3.83491343  0.87970577  5.43995552  0.00000000  0.08406426
## [16567]  2.47508488  2.19219417  0.05658353  1.96347412  0.00000000  1.21412481
## [16573]  0.00000000  6.41802124  0.00000000  0.00000000  4.62527049  0.00000000
## [16579]  2.01792191  0.22650853  3.52857132  2.75488750  1.01435529  0.00000000
## [16585]  2.58255600  2.59215800  0.08406426  0.45417589  2.43295941  2.59931779
## [16591]  2.80115866  0.51601515  0.16349873  4.86245139  0.13750352  0.00000000
## [16597]  0.34482850  0.00000000  0.44360665  4.88606234  1.56559718  1.62760684
## [16603]  0.00000000  0.00000000  1.36737107  4.20867332  4.89093302  0.00000000
## [16609]  0.16349873  0.01435529  0.00000000  0.00000000  0.83995959  0.00000000
## [16615]  0.11103131  0.00000000  0.00000000  4.49121176  3.66334462  4.44625623
## [16621]  0.18903382  0.00000000  1.55581616  4.18189764  0.61353165  0.00000000
## [16627]  0.00000000  2.84799691 10.38478375  0.07038933  0.00000000  6.71011763
## [16633] 10.12303500  0.84799691  0.23878686 12.85595272  2.44095220  2.35614381
## [16639]  2.63459327  0.07038933  0.00000000  5.73389661  2.21101219  0.15055968
## [16645]  2.39780296  4.90881291  2.97452931  0.00000000  0.00000000  4.06177620
## [16651]  1.67355642  0.28688115  2.39780296  2.60407132  0.00000000  0.00000000
## [16657]  2.59454855  0.00000000  1.49057013  2.23572706  5.42256941  3.86096280
## [16663]  1.97452931  1.46988598  1.06350294  0.00000000  4.23342794  2.50080205
## [16669]  0.00000000  0.00000000  0.55581616  0.00000000  1.28095631  0.00000000
## [16675]  5.43028527  0.00000000  3.72246602  5.06565847  4.48220293  0.21412481
## [16681]  0.00000000  0.02856915  0.78240856  0.00000000  4.48026512  1.83592407
## [16687]  0.01435529  0.00000000  0.00000000  1.53605290  2.48026512  1.38956681
## [16693]  0.00000000 11.35131472 11.92563974  2.29865832  3.24944534  4.90255601
## [16699]  1.96716861  1.48026512  3.73660488  0.00000000  1.01435529  6.54982316
## [16705]  0.09761080  0.00000000  0.00000000  4.59872250  2.50080205  0.52606881
## [16711]  0.00000000  6.19810121  1.82374936  0.00000000  0.21412481  3.26453643
## [16717]  0.00000000 10.90246556  0.69599381  2.48026512  3.40053793  4.05398017
## [16723]  0.00000000  0.00000000  2.37851162  0.00000000  4.33270793  6.45549162
## [16729]  4.47443604  0.00000000  0.07038933  0.04264434  0.00000000  2.73552218
## [16735]  0.00000000  0.00000000  2.95233357  3.44360665  2.23572706  0.00000000
## [16741]  0.00000000  2.40871186  0.00000000  0.00000000  2.45943162  0.00000000
## [16747]  3.47118746  1.52105074  0.00000000  0.00000000  3.96809075  5.52982095
## [16753]  0.11103131  1.37851162  3.18428029  0.40053793  4.99548452  3.39094277
## [16759]  0.00000000  2.57288967  6.39231742  2.44360665  6.91073266  0.00000000
## [16765]  7.06565847  0.00000000  1.96347412  0.00000000  0.00000000  5.57107000
## [16771]  2.41413553  1.67355642  0.63226822  3.66220550  0.00000000  0.02856915
## [16777]  4.32264926  0.00000000  5.55213111 11.24436384  2.64154603  0.00000000
## [16783]  2.70265754  9.40688526  1.81966818  1.99276843  0.00000000  4.43429462
## [16789]  0.00000000  0.21412481  2.44360665  0.00000000  4.74416110  1.59931779
## [16795]  3.03210084  0.08406426  2.21101219  0.00000000  0.55581616  1.03562391
## [16801]  1.72246602  0.00000000  4.30597052  6.83970770  5.80426012  3.75060650
## [16807]  4.83137059  3.54966917  3.23112516  0.00000000  3.31759350  0.00000000
## [16813]  2.71369581  0.13750352  4.40599236  2.00000000  4.50462039  1.87184365
## [16819]  5.65334669  1.32192809  1.18269230  1.04264434  0.00000000  0.01435529
## [16825]  0.00000000  1.69599381  2.75915583  1.79077204  6.90171165  0.00000000
## [16831]  1.07724300  3.67919857  1.38956681  0.13750352  0.00000000  4.94251451
## [16837]  4.83086376  0.00000000  2.78659636  0.18903382  3.58496250  0.45417589
## [16843]  0.00000000  5.43562859  0.00000000  0.01435529  3.53977919  0.02856915
## [16849]  6.21626084  1.77399633  0.41142625  4.13586317  3.69710657  5.08873525
## [16855]  7.23830919  0.00000000  0.00000000  0.01435529  1.32192809  3.14241344
## [16861]  3.15542543  3.71039319  0.17632277  0.00000000  2.13422094  0.00000000
## [16867]  3.73335434  1.42760617  5.94227990  1.58976349  1.32768736  0.73118324
## [16873]  0.05658353  2.68032436  0.00000000  3.24944534  3.61353165  0.01435529
## [16879]  0.00000000  4.09000653  0.00000000  1.51096192  3.44757920  0.11103131
## [16885]  0.04264434  0.48542683  0.00000000  2.69599381  3.10768787  0.25096157
## [16891]  9.85584958  3.85499302  0.00000000  1.92219785 13.89346460  5.81480674
## [16897]  0.83187724  0.02856915  3.27798475  5.90929309  2.66902677  0.41142625
## [16903] 10.37831653  3.81557543  1.25701062  4.05311134  0.00000000  1.26303441
## [16909]  5.93333658  0.00000000  2.24792751  2.87970577  2.43562859  3.31179372
## [16915]  0.89530262  3.33342373  4.67412163  0.76553475 10.51821054  3.82680268
## [16921]  5.48349335  0.00000000 12.24922014  0.00000000  0.02856915  0.49569516
## [16927]  0.00000000  2.15055968  3.08746284  0.02856915  9.51573926  0.00000000
## [16933]  5.63778411  3.34482850  3.89239103  2.39231742  0.00000000  0.00000000
## [16939]  0.16349873  0.00000000  1.81147103 12.96909148  6.11228311  0.74846123
## [16945]  0.00000000  2.95605665  3.24944534  3.75595577  5.02502879  0.11103131
## [16951]  0.02856915  5.57228337  1.97085365  3.94392133  0.00000000  9.47372604
## [16957]  5.18428029  4.43295941  1.02856915  5.08321337  3.44890095  0.13750352
## [16963]  3.55090066 12.49916074  3.93640238  0.00000000  5.28021400  0.00000000
## [16969]  0.01435529  0.23878686  0.02856915  1.23266076  0.00000000  1.82374936
## [16975]  6.07382023  5.27164977  6.00157709  2.29865832  2.89141919  0.00000000
## [16981]  0.93357264  2.27202319  3.96069704  3.89044669  0.00000000  0.00000000
## [16987]  0.00000000  2.80941444 11.79609235  3.15055968 11.83870364  0.00000000
## [16993]  3.94392133  2.96532255  2.61823866  6.24355484 13.26248102  5.03342300
## [16999]  5.02547181  2.06350294  2.98732087  5.35402894  3.90977310  4.24336443
## [17005]  0.00000000  1.42223300  5.97154355 13.45354073  1.15704371  3.03386345
## [17011]  3.26603689  3.33485427  0.43295941  1.79493566  8.10575140  0.33342373
## [17017]  0.91838623  0.00000000  5.75568878 13.45498552  0.09761080  1.50080205
## [17023]  1.32768736  0.00000000  0.00000000  0.71369581  3.41006969  5.26453643
## [17029]  4.09085343  3.99909803  5.88947354  3.62527049  0.00000000  2.95233357
## [17035]  0.00000000  0.00000000  5.98527271  0.00000000  0.00000000  4.01346226
## [17041]  7.02203484  2.75702325  0.00000000  0.00000000  1.65076456  4.07296327
## [17047]  0.00000000  0.47508488  0.76553475  4.13996057  0.00000000  0.01435529
## [17053]  0.01435529  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000
## [17059]  6.39728958  0.31034012  2.73768676  0.43295941  0.00000000  0.02856915
## [17065]  0.00000000  0.12432814  0.01435529  3.68594015  0.00000000  0.45417589
## [17071]  0.04264434  0.15055968  0.91838623  1.41142625  0.90303827  0.00000000
## [17077]  0.57531233  0.00000000  0.00000000  2.01792191  0.00000000  0.05658353
## [17083]  0.00000000  5.08406426  5.94532678  1.09085343  4.64961546  0.00000000
## [17089]  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000
## [17095]  0.00000000  0.00000000  0.02856915  0.47508488  0.00000000  0.00000000
## [17101]  0.00000000  1.91456452  0.00000000  0.00000000  0.87184365  0.00000000
## [17107]  4.07809742  0.00000000  0.05658353  0.00000000  0.00000000  0.00000000
## [17113]  0.00000000  0.18903382  0.02856915  0.00000000  0.00000000  0.46466827
## [17119]  1.41142625  0.02856915  4.36176836  0.12432814  1.64616266  0.12432814
## [17125]  1.68706069  0.09761080  2.71808758  1.86393845  3.83491343  1.55581616
## [17131]  2.87184365  0.04264434  2.10768787  0.00000000  3.64500988  2.61588707
## [17137]  0.00000000  0.26303441  0.00000000  0.02856915  0.00000000  0.00000000
## [17143]  3.04614178  0.79908731  0.00000000  0.00000000  4.80941444  1.49569516
## [17149]  1.78240856  7.47346224  5.09254574  5.50874555  3.46858332  6.11644794
## [17155]  0.00000000  0.33342373  0.02856915  5.63110428  2.74846123  0.27500705
## [17161]  5.48767928  3.54720302  2.63691458  0.00000000  0.00000000  0.00000000
## [17167]  0.00000000  0.00000000  0.00000000  0.00000000  3.10601324  3.42492209
## [17173]  1.13750352  5.63052196  5.31505897  0.34482850  2.26903315  2.86591881
## [17179]  7.02203484  0.84799691  1.84398384  6.06285566  3.70265754  0.00000000
## [17185]  0.00000000  4.20711196  4.95046841  0.00000000  7.00472609  0.00000000
## [17191]  0.45417589  0.13750352  1.64154603  7.05093697  4.46793155  0.04264434
## [17197]  0.54596837  4.67242534  7.50167798  4.62351574  0.62293035  7.45112867
## [17203]  5.87356715  0.96347412  1.32192809  0.00000000  2.32481060  3.76659516
## [17209]  0.02856915  1.54101915  0.00000000  4.97315204  2.95791460  7.94538531
## [17215]  3.67242534  3.32624970  0.00000000  2.68257330  0.00000000  0.00000000
## [17221]  6.63430284  0.70487196  5.31070366  0.00000000  0.15055968  0.00000000
## [17227]  0.00000000  0.00000000  0.04264434  0.00000000  0.00000000  3.20476675
## [17233]  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000  1.06350294
## [17239]  3.36876835  0.00000000  1.60880924  3.80941444  0.53605290  8.16042611
## [17245]  1.39506280  4.27276973  0.08406426  0.00000000  3.26153082  4.38750041
## [17251]  0.00000000  0.00000000  4.71149491  3.46205232  6.30012372  3.65649637
## [17257]  0.00000000  0.27500705  5.35755200  3.56924803  0.43295941  5.65649637
## [17263]  4.92457500  4.72574116  0.00000000  2.95605665  2.06695024  3.07038933
## [17269]  1.93357264  0.00000000  0.98550043  0.11103131  1.48026512  0.78240856
## [17275]  6.31596467  0.54596837 10.80361453  0.12432814  2.75915583  0.00000000
## [17281]  2.50334874  0.00000000  0.42223300  0.00000000  0.00000000  0.00000000
## [17287]  0.02856915  0.00000000  0.00000000  4.59155975  0.04264434  1.62760684
## [17293]  0.25096157  0.16349873  0.00000000  0.00000000  0.00000000  0.00000000
## [17299]  0.00000000  0.00000000  0.00000000  0.00000000  2.84799691  0.00000000
## [17305]  5.10601324  0.83187724  0.00000000  0.00000000  0.01435529  0.00000000
## [17311]  6.93604896  2.38404981  2.96901231  5.27314286  0.00000000  0.00000000
## [17317]  0.00000000  4.14649231  4.82629425  3.97636364  0.07038933  2.80322704
## [17323]  0.00000000  0.00000000  0.02856915  0.00000000  2.94298360  0.00000000
## [17329]  4.89869207  0.00000000  0.00000000  0.00000000  1.58014548  5.07937811
## [17335]  0.71369581  0.00000000  0.00000000  0.00000000  2.24792751  1.07038933
## [17341]  0.02856915  0.00000000  4.22650853  0.32192809  0.00000000  0.00000000
## [17347]  0.00000000  0.00000000  0.00000000  0.00000000  0.05658353  3.90977310
## [17353]  0.00000000  0.00000000  2.46988598  2.16671544  0.00000000  0.00000000
## [17359]  0.00000000  0.00000000  0.00000000  0.01435529  0.00000000  0.07038933
## [17365]  3.24031433  3.35332329  0.00000000  3.32192809  0.16349873  0.00000000
## [17371]  0.54596837  0.17632277  0.00000000  0.00000000  0.00000000  0.28688115
## [17377]  0.00000000  1.96716861  2.55090066  3.99367436  0.26303441  6.93227382
## [17383]  0.00000000  0.00000000  0.00000000  0.00000000  0.56559718  3.21101219
## [17389]  0.25096157  0.00000000  0.88752527  7.94456566  0.00000000  6.96509162
## [17395]  2.06695024  0.27500705  0.96347412  0.00000000  0.00000000  4.72246602
## [17401]  1.42223300  1.75702325  6.95930649  0.00000000  0.00000000  0.00000000
## [17407]  0.00000000  6.33342373  6.12804589  8.13704236  2.19219417  0.27500705
## [17413]  0.22650853  7.56040927  0.00000000  0.64154603  0.00000000  0.00000000
## [17419]  1.17632277  3.07210580  3.04089243  6.90977310  0.00000000  0.00000000
## [17425]  0.00000000  0.00000000  0.16349873  2.68032436  0.00000000  0.00000000
## [17431]  0.00000000  0.00000000  2.45943162  6.71479501 12.22406802  7.69578507
## [17437]  0.00000000  2.96347412  8.12520680  0.00000000  1.63691458  6.22881869
## [17443]  5.22380866  0.41142625  0.22650853  2.59693514  0.00000000  3.09254574
## [17449]  4.69153416  0.00000000  0.00000000  5.56559718  0.00000000  0.15055968
## [17455]  0.00000000  6.74966834  0.29865832  0.00000000  2.03210084  1.18269230
## [17461]  2.68032436  0.01435529  0.00000000  3.61117238  2.88752527  0.00000000
## [17467]  0.00000000  0.00000000  0.01435529  2.34198575  4.76818432  1.18903382
## [17473]  0.01435529  0.00000000  0.09761080  0.00000000  0.00000000  0.00000000
## [17479]  0.00000000  0.00000000  0.25096157  0.00000000  0.00000000  0.00000000
## [17485]  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000
## [17491]  0.00000000  6.99152185  0.02856915  6.26809749  0.00000000  0.00000000
## [17497]  0.00000000  0.17632277  0.00000000  0.00000000  5.48800077  0.31034012
## [17503]  0.00000000  1.47508488  0.15055968  0.00000000  0.00000000  0.00000000
## [17509]  0.00000000  0.00000000  0.00000000  0.00000000  0.15055968  0.23878686
## [17515]  0.00000000  2.00719550  0.02856915  0.01435529  3.39094277  0.00000000
## [17521]  0.00000000  0.00000000  8.32615980  3.64038956  1.71808758  0.02856915
## [17527]  1.41683974  0.00000000  0.01435529  0.00000000  0.11103131  0.07038933
## [17533]  3.36317108  0.12432814  4.15623480  0.00000000  2.53106949  0.02856915
## [17539]  8.18923155  0.13750352  5.19574129  3.23419472  5.69432306  3.93357264
## [17545]  0.00000000  2.47248777  0.00000000  0.04264434  1.27500705  0.02856915
## [17551]  0.00000000  0.00000000  0.00000000  0.00000000  1.93734439  0.00000000
## [17557]  1.62760684  0.00000000  0.49569516  0.27500705  0.00000000  1.73552218
## [17563]  0.49569516  1.26303441  2.81557543 11.85285328  0.04264434  0.00000000
## [17569]  0.00000000  0.00000000  0.02856915  4.10181813  2.20476675  0.07038933
## [17575]  0.09761080  5.01301554  1.19534760  0.38956681  1.56071495  2.56559718
## [17581]  3.19219417  0.31034012  0.00000000  2.20163386  4.34766566  0.97819563
## [17587]  4.92931759  3.27798475  0.00000000  2.83390208  1.81966818  3.62410089
## [17593]  1.35049725  0.00000000  0.48542683  1.08406426  4.35966172  0.00000000
## [17599]  0.00000000  0.00000000  2.42223300  7.06695024  0.00000000  4.54658583
## [17605]  0.41142625  4.54225805  5.47897181  4.29719142  3.14241344  1.44360665
## [17611]  4.11436702  2.39231742  6.03474395  3.59693514  0.96347412  0.48542683
## [17617]  0.16349873  0.00000000  1.54596837  0.00000000  4.37155886  2.36457243
## [17623]  2.58736499  6.84398384  0.16349873  0.00000000  2.35614381  5.31976243
## [17629]  2.71149491  6.08512718  3.78345665  0.08406426  7.67694436  3.10265813
## [17635]  6.90460452  6.09317985  7.71452029  1.22650853  1.43295941  4.98641094
## [17641]  1.69153416  3.06177620  5.95814667  3.52356196  4.50716035  0.01435529
## [17647]  3.39094277  9.20755126  5.44426950 12.93294551  0.00000000  0.26303441
## [17653]  2.70265754  4.84046323  6.18447867  1.58014548  0.34482850  0.00000000
## [17659]  4.04963077  2.43829285  3.09761080  1.22650853  1.89141919  0.05658353
## [17665]  0.49569516  1.84799691  1.19534760  1.72246602  5.23266076  0.00000000
## [17671]  5.57984389  0.00000000  1.79908731  4.58436125  4.42290574  0.12432814
## [17677]  0.48542683  0.54596837  2.91838623  0.00000000  0.00000000  7.78659636
## [17683]  5.24830712  0.00000000  5.43095427  0.38956681  1.89141919  2.45680615
## [17689]  1.84398384  6.42240122  7.47613863  1.22032995  0.00000000  6.34784279
## [17695]  2.79493566  5.51759066  6.88764711  5.67412163  0.00000000  0.01435529
## [17701]  0.00000000  5.06522762  5.90977310  0.00000000  0.86393845  5.75408578
## [17707]  1.90689060  0.25096157  0.05658353  0.00000000  0.51601515  7.98276546
## [17713]  1.96716861  0.00000000  0.23878686  1.43295941  0.00000000  0.51601515
## [17719]  0.07038933  3.15055968  0.15055968  0.04264434  5.05701697  0.00000000
## [17725]  0.00000000  1.15055968  0.15055968  0.11103131  0.00000000  0.00000000
## [17731]  0.00000000  4.67468662  0.00000000  6.85648778  0.00000000  0.00000000
## [17737]  0.59454855  0.46466827  0.00000000  0.00000000  4.48284828  0.00000000
## [17743]  0.00000000  0.00000000  0.01435529  0.16349873  6.98743457  0.00000000
## [17749]  3.61588707  5.40905144  4.03386345  0.00000000  0.00000000  0.00000000
## [17755]  4.58976349  0.16349873  0.00000000  0.00000000  0.01435529  1.57046293
## [17761]  0.00000000  5.03430377  1.87578006  0.01435529  1.43829285  1.13093087
## [17767]  0.00000000  2.78659636  0.01435529  0.05658353  8.58713993  0.00000000
## [17773]  3.92789645  0.00000000  3.04264434  0.00000000  0.21412481  0.56559718
## [17779]  0.40053793  3.26453643  0.00000000  0.07038933  0.00000000  4.35825559
## [17785]  3.80632406  0.00000000  0.00000000  3.06177620  0.00000000  0.43295941
## [17791]  6.31560246  5.12887076  0.00000000  0.00000000  0.00000000  3.12432814
## [17797]  0.00000000  0.00000000  0.73118324  3.55581616  0.00000000  0.00000000
## [17803]  8.21878117  0.00000000  0.00000000  0.18903382  0.00000000  0.00000000
## [17809]  0.00000000  0.09761080  0.00000000  0.00000000  0.00000000  3.73118324
## [17815]  3.31179372  2.31324585  1.98913901  6.12990118  0.01435529  2.90496572
## [17821]  0.00000000  0.04264434  0.58496250  6.95326524  0.00000000  0.00000000
## [17827]  5.56254772  0.00000000  1.84398384  0.42223300  0.34482850  8.61135684
## [17833]  6.37364821  0.00000000  0.00000000  2.83794324  0.00000000  7.75475391
## [17839]  3.30305008  0.00000000  0.00000000  1.04963077  0.12432814  0.04264434
## [17845]  1.91456452  4.46923479  0.00000000  0.00000000  0.00000000  0.08406426
## [17851]  3.51349075  4.75007049  0.00000000  5.63662462  0.00000000  0.00000000
## [17857]  4.12845838  0.00000000  0.11103131  0.00000000  0.07038933  0.00000000
## [17863]  0.00000000  0.00000000  0.00000000  0.00000000  1.53106949  0.00000000
## [17869]  0.00000000  0.00000000  0.59454855  1.58014548  0.00000000  0.00000000
## [17875]  0.85598970  0.00000000  1.79077204  0.00000000  4.92789645  0.92599942
## [17881]  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000  2.36176836
## [17887]  0.13750352  0.56559718  0.20163386  0.01435529  0.00000000  2.53853816
## [17893]  0.00000000  0.00000000  0.77399633  4.73552218  0.00000000  0.00000000
## [17899]  4.75595577 11.03791753  0.00000000  4.17791779  0.00000000  3.13586317
## [17905]  0.51601515  2.27500705  0.00000000  0.00000000  0.73984810  2.71369581
## [17911]  0.22650853  0.00000000  0.11103131  0.15055968  0.34482850  0.00000000
## [17917]  0.00000000  6.27407525  4.02236781  0.00000000  0.00000000  0.00000000
## [17923]  0.02856915  4.53729607  0.00000000  0.00000000  0.15055968  1.58976349
## [17929]  0.00000000  0.00000000  3.87282876  0.00000000  1.87970577  0.80735492
## [17935]  0.38956681  1.11103131  3.16349873  2.96162333  0.00000000  0.00000000
## [17941]  8.15674042  5.88215392  0.93357264  0.00000000  0.00000000  2.69599381
## [17947]  0.00000000  3.58736499  0.34482850  0.45417589  0.37851162  6.46352437
## [17953]  4.00988459  0.00000000  2.15704371  1.58014548  0.00000000  6.95582424
## [17959]  0.00000000  0.00000000  0.62293035  0.32192809  0.00000000  0.00000000
## [17965]  0.00000000  0.00000000  3.73552218  0.02856915  2.14730670  0.00000000
## [17971]  0.34482850  0.00000000  0.77399633  3.49057013  0.00000000  0.00000000
## [17977]  0.00000000  0.00000000  1.55581616  5.87184365  0.00000000  2.60880924
## [17983]  0.00000000  0.21412481  1.56559718  0.51601515  4.02768488  0.00000000
## [17989]  4.38887834  0.41142625  0.00000000  0.00000000  0.27500705  0.00000000
## [17995]  0.00000000  0.02856915  0.00000000 13.60649891  0.00000000  0.00000000
## [18001]  4.92219785  8.97750890  0.00000000  1.13093087  0.00000000  0.40053793
## [18007]  6.54643149  1.97085365  0.00000000  0.00000000  0.00000000 13.11644469
## [18013]  0.02856915  0.00000000  0.00000000  0.05658353  0.00000000  0.35614381
## [18019]  0.00000000  0.00000000  0.00000000  3.57773093  6.75448670  0.02856915
## [18025]  0.04264434  0.00000000  0.00000000  6.30067287  0.00000000  0.00000000
## [18031]  0.32192809  0.66902677  0.00000000  0.00000000  0.00000000  0.00000000
## [18037]  1.94110631  0.00000000  7.29112464  0.00000000  0.00000000  0.00000000
## [18043]  0.00000000  0.00000000  0.45417589  2.39506280  0.00000000  0.00000000
## [18049] 13.44617480  0.00000000  0.00000000  0.00000000  0.00000000  0.04264434
## [18055]  0.00000000  0.00000000  3.68481874  1.52606881  0.52606881  9.25354024
## [18061]  7.42492209  0.00000000  0.00000000  0.61353165  0.00000000  0.00000000
## [18067]  0.00000000  0.00000000  0.00000000  0.00000000  0.09761080  0.00000000
## [18073]  0.02856915  1.16992500  0.00000000  1.43295941  0.00000000  0.05658353
## [18079]  8.42601310  0.00000000  0.05658353  3.16992500  0.00000000  0.00000000
## [18085]  0.00000000  0.00000000  0.00000000  0.00000000  0.53605290  9.73927431
## [18091]  0.00000000  0.00000000  4.23112516  0.00000000  0.00000000  0.00000000
## [18097]  0.00000000  0.97085365  0.00000000  1.10433666  0.12432814  0.00000000
## [18103]  0.00000000  4.42894634  0.00000000  0.82374936  0.00000000  5.97521746
## [18109]  3.49952702  0.00000000  0.00000000  0.00000000  1.31034012  0.13750352
## [18115]  1.33342373  0.00000000  5.59275601  1.66448284  2.74846123  0.00000000
## [18121]  0.00000000  0.00000000  0.09761080  0.26303441  0.00000000  2.23572706
## [18127]  0.76553475  0.61353165  0.00000000  0.00000000  0.00000000  1.96347412
## [18133]  0.00000000  4.57107000  0.00000000  0.00000000  0.17632277  0.00000000
## [18139]  0.00000000  1.36737107  0.00000000  0.82374936  0.13750352  0.00000000
## [18145]  0.00000000  0.00000000  2.68257330  5.14526986  0.00000000  1.18269230
## [18151]  0.00000000  0.00000000  0.17632277  0.00000000  2.61823866  1.56559718
## [18157]  0.02856915  0.00000000  0.00000000  0.00000000  4.63981098  0.00000000
## [18163]  0.32192809  0.00000000  5.41040895  0.00000000  0.00000000  3.69153416
## [18169]  0.00000000  0.09761080  6.80941444  1.16349873  2.21101219  4.64846544
## [18175]  0.00000000  4.26077843  0.09761080  0.00000000  0.01435529  0.08406426
## [18181]  0.26303441  1.63226822  8.89630213  1.97085365  0.95605665  3.17472599
## [18187]  0.00000000  5.32660925  6.75301613  5.94087148  0.00000000  1.16992500
## [18193]  6.72000479  0.46466827  0.00000000  0.02856915  0.41142625  2.45680615
## [18199]  3.66448284  3.09423607  3.41413553  0.00000000  3.51727569  2.13750352
## [18205]  5.34943605  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000
## [18211]  0.00000000  0.69599381  5.23112516  0.05658353  0.02856915  0.00000000
## [18217]  0.01435529  1.45943162  3.95791460  0.00000000  0.09761080  9.87133544
## [18223]  2.38956681  0.50589093  0.00000000  0.00000000  4.85099939  2.98367769
## [18229]  0.07038933  4.76659516  5.19888699  7.26641177 10.31740131  3.32192809
## [18235]  6.69265037  0.38956681  0.00000000  0.02856915  0.04264434  0.00000000
## [18241]  6.51001247  0.94110631  0.18903382  8.30879407  1.65535183  2.09085343
## [18247]  3.27947130  0.58496250  4.51412226  4.50779464  3.61588707  0.58496250
## [18253]  0.00000000  0.00000000  3.47508488  6.08661395  0.65992456  1.14404637
## [18259]  0.58496250  0.00000000  3.60880924  2.00360224  4.23496109  5.97475873
## [18265]  8.66618849  0.02856915  8.16329745  2.70265754  0.05658353  0.00000000
## [18271]  1.00719550  3.51979349  4.88557436  1.07724300  0.00000000  0.62293035
## [18277]  4.10601324  0.21412481  0.00000000  1.48026512  0.00000000  0.05658353
## [18283]  7.78286720  2.73335434  0.31034012  0.09761080  0.75702325  5.15946773
## [18289]  0.07038933  6.09000653  3.27947130  2.60407132  0.00000000  0.66902677
## [18295]  6.35314683  3.26603689  0.00000000  0.00000000  0.96347412  0.00000000
## [18301]  1.16349873  3.65191274  0.55581616  3.17951105  1.31614574  0.35614381
## [18307]  3.86195536  4.57107000  0.00000000  4.63865312  0.00000000  2.01435529
## [18313]  0.43295941  1.15055968  7.39454844  3.76128527  0.00000000  0.00000000
## [18319]  4.65420638  0.00000000  0.00000000  7.25323294  4.34411833  0.00000000
## [18325]  0.00000000  0.00000000  0.00000000  3.70818724  7.24954015  0.49569516
## [18331]  5.28095631  0.00000000  4.54039931  0.04264434  0.00000000  4.44757920
## [18337]  0.11103131  0.00000000  0.79077204  5.20672136  0.00000000  0.00000000
## [18343]  0.17632277  0.46466827  0.00000000  0.00000000  0.01435529  0.09761080
## [18349]  1.02147973  2.65764001  1.00000000  0.22650853  0.75702325  6.58345891
## [18355]  0.74846123  5.37851162  4.77188558  3.02680006  0.18903382  4.15218342
## [18361]  0.32192809  0.08406426  0.00000000  0.00000000  0.00000000  4.90207358
## [18367]  1.63226822  0.88752527  0.00000000  1.81147103  0.00000000  0.00000000
## [18373]  1.50589093  0.00000000  4.54225805  0.05658353  0.92599942  1.93357264
## [18379]  1.11103131  1.52105074  0.00000000  0.00000000  0.00000000  1.28688115
## [18385]  0.00000000  0.00000000  0.11103131  0.00000000  0.00000000  7.34145211
## [18391]  0.01435529  2.22342255  2.48284828  0.00000000  1.74416110  0.00000000
## [18397]  5.16872225  0.00000000  0.00000000  7.54496443  0.00000000  2.38404981
## [18403]  0.73984810  1.42223300  2.98002530  3.40871186  2.70043972  0.00000000
## [18409]  1.22032995  0.00000000  0.92599942  0.00000000  1.24488706  0.00000000
## [18415]  0.25096157  0.00000000  0.01435529  0.00000000  1.36737107  0.58496250
## [18421]  0.00000000  0.04264434  0.00000000  0.00000000  0.00000000  0.04264434
## [18427]  1.86393845  3.88068553  0.49569516  0.01435529  0.73984810  1.95977016
## [18433]  1.31614574  5.41210404  0.00000000  0.17632277  0.32192809  0.11103131
## [18439]  0.00000000  0.15055968  1.24488706  1.92219785  4.23955080  5.88533032
## [18445]  0.13750352  0.04264434  2.29865832  0.00000000  0.00000000  0.01435529
## [18451]  0.31034012  0.00000000  0.50589093  2.59215800  3.60525726  4.84096670
## [18457]  0.00000000  0.26303441  0.00000000  0.01435529  0.00000000  0.36737107
## [18463]  0.00000000  0.00000000  0.00000000  2.27798475  6.26659917  0.00000000
## [18469]  0.00000000  0.00000000  0.00000000  1.18903382  0.37851162  0.00000000
## [18475]  0.00000000  2.89336221  0.00000000  2.34766566  0.00000000 11.06916107
## [18481]  2.14730670  1.76977174  0.00000000  4.39848719  6.19947605  0.22650853
## [18487]  7.33226038  0.00000000  0.99276843  3.67242534  0.05658353  0.00000000
## [18493]  0.00000000  0.00000000  0.00000000  0.00000000  7.47751544  0.00000000
## [18499]  0.00000000  0.00000000  0.08406426  0.00000000  0.15055968  0.00000000
## [18505]  0.27500705  2.48026512  0.00000000  0.00000000  2.46988598  0.00000000
## [18511]  0.00000000  1.60407132  0.00000000  0.08406426  0.08406426  0.04264434
## [18517]  5.97223312  3.35895883  1.71808758  0.00000000  0.00000000  0.00000000
## [18523]  1.80735492  1.79077204  0.00000000  5.82374936  1.01435529  0.00000000
## [18529]  0.00000000  0.12432814  0.36737107  0.00000000  3.95419631  0.00000000
## [18535]  0.00000000  0.00000000  2.43562859  0.00000000  1.54596837  0.00000000
## [18541]  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000
## [18547]  0.00000000  1.95977016  5.58526303  0.09761080  0.00000000  0.00000000
## [18553]  0.04264434  1.69599381  0.51601515  0.00000000  0.17632277  0.00000000
## [18559]  0.00000000  0.25096157  2.42492209  8.31591940  5.57591736  4.68032436
## [18565]  0.00000000  0.11103131  0.00000000  0.05658353  0.00000000  6.69960715
## [18571]  2.81966818  0.00000000  0.20163386  5.70763522  0.00000000  0.00000000
## [18577]  0.00000000  2.63226822  0.00000000  0.00000000  0.00000000  0.84799691
## [18583]  1.43295941  0.00000000  4.63807384  0.00000000  2.04264434  4.23572706
## [18589]  0.01435529  0.00000000  1.40599236  1.05658353  1.04264434  2.96716861
## [18595]  5.64616266  0.36737107  0.22650853  0.00000000  0.00000000  1.39506280
## [18601]  2.38128337  1.69153416  0.00000000  0.00000000  3.24031433  0.01435529
## [18607]  3.69599381  1.10433666  0.00000000  2.26603689  0.00000000  0.02856915
## [18613]  0.00000000  1.57046293  2.00360224  0.00000000  0.00000000  0.00000000
## [18619]  0.01435529  2.22958792  0.36737107  0.04264434  0.08406426  0.13750352
## [18625]  0.17632277  3.24031433  0.93357264  0.00000000  0.00000000  6.02458564
## [18631]  8.49765228  0.00000000  1.30451104  0.00000000  0.00000000  2.10768787
## [18637]  0.01435529  0.00000000 10.26265866  0.44360665  0.00000000  4.16269343
## [18643]  7.00641024  0.05658353  0.00000000  4.57349572  0.00000000  0.77399633
## [18649]  3.20476675  0.00000000  0.00000000  0.50589093  5.73091162  1.88752527
## [18655]  0.09761080  1.91073266  6.56163163  3.66220550  0.00000000  0.00000000
## [18661]  0.00000000  0.11103131  0.00000000  0.00000000  0.00000000  0.00000000
## [18667]  0.07038933  0.00000000  0.23878686  0.00000000  0.00000000  4.22265002
## [18673]  0.00000000  2.74846123  0.00000000  0.02856915  0.00000000  0.00000000
## [18679]  0.00000000  0.02856915  0.00000000  4.37225565

Differential Gene Expression

Genes that have very different mRNA levels in the “fast” versus “slow” cell lines may be informative about why the cell lines behave differently.

By subtracting the expression in the “slow” cell line from the expression in the fast cell line, we create a differential gene expression profile, or DGE profile.

# Subtract the second column ("slow") from the first column ("fast")
# Replace N1 and N2

dge_colon <- fibro_colon_log_mat[,1] - fibro_colon_log_mat[,2]

# Add dge as a column to a new matrix 
# by replacing FUNCTION
#the cbind function combines objects by columns
#the rbind function combines objects by rows

DGE_mat_colon <- cbind(fibro_colon_log_mat,dge_colon)

Calculate a histogram to see the distribution of differential expression values.

# Create a plot as you did for the breast cancer cell lines

hist(dge_colon, xlab = "Difference in Gene Expression", main = "Distribution of Fast Minus Slow Moving Cell Lines")

The genes with large differential expression may provide us with clues as to why the cell lines behave so differently. You should find that there are fewer genes that are highly overexpressed for the colon cancer cell lines than for the breast cancer cell lines.

Why do you think this is so? Breast cancer is more complex, hormonally-regulated, and is likely caused by the overexpression of oncogenes. In comparison, colon tissue is much more straight forward and colon cancer is likely caused by the underexpression of tumor-suppressor genes.

# How many genes have dge > 4 
# How many genes have dge < -4

genes_greaterthan4 <- length(dge_colon[dge_colon>(4)])
print(paste("There are", genes_greaterthan4, "genes greater than 4."))
## [1] "There are 11 genes greater than 4."
genes_lessThanNeg4 <- length(dge_colon[dge_colon<(-4)])
print(paste("There are", genes_lessThanNeg4, "genes less than -4."))
## [1] "There are 49 genes less than -4."

There are more genes that are highly expressed in the SW480 (slow) cell line than in the SW620 (fast) cell line. Let’s fish out this set.

# Order the differential gene expression values from LOW to HIGH
# This is different from the sorting for the breast cancer cell lines
# Note that we put decreasing = FALSE 
# This will put the "slow" genes at the top of our matrix
# Replace FUNCTION

order_dge_colon <- order(dge_colon, decreasing = FALSE)

# Replace ORDERED_ROWS
DGE_mat_ordered_colon <- DGE_mat_colon[order_dge_colon,]

head(DGE_mat_ordered_colon,15)
##               fast      slow dge_colon
## KRT5    0.61353165  9.907507 -9.293975
## KRT13   0.29865832  7.581728 -7.283070
## TACSTD2 0.12432814  6.795585 -6.671257
## KRT23   1.85598970  8.523601 -6.667611
## MIA     0.36737107  6.889108 -6.521737
## MAL2    0.08406426  6.190022 -6.105958
## IGFBP3  1.46466827  7.517748 -6.053080
## LCN2    5.00898878 10.927000 -5.918011
## PHLDB2  0.16349873  5.978424 -5.814926
## HPGD    0.13750352  5.890447 -5.752943
## ANKRD1  0.04264434  5.671010 -5.628366
## WFDC2   1.81966818  7.306244 -5.486576
## CD74    0.11103131  5.548128 -5.437097
## TRIP6   0.83187724  6.140779 -5.308901
## WNT5A   0.00000000  5.130107 -5.130107

You should find KRT5, KRT13, and TACSTD2 as the top genes with expression greater in the slow cell line.

Annotation of genes

# In DGE_mat_ordered_colon, the top genes are 
# more highly expressed in the slow versus fast cell line 

N <- 50

#get the top 50 slowest genes
colon_genes <- rownames(DGE_mat_ordered_colon)[1:N]
write.table(colon_genes,"colon_genes.csv",
          row.names=FALSE, col.names=FALSE, quote=FALSE)

Look in your working directory to find the file colon_genes.csv. Open it (when you click on the file name, select View File option), highlight and copy the gene names. Input them into the Try a gene set query window at Gene Set AI.

What functional theme is detected?

Name: Epithelial Cell Differentiation and Tumorigenesis

Create a list of some of the groups of proteins you find: