# How to plot multiple curves from a tall-skinny table and then Manipulate it

Posted 10 years ago
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 Hi,Â I'm trying to draw a multi-line graph like this one:Â http://lh3lh3.users.sourceforge.net/download/alnroc-color-se.pngMy data is in a table with ~ 250,000 rows and 6 columns. There is so much data because the shape of each curve is determined by 4 discretely-valued parameters. These are: aligner (9 values), read_length(16 values), Â distance (4 values), and mutation_rate (6 values). Each of the 9x16x4x6 combinations then defines a collection of x,y points that represent one curve. These are stored in the table as follows:aligner  read_length  distance   mutation_rate   x   ybwa        50         1          0.01            0.5 0.9bwa        50         1          0.01            0.3 0.8,,,I'm try to make a graph that shows the 9 curves (one for each aligner), and uses Manipulate to make the read_length, distance, and mutation_rate parameters adjustable, but I can't figure out how to do this - either with DiscretePlot or with ListLinePlot.Here's the closest I've gotten (here 'a' is the full data table): Manipulate[ p = Pick[a, #2 == mutation_rate && #3 == ReadLength && #4 == Aligner && #5 == AlignmentAccuracy & @@@ a]; ListLinePlot[Table[{p[[n, 10]], p[[n, 11]]}, {n, 1, Length[p]}], PlotStyle -> Thick], {{mutation_rate, 1.*^-6}, { 1.*^-6, 0.00001, 0.0001, 0.001, 0.01}, ControlType -> RadioButton, Label -> True}, {{AlignmentAccuracy, 1}, {0, 1, 20, 50}, ControlType -> RadioButton},{Aligner, {"bowtie2", "bwa", "bwa-mem", "bwa-sw", "gsnap","novoalign", "smalt", "STAR", "subread"},ControlType -> RadioButton},{{ReadLength, 50, "Read Length"}, {15, 17, 20, 22, 25, 30, 35, 40,50, 60, 70, 80, 90, 100, 125, 150}, ControlType -> Slider,Appearance -> "Labeled"}, SaveDefinitions -> True ]but this only draws one curve. Is there some way to move {Aligner, {"bowtie2", ... "subread"} Â into the plot so that all 9 curves get drawn in different colors, and keep this efficient enough for Manipulate to work for the 3 other params?Thanks a lot,-BenPs. (Below is my failed attempt to use DiscretePlot. The computation took forever and after several minutes still hadn't even drawn the graph) Manipulate[ p = Pick[a, #2 == mr && #3 == ReadLength && #5 == AlignmentAccuracy & @@@ a]; (* && #4 == Aligner *)  p2 = Table[{p[[n, 10]], p[[n, 11]]}, {n, 1, Length[p]}]; expression = Pick[p2, #4 == Aligner & @@@ p2]; DiscretePlot[ Evaluate[expression], {Aligner, {"bowtie2", "bwa", ... "STAR", "subread"}}], {{mr, 1.*^-6}, { 1.*^-6, 0.00001,0.0001, 0.001, 0.01}, ControlType -> RadioButton,Label -> True}, {{AlignmentAccuracy, 1}, {0, 1, 20, 50},ControlType -> RadioButton},{{ReadLength, 50, "Read Length"}, {15, 17, 20, 22, 25, 30, 35, 40,50, 60, 70, 80, 90, 100, 125, 150}, ControlType -> Slider,Appearance -> "Labeled"}, SaveDefinitions -> True ]
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Posted 10 years ago
 Thank you very much for the reply. Its much cleaner, but still shows one curve on the graph. Is there a way to have the curves for all 9 aligners appear on the graph simultaneously (like inÂ  http://lh3lh3.users.sourceforge.net/download/alnroc-color-se.png), and have the readLength, mutationRate and accuracy be Manipulatable?Thanks a lot,-BenI've modified the idicies to work with the real sampleData below:Manipulate[ Module[{p}, p = Select[sampleData, aligner == #[[4]] && readLength == #[[3]] && accuracy == #[[5]] && mutationRate == #[[2]] &]; If[p =!= {}, ListLinePlot[p[[All, {10, 11}]], PlotStyle -> Thick], "No points selected"]], {{aligner, "bwa", "Aligner"}, {"bowtie2", "bwa", "bwa-mem", "bwa-sw", "gsnap", "novoalign", "smalt", "STAR", "subread"}, ControlType -> RadioButton}, {{readLength, 50, "Read Length"}, {15, 17, 20, 22, 25, 30, 35, 40, 50, 60, 70, 80, 90, 100, 125, 150}, ControlType -> Slider, Appearance -> "Labeled"}, {{accuracy, 1, "Alignment Distance from True Location"}, {0, 1, 20, 50}, ControlType -> RadioButton}, {{mutationRate, 0.01, "Simulated Mutation Rate"}, {1.*^-6, 0.00001, 0.0001, 0.001, 0.01}, ControlType -> RadioButton, Label -> True}, SaveDefinitions -> True]Here is a large subset of the data:sampleData={{500000, 0.01, 100, "STAR", 0, 255, 100., 479588, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 254, 99.6, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 253, 99.2, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 252, 98.8, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 251, 98.4, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 250, 98., 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 249, 97.6, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 248, 97.3, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 247, 96.9, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 246, 96.5, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 245, 96.1, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 244, 95.7, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 243, 95.3, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 242, 94.9, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 241, 94.5, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 240, 94.1, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 239, 93.7, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 238, 93.3, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 237, 92.9, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 236, 92.5, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 235, 92.2, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 234, 91.8, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 233, 91.4, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 232, 91., 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 231, 90.6, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 230, 90.2, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 229, 89.8, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 228, 89.4, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 227, 89., 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 226, 88.6, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 225, 88.2, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 224, 87.8, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 223, 87.5, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 222, 87.1, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 221, 86.7, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 220, 86.3, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 219, 85.9, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 218, 85.5, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 217, 85.1, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 216, 84.7, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 215, 84.3, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 214, 83.9, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 213, 83.5, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 212, 83.1, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 211, 82.7, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 210, 82.4, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 209, 82., 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 208, 81.6, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 207, 81.2, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 206, 80.8, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 205, 80.4, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 204, 80., 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 203, 79.6, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 202, 79.2, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 201, 78.8, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 200, 78.4, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 199, 78., 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 198, 77.6, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 197, 77.3, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 196, 76.9, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 195, 76.5, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 194, 76.1, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 193, 75.7, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 192, 75.3, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 191, 74.9, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 190, 74.5, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 189, 74.1, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 188, 73.7, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 187, 73.3, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 186, 72.9, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 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626.674}, {500000, 0.01, 100, "STAR", 0, 164, 64.3, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 163, 63.9, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 162, 63.5, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 161, 63.1, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 160, 62.7, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 159, 62.4, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 158, 62., 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 157, 61.6, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 156, 61.2, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, "STAR", 0, 155, 60.8, 0, 0.96, 0.945228, 0.013948, 0.054772, 3.33, 626.674}, {500000, 0.01, 100, 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{500000, 0.01, 100, "smalt", 50, 30, 50., 292, 0.93, 0.93278, 0.000056, 0.06722, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 29, 48.3, 80, 0.93, 0.93294, 0.000056, 0.06706, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 28, 46.7, 1042, 0.94, 0.93502, 0.00006, 0.06498, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 27, 45., 1008, 0.94, 0.937032, 0.000064, 0.062968, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 26, 43.3, 68, 0.94, 0.937168, 0.000064, 0.062832, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 25, 41.7, 528, 0.94, 0.93822, 0.000068, 0.06178, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 24, 40., 253, 0.94, 0.938722, 0.000072, 0.061278, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 23, 38.3, 699, 0.94, 0.940098, 0.000094, 0.059902, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 22, 36.7, 241, 0.94, 0.940578, 0.000096, 0.059422, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 21, 35., 121, 0.94, 0.940814, 0.000102, 0.059186, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 20, 33.3, 214, 0.94, 0.941236, 0.000108, 0.058764, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 19, 31.7, 4283, 0.95, 0.949726, 0.000184, 0.050274, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 18, 30., 108, 0.95, 0.949942, 0.000184, 0.050058, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 17, 28.3, 108, 0.95, 0.950152, 0.00019, 0.049848, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 16, 26.7, 1213, 0.95, 0.952528, 0.00024, 0.047472, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 15, 25., 605, 0.95, 0.95371, 0.000268, 0.04629, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 14, 23.3, 342, 0.95, 0.954274, 0.000388, 0.045726, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 13, 21.7, 630, 0.96, 0.955494, 0.000428, 0.044506, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 12, 20., 188, 0.96, 0.955862, 0.000436, 0.044138, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 11, 18.3, 247, 0.96, 0.95629, 0.000502, 0.04371, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 10, 16.7, 355, 0.96, 0.95694, 0.000562, 0.04306, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 9, 15., 400, 0.96, 0.957536, 0.000766, 0.042464, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 8, 13.3, 184, 0.96, 0.957854, 0.000816, 0.042146, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 7, 11.7, 155, 0.96, 0.958128, 0.000852, 0.041872, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 6, 10., 223, 0.96, 0.958466, 0.00096, 0.041534, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 5, 8.3, 129, 0.96, 0.958656, 0.001028, 0.041344, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 4, 6.7, 219, 0.96, 0.95897, 0.001152, 0.04103, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 3, 5., 9139, 0.98, 0.967724, 0.010676, 0.032276, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 2, 3.3, 3066, 0.98, 0.969738, 0.014794, 0.030262, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 1, 1.7, 4132, 0.99, 0.971334, 0.021462, 0.028666, 3.33, 626.674}, {500000, 0.01, 100, "smalt", 50, 0, 0., 3599, 1., 0.97222, 0.027774, 0.02778, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 199, 100., 227583, 0.46, 0.454954, 0.000212, 0.545046, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 198, 99.5, 0, 0.46, 0.454954, 0.000212, 0.545046, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 197, 99., 128297, 0.71, 0.710994, 0.000766, 0.289006, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 196, 98.5, 0, 0.71, 0.710994, 0.000766, 0.289006, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 195, 98., 35862, 0.78, 0.782048, 0.001436, 0.217952, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 194, 97.5, 0, 0.78, 0.782048, 0.001436, 0.217952, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 193, 97., 7107, 0.8, 0.795616, 0.002082, 0.204384, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 192, 96.5, 0, 0.8, 0.795616, 0.002082, 0.204384, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 191, 96., 1293, 0.8, 0.797774, 0.00251, 0.202226, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 190, 95.5, 0, 0.8, 0.797774, 0.00251, 0.202226, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 189, 95., 351, 0.8, 0.798218, 0.002768, 0.201782, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 188, 94.5, 0, 0.8, 0.798218, 0.002768, 0.201782, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 187, 94., 157, 0.8, 0.79839, 0.00291, 0.20161, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 186, 93.5, 0, 0.8, 0.79839, 0.00291, 0.20161, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 185, 93., 148, 0.8, 0.798534, 0.003062, 0.201466, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 184, 92.5, 0, 0.8, 0.798534, 0.003062, 0.201466, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 183, 92., 132, 0.8, 0.798658, 0.003202, 0.201342, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 182, 91.5, 0, 0.8, 0.798658, 0.003202, 0.201342, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 181, 91., 145, 0.8, 0.798806, 0.003344, 0.201194, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 180, 90.5, 0, 0.8, 0.798806, 0.003344, 0.201194, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 179, 89.9, 8888, 0.82, 0.816418, 0.003508, 0.183582, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 178, 89.4, 6138, 0.83, 0.828686, 0.003516, 0.171314, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 177, 88.9, 6672, 0.85, 0.841852, 0.003694, 0.158148, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 176, 88.4, 3915, 0.85, 0.84966, 0.003716, 0.15034, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 175, 87.9, 2564, 0.86, 0.854644, 0.00386, 0.145356, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 174, 87.4, 1061, 0.86, 0.856742, 0.003884, 0.143258, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 173, 86.9, 704, 0.86, 0.858016, 0.004018, 0.141984, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 172, 86.4, 211, 0.86, 0.858426, 0.00403, 0.141574, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 171, 85.9, 191, 0.86, 0.858722, 0.004116, 0.141278, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 170, 85.4, 41, 0.86, 0.85879, 0.00413, 0.14121, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 169, 84.9, 104, 0.86, 0.858896, 0.004232, 0.141104, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 168, 84.4, 9, 0.86, 0.85891, 0.004236, 0.14109, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 167, 83.9, 61, 0.86, 0.858966, 0.004302, 0.141034, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 166, 83.4, 3, 0.86, 0.858968, 0.004306, 0.141032, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 165, 82.9, 61, 0.86, 0.859034, 0.004362, 0.140966, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 164, 82.4, 6, 0.86, 0.859046, 0.004362, 0.140954, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 163, 81.9, 57, 0.86, 0.859106, 0.004416, 0.140894, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 162, 81.4, 2, 0.86, 0.85911, 0.004416, 0.14089, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 161, 80.9, 56, 0.86, 0.859166, 0.004472, 0.140834, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 160, 80.4, 1, 0.86, 0.859168, 0.004472, 0.140832, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 159, 79.9, 1566, 0.87, 0.862192, 0.00458, 0.137808, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 158, 79.4, 1062, 0.87, 0.864298, 0.004598, 0.135702, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 157, 78.9, 1092, 0.87, 0.866392, 0.004688, 0.133608, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 156, 78.4, 568, 0.87, 0.867508, 0.004708, 0.132492, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 155, 77.9, 412, 0.87, 0.868292, 0.004748, 0.131708, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 154, 77.4, 186, 0.87, 0.86865, 0.004762, 0.13135, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 153, 76.9, 120, 0.87, 0.868846, 0.004806, 0.131154, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 152, 76.4, 32, 0.87, 0.868906, 0.00481, 0.131094, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 151, 75.9, 52, 0.87, 0.86898, 0.00484, 0.13102, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 150, 75.4, 5, 0.87, 0.868988, 0.004842, 0.131012, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 149, 74.9, 28, 0.87, 0.869014, 0.004872, 0.130986, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 148, 74.4, 5, 0.87, 0.869016, 0.00488, 0.130984, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 147, 73.9, 34, 0.87, 0.86905, 0.004914, 0.13095, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 146, 73.4, 3, 0.87, 0.869054, 0.004916, 0.130946, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 145, 72.9, 34, 0.87, 0.869084, 0.004954, 0.130916, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 144, 72.4, 5, 0.87, 0.869092, 0.004956, 0.130908, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 143, 71.9, 32, 0.87, 0.869126, 0.004986, 0.130874, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 142, 71.4, 5, 0.87, 0.86913, 0.004992, 0.13087, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 141, 70.9, 33, 0.87, 0.869174, 0.005014, 0.130826, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 140, 70.4, 4, 0.87, 0.86918, 0.005016, 0.13082, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 139, 69.8, 59, 0.87, 0.86927, 0.005044, 0.13073, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 138, 69.3, 25, 0.87, 0.869316, 0.005048, 0.130684, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 137, 68.8, 94, 0.87, 0.86947, 0.005082, 0.13053, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 136, 68.3, 23, 0.87, 0.86951, 0.005088, 0.13049, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 135, 67.8, 76, 0.87, 0.869618, 0.005132, 0.130382, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 134, 67.3, 14, 0.87, 0.869642, 0.005136, 0.130358, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 133, 66.8, 45, 0.87, 0.869694, 0.005174, 0.130306, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 132, 66.3, 5, 0.87, 0.8697, 0.005178, 0.1303, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 131, 65.8, 51, 0.87, 0.869748, 0.005232, 0.130252, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 130, 65.3, 6, 0.87, 0.869754, 0.005238, 0.130246, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 129, 64.8, 39, 0.88, 0.869806, 0.005264, 0.130194, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 128, 64.3, 6, 0.88, 0.869814, 0.005268, 0.130186, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 127, 63.8, 29, 0.88, 0.869838, 0.005302, 0.130162, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 126, 63.3, 10, 0.88, 0.869844, 0.005316, 0.130156, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 125, 62.8, 30, 0.88, 0.869888, 0.005332, 0.130112, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 124, 62.3, 11, 0.88, 0.8699, 0.005342, 0.1301, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 123, 61.8, 26, 0.88, 0.869928, 0.005366, 0.130072, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 122, 61.3, 5, 0.88, 0.869932, 0.005372, 0.130068, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 121, 60.8, 16, 0.88, 0.869948, 0.005388, 0.130052, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 120, 60.3, 5, 0.88, 0.86995, 0.005396, 0.13005, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 119, 59.8, 22, 0.88, 0.869976, 0.005414, 0.130024, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 118, 59.3, 4, 0.88, 0.869982, 0.005416, 0.130018, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 117, 58.8, 23, 0.88, 0.870006, 0.005438, 0.129994, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 116, 58.3, 5, 0.88, 0.870014, 0.00544, 0.129986, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 115, 57.8, 15, 0.88, 0.870028, 0.005456, 0.129972, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 114, 57.3, 1, 0.88, 0.870028, 0.005458, 0.129972, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 113, 56.8, 22, 0.88, 0.870054, 0.005476, 0.129946, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 112, 56.3, 0, 0.88, 0.870054, 0.005476, 0.129946, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 111, 55.8, 18, 0.88, 0.870076, 0.00549, 0.129924, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 110, 55.3, 1, 0.88, 0.870076, 0.005492, 0.129924, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 109, 54.8, 24, 0.88, 0.870094, 0.005522, 0.129906, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 108, 54.3, 1, 0.88, 0.870094, 0.005524, 0.129906, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 107, 53.8, 17, 0.88, 0.870106, 0.005546, 0.129894, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 106, 53.3, 2, 0.88, 0.870108, 0.005548, 0.129892, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 105, 52.8, 20, 0.88, 0.870124, 0.005572, 0.129876, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 104, 52.3, 1, 0.88, 0.870126, 0.005572, 0.129874, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 103, 51.8, 16, 0.88, 0.870142, 0.005588, 0.129858, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 102, 51.3, 1, 0.88, 0.870144, 0.005588, 0.129856, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 101, 50.8, 18, 0.88, 0.870156, 0.005612, 0.129844, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 100, 50.3, 12, 0.88, 0.870172, 0.00562, 0.129828, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 99, 49.7, 5123, 0.89, 0.876988, 0.00905, 0.123012, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 98, 49.2, 3256, 0.89, 0.881424, 0.011126, 0.118576, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 97, 48.7, 1108, 0.89, 0.882864, 0.011902, 0.117136, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 96, 48.2, 297, 0.9, 0.8832, 0.01216, 0.1168, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 95, 47.7, 70, 0.9, 0.88325, 0.01225, 0.11675, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 94, 47.2, 31, 0.9, 0.883264, 0.012298, 0.116736, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 93, 46.7, 12, 0.9, 0.883266, 0.01232, 0.116734, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 92, 46.2, 19, 0.9, 0.883278, 0.012346, 0.116722, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 91, 45.7, 13, 0.9, 0.883278, 0.012372, 0.116722, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 90, 45.2, 17, 0.9, 0.883292, 0.012392, 0.116708, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 89, 44.7, 439, 0.9, 0.883898, 0.012664, 0.116102, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 88, 44.2, 313, 0.9, 0.88427, 0.012918, 0.11573, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 87, 43.7, 101, 0.9, 0.884378, 0.013012, 0.115622, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 86, 43.2, 49, 0.9, 0.884424, 0.013064, 0.115576, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 85, 42.7, 16, 0.9, 0.884436, 0.013084, 0.115564, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 84, 42.2, 19, 0.9, 0.88445, 0.013108, 0.11555, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 83, 41.7, 6, 0.9, 0.88445, 0.01312, 0.11555, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 82, 41.2, 8, 0.9, 0.884452, 0.013134, 0.115548, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 81, 40.7, 4, 0.9, 0.884454, 0.01314, 0.115546, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 80, 40.2, 12, 0.9, 0.88446, 0.013158, 0.11554, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 79, 39.7, 66, 0.9, 0.884548, 0.013202, 0.115452, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 78, 39.2, 42, 0.9, 0.884602, 0.013232, 0.115398, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 77, 38.7, 28, 0.9, 0.88464, 0.01325, 0.11536, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 76, 38.2, 16, 0.9, 0.884658, 0.013264, 0.115342, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 75, 37.7, 5, 0.9, 0.884662, 0.01327, 0.115338, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 74, 37.2, 6, 0.9, 0.88467, 0.013274, 0.11533, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 73, 36.7, 4, 0.9, 0.884672, 0.01328, 0.115328, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 72, 36.2, 6, 0.9, 0.88468, 0.013284, 0.11532, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 71, 35.7, 3, 0.9, 0.884682, 0.013288, 0.115318, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 70, 35.2, 8, 0.9, 0.884684, 0.013302, 0.115316, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 69, 34.7, 5, 0.9, 0.884688, 0.013308, 0.115312, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 68, 34.2, 7, 0.9, 0.884696, 0.013314, 0.115304, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 67, 33.7, 8, 0.9, 0.884704, 0.013322, 0.115296, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 66, 33.2, 1685, 0.9, 0.886486, 0.01491, 0.113514, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 65, 32.7, 1466, 0.9, 0.888138, 0.01619, 0.111862, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 64, 32.2, 108, 0.9, 0.888226, 0.016318, 0.111774, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 63, 31.7, 43, 0.9, 0.888246, 0.016384, 0.111754, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 62, 31.2, 6, 0.9, 0.888246, 0.016396, 0.111754, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 61, 30.7, 23, 0.9, 0.888252, 0.016436, 0.111748, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 60, 30.2, 4, 0.9, 0.888254, 0.016442, 0.111746, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 59, 29.6, 208, 0.91, 0.888468, 0.016644, 0.111532, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 58, 29.1, 80, 0.91, 0.888532, 0.01674, 0.111468, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 57, 28.6, 30, 0.91, 0.888546, 0.016786, 0.111454, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 56, 28.1, 6, 0.91, 0.88855, 0.016794, 0.11145, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 55, 27.6, 6, 0.91, 0.888556, 0.0168, 0.111444, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 54, 27.1, 4, 0.91, 0.888556, 0.016808, 0.111444, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 53, 26.6, 24, 0.91, 0.888578, 0.016834, 0.111422, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 52, 26.1, 30, 0.91, 0.8886, 0.016872, 0.1114, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 51, 25.6, 13, 0.91, 0.88861, 0.016888, 0.11139, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 50, 25.1, 5, 0.91, 0.888616, 0.016892, 0.111384, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 49, 24.6, 5407, 0.92, 0.894276, 0.022046, 0.105724, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 48, 24.1, 1081, 0.92, 0.89517, 0.023314, 0.10483, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 47, 23.6, 186, 0.92, 0.895208, 0.023648, 0.104792, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 46, 23.1, 83, 0.92, 0.895212, 0.02381, 0.104788, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 45, 22.6, 49, 0.92, 0.895224, 0.023896, 0.104776, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 44, 22.1, 483, 0.92, 0.89568, 0.024406, 0.10432, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 43, 21.6, 173, 0.92, 0.895788, 0.024644, 0.104212, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 42, 21.1, 56, 0.92, 0.8958, 0.024744, 0.1042, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 41, 20.6, 30, 0.92, 0.895804, 0.0248, 0.104196, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 40, 20.1, 22, 0.92, 0.895812, 0.024836, 0.104188, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 39, 19.6, 75, 0.92, 0.895852, 0.024946, 0.104148, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 38, 19.1, 42, 0.92, 0.89587, 0.025012, 0.10413, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 37, 18.6, 19, 0.92, 0.895878, 0.025042, 0.104122, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 36, 18.1, 14, 0.92, 0.895882, 0.025066, 0.104118, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 35, 17.6, 8, 0.92, 0.895882, 0.025082, 0.104118, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 34, 17.1, 9, 0.92, 0.895884, 0.025098, 0.104116, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 33, 16.6, 12, 0.92, 0.895886, 0.02512, 0.104114, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 32, 16.1, 8, 0.92, 0.89589, 0.025132, 0.10411, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 31, 15.6, 18, 0.92, 0.895896, 0.025162, 0.104104, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 30, 15.1, 8, 0.92, 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626.674}, {500000, 0.01, 100, "subread", 0, 9, 4.5, 2, 0.92, 0.895932, 0.025268, 0.104068, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 8, 4., 1, 0.92, 0.895932, 0.02527, 0.104068, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 7, 3.5, 1, 0.92, 0.895934, 0.02527, 0.104066, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 6, 3., 0, 0.92, 0.895934, 0.02527, 0.104066, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 5, 2.5, 2, 0.92, 0.895936, 0.025272, 0.104064, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 4, 2., 4, 0.92, 0.895942, 0.025274, 0.104058, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 3, 1.5, 0, 0.92, 0.895942, 0.025274, 0.104058, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 2, 1., 0, 0.92, 0.895942, 0.025274, 0.104058, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 1, 0.5, 16, 0.92, 0.895956, 0.025292, 0.104044, 3.33, 626.674}, {500000, 0.01, 100, "subread", 0, 0, 0., 0, 0.92, 0.895956, 0.025292, 0.104044, 3.33, 626.674}, {500000, 0.01, 100, 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0.01, 100, "subread", 1, 189, 95., 351, 0.8, 0.799976, 0.00101, 0.200024, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 188, 94.5, 0, 0.8, 0.799976, 0.00101, 0.200024, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 187, 94., 157, 0.8, 0.800226, 0.001074, 0.199774, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 186, 93.5, 0, 0.8, 0.800226, 0.001074, 0.199774, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 185, 93., 148, 0.8, 0.800472, 0.001124, 0.199528, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 184, 92.5, 0, 0.8, 0.800472, 0.001124, 0.199528, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 183, 92., 132, 0.8, 0.800688, 0.001172, 0.199312, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 182, 91.5, 0, 0.8, 0.800688, 0.001172, 0.199312, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 181, 91., 145, 0.8, 0.80092, 0.00123, 0.19908, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 180, 90.5, 0, 0.8, 0.80092, 0.00123, 0.19908, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 179, 89.9, 8888, 0.82, 0.81864, 0.001286, 0.18136, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 178, 89.4, 6138, 0.83, 0.830912, 0.00129, 0.169088, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 177, 88.9, 6672, 0.85, 0.844198, 0.001348, 0.155802, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 176, 88.4, 3915, 0.85, 0.852014, 0.001362, 0.147986, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 175, 87.9, 2564, 0.86, 0.857098, 0.001406, 0.142902, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 174, 87.4, 1061, 0.86, 0.859212, 0.001414, 0.140788, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 173, 86.9, 704, 0.86, 0.860584, 0.00145, 0.139416, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 172, 86.4, 211, 0.86, 0.861002, 0.001454, 0.138998, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 171, 85.9, 191, 0.86, 0.86136, 0.001478, 0.13864, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 170, 85.4, 41, 0.86, 0.86144, 0.00148, 0.13856, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 169, 84.9, 104, 0.86, 0.861612, 0.001516, 0.138388, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 168, 84.4, 9, 0.86, 0.86163, 0.001516, 0.13837, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 167, 83.9, 61, 0.86, 0.861724, 0.001544, 0.138276, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 166, 83.4, 3, 0.86, 0.861728, 0.001546, 0.138272, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 165, 82.9, 61, 0.86, 0.86182, 0.001576, 0.13818, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 164, 82.4, 6, 0.86, 0.861832, 0.001576, 0.138168, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 163, 81.9, 57, 0.86, 0.86192, 0.001602, 0.13808, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 162, 81.4, 2, 0.86, 0.861924, 0.001602, 0.138076, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 161, 80.9, 56, 0.86, 0.862016, 0.001622, 0.137984, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 160, 80.4, 1, 0.86, 0.862018, 0.001622, 0.137982, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 159, 79.9, 1566, 0.87, 0.865098, 0.001674, 0.134902, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 158, 79.4, 1062, 0.87, 0.867218, 0.001678, 0.132782, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 157, 78.9, 1092, 0.87, 0.869354, 0.001726, 0.130646, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 156, 78.4, 568, 0.87, 0.870486, 0.00173, 0.129514, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 155, 77.9, 412, 0.87, 0.871292, 0.001748, 0.128708, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 154, 77.4, 186, 0.87, 0.87166, 0.001752, 0.12834, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 153, 76.9, 120, 0.87, 0.871878, 0.001774, 0.128122, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 152, 76.4, 32, 0.87, 0.871938, 0.001778, 0.128062, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 151, 75.9, 52, 0.87, 0.872034, 0.001786, 0.127966, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 150, 75.4, 5, 0.87, 0.872042, 0.001788, 0.127958, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 149, 74.9, 28, 0.87, 0.872084, 0.001802, 0.127916, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 148, 74.4, 5, 0.87, 0.87209, 0.001806, 0.12791, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 147, 73.9, 34, 0.87, 0.872148, 0.001816, 0.127852, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 146, 73.4, 3, 0.87, 0.872152, 0.001818, 0.127848, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 145, 72.9, 34, 0.87, 0.872204, 0.001834, 0.127796, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 144, 72.4, 5, 0.87, 0.872214, 0.001834, 0.127786, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 143, 71.9, 32, 0.87, 0.872256, 0.001856, 0.127744, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 142, 71.4, 5, 0.87, 0.872264, 0.001858, 0.127736, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 141, 70.9, 33, 0.87, 0.872324, 0.001864, 0.127676, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 140, 70.4, 4, 0.87, 0.872332, 0.001864, 0.127668, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 139, 69.8, 59, 0.87, 0.872438, 0.001876, 0.127562, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 138, 69.3, 25, 0.87, 0.872484, 0.00188, 0.127516, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 137, 68.8, 94, 0.87, 0.872652, 0.0019, 0.127348, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 136, 68.3, 23, 0.87, 0.872696, 0.001902, 0.127304, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 135, 67.8, 76, 0.87, 0.87282, 0.00193, 0.12718, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 134, 67.3, 14, 0.87, 0.872846, 0.001932, 0.127154, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 133, 66.8, 45, 0.87, 0.872916, 0.001952, 0.127084, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 132, 66.3, 5, 0.87, 0.872922, 0.001956, 0.127078, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 131, 65.8, 51, 0.87, 0.872996, 0.001984, 0.127004, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 130, 65.3, 6, 0.87, 0.873004, 0.001988, 0.126996, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 129, 64.8, 39, 0.88, 0.873064, 0.002006, 0.126936, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 128, 64.3, 6, 0.88, 0.873074, 0.002008, 0.126926, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 127, 63.8, 29, 0.88, 0.873116, 0.002024, 0.126884, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 126, 63.3, 10, 0.88, 0.873124, 0.002036, 0.126876, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 125, 62.8, 30, 0.88, 0.873182, 0.002038, 0.126818, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 124, 62.3, 11, 0.88, 0.873196, 0.002046, 0.126804, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 123, 61.8, 26, 0.88, 0.873236, 0.002058, 0.126764, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 122, 61.3, 5, 0.88, 0.87324, 0.002064, 0.12676, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 121, 60.8, 16, 0.88, 0.873266, 0.00207, 0.126734, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 120, 60.3, 5, 0.88, 0.87327, 0.002076, 0.12673, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 119, 59.8, 22, 0.88, 0.873304, 0.002086, 0.126696, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 118, 59.3, 4, 0.88, 0.873312, 0.002086, 0.126688, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 117, 58.8, 23, 0.88, 0.873354, 0.00209, 0.126646, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 116, 58.3, 5, 0.88, 0.873362, 0.002092, 0.126638, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 115, 57.8, 15, 0.88, 0.87339, 0.002094, 0.12661, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 114, 57.3, 1, 0.88, 0.873392, 0.002094, 0.126608, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 113, 56.8, 22, 0.88, 0.873432, 0.002098, 0.126568, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 112, 56.3, 0, 0.88, 0.873432, 0.002098, 0.126568, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 111, 55.8, 18, 0.88, 0.873466, 0.0021, 0.126534, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 110, 55.3, 1, 0.88, 0.873466, 0.002102, 0.126534, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 109, 54.8, 24, 0.88, 0.873508, 0.002108, 0.126492, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 108, 54.3, 1, 0.88, 0.873508, 0.00211, 0.126492, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 107, 53.8, 17, 0.88, 0.873534, 0.002118, 0.126466, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 106, 53.3, 2, 0.88, 0.873538, 0.002118, 0.126462, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 105, 52.8, 20, 0.88, 0.873576, 0.00212, 0.126424, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 104, 52.3, 1, 0.88, 0.873578, 0.00212, 0.126422, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 103, 51.8, 16, 0.88, 0.873606, 0.002124, 0.126394, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 102, 51.3, 1, 0.88, 0.873608, 0.002124, 0.126392, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 101, 50.8, 18, 0.88, 0.873642, 0.002126, 0.126358, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 100, 50.3, 12, 0.88, 0.873666, 0.002126, 0.126334, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 99, 49.7, 5123, 0.89, 0.880482, 0.005556, 0.119518, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 98, 49.2, 3256, 0.89, 0.884942, 0.007608, 0.115058, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 97, 48.7, 1108, 0.89, 0.886394, 0.008372, 0.113606, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 96, 48.2, 297, 0.9, 0.886746, 0.008614, 0.113254, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 95, 47.7, 70, 0.9, 0.886802, 0.008698, 0.113198, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 94, 47.2, 31, 0.9, 0.886828, 0.008734, 0.113172, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 93, 46.7, 12, 0.9, 0.88683, 0.008756, 0.11317, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 92, 46.2, 19, 0.9, 0.886848, 0.008776, 0.113152, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 91, 45.7, 13, 0.9, 0.886852, 0.008798, 0.113148, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 90, 45.2, 17, 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0.00951, 0.111892, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 79, 39.7, 66, 0.9, 0.888198, 0.009552, 0.111802, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 78, 39.2, 42, 0.9, 0.888256, 0.009578, 0.111744, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 77, 38.7, 28, 0.9, 0.888296, 0.009594, 0.111704, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 76, 38.2, 16, 0.9, 0.888318, 0.009604, 0.111682, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 75, 37.7, 5, 0.9, 0.888324, 0.009608, 0.111676, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 74, 37.2, 6, 0.9, 0.888334, 0.00961, 0.111666, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 73, 36.7, 4, 0.9, 0.88834, 0.009612, 0.11166, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 72, 36.2, 6, 0.9, 0.88835, 0.009614, 0.11165, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 71, 35.7, 3, 0.9, 0.888354, 0.009616, 0.111646, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 70, 35.2, 8, 0.9, 0.88836, 0.009626, 0.11164, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 69, 34.7, 5, 0.9, 0.888366, 0.00963, 0.111634, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 68, 34.2, 7, 0.9, 0.888376, 0.009634, 0.111624, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 67, 33.7, 8, 0.9, 0.888386, 0.00964, 0.111614, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 66, 33.2, 1685, 0.9, 0.890168, 0.011228, 0.109832, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 65, 32.7, 1466, 0.9, 0.891822, 0.012506, 0.108178, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 64, 32.2, 108, 0.9, 0.891912, 0.012632, 0.108088, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 63, 31.7, 43, 0.9, 0.891934, 0.012696, 0.108066, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 62, 31.2, 6, 0.9, 0.891934, 0.012708, 0.108066, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 61, 30.7, 23, 0.9, 0.891944, 0.012744, 0.108056, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 60, 30.2, 4, 0.9, 0.891946, 0.01275, 0.108054, 3.33, 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{500000, 0.01, 100, "subread", 1, 49, 24.6, 5407, 0.92, 0.897996, 0.018326, 0.102004, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 48, 24.1, 1081, 0.92, 0.8989, 0.019584, 0.1011, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 47, 23.6, 186, 0.92, 0.89895, 0.019906, 0.10105, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 46, 23.1, 83, 0.92, 0.898962, 0.02006, 0.101038, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 45, 22.6, 49, 0.92, 0.898978, 0.020142, 0.101022, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 44, 22.1, 483, 0.92, 0.899438, 0.020648, 0.100562, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 43, 21.6, 173, 0.92, 0.899548, 0.020884, 0.100452, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 42, 21.1, 56, 0.92, 0.89956, 0.020984, 0.10044, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 41, 20.6, 30, 0.92, 0.899566, 0.021038, 0.100434, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 40, 20.1, 22, 0.92, 0.89958, 0.021068, 0.10042, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 39, 19.6, 75, 0.92, 0.899626, 0.021172, 0.100374, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 38, 19.1, 42, 0.92, 0.899654, 0.021228, 0.100346, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 37, 18.6, 19, 0.92, 0.899666, 0.021254, 0.100334, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 36, 18.1, 14, 0.92, 0.899674, 0.021274, 0.100326, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 35, 17.6, 8, 0.92, 0.899676, 0.021288, 0.100324, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 34, 17.1, 9, 0.92, 0.899678, 0.021304, 0.100322, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 33, 16.6, 12, 0.92, 0.899682, 0.021324, 0.100318, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 32, 16.1, 8, 0.92, 0.899686, 0.021336, 0.100314, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 31, 15.6, 18, 0.92, 0.899696, 0.021362, 0.100304, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 30, 15.1, 8, 0.92, 0.899698, 0.021376, 0.100302, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 29, 14.6, 12, 0.92, 0.899706, 0.021392, 0.100294, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 28, 14.1, 8, 0.92, 0.899712, 0.021402, 0.100288, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 27, 13.6, 3, 0.92, 0.899714, 0.021406, 0.100286, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 26, 13.1, 3, 0.92, 0.899716, 0.02141, 0.100284, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 25, 12.6, 5, 0.92, 0.89972, 0.021416, 0.10028, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 24, 12.1, 1, 0.92, 0.89972, 0.021418, 0.10028, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 23, 11.6, 1, 0.92, 0.899722, 0.021418, 0.100278, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 22, 11.1, 1, 0.92, 0.899722, 0.02142, 0.100278, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 21, 10.6, 2, 0.92, 0.899724, 0.021422, 0.100276, 3.33, 626.674}, {500000, 0.01, 100, "subread", 1, 20, 10.1, 2, 0.92, 0.899726, 0.021424, 0.100274, 3.33, 626.674}, {500000, 0.01, 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0.00033, 0.180404, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 178, 89.4, 6138, 0.83, 0.831868, 0.000334, 0.168132, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 177, 88.9, 6672, 0.85, 0.845196, 0.00035, 0.154804, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 176, 88.4, 3915, 0.85, 0.853018, 0.000358, 0.146982, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 175, 87.9, 2564, 0.86, 0.858136, 0.000368, 0.141864, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 174, 87.4, 1061, 0.86, 0.860256, 0.00037, 0.139744, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 173, 86.9, 704, 0.86, 0.861658, 0.000376, 0.138342, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 172, 86.4, 211, 0.86, 0.862078, 0.000378, 0.137922, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 171, 85.9, 191, 0.86, 0.86246, 0.000378, 0.13754, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 170, 85.4, 41, 0.86, 0.862542, 0.000378, 0.137458, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 169, 84.9, 104, 0.86, 0.862748, 0.00038, 0.137252, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 168, 84.4, 9, 0.86, 0.862766, 0.00038, 0.137234, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 167, 83.9, 61, 0.86, 0.862886, 0.000382, 0.137114, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 166, 83.4, 3, 0.86, 0.862892, 0.000382, 0.137108, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 165, 82.9, 61, 0.86, 0.863012, 0.000384, 0.136988, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 164, 82.4, 6, 0.86, 0.863024, 0.000384, 0.136976, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 163, 81.9, 57, 0.86, 0.863138, 0.000384, 0.136862, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 162, 81.4, 2, 0.86, 0.863142, 0.000384, 0.136858, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 161, 80.9, 56, 0.86, 0.863254, 0.000384, 0.136746, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 160, 80.4, 1, 0.86, 0.863256, 0.000384, 0.136744, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 159, 79.9, 1566, 0.87, 0.866388, 0.000384, 0.133612, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 158, 79.4, 1062, 0.87, 0.868508, 0.000388, 0.131492, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 157, 78.9, 1092, 0.87, 0.87069, 0.00039, 0.12931, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 156, 78.4, 568, 0.87, 0.871822, 0.000394, 0.128178, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 155, 77.9, 412, 0.87, 0.872644, 0.000396, 0.127356, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 154, 77.4, 186, 0.87, 0.873014, 0.000398, 0.126986, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 153, 76.9, 120, 0.87, 0.873254, 0.000398, 0.126746, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 152, 76.4, 32, 0.87, 0.873316, 0.0004, 0.126684, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 151, 75.9, 52, 0.87, 0.873418, 0.000402, 0.126582, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 150, 75.4, 5, 0.87, 0.873426, 0.000404, 0.126574, 3.33, 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0.126208, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 139, 69.8, 59, 0.87, 0.873908, 0.000406, 0.126092, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 138, 69.3, 25, 0.87, 0.873958, 0.000406, 0.126042, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 137, 68.8, 94, 0.87, 0.874146, 0.000406, 0.125854, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 136, 68.3, 23, 0.87, 0.874192, 0.000406, 0.125808, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 135, 67.8, 76, 0.87, 0.874344, 0.000406, 0.125656, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 134, 67.3, 14, 0.87, 0.874372, 0.000406, 0.125628, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 133, 66.8, 45, 0.87, 0.87446, 0.000408, 0.12554, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 132, 66.3, 5, 0.87, 0.87447, 0.000408, 0.12553, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 131, 65.8, 51, 0.87, 0.874572, 0.000408, 0.125428, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 130, 65.3, 6, 0.87, 0.874584, 0.000408, 0.125416, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 129, 64.8, 39, 0.88, 0.874662, 0.000408, 0.125338, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 128, 64.3, 6, 0.88, 0.874674, 0.000408, 0.125326, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 127, 63.8, 29, 0.88, 0.874732, 0.000408, 0.125268, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 126, 63.3, 10, 0.88, 0.874752, 0.000408, 0.125248, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 125, 62.8, 30, 0.88, 0.87481, 0.00041, 0.12519, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 124, 62.3, 11, 0.88, 0.874832, 0.00041, 0.125168, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 123, 61.8, 26, 0.88, 0.874882, 0.000412, 0.125118, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 122, 61.3, 5, 0.88, 0.874892, 0.000412, 0.125108, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 121, 60.8, 16, 0.88, 0.874924, 0.000412, 0.125076, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 120, 60.3, 5, 0.88, 0.874934, 0.000412, 0.125066, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 119, 59.8, 22, 0.88, 0.874978, 0.000412, 0.125022, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 118, 59.3, 4, 0.88, 0.874986, 0.000412, 0.125014, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 117, 58.8, 23, 0.88, 0.875032, 0.000412, 0.124968, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 116, 58.3, 5, 0.88, 0.875042, 0.000412, 0.124958, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 115, 57.8, 15, 0.88, 0.875072, 0.000412, 0.124928, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 114, 57.3, 1, 0.88, 0.875074, 0.000412, 0.124926, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 113, 56.8, 22, 0.88, 0.875118, 0.000412, 0.124882, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 112, 56.3, 0, 0.88, 0.875118, 0.000412, 0.124882, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 111, 55.8, 18, 0.88, 0.875154, 0.000412, 0.124846, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 110, 55.3, 1, 0.88, 0.875156, 0.000412, 0.124844, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 109, 54.8, 24, 0.88, 0.875202, 0.000414, 0.124798, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 108, 54.3, 1, 0.88, 0.875204, 0.000414, 0.124796, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 107, 53.8, 17, 0.88, 0.875238, 0.000414, 0.124762, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 106, 53.3, 2, 0.88, 0.875242, 0.000414, 0.124758, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 105, 52.8, 20, 0.88, 0.875282, 0.000414, 0.124718, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 104, 52.3, 1, 0.88, 0.875284, 0.000414, 0.124716, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 103, 51.8, 16, 0.88, 0.875316, 0.000414, 0.124684, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 102, 51.3, 1, 0.88, 0.875318, 0.000414, 0.124682, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 101, 50.8, 18, 0.88, 0.875354, 0.000414, 0.124646, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 100, 50.3, 12, 0.88, 0.875378, 0.000414, 0.124622, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 99, 49.7, 5123, 0.89, 0.882194, 0.003844, 0.117806, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 98, 49.2, 3256, 0.89, 0.88666, 0.00589, 0.11334, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 97, 48.7, 1108, 0.89, 0.888114, 0.006652, 0.111886, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 96, 48.2, 297, 0.9, 0.888474, 0.006886, 0.111526, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 95, 47.7, 70, 0.9, 0.888534, 0.006966, 0.111466, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 94, 47.2, 31, 0.9, 0.888574, 0.006988, 0.111426, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 93, 46.7, 12, 0.9, 0.888582, 0.007004, 0.111418, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 92, 46.2, 19, 0.9, 0.888612, 0.007012, 0.111388, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 91, 45.7, 13, 0.9, 0.888618, 0.007032, 0.111382, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 90, 45.2, 17, 0.9, 0.888646, 0.007038, 0.111354, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 89, 44.7, 439, 0.9, 0.889258, 0.007304, 0.110742, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 88, 44.2, 313, 0.9, 0.889656, 0.007532, 0.110344, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 87, 43.7, 101, 0.9, 0.889768, 0.007622, 0.110232, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 86, 43.2, 49, 0.9, 0.889832, 0.007656, 0.110168, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 85, 42.7, 16, 0.9, 0.889848, 0.007672, 0.110152, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 84, 42.2, 19, 0.9, 0.88987, 0.007688, 0.11013, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 83, 41.7, 6, 0.9, 0.889872, 0.007698, 0.110128, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 82, 41.2, 8, 0.9, 0.88988, 0.007706, 0.11012, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 81, 40.7, 4, 0.9, 0.889886, 0.007708, 0.110114, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 80, 40.2, 12, 0.9, 0.889902, 0.007716, 0.110098, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 79, 39.7, 66, 0.9, 0.889994, 0.007756, 0.110006, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 78, 39.2, 42, 0.9, 0.890054, 0.00778, 0.109946, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 77, 38.7, 28, 0.9, 0.890094, 0.007796, 0.109906, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 76, 38.2, 16, 0.9, 0.890116, 0.007806, 0.109884, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 75, 37.7, 5, 0.9, 0.890122, 0.00781, 0.109878, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 74, 37.2, 6, 0.9, 0.890132, 0.007812, 0.109868, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 73, 36.7, 4, 0.9, 0.890138, 0.007814, 0.109862, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 72, 36.2, 6, 0.9, 0.890148, 0.007816, 0.109852, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 71, 35.7, 3, 0.9, 0.890152, 0.007818, 0.109848, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 70, 35.2, 8, 0.9, 0.890162, 0.007824, 0.109838, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 69, 34.7, 5, 0.9, 0.89017, 0.007826, 0.10983, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 68, 34.2, 7, 0.9, 0.89018, 0.00783, 0.10982, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 67, 33.7, 8, 0.9, 0.89019, 0.007836, 0.10981, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 66, 33.2, 1685, 0.9, 0.891972, 0.009424, 0.108028, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 65, 32.7, 1466, 0.9, 0.893628, 0.0107, 0.106372, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 64, 32.2, 108, 0.9, 0.893724, 0.01082, 0.106276, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 63, 31.7, 43, 0.9, 0.893746, 0.010884, 0.106254, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 62, 31.2, 6, 0.9, 0.893746, 0.010896, 0.106254, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 61, 30.7, 23, 0.9, 0.893758, 0.01093, 0.106242, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 60, 30.2, 4, 0.9, 0.89376, 0.010936, 0.10624, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 59, 29.6, 208, 0.91, 0.89398, 0.011132, 0.10602, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 58, 29.1, 80, 0.91, 0.894048, 0.011224, 0.105952, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 57, 28.6, 30, 0.91, 0.894068, 0.011264, 0.105932, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 56, 28.1, 6, 0.91, 0.894072, 0.011272, 0.105928, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 55, 27.6, 6, 0.91, 0.89408, 0.011276, 0.10592, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 54, 27.1, 4, 0.91, 0.894088, 0.011276, 0.105912, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 53, 26.6, 24, 0.91, 0.89412, 0.011292, 0.10588, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 52, 26.1, 30, 0.91, 0.894148, 0.011324, 0.105852, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 51, 25.6, 13, 0.91, 0.894158, 0.01134, 0.105842, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 50, 25.1, 5, 0.91, 0.894164, 0.011344, 0.105836, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 49, 24.6, 5407, 0.92, 0.89983, 0.016492, 0.10017, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 48, 24.1, 1081, 0.92, 0.90074, 0.017744, 0.09926, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 47, 23.6, 186, 0.92, 0.900792, 0.018064, 0.099208, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 46, 23.1, 83, 0.92, 0.900804, 0.018218, 0.099196, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 45, 22.6, 49, 0.92, 0.900824, 0.018296, 0.099176, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 44, 22.1, 483, 0.92, 0.901286, 0.0188, 0.098714, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 43, 21.6, 173, 0.92, 0.901398, 0.019034, 0.098602, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 42, 21.1, 56, 0.92, 0.901412, 0.019132, 0.098588, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 41, 20.6, 30, 0.92, 0.901418, 0.019186, 0.098582, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 40, 20.1, 22, 0.92, 0.901432, 0.019216, 0.098568, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 39, 19.6, 75, 0.92, 0.901478, 0.01932, 0.098522, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 38, 19.1, 42, 0.92, 0.901506, 0.019376, 0.098494, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 37, 18.6, 19, 0.92, 0.901518, 0.019402, 0.098482, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 36, 18.1, 14, 0.92, 0.901526, 0.019422, 0.098474, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 35, 17.6, 8, 0.92, 0.901532, 0.019432, 0.098468, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 34, 17.1, 9, 0.92, 0.901534, 0.019448, 0.098466, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 33, 16.6, 12, 0.92, 0.90154, 0.019466, 0.09846, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 32, 16.1, 8, 0.92, 0.901546, 0.019476, 0.098454, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 31, 15.6, 18, 0.92, 0.901556, 0.019502, 0.098444, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 30, 15.1, 8, 0.92, 0.901558, 0.019516, 0.098442, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 29, 14.6, 12, 0.92, 0.901566, 0.019532, 0.098434, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 28, 14.1, 8, 0.92, 0.901574, 0.01954, 0.098426, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 27, 13.6, 3, 0.92, 0.901578, 0.019542, 0.098422, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 26, 13.1, 3, 0.92, 0.90158, 0.019546, 0.09842, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 25, 12.6, 5, 0.92, 0.901584, 0.019552, 0.098416, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 24, 12.1, 1, 0.92, 0.901584, 0.019554, 0.098416, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 23, 11.6, 1, 0.92, 0.901586, 0.019554, 0.098414, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 22, 11.1, 1, 0.92, 0.901588, 0.019554, 0.098412, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 21, 10.6, 2, 0.92, 0.90159, 0.019556, 0.09841, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 20, 10.1, 2, 0.92, 0.901592, 0.019558, 0.098408, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 19, 9.5, 2, 0.92, 0.901592, 0.019562, 0.098408, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 18, 9., 1, 0.92, 0.901594, 0.019562, 0.098406, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 17, 8.5, 6, 0.92, 0.901604, 0.019564, 0.098396, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 16, 8., 4, 0.92, 0.90161, 0.019566, 0.09839, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 15, 7.5, 2, 0.92, 0.901614, 0.019566, 0.098386, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 14, 7., 2, 0.92, 0.901616, 0.019568, 0.098384, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 13, 6.5, 1, 0.92, 0.901618, 0.019568, 0.098382, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 12, 6., 2, 0.92, 0.901622, 0.019568, 0.098378, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 11, 5.5, 2, 0.92, 0.901626, 0.019568, 0.098374, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 10, 5., 1, 0.92, 0.901628, 0.019568, 0.098372, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 9, 4.5, 2, 0.92, 0.901632, 0.019568, 0.098368, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 8, 4., 1, 0.92, 0.901634, 0.019568, 0.098366, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 7, 3.5, 1, 0.92, 0.901636, 0.019568, 0.098364, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 6, 3., 0, 0.92, 0.901636, 0.019568, 0.098364, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 5, 2.5, 2, 0.92, 0.90164, 0.019568, 0.09836, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 4, 2., 4, 0.92, 0.901648, 0.019568, 0.098352, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 3, 1.5, 0, 0.92, 0.901648, 0.019568, 0.098352, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 2, 1., 0, 0.92, 0.901648, 0.019568, 0.098352, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 1, 0.5, 16, 0.92, 0.90168, 0.019568, 0.09832, 3.33, 626.674}, {500000, 0.01, 100, "subread", 20, 0, 0., 0, 0.92, 0.90168, 0.019568, 0.09832, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 199, 100., 227583, 0.46, 0.455048, 0.000118, 0.544952, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 198, 99.5, 0, 0.46, 0.455048, 0.000118, 0.544952, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 197, 99., 128297, 0.71, 0.711542, 0.000218, 0.288458, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 196, 98.5, 0, 0.71, 0.711542, 0.000218, 0.288458, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 195, 98., 35862, 0.78, 0.78322, 0.000264, 0.21678, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 194, 97.5, 0, 0.78, 0.78322, 0.000264, 0.21678, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 193, 97., 7107, 0.8, 0.79741, 0.000288, 0.20259, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 192, 96.5, 0, 0.8, 0.79741, 0.000288, 0.20259, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 191, 96., 1293, 0.8, 0.799982, 0.000302, 0.200018, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 190, 95.5, 0, 0.8, 0.799982, 0.000302, 0.200018, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 189, 95., 351, 0.8, 0.800682, 0.000304, 0.199318, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 188, 94.5, 0, 0.8, 0.800682, 0.000304, 0.199318, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 187, 94., 157, 0.8, 0.80099, 0.00031, 0.19901, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 186, 93.5, 0, 0.8, 0.80099, 0.00031, 0.19901, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 185, 93., 148, 0.8, 0.801282, 0.000314, 0.198718, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 184, 92.5, 0, 0.8, 0.801282, 0.000314, 0.198718, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 183, 92., 132, 0.8, 0.801544, 0.000316, 0.198456, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 182, 91.5, 0, 0.8, 0.801544, 0.000316, 0.198456, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 181, 91., 145, 0.8, 0.801828, 0.000322, 0.198172, 3.33, 626.674}, {500000, 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{500000, 0.01, 100, "subread", 50, 121, 60.8, 16, 0.88, 0.874926, 0.00041, 0.125074, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 120, 60.3, 5, 0.88, 0.874936, 0.00041, 0.125064, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 119, 59.8, 22, 0.88, 0.87498, 0.00041, 0.12502, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 118, 59.3, 4, 0.88, 0.874988, 0.00041, 0.125012, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 117, 58.8, 23, 0.88, 0.875034, 0.00041, 0.124966, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 116, 58.3, 5, 0.88, 0.875044, 0.00041, 0.124956, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 115, 57.8, 15, 0.88, 0.875074, 0.00041, 0.124926, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 114, 57.3, 1, 0.88, 0.875076, 0.00041, 0.124924, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 113, 56.8, 22, 0.88, 0.87512, 0.00041, 0.12488, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 112, 56.3, 0, 0.88, 0.87512, 0.00041, 0.12488, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 111, 55.8, 18, 0.88, 0.875156, 0.00041, 0.124844, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 110, 55.3, 1, 0.88, 0.875158, 0.00041, 0.124842, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 109, 54.8, 24, 0.88, 0.875204, 0.000412, 0.124796, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 108, 54.3, 1, 0.88, 0.875206, 0.000412, 0.124794, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 107, 53.8, 17, 0.88, 0.87524, 0.000412, 0.12476, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 106, 53.3, 2, 0.88, 0.875244, 0.000412, 0.124756, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 105, 52.8, 20, 0.88, 0.875284, 0.000412, 0.124716, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 104, 52.3, 1, 0.88, 0.875286, 0.000412, 0.124714, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 103, 51.8, 16, 0.88, 0.875318, 0.000412, 0.124682, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 102, 51.3, 1, 0.88, 0.87532, 0.000412, 0.12468, 3.33, 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0.111378, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 91, 45.7, 13, 0.9, 0.888628, 0.007022, 0.111372, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 90, 45.2, 17, 0.9, 0.888656, 0.007028, 0.111344, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 89, 44.7, 439, 0.9, 0.889268, 0.007294, 0.110732, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 88, 44.2, 313, 0.9, 0.889666, 0.007522, 0.110334, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 87, 43.7, 101, 0.9, 0.889778, 0.007612, 0.110222, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 86, 43.2, 49, 0.9, 0.889842, 0.007646, 0.110158, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 85, 42.7, 16, 0.9, 0.889858, 0.007662, 0.110142, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 84, 42.2, 19, 0.9, 0.88988, 0.007678, 0.11012, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 83, 41.7, 6, 0.9, 0.889882, 0.007688, 0.110118, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 82, 41.2, 8, 0.9, 0.88989, 0.007696, 0.11011, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 81, 40.7, 4, 0.9, 0.889896, 0.007698, 0.110104, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 80, 40.2, 12, 0.9, 0.889912, 0.007706, 0.110088, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 79, 39.7, 66, 0.9, 0.890004, 0.007746, 0.109996, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 78, 39.2, 42, 0.9, 0.890064, 0.00777, 0.109936, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 77, 38.7, 28, 0.9, 0.890104, 0.007786, 0.109896, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 76, 38.2, 16, 0.9, 0.890126, 0.007796, 0.109874, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 75, 37.7, 5, 0.9, 0.890132, 0.0078, 0.109868, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 74, 37.2, 6, 0.9, 0.890142, 0.007802, 0.109858, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 73, 36.7, 4, 0.9, 0.890148, 0.007804, 0.109852, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 72, 36.2, 6, 0.9, 0.890158, 0.007806, 0.109842, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 71, 35.7, 3, 0.9, 0.890162, 0.007808, 0.109838, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 70, 35.2, 8, 0.9, 0.890172, 0.007814, 0.109828, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 69, 34.7, 5, 0.9, 0.89018, 0.007816, 0.10982, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 68, 34.2, 7, 0.9, 0.89019, 0.00782, 0.10981, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 67, 33.7, 8, 0.9, 0.8902, 0.007826, 0.1098, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 66, 33.2, 1685, 0.9, 0.891982, 0.009414, 0.108018, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 65, 32.7, 1466, 0.9, 0.893642, 0.010686, 0.106358, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 64, 32.2, 108, 0.9, 0.893738, 0.010806, 0.106262, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 63, 31.7, 43, 0.9, 0.893762, 0.010868, 0.106238, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 62, 31.2, 6, 0.9, 0.893762, 0.01088, 0.106238, 3.33, 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626.674}, {500000, 0.01, 100, "subread", 50, 51, 25.6, 13, 0.91, 0.894186, 0.011312, 0.105814, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 50, 25.1, 5, 0.91, 0.894192, 0.011316, 0.105808, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 49, 24.6, 5407, 0.92, 0.899882, 0.01644, 0.100118, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 48, 24.1, 1081, 0.92, 0.900794, 0.01769, 0.099206, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 47, 23.6, 186, 0.92, 0.900846, 0.01801, 0.099154, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 46, 23.1, 83, 0.92, 0.900858, 0.018164, 0.099142, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 45, 22.6, 49, 0.92, 0.900878, 0.018242, 0.099122, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 44, 22.1, 483, 0.92, 0.901344, 0.018742, 0.098656, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 43, 21.6, 173, 0.92, 0.901456, 0.018976, 0.098544, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 42, 21.1, 56, 0.92, 0.90147, 0.019074, 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0.098396, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 31, 15.6, 18, 0.92, 0.901614, 0.019444, 0.098386, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 30, 15.1, 8, 0.92, 0.901616, 0.019458, 0.098384, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 29, 14.6, 12, 0.92, 0.901624, 0.019474, 0.098376, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 28, 14.1, 8, 0.92, 0.901632, 0.019482, 0.098368, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 27, 13.6, 3, 0.92, 0.901636, 0.019484, 0.098364, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 26, 13.1, 3, 0.92, 0.901638, 0.019488, 0.098362, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 25, 12.6, 5, 0.92, 0.901642, 0.019494, 0.098358, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 24, 12.1, 1, 0.92, 0.901642, 0.019496, 0.098358, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 23, 11.6, 1, 0.92, 0.901644, 0.019496, 0.098356, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 22, 11.1, 1, 0.92, 0.901646, 0.019496, 0.098354, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 21, 10.6, 2, 0.92, 0.901648, 0.019498, 0.098352, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 20, 10.1, 2, 0.92, 0.90165, 0.0195, 0.09835, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 19, 9.5, 2, 0.92, 0.90165, 0.019504, 0.09835, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 18, 9., 1, 0.92, 0.901652, 0.019504, 0.098348, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 17, 8.5, 6, 0.92, 0.901662, 0.019506, 0.098338, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 16, 8., 4, 0.92, 0.901668, 0.019508, 0.098332, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 15, 7.5, 2, 0.92, 0.901672, 0.019508, 0.098328, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 14, 7., 2, 0.92, 0.901674, 0.01951, 0.098326, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 13, 6.5, 1, 0.92, 0.901676, 0.01951, 0.098324, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 12, 6., 2, 0.92, 0.90168, 0.01951, 0.09832, 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"subread", 50, 1, 0.5, 16, 0.92, 0.901738, 0.01951, 0.098262, 3.33, 626.674}, {500000, 0.01, 100, "subread", 50, 0, 0., 0, 0.92, 0.901738, 0.01951, 0.098262, 3.33, 626.674}}
Posted 10 years ago
 This is my initial attempt to fix the code. I am using this for sample data (if you have a large data set to link to, that would be useful to test with):sampleData = {{"bwa", 50, 1, 0.01, 0.5, 0.9}, {"bwa", 50, 1, 0.01, 0.3, 8}}And here is my Manipulate rewrite: Manipulate[  Module[{p},   p = Select[sampleData, aligner == #[[1]] && readLength == #[[2]] && distance == #[[3]] && mutationRate == #[[4]] &];   If[p =!= {}, ListLinePlot[p[[All, {5, 6}]], PlotStyle -> Thick], "No points selected"]],  {{aligner, "bwa"}, {"bowtie2", "bwa", "bwa-mem", "bwa-sw", "gsnap", "novoalign", "smalt", "STAR", "subread"}, ControlType -> RadioButton},   {{readLength, 50, "read length"}, {15, 17, 20, 22, 25, 30, 35, 40, 50, 60, 70, 80, 90, 100, 125, 150}, ControlType -> Slider, Appearance -> "Labeled"},   {{distance, 1}, {0, 1, 20, 50}, ControlType -> RadioButton},  {{mutationRate, 0.01, "mutation rate"}, {1.*^-6, 0.00001, 0.0001, 0.001, 0.01`}, ControlType -> RadioButton, Label -> True},  SaveDefinitions -> True ]A quick summary of changes I made:The name "mutation_rate" changed to "mutationRate" because underscores have a special pattern matching meaning in Mathematica and can not be part of a variable name.The function Pick changed to Select to select the proper rows from the data. Also use #[] syntax to specify elements within a row of data.Sorted Manipulate parameters in the same order as the column (no necessary but helpful for me to understand the structure of the data better).Renamed "AlignmentAccuracy" to "distance" to match the column name (I think this is the correct translation).Added an If statement to help deal with empty data selections (no points in plot)Changed the Table[...] inside the list plot to a single command to extract the points (xy pairs) from the variable "p"Let me know if this rewrite still roughly does what you intended it to do. If it does, then I think the rest of the questions become easier to answer.