class: middle, centered # Three more 🥄🥄🥄 of ggplot2 ### Post Processing, extensions and internals <br /> <br /> #### Geneve R User Meetup &mdash; April 26th 2018 #### Xavier Adam (twitter: [@xvrdm](http://twitter.com/xvrdm/)) <img src="./epfl-exts-logo.png" width="30%"> --- class: middle # Menu du jour A look at what you can do **around** a basic ggplot2 chart. -- ### 1. ggplot2 **post-processing** -- ### 2. ggplot2 **extensions** -- ### 3. ggplot2 **surgery** --- class: inverse, center, middle # 1. Post-processing charts without leaving R --- ### Polishing ggplot2 charts [ROpenSci](https://twitter.com/rOpenSci)'s [`magick` package](https://github.com/ropensci/magick) is your little photoshop inside R. It lets you use the underlying [ImageMagick](https://www.imagemagick.org/script/index.php) graphics library. - [Github source for `magick`](https://github.com/ropensci/magick) - [Vignette with lots of examples](https://cran.r-project.org/web/packages/magick/vignettes/intro.html) Install with: ```r install.packages("magick") # If you get some errors check github page for info on # potentially missing dependencies ``` --- We will work on a simple chart with a basic dataset. ```r library(ggplot2) library(magrittr) library(dplyr) data <- readRDS("questions_per_week.Rds") data ``` ``` ## # A tibble: 42 x 3 ## Week Assignee `# of questions` ## <date> <fct> <int> ## 1 2018-01-15 Bob 13 ## 2 2018-01-15 Alice 0 ## 3 2018-01-15 Unassigned 0 ## 4 2018-01-22 Bob 16 ## 5 2018-01-22 Alice 2 ## 6 2018-01-22 Unassigned 0 ## 7 2018-01-29 Bob 13 ## 8 2018-01-29 Alice 0 ## 9 2018-01-29 Unassigned 0 ## 10 2018-02-05 Bob 4 ## # ... with 32 more rows ``` --- Basic line chart skeleton with `ggplot2`. ```r data %>% ggplot(aes(x=Week, y=`# of questions`)) + geom_line(stat="identity", aes(color=Assignee), alpha = 0.7, size=1.5) + labs(title="Number of questions per week") + theme_minimal() ``` <!-- --> --- Basic line chart skeleton with `ggplot2`. `ggplot()` creates your underlying layer and maps columns to axes. ```r data %>% * ggplot(aes(x=Week, y=`# of questions`)) ``` <!-- --> --- Basic line chart skeleton with `ggplot2`. `ggplot::geom_...()` creates the charts elements. Here `geom_line` creates lines (one color per Assignee). ```r data %>% ggplot(aes(x=Week, y=`# of questions`)) + * geom_line(stat="identity", aes(color=Assignee), alpha = 0.7, size=1.5) ``` <!-- --> --- Basic line chart skeleton with `ggplot2`. Lastly we play with some cosmetic settings (`ggplot::theme_...()`) and add a title (`ggplot::labs()`). ```r (data %>% ggplot(aes(x=Week, y=`# of questions`)) + geom_line(stat="identity", aes(color=Assignee), alpha = 0.7, size=1.5) + * labs(title="Number of questions per week") + * theme_minimal() -> sc) ``` <!-- --> --- How can we go from this... <!-- --> ...to this: <img src="fc.png" width="80%"> --- Adding support for Google Fonts, thanks to [Yixuan Qiu](https://statr.me)'s [`showtext`](https://github.com/yixuan/showtext) package. ```r *library(showtext) *font_add_google("Rubik", "Rubik") *showtext_auto() data %>% ggplot(aes(x=Week, y=`# of questions`)) + geom_line(stat="identity", aes(color=Assignee), alpha = 0.7, size=1.5) + labs(title="Number of questions per week") + theme_minimal() + * theme(text = element_text(family = "Rubik")) ``` <!-- --> --- Save the chart in a `.png` file with `ggplot2::ggsave()`. ```r library(showtext) font_add_google("Rubik", "Rubik") showtext_auto() # Here we assign the chart to a `lchart` variable # at the end of the pipeline instead of printing it # Note that we did not add a title... data %>% ggplot(aes(x=Week, y=`# of questions`)) + geom_line(stat="identity", aes(color=Assignee), alpha = 0.7, size=2) + theme_minimal() + * theme(text = element_text(family = "Rubik")) -> lchart ``` -- ```r # Then we save it, as a png. *ggsave(lchart, filename="chart.png", width = 8, height = 3) ``` Now we have `chart.png` in our computer, ready to be modified. --- Adding 6-pixels-thick horizontal borders to a chart with `magick::image_border()`. ```r library(magick) # Reopen the image and assign it to variable `chart` chart <- image_read("chart.png") # Save the height in pixel of the image height <- image_data(chart) %>% attributes() %>% .$dim %>% .[[3]] # Adding top and bottom red borders chart %>% image_border("red", "0x6") ``` <img src="deck_files/figure-html/unnamed-chunk-11-1.png" width="3200" /> --- Make a more complex margin: 50px + 6px + 170px. Then crop the bottom margin. I haven't found a way yet to not create the bottom margin, the `magick::image_border()` seems to only work symetrically ```r (chart_w_margins <- chart %>% image_border("white", "0x50") %>% image_border("red", "0x6") %>% image_border("white", "0x170") %>% # Crop the bottom margins image_chop(stringr::str_glue("0x{170}+0+{height+170+6*2+50*2}")) %>% image_border("grey", "2x2")) ``` <img src="deck_files/figure-html/unnamed-chunk-12-1.png" width="3205" /> --- Add a title with `magick::image_annotate()`. ```r (chart_w_title <- chart_w_margins %>% image_annotate("Number of questions asked per Assignee", font="Rubik", size = 70, color = "darkgrey", gravity="northwest", location = "+50+40")) ``` <img src="deck_files/figure-html/unnamed-chunk-13-1.png" width="3205" /> --- Load a `.svg` logo as another `magick` object, then use `magick::image_composite` to layer it on top of the chart. ```r logo <- image_read_svg("epfl-exts-logo.svg", height = 110) (chart_w_logo <- chart_w_title %>% image_composite(logo, offset = "+1870+30")) # Adding logo on top of chart ``` <img src="deck_files/figure-html/unnamed-chunk-14-1.png" width="3205" /> --- Wrapping the entire thing in two functions. A reusable template function: ```r epfl_exts_template <- function(chart, title) { chart %>% ggsave(filename="chart.png", width = 8, height = 3) chart <- image_read("chart.png") height <- image_data(chart) %>% attributes() %>% .$dim %>% .[[3]] chart %>% image_border("white", "0x50") %>% image_border("red", "0x6") %>% image_border("white", "0x170") %>% image_chop(stringr::str_glue("0x{170}+0+{height+170+6*2+50*2}")) %>% image_border("grey", "2x2") %>% image_annotate(title, font="Rubik", size = 70, color = "darkgrey", gravity="northwest", location = "+50+40") %>% image_composite(image_read_svg("epfl-exts-logo.svg", height = 110), offset = "+1870+30") } ``` A chart generator example using the template function: ```r epfl_exts_line_chart <- function(data, x, y, color, title) { data %>% { ggplot(., aes_string(x=x, y=y)) + geom_line(stat="identity", aes_string(color=color), alpha = 0.7, size=1.5) + theme_minimal() + theme(text = element_text(family = "Rubik"))} %>% * epfl_exts_template(title) } ``` --- Testing the final function. ```r epfl_exts_line_chart(data=data, x="Week", y="`# of questions`", color="Assignee", title="Let's try another title!") ``` <img src="deck_files/figure-html/unnamed-chunk-17-1.png" width="3205" /> --- class: inverse, center, middle # Animating charts in R --- ### Animating ggplot2 chart Back to our basic line chart. ```r data <- readRDS("questions_per_week.Rds") (data %>% ggplot(aes(x=Week, y=`# of questions`)) + geom_line(stat="identity", aes(color=Assignee), alpha = 0.7, size=1.5) + theme_minimal() -> chart) ``` <!-- --> --- [David Robinson](https://twitter.com/drob)'s [`gganimate` package](https://github.com/dgrtwo/gganimate) provides simple R bindings for the animation features of ImageMagick. ```r *library(gganimate) data %>% * ggplot(aes(x=Week, y=`# of questions`, frame=Week)) + geom_line(stat="identity", * aes(color=Assignee, cumulative=TRUE), alpha = 0.7, size=2) + theme_minimal() + theme(text = element_text(size=30)) -> chart animation::ani.options(interval = 0.5) *gganimate(chart, "chart.gif", ani.width=1600, ani.height=600) ```  --- class: middle, center # But this looks still a bit jerky...  No worries, we have [Thomas Lin Pedersen](https://twitter.com/thomasp85)'s [`tweenr` package](https://github.com/thomasp85/tweenr)! --- [`tweenr`](https://github.com/thomasp85/tweenr) lets us create all the intermediary data points needed for a smooth transitions. From this dataframe: <div id="htmlwidget-d91fa2fcafd0821c939b" style="width:100%;height:auto;" class="datatables html-widget"></div> <script type="application/json" data-for="htmlwidget-d91fa2fcafd0821c939b">{"x":{"filter":"none","fillContainer":false,"data":[["1","2","3","4","5","6","7","8","9","10","11","12","13","14","15","16","17","18","19","20","21","22","23","24","25","26","27","28","29","30","31","32","33","34","35","36","37","38","39","40","41","42"],["2018-01-15","2018-01-15","2018-01-15","2018-01-22","2018-01-22","2018-01-22","2018-01-29","2018-01-29","2018-01-29","2018-02-05","2018-02-05","2018-02-05","2018-02-12","2018-02-12","2018-02-12","2018-02-19","2018-02-19","2018-02-19","2018-02-26","2018-02-26","2018-02-26","2018-03-05","2018-03-05","2018-03-05","2018-03-12","2018-03-12","2018-03-12","2018-03-19","2018-03-19","2018-03-19","2018-03-26","2018-03-26","2018-03-26","2018-04-02","2018-04-02","2018-04-02","2018-04-09","2018-04-09","2018-04-09","2018-04-16","2018-04-16","2018-04-16"],["Bob","Alice","Unassigned","Bob","Alice","Unassigned","Bob","Alice","Unassigned","Bob","Alice","Unassigned","Bob","Alice","Unassigned","Bob","Alice","Unassigned","Bob","Alice","Unassigned","Bob","Alice","Unassigned","Bob","Alice","Unassigned","Bob","Alice","Unassigned","Bob","Alice","Unassigned","Bob","Alice","Unassigned","Bob","Alice","Unassigned","Bob","Alice","Unassigned"],[13,0,0,16,2,0,13,0,0,4,1,0,1,1,0,4,2,0,6,0,0,5,1,0,11,0,0,12,7,0,8,3,0,5,1,0,4,4,0,24,2,1]],"container":"<table class=\"display\">\n <thead>\n <tr>\n <th> <\/th>\n <th>Week<\/th>\n <th>Assignee<\/th>\n <th># of questions<\/th>\n <\/tr>\n <\/thead>\n<\/table>","options":{"pageLength":3,"dom":"tp","columnDefs":[{"className":"dt-right","targets":3},{"orderable":false,"targets":0}],"order":[],"autoWidth":false,"orderClasses":false,"lengthMenu":[3,10,25,50,100]}},"evals":[],"jsHooks":[]}</script> To this: <div id="htmlwidget-06cd62f37c04eb99aea4" style="width:100%;height:auto;" class="datatables html-widget"></div> <script type="application/json" data-for="htmlwidget-06cd62f37c04eb99aea4">{"x":{"filter":"none","fillContainer":false,"data":[["Alice.1","Alice.2","Alice.3","Alice.4","Alice.5","Alice.6","Alice.7","Alice.8","Alice.9","Alice.10","Alice.11","Alice.12","Alice.13","Alice.14","Alice.15","Alice.16","Alice.17","Alice.18","Alice.19","Alice.20","Alice.21","Alice.22","Alice.23","Alice.24","Alice.25","Alice.26","Alice.27","Alice.28","Alice.29","Alice.30","Alice.31","Alice.32","Alice.33","Alice.34","Alice.35","Alice.36","Alice.37","Alice.38","Alice.39","Alice.40","Alice.41","Alice.42","Alice.43","Alice.44","Alice.45","Alice.46","Alice.47","Alice.48","Alice.49","Alice.50","Alice.51","Alice.52","Alice.53","Alice.54","Alice.55","Alice.56","Alice.57","Alice.58","Alice.59","Alice.60","Alice.61","Alice.62","Alice.63","Alice.64","Alice.65","Alice.66","Alice.67","Alice.68","Alice.69","Alice.70","Alice.71","Alice.72","Alice.73","Alice.74","Alice.75","Alice.76","Alice.77","Alice.78","Alice.79","Alice.80","Alice.81","Alice.82","Alice.83","Alice.84","Alice.85","Alice.86","Alice.87","Alice.88","Alice.89","Alice.90","Alice.91","Alice.92","Alice.93","Alice.94","Alice.95","Alice.96","Alice.97","Alice.98","Alice.99","Alice.100","Alice.101","Alice.102","Alice.103","Alice.104","Alice.105","Alice.106","Alice.107","Alice.108","Alice.109","Alice.110","Alice.111","Alice.112","Alice.113","Alice.114","Alice.115","Alice.116","Alice.117","Alice.118","Alice.119","Alice.120","Alice.121","Alice.122","Alice.123","Alice.124","Alice.125","Alice.126","Alice.127","Alice.128","Alice.129","Alice.130","Alice.131","Alice.132","Alice.133","Alice.134","Alice.135","Alice.136","Alice.137","Alice.138","Alice.139","Alice.140","Alice.141","Alice.142","Alice.143","Alice.144","Alice.145","Alice.146","Alice.147","Alice.148","Alice.149","Alice.150","Alice.151","Alice.152","Alice.153","Alice.154","Alice.155","Alice.156","Alice.157","Alice.158","Alice.159","Alice.160","Alice.161","Alice.162","Alice.163","Alice.164","Alice.165","Alice.166","Alice.167","Alice.168","Alice.169","Alice.170","Alice.171","Alice.172","Alice.173","Alice.174","Alice.175","Alice.176","Alice.177","Alice.178","Alice.179","Alice.180","Alice.181","Alice.182","Alice.183","Alice.184","Alice.185","Alice.186","Alice.187","Alice.188","Alice.189","Alice.190","Alice.191","Alice.192","Alice.193","Alice.194","Alice.195","Alice.196","Alice.197","Alice.198","Alice.199","Alice.200","Alice.201","Alice.202","Alice.203","Alice.204","Alice.205","Alice.206","Alice.207","Alice.208","Alice.209","Alice.210","Alice.211","Alice.212","Alice.213","Alice.214","Alice.215","Alice.216","Alice.217","Alice.218","Alice.219","Alice.220","Alice.221","Alice.222","Alice.223","Alice.224","Alice.225","Alice.226","Alice.227","Alice.228","Alice.229","Alice.230","Alice.231","Alice.232","Alice.233","Alice.234","Alice.235","Alice.236","Alice.237","Alice.238","Alice.239","Alice.240","Alice.241","Alice.242","Alice.243","Alice.244","Alice.245","Alice.246","Alice.247","Alice.248","Alice.249","Alice.250","Alice.251","Alice.252","Alice.253","Alice.254","Alice.255","Alice.256","Alice.257","Alice.258","Alice.259","Alice.260","Alice.261","Alice.262","Alice.263","Alice.264","Alice.265","Alice.266","Alice.267","Alice.268","Alice.269","Alice.270","Alice.271","Alice.272","Alice.273","Alice.274","Alice.275","Alice.276","Alice.277","Alice.278","Alice.279","Alice.280","Alice.281","Alice.282","Alice.283","Alice.284","Alice.285","Alice.286","Alice.287","Alice.288","Alice.289","Alice.290","Alice.291","Alice.292","Alice.293","Alice.294","Alice.295","Alice.296","Alice.297","Alice.298","Alice.299","Alice.300","Alice.301","Alice.302","Alice.303","Alice.304","Alice.305","Alice.306","Alice.307","Alice.308","Alice.309","Alice.310","Alice.311","Alice.312","Alice.313","Alice.314","Alice.315","Alice.316","Alice.317","Alice.318","Alice.319","Alice.320","Alice.321","Alice.322","Alice.323","Alice.324","Alice.325","Alice.326","Alice.327","Alice.328","Alice.329","Alice.330","Alice.331","Alice.332","Alice.333","Alice.334","Alice.335","Alice.336","Alice.337","Alice.338","Alice.339","Alice.340","Alice.341","Alice.342","Alice.343","Alice.344","Alice.345","Alice.346","Alice.347","Alice.348","Alice.349","Alice.350","Alice.351","Alice.352","Alice.353","Alice.354","Alice.355","Alice.356","Alice.357","Alice.358","Alice.359","Alice.360","Alice.361","Alice.362","Alice.363","Alice.364","Alice.365","Alice.366","Alice.367","Alice.368","Alice.369","Alice.370","Alice.371","Alice.372","Alice.373","Alice.374","Alice.375","Alice.376","Alice.377","Alice.378","Alice.379","Alice.380","Alice.381","Alice.382","Alice.383","Alice.384","Alice.385","Alice.386","Alice.387","Alice.388","Alice.389","Alice.390","Alice.391","Alice.392","Alice.393","Alice.394","Alice.395","Alice.396","Alice.397","Alice.398","Alice.399","Alice.400","Alice.401","Alice.402","Alice.403","Alice.404","Alice.405","Alice.406","Alice.407","Alice.408","Alice.409","Alice.410","Alice.411","Alice.412","Alice.413","Alice.414","Alice.415","Alice.416","Alice.417","Alice.418","Alice.419","Alice.420","Alice.421","Alice.422","Alice.423","Alice.424","Alice.425","Alice.426","Alice.427","Alice.428","Alice.429","Alice.430","Alice.431","Alice.432","Alice.433","Alice.434","Alice.435","Alice.436","Alice.437","Alice.438","Alice.439","Alice.440","Alice.441","Alice.442","Alice.443","Alice.444","Alice.445","Alice.446","Alice.447","Alice.448","Alice.449","Alice.450","Alice.451","Alice.452","Alice.453","Alice.454","Alice.455","Alice.456","Alice.457","Alice.458","Alice.459","Alice.460","Alice.461","Alice.462","Alice.463","Alice.464","Alice.465","Alice.466","Alice.467","Alice.468","Alice.469","Alice.470","Alice.471","Alice.472","Alice.473","Alice.474","Alice.475","Alice.476","Alice.477","Alice.478","Alice.479","Alice.480","Alice.481","Alice.482","Alice.483","Alice.484","Alice.485","Alice.486","Alice.487","Alice.488","Alice.489","Alice.490","Alice.491","Alice.492","Alice.493","Alice.494","Alice.495","Alice.496","Alice.497","Alice.498","Alice.499","Alice.500","Alice.501","Alice.502","Alice.503","Alice.504","Alice.505","Alice.506","Alice.507","Alice.508","Alice.509","Alice.510","Alice.511","Alice.512","Alice.513","Alice.514","Alice.515","Alice.516","Alice.517","Alice.518","Alice.519","Alice.520","Alice.521","Alice.522","Alice.523","Alice.524","Alice.525","Alice.526","Alice.527","Alice.528","Alice.529","Alice.530","Alice.531","Alice.532","Alice.533","Alice.534","Alice.535","Alice.536","Alice.537","Alice.538","Alice.539","Alice.540","Alice.541","Alice.542","Alice.543","Alice.544","Alice.545","Alice.546","Alice.547","Alice.548","Alice.549","Alice.550","Alice.551","Alice.552","Alice.553","Alice.554","Alice.555","Alice.556","Alice.557","Alice.558","Alice.559","Alice.560","Alice.561","Alice.562","Alice.563","Alice.564","Alice.565","Alice.566","Alice.567","Alice.568","Alice.569","Alice.570","Alice.571","Alice.572","Alice.573","Alice.574","Alice.575","Alice.576","Alice.577","Alice.578","Alice.579","Alice.580","Alice.581","Alice.582","Alice.583","Alice.584","Alice.585","Alice.586","Alice.587","Alice.588","Alice.589","Alice.590","Alice.591","Alice.592","Alice.593","Alice.594","Alice.595","Alice.596","Alice.597","Alice.598","Alice.599","Alice.600","Alice.601","Alice.602","Alice.603","Alice.604","Alice.605","Alice.606","Alice.607","Alice.608","Alice.609","Alice.610","Alice.611","Alice.612","Alice.613","Alice.614","Alice.615","Alice.616","Alice.617","Alice.618","Alice.619","Alice.620","Alice.621","Alice.622","Alice.623","Alice.624","Alice.625","Alice.626","Alice.627","Alice.628","Alice.629","Alice.630","Alice.631","Alice.632","Alice.633","Alice.634","Alice.635","Alice.636","Alice.637","Alice.638","Alice.639","Alice.640","Alice.641","Alice.642","Alice.643","Alice.644","Alice.645","Alice.646","Alice.647","Alice.648","Alice.649","Alice.650","Alice.651","Alice.652","Alice.653","Alice.654","Alice.655","Alice.656","Alice.657","Alice.658","Alice.659","Alice.660","Alice.661","Alice.662","Alice.663","Alice.664","Alice.665","Alice.666","Alice.667","Alice.668","Alice.669","Alice.670","Alice.671","Alice.672","Alice.673","Alice.674","Alice.675","Alice.676","Alice.677","Alice.678","Alice.679","Alice.680","Alice.681","Alice.682","Alice.683","Alice.684","Alice.685","Alice.686","Alice.687","Alice.688","Alice.689","Alice.690","Alice.691","Alice.692","Alice.693","Alice.694","Alice.695","Alice.696","Alice.697","Alice.698","Alice.699","Alice.700","Alice.701","Alice.702","Alice.703","Alice.704","Alice.705","Alice.706","Alice.707","Alice.708","Alice.709","Alice.710","Alice.711","Alice.712","Alice.713","Alice.714","Alice.715","Alice.716","Alice.717","Alice.718","Alice.719","Alice.720","Alice.721","Alice.722","Alice.723","Alice.724","Alice.725","Alice.726","Alice.727","Alice.728","Alice.729","Alice.730","Alice.731","Alice.732","Alice.733","Alice.734","Alice.735","Alice.736","Alice.737","Alice.738","Alice.739","Alice.740","Alice.741","Alice.742","Alice.743","Alice.744","Alice.745","Alice.746","Alice.747","Alice.748","Alice.749","Alice.750","Alice.751","Alice.752","Alice.753","Alice.754","Alice.755","Alice.756","Alice.757","Alice.758","Alice.759","Alice.760","Alice.761","Alice.762","Alice.763","Alice.764","Alice.765","Alice.766","Alice.767","Alice.768","Alice.769","Alice.770","Alice.771","Alice.772","Alice.773","Alice.774","Alice.775","Alice.776","Alice.777","Alice.778","Alice.779","Alice.780","Alice.781","Alice.782","Alice.783","Alice.784","Alice.785","Alice.786","Alice.787","Alice.788","Alice.789","Alice.790","Alice.791","Alice.792","Alice.793","Alice.794","Alice.795","Alice.796","Alice.797","Alice.798","Alice.799","Alice.800","Alice.801","Alice.802","Alice.803","Alice.804","Alice.805","Alice.806","Alice.807","Alice.808","Alice.809","Alice.810","Alice.811","Alice.812","Alice.813","Alice.814","Alice.815","Alice.816","Alice.817","Alice.818","Alice.819","Alice.820","Alice.821","Alice.822","Alice.823","Alice.824","Alice.825","Alice.826","Alice.827","Alice.828","Alice.829","Alice.830","Alice.831","Alice.832","Alice.833","Alice.834","Alice.835","Alice.836","Alice.837","Alice.838","Alice.839","Alice.840","Alice.841","Alice.842","Alice.843","Alice.844","Alice.845","Alice.846","Alice.847","Alice.848","Alice.849","Alice.850","Alice.851","Alice.852","Alice.853","Alice.854","Alice.855","Alice.856","Alice.857","Alice.858","Alice.859","Alice.860","Alice.861","Alice.862","Alice.863","Alice.864","Alice.865","Alice.866","Alice.867","Alice.868","Alice.869","Alice.870","Alice.871","Alice.872","Alice.873","Alice.874","Alice.875","Alice.876","Alice.877","Alice.878","Alice.879","Alice.880","Alice.881","Alice.882","Alice.883","Alice.884","Alice.885","Alice.886","Alice.887","Alice.888","Alice.889","Alice.890","Alice.891","Alice.892","Alice.893","Alice.894","Alice.895","Alice.896","Alice.897","Alice.898","Alice.899","Alice.900","Alice.901","Alice.902","Alice.903","Alice.904","Alice.905","Alice.906","Alice.907","Alice.908","Alice.909","Alice.910","Alice.911","Alice.912","Alice.913","Alice.914","Alice.915","Alice.916","Alice.917","Alice.918","Alice.919","Alice.920","Alice.921","Alice.922","Alice.923","Alice.924","Alice.925","Alice.926","Alice.927","Alice.928","Alice.929","Alice.930","Alice.931","Alice.932","Alice.933","Alice.934","Alice.935","Alice.936","Alice.937","Alice.938","Alice.939","Alice.940","Alice.941","Alice.942","Alice.943","Alice.944","Alice.945","Alice.946","Alice.947","Alice.948","Alice.949","Alice.950","Alice.951","Alice.952","Alice.953","Alice.954","Alice.955","Alice.956","Alice.957","Alice.958","Alice.959","Alice.960","Alice.961","Alice.962","Alice.963","Alice.964","Alice.965","Alice.966","Alice.967","Alice.968","Alice.969","Alice.970","Alice.971","Alice.972","Alice.973","Alice.974","Alice.975","Alice.976","Alice.977","Alice.978","Alice.979","Alice.980","Alice.981","Alice.982","Alice.983","Alice.984","Alice.985","Alice.986","Alice.987","Alice.988","Alice.989","Alice.990","Alice.991","Alice.992","Alice.993","Alice.994","Alice.995","Alice.996","Alice.997","Alice.998","Alice.999","Alice.1000","Alice.1001","Alice.1002","Alice.1003","Alice.1004","Alice.1005","Alice.1006","Alice.1007","Alice.1008","Alice.1009","Alice.1010","Alice.1011","Alice.1012","Alice.1013","Alice.1014","Alice.1015","Alice.1016","Alice.1017","Alice.1018","Alice.1019","Alice.1020","Alice.1021","Alice.1022","Alice.1023","Alice.1024","Alice.1025","Alice.1026","Alice.1027","Alice.1028","Alice.1029","Alice.1030","Alice.1031","Alice.1032","Alice.1033","Alice.1034","Alice.1035","Alice.1036","Alice.1037","Alice.1038","Alice.1039","Alice.1040","Alice.1041","Alice.1042","Alice.1043","Alice.1044","Alice.1045","Alice.1046","Alice.1047","Alice.1048","Alice.1049","Alice.1050","Alice.1051","Alice.1052","Alice.1053","Alice.1054","Alice.1055","Alice.1056","Alice.1057","Alice.1058","Alice.1059","Alice.1060","Alice.1061","Alice.1062","Alice.1063","Alice.1064","Alice.1065","Alice.1066","Alice.1067","Alice.1068","Alice.1069","Alice.1070","Alice.1071","Alice.1072","Alice.1073","Alice.1074","Alice.1075","Alice.1076","Alice.1077","Alice.1078","Alice.1079","Alice.1080","Alice.1081","Alice.1082","Alice.1083","Alice.1084","Alice.1085","Alice.1086","Alice.1087","Alice.1088","Alice.1089","Alice.1090","Alice.1091","Alice.1092","Alice.1093","Alice.1094","Alice.1095","Alice.1096","Alice.1097","Alice.1098","Alice.1099","Alice.1100","Alice.1101","Alice.1102","Alice.1103","Alice.1104","Alice.1105","Alice.1106","Alice.1107","Alice.1108","Alice.1109","Alice.1110","Alice.1111","Alice.1112","Alice.1113","Alice.1114","Alice.1115","Alice.1116","Alice.1117","Alice.1118","Alice.1119","Alice.1120","Alice.1121","Alice.1122","Alice.1123","Alice.1124","Alice.1125","Alice.1126","Alice.1127","Alice.1128","Alice.1129","Alice.1130","Alice.1131","Alice.1132","Alice.1133","Alice.1134","Alice.1135","Alice.1136","Alice.1137","Alice.1138","Alice.1139","Alice.1140","Alice.1141","Alice.1142","Alice.1143","Alice.1144","Alice.1145","Alice.1146","Alice.1147","Alice.1148","Alice.1149","Alice.1150","Alice.1151","Alice.1152","Alice.1153","Alice.1154","Alice.1155","Alice.1156","Alice.1157","Alice.1158","Alice.1159","Alice.1160","Alice.1161","Alice.1162","Alice.1163","Alice.1164","Alice.1165","Alice.1166","Alice.1167","Alice.1168","Alice.1169","Alice.1170","Alice.1171","Alice.1172","Alice.1173","Alice.1174","Alice.1175","Alice.1176","Alice.1177","Alice.1178","Alice.1179","Alice.1180","Alice.1181","Alice.1182","Alice.1183","Alice.1184","Alice.1185","Alice.1186","Alice.1187","Alice.1188","Alice.1189","Alice.1190","Alice.1191","Alice.1192","Alice.1193","Alice.1194","Alice.1195","Alice.1196","Alice.1197","Alice.1198","Alice.1199","Alice.1200","Alice.1201","Alice.1202","Alice.1203","Alice.1204","Alice.1205","Alice.1206","Alice.1207","Alice.1208","Alice.1209","Alice.1210","Alice.1211","Alice.1212","Alice.1213","Alice.1214","Alice.1215","Alice.1216","Alice.1217","Alice.1218","Alice.1219","Alice.1220","Alice.1221","Alice.1222","Alice.1223","Alice.1224","Alice.1225","Alice.1226","Alice.1227","Alice.1228","Alice.1229","Alice.1230","Alice.1231","Alice.1232","Alice.1233","Alice.1234","Alice.1235","Alice.1236","Alice.1237","Alice.1238","Alice.1239","Alice.1240","Alice.1241","Alice.1242","Alice.1243","Alice.1244","Alice.1245","Alice.1246","Alice.1247","Alice.1248","Alice.1249","Alice.1250","Alice.1251","Alice.1252","Alice.1253","Alice.1254","Alice.1255","Alice.1256","Alice.1257","Alice.1258","Alice.1259","Alice.1260","Alice.1261","Alice.1262","Alice.1263","Alice.1264","Alice.1265","Alice.1266","Alice.1267","Alice.1268","Alice.1269","Alice.1270","Alice.1271","Alice.1272","Alice.1273","Alice.1274","Alice.1275","Alice.1276","Alice.1277","Alice.1278","Alice.1279","Alice.1280","Alice.1281","Alice.1282","Alice.1283","Alice.1284","Alice.1285","Alice.1286","Alice.1287","Alice.1288","Alice.1289","Alice.1290","Alice.1291","Alice.1292","Alice.1293","Alice.1294","Alice.1295","Alice.1296","Alice.1297","Alice.1298","Alice.1299","Alice.1300","Alice.1301","Alice.1302","Alice.1303","Alice.1304","Alice.1305","Alice.1306","Alice.1307","Alice.1308","Alice.1309","Alice.1310","Alice.1311","Alice.1312","Alice.1313","Alice.1314","Alice.1315","Alice.1316","Alice.1317","Alice.1318","Alice.1319","Alice.1320","Alice.1321","Alice.1322","Alice.1323","Alice.1324","Alice.1325","Alice.1326","Alice.1327","Alice.1328","Alice.1329","Alice.1330","Alice.1331","Alice.1332","Alice.1333","Alice.1334","Alice.1335","Alice.1336","Alice.1337","Alice.1338","Alice.1339","Alice.1340","Alice.1341","Alice.1342","Alice.1343","Alice.1344","Alice.1345","Alice.1346","Alice.1347","Alice.1348","Alice.1349","Alice.1350","Alice.1351","Alice.1352","Alice.1353","Alice.1354","Alice.1355","Alice.1356","Alice.1357","Alice.1358","Alice.1359","Alice.1360","Alice.1361","Alice.1362","Alice.1363","Alice.1364","Alice.1365","Alice.1366","Alice.1367","Alice.1368","Alice.1369","Alice.1370","Alice.1371","Alice.1372","Alice.1373","Alice.1374","Alice.1375","Alice.1376","Alice.1377","Alice.1378","Alice.1379","Alice.1380","Alice.1381","Alice.1382","Alice.1383","Alice.1384","Alice.1385","Alice.1386","Alice.1387","Alice.1388","Alice.1389","Alice.1390","Alice.1391","Alice.1392","Alice.1393","Alice.1394","Alice.1395","Alice.1396","Alice.1397","Alice.1398","Alice.1399","Alice.1400","Alice.1401","Alice.1402","Alice.1403","Alice.1404","Alice.1405","Alice.1406","Alice.1407","Alice.1408","Alice.1409","Alice.1410","Alice.1411","Alice.1412","Alice.1413","Alice.1414","Alice.1415","Alice.1416","Alice.1417","Alice.1418","Alice.1419","Alice.1420","Alice.1421","Alice.1422","Alice.1423","Alice.1424","Alice.1425","Alice.1426","Alice.1427","Alice.1428","Alice.1429","Alice.1430","Alice.1431","Alice.1432","Alice.1433","Alice.1434","Alice.1435","Alice.1436","Alice.1437","Alice.1438","Alice.1439","Alice.1440","Alice.1441","Alice.1442","Alice.1443","Alice.1444","Alice.1445","Alice.1446","Alice.1447","Alice.1448","Alice.1449","Alice.1450","Alice.1451","Alice.1452","Alice.1453","Alice.1454","Alice.1455","Alice.1456","Alice.1457","Alice.1458","Alice.1459","Alice.1460","Alice.1461","Alice.1462","Alice.1463","Alice.1464","Alice.1465","Alice.1466","Alice.1467","Alice.1468","Alice.1469","Alice.1470","Alice.1471","Alice.1472","Alice.1473","Alice.1474","Alice.1475","Alice.1476","Alice.1477","Alice.1478","Alice.1479","Alice.1480","Alice.1481","Alice.1482","Alice.1483","Alice.1484","Alice.1485","Alice.1486","Alice.1487","Alice.1488","Alice.1489","Alice.1490","Alice.1491","Alice.1492","Alice.1493","Alice.1494","Alice.1495","Alice.1496","Alice.1497","Alice.1498","Alice.1499","Alice.1500","Alice.1501","Alice.1502","Alice.1503","Alice.1504","Alice.1505","Alice.1506","Alice.1507","Alice.1508","Alice.1509","Alice.1510","Alice.1511","Alice.1512","Alice.1513","Alice.1514","Alice.1515","Alice.1516","Alice.1517","Alice.1518","Alice.1519","Alice.1520","Alice.1521","Alice.1522","Alice.1523","Alice.1524","Alice.1525","Alice.1526","Alice.1527","Alice.1528","Alice.1529","Alice.1530","Alice.1531","Alice.1532","Alice.1533","Alice.1534","Alice.1535","Alice.1536","Alice.1537","Alice.1538","Alice.1539","Alice.1540","Alice.1541","Alice.1542","Alice.1543","Alice.1544","Alice.1545","Alice.1546","Alice.1547","Alice.1548","Alice.1549","Alice.1550","Alice.1551","Alice.1552","Alice.1553","Alice.1554","Alice.1555","Alice.1556","Alice.1557","Alice.1558","Alice.1559","Alice.1560","Alice.1561","Alice.1562","Alice.1563","Alice.1564","Alice.1565","Alice.1566","Alice.1567","Alice.1568","Alice.1569","Alice.1570","Alice.1571","Alice.1572","Alice.1573","Alice.1574","Alice.1575","Alice.1576","Alice.1577","Alice.1578","Alice.1579","Alice.1580","Alice.1581","Alice.1582","Alice.1583","Alice.1584","Alice.1585","Alice.1586","Alice.1587","Alice.1588","Alice.1589","Alice.1590","Alice.1591","Alice.1592","Alice.1593","Alice.1594","Alice.1595","Alice.1596","Alice.1597","Alice.1598","Alice.1599","Alice.1600","Alice.1601","Alice.1602","Alice.1603","Alice.1604","Alice.1605","Alice.1606","Alice.1607","Alice.1608","Alice.1609","Alice.1610","Alice.1611","Alice.1612","Alice.1613","Alice.1614","Alice.1615","Alice.1616","Alice.1617","Alice.1618","Alice.1619","Alice.1620","Alice.1621","Alice.1622","Alice.1623","Alice.1624","Alice.1625","Alice.1626","Alice.1627","Alice.1628","Alice.1629","Alice.1630","Alice.1631","Alice.1632","Alice.1633","Alice.1634","Alice.1635","Alice.1636","Alice.1637","Alice.1638","Alice.1639","Alice.1640","Alice.1641","Alice.1642","Alice.1643","Alice.1644","Alice.1645","Alice.1646","Alice.1647","Alice.1648","Alice.1649","Alice.1650","Alice.1651","Alice.1652","Alice.1653","Alice.1654","Alice.1655","Alice.1656","Alice.1657","Alice.1658","Alice.1659","Alice.1660","Alice.1661","Alice.1662","Alice.1663","Alice.1664","Alice.1665","Alice.1666","Alice.1667","Alice.1668","Alice.1669","Alice.1670","Alice.1671","Alice.1672","Alice.1673","Alice.1674","Alice.1675","Alice.1676","Alice.1677","Alice.1678","Alice.1679","Alice.1680","Bob.1","Bob.2","Bob.3","Bob.4","Bob.5","Bob.6","Bob.7","Bob.8","Bob.9","Bob.10","Bob.11","Bob.12","Bob.13","Bob.14","Bob.15","Bob.16","Bob.17","Bob.18","Bob.19","Bob.20","Bob.21","Bob.22","Bob.23","Bob.24","Bob.25","Bob.26","Bob.27","Bob.28","Bob.29","Bob.30","Bob.31","Bob.32","Bob.33","Bob.34","Bob.35","Bob.36","Bob.37","Bob.38","Bob.39","Bob.40","Bob.41","Bob.42","Bob.43","Bob.44","Bob.45","Bob.46","Bob.47","Bob.48","Bob.49","Bob.50","Bob.51","Bob.52","Bob.53","Bob.54","Bob.55","Bob.56","Bob.57","Bob.58","Bob.59","Bob.60","Bob.61","Bob.62","Bob.63","Bob.64","Bob.65","Bob.66","Bob.67","Bob.68","Bob.69","Bob.70","Bob.71","Bob.72","Bob.73","Bob.74","Bob.75","Bob.76","Bob.77","Bob.78","Bob.79","Bob.80","Bob.81","Bob.82","Bob.83","Bob.84","Bob.85","Bob.86","Bob.87","Bob.88","Bob.89","Bob.90","Bob.91","Bob.92","Bob.93","Bob.94","Bob.95","Bob.96","Bob.97","Bob.98","Bob.99","Bob.100","Bob.101","Bob.102","Bob.103","Bob.104","Bob.105","Bob.106","Bob.107","Bob.108","Bob.109","Bob.110","Bob.111","Bob.112","Bob.113","Bob.114","Bob.115","Bob.116","Bob.117","Bob.118","Bob.119","Bob.120","Bob.121","Bob.122","Bob.123","Bob.124","Bob.125","Bob.126","Bob.127","Bob.128","Bob.129","Bob.130","Bob.131","Bob.132","Bob.133","Bob.134","Bob.135","Bob.136","Bob.137","Bob.138","Bob.139","Bob.140","Bob.141","Bob.142","Bob.143","Bob.144","Bob.145","Bob.146","Bob.147","Bob.148","Bob.149","Bob.150","Bob.151","Bob.152","Bob.153","Bob.154","Bob.155","Bob.156","Bob.157","Bob.158","Bob.159","Bob.160","Bob.161","Bob.162","Bob.163","Bob.164","Bob.165","Bob.166","Bob.167","Bob.168","Bob.169","Bob.170","Bob.171","Bob.172","Bob.173","Bob.174","Bob.175","Bob.176","Bob.177","Bob.178","Bob.179","Bob.180","Bob.181","Bob.182","Bob.183","Bob.184","Bob.185","Bob.186","Bob.187","Bob.188","Bob.189","Bob.190","Bob.191","Bob.192","Bob.193","Bob.194","Bob.195","Bob.196","Bob.197","Bob.198","Bob.199","Bob.200","Bob.201","Bob.202","Bob.203","Bob.204","Bob.205","Bob.206","Bob.207","Bob.208","Bob.209","Bob.210","Bob.211","Bob.212","Bob.213","Bob.214","Bob.215","Bob.216","Bob.217","Bob.218","Bob.219","Bob.220","Bob.221","Bob.222","Bob.223","Bob.224","Bob.225","Bob.226","Bob.227","Bob.228","Bob.229","Bob.230","Bob.231","Bob.232","Bob.233","Bob.234","Bob.235","Bob.236","Bob.237","Bob.238","Bob.239","Bob.240","Bob.241","Bob.242","Bob.243","Bob.244","Bob.245","Bob.246","Bob.247","Bob.248","Bob.249","Bob.250","Bob.251","Bob.252","Bob.253","Bob.254","Bob.255","Bob.256","Bob.257","Bob.258","Bob.259","Bob.260","Bob.261","Bob.262","Bob.263","Bob.264","Bob.265","Bob.266","Bob.267","Bob.268","Bob.269","Bob.270","Bob.271","Bob.272","Bob.273","Bob.274","Bob.275","Bob.276","Bob.277","Bob.278","Bob.279","Bob.280","Bob.281","Bob.282","Bob.283","Bob.284","Bob.285","Bob.286","Bob.287","Bob.288","Bob.289","Bob.290","Bob.291","Bob.292","Bob.293","Bob.294","Bob.295","Bob.296","Bob.297","Bob.298","Bob.299","Bob.300","Bob.301","Bob.302","Bob.303","Bob.304","Bob.305","Bob.306","Bob.307","Bob.308","Bob.309","Bob.310","Bob.311","Bob.312","Bob.313","Bob.314","Bob.315","Bob.316","Bob.317","Bob.318","Bob.319","Bob.320","Bob.321","Bob.322","Bob.323","Bob.324","Bob.325","Bob.326","Bob.327","Bob.328","Bob.329","Bob.330","Bob.331","Bob.332","Bob.333","Bob.334","Bob.335","Bob.336","Bob.337","Bob.338","Bob.339","Bob.340","Bob.341","Bob.342","Bob.343","Bob.344","Bob.345","Bob.346","Bob.347","Bob.348","Bob.349","Bob.350","Bob.351","Bob.352","Bob.353","Bob.354","Bob.355","Bob.356","Bob.357","Bob.358","Bob.359","Bob.360","Bob.361","Bob.362","Bob.363","Bob.364","Bob.365","Bob.366","Bob.367","Bob.368","Bob.369","Bob.370","Bob.371","Bob.372","Bob.373","Bob.374","Bob.375","Bob.376","Bob.377","Bob.378","Bob.379","Bob.380","Bob.381","Bob.382","Bob.383","Bob.384","Bob.385","Bob.386","Bob.387","Bob.388","Bob.389","Bob.390","Bob.391","Bob.392","Bob.393","Bob.394","Bob.395","Bob.396","Bob.397","Bob.398","Bob.399","Bob.400","Bob.401","Bob.402","Bob.403","Bob.404","Bob.405","Bob.406","Bob.407","Bob.408","Bob.409","Bob.410","Bob.411","Bob.412","Bob.413","Bob.414","Bob.415","Bob.416","Bob.417","Bob.418","Bob.419","Bob.420","Bob.421","Bob.422","Bob.423","Bob.424","Bob.425","Bob.426","Bob.427","Bob.428","Bob.429","Bob.430","Bob.431","Bob.432","Bob.433","Bob.434","Bob.435","Bob.436","Bob.437","Bob.438","Bob.439","Bob.440","Bob.441","Bob.442","Bob.443","Bob.444","Bob.445","Bob.446","Bob.447","Bob.448","Bob.449","Bob.450","Bob.451","Bob.452","Bob.453","Bob.454","Bob.455","Bob.456","Bob.457","Bob.458","Bob.459","Bob.460","Bob.461","Bob.462","Bob.463","Bob.464","Bob.465","Bob.466","Bob.467","Bob.468","Bob.469","Bob.470","Bob.471","Bob.472","Bob.473","Bob.474","Bob.475","Bob.476","Bob.477","Bob.478","Bob.479","Bob.480","Bob.481","Bob.482","Bob.483","Bob.484","Bob.485","Bob.486","Bob.487","Bob.488","Bob.489","Bob.490","Bob.491","Bob.492","Bob.493","Bob.494","Bob.495","Bob.496","Bob.497","Bob.498","Bob.499","Bob.500","Bob.501","Bob.502","Bob.503","Bob.504","Bob.505","Bob.506","Bob.507","Bob.508","Bob.509","Bob.510","Bob.511","Bob.512","Bob.513","Bob.514","Bob.515","Bob.516","Bob.517","Bob.518","Bob.519","Bob.520","Bob.521","Bob.522","Bob.523","Bob.524","Bob.525","Bob.526","Bob.527","Bob.528","Bob.529","Bob.530","Bob.531","Bob.532","Bob.533","Bob.534","Bob.535","Bob.536","Bob.537","Bob.538","Bob.539","Bob.540","Bob.541","Bob.542","Bob.543","Bob.544","Bob.545","Bob.546","Bob.547","Bob.548","Bob.549","Bob.550","Bob.551","Bob.552","Bob.553","Bob.554","Bob.555","Bob.556","Bob.557","Bob.558","Bob.559","Bob.560","Bob.561","Bob.562","Bob.563","Bob.564","Bob.565","Bob.566","Bob.567","Bob.568","Bob.569","Bob.570","Bob.571","Bob.572","Bob.573","Bob.574","Bob.575","Bob.576","Bob.577","Bob.578","Bob.579","Bob.580","Bob.581","Bob.582","Bob.583","Bob.584","Bob.585","Bob.586","Bob.587","Bob.588","Bob.589","Bob.590","Bob.591","Bob.592","Bob.593","Bob.594","Bob.595","Bob.596","Bob.597","Bob.598","Bob.599","Bob.600","Bob.601","Bob.602","Bob.603","Bob.604","Bob.605","Bob.606","Bob.607","Bob.608","Bob.609","Bob.610","Bob.611","Bob.612","Bob.613","Bob.614","Bob.615","Bob.616","Bob.617","Bob.618","Bob.619","Bob.620","Bob.621","Bob.622","Bob.623","Bob.624","Bob.625","Bob.626","Bob.627","Bob.628","Bob.629","Bob.630","Bob.631","Bob.632","Bob.633","Bob.634","Bob.635","Bob.636","Bob.637","Bob.638","Bob.639","Bob.640","Bob.641","Bob.642","Bob.643","Bob.644","Bob.645","Bob.646","Bob.647","Bob.648","Bob.649","Bob.650","Bob.651","Bob.652","Bob.653","Bob.654","Bob.655","Bob.656","Bob.657","Bob.658","Bob.659","Bob.660","Bob.661","Bob.662","Bob.663","Bob.664","Bob.665","Bob.666","Bob.667","Bob.668","Bob.669","Bob.670","Bob.671","Bob.672","Bob.673","Bob.674","Bob.675","Bob.676","Bob.677","Bob.678","Bob.679","Bob.680","Bob.681","Bob.682","Bob.683","Bob.684","Bob.685","Bob.686","Bob.687","Bob.688","Bob.689","Bob.690","Bob.691","Bob.692","Bob.693","Bob.694","Bob.695","Bob.696","Bob.697","Bob.698","Bob.699","Bob.700","Bob.701","Bob.702","Bob.703","Bob.704","Bob.705","Bob.706","Bob.707","Bob.708","Bob.709","Bob.710","Bob.711","Bob.712","Bob.713","Bob.714","Bob.715","Bob.716","Bob.717","Bob.718","Bob.719","Bob.720","Bob.721","Bob.722","Bob.723","Bob.724","Bob.725","Bob.726","Bob.727","Bob.728","Bob.729","Bob.730","Bob.731","Bob.732","Bob.733","Bob.734","Bob.735","Bob.736","Bob.737","Bob.738","Bob.739","Bob.740","Bob.741","Bob.742","Bob.743","Bob.744","Bob.745","Bob.746","Bob.747","Bob.748","Bob.749","Bob.750","Bob.751","Bob.752","Bob.753","Bob.754","Bob.755","Bob.756","Bob.757","Bob.758","Bob.759","Bob.760","Bob.761","Bob.762","Bob.763","Bob.764","Bob.765","Bob.766","Bob.767","Bob.768","Bob.769","Bob.770","Bob.771","Bob.772","Bob.773","Bob.774","Bob.775","Bob.776","Bob.777","Bob.778","Bob.779","Bob.780","Bob.781","Bob.782","Bob.783","Bob.784","Bob.785","Bob.786","Bob.787","Bob.788","Bob.789","Bob.790","Bob.791","Bob.792","Bob.793","Bob.794","Bob.795","Bob.796","Bob.797","Bob.798","Bob.799","Bob.800","Bob.801","Bob.802","Bob.803","Bob.804","Bob.805","Bob.806","Bob.807","Bob.808","Bob.809","Bob.810","Bob.811","Bob.812","Bob.813","Bob.814","Bob.815","Bob.816","Bob.817","Bob.818","Bob.819","Bob.820","Bob.821","Bob.822","Bob.823","Bob.824","Bob.825","Bob.826","Bob.827","Bob.828","Bob.829","Bob.830","Bob.831","Bob.832","Bob.833","Bob.834","Bob.835","Bob.836","Bob.837","Bob.838","Bob.839","Bob.840","Bob.841","Bob.842","Bob.843","Bob.844","Bob.845","Bob.846","Bob.847","Bob.848","Bob.849","Bob.850","Bob.851","Bob.852","Bob.853","Bob.854","Bob.855","Bob.856","Bob.857","Bob.858","Bob.859","Bob.860","Bob.861","Bob.862","Bob.863","Bob.864","Bob.865","Bob.866","Bob.867","Bob.868","Bob.869","Bob.870","Bob.871","Bob.872","Bob.873","Bob.874","Bob.875","Bob.876","Bob.877","Bob.878","Bob.879","Bob.880","Bob.881","Bob.882","Bob.883","Bob.884","Bob.885","Bob.886","Bob.887","Bob.888","Bob.889","Bob.890","Bob.891","Bob.892","Bob.893","Bob.894","Bob.895","Bob.896","Bob.897","Bob.898","Bob.899","Bob.900","Bob.901","Bob.902","Bob.903","Bob.904","Bob.905","Bob.906","Bob.907","Bob.908","Bob.909","Bob.910","Bob.911","Bob.912","Bob.913","Bob.914","Bob.915","Bob.916","Bob.917","Bob.918","Bob.919","Bob.920","Bob.921","Bob.922","Bob.923","Bob.924","Bob.925","Bob.926","Bob.927","Bob.928","Bob.929","Bob.930","Bob.931","Bob.932","Bob.933","Bob.934","Bob.935","Bob.936","Bob.937","Bob.938","Bob.939","Bob.940","Bob.941","Bob.942","Bob.943","Bob.944","Bob.945","Bob.946","Bob.947","Bob.948","Bob.949","Bob.950","Bob.951","Bob.952","Bob.953","Bob.954","Bob.955","Bob.956","Bob.957","Bob.958","Bob.959","Bob.960","Bob.961","Bob.962","Bob.963","Bob.964","Bob.965","Bob.966","Bob.967","Bob.968","Bob.969","Bob.970","Bob.971","Bob.972","Bob.973","Bob.974","Bob.975","Bob.976","Bob.977","Bob.978","Bob.979","Bob.980","Bob.981","Bob.982","Bob.983","Bob.984","Bob.985","Bob.986","Bob.987","Bob.988","Bob.989","Bob.990","Bob.991","Bob.992","Bob.993","Bob.994","Bob.995","Bob.996","Bob.997","Bob.998","Bob.999","Bob.1000","Bob.1001","Bob.1002","Bob.1003","Bob.1004","Bob.1005","Bob.1006","Bob.1007","Bob.1008","Bob.1009","Bob.1010","Bob.1011","Bob.1012","Bob.1013","Bob.1014","Bob.1015","Bob.1016","Bob.1017","Bob.1018","Bob.1019","Bob.1020","Bob.1021","Bob.1022","Bob.1023","Bob.1024","Bob.1025","Bob.1026","Bob.1027","Bob.1028","Bob.1029","Bob.1030","Bob.1031","Bob.1032","Bob.1033","Bob.1034","Bob.1035","Bob.1036","Bob.1037","Bob.1038","Bob.1039","Bob.1040","Bob.1041","Bob.1042","Bob.1043","Bob.1044","Bob.1045","Bob.1046","Bob.1047","Bob.1048","Bob.1049","Bob.1050","Bob.1051","Bob.1052","Bob.1053","Bob.1054","Bob.1055","Bob.1056","Bob.1057","Bob.1058","Bob.1059","Bob.1060","Bob.1061","Bob.1062","Bob.1063","Bob.1064","Bob.1065","Bob.1066","Bob.1067","Bob.1068","Bob.1069","Bob.1070","Bob.1071","Bob.1072","Bob.1073","Bob.1074","Bob.1075","Bob.1076","Bob.1077","Bob.1078","Bob.1079","Bob.1080","Bob.1081","Bob.1082","Bob.1083","Bob.1084","Bob.1085","Bob.1086","Bob.1087","Bob.1088","Bob.1089","Bob.1090","Bob.1091","Bob.1092","Bob.1093","Bob.1094","Bob.1095","Bob.1096","Bob.1097","Bob.1098","Bob.1099","Bob.1100","Bob.1101","Bob.1102","Bob.1103","Bob.1104","Bob.1105","Bob.1106","Bob.1107","Bob.1108","Bob.1109","Bob.1110","Bob.1111","Bob.1112","Bob.1113","Bob.1114","Bob.1115","Bob.1116","Bob.1117","Bob.1118","Bob.1119","Bob.1120","Bob.1121","Bob.1122","Bob.1123","Bob.1124","Bob.1125","Bob.1126","Bob.1127","Bob.1128","Bob.1129","Bob.1130","Bob.1131","Bob.1132","Bob.1133","Bob.1134","Bob.1135","Bob.1136","Bob.1137","Bob.1138","Bob.1139","Bob.1140","Bob.1141","Bob.1142","Bob.1143","Bob.1144","Bob.1145","Bob.1146","Bob.1147","Bob.1148","Bob.1149","Bob.1150","Bob.1151","Bob.1152","Bob.1153","Bob.1154","Bob.1155","Bob.1156","Bob.1157","Bob.1158","Bob.1159","Bob.1160","Bob.1161","Bob.1162","Bob.1163","Bob.1164","Bob.1165","Bob.1166","Bob.1167","Bob.1168","Bob.1169","Bob.1170","Bob.1171","Bob.1172","Bob.1173","Bob.1174","Bob.1175","Bob.1176","Bob.1177","Bob.1178","Bob.1179","Bob.1180","Bob.1181","Bob.1182","Bob.1183","Bob.1184","Bob.1185","Bob.1186","Bob.1187","Bob.1188","Bob.1189","Bob.1190","Bob.1191","Bob.1192","Bob.1193","Bob.1194","Bob.1195","Bob.1196","Bob.1197","Bob.1198","Bob.1199","Bob.1200","Bob.1201","Bob.1202","Bob.1203","Bob.1204","Bob.1205","Bob.1206","Bob.1207","Bob.1208","Bob.1209","Bob.1210","Bob.1211","Bob.1212","Bob.1213","Bob.1214","Bob.1215","Bob.1216","Bob.1217","Bob.1218","Bob.1219","Bob.1220","Bob.1221","Bob.1222","Bob.1223","Bob.1224","Bob.1225","Bob.1226","Bob.1227","Bob.1228","Bob.1229","Bob.1230","Bob.1231","Bob.1232","Bob.1233","Bob.1234","Bob.1235","Bob.1236","Bob.1237","Bob.1238","Bob.1239","Bob.1240","Bob.1241","Bob.1242","Bob.1243","Bob.1244","Bob.1245","Bob.1246","Bob.1247","Bob.1248","Bob.1249","Bob.1250","Bob.1251","Bob.1252","Bob.1253","Bob.1254","Bob.1255","Bob.1256","Bob.1257","Bob.1258","Bob.1259","Bob.1260","Bob.1261","Bob.1262","Bob.1263","Bob.1264","Bob.1265","Bob.1266","Bob.1267","Bob.1268","Bob.1269","Bob.1270","Bob.1271","Bob.1272","Bob.1273","Bob.1274","Bob.1275","Bob.1276","Bob.1277","Bob.1278","Bob.1279","Bob.1280","Bob.1281","Bob.1282","Bob.1283","Bob.1284","Bob.1285","Bob.1286","Bob.1287","Bob.1288","Bob.1289","Bob.1290","Bob.1291","Bob.1292","Bob.1293","Bob.1294","Bob.1295","Bob.1296","Bob.1297","Bob.1298","Bob.1299","Bob.1300","Bob.1301","Bob.1302","Bob.1303","Bob.1304","Bob.1305","Bob.1306","Bob.1307","Bob.1308","Bob.1309","Bob.1310","Bob.1311","Bob.1312","Bob.1313","Bob.1314","Bob.1315","Bob.1316","Bob.1317","Bob.1318","Bob.1319","Bob.1320","Bob.1321","Bob.1322","Bob.1323","Bob.1324","Bob.1325","Bob.1326","Bob.1327","Bob.1328","Bob.1329","Bob.1330","Bob.1331","Bob.1332","Bob.1333","Bob.1334","Bob.1335","Bob.1336","Bob.1337","Bob.1338","Bob.1339","Bob.1340","Bob.1341","Bob.1342","Bob.1343","Bob.1344","Bob.1345","Bob.1346","Bob.1347","Bob.1348","Bob.1349","Bob.1350","Bob.1351","Bob.1352","Bob.1353","Bob.1354","Bob.1355","Bob.1356","Bob.1357","Bob.1358","Bob.1359","Bob.1360","Bob.1361","Bob.1362","Bob.1363","Bob.1364","Bob.1365","Bob.1366","Bob.1367","Bob.1368","Bob.1369","Bob.1370","Bob.1371","Bob.1372","Bob.1373","Bob.1374","Bob.1375","Bob.1376","Bob.1377","Bob.1378","Bob.1379","Bob.1380","Bob.1381","Bob.1382","Bob.1383","Bob.1384","Bob.1385","Bob.1386","Bob.1387","Bob.1388","Bob.1389","Bob.1390","Bob.1391","Bob.1392","Bob.1393","Bob.1394","Bob.1395","Bob.1396","Bob.1397","Bob.1398","Bob.1399","Bob.1400","Bob.1401","Bob.1402","Bob.1403","Bob.1404","Bob.1405","Bob.1406","Bob.1407","Bob.1408","Bob.1409","Bob.1410","Bob.1411","Bob.1412","Bob.1413","Bob.1414","Bob.1415","Bob.1416","Bob.1417","Bob.1418","Bob.1419","Bob.1420","Bob.1421","Bob.1422","Bob.1423","Bob.1424","Bob.1425","Bob.1426","Bob.1427","Bob.1428","Bob.1429","Bob.1430","Bob.1431","Bob.1432","Bob.1433","Bob.1434","Bob.1435","Bob.1436","Bob.1437","Bob.1438","Bob.1439","Bob.1440","Bob.1441","Bob.1442","Bob.1443","Bob.1444","Bob.1445","Bob.1446","Bob.1447","Bob.1448","Bob.1449","Bob.1450","Bob.1451","Bob.1452","Bob.1453","Bob.1454","Bob.1455","Bob.1456","Bob.1457","Bob.1458","Bob.1459","Bob.1460","Bob.1461","Bob.1462","Bob.1463","Bob.1464","Bob.1465","Bob.1466","Bob.1467","Bob.1468","Bob.1469","Bob.1470","Bob.1471","Bob.1472","Bob.1473","Bob.1474","Bob.1475","Bob.1476","Bob.1477","Bob.1478","Bob.1479","Bob.1480","Bob.1481","Bob.1482","Bob.1483","Bob.1484","Bob.1485","Bob.1486","Bob.1487","Bob.1488","Bob.1489","Bob.1490","Bob.1491","Bob.1492","Bob.1493","Bob.1494","Bob.1495","Bob.1496","Bob.1497","Bob.1498","Bob.1499","Bob.1500","Bob.1501","Bob.1502","Bob.1503","Bob.1504","Bob.1505","Bob.1506","Bob.1507","Bob.1508","Bob.1509","Bob.1510","Bob.1511","Bob.1512","Bob.1513","Bob.1514","Bob.1515","Bob.1516","Bob.1517","Bob.1518","Bob.1519","Bob.1520","Bob.1521","Bob.1522","Bob.1523","Bob.1524","Bob.1525","Bob.1526","Bob.1527","Bob.1528","Bob.1529","Bob.1530","Bob.1531","Bob.1532","Bob.1533","Bob.1534","Bob.1535","Bob.1536","Bob.1537","Bob.1538","Bob.1539","Bob.1540","Bob.1541","Bob.1542","Bob.1543","Bob.1544","Bob.1545","Bob.1546","Bob.1547","Bob.1548","Bob.1549","Bob.1550","Bob.1551","Bob.1552","Bob.1553","Bob.1554","Bob.1555","Bob.1556","Bob.1557","Bob.1558","Bob.1559","Bob.1560","Bob.1561","Bob.1562","Bob.1563","Bob.1564","Bob.1565","Bob.1566","Bob.1567","Bob.1568","Bob.1569","Bob.1570","Bob.1571","Bob.1572","Bob.1573","Bob.1574","Bob.1575","Bob.1576","Bob.1577","Bob.1578","Bob.1579","Bob.1580","Bob.1581","Bob.1582","Bob.1583","Bob.1584","Bob.1585","Bob.1586","Bob.1587","Bob.1588","Bob.1589","Bob.1590","Bob.1591","Bob.1592","Bob.1593","Bob.1594","Bob.1595","Bob.1596","Bob.1597","Bob.1598","Bob.1599","Bob.1600","Bob.1601","Bob.1602","Bob.1603","Bob.1604","Bob.1605","Bob.1606","Bob.1607","Bob.1608","Bob.1609","Bob.1610","Bob.1611","Bob.1612","Bob.1613","Bob.1614","Bob.1615","Bob.1616","Bob.1617","Bob.1618","Bob.1619","Bob.1620","Bob.1621","Bob.1622","Bob.1623","Bob.1624","Bob.1625","Bob.1626","Bob.1627","Bob.1628","Bob.1629","Bob.1630","Bob.1631","Bob.1632","Bob.1633","Bob.1634","Bob.1635","Bob.1636","Bob.1637","Bob.1638","Bob.1639","Bob.1640","Bob.1641","Bob.1642","Bob.1643","Bob.1644","Bob.1645","Bob.1646","Bob.1647","Bob.1648","Bob.1649","Bob.1650","Bob.1651","Bob.1652","Bob.1653","Bob.1654","Bob.1655","Bob.1656","Bob.1657","Bob.1658","Bob.1659","Bob.1660","Bob.1661","Bob.1662","Bob.1663","Bob.1664","Bob.1665","Bob.1666","Bob.1667","Bob.1668","Bob.1669","Bob.1670","Bob.1671","Bob.1672","Bob.1673","Bob.1674","Bob.1675","Bob.1676","Bob.1677","Bob.1678","Bob.1679","Bob.1680","Unassigned.1","Unassigned.2","Unassigned.3","Unassigned.4","Unassigned.5","Unassigned.6","Unassigned.7","Unassigned.8","Unassigned.9","Unassigned.10","Unassigned.11","Unassigned.12","Unassigned.13","Unassigned.14","Unassigned.15","Unassigned.16","Unassigned.17","Unassigned.18","Unassigned.19","Unassigned.20","Unassigned.21","Unassigned.22","Unassigned.23","Unassigned.24","Unassigned.25","Unassigned.26","Unassigned.27","Unassigned.28","Unassigned.29","Unassigned.30","Unassigned.31","Unassigned.32","Unassigned.33","Unassigned.34","Unassigned.35","Unassigned.36","Unassigned.37","Unassigned.38","Unassigned.39","Unassigned.40","Unassigned.41","Unassigned.42","Unassigned.43","Unassigned.44","Unassigned.45","Unassigned.46","Unassigned.47","Unassigned.48","Unassigned.49","Unassigned.50","Unassigned.51","Unassigned.52","Unassigned.53","Unassigned.54","Unassigned.55","Unassigned.56","Unassigned.57","Unassigned.58","Unassigned.59","Unassigned.60","Unassigned.61","Unassigned.62","Unassigned.63","Unassigned.64","Unassigned.65","Unassigned.66","Unassigned.67","Unassigned.68","Unassigned.69","Unassigned.70","Unassigned.71","Unassigned.72","Unassigned.73","Unassigned.74","Unassigned.75","Unassigned.76","Unassigned.77","Unassigned.78","Unassigned.79","Unassigned.80","Unassigned.81","Unassigned.82","Unassigned.83","Unassigned.84","Unassigned.85","Unassigned.86","Unassigned.87","Unassigned.88","Unassigned.89","Unassigned.90","Unassigned.91","Unassigned.92","Unassigned.93","Unassigned.94","Unassigned.95","Unassigned.96","Unassigned.97","Unassigned.98","Unassigned.99","Unassigned.100","Unassigned.101","Unassigned.102","Unassigned.103","Unassigned.104","Unassigned.105","Unassigned.106","Unassigned.107","Unassigned.108","Unassigned.109","Unassigned.110","Unassigned.111","Unassigned.112","Unassigned.113","Unassigned.114","Unassigned.115","Unassigned.116","Unassigned.117","Unassigned.118","Unassigned.119","Unassigned.120","Unassigned.121","Unassigned.122","Unassigned.123","Unassigned.124","Unassigned.125","Unassigned.126","Unassigned.127","Unassigned.128","Unassigned.129","Unassigned.130","Unassigned.131","Unassigned.132","Unassigned.133","Unassigned.134","Unassigned.135","Unassigned.136","Unassigned.137","Unassigned.138","Unassigned.139","Unassigned.140","Unassigned.141","Unassigned.142","Unassigned.143","Unassigned.144","Unassigned.145","Unassigned.146","Unassigned.147","Unassigned.148","Unassigned.149","Unassigned.150","Unassigned.151","Unassigned.152","Unassigned.153","Unassigned.154","Unassigned.155","Unassigned.156","Unassigned.157","Unassigned.158","Unassigned.159","Unassigned.160","Unassigned.161","Unassigned.162","Unassigned.163","Unassigned.164","Unassigned.165","Unassigned.166","Unassigned.167","Unassigned.168","Unassigned.169","Unassigned.170","Unassigned.171","Unassigned.172","Unassigned.173","Unassigned.174","Unassigned.175","Unassigned.176","Unassigned.177","Unassigned.178","Unassigned.179","Unassigned.180","Unassigned.181","Unassigned.182","Unassigned.183","Unassigned.184","Unassigned.185","Unassigned.186","Unassigned.187","Unassigned.188","Unassigned.189","Unassigned.190","Unassigned.191","Unassigned.192","Unassigned.193","Unassigned.194","Unassigned.195","Unassigned.196","Unassigned.197","Unassigned.198","Unassigned.199","Unassigned.200","Unassigned.201","Unassigned.202","Unassigned.203","Unassigned.204","Unassigned.205","Unassigned.206","Unassigned.207","Unassigned.208","Unassigned.209","Unassigned.210","Unassigned.211","Unassigned.212","Unassigned.213","Unassigned.214","Unassigned.215","Unassigned.216","Unassigned.217","Unassigned.218","Unassigned.219","Unassigned.220","Unassigned.221","Unassigned.222","Unassigned.223","Unassigned.224","Unassigned.225","Unassigned.226","Unassigned.227","Unassigned.228","Unassigned.229","Unassigned.230","Unassigned.231","Unassigned.232","Unassigned.233","Unassigned.234","Unassigned.235","Unassigned.236","Unassigned.237","Unassigned.238","Unassigned.239","Unassigned.240","Unassigned.241","Unassigned.242","Unassigned.243","Unassigned.244","Unassigned.245","Unassigned.246","Unassigned.247","Unassigned.248","Unassigned.249","Unassigned.250","Unassigned.251","Unassigned.252","Unassigned.253","Unassigned.254","Unassigned.255","Unassigned.256","Unassigned.257","Unassigned.258","Unassigned.259","Unassigned.260","Unassigned.261","Unassigned.262","Unassigned.263","Unassigned.264","Unassigned.265","Unassigned.266","Unassigned.267","Unassigned.268","Unassigned.269","Unassigned.270","Unassigned.271","Unassigned.272","Unassigned.273","Unassigned.274","Unassigned.275","Unassigned.276","Unassigned.277","Unassigned.278","Unassigned.279","Unassigned.280","Unassigned.281","Unassigned.282","Unassigned.283","Unassigned.284","Unassigned.285","Unassigned.286","Unassigned.287","Unassigned.288","Unassigned.289","Unassigned.290","Unassigned.291","Unassigned.292","Unassigned.293","Unassigned.294","Unassigned.295","Unassigned.296","Unassigned.297","Unassigned.298","Unassigned.299","Unassigned.300","Unassigned.301","Unassigned.302","Unassigned.303","Unassigned.304","Unassigned.305","Unassigned.306","Unassigned.307","Unassigned.308","Unassigned.309","Unassigned.310","Unassigned.311","Unassigned.312","Unassigned.313","Unassigned.314","Unassigned.315","Unassigned.316","Unassigned.317","Unassigned.318","Unassigned.319","Unassigned.320","Unassigned.321","Unassigned.322","Unassigned.323","Unassigned.324","Unassigned.325","Unassigned.326","Unassigned.327","Unassigned.328","Unassigned.329","Unassigned.330","Unassigned.331","Unassigned.332","Unassigned.333","Unassigned.334","Unassigned.335","Unassigned.336","Unassigned.337","Unassigned.338","Unassigned.339","Unassigned.340","Unassigned.341","Unassigned.342","Unassigned.343","Unassigned.344","Unassigned.345","Unassigned.346","Unassigned.347","Unassigned.348","Unassigned.349","Unassigned.350","Unassigned.351","Unassigned.352","Unassigned.353","Unassigned.354","Unassigned.355","Unassigned.356","Unassigned.357","Unassigned.358","Unassigned.359","Unassigned.360","Unassigned.361","Unassigned.362","Unassigned.363","Unassigned.364","Unassigned.365","Unassigned.366","Unassigned.367","Unassigned.368","Unassigned.369","Unassigned.370","Unassigned.371","Unassigned.372","Unassigned.373","Unassigned.374","Unassigned.375","Unassigned.376","Unassigned.377","Unassigned.378","Unassigned.379","Unassigned.380","Unassigned.381","Unassigned.382","Unassigned.383","Unassigned.384","Unassigned.385","Unassigned.386","Unassigned.387","Unassigned.388","Unassigned.389","Unassigned.390","Unassigned.391","Unassigned.392","Unassigned.393","Unassigned.394","Unassigned.395","Unassigned.396","Unassigned.397","Unassigned.398","Unassigned.399","Unassigned.400","Unassigned.401","Unassigned.402","Unassigned.403","Unassigned.404","Unassigned.405","Unassigned.406","Unassigned.407","Unassigned.408","Unassigned.409","Unassigned.410","Unassigned.411","Unassigned.412","Unassigned.413","Unassigned.414","Unassigned.415","Unassigned.416","Unassigned.417","Unassigned.418","Unassigned.419","Unassigned.420","Unassigned.421","Unassigned.422","Unassigned.423","Unassigned.424","Unassigned.425","Unassigned.426","Unassigned.427","Unassigned.428","Unassigned.429","Unassigned.430","Unassigned.431","Unassigned.432","Unassigned.433","Unassigned.434","Unassigned.435","Unassigned.436","Unassigned.437","Unassigned.438","Unassigned.439","Unassigned.440","Unassigned.441","Unassigned.442","Unassigned.443","Unassigned.444","Unassigned.445","Unassigned.446","Unassigned.447","Unassigned.448","Unassigned.449","Unassigned.450","Unassigned.451","Unassigned.452","Unassigned.453","Unassigned.454","Unassigned.455","Unassigned.456","Unassigned.457","Unassigned.458","Unassigned.459","Unassigned.460","Unassigned.461","Unassigned.462","Unassigned.463","Unassigned.464","Unassigned.465","Unassigned.466","Unassigned.467","Unassigned.468","Unassigned.469","Unassigned.470","Unassigned.471","Unassigned.472","Unassigned.473","Unassigned.474","Unassigned.475","Unassigned.476","Unassigned.477","Unassigned.478","Unassigned.479","Unassigned.480","Unassigned.481","Unassigned.482","Unassigned.483","Unassigned.484","Unassigned.485","Unassigned.486","Unassigned.487","Unassigned.488","Unassigned.489","Unassigned.490","Unassigned.491","Unassigned.492","Unassigned.493","Unassigned.494","Unassigned.495","Unassigned.496","Unassigned.497","Unassigned.498","Unassigned.499","Unassigned.500","Unassigned.501","Unassigned.502","Unassigned.503","Unassigned.504","Unassigned.505","Unassigned.506","Unassigned.507","Unassigned.508","Unassigned.509","Unassigned.510","Unassigned.511","Unassigned.512","Unassigned.513","Unassigned.514","Unassigned.515","Unassigned.516","Unassigned.517","Unassigned.518","Unassigned.519","Unassigned.520","Unassigned.521","Unassigned.522","Unassigned.523","Unassigned.524","Unassigned.525","Unassigned.526","Unassigned.527","Unassigned.528","Unassigned.529","Unassigned.530","Unassigned.531","Unassigned.532","Unassigned.533","Unassigned.534","Unassigned.535","Unassigned.536","Unassigned.537","Unassigned.538","Unassigned.539","Unassigned.540","Unassigned.541","Unassigned.542","Unassigned.543","Unassigned.544","Unassigned.545","Unassigned.546","Unassigned.547","Unassigned.548","Unassigned.549","Unassigned.550","Unassigned.551","Unassigned.552","Unassigned.553","Unassigned.554","Unassigned.555","Unassigned.556","Unassigned.557","Unassigned.558","Unassigned.559","Unassigned.560","Unassigned.561","Unassigned.562","Unassigned.563","Unassigned.564","Unassigned.565","Unassigned.566","Unassigned.567","Unassigned.568","Unassigned.569","Unassigned.570","Unassigned.571","Unassigned.572","Unassigned.573","Unassigned.574","Unassigned.575","Unassigned.576","Unassigned.577","Unassigned.578","Unassigned.579","Unassigned.580","Unassigned.581","Unassigned.582","Unassigned.583","Unassigned.584","Unassigned.585","Unassigned.586","Unassigned.587","Unassigned.588","Unassigned.589","Unassigned.590","Unassigned.591","Unassigned.592","Unassigned.593","Unassigned.594","Unassigned.595","Unassigned.596","Unassigned.597","Unassigned.598","Unassigned.599","Unassigned.600","Unassigned.601","Unassigned.602","Unassigned.603","Unassigned.604","Unassigned.605","Unassigned.606","Unassigned.607","Unassigned.608","Unassigned.609","Unassigned.610","Unassigned.611","Unassigned.612","Unassigned.613","Unassigned.614","Unassigned.615","Unassigned.616","Unassigned.617","Unassigned.618","Unassigned.619","Unassigned.620","Unassigned.621","Unassigned.622","Unassigned.623","Unassigned.624","Unassigned.625","Unassigned.626","Unassigned.627","Unassigned.628","Unassigned.629","Unassigned.630","Unassigned.631","Unassigned.632","Unassigned.633","Unassigned.634","Unassigned.635","Unassigned.636","Unassigned.637","Unassigned.638","Unassigned.639","Unassigned.640","Unassigned.641","Unassigned.642","Unassigned.643","Unassigned.644","Unassigned.645","Unassigned.646","Unassigned.647","Unassigned.648","Unassigned.649","Unassigned.650","Unassigned.651","Unassigned.652","Unassigned.653","Unassigned.654","Unassigned.655","Unassigned.656","Unassigned.657","Unassigned.658","Unassigned.659","Unassigned.660","Unassigned.661","Unassigned.662","Unassigned.663","Unassigned.664","Unassigned.665","Unassigned.666","Unassigned.667","Unassigned.668","Unassigned.669","Unassigned.670","Unassigned.671","Unassigned.672","Unassigned.673","Unassigned.674","Unassigned.675","Unassigned.676","Unassigned.677","Unassigned.678","Unassigned.679","Unassigned.680","Unassigned.681","Unassigned.682","Unassigned.683","Unassigned.684","Unassigned.685","Unassigned.686","Unassigned.687","Unassigned.688","Unassigned.689","Unassigned.690","Unassigned.691","Unassigned.692","Unassigned.693","Unassigned.694","Unassigned.695","Unassigned.696","Unassigned.697","Unassigned.698","Unassigned.699","Unassigned.700","Unassigned.701","Unassigned.702","Unassigned.703","Unassigned.704","Unassigned.705","Unassigned.706","Unassigned.707","Unassigned.708","Unassigned.709","Unassigned.710","Unassigned.711","Unassigned.712","Unassigned.713","Unassigned.714","Unassigned.715","Unassigned.716","Unassigned.717","Unassigned.718","Unassigned.719","Unassigned.720","Unassigned.721","Unassigned.722","Unassigned.723","Unassigned.724","Unassigned.725","Unassigned.726","Unassigned.727","Unassigned.728","Unassigned.729","Unassigned.730","Unassigned.731","Unassigned.732","Unassigned.733","Unassigned.734","Unassigned.735","Unassigned.736","Unassigned.737","Unassigned.738","Unassigned.739","Unassigned.740","Unassigned.741","Unassigned.742","Unassigned.743","Unassigned.744","Unassigned.745","Unassigned.746","Unassigned.747","Unassigned.748","Unassigned.749","Unassigned.750","Unassigned.751","Unassigned.752","Unassigned.753","Unassigned.754","Unassigned.755","Unassigned.756","Unassigned.757","Unassigned.758","Unassigned.759","Unassigned.760","Unassigned.761","Unassigned.762","Unassigned.763","Unassigned.764","Unassigned.765","Unassigned.766","Unassigned.767","Unassigned.768","Unassigned.769","Unassigned.770","Unassigned.771","Unassigned.772","Unassigned.773","Unassigned.774","Unassigned.775","Unassigned.776","Unassigned.777","Unassigned.778","Unassigned.779","Unassigned.780","Unassigned.781","Unassigned.782","Unassigned.783","Unassigned.784","Unassigned.785","Unassigned.786","Unassigned.787","Unassigned.788","Unassigned.789","Unassigned.790","Unassigned.791","Unassigned.792","Unassigned.793","Unassigned.794","Unassigned.795","Unassigned.796","Unassigned.797","Unassigned.798","Unassigned.799","Unassigned.800","Unassigned.801","Unassigned.802","Unassigned.803","Unassigned.804","Unassigned.805","Unassigned.806","Unassigned.807","Unassigned.808","Unassigned.809","Unassigned.810","Unassigned.811","Unassigned.812","Unassigned.813","Unassigned.814","Unassigned.815","Unassigned.816","Unassigned.817","Unassigned.818","Unassigned.819","Unassigned.820","Unassigned.821","Unassigned.822","Unassigned.823","Unassigned.824","Unassigned.825","Unassigned.826","Unassigned.827","Unassigned.828","Unassigned.829","Unassigned.830","Unassigned.831","Unassigned.832","Unassigned.833","Unassigned.834","Unassigned.835","Unassigned.836","Unassigned.837","Unassigned.838","Unassigned.839","Unassigned.840","Unassigned.841","Unassigned.842","Unassigned.843","Unassigned.844","Unassigned.845","Unassigned.846","Unassigned.847","Unassigned.848","Unassigned.849","Unassigned.850","Unassigned.851","Unassigned.852","Unassigned.853","Unassigned.854","Unassigned.855","Unassigned.856","Unassigned.857","Unassigned.858","Unassigned.859","Unassigned.860","Unassigned.861","Unassigned.862","Unassigned.863","Unassigned.864","Unassigned.865","Unassigned.866","Unassigned.867","Unassigned.868","Unassigned.869","Unassigned.870","Unassigned.871","Unassigned.872","Unassigned.873","Unassigned.874","Unassigned.875","Unassigned.876","Unassigned.877","Unassigned.878","Unassigned.879","Unassigned.880","Unassigned.881","Unassigned.882","Unassigned.883","Unassigned.884","Unassigned.885","Unassigned.886","Unassigned.887","Unassigned.888","Unassigned.889","Unassigned.890","Unassigned.891","Unassigned.892","Unassigned.893","Unassigned.894","Unassigned.895","Unassigned.896","Unassigned.897","Unassigned.898","Unassigned.899","Unassigned.900","Unassigned.901","Unassigned.902","Unassigned.903","Unassigned.904","Unassigned.905","Unassigned.906","Unassigned.907","Unassigned.908","Unassigned.909","Unassigned.910","Unassigned.911","Unassigned.912","Unassigned.913","Unassigned.914","Unassigned.915","Unassigned.916","Unassigned.917","Unassigned.918","Unassigned.919","Unassigned.920","Unassigned.921","Unassigned.922","Unassigned.923","Unassigned.924","Unassigned.925","Unassigned.926","Unassigned.927","Unassigned.928","Unassigned.929","Unassigned.930","Unassigned.931","Unassigned.932","Unassigned.933","Unassigned.934","Unassigned.935","Unassigned.936","Unassigned.937","Unassigned.938","Unassigned.939","Unassigned.940","Unassigned.941","Unassigned.942","Unassigned.943","Unassigned.944","Unassigned.945","Unassigned.946","Unassigned.947","Unassigned.948","Unassigned.949","Unassigned.950","Unassigned.951","Unassigned.952","Unassigned.953","Unassigned.954","Unassigned.955","Unassigned.956","Unassigned.957","Unassigned.958","Unassigned.959","Unassigned.960","Unassigned.961","Unassigned.962","Unassigned.963","Unassigned.964","Unassigned.965","Unassigned.966","Unassigned.967","Unassigned.968","Unassigned.969","Unassigned.970","Unassigned.971","Unassigned.972","Unassigned.973","Unassigned.974","Unassigned.975","Unassigned.976","Unassigned.977","Unassigned.978","Unassigned.979","Unassigned.980","Unassigned.981","Unassigned.982","Unassigned.983","Unassigned.984","Unassigned.985","Unassigned.986","Unassigned.987","Unassigned.988","Unassigned.989","Unassigned.990","Unassigned.991","Unassigned.992","Unassigned.993","Unassigned.994","Unassigned.995","Unassigned.996","Unassigned.997","Unassigned.998","Unassigned.999","Unassigned.1000","Unassigned.1001","Unassigned.1002","Unassigned.1003","Unassigned.1004","Unassigned.1005","Unassigned.1006","Unassigned.1007","Unassigned.1008","Unassigned.1009","Unassigned.1010","Unassigned.1011","Unassigned.1012","Unassigned.1013","Unassigned.1014","Unassigned.1015","Unassigned.1016","Unassigned.1017","Unassigned.1018","Unassigned.1019","Unassigned.1020","Unassigned.1021","Unassigned.1022","Unassigned.1023","Unassigned.1024","Unassigned.1025","Unassigned.1026","Unassigned.1027","Unassigned.1028","Unassigned.1029","Unassigned.1030","Unassigned.1031","Unassigned.1032","Unassigned.1033","Unassigned.1034","Unassigned.1035","Unassigned.1036","Unassigned.1037","Unassigned.1038","Unassigned.1039","Unassigned.1040","Unassigned.1041","Unassigned.1042","Unassigned.1043","Unassigned.1044","Unassigned.1045","Unassigned.1046","Unassigned.1047","Unassigned.1048","Unassigned.1049","Unassigned.1050","Unassigned.1051","Unassigned.1052","Unassigned.1053","Unassigned.1054","Unassigned.1055","Unassigned.1056","Unassigned.1057","Unassigned.1058","Unassigned.1059","Unassigned.1060","Unassigned.1061","Unassigned.1062","Unassigned.1063","Unassigned.1064","Unassigned.1065","Unassigned.1066","Unassigned.1067","Unassigned.1068","Unassigned.1069","Unassigned.1070","Unassigned.1071","Unassigned.1072","Unassigned.1073","Unassigned.1074","Unassigned.1075","Unassigned.1076","Unassigned.1077","Unassigned.1078","Unassigned.1079","Unassigned.1080","Unassigned.1081","Unassigned.1082","Unassigned.1083","Unassigned.1084","Unassigned.1085","Unassigned.1086","Unassigned.1087","Unassigned.1088","Unassigned.1089","Unassigned.1090","Unassigned.1091","Unassigned.1092","Unassigned.1093","Unassigned.1094","Unassigned.1095","Unassigned.1096","Unassigned.1097","Unassigned.1098","Unassigned.1099","Unassigned.1100","Unassigned.1101","Unassigned.1102","Unassigned.1103","Unassigned.1104","Unassigned.1105","Unassigned.1106","Unassigned.1107","Unassigned.1108","Unassigned.1109","Unassigned.1110","Unassigned.1111","Unassigned.1112","Unassigned.1113","Unassigned.1114","Unassigned.1115","Unassigned.1116","Unassigned.1117","Unassigned.1118","Unassigned.1119","Unassigned.1120","Unassigned.1121","Unassigned.1122","Unassigned.1123","Unassigned.1124","Unassigned.1125","Unassigned.1126","Unassigned.1127","Unassigned.1128","Unassigned.1129","Unassigned.1130","Unassigned.1131","Unassigned.1132","Unassigned.1133","Unassigned.1134","Unassigned.1135","Unassigned.1136","Unassigned.1137","Unassigned.1138","Unassigned.1139","Unassigned.1140","Unassigned.1141","Unassigned.1142","Unassigned.1143","Unassigned.1144","Unassigned.1145","Unassigned.1146","Unassigned.1147","Unassigned.1148","Unassigned.1149","Unassigned.1150","Unassigned.1151","Unassigned.1152","Unassigned.1153","Unassigned.1154","Unassigned.1155","Unassigned.1156","Unassigned.1157","Unassigned.1158","Unassigned.1159","Unassigned.1160","Unassigned.1161","Unassigned.1162","Unassigned.1163","Unassigned.1164","Unassigned.1165","Unassigned.1166","Unassigned.1167","Unassigned.1168","Unassigned.1169","Unassigned.1170","Unassigned.1171","Unassigned.1172","Unassigned.1173","Unassigned.1174","Unassigned.1175","Unassigned.1176","Unassigned.1177","Unassigned.1178","Unassigned.1179","Unassigned.1180","Unassigned.1181","Unassigned.1182","Unassigned.1183","Unassigned.1184","Unassigned.1185","Unassigned.1186","Unassigned.1187","Unassigned.1188","Unassigned.1189","Unassigned.1190","Unassigned.1191","Unassigned.1192","Unassigned.1193","Unassigned.1194","Unassigned.1195","Unassigned.1196","Unassigned.1197","Unassigned.1198","Unassigned.1199","Unassigned.1200","Unassigned.1201","Unassigned.1202","Unassigned.1203","Unassigned.1204","Unassigned.1205","Unassigned.1206","Unassigned.1207","Unassigned.1208","Unassigned.1209","Unassigned.1210","Unassigned.1211","Unassigned.1212","Unassigned.1213","Unassigned.1214","Unassigned.1215","Unassigned.1216","Unassigned.1217","Unassigned.1218","Unassigned.1219","Unassigned.1220","Unassigned.1221","Unassigned.1222","Unassigned.1223","Unassigned.1224","Unassigned.1225","Unassigned.1226","Unassigned.1227","Unassigned.1228","Unassigned.1229","Unassigned.1230","Unassigned.1231","Unassigned.1232","Unassigned.1233","Unassigned.1234","Unassigned.1235","Unassigned.1236","Unassigned.1237","Unassigned.1238","Unassigned.1239","Unassigned.1240","Unassigned.1241","Unassigned.1242","Unassigned.1243","Unassigned.1244","Unassigned.1245","Unassigned.1246","Unassigned.1247","Unassigned.1248","Unassigned.1249","Unassigned.1250","Unassigned.1251","Unassigned.1252","Unassigned.1253","Unassigned.1254","Unassigned.1255","Unassigned.1256","Unassigned.1257","Unassigned.1258","Unassigned.1259","Unassigned.1260","Unassigned.1261","Unassigned.1262","Unassigned.1263","Unassigned.1264","Unassigned.1265","Unassigned.1266","Unassigned.1267","Unassigned.1268","Unassigned.1269","Unassigned.1270","Unassigned.1271","Unassigned.1272","Unassigned.1273","Unassigned.1274","Unassigned.1275","Unassigned.1276","Unassigned.1277","Unassigned.1278","Unassigned.1279","Unassigned.1280","Unassigned.1281","Unassigned.1282","Unassigned.1283","Unassigned.1284","Unassigned.1285","Unassigned.1286","Unassigned.1287","Unassigned.1288","Unassigned.1289","Unassigned.1290","Unassigned.1291","Unassigned.1292","Unassigned.1293","Unassigned.1294","Unassigned.1295","Unassigned.1296","Unassigned.1297","Unassigned.1298","Unassigned.1299","Unassigned.1300","Unassigned.1301","Unassigned.1302","Unassigned.1303","Unassigned.1304","Unassigned.1305","Unassigned.1306","Unassigned.1307","Unassigned.1308","Unassigned.1309","Unassigned.1310","Unassigned.1311","Unassigned.1312","Unassigned.1313","Unassigned.1314","Unassigned.1315","Unassigned.1316","Unassigned.1317","Unassigned.1318","Unassigned.1319","Unassigned.1320","Unassigned.1321","Unassigned.1322","Unassigned.1323","Unassigned.1324","Unassigned.1325","Unassigned.1326","Unassigned.1327","Unassigned.1328","Unassigned.1329","Unassigned.1330","Unassigned.1331","Unassigned.1332","Unassigned.1333","Unassigned.1334","Unassigned.1335","Unassigned.1336","Unassigned.1337","Unassigned.1338","Unassigned.1339","Unassigned.1340","Unassigned.1341","Unassigned.1342","Unassigned.1343","Unassigned.1344","Unassigned.1345","Unassigned.1346","Unassigned.1347","Unassigned.1348","Unassigned.1349","Unassigned.1350","Unassigned.1351","Unassigned.1352","Unassigned.1353","Unassigned.1354","Unassigned.1355","Unassigned.1356","Unassigned.1357","Unassigned.1358","Unassigned.1359","Unassigned.1360","Unassigned.1361","Unassigned.1362","Unassigned.1363","Unassigned.1364","Unassigned.1365","Unassigned.1366","Unassigned.1367","Unassigned.1368","Unassigned.1369","Unassigned.1370","Unassigned.1371","Unassigned.1372","Unassigned.1373","Unassigned.1374","Unassigned.1375","Unassigned.1376","Unassigned.1377","Unassigned.1378","Unassigned.1379","Unassigned.1380","Unassigned.1381","Unassigned.1382","Unassigned.1383","Unassigned.1384","Unassigned.1385","Unassigned.1386","Unassigned.1387","Unassigned.1388","Unassigned.1389","Unassigned.1390","Unassigned.1391","Unassigned.1392","Unassigned.1393","Unassigned.1394","Unassigned.1395","Unassigned.1396","Unassigned.1397","Unassigned.1398","Unassigned.1399","Unassigned.1400","Unassigned.1401","Unassigned.1402","Unassigned.1403","Unassigned.1404","Unassigned.1405","Unassigned.1406","Unassigned.1407","Unassigned.1408","Unassigned.1409","Unassigned.1410","Unassigned.1411","Unassigned.1412","Unassigned.1413","Unassigned.1414","Unassigned.1415","Unassigned.1416","Unassigned.1417","Unassigned.1418","Unassigned.1419","Unassigned.1420","Unassigned.1421","Unassigned.1422","Unassigned.1423","Unassigned.1424","Unassigned.1425","Unassigned.1426","Unassigned.1427","Unassigned.1428","Unassigned.1429","Unassigned.1430","Unassigned.1431","Unassigned.1432","Unassigned.1433","Unassigned.1434","Unassigned.1435","Unassigned.1436","Unassigned.1437","Unassigned.1438","Unassigned.1439","Unassigned.1440","Unassigned.1441","Unassigned.1442","Unassigned.1443","Unassigned.1444","Unassigned.1445","Unassigned.1446","Unassigned.1447","Unassigned.1448","Unassigned.1449","Unassigned.1450","Unassigned.1451","Unassigned.1452","Unassigned.1453","Unassigned.1454","Unassigned.1455","Unassigned.1456","Unassigned.1457","Unassigned.1458","Unassigned.1459","Unassigned.1460","Unassigned.1461","Unassigned.1462","Unassigned.1463","Unassigned.1464","Unassigned.1465","Unassigned.1466","Unassigned.1467","Unassigned.1468","Unassigned.1469","Unassigned.1470","Unassigned.1471","Unassigned.1472","Unassigned.1473","Unassigned.1474","Unassigned.1475","Unassigned.1476","Unassigned.1477","Unassigned.1478","Unassigned.1479","Unassigned.1480","Unassigned.1481","Unassigned.1482","Unassigned.1483","Unassigned.1484","Unassigned.1485","Unassigned.1486","Unassigned.1487","Unassigned.1488","Unassigned.1489","Unassigned.1490","Unassigned.1491","Unassigned.1492","Unassigned.1493","Unassigned.1494","Unassigned.1495","Unassigned.1496","Unassigned.1497","Unassigned.1498","Unassigned.1499","Unassigned.1500","Unassigned.1501","Unassigned.1502","Unassigned.1503","Unassigned.1504","Unassigned.1505","Unassigned.1506","Unassigned.1507","Unassigned.1508","Unassigned.1509","Unassigned.1510","Unassigned.1511","Unassigned.1512","Unassigned.1513","Unassigned.1514","Unassigned.1515","Unassigned.1516","Unassigned.1517","Unassigned.1518","Unassigned.1519","Unassigned.1520","Unassigned.1521","Unassigned.1522","Unassigned.1523","Unassigned.1524","Unassigned.1525","Unassigned.1526","Unassigned.1527","Unassigned.1528","Unassigned.1529","Unassigned.1530","Unassigned.1531","Unassigned.1532","Unassigned.1533","Unassigned.1534","Unassigned.1535","Unassigned.1536","Unassigned.1537","Unassigned.1538","Unassigned.1539","Unassigned.1540","Unassigned.1541","Unassigned.1542","Unassigned.1543","Unassigned.1544","Unassigned.1545","Unassigned.1546","Unassigned.1547","Unassigned.1548","Unassigned.1549","Unassigned.1550","Unassigned.1551","Unassigned.1552","Unassigned.1553","Unassigned.1554","Unassigned.1555","Unassigned.1556","Unassigned.1557","Unassigned.1558","Unassigned.1559","Unassigned.1560","Unassigned.1561","Unassigned.1562","Unassigned.1563","Unassigned.1564","Unassigned.1565","Unassigned.1566","Unassigned.1567","Unassigned.1568","Unassigned.1569","Unassigned.1570","Unassigned.1571","Unassigned.1572","Unassigned.1573","Unassigned.1574","Unassigned.1575","Unassigned.1576","Unassigned.1577","Unassigned.1578","Unassigned.1579","Unassigned.1580","Unassigned.1581","Unassigned.1582","Unassigned.1583","Unassigned.1584","Unassigned.1585","Unassigned.1586","Unassigned.1587","Unassigned.1588","Unassigned.1589","Unassigned.1590","Unassigned.1591","Unassigned.1592","Unassigned.1593","Unassigned.1594","Unassigned.1595","Unassigned.1596","Unassigned.1597","Unassigned.1598","Unassigned.1599","Unassigned.1600","Unassigned.1601","Unassigned.1602","Unassigned.1603","Unassigned.1604","Unassigned.1605","Unassigned.1606","Unassigned.1607","Unassigned.1608","Unassigned.1609","Unassigned.1610","Unassigned.1611","Unassigned.1612","Unassigned.1613","Unassigned.1614","Unassigned.1615","Unassigned.1616","Unassigned.1617","Unassigned.1618","Unassigned.1619","Unassigned.1620","Unassigned.1621","Unassigned.1622","Unassigned.1623","Unassigned.1624","Unassigned.1625","Unassigned.1626","Unassigned.1627","Unassigned.1628","Unassigned.1629","Unassigned.1630","Unassigned.1631","Unassigned.1632","Unassigned.1633","Unassigned.1634","Unassigned.1635","Unassigned.1636","Unassigned.1637","Unassigned.1638","Unassigned.1639","Unassigned.1640","Unassigned.1641","Unassigned.1642","Unassigned.1643","Unassigned.1644","Unassigned.1645","Unassigned.1646","Unassigned.1647","Unassigned.1648","Unassigned.1649","Unassigned.1650","Unassigned.1651","Unassigned.1652","Unassigned.1653","Unassigned.1654","Unassigned.1655","Unassigned.1656","Unassigned.1657","Unassigned.1658","Unassigned.1659","Unassigned.1660","Unassigned.1661","Unassigned.1662","Unassigned.1663","Unassigned.1664","Unassigned.1665","Unassigned.1666","Unassigned.1667","Unassigned.1668","Unassigned.1669","Unassigned.1670","Unassigned.1671","Unassigned.1672","Unassigned.1673","Unassigned.1674","Unassigned.1675","Unassigned.1676","Unassigned.1677","Unassigned.1678","Unassigned.1679","Unassigned.1680"],[3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3,4,4,4,4,4,4,4,4,4,4,4,4,4,3,4,4,4,4,4,4,4,4,4,4,4,4,4,3,4,4,4,4,4,4,4,4,4,4,4,4,4,3,4,4,4,4,4,4,4,4,4,4,4,4,4,3,4,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,3,4,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,3,4,4.5,4.5,4.5,4.5,4.5,4.5,4.5,4.5,4.5,4.5,4.5,4.5,3,4,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,3,4,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,3,4,5,5,5,5,5,5,5,5,5,5,5,5,3,4,5,5,5,5,5,5,5,5,5,5,5,5,3,4,5,5,5,5,5,5,5,5,5,5,5,5,3,4,5,5,5,5,5,5,5,5,5,5,5,5,3,4,5,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,3,4,5,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,3,4,5,5.5,5.5,5.5,5.5,5.5,5.5,5.5,5.5,5.5,5.5,5.5,3,4,5,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,3,4,5,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,3,4,5,6,6,6,6,6,6,6,6,6,6,6,3,4,5,6,6,6,6,6,6,6,6,6,6,6,3,4,5,6,6,6,6,6,6,6,6,6,6,6,3,4,5,6,6,6,6,6,6,6,6,6,6,6,3,4,5,6,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,3,4,5,6,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,3,4,5,6,6.5,6.5,6.5,6.5,6.5,6.5,6.5,6.5,6.5,6.5,3,4,5,6,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,3,4,5,6,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,3,4,5,6,7,7,7,7,7,7,7,7,7,7,3,4,5,6,7,7,7,7,7,7,7,7,7,7,3,4,5,6,7,7,7,7,7,7,7,7,7,7,3,4,5,6,7,7,7,7,7,7,7,7,7,7,3,4,5,6,7,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,3,4,5,6,7,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,3,4,5,6,7,7.5,7.5,7.5,7.5,7.5,7.5,7.5,7.5,7.5,3,4,5,6,7,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,3,4,5,6,7,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,3,4,5,6,7,8,8,8,8,8,8,8,8,8,3,4,5,6,7,8,8,8,8,8,8,8,8,8,3,4,5,6,7,8,8,8,8,8,8,8,8,8,3,4,5,6,7,8,8,8,8,8,8,8,8,8,3,4,5,6,7,8,8.01851851851852,8.01851851851852,8.01851851851852,8.01851851851852,8.01851851851852,8.01851851851852,8.01851851851852,8.01851851851852,3,4,5,6,7,8,8.14814814814815,8.14814814814815,8.14814814814815,8.14814814814815,8.14814814814815,8.14814814814815,8.14814814814815,8.14814814814815,3,4,5,6,7,8,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,3,4,5,6,7,8,8.85185185185185,8.85185185185185,8.85185185185185,8.85185185185185,8.85185185185185,8.85185185185185,8.85185185185185,8.85185185185185,3,4,5,6,7,8,8.98148148148148,8.98148148148148,8.98148148148148,8.98148148148148,8.98148148148148,8.98148148148148,8.98148148148148,8.98148148148148,3,4,5,6,7,8,9,9,9,9,9,9,9,9,3,4,5,6,7,8,9,9,9,9,9,9,9,9,3,4,5,6,7,8,9,9,9,9,9,9,9,9,3,4,5,6,7,8,9,9,9,9,9,9,9,9,3,4,5,6,7,8,9,9.01851851851852,9.01851851851852,9.01851851851852,9.01851851851852,9.01851851851852,9.01851851851852,9.01851851851852,3,4,5,6,7,8,9,9.14814814814815,9.14814814814815,9.14814814814815,9.14814814814815,9.14814814814815,9.14814814814815,9.14814814814815,3,4,5,6,7,8,9,9.5,9.5,9.5,9.5,9.5,9.5,9.5,3,4,5,6,7,8,9,9.85185185185185,9.85185185185185,9.85185185185185,9.85185185185185,9.85185185185185,9.85185185185185,9.85185185185185,3,4,5,6,7,8,9,9.98148148148148,9.98148148148148,9.98148148148148,9.98148148148148,9.98148148148148,9.98148148148148,9.98148148148148,3,4,5,6,7,8,9,10,10,10,10,10,10,10,3,4,5,6,7,8,9,10,10,10,10,10,10,10,3,4,5,6,7,8,9,10,10,10,10,10,10,10,3,4,5,6,7,8,9,10,10,10,10,10,10,10,3,4,5,6,7,8,9,10,10.0185185185185,10.0185185185185,10.0185185185185,10.0185185185185,10.0185185185185,10.0185185185185,3,4,5,6,7,8,9,10,10.1481481481481,10.1481481481481,10.1481481481481,10.1481481481481,10.1481481481481,10.1481481481481,3,4,5,6,7,8,9,10,10.5,10.5,10.5,10.5,10.5,10.5,3,4,5,6,7,8,9,10,10.8518518518519,10.8518518518519,10.8518518518519,10.8518518518519,10.8518518518519,10.8518518518519,3,4,5,6,7,8,9,10,10.9814814814815,10.9814814814815,10.9814814814815,10.9814814814815,10.9814814814815,10.9814814814815,3,4,5,6,7,8,9,10,11,11,11,11,11,11,3,4,5,6,7,8,9,10,11,11,11,11,11,11,3,4,5,6,7,8,9,10,11,11,11,11,11,11,3,4,5,6,7,8,9,10,11,11,11,11,11,11,3,4,5,6,7,8,9,10,11,11.0185185185185,11.0185185185185,11.0185185185185,11.0185185185185,11.0185185185185,3,4,5,6,7,8,9,10,11,11.1481481481481,11.1481481481481,11.1481481481481,11.1481481481481,11.1481481481481,3,4,5,6,7,8,9,10,11,11.5,11.5,11.5,11.5,11.5,3,4,5,6,7,8,9,10,11,11.8518518518519,11.8518518518519,11.8518518518519,11.8518518518519,11.8518518518519,3,4,5,6,7,8,9,10,11,11.9814814814815,11.9814814814815,11.9814814814815,11.9814814814815,11.9814814814815,3,4,5,6,7,8,9,10,11,12,12,12,12,12,3,4,5,6,7,8,9,10,11,12,12,12,12,12,3,4,5,6,7,8,9,10,11,12,12,12,12,12,3,4,5,6,7,8,9,10,11,12,12,12,12,12,3,4,5,6,7,8,9,10,11,12,12.0185185185185,12.0185185185185,12.0185185185185,12.0185185185185,3,4,5,6,7,8,9,10,11,12,12.1481481481481,12.1481481481481,12.1481481481481,12.1481481481481,3,4,5,6,7,8,9,10,11,12,12.5,12.5,12.5,12.5,3,4,5,6,7,8,9,10,11,12,12.8518518518519,12.8518518518519,12.8518518518519,12.8518518518519,3,4,5,6,7,8,9,10,11,12,12.9814814814815,12.9814814814815,12.9814814814815,12.9814814814815,3,4,5,6,7,8,9,10,11,12,13,13,13,13,3,4,5,6,7,8,9,10,11,12,13,13,13,13,3,4,5,6,7,8,9,10,11,12,13,13,13,13,3,4,5,6,7,8,9,10,11,12,13,13,13,13,3,4,5,6,7,8,9,10,11,12,13,13.0185185185185,13.0185185185185,13.0185185185185,3,4,5,6,7,8,9,10,11,12,13,13.1481481481481,13.1481481481481,13.1481481481481,3,4,5,6,7,8,9,10,11,12,13,13.5,13.5,13.5,3,4,5,6,7,8,9,10,11,12,13,13.8518518518519,13.8518518518519,13.8518518518519,3,4,5,6,7,8,9,10,11,12,13,13.9814814814815,13.9814814814815,13.9814814814815,3,4,5,6,7,8,9,10,11,12,13,14,14,14,3,4,5,6,7,8,9,10,11,12,13,14,14,14,3,4,5,6,7,8,9,10,11,12,13,14,14,14,3,4,5,6,7,8,9,10,11,12,13,14,14,14,3,4,5,6,7,8,9,10,11,12,13,14,14.0185185185185,14.0185185185185,3,4,5,6,7,8,9,10,11,12,13,14,14.1481481481481,14.1481481481481,3,4,5,6,7,8,9,10,11,12,13,14,14.5,14.5,3,4,5,6,7,8,9,10,11,12,13,14,14.8518518518519,14.8518518518519,3,4,5,6,7,8,9,10,11,12,13,14,14.9814814814815,14.9814814814815,3,4,5,6,7,8,9,10,11,12,13,14,15,15,3,4,5,6,7,8,9,10,11,12,13,14,15,15,3,4,5,6,7,8,9,10,11,12,13,14,15,15,3,4,5,6,7,8,9,10,11,12,13,14,15,15,3,4,5,6,7,8,9,10,11,12,13,14,15,15.0185185185185,3,4,5,6,7,8,9,10,11,12,13,14,15,15.1481481481481,3,4,5,6,7,8,9,10,11,12,13,14,15,15.5,3,4,5,6,7,8,9,10,11,12,13,14,15,15.8518518518519,3,4,5,6,7,8,9,10,11,12,13,14,15,15.9814814814815,3,4,5,6,7,8,9,10,11,12,13,14,15,16,3,4,5,6,7,8,9,10,11,12,13,14,15,16,3,4,5,6,7,8,9,10,11,12,13,14,15,16,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3,4,4,4,4,4,4,4,4,4,4,4,4,4,3,4,4,4,4,4,4,4,4,4,4,4,4,4,3,4,4,4,4,4,4,4,4,4,4,4,4,4,3,4,4,4,4,4,4,4,4,4,4,4,4,4,3,4,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,3,4,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,3,4,4.5,4.5,4.5,4.5,4.5,4.5,4.5,4.5,4.5,4.5,4.5,4.5,3,4,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,3,4,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,3,4,5,5,5,5,5,5,5,5,5,5,5,5,3,4,5,5,5,5,5,5,5,5,5,5,5,5,3,4,5,5,5,5,5,5,5,5,5,5,5,5,3,4,5,5,5,5,5,5,5,5,5,5,5,5,3,4,5,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,3,4,5,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,3,4,5,5.5,5.5,5.5,5.5,5.5,5.5,5.5,5.5,5.5,5.5,5.5,3,4,5,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,3,4,5,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,3,4,5,6,6,6,6,6,6,6,6,6,6,6,3,4,5,6,6,6,6,6,6,6,6,6,6,6,3,4,5,6,6,6,6,6,6,6,6,6,6,6,3,4,5,6,6,6,6,6,6,6,6,6,6,6,3,4,5,6,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,3,4,5,6,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,3,4,5,6,6.5,6.5,6.5,6.5,6.5,6.5,6.5,6.5,6.5,6.5,3,4,5,6,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,3,4,5,6,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,3,4,5,6,7,7,7,7,7,7,7,7,7,7,3,4,5,6,7,7,7,7,7,7,7,7,7,7,3,4,5,6,7,7,7,7,7,7,7,7,7,7,3,4,5,6,7,7,7,7,7,7,7,7,7,7,3,4,5,6,7,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,3,4,5,6,7,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,3,4,5,6,7,7.5,7.5,7.5,7.5,7.5,7.5,7.5,7.5,7.5,3,4,5,6,7,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,3,4,5,6,7,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,3,4,5,6,7,8,8,8,8,8,8,8,8,8,3,4,5,6,7,8,8,8,8,8,8,8,8,8,3,4,5,6,7,8,8,8,8,8,8,8,8,8,3,4,5,6,7,8,8,8,8,8,8,8,8,8,3,4,5,6,7,8,8.01851851851852,8.01851851851852,8.01851851851852,8.01851851851852,8.01851851851852,8.01851851851852,8.01851851851852,8.01851851851852,3,4,5,6,7,8,8.14814814814815,8.14814814814815,8.14814814814815,8.14814814814815,8.14814814814815,8.14814814814815,8.14814814814815,8.14814814814815,3,4,5,6,7,8,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,3,4,5,6,7,8,8.85185185185185,8.85185185185185,8.85185185185185,8.85185185185185,8.85185185185185,8.85185185185185,8.85185185185185,8.85185185185185,3,4,5,6,7,8,8.98148148148148,8.98148148148148,8.98148148148148,8.98148148148148,8.98148148148148,8.98148148148148,8.98148148148148,8.98148148148148,3,4,5,6,7,8,9,9,9,9,9,9,9,9,3,4,5,6,7,8,9,9,9,9,9,9,9,9,3,4,5,6,7,8,9,9,9,9,9,9,9,9,3,4,5,6,7,8,9,9,9,9,9,9,9,9,3,4,5,6,7,8,9,9.01851851851852,9.01851851851852,9.01851851851852,9.01851851851852,9.01851851851852,9.01851851851852,9.01851851851852,3,4,5,6,7,8,9,9.14814814814815,9.14814814814815,9.14814814814815,9.14814814814815,9.14814814814815,9.14814814814815,9.14814814814815,3,4,5,6,7,8,9,9.5,9.5,9.5,9.5,9.5,9.5,9.5,3,4,5,6,7,8,9,9.85185185185185,9.85185185185185,9.85185185185185,9.85185185185185,9.85185185185185,9.85185185185185,9.85185185185185,3,4,5,6,7,8,9,9.98148148148148,9.98148148148148,9.98148148148148,9.98148148148148,9.98148148148148,9.98148148148148,9.98148148148148,3,4,5,6,7,8,9,10,10,10,10,10,10,10,3,4,5,6,7,8,9,10,10,10,10,10,10,10,3,4,5,6,7,8,9,10,10,10,10,10,10,10,3,4,5,6,7,8,9,10,10,10,10,10,10,10,3,4,5,6,7,8,9,10,10.0185185185185,10.0185185185185,10.0185185185185,10.0185185185185,10.0185185185185,10.0185185185185,3,4,5,6,7,8,9,10,10.1481481481481,10.1481481481481,10.1481481481481,10.1481481481481,10.1481481481481,10.1481481481481,3,4,5,6,7,8,9,10,10.5,10.5,10.5,10.5,10.5,10.5,3,4,5,6,7,8,9,10,10.8518518518519,10.8518518518519,10.8518518518519,10.8518518518519,10.8518518518519,10.8518518518519,3,4,5,6,7,8,9,10,10.9814814814815,10.9814814814815,10.9814814814815,10.9814814814815,10.9814814814815,10.9814814814815,3,4,5,6,7,8,9,10,11,11,11,11,11,11,3,4,5,6,7,8,9,10,11,11,11,11,11,11,3,4,5,6,7,8,9,10,11,11,11,11,11,11,3,4,5,6,7,8,9,10,11,11,11,11,11,11,3,4,5,6,7,8,9,10,11,11.0185185185185,11.0185185185185,11.0185185185185,11.0185185185185,11.0185185185185,3,4,5,6,7,8,9,10,11,11.1481481481481,11.1481481481481,11.1481481481481,11.1481481481481,11.1481481481481,3,4,5,6,7,8,9,10,11,11.5,11.5,11.5,11.5,11.5,3,4,5,6,7,8,9,10,11,11.8518518518519,11.8518518518519,11.8518518518519,11.8518518518519,11.8518518518519,3,4,5,6,7,8,9,10,11,11.9814814814815,11.9814814814815,11.9814814814815,11.9814814814815,11.9814814814815,3,4,5,6,7,8,9,10,11,12,12,12,12,12,3,4,5,6,7,8,9,10,11,12,12,12,12,12,3,4,5,6,7,8,9,10,11,12,12,12,12,12,3,4,5,6,7,8,9,10,11,12,12,12,12,12,3,4,5,6,7,8,9,10,11,12,12.0185185185185,12.0185185185185,12.0185185185185,12.0185185185185,3,4,5,6,7,8,9,10,11,12,12.1481481481481,12.1481481481481,12.1481481481481,12.1481481481481,3,4,5,6,7,8,9,10,11,12,12.5,12.5,12.5,12.5,3,4,5,6,7,8,9,10,11,12,12.8518518518519,12.8518518518519,12.8518518518519,12.8518518518519,3,4,5,6,7,8,9,10,11,12,12.9814814814815,12.9814814814815,12.9814814814815,12.9814814814815,3,4,5,6,7,8,9,10,11,12,13,13,13,13,3,4,5,6,7,8,9,10,11,12,13,13,13,13,3,4,5,6,7,8,9,10,11,12,13,13,13,13,3,4,5,6,7,8,9,10,11,12,13,13,13,13,3,4,5,6,7,8,9,10,11,12,13,13.0185185185185,13.0185185185185,13.0185185185185,3,4,5,6,7,8,9,10,11,12,13,13.1481481481481,13.1481481481481,13.1481481481481,3,4,5,6,7,8,9,10,11,12,13,13.5,13.5,13.5,3,4,5,6,7,8,9,10,11,12,13,13.8518518518519,13.8518518518519,13.8518518518519,3,4,5,6,7,8,9,10,11,12,13,13.9814814814815,13.9814814814815,13.9814814814815,3,4,5,6,7,8,9,10,11,12,13,14,14,14,3,4,5,6,7,8,9,10,11,12,13,14,14,14,3,4,5,6,7,8,9,10,11,12,13,14,14,14,3,4,5,6,7,8,9,10,11,12,13,14,14,14,3,4,5,6,7,8,9,10,11,12,13,14,14.0185185185185,14.0185185185185,3,4,5,6,7,8,9,10,11,12,13,14,14.1481481481481,14.1481481481481,3,4,5,6,7,8,9,10,11,12,13,14,14.5,14.5,3,4,5,6,7,8,9,10,11,12,13,14,14.8518518518519,14.8518518518519,3,4,5,6,7,8,9,10,11,12,13,14,14.9814814814815,14.9814814814815,3,4,5,6,7,8,9,10,11,12,13,14,15,15,3,4,5,6,7,8,9,10,11,12,13,14,15,15,3,4,5,6,7,8,9,10,11,12,13,14,15,15,3,4,5,6,7,8,9,10,11,12,13,14,15,15,3,4,5,6,7,8,9,10,11,12,13,14,15,15.0185185185185,3,4,5,6,7,8,9,10,11,12,13,14,15,15.1481481481481,3,4,5,6,7,8,9,10,11,12,13,14,15,15.5,3,4,5,6,7,8,9,10,11,12,13,14,15,15.8518518518519,3,4,5,6,7,8,9,10,11,12,13,14,15,15.9814814814815,3,4,5,6,7,8,9,10,11,12,13,14,15,16,3,4,5,6,7,8,9,10,11,12,13,14,15,16,3,4,5,6,7,8,9,10,11,12,13,14,15,16,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3.01851851851852,3,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3.14814814814815,3,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3.5,3,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3.85185185185185,3,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3.98148148148148,3,4,4,4,4,4,4,4,4,4,4,4,4,4,3,4,4,4,4,4,4,4,4,4,4,4,4,4,3,4,4,4,4,4,4,4,4,4,4,4,4,4,3,4,4,4,4,4,4,4,4,4,4,4,4,4,3,4,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,4.01851851851852,3,4,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,4.14814814814815,3,4,4.5,4.5,4.5,4.5,4.5,4.5,4.5,4.5,4.5,4.5,4.5,4.5,3,4,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,4.85185185185185,3,4,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,4.98148148148148,3,4,5,5,5,5,5,5,5,5,5,5,5,5,3,4,5,5,5,5,5,5,5,5,5,5,5,5,3,4,5,5,5,5,5,5,5,5,5,5,5,5,3,4,5,5,5,5,5,5,5,5,5,5,5,5,3,4,5,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,3,4,5,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,3,4,5,5.5,5.5,5.5,5.5,5.5,5.5,5.5,5.5,5.5,5.5,5.5,3,4,5,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,3,4,5,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,3,4,5,6,6,6,6,6,6,6,6,6,6,6,3,4,5,6,6,6,6,6,6,6,6,6,6,6,3,4,5,6,6,6,6,6,6,6,6,6,6,6,3,4,5,6,6,6,6,6,6,6,6,6,6,6,3,4,5,6,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,6.01851851851852,3,4,5,6,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,6.14814814814815,3,4,5,6,6.5,6.5,6.5,6.5,6.5,6.5,6.5,6.5,6.5,6.5,3,4,5,6,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,6.85185185185185,3,4,5,6,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,6.98148148148148,3,4,5,6,7,7,7,7,7,7,7,7,7,7,3,4,5,6,7,7,7,7,7,7,7,7,7,7,3,4,5,6,7,7,7,7,7,7,7,7,7,7,3,4,5,6,7,7,7,7,7,7,7,7,7,7,3,4,5,6,7,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,7.01851851851852,3,4,5,6,7,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,7.14814814814815,3,4,5,6,7,7.5,7.5,7.5,7.5,7.5,7.5,7.5,7.5,7.5,3,4,5,6,7,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,7.85185185185185,3,4,5,6,7,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,7.98148148148148,3,4,5,6,7,8,8,8,8,8,8,8,8,8,3,4,5,6,7,8,8,8,8,8,8,8,8,8,3,4,5,6,7,8,8,8,8,8,8,8,8,8,3,4,5,6,7,8,8,8,8,8,8,8,8,8,3,4,5,6,7,8,8.01851851851852,8.01851851851852,8.01851851851852,8.01851851851852,8.01851851851852,8.01851851851852,8.01851851851852,8.01851851851852,3,4,5,6,7,8,8.14814814814815,8.14814814814815,8.14814814814815,8.14814814814815,8.14814814814815,8.14814814814815,8.14814814814815,8.14814814814815,3,4,5,6,7,8,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,3,4,5,6,7,8,8.85185185185185,8.85185185185185,8.85185185185185,8.85185185185185,8.85185185185185,8.85185185185185,8.85185185185185,8.85185185185185,3,4,5,6,7,8,8.98148148148148,8.98148148148148,8.98148148148148,8.98148148148148,8.98148148148148,8.98148148148148,8.98148148148148,8.98148148148148,3,4,5,6,7,8,9,9,9,9,9,9,9,9,3,4,5,6,7,8,9,9,9,9,9,9,9,9,3,4,5,6,7,8,9,9,9,9,9,9,9,9,3,4,5,6,7,8,9,9,9,9,9,9,9,9,3,4,5,6,7,8,9,9.01851851851852,9.01851851851852,9.01851851851852,9.01851851851852,9.01851851851852,9.01851851851852,9.01851851851852,3,4,5,6,7,8,9,9.14814814814815,9.14814814814815,9.14814814814815,9.14814814814815,9.14814814814815,9.14814814814815,9.14814814814815,3,4,5,6,7,8,9,9.5,9.5,9.5,9.5,9.5,9.5,9.5,3,4,5,6,7,8,9,9.85185185185185,9.85185185185185,9.85185185185185,9.85185185185185,9.85185185185185,9.85185185185185,9.85185185185185,3,4,5,6,7,8,9,9.98148148148148,9.98148148148148,9.98148148148148,9.98148148148148,9.98148148148148,9.98148148148148,9.98148148148148,3,4,5,6,7,8,9,10,10,10,10,10,10,10,3,4,5,6,7,8,9,10,10,10,10,10,10,10,3,4,5,6,7,8,9,10,10,10,10,10,10,10,3,4,5,6,7,8,9,10,10,10,10,10,10,10,3,4,5,6,7,8,9,10,10.0185185185185,10.0185185185185,10.0185185185185,10.0185185185185,10.0185185185185,10.0185185185185,3,4,5,6,7,8,9,10,10.1481481481481,10.1481481481481,10.1481481481481,10.1481481481481,10.1481481481481,10.1481481481481,3,4,5,6,7,8,9,10,10.5,10.5,10.5,10.5,10.5,10.5,3,4,5,6,7,8,9,10,10.8518518518519,10.8518518518519,10.8518518518519,10.8518518518519,10.8518518518519,10.8518518518519,3,4,5,6,7,8,9,10,10.9814814814815,10.9814814814815,10.9814814814815,10.9814814814815,10.9814814814815,10.9814814814815,3,4,5,6,7,8,9,10,11,11,11,11,11,11,3,4,5,6,7,8,9,10,11,11,11,11,11,11,3,4,5,6,7,8,9,10,11,11,11,11,11,11,3,4,5,6,7,8,9,10,11,11,11,11,11,11,3,4,5,6,7,8,9,10,11,11.0185185185185,11.0185185185185,11.0185185185185,11.0185185185185,11.0185185185185,3,4,5,6,7,8,9,10,11,11.1481481481481,11.1481481481481,11.1481481481481,11.1481481481481,11.1481481481481,3,4,5,6,7,8,9,10,11,11.5,11.5,11.5,11.5,11.5,3,4,5,6,7,8,9,10,11,11.8518518518519,11.8518518518519,11.8518518518519,11.8518518518519,11.8518518518519,3,4,5,6,7,8,9,10,11,11.9814814814815,11.9814814814815,11.9814814814815,11.9814814814815,11.9814814814815,3,4,5,6,7,8,9,10,11,12,12,12,12,12,3,4,5,6,7,8,9,10,11,12,12,12,12,12,3,4,5,6,7,8,9,10,11,12,12,12,12,12,3,4,5,6,7,8,9,10,11,12,12,12,12,12,3,4,5,6,7,8,9,10,11,12,12.0185185185185,12.0185185185185,12.0185185185185,12.0185185185185,3,4,5,6,7,8,9,10,11,12,12.1481481481481,12.1481481481481,12.1481481481481,12.1481481481481,3,4,5,6,7,8,9,10,11,12,12.5,12.5,12.5,12.5,3,4,5,6,7,8,9,10,11,12,12.8518518518519,12.8518518518519,12.8518518518519,12.8518518518519,3,4,5,6,7,8,9,10,11,12,12.9814814814815,12.9814814814815,12.9814814814815,12.9814814814815,3,4,5,6,7,8,9,10,11,12,13,13,13,13,3,4,5,6,7,8,9,10,11,12,13,13,13,13,3,4,5,6,7,8,9,10,11,12,13,13,13,13,3,4,5,6,7,8,9,10,11,12,13,13,13,13,3,4,5,6,7,8,9,10,11,12,13,13.0185185185185,13.0185185185185,13.0185185185185,3,4,5,6,7,8,9,10,11,12,13,13.1481481481481,13.1481481481481,13.1481481481481,3,4,5,6,7,8,9,10,11,12,13,13.5,13.5,13.5,3,4,5,6,7,8,9,10,11,12,13,13.8518518518519,13.8518518518519,13.8518518518519,3,4,5,6,7,8,9,10,11,12,13,13.9814814814815,13.9814814814815,13.9814814814815,3,4,5,6,7,8,9,10,11,12,13,14,14,14,3,4,5,6,7,8,9,10,11,12,13,14,14,14,3,4,5,6,7,8,9,10,11,12,13,14,14,14,3,4,5,6,7,8,9,10,11,12,13,14,14,14,3,4,5,6,7,8,9,10,11,12,13,14,14.0185185185185,14.0185185185185,3,4,5,6,7,8,9,10,11,12,13,14,14.1481481481481,14.1481481481481,3,4,5,6,7,8,9,10,11,12,13,14,14.5,14.5,3,4,5,6,7,8,9,10,11,12,13,14,14.8518518518519,14.8518518518519,3,4,5,6,7,8,9,10,11,12,13,14,14.9814814814815,14.9814814814815,3,4,5,6,7,8,9,10,11,12,13,14,15,15,3,4,5,6,7,8,9,10,11,12,13,14,15,15,3,4,5,6,7,8,9,10,11,12,13,14,15,15,3,4,5,6,7,8,9,10,11,12,13,14,15,15,3,4,5,6,7,8,9,10,11,12,13,14,15,15.0185185185185,3,4,5,6,7,8,9,10,11,12,13,14,15,15.1481481481481,3,4,5,6,7,8,9,10,11,12,13,14,15,15.5,3,4,5,6,7,8,9,10,11,12,13,14,15,15.8518518518519,3,4,5,6,7,8,9,10,11,12,13,14,15,15.9814814814815,3,4,5,6,7,8,9,10,11,12,13,14,15,16,3,4,5,6,7,8,9,10,11,12,13,14,15,16,3,4,5,6,7,8,9,10,11,12,13,14,15,16],["Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Alice","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Bob","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned","Unassigned"],[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0,1,1,1,1,1,1,1,1,1,1,1,1,1,0,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,0,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,0,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,0,2,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,0,2,1,1,1,1,1,1,1,1,1,1,1,1,0,2,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0,2,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0.0185185185185185,0.0185185185185185,0.0185185185185185,0.0185185185185185,0.0185185185185185,0.0185185185185185,0.0185185185185185,0.0185185185185185,0.0185185185185185,0.0185185185185185,0.0185185185185185,0,2,0,0.148148148148148,0.148148148148148,0.148148148148148,0.148148148148148,0.148148148148148,0.148148148148148,0.148148148148148,0.148148148148148,0.148148148148148,0.148148148148148,0.148148148148148,0,2,0,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0,2,0,0.851851851851852,0.851851851851852,0.851851851851852,0.851851851851852,0.851851851851852,0.851851851851852,0.851851851851852,0.851851851851852,0.851851851851852,0.851851851851852,0.851851851851852,0,2,0,0.981481481481482,0.981481481481482,0.981481481481482,0.981481481481482,0.981481481481482,0.981481481481482,0.981481481481482,0.981481481481482,0.981481481481482,0.981481481481482,0.981481481481482,0,2,0,1,1,1,1,1,1,1,1,1,1,1,0,2,0,1,1,1,1,1,1,1,1,1,1,1,0,2,0,1,1,1,1,1,1,1,1,1,1,1,0,2,0,1,1,1,1,1,1,1,1,1,1,1,0,2,0,1,1,1,1,1,1,1,1,1,1,1,0,2,0,1,1,1,1,1,1,1,1,1,1,1,0,2,0,1,1,1,1,1,1,1,1,1,1,1,0,2,0,1,1,1,1,1,1,1,1,1,1,1,0,2,0,1,1,1,1,1,1,1,1,1,1,1,0,2,0,1,1,1,1,1,1,1,1,1,1,1,0,2,0,1,1,1,1,1,1,1,1,1,1,1,0,2,0,1,1,1,1,1,1,1,1,1,1,1,0,2,0,1,1,1,1,1,1,1,1,1,1,1,0,2,0,1,1,1.01851851851852,1.01851851851852,1.01851851851852,1.01851851851852,1.01851851851852,1.01851851851852,1.01851851851852,1.01851851851852,1.01851851851852,0,2,0,1,1,1.14814814814815,1.14814814814815,1.14814814814815,1.14814814814815,1.14814814814815,1.14814814814815,1.14814814814815,1.14814814814815,1.14814814814815,0,2,0,1,1,1.5,1.5,1.5,1.5,1.5,1.5,1.5,1.5,1.5,0,2,0,1,1,1.85185185185185,1.85185185185185,1.85185185185185,1.85185185185185,1.85185185185185,1.85185185185185,1.85185185185185,1.85185185185185,1.85185185185185,0,2,0,1,1,1.98148148148148,1.98148148148148,1.98148148148148,1.98148148148148,1.98148148148148,1.98148148148148,1.98148148148148,1.98148148148148,1.98148148148148,0,2,0,1,1,2,2,2,2,2,2,2,2,2,0,2,0,1,1,2,2,2,2,2,2,2,2,2,0,2,0,1,1,2,2,2,2,2,2,2,2,2,0,2,0,1,1,2,2,2,2,2,2,2,2,2,0,2,0,1,1,2,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,1.96296296296296,0,2,0,1,1,2,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,1.7037037037037,0,2,0,1,1,2,1,1,1,1,1,1,1,1,0,2,0,1,1,2,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0.296296296296296,0,2,0,1,1,2,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0.037037037037037,0,2,0,1,1,2,0,0,0,0,0,0,0,0,0,2,0,1,1,2,0,0,0,0,0,0,0,0,0,2,0,1,1,2,0,0,0,0,0,0,0,0,0,2,0,1,1,2,0,0,0,0,0,0,0,0,0,2,0,1,1,2,0,0.0185185185185185,0.0185185185185185,0.0185185185185185,0.0185185185185185,0.0185185185185185,0.0185185185185185,0.0185185185185185,0,2,0,1,1,2,0,0.148148148148148,0.148148148148148,0.148148148148148,0.148148148148148,0.148148148148148,0.148148148148148,0.148148148148148,0,2,0,1,1,2,0,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0,2,0,1,1,2,0,0.851851851851852,0.851851851851852,0.851851851851852,0.851851851851852,0.851851851851852,0.851851851851852,0.851851851851852,0,2,0,1,1,2,0,0.981481481481482,0.981481481481482,0.981481481481482,0.981481481481482,0.981481481481482,0.981481481481482,0.981481481481482,0,2,0,1,1,2,0,1,1,1,1,1,1,1,0,2,0,1,1,2,0,1,1,1,1,1,1,1,0,2,0,1,1,2,0,1,1,1,1,1,1,1,0,2,0,1,1,2,0,1,1,1,1,1,1,1,0,2,0,1,1,2,0,1,0.981481481481482,0.981481481481482,0.981481481481482,0.981481481481482,0.981481481481482,0.981481481481482,0,2,0,1,1,2,0,1,0.851851851851852,0.851851851851852,0.851851851851852,0.851851851851852,0.851851851851852,0.851851851851852,0,2,0,1,1,2,0,1,0.5,0.5,0.5,0.5,0.5,0.5,0,2,0,1,1,2,0,1,0.148148148148148,0.148148148148148,0.148148148148148,0.148148148148148,0.148148148148148,0.148148148148148,0,2,0,1,1,2,0,1,0.0185185185185185,0.0185185185185185,0.0185185185185185,0.0185185185185185,0.0185185185185185,0.0185185185185185,0,2,0,1,1,2,0,1,0,0,0,0,0,0,0,2,0,1,1,2,0,1,0,0,0,0,0,0,0,2,0,1,1,2,0,1,0,0,0,0,0,0,0,2,0,1,1,2,0,1,0,0,0,0,0,0,0,2,0,1,1,2,0,1,0,0.12962962962963,0.12962962962963,0.12962962962963,0.12962962962963,0.12962962962963,0,2,0,1,1,2,0,1,0,1.03703703703704,1.03703703703704,1.03703703703704,1.03703703703704,1.03703703703704,0,2,0,1,1,2,0,1,0,3.5,3.5,3.5,3.5,3.5,0,2,0,1,1,2,0,1,0,5.96296296296296,5.96296296296296,5.96296296296296,5.96296296296296,5.96296296296296,0,2,0,1,1,2,0,1,0,6.87037037037037,6.87037037037037,6.87037037037037,6.87037037037037,6.87037037037037,0,2,0,1,1,2,0,1,0,7,7,7,7,7,0,2,0,1,1,2,0,1,0,7,7,7,7,7,0,2,0,1,1,2,0,1,0,7,7,7,7,7,0,2,0,1,1,2,0,1,0,7,7,7,7,7,0,2,0,1,1,2,0,1,0,7,6.92592592592593,6.92592592592593,6.92592592592593,6.92592592592593,0,2,0,1,1,2,0,1,0,7,6.40740740740741,6.40740740740741,6.40740740740741,6.40740740740741,0,2,0,1,1,2,0,1,0,7,5,5,5,5,0,2,0,1,1,2,0,1,0,7,3.59259259259259,3.59259259259259,3.59259259259259,3.59259259259259,0,2,0,1,1,2,0,1,0,7,3.07407407407407,3.07407407407407,3.07407407407407,3.07407407407407,0,2,0,1,1,2,0,1,0,7,3,3,3,3,0,2,0,1,1,2,0,1,0,7,3,3,3,3,0,2,0,1,1,2,0,1,0,7,3,3,3,3,0,2,0,1,1,2,0,1,0,7,3,3,3,3,0,2,0,1,1,2,0,1,0,7,3,2.96296296296296,2.96296296296296,2.96296296296296,0,2,0,1,1,2,0,1,0,7,3,2.7037037037037,2.7037037037037,2.7037037037037,0,2,0,1,1,2,0,1,0,7,3,2,2,2,0,2,0,1,1,2,0,1,0,7,3,1.2962962962963,1.2962962962963,1.2962962962963,0,2,0,1,1,2,0,1,0,7,3,1.03703703703704,1.03703703703704,1.03703703703704,0,2,0,1,1,2,0,1,0,7,3,1,1,1,0,2,0,1,1,2,0,1,0,7,3,1,1,1,0,2,0,1,1,2,0,1,0,7,3,1,1,1,0,2,0,1,1,2,0,1,0,7,3,1,1,1,0,2,0,1,1,2,0,1,0,7,3,1,1.05555555555556,1.05555555555556,0,2,0,1,1,2,0,1,0,7,3,1,1.44444444444444,1.44444444444444,0,2,0,1,1,2,0,1,0,7,3,1,2.5,2.5,0,2,0,1,1,2,0,1,0,7,3,1,3.55555555555556,3.55555555555556,0,2,0,1,1,2,0,1,0,7,3,1,3.94444444444444,3.94444444444444,0,2,0,1,1,2,0,1,0,7,3,1,4,4,0,2,0,1,1,2,0,1,0,7,3,1,4,4,0,2,0,1,1,2,0,1,0,7,3,1,4,4,0,2,0,1,1,2,0,1,0,7,3,1,4,4,0,2,0,1,1,2,0,1,0,7,3,1,4,3.96296296296296,0,2,0,1,1,2,0,1,0,7,3,1,4,3.7037037037037,0,2,0,1,1,2,0,1,0,7,3,1,4,3,0,2,0,1,1,2,0,1,0,7,3,1,4,2.2962962962963,0,2,0,1,1,2,0,1,0,7,3,1,4,2.03703703703704,0,2,0,1,1,2,0,1,0,7,3,1,4,2,0,2,0,1,1,2,0,1,0,7,3,1,4,2,0,2,0,1,1,2,0,1,0,7,3,1,4,2,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13,14.5,14.5,14.5,14.5,14.5,14.5,14.5,14.5,14.5,14.5,14.5,14.5,14.5,13,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,13,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,13,16,16,16,16,16,16,16,16,16,16,16,16,16,13,16,16,16,16,16,16,16,16,16,16,16,16,16,13,16,16,16,16,16,16,16,16,16,16,16,16,16,13,16,16,16,16,16,16,16,16,16,16,16,16,16,13,16,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,15.9444444444444,13,16,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,15.5555555555556,13,16,14.5,14.5,14.5,14.5,14.5,14.5,14.5,14.5,14.5,14.5,14.5,14.5,13,16,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13.4444444444444,13,16,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13.0555555555556,13,16,13,13,13,13,13,13,13,13,13,13,13,13,13,16,13,13,13,13,13,13,13,13,13,13,13,13,13,16,13,13,13,13,13,13,13,13,13,13,13,13,13,16,13,13,13,13,13,13,13,13,13,13,13,13,13,16,13,12.8333333333333,12.8333333333333,12.8333333333333,12.8333333333333,12.8333333333333,12.8333333333333,12.8333333333333,12.8333333333333,12.8333333333333,12.8333333333333,12.8333333333333,13,16,13,11.6666666666667,11.6666666666667,11.6666666666667,11.6666666666667,11.6666666666667,11.6666666666667,11.6666666666667,11.6666666666667,11.6666666666667,11.6666666666667,11.6666666666667,13,16,13,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,13,16,13,5.33333333333333,5.33333333333333,5.33333333333333,5.33333333333333,5.33333333333333,5.33333333333333,5.33333333333333,5.33333333333333,5.33333333333333,5.33333333333333,5.33333333333333,13,16,13,4.16666666666667,4.16666666666667,4.16666666666667,4.16666666666667,4.16666666666667,4.16666666666667,4.16666666666667,4.16666666666667,4.16666666666667,4.16666666666667,4.16666666666667,13,16,13,4,4,4,4,4,4,4,4,4,4,4,13,16,13,4,4,4,4,4,4,4,4,4,4,4,13,16,13,4,4,4,4,4,4,4,4,4,4,4,13,16,13,4,4,4,4,4,4,4,4,4,4,4,13,16,13,4,3.94444444444444,3.94444444444444,3.94444444444444,3.94444444444444,3.94444444444444,3.94444444444444,3.94444444444444,3.94444444444444,3.94444444444444,3.94444444444444,13,16,13,4,3.55555555555556,3.55555555555556,3.55555555555556,3.55555555555556,3.55555555555556,3.55555555555556,3.55555555555556,3.55555555555556,3.55555555555556,3.55555555555556,13,16,13,4,2.5,2.5,2.5,2.5,2.5,2.5,2.5,2.5,2.5,2.5,13,16,13,4,1.44444444444444,1.44444444444444,1.44444444444444,1.44444444444444,1.44444444444444,1.44444444444444,1.44444444444444,1.44444444444444,1.44444444444444,1.44444444444444,13,16,13,4,1.05555555555556,1.05555555555556,1.05555555555556,1.05555555555556,1.05555555555556,1.05555555555556,1.05555555555556,1.05555555555556,1.05555555555556,1.05555555555556,13,16,13,4,1,1,1,1,1,1,1,1,1,1,13,16,13,4,1,1,1,1,1,1,1,1,1,1,13,16,13,4,1,1,1,1,1,1,1,1,1,1,13,16,13,4,1,1,1,1,1,1,1,1,1,1,13,16,13,4,1,1.05555555555556,1.05555555555556,1.05555555555556,1.05555555555556,1.05555555555556,1.05555555555556,1.05555555555556,1.05555555555556,1.05555555555556,13,16,13,4,1,1.44444444444444,1.44444444444444,1.44444444444444,1.44444444444444,1.44444444444444,1.44444444444444,1.44444444444444,1.44444444444444,1.44444444444444,13,16,13,4,1,2.5,2.5,2.5,2.5,2.5,2.5,2.5,2.5,2.5,13,16,13,4,1,3.55555555555556,3.55555555555556,3.55555555555556,3.55555555555556,3.55555555555556,3.55555555555556,3.55555555555556,3.55555555555556,3.55555555555556,13,16,13,4,1,3.94444444444444,3.94444444444444,3.94444444444444,3.94444444444444,3.94444444444444,3.94444444444444,3.94444444444444,3.94444444444444,3.94444444444444,13,16,13,4,1,4,4,4,4,4,4,4,4,4,13,16,13,4,1,4,4,4,4,4,4,4,4,4,13,16,13,4,1,4,4,4,4,4,4,4,4,4,13,16,13,4,1,4,4,4,4,4,4,4,4,4,13,16,13,4,1,4,4.03703703703704,4.03703703703704,4.03703703703704,4.03703703703704,4.03703703703704,4.03703703703704,4.03703703703704,4.03703703703704,13,16,13,4,1,4,4.2962962962963,4.2962962962963,4.2962962962963,4.2962962962963,4.2962962962963,4.2962962962963,4.2962962962963,4.2962962962963,13,16,13,4,1,4,5,5,5,5,5,5,5,5,13,16,13,4,1,4,5.7037037037037,5.7037037037037,5.7037037037037,5.7037037037037,5.7037037037037,5.7037037037037,5.7037037037037,5.7037037037037,13,16,13,4,1,4,5.96296296296296,5.96296296296296,5.96296296296296,5.96296296296296,5.96296296296296,5.96296296296296,5.96296296296296,5.96296296296296,13,16,13,4,1,4,6,6,6,6,6,6,6,6,13,16,13,4,1,4,6,6,6,6,6,6,6,6,13,16,13,4,1,4,6,6,6,6,6,6,6,6,13,16,13,4,1,4,6,6,6,6,6,6,6,6,13,16,13,4,1,4,6,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,5.98148148148148,13,16,13,4,1,4,6,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,5.85185185185185,13,16,13,4,1,4,6,5.5,5.5,5.5,5.5,5.5,5.5,5.5,13,16,13,4,1,4,6,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,5.14814814814815,13,16,13,4,1,4,6,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,5.01851851851852,13,16,13,4,1,4,6,5,5,5,5,5,5,5,13,16,13,4,1,4,6,5,5,5,5,5,5,5,13,16,13,4,1,4,6,5,5,5,5,5,5,5,13,16,13,4,1,4,6,5,5,5,5,5,5,5,13,16,13,4,1,4,6,5,5.11111111111111,5.11111111111111,5.11111111111111,5.11111111111111,5.11111111111111,5.11111111111111,13,16,13,4,1,4,6,5,5.88888888888889,5.88888888888889,5.88888888888889,5.88888888888889,5.88888888888889,5.88888888888889,13,16,13,4,1,4,6,5,8,8,8,8,8,8,13,16,13,4,1,4,6,5,10.1111111111111,10.1111111111111,10.1111111111111,10.1111111111111,10.1111111111111,10.1111111111111,13,16,13,4,1,4,6,5,10.8888888888889,10.8888888888889,10.8888888888889,10.8888888888889,10.8888888888889,10.8888888888889,13,16,13,4,1,4,6,5,11,11,11,11,11,11,13,16,13,4,1,4,6,5,11,11,11,11,11,11,13,16,13,4,1,4,6,5,11,11,11,11,11,11,13,16,13,4,1,4,6,5,11,11,11,11,11,11,13,16,13,4,1,4,6,5,11,11.0185185185185,11.0185185185185,11.0185185185185,11.0185185185185,11.0185185185185,13,16,13,4,1,4,6,5,11,11.1481481481481,11.1481481481481,11.1481481481481,11.1481481481481,11.1481481481481,13,16,13,4,1,4,6,5,11,11.5,11.5,11.5,11.5,11.5,13,16,13,4,1,4,6,5,11,11.8518518518519,11.8518518518519,11.8518518518519,11.8518518518519,11.8518518518519,13,16,13,4,1,4,6,5,11,11.9814814814815,11.9814814814815,11.9814814814815,11.9814814814815,11.9814814814815,13,16,13,4,1,4,6,5,11,12,12,12,12,12,13,16,13,4,1,4,6,5,11,12,12,12,12,12,13,16,13,4,1,4,6,5,11,12,12,12,12,12,13,16,13,4,1,4,6,5,11,12,12,12,12,12,13,16,13,4,1,4,6,5,11,12,11.9259259259259,11.9259259259259,11.9259259259259,11.9259259259259,13,16,13,4,1,4,6,5,11,12,11.4074074074074,11.4074074074074,11.4074074074074,11.4074074074074,13,16,13,4,1,4,6,5,11,12,10,10,10,10,13,16,13,4,1,4,6,5,11,12,8.59259259259259,8.59259259259259,8.59259259259259,8.59259259259259,13,16,13,4,1,4,6,5,11,12,8.07407407407407,8.07407407407407,8.07407407407407,8.07407407407407,13,16,13,4,1,4,6,5,11,12,8,8,8,8,13,16,13,4,1,4,6,5,11,12,8,8,8,8,13,16,13,4,1,4,6,5,11,12,8,8,8,8,13,16,13,4,1,4,6,5,11,12,8,8,8,8,13,16,13,4,1,4,6,5,11,12,8,7.94444444444444,7.94444444444444,7.94444444444444,13,16,13,4,1,4,6,5,11,12,8,7.55555555555556,7.55555555555556,7.55555555555556,13,16,13,4,1,4,6,5,11,12,8,6.5,6.5,6.5,13,16,13,4,1,4,6,5,11,12,8,5.44444444444444,5.44444444444444,5.44444444444444,13,16,13,4,1,4,6,5,11,12,8,5.05555555555556,5.05555555555556,5.05555555555556,13,16,13,4,1,4,6,5,11,12,8,5,5,5,13,16,13,4,1,4,6,5,11,12,8,5,5,5,13,16,13,4,1,4,6,5,11,12,8,5,5,5,13,16,13,4,1,4,6,5,11,12,8,5,5,5,13,16,13,4,1,4,6,5,11,12,8,5,4.98148148148148,4.98148148148148,13,16,13,4,1,4,6,5,11,12,8,5,4.85185185185185,4.85185185185185,13,16,13,4,1,4,6,5,11,12,8,5,4.5,4.5,13,16,13,4,1,4,6,5,11,12,8,5,4.14814814814815,4.14814814814815,13,16,13,4,1,4,6,5,11,12,8,5,4.01851851851852,4.01851851851852,13,16,13,4,1,4,6,5,11,12,8,5,4,4,13,16,13,4,1,4,6,5,11,12,8,5,4,4,13,16,13,4,1,4,6,5,11,12,8,5,4,4,13,16,13,4,1,4,6,5,11,12,8,5,4,4,13,16,13,4,1,4,6,5,11,12,8,5,4,4.37037037037037,13,16,13,4,1,4,6,5,11,12,8,5,4,6.96296296296296,13,16,13,4,1,4,6,5,11,12,8,5,4,14,13,16,13,4,1,4,6,5,11,12,8,5,4,21.037037037037,13,16,13,4,1,4,6,5,11,12,8,5,4,23.6296296296296,13,16,13,4,1,4,6,5,11,12,8,5,4,24,13,16,13,4,1,4,6,5,11,12,8,5,4,24,13,16,13,4,1,4,6,5,11,12,8,5,4,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0185185185185185,0,0,0,0,0,0,0,0,0,0,0,0,0,0.148148148148148,0,0,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0.851851851851852,0,0,0,0,0,0,0,0,0,0,0,0,0,0.981481481481482,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1],[1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,14,14,14,14,14,14,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,19,19,19,19,19,19,19,19,19,19,19,19,19,19,20,20,20,20,20,20,20,20,20,20,20,20,20,20,21,21,21,21,21,21,21,21,21,21,21,21,21,21,22,22,22,22,22,22,22,22,22,22,22,22,22,22,23,23,23,23,23,23,23,23,23,23,23,23,23,23,24,24,24,24,24,24,24,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,27,27,27,27,27,27,27,28,28,28,28,28,28,28,28,28,28,28,28,28,28,29,29,29,29,29,29,29,29,29,29,29,29,29,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,31,31,31,31,31,31,31,31,31,31,31,31,32,32,32,32,32,32,32,32,32,32,32,32,32,32,33,33,33,33,33,33,33,33,33,33,33,33,33,33,34,34,34,34,34,34,34,34,34,34,34,34,34,34,35,35,35,35,35,35,35,35,35,35,35,35,35,35,36,36,36,36,36,36,36,36,36,36,36,36,36,36,37,37,37,37,37,37,37,37,37,37,37,37,37,37,38,38,38,38,38,38,38,38,38,38,38,38,38,38,39,39,39,39,39,39,39,39,39,39,39,39,39,39,40,40,40,40,40,40,40,40,40,40,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,41,41,41,42,42,42,42,42,42,42,42,42,42,42,42,42,42,43,43,43,43,43,43,43,43,43,43,43,43,43,43,44,44,44,44,44,44,44,44,44,44,44,44,44,44,45,45,45,45,45,45,45,45,45,45,45,45,45,45,46,46,46,46,46,46,46,46,46,46,46,46,46,46,47,47,47,47,47,47,47,47,47,47,47,47,47,47,48,48,48,48,48,48,48,48,48,48,48,48,48,48,49,49,49,49,49,49,49,49,49,49,49,49,49,49,50,50,50,50,50,50,50,50,50,50,50,50,50,50,51,51,51,51,51,51,51,51,51,51,51,51,51,51,52,52,52,52,52,52,52,52,52,52,52,52,52,52,53,53,53,53,53,53,53,53,53,53,53,53,53,53,54,54,54,54,54,54,54,54,54,54,54,54,54,54,55,55,55,55,55,55,55,55,55,55,55,55,55,55,56,56,56,56,56,56,56,56,56,56,56,56,56,56,57,57,57,57,57,57,57,57,57,57,57,57,57,57,58,58,58,58,58,58,58,58,58,58,58,58,58,58,59,59,59,59,59,59,59,59,59,59,59,59,59,59,60,60,60,60,60,60,60,60,60,60,60,60,60,60,61,61,61,61,61,61,61,61,61,61,61,61,61,61,62,62,62,62,62,62,62,62,62,62,62,62,62,62,63,63,63,63,63,63,63,63,63,63,63,63,63,63,64,64,64,64,64,64,64,64,64,64,64,64,64,64,65,65,65,65,65,65,65,65,65,65,65,65,65,65,66,66,66,66,66,66,66,66,66,66,66,66,66,66,67,67,67,67,67,67,67,67,67,67,67,67,67,67,68,68,68,68,68,68,68,68,68,68,68,68,68,68,69,69,69,69,69,69,69,69,69,69,69,69,69,69,70,70,70,70,70,70,70,70,70,70,70,70,70,70,71,71,71,71,71,71,71,71,71,71,71,71,71,71,72,72,72,72,72,72,72,72,72,72,72,72,72,72,73,73,73,73,73,73,73,73,73,73,73,73,73,73,74,74,74,74,74,74,74,74,74,74,74,74,74,74,75,75,75,75,75,75,75,75,75,75,75,75,75,75,76,76,76,76,76,76,76,76,76,76,76,76,76,76,77,77,77,77,77,77,77,77,77,77,77,77,77,77,78,78,78,78,78,78,78,78,78,78,78,78,78,78,79,79,79,79,79,79,79,79,79,79,79,79,79,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,81,81,81,81,81,81,81,81,81,81,81,81,81,81,82,82,82,82,82,82,82,82,82,82,82,82,82,82,83,83,83,83,83,83,83,83,83,83,83,83,83,83,84,84,84,84,84,84,84,84,84,84,84,84,84,84,85,85,85,85,85,85,85,85,85,85,85,85,85,85,86,86,86,86,86,86,86,86,86,86,86,86,86,86,87,87,87,87,87,87,87,87,87,87,87,87,87,87,88,88,88,88,88,88,88,88,88,88,88,88,88,88,89,89,89,89,89,89,89,89,89,89,89,89,89,89,90,90,90,90,90,90,90,90,90,90,90,90,90,90,91,91,91,91,91,91,91,91,91,91,91,91,91,91,92,92,92,92,92,92,92,92,92,92,92,92,92,92,93,93,93,93,93,93,93,93,93,93,93,93,93,93,94,94,94,94,94,94,94,94,94,94,94,94,94,94,95,95,95,95,95,95,95,95,95,95,95,95,95,95,96,96,96,96,96,96,96,96,96,96,96,96,96,96,97,97,97,97,97,97,97,97,97,97,97,97,97,97,98,98,98,98,98,98,98,98,98,98,98,98,98,98,99,99,99,99,99,99,99,99,99,99,99,99,99,99,100,100,100,100,100,100,100,100,100,100,100,100,100,100,101,101,101,101,101,101,101,101,101,101,101,101,101,101,102,102,102,102,102,102,102,102,102,102,102,102,102,102,103,103,103,103,103,103,103,103,103,103,103,103,103,103,104,104,104,104,104,104,104,104,104,104,104,104,104,104,105,105,105,105,105,105,105,105,105,105,105,105,105,105,106,106,106,106,106,106,106,106,106,106,106,106,106,106,107,107,107,107,107,107,107,107,107,107,107,107,107,107,108,108,108,108,108,108,108,108,108,108,108,108,108,108,109,109,109,109,109,109,109,109,109,109,109,109,109,109,110,110,110,110,110,110,110,110,110,110,110,110,110,110,111,111,111,111,111,111,111,111,111,111,111,111,111,111,112,112,112,112,112,112,112,112,112,112,112,112,112,112,113,113,113,113,113,113,113,113,113,113,113,113,113,113,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,115,115,115,115,115,116,116,116,116,116,116,116,116,116,116,116,116,116,116,117,117,117,117,117,117,117,117,117,117,117,117,117,117,118,118,118,118,118,118,118,118,118,118,118,118,118,118,119,119,119,119,119,119,119,119,119,119,119,119,119,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,14,14,14,14,14,14,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,19,19,19,19,19,19,19,19,19,19,19,19,19,19,20,20,20,20,20,20,20,20,20,20,20,20,20,20,21,21,21,21,21,21,21,21,21,21,21,21,21,21,22,22,22,22,22,22,22,22,22,22,22,22,22,22,23,23,23,23,23,23,23,23,23,23,23,23,23,23,24,24,24,24,24,24,24,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,27,27,27,27,27,27,27,28,28,28,28,28,28,28,28,28,28,28,28,28,28,29,29,29,29,29,29,29,29,29,29,29,29,29,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,31,31,31,31,31,31,31,31,31,31,31,31,32,32,32,32,32,32,32,32,32,32,32,32,32,32,33,33,33,33,33,33,33,33,33,33,33,33,33,33,34,34,34,34,34,34,34,34,34,34,34,34,34,34,35,35,35,35,35,35,35,35,35,35,35,35,35,35,36,36,36,36,36,36,36,36,36,36,36,36,36,36,37,37,37,37,37,37,37,37,37,37,37,37,37,37,38,38,38,38,38,38,38,38,38,38,38,38,38,38,39,39,39,39,39,39,39,39,39,39,39,39,39,39,40,40,40,40,40,40,40,40,40,40,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,41,41,41,42,42,42,42,42,42,42,42,42,42,42,42,42,42,43,43,43,43,43,43,43,43,43,43,43,43,43,43,44,44,44,44,44,44,44,44,44,44,44,44,44,44,45,45,45,45,45,45,45,45,45,45,45,45,45,45,46,46,46,46,46,46,46,46,46,46,46,46,46,46,47,47,47,47,47,47,47,47,47,47,47,47,47,47,48,48,48,48,48,48,48,48,48,48,48,48,48,48,49,49,49,49,49,49,49,49,49,49,49,49,49,49,50,50,50,50,50,50,50,50,50,50,50,50,50,50,51,51,51,51,51,51,51,51,51,51,51,51,51,51,52,52,52,52,52,52,52,52,52,52,52,52,52,52,53,53,53,53,53,53,53,53,53,53,53,53,53,53,54,54,54,54,54,54,54,54,54,54,54,54,54,54,55,55,55,55,55,55,55,55,55,55,55,55,55,55,56,56,56,56,56,56,56,56,56,56,56,56,56,56,57,57,57,57,57,57,57,57,57,57,57,57,57,57,58,58,58,58,58,58,58,58,58,58,58,58,58,58,59,59,59,59,59,59,59,59,59,59,59,59,59,59,60,60,60,60,60,60,60,60,60,60,60,60,60,60,61,61,61,61,61,61,61,61,61,61,61,61,61,61,62,62,62,62,62,62,62,62,62,62,62,62,62,62,63,63,63,63,63,63,63,63,63,63,63,63,63,63,64,64,64,64,64,64,64,64,64,64,64,64,64,64,65,65,65,65,65,65,65,65,65,65,65,65,65,65,66,66,66,66,66,66,66,66,66,66,66,66,66,66,67,67,67,67,67,67,67,67,67,67,67,67,67,67,68,68,68,68,68,68,68,68,68,68,68,68,68,68,69,69,69,69,69,69,69,69,69,69,69,69,69,69,70,70,70,70,70,70,70,70,70,70,70,70,70,70,71,71,71,71,71,71,71,71,71,71,71,71,71,71,72,72,72,72,72,72,72,72,72,72,72,72,72,72,73,73,73,73,73,73,73,73,73,73,73,73,73,73,74,74,74,74,74,74,74,74,74,74,74,74,74,74,75,75,75,75,75,75,75,75,75,75,75,75,75,75,76,76,76,76,76,76,76,76,76,76,76,76,76,76,77,77,77,77,77,77,77,77,77,77,77,77,77,77,78,78,78,78,78,78,78,78,78,78,78,78,78,78,79,79,79,79,79,79,79,79,79,79,79,79,79,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,81,81,81,81,81,81,81,81,81,81,81,81,81,81,82,82,82,82,82,82,82,82,82,82,82,82,82,82,83,83,83,83,83,83,83,83,83,83,83,83,83,83,84,84,84,84,84,84,84,84,84,84,84,84,84,84,85,85,85,85,85,85,85,85,85,85,85,85,85,85,86,86,86,86,86,86,86,86,86,86,86,86,86,86,87,87,87,87,87,87,87,87,87,87,87,87,87,87,88,88,88,88,88,88,88,88,88,88,88,88,88,88,89,89,89,89,89,89,89,89,89,89,89,89,89,89,90,90,90,90,90,90,90,90,90,90,90,90,90,90,91,91,91,91,91,91,91,91,91,91,91,91,91,91,92,92,92,92,92,92,92,92,92,92,92,92,92,92,93,93,93,93,93,93,93,93,93,93,93,93,93,93,94,94,94,94,94,94,94,94,94,94,94,94,94,94,95,95,95,95,95,95,95,95,95,95,95,95,95,95,96,96,96,96,96,96,96,96,96,96,96,96,96,96,97,97,97,97,97,97,97,97,97,97,97,97,97,97,98,98,98,98,98,98,98,98,98,98,98,98,98,98,99,99,99,99,99,99,99,99,99,99,99,99,99,99,100,100,100,100,100,100,100,100,100,100,100,100,100,100,101,101,101,101,101,101,101,101,101,101,101,101,101,101,102,102,102,102,102,102,102,102,102,102,102,102,102,102,103,103,103,103,103,103,103,103,103,103,103,103,103,103,104,104,104,104,104,104,104,104,104,104,104,104,104,104,105,105,105,105,105,105,105,105,105,105,105,105,105,105,106,106,106,106,106,106,106,106,106,106,106,106,106,106,107,107,107,107,107,107,107,107,107,107,107,107,107,107,108,108,108,108,108,108,108,108,108,108,108,108,108,108,109,109,109,109,109,109,109,109,109,109,109,109,109,109,110,110,110,110,110,110,110,110,110,110,110,110,110,110,111,111,111,111,111,111,111,111,111,111,111,111,111,111,112,112,112,112,112,112,112,112,112,112,112,112,112,112,113,113,113,113,113,113,113,113,113,113,113,113,113,113,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,115,115,115,115,115,116,116,116,116,116,116,116,116,116,116,116,116,116,116,117,117,117,117,117,117,117,117,117,117,117,117,117,117,118,118,118,118,118,118,118,118,118,118,118,118,118,118,119,119,119,119,119,119,119,119,119,119,119,119,119,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,14,14,14,14,14,14,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,19,19,19,19,19,19,19,19,19,19,19,19,19,19,20,20,20,20,20,20,20,20,20,20,20,20,20,20,21,21,21,21,21,21,21,21,21,21,21,21,21,21,22,22,22,22,22,22,22,22,22,22,22,22,22,22,23,23,23,23,23,23,23,23,23,23,23,23,23,23,24,24,24,24,24,24,24,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,27,27,27,27,27,27,27,28,28,28,28,28,28,28,28,28,28,28,28,28,28,29,29,29,29,29,29,29,29,29,29,29,29,29,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,31,31,31,31,31,31,31,31,31,31,31,31,32,32,32,32,32,32,32,32,32,32,32,32,32,32,33,33,33,33,33,33,33,33,33,33,33,33,33,33,34,34,34,34,34,34,34,34,34,34,34,34,34,34,35,35,35,35,35,35,35,35,35,35,35,35,35,35,36,36,36,36,36,36,36,36,36,36,36,36,36,36,37,37,37,37,37,37,37,37,37,37,37,37,37,37,38,38,38,38,38,38,38,38,38,38,38,38,38,38,39,39,39,39,39,39,39,39,39,39,39,39,39,39,40,40,40,40,40,40,40,40,40,40,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,41,41,41,42,42,42,42,42,42,42,42,42,42,42,42,42,42,43,43,43,43,43,43,43,43,43,43,43,43,43,43,44,44,44,44,44,44,44,44,44,44,44,44,44,44,45,45,45,45,45,45,45,45,45,45,45,45,45,45,46,46,46,46,46,46,46,46,46,46,46,46,46,46,47,47,47,47,47,47,47,47,47,47,47,47,47,47,48,48,48,48,48,48,48,48,48,48,48,48,48,48,49,49,49,49,49,49,49,49,49,49,49,49,49,49,50,50,50,50,50,50,50,50,50,50,50,50,50,50,51,51,51,51,51,51,51,51,51,51,51,51,51,51,52,52,52,52,52,52,52,52,52,52,52,52,52,52,53,53,53,53,53,53,53,53,53,53,53,53,53,53,54,54,54,54,54,54,54,54,54,54,54,54,54,54,55,55,55,55,55,55,55,55,55,55,55,55,55,55,56,56,56,56,56,56,56,56,56,56,56,56,56,56,57,57,57,57,57,57,57,57,57,57,57,57,57,57,58,58,58,58,58,58,58,58,58,58,58,58,58,58,59,59,59,59,59,59,59,59,59,59,59,59,59,59,60,60,60,60,60,60,60,60,60,60,60,60,60,60,61,61,61,61,61,61,61,61,61,61,61,61,61,61,62,62,62,62,62,62,62,62,62,62,62,62,62,62,63,63,63,63,63,63,63,63,63,63,63,63,63,63,64,64,64,64,64,64,64,64,64,64,64,64,64,64,65,65,65,65,65,65,65,65,65,65,65,65,65,65,66,66,66,66,66,66,66,66,66,66,66,66,66,66,67,67,67,67,67,67,67,67,67,67,67,67,67,67,68,68,68,68,68,68,68,68,68,68,68,68,68,68,69,69,69,69,69,69,69,69,69,69,69,69,69,69,70,70,70,70,70,70,70,70,70,70,70,70,70,70,71,71,71,71,71,71,71,71,71,71,71,71,71,71,72,72,72,72,72,72,72,72,72,72,72,72,72,72,73,73,73,73,73,73,73,73,73,73,73,73,73,73,74,74,74,74,74,74,74,74,74,74,74,74,74,74,75,75,75,75,75,75,75,75,75,75,75,75,75,75,76,76,76,76,76,76,76,76,76,76,76,76,76,76,77,77,77,77,77,77,77,77,77,77,77,77,77,77,78,78,78,78,78,78,78,78,78,78,78,78,78,78,79,79,79,79,79,79,79,79,79,79,79,79,79,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,81,81,81,81,81,81,81,81,81,81,81,81,81,81,82,82,82,82,82,82,82,82,82,82,82,82,82,82,83,83,83,83,83,83,83,83,83,83,83,83,83,83,84,84,84,84,84,84,84,84,84,84,84,84,84,84,85,85,85,85,85,85,85,85,85,85,85,85,85,85,86,86,86,86,86,86,86,86,86,86,86,86,86,86,87,87,87,87,87,87,87,87,87,87,87,87,87,87,88,88,88,88,88,88,88,88,88,88,88,88,88,88,89,89,89,89,89,89,89,89,89,89,89,89,89,89,90,90,90,90,90,90,90,90,90,90,90,90,90,90,91,91,91,91,91,91,91,91,91,91,91,91,91,91,92,92,92,92,92,92,92,92,92,92,92,92,92,92,93,93,93,93,93,93,93,93,93,93,93,93,93,93,94,94,94,94,94,94,94,94,94,94,94,94,94,94,95,95,95,95,95,95,95,95,95,95,95,95,95,95,96,96,96,96,96,96,96,96,96,96,96,96,96,96,97,97,97,97,97,97,97,97,97,97,97,97,97,97,98,98,98,98,98,98,98,98,98,98,98,98,98,98,99,99,99,99,99,99,99,99,99,99,99,99,99,99,100,100,100,100,100,100,100,100,100,100,100,100,100,100,101,101,101,101,101,101,101,101,101,101,101,101,101,101,102,102,102,102,102,102,102,102,102,102,102,102,102,102,103,103,103,103,103,103,103,103,103,103,103,103,103,103,104,104,104,104,104,104,104,104,104,104,104,104,104,104,105,105,105,105,105,105,105,105,105,105,105,105,105,105,106,106,106,106,106,106,106,106,106,106,106,106,106,106,107,107,107,107,107,107,107,107,107,107,107,107,107,107,108,108,108,108,108,108,108,108,108,108,108,108,108,108,109,109,109,109,109,109,109,109,109,109,109,109,109,109,110,110,110,110,110,110,110,110,110,110,110,110,110,110,111,111,111,111,111,111,111,111,111,111,111,111,111,111,112,112,112,112,112,112,112,112,112,112,112,112,112,112,113,113,113,113,113,113,113,113,113,113,113,113,113,113,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,115,115,115,115,115,116,116,116,116,116,116,116,116,116,116,116,116,116,116,117,117,117,117,117,117,117,117,117,117,117,117,117,117,118,118,118,118,118,118,118,118,118,118,118,118,118,118,119,119,119,119,119,119,119,119,119,119,119,119,119,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120]],"container":"<table class=\"display\">\n <thead>\n <tr>\n <th> <\/th>\n <th>Week<\/th>\n <th>Assignee<\/th>\n <th># of questions<\/th>\n <th>.frame<\/th>\n <\/tr>\n <\/thead>\n<\/table>","options":{"pageLength":3,"dom":"tp","columnDefs":[{"className":"dt-right","targets":[1,3,4]},{"orderable":false,"targets":0}],"order":[],"autoWidth":false,"orderClasses":false,"lengthMenu":[3,10,25,50,100]}},"evals":[],"jsHooks":[]}</script> --- ```r data %>% mutate(Week = lubridate::week(Week)) %>% split(.$Assignee) %>% purrr::map(function(d) { * purrr::map(seq(nrow(d)), * ~d[c(seq(.x), rep(.x, nrow(d) - .x)), ])}) %>% * purrr::map(~tweenr::tween_states(., 5, 2, 'cubic-in-out', 100)) %>% {do.call(rbind, .)} -> tweenr_data tweenr_data %>% ggplot(aes(Week, `# of questions`, frame = .frame)) + geom_path(aes(color=Assignee), alpha = 0.7, size=2) + theme_minimal() + theme(text = element_text(size=30))-> tween_chart animation::ani.options(interval = 0.05) *gganimate(tween_chart, "tween_chart.gif", title_frame = FALSE, * ani.width=1600, ani.height=600) ```  --- class: middle, center # And Thomas is not done yet... <section> <img width="300" src="./transformr.gif"> </section> He is currently working on a [`transformr` package](https://github.com/thomasp85/transformr)<br /> for smooth polygon transformations! --- class: middle, center # And Thomas is not done yet... As well as on a complete grammar of animation for ggplot2! <img src="./thomas.gif" width="22%"> <blockquote class="twitter-tweet" data-lang="en"><p lang="en" dir="ltr">More grammar arrives:<br><br>ggplot(mtcars, aes(factor(cyl), mpg)) + <br> geom_boxplot() + <br> geom_point() +<br> transition_states(am, transition_length = 4, state_length = 1) + <br> view_follow() </p>&mdash; Thomas Lin Pedersen (@thomasp85) <a href="https://twitter.com/thomasp85/status/988863035388366851?ref_src=twsrc%5Etfw">April 24, 2018</a></blockquote> --- class: inverse, center, middle # 2. Using extensions --- # Where to find extensions? For extensions and themes, the best place to start is [ggplot2-exts.org](http://www.ggplot2-exts.org/gallery/). In addition to `gganimate`, there are 40 packages to discover.  --- # `ggrepel` for smart label placement [Kamil Slowikowski](https://slowkow.com)'s [`ggrepel` package](https://github.com/slowkow/ggrepel) was one of the first extension to gain fame. It places your label for you so they don't overlap. ```r ggplot(data=mtcars, aes(x=mpg, y=wt)) + geom_point() + geom_text(label=rownames(mtcars)) + theme_minimal() + labs(title="Labels without ggrepel...") ``` <!-- --> --- # `ggrepel` for smart label placement [Kamil Slowikowski](https://twitter.com/slowkow)'s [`ggrepel` package](https://github.com/slowkow/ggrepel) was one of the first extension to gain fame. It places your label for you so they don't overlap (lots of examples [on the vignette](https://cran.r-project.org/web/packages/ggrepel/vignettes/ggrepel.html)). ```r ggplot(data=mtcars, aes(x=mpg, y=wt)) + geom_point() + * ggrepel::geom_text_repel(label=rownames(mtcars)) + theme_minimal() + labs(title="Labels with ggrepel...") ``` <!-- --> --- # `ggrepel` for smart label placement Since `ggrepel::geom_text_repel` is just another `geom` you can select subsets the same way as usual. ```r *subdata <- subset(mtcars, mpg>25 | wt>4) ggplot(data=mtcars, aes(x=mpg, y=wt)) + geom_point() + * ggrepel::geom_text_repel(label=rownames(subdata), data=subdata, * force=3, min.segment.length=0) + theme_minimal() + labs(title="Labels with ggrepel...") ``` <!-- --> --- # `ggrepel` for smart label placement And if you want to manually select the points to label, you still have [Alicia Schep](https://twitter.com/aliciaschep)'s newly released [`gglabeller` package](https://github.com/AliciaSchep/gglabeller). ```r # Run the code below for live demo library(ggplot2) library(ggrepel) library(gglabeller) ggplot(mtcars, aes(mpg, wt)) + geom_point() + theme_minimal() -> p gglabeller(p, aes(label = rownames(mtcars))) ``` ### << `gglabeller` quick demo >> --- class: inverse, center, middle # 3. Spelunking ggplot internals --- # Word of caution > The internals of ggplot2 are dark and full of terrors... -- > ...or at least very sparsely documented. --- ## Three objects to explore If `p` is a plot done with `ggplot`. - The actual plot: `View(p)` - The build: `View(ggplot_build(p))` - The gtable: `View(ggplot_gtable(ggplot_build(p)))` -- ## A few nice ressources: - [Baptiste Auguie](http://baptiste.github.io)'s [Unofficial guide to gtable](https://cran.r-project.org/web/packages/gridExtra/vignettes/gtable.html) - [Bob Rudis](https://twitter.com/hrbrmstr)'s [guide to ggplot extensions](https://rud.is/books/creating-ggplot2-extensions/demystifying-ggplot2.html) - [Hadley Wickham](https://twitter.com/hadleywickham)'s official [ggplot2 extensions vignette](https://cran.r-project.org/web/packages/ggplot2/vignettes/extending-ggplot2.html) - Desperate Stack Overflow questions --- ## A (very) small dive in the internal ```r ggplot(mpg, aes(displ, hwy, colour = class)) + geom_point() -> gg str(ggplot_build(gg)) # Not for the faint-hearted... ``` ``` ## List of 3 ## $ data :List of 1 ## ..$ :'data.frame': 234 obs. of 10 variables: ## .. ..$ colour: chr [1:234] "#C49A00" "#C49A00" "#C49A00" "#C49A00" ... ## .. ..$ x : num [1:234] 1.8 1.8 2 2 2.8 2.8 3.1 1.8 1.8 2 ... ## .. ..$ y : num [1:234] 29 29 31 30 26 26 27 26 25 28 ... ## .. ..$ PANEL : int [1:234] 1 1 1 1 1 1 1 1 1 1 ... ## .. ..$ group : atomic [1:234] 2 2 2 2 2 2 2 2 2 2 ... ## .. .. ..- attr(*, "n")= int 7 ## .. ..$ shape : num [1:234] 19 19 19 19 19 19 19 19 19 19 ... ## .. ..$ size : num [1:234] 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 ... ## .. ..$ fill : logi [1:234] NA NA NA NA NA NA ... ## .. ..$ alpha : logi [1:234] NA NA NA NA NA NA ... ## .. ..$ stroke: num [1:234] 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 ... ## $ layout:Classes 'Layout', 'ggproto' <ggproto object: Class Layout> ## facet: <ggproto object: Class FacetNull, Facet> ## compute_layout: function ## draw_back: function ## draw_front: function ## draw_labels: function ## draw_panels: function ## finish_data: function ## init_scales: function ## map: function ## map_data: function ## params: list ## render_back: function ## render_front: function ## render_panels: function ## setup_data: function ## setup_params: function ## shrink: TRUE ## train: function ## train_positions: function ## train_scales: function ## vars: function ## super: <ggproto object: Class FacetNull, Facet> ## finish_data: function ## get_scales: function ## map: function ## map_position: function ## panel_layout: data.frame ## panel_ranges: list ## panel_scales: list ## render: function ## render_labels: function ## reset_scales: function ## setup: function ## train_position: function ## train_ranges: function ## xlabel: function ## ylabel: function ## super: <ggproto object: Class Layout> ## $ plot :List of 9 ## ..$ data :Classes 'tbl_df', 'tbl' and 'data.frame': 234 obs. of 11 variables: ## .. ..$ manufacturer: chr [1:234] "audi" "audi" "audi" "audi" ... ## .. ..$ model : chr [1:234] "a4" "a4" "a4" "a4" ... ## .. ..$ displ : num [1:234] 1.8 1.8 2 2 2.8 2.8 3.1 1.8 1.8 2 ... ## .. ..$ year : int [1:234] 1999 1999 2008 2008 1999 1999 2008 1999 1999 2008 ... ## .. ..$ cyl : int [1:234] 4 4 4 4 6 6 6 4 4 4 ... ## .. ..$ trans : chr [1:234] "auto(l5)" "manual(m5)" "manual(m6)" "auto(av)" ... ## .. ..$ drv : chr [1:234] "f" "f" "f" "f" ... ## .. ..$ cty : int [1:234] 18 21 20 21 16 18 18 18 16 20 ... ## .. ..$ hwy : int [1:234] 29 29 31 30 26 26 27 26 25 28 ... ## .. ..$ fl : chr [1:234] "p" "p" "p" "p" ... ## .. ..$ class : chr [1:234] "compact" "compact" "compact" "compact" ... ## ..$ layers :List of 1 ## .. ..$ :Classes 'LayerInstance', 'Layer', 'ggproto' <ggproto object: Class LayerInstance, Layer> ## aes_params: list ## compute_aesthetics: function ## compute_geom_1: function ## compute_geom_2: function ## compute_position: function ## compute_statistic: function ## data: waiver ## draw_geom: function ## finish_statistics: function ## geom: <ggproto object: Class GeomPoint, Geom> ## aesthetics: function ## default_aes: uneval ## draw_group: function ## draw_key: function ## draw_layer: function ## draw_panel: function ## extra_params: na.rm ## handle_na: function ## non_missing_aes: size shape colour ## optional_aes: ## parameters: function ## required_aes: x y ## setup_data: function ## use_defaults: function ## super: <ggproto object: Class Geom> ## geom_params: list ## inherit.aes: TRUE ## layer_data: function ## map_statistic: function ## mapping: NULL ## position: <ggproto object: Class PositionIdentity, Position> ## compute_layer: function ## compute_panel: function ## required_aes: ## setup_data: function ## setup_params: function ## super: <ggproto object: Class Position> ## print: function ## show.legend: NA ## stat: <ggproto object: Class StatIdentity, Stat> ## aesthetics: function ## compute_group: function ## compute_layer: function ## compute_panel: function ## default_aes: uneval ## extra_params: na.rm ## finish_layer: function ## non_missing_aes: ## parameters: function ## required_aes: ## retransform: TRUE ## setup_data: function ## setup_params: function ## super: <ggproto object: Class Stat> ## stat_params: list ## subset: NULL ## super: <ggproto object: Class Layer> ## ..$ scales :Classes 'ScalesList', 'ggproto' <ggproto object: Class ScalesList> ## add: function ## clone: function ## find: function ## get_scales: function ## has_scale: function ## input: function ## n: function ## non_position_scales: function ## scales: list ## super: <ggproto object: Class ScalesList> ## ..$ mapping :List of 3 ## .. ..$ x : symbol displ ## .. ..$ y : symbol hwy ## .. ..$ colour: symbol class ## ..$ theme : list() ## ..$ coordinates:Classes 'CoordCartesian', 'Coord', 'ggproto' <ggproto object: Class CoordCartesian, Coord> ## aspect: function ## distance: function ## expand: TRUE ## is_linear: function ## labels: function ## limits: list ## range: function ## render_axis_h: function ## render_axis_v: function ## render_bg: function ## render_fg: function ## train: function ## transform: function ## super: <ggproto object: Class CoordCartesian, Coord> ## ..$ facet :Classes 'FacetNull', 'Facet', 'ggproto' <ggproto object: Class FacetNull, Facet> ## compute_layout: function ## draw_back: function ## draw_front: function ## draw_labels: function ## draw_panels: function ## finish_data: function ## init_scales: function ## map: function ## map_data: function ## params: list ## render_back: function ## render_front: function ## render_panels: function ## setup_data: function ## setup_params: function ## shrink: TRUE ## train: function ## train_positions: function ## train_scales: function ## vars: function ## super: <ggproto object: Class FacetNull, Facet> ## ..$ plot_env :<environment: R_GlobalEnv> ## ..$ labels :List of 3 ## .. ..$ x : chr "displ" ## .. ..$ y : chr "hwy" ## .. ..$ colour: chr "class" ## ..- attr(*, "class")= chr [1:2] "gg" "ggplot" ``` --- ```r mpg %>% group_by(manufacturer) %>% summarize_at("cyl", "mean") %>% ggplot(aes(forcats::fct_reorder(manufacturer,cyl,.desc=TRUE), cyl)) + geom_point() + labs(x="manufacturer") -> gg gg + geom_text(aes(label=round(cyl,1)))# ``` <!-- --> We could add a fixed `nudge_y` value to prevent point/label overlapping. But is there a more flexible way? Once you know where to look (which is the hardest part), there are gems to be found in ggplot internals. Below, we can get the final x and y axis ranges after they have been dynamically generated by `ggplot2`. ```r ggplot_build(gg) -> gb (gb$layout$panel_ranges[[1]]$y.range -> yrange) ``` ``` ## [1] 3.8 8.2 ``` --- Now use this information for your next geom. Rather than using fixed nudges... ```r *gg + geom_text(aes(label=round(cyl,1)), nudge_y=0.5) ``` <!-- --> ... try this! Your optimal nudge distance is **automatically calculated**! ```r *gg + geom_text(aes(label=round(cyl,1)), nudge_y=(yrange[2]-yrange[1])/10) ``` <!-- --> This solution scales to as many geoms as you need. --- class: inverse, middle ## In summary, recipe for happier ggplotting: #### 1. Don't forget you have <u>post-processing</u> options! -- #### 2. Remember that <u>extensions</u> are here to help! -- #### 3. Check these <u>internals</u> before thinking something is not doable! --- class: middle, centered # Thank you! #### Xavier Adam (twitter: [@xvrdm](http://twitter.com/xvrdm/)) <img src="./epfl-exts-logo.png" width="30%">