class: middle center hide-slide-number monash-bg-gray80 .info-box.w-60.bg-white[ These slides are viewed best by Chrome or Firefox and occasionally need to be refreshed if elements did not load properly. See <a href=day1-session2.pdf>here for the PDF <i class="fas fa-file-pdf"></i></a>. ] <br> .white[Press the **right arrow** to progress to the next slide!] --- class: title-slide count: false background-image: url("images/bg-01.png") # .monash-blue[Advanced Data Visualisation with R] <h1 class="monash-blue" style="font-size: 30pt!important;"></h1> <br> <h2 style="font-weight:900!important;">`ggplot2` internals</h2> .bottom_abs.width100[ Instructor: *Emi Tanaka* <i class="fas fa-envelope"></i> emi.tanaka@monash.edu <i class="fas fa-calendar-alt"></i> 8th Dec 2021 @ Statistical Society of Australia Canberra Branch | Zoom <br> ] --- layout: true # Quick overview of `ggplot2` * `ggplot2` is one of the most popular packages for data visualisation * It implements an interpretation of the **grammar of graphics** by Wilkinson .footnote.f5[ H. Wickham. ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York, 2016. Wilkinson, Leland. 2005. The Grammar of Graphics. Springer. 2nd edition. ] --- --- count: false .flex[ .w-50[ ```r library(ggplot2) ggplot() ``` ] .w-50[ <img src="images/day1-session2/plot1-1.png" width="396" style="display: block; margin: auto;" /> ]] --- count: false .flex[ .w-50[ ```r library(ggplot2) ggplot(data = chickwts, aes(x = weight, y = feed)) ``` ] .w-50[ <img src="images/day1-session2/plot2-1.png" width="396" style="display: block; margin: auto;" /> ]] --- count: false .flex[ .w-50[ ```r library(ggplot2) ggplot(data = chickwts, aes(x = weight, y = feed)) + geom_violin(aes(color = feed)) ``` ] .w-50[ <img src="images/day1-session2/plot3-1.png" width="396" style="display: block; margin: auto;" /> ]] --- count: false .flex[ .w-50[ ```r library(ggplot2) ggplot(data = chickwts, aes(x = weight, y = feed)) + geom_violin(aes(color = feed)) + geom_boxplot(width = 0.1) ``` ] .w-50[ <img src="images/day1-session2/plot4-1.png" width="396" style="display: block; margin: auto;" /> ]] --- .flex[ .w-50[ ```r library(ggplot2) ggplot(data = chickwts, aes(x = weight, y = feed)) + geom_violin(aes(color = feed)) + geom_boxplot(width = 0.1) + scale_x_continuous(trans = "log10") ``` ] .w-50[ <img src="images/day1-session2/plot5-1.png" width="396" style="display: block; margin: auto;" /> ]] --- layout: false # Underlying mechanisms for drawing `ggplot` objects ```r library(ggplot2) g <- ggplot(data = chickwts, aes(x = weight, y = feed)) + geom_violin(aes(color = feed)) + geom_boxplot(width = 0.1) + scale_x_continuous(trans = "log10") ``` .flex.mt2[ .w-50[ ```r print(g) ``` <img src="images/day1-session2/basic-ggplot-1.png" width="432" style="display: block; margin: auto;" /> ] .w-50.pl3[ .info-box.animated.bounce[ Drawing in `ggplot2` happens when you **`print` the ggplot object** ] {{content}} ] ] -- * Essentially this involves: <div class="ggplot-steps"> <ol> <li><code>data <- ggplot_build(g)</code></li> <li><code>gtable <- ggplot_gtable(data)</code></li> <li><code>grid::grid.newpage()</code><br><code>grid::grid.draw(gtable)</code></li> </ol> </div> <style type="text/css"> .ggplot-steps { padding-left: 50px; } .ggplot-steps li { counter-increment: li; } .ggplot-steps li::marker { color: black; content: "#" counter(li) "> "; font-weight: bold; } </style> --- # Dissecting the `ggplot` object ```r str(g) ``` .scroll-sign.h5.f4[ .overflow-scroll.h-100[ ``` ## List of 9 ## $ data :'data.frame': 71 obs. of 2 variables: ## ..$ weight: num [1:71] 179 160 136 227 217 168 108 124 143 140 ... ## ..$ feed : Factor w/ 6 levels "casein","horsebean",..: 2 2 2 2 2 2 2 2 2 2 ... ## $ layers :List of 2 ## ..$ :Classes 'LayerInstance', 'Layer', 'ggproto', 'gg' <ggproto object: Class LayerInstance, Layer, gg> ## aes_params: list ## compute_aesthetics: function ## compute_geom_1: function ## compute_geom_2: function ## compute_position: function ## compute_statistic: function ## computed_geom_params: list ## computed_mapping: uneval ## computed_stat_params: list ## data: waiver ## draw_geom: function ## finish_statistics: function ## geom: <ggproto object: Class GeomViolin, Geom, gg> ## aesthetics: function ## default_aes: uneval ## draw_group: function ## draw_key: function ## draw_layer: function ## draw_panel: function ## extra_params: na.rm orientation ## handle_na: function ## non_missing_aes: ## optional_aes: ## parameters: function ## required_aes: x y ## setup_data: function ## setup_params: function ## use_defaults: function ## super: <ggproto object: Class Geom, gg> ## geom_params: list ## inherit.aes: TRUE ## layer_data: function ## map_statistic: function ## mapping: uneval ## position: <ggproto object: Class PositionDodge, Position, gg> ## compute_layer: function ## compute_panel: function ## preserve: total ## required_aes: ## setup_data: function ## setup_params: function ## width: NULL ## super: <ggproto object: Class Position, gg> ## print: function ## setup_layer: function ## show.legend: NA ## stat: <ggproto object: Class StatYdensity, Stat, gg> ## aesthetics: function ## compute_group: function ## compute_layer: function ## compute_panel: function ## default_aes: uneval ## extra_params: na.rm orientation ## finish_layer: function ## non_missing_aes: weight ## optional_aes: ## parameters: function ## required_aes: x y ## retransform: TRUE ## setup_data: function ## setup_params: function ## super: <ggproto object: Class Stat, gg> ## stat_params: list ## super: <ggproto object: Class Layer, gg> ## ..$ :Classes 'LayerInstance', 'Layer', 'ggproto', 'gg' <ggproto object: Class LayerInstance, Layer, gg> ## aes_params: list ## compute_aesthetics: function ## compute_geom_1: function ## compute_geom_2: function ## compute_position: function ## compute_statistic: function ## computed_geom_params: list ## computed_mapping: uneval ## computed_stat_params: list ## data: waiver ## draw_geom: function ## finish_statistics: function ## geom: <ggproto object: Class GeomBoxplot, Geom, gg> ## aesthetics: function ## default_aes: uneval ## draw_group: function ## draw_key: function ## draw_layer: function ## draw_panel: function ## extra_params: na.rm width orientation ## handle_na: function ## non_missing_aes: ## optional_aes: ## parameters: function ## required_aes: x|y lower|xlower upper|xupper middle|xmiddle ymin|xmin y ... ## setup_data: function ## setup_params: function ## use_defaults: function ## super: <ggproto object: Class Geom, gg> ## geom_params: list ## inherit.aes: TRUE ## layer_data: function ## map_statistic: function ## mapping: NULL ## position: <ggproto object: Class PositionDodge2, PositionDodge, Position, gg> ## compute_layer: function ## compute_panel: function ## padding: 0.1 ## preserve: total ## required_aes: ## reverse: FALSE ## setup_data: function ## setup_params: function ## width: NULL ## super: <ggproto object: Class PositionDodge, Position, gg> ## print: function ## setup_layer: function ## show.legend: NA ## stat: <ggproto object: Class StatBoxplot, Stat, gg> ## aesthetics: function ## compute_group: function ## compute_layer: function ## compute_panel: function ## default_aes: uneval ## extra_params: na.rm orientation ## finish_layer: function ## non_missing_aes: weight ## optional_aes: ## parameters: function ## required_aes: y|x ## retransform: TRUE ## setup_data: function ## setup_params: function ## super: <ggproto object: Class Stat, gg> ## stat_params: list ## super: <ggproto object: Class Layer, gg> ## $ scales :Classes 'ScalesList', 'ggproto', 'gg' <ggproto object: Class ScalesList, gg> ## 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, gg> ## $ mapping :List of 2 ## ..$ x: language ~weight ## .. ..- attr(*, ".Environment")=<environment: R_GlobalEnv> ## ..$ y: language ~feed ## .. ..- attr(*, ".Environment")=<environment: R_GlobalEnv> ## ..- attr(*, "class")= chr "uneval" ## $ theme : list() ## $ coordinates:Classes 'CoordCartesian', 'Coord', 'ggproto', 'gg' <ggproto object: Class CoordCartesian, Coord, gg> ## aspect: function ## backtransform_range: function ## clip: on ## default: TRUE ## distance: function ## expand: TRUE ## is_free: function ## is_linear: function ## labels: function ## limits: list ## modify_scales: function ## range: function ## render_axis_h: function ## render_axis_v: function ## render_bg: function ## render_fg: function ## setup_data: function ## setup_layout: function ## setup_panel_guides: function ## setup_panel_params: function ## setup_params: function ## train_panel_guides: function ## transform: function ## super: <ggproto object: Class CoordCartesian, Coord, gg> ## $ facet :Classes 'FacetNull', 'Facet', 'ggproto', 'gg' <ggproto object: Class FacetNull, Facet, gg> ## compute_layout: function ## draw_back: function ## draw_front: function ## draw_labels: function ## draw_panels: function ## finish_data: function ## init_scales: function ## map_data: function ## params: list ## setup_data: function ## setup_params: function ## shrink: TRUE ## train_scales: function ## vars: function ## super: <ggproto object: Class FacetNull, Facet, gg> ## $ plot_env :<environment: R_GlobalEnv> ## $ labels :List of 3 ## ..$ x : chr "weight" ## ..$ y : chr "feed" ## ..$ colour: chr "feed" ## - attr(*, "class")= chr [1:2] "gg" "ggplot" ``` ] ] <br> * The `ggplot` object contains: .flex[ .w-10[ ] .w-20[ * data * layers * scales ] .w-20[ * mapping * theme * coordinates ] .w-20[ * facet * plot environment * labels ] ] --- class: transition # \#1> `ggplot_build()` --- layout: true .absolute.bottom-0.f5[ Note: this is a rough illustration and some actual processes may differ <img src="images/day1-session2/basic-ggplot-1.png" class="absolute bottom-3 left-1" width="300px"> ] --- # Data transformation .circle.monash-bg-white.monash-blue[1] _Get the input data_ .flex[ .w-60.center[ <img src="images/output/data-transform-00A.png" width = "80%"> ] .w-40[ The data for each layer may be obtained: 1. from the **`data` argument of the layer** where * `data` is a `data.frame` or * `data` is a function applied to the global data that returns a `data.frame` 2. by inheriting the **global data specified in `ggplot()`** .scroll-sign.f5[ .overflow-scroll.h4[ ``` ## [[1]] ## # A tibble: 71 × 2 ## weight feed ## <dbl> <fct> ## 1 179 horsebean ## 2 160 horsebean ## 3 136 horsebean ## 4 227 horsebean ## 5 217 horsebean ## 6 168 horsebean ## 7 108 horsebean ## 8 124 horsebean ## 9 143 horsebean ## 10 140 horsebean ## # … with 61 more rows ## ## [[2]] ## # A tibble: 71 × 2 ## weight feed ## <dbl> <fct> ## 1 179 horsebean ## 2 160 horsebean ## 3 136 horsebean ## 4 227 horsebean ## 5 217 horsebean ## 6 168 horsebean ## 7 108 horsebean ## 8 124 horsebean ## 9 143 horsebean ## 10 140 horsebean ## # … with 61 more rows ``` ]] ] ] --- # Data transformation .circle.monash-bg-white.monash-blue[2] _Setup data_ .flex[ .w-60.center[ <img src="images/output/data-transform-00B.png" width = "80%"> ] .w-40[ * Adjustments made based on raw input data and plot info * Initialise panels, add extra data for margins and missing faceting variables, and add on a `PANEL` variable to data <style type="text/css"> details .hljs { background-color: black!important; } </style> <details class="f6"> <summary>Click to see difference to the previous data</summary> .overflow-scroll.h5[ ``` ## `old[[1]]` is length 2 ## `new[[1]]` is length 3 ## ## `names(old[[1]])`: "weight" "feed" ## `names(new[[1]])`: "weight" "feed" "PANEL" ## ## `old[[1]]$PANEL` is absent ## `new[[1]]$PANEL` is an S3 object of class <factor>, an integer vector ## ## `old[[2]]` is length 2 ## `new[[2]]` is length 3 ## ## `names(old[[2]])`: "weight" "feed" ## `names(new[[2]])`: "weight" "feed" "PANEL" ## ## `old[[2]]$PANEL` is absent ## `new[[2]]$PANEL` is an S3 object of class <factor>, an integer vector ``` ] </details> .scroll-sign.f5[ .overflow-scroll.h5[ ``` ## [[1]] ## # A tibble: 71 × 3 ## weight feed PANEL ## <dbl> <fct> <fct> ## 1 179 horsebean 1 ## 2 160 horsebean 1 ## 3 136 horsebean 1 ## 4 227 horsebean 1 ## 5 217 horsebean 1 ## 6 168 horsebean 1 ## 7 108 horsebean 1 ## 8 124 horsebean 1 ## 9 143 horsebean 1 ## 10 140 horsebean 1 ## # … with 61 more rows ## ## [[2]] ## # A tibble: 71 × 3 ## weight feed PANEL ## <dbl> <fct> <fct> ## 1 179 horsebean 1 ## 2 160 horsebean 1 ## 3 136 horsebean 1 ## 4 227 horsebean 1 ## 5 217 horsebean 1 ## 6 168 horsebean 1 ## 7 108 horsebean 1 ## 8 124 horsebean 1 ## 9 143 horsebean 1 ## 10 140 horsebean 1 ## # … with 61 more rows ``` ]] ] ] --- # Data transformation .circle.monash-bg-white.monash-blue[3] _Compute aesthetics_ .flex[ .w-60.center[ <img src="images/output/data-transform-00C.png" width = "80%"> ] .w-40[ * Compute aesthetics to produce data with aesthetics variables * Variables not specified in mapping are dropped from the data <details class="f6"> <summary>Click to see difference to the previous data</summary> .overflow-scroll.h5[ ``` ## `old[[1]]` is length 3 ## `new[[1]]` is length 5 ## ## `names(old[[1]])`: "weight" "feed" "PANEL" ## `names(new[[1]])`: "colour" "x" "y" "PANEL" "group" ## ## `old[[1]]$weight` is a double vector (179, 160, 136, 227, 217, ...) ## `new[[1]]$weight` is absent ## ## `old[[1]]$feed` is an S3 object of class <factor>, an integer vector ## `new[[1]]$feed` is absent ## ## `old[[1]]$colour` is absent ## `new[[1]]$colour` is an S3 object of class <factor>, an integer vector ## ## `old[[1]]$x` is absent ## `new[[1]]$x` is a double vector (179, 160, 136, 227, 217, ...) ## ## `old[[1]]$y` is absent ## `new[[1]]$y` is an S3 object of class <factor>, an integer vector ## ## `old[[1]]$group` is absent ## `new[[1]]$group` is an integer vector (2, 2, 2, 2, 2, ...) ## ## `old[[2]]` is length 3 ## `new[[2]]` is length 4 ## ## `names(old[[2]])[2:3]`: "feed" "PANEL" ## `names(new[[2]])`: "x" "y" "PANEL" "group" ## ## And 5 more differences ... ``` ] </details> .scroll-sign.f5[ .overflow-scroll.h5[ ``` ## [[1]] ## # A tibble: 71 × 5 ## colour x y PANEL group ## <fct> <dbl> <fct> <fct> <int> ## 1 horsebean 179 horsebean 1 2 ## 2 horsebean 160 horsebean 1 2 ## 3 horsebean 136 horsebean 1 2 ## 4 horsebean 227 horsebean 1 2 ## 5 horsebean 217 horsebean 1 2 ## 6 horsebean 168 horsebean 1 2 ## 7 horsebean 108 horsebean 1 2 ## 8 horsebean 124 horsebean 1 2 ## 9 horsebean 143 horsebean 1 2 ## 10 horsebean 140 horsebean 1 2 ## # … with 61 more rows ## ## [[2]] ## # A tibble: 71 × 4 ## x y PANEL group ## <dbl> <fct> <fct> <int> ## 1 179 horsebean 1 2 ## 2 160 horsebean 1 2 ## 3 136 horsebean 1 2 ## 4 227 horsebean 1 2 ## 5 217 horsebean 1 2 ## 6 168 horsebean 1 2 ## 7 108 horsebean 1 2 ## 8 124 horsebean 1 2 ## 9 143 horsebean 1 2 ## 10 140 horsebean 1 2 ## # … with 61 more rows ``` ]] ] ] --- # Data transformation .circle.monash-bg-white.monash-blue[4] _Scale transformation_ .flex[ .w-60.center[ <img src="images/output/data-transform-01.png" width = "80%"> ] .w-40[ * The `trans` argument in `scale_*` functions are applied to data here * Subsequent rendering are based on this transformed space <details class="f6"> <summary>Click to see difference to the previous data</summary> .overflow-scroll.h5[ ``` ## `names(old[[1]])`: "colour" "x" "y" "PANEL" "group" ## `names(new[[1]])`: "x" "colour" "y" "PANEL" "group" ## ## `old[[1]]$x`: 179 160 136 227 217 168 108 124 143 140 and 61 more... ## `new[[1]]$x`: 2 2 2 2 2 2 2 2 2 2 ... ## ## old[[2]] vs new[[2]] ## x ## - old[[2]][1, ] 179.000000 ## + new[[2]][1, ] 2.252853 ## - old[[2]][2, ] 160.000000 ## + new[[2]][2, ] 2.204120 ## - old[[2]][3, ] 136.000000 ## + new[[2]][3, ] 2.133539 ## - old[[2]][4, ] 227.000000 ## + new[[2]][4, ] 2.356026 ## - old[[2]][5, ] 217.000000 ## + new[[2]][5, ] 2.336460 ## - old[[2]][6, ] 168.000000 ## + new[[2]][6, ] 2.225309 ## - old[[2]][7, ] 108.000000 ## + new[[2]][7, ] 2.033424 ## - old[[2]][8, ] 124.000000 ## + new[[2]][8, ] 2.093422 ## - old[[2]][9, ] 143.000000 ## + new[[2]][9, ] 2.155336 ## - old[[2]][10, ] 140.000000 ## + new[[2]][10, ] 2.146128 ## - old[[2]][11, ] 309.000000 ## + new[[2]][11, ] 2.489958 ## - old[[2]][12, ] 229.000000 ## + new[[2]][12, ] 2.359835 ## - old[[2]][13, ] 181.000000 ## + new[[2]][13, ] 2.257679 ## - old[[2]][14, ] 141.000000 ## + new[[2]][14, ] 2.149219 ## - old[[2]][15, ] 260.000000 ## + new[[2]][15, ] 2.414973 ## - old[[2]][16, ] 203.000000 ## + new[[2]][16, ] 2.307496 ## - old[[2]][17, ] 148.000000 ## + new[[2]][17, ] 2.170262 ## - old[[2]][18, ] 169.000000 ## + new[[2]][18, ] 2.227887 ## - old[[2]][19, ] 213.000000 ## + new[[2]][19, ] 2.328380 ## - old[[2]][20, ] 257.000000 ## + new[[2]][20, ] 2.409933 ## - old[[2]][21, ] 244.000000 ## + new[[2]][21, ] 2.387390 ## - old[[2]][22, ] 271.000000 ## + new[[2]][22, ] 2.432969 ## - old[[2]][23, ] 243.000000 ## + new[[2]][23, ] 2.385606 ## - old[[2]][24, ] 230.000000 ## + new[[2]][24, ] 2.361728 ## - old[[2]][25, ] 248.000000 ## + new[[2]][25, ] 2.394452 ## - old[[2]][26, ] 327.000000 ## + new[[2]][26, ] 2.514548 ## - old[[2]][27, ] 329.000000 ## + new[[2]][27, ] 2.517196 ## - old[[2]][28, ] 250.000000 ## + new[[2]][28, ] 2.397940 ## - old[[2]][29, ] 193.000000 ## + new[[2]][29, ] 2.285557 ## - old[[2]][30, ] 271.000000 ## + new[[2]][30, ] 2.432969 ## - old[[2]][31, ] 316.000000 ## + new[[2]][31, ] 2.499687 ## - old[[2]][32, ] 267.000000 ## + new[[2]][32, ] 2.426511 ## - old[[2]][33, ] 199.000000 ## + new[[2]][33, ] 2.298853 ## - old[[2]][34, ] 171.000000 ## + new[[2]][34, ] 2.232996 ## - old[[2]][35, ] 158.000000 ## + new[[2]][35, ] 2.198657 ## - old[[2]][36, ] 248.000000 ## + new[[2]][36, ] 2.394452 ## - old[[2]][37, ] 423.000000 ## + new[[2]][37, ] 2.626340 ## - old[[2]][38, ] 340.000000 ## + new[[2]][38, ] 2.531479 ## - old[[2]][39, ] 392.000000 ## + new[[2]][39, ] 2.593286 ## - old[[2]][40, ] 339.000000 ## + new[[2]][40, ] 2.530200 ## - old[[2]][41, ] 341.000000 ## + new[[2]][41, ] 2.532754 ## - old[[2]][42, ] 226.000000 ## + new[[2]][42, ] 2.354108 ## - old[[2]][43, ] 320.000000 ## + new[[2]][43, ] 2.505150 ## - old[[2]][44, ] 295.000000 ## + new[[2]][44, ] 2.469822 ## - old[[2]][45, ] 334.000000 ## + new[[2]][45, ] 2.523746 ## - old[[2]][46, ] 322.000000 ## + new[[2]][46, ] 2.507856 ## - old[[2]][47, ] 297.000000 ## + new[[2]][47, ] 2.472756 ## - old[[2]][48, ] 318.000000 ## + new[[2]][48, ] 2.502427 ## - old[[2]][49, ] 325.000000 ## + new[[2]][49, ] 2.511883 ## - old[[2]][50, ] 257.000000 ## + new[[2]][50, ] 2.409933 ## - old[[2]][51, ] 303.000000 ## + new[[2]][51, ] 2.481443 ## - old[[2]][52, ] 315.000000 ## + new[[2]][52, ] 2.498311 ## - old[[2]][53, ] 380.000000 ## + new[[2]][53, ] 2.579784 ## - old[[2]][54, ] 153.000000 ## + new[[2]][54, ] 2.184691 ## - old[[2]][55, ] 263.000000 ## + new[[2]][55, ] 2.419956 ## - old[[2]][56, ] 242.000000 ## + new[[2]][56, ] 2.383815 ## - old[[2]][57, ] 206.000000 ## + new[[2]][57, ] 2.313867 ## - old[[2]][58, ] 344.000000 ## + new[[2]][58, ] 2.536558 ## - old[[2]][59, ] 258.000000 ## + new[[2]][59, ] 2.411620 ## - old[[2]][60, ] 368.000000 ## + new[[2]][60, ] 2.565848 ## - old[[2]][61, ] 390.000000 ## + new[[2]][61, ] 2.591065 ## - old[[2]][62, ] 379.000000 ## + new[[2]][62, ] 2.578639 ## - old[[2]][63, ] 260.000000 ## + new[[2]][63, ] 2.414973 ## - old[[2]][64, ] 404.000000 ## + new[[2]][64, ] 2.606381 ## - old[[2]][65, ] 318.000000 ## + new[[2]][65, ] 2.502427 ## - old[[2]][66, ] 352.000000 ## + new[[2]][66, ] 2.546543 ## - old[[2]][67, ] 359.000000 ## + new[[2]][67, ] 2.555094 ## - old[[2]][68, ] 216.000000 ## + new[[2]][68, ] 2.334454 ## - old[[2]][69, ] 222.000000 ## + new[[2]][69, ] 2.346353 ## - old[[2]][70, ] 283.000000 ## + new[[2]][70, ] 2.451786 ## - old[[2]][71, ] 332.000000 ## + new[[2]][71, ] 2.521138 ## ## `old[[2]]$x`: 179 160 136 227 217 168 108 124 143 140 and 61 more... ## `new[[2]]$x`: 2 2 2 2 2 2 2 2 2 2 ... ``` ] </details> .scroll-sign.f5[ .overflow-scroll.h5[ ``` ## [[1]] ## # A tibble: 71 × 5 ## x colour y PANEL group ## <dbl> <fct> <fct> <fct> <int> ## 1 2.25 horsebean horsebean 1 2 ## 2 2.20 horsebean horsebean 1 2 ## 3 2.13 horsebean horsebean 1 2 ## 4 2.36 horsebean horsebean 1 2 ## 5 2.34 horsebean horsebean 1 2 ## 6 2.23 horsebean horsebean 1 2 ## 7 2.03 horsebean horsebean 1 2 ## 8 2.09 horsebean horsebean 1 2 ## 9 2.16 horsebean horsebean 1 2 ## 10 2.15 horsebean horsebean 1 2 ## # … with 61 more rows ## ## [[2]] ## # A tibble: 71 × 4 ## x y PANEL group ## <dbl> <fct> <fct> <int> ## 1 2.25 horsebean 1 2 ## 2 2.20 horsebean 1 2 ## 3 2.13 horsebean 1 2 ## 4 2.36 horsebean 1 2 ## 5 2.34 horsebean 1 2 ## 6 2.23 horsebean 1 2 ## 7 2.03 horsebean 1 2 ## 8 2.09 horsebean 1 2 ## 9 2.16 horsebean 1 2 ## 10 2.15 horsebean 1 2 ## # … with 61 more rows ``` ]] ] ] --- # Data transformation .circle.monash-bg-white.monash-blue[5] _Map the position aesthetics_ .flex[ .w-60.center[ <img src="images/output/data-transform-02.png" width = "80%"> ] .w-40[ * Map the position aesthetics using position scales * These are often the `x` and `y` variables <details class="f6"> <summary>Click to see difference to the previous data</summary> .overflow-scroll.h5[ ``` ## `class(old[[1]]$y)`: "factor" ## `class(new[[1]]$y)`: "mapped_discrete" "numeric" ## ## `levels(old[[1]]$y)` is a character vector ('casein', 'horsebean', 'linseed', 'meatmeal', 'soybean', ...) ## `levels(new[[1]]$y)` is absent ## ## `class(old[[2]]$y)`: "factor" ## `class(new[[2]]$y)`: "mapped_discrete" "numeric" ## ## `levels(old[[2]]$y)` is a character vector ('casein', 'horsebean', 'linseed', 'meatmeal', 'soybean', ...) ## `levels(new[[2]]$y)` is absent ``` ] </details> .scroll-sign.f5[ .overflow-scroll.h5[ ``` ## [[1]] ## # A tibble: 71 × 5 ## x colour y PANEL group ## <dbl> <fct> <mppd_dsc> <fct> <int> ## 1 2.25 horsebean 2 1 2 ## 2 2.20 horsebean 2 1 2 ## 3 2.13 horsebean 2 1 2 ## 4 2.36 horsebean 2 1 2 ## 5 2.34 horsebean 2 1 2 ## 6 2.23 horsebean 2 1 2 ## 7 2.03 horsebean 2 1 2 ## 8 2.09 horsebean 2 1 2 ## 9 2.16 horsebean 2 1 2 ## 10 2.15 horsebean 2 1 2 ## # … with 61 more rows ## ## [[2]] ## # A tibble: 71 × 4 ## x y PANEL group ## <dbl> <mppd_dsc> <fct> <int> ## 1 2.25 2 1 2 ## 2 2.20 2 1 2 ## 3 2.13 2 1 2 ## 4 2.36 2 1 2 ## 5 2.34 2 1 2 ## 6 2.23 2 1 2 ## 7 2.03 2 1 2 ## 8 2.09 2 1 2 ## 9 2.16 2 1 2 ## 10 2.15 2 1 2 ## # … with 61 more rows ``` ]] ] ] --- # Data transformation .circle.monash-bg-white.monash-blue[6] *Compute and map statistics* .flex[ .w-60.center[ <img src="images/output/data-transform-03.png" width = "80%"> ] .w-40[ * Compute and map statistics * Here for the: * violin plot: the density among other statistics are calculated, * boxplot: the five number summary among other statistics are calculated. <details class="f6"> <summary>Click to see difference to the previous data</summary> .overflow-scroll.h5[ ``` ## `old[[1]]` is length 5 ## `new[[1]]` is length 12 ## ## names(old[[1]]) | names(new[[1]]) ## [1] "x" - "y" [1] ## [2] "colour" - "density" [2] ## [3] "y" - "scaled" [3] ## [4] "PANEL" - "ndensity" [4] ## [5] "group" - "count" [5] ## - "n" [6] ## - "x" [7] ## - "colour" [8] ## - "PANEL" [9] ## - "group" [10] ## ... ... ... and 2 more ... ## ## attr(old[[1]], 'row.names') | attr(new[[1]], 'row.names') ## [69] 69 | 69 [69] ## [70] 70 | 70 [70] ## [71] 71 | 71 [71] ## - 72 [72] ## - 73 [73] ## - 74 [74] ## - 75 [75] ## - 76 [76] ## - 77 [77] ## - 78 [78] ## ... ... ... and 2994 more ... ## ## old[[1]]$x | new[[1]]$x ## [1] 2.25285303097989 - 2.33445375115093 [1] ## [2] 2.20411998265592 - 2.33498589912345 [2] ## [3] 2.13353890837022 - 2.33551804709598 [3] ## [4] 2.35602585719312 - 2.3360501950685 [4] ## [5] 2.33645973384853 - 2.33658234304103 [5] ## [6] 2.22530928172586 - 2.33711449101355 [6] ## [7] 2.03342375548695 - 2.33764663898607 [7] ## [8] 2.09342168516224 - 2.3381787869586 [8] ## [9] 2.15533603746506 - 2.33871093493112 [9] ## [10] 2.14612803567824 - 2.33924308290365 [10] ## ... ... ... and 3062 more ... ## ## old[[1]]$colour | new[[1]]$colour ## - casein [1] ## - casein [2] ## - casein [3] ## - casein [4] ## - casein [5] ## - casein [6] ## - casein [7] ## - casein [8] ## - casein [9] ## - casein [10] ## ... ... ... and 849 more ... ## ## old[[1]]$colour | new[[1]]$colour ## [8] horsebean | horsebean [864] ## [9] horsebean | horsebean [865] ## [10] horsebean | horsebean [866] ## - horsebean [867] ## - horsebean [868] ## - horsebean [869] ## - horsebean [870] ## - horsebean [871] ## - horsebean [872] ## - horsebean [873] ## ... ... ... and 377 more ... ## ## old[[1]]$colour | new[[1]]$colour ## [20] linseed | linseed [1257] ## [21] linseed | linseed [1258] ## [22] linseed | linseed [1259] ## - linseed [1260] ## - linseed [1261] ## - linseed [1262] ## - linseed [1263] ## - linseed [1264] ## - linseed [1265] ## - linseed [1266] ## ... ... ... and 806 more ... ## ## old[[1]]$colour | new[[1]]$colour ## [34] soybean | soybean [2081] ## [35] soybean | soybean [2082] ## [36] soybean | soybean [2083] ## - soybean [2084] ## - soybean [2085] ## - soybean [2086] ## - soybean [2087] ## - soybean [2088] ## - soybean [2089] ## - soybean [2090] ## ... ... ... and 473 more ... ## ## old[[1]]$colour | new[[1]]$colour ## [46] sunflower | sunflower [2570] ## [47] sunflower | sunflower [2571] ## [48] sunflower | sunflower [2572] ## [49] meatmeal - sunflower [2573] ## [50] meatmeal - sunflower [2574] ## [51] meatmeal - sunflower [2575] ## [52] meatmeal - sunflower [2576] ## [53] meatmeal - sunflower [2577] ## [54] meatmeal - sunflower [2578] ## [55] meatmeal - sunflower [2579] ## ... ... ... and 493 more ... ## ## `old[[1]]$y` is an S3 object of class <mapped_discrete/numeric>, an integer vector ## `new[[1]]$y` is a double vector (1, 1, 1, 1, 1, ...) ## ## And 33 more differences ... ``` ] </details> .scroll-sign.f5[ .overflow-scroll.h5[ ``` ## [[1]] ## # A tibble: 3,072 × 12 ## y density scaled ndensity count n x colour PANEL group ## <dbl> <dbl> <dbl> <dbl> <dbl> <int> <dbl> <fct> <fct> <int> ## 1 1 1.52 0.345 0.345 18.3 12 2.33 casein 1 1 ## 2 1 1.53 0.346 0.346 18.3 12 2.33 casein 1 1 ## 3 1 1.53 0.347 0.347 18.4 12 2.34 casein 1 1 ## 4 1 1.54 0.348 0.348 18.5 12 2.34 casein 1 1 ## 5 1 1.54 0.350 0.350 18.5 12 2.34 casein 1 1 ## 6 1 1.55 0.351 0.351 18.6 12 2.34 casein 1 1 ## 7 1 1.55 0.352 0.352 18.7 12 2.34 casein 1 1 ## 8 1 1.56 0.353 0.353 18.7 12 2.34 casein 1 1 ## 9 1 1.57 0.355 0.355 18.8 12 2.34 casein 1 1 ## 10 1 1.57 0.356 0.356 18.8 12 2.34 casein 1 1 ## # … with 3,062 more rows, and 2 more variables: violinwidth <dbl>, ## # flipped_aes <lgl> ## ## [[2]] ## # A tibble: 6 × 14 ## xmin xlower xmiddle xupper xmax outliers notchupper notchlower y width ## <dbl> <dbl> <dbl> <dbl> <dbl> <list> <dbl> <dbl> <dbl> <dbl> ## 1 2.33 2.44 2.53 2.57 2.61 <dbl [0]> 2.59 2.48 1 0.1 ## 2 2.03 2.14 2.18 2.25 2.36 <dbl [0]> 2.23 2.13 2 0.1 ## 3 2.15 2.25 2.34 2.41 2.49 <dbl [0]> 2.42 2.27 3 0.1 ## 4 2.31 2.40 2.42 2.51 2.58 <dbl [1]> 2.47 2.37 4 0.1 ## 5 2.20 2.31 2.39 2.43 2.52 <dbl [0]> 2.44 2.35 5 0.1 ## 6 2.47 2.50 2.52 2.53 2.53 <dbl [3]> 2.53 2.50 6 0.1 ## # … with 4 more variables: relvarwidth <dbl>, flipped_aes <lgl>, PANEL <fct>, ## # group <int> ``` ]] ] ] --- # Data transformation .circle.monash-bg-white.monash-blue[7] _Reparametrise variables based on geom_ .flex[ .w-60.center[ <img src="images/output/data-transform-04.png" width = "80%"> ] .w-40[ * Reparametrise variables based on the `geom` * This may include calculating `width`, `ymin`, `ymax` and so on <details class="f6"> <summary>Click to see difference to the previous data</summary> .overflow-scroll.h5[ ``` ## `old[[1]]` is length 12 ## `new[[1]]` is length 15 ## ## names(old[[1]]) | names(new[[1]]) ## [10] "group" | "group" [10] ## [11] "violinwidth" | "violinwidth" [11] ## [12] "flipped_aes" | "flipped_aes" [12] ## - "width" [13] ## - "ymin" [14] ## - "ymax" [15] ## ## `old[[1]]$width` is absent ## `new[[1]]$width` is a double vector (0.9, 0.9, 0.9, 0.9, 0.9, ...) ## ## `old[[1]]$ymin` is absent ## `new[[1]]$ymin` is a double vector (0.55, 0.55, 0.55, 0.55, 0.55, ...) ## ## `old[[1]]$ymax` is absent ## `new[[1]]$ymax` is a double vector (1.45, 1.45, 1.45, 1.45, 1.45, ...) ## ## `old[[2]]` is length 14 ## `new[[2]]` is length 16 ## ## names(old[[2]]) | names(new[[2]]) ## [7] "notchupper" | "notchupper" [7] ## [8] "notchlower" | "notchlower" [8] ## [9] "y" | "y" [9] ## [10] "width" - "flipped_aes" [10] ## [11] "relvarwidth" - "PANEL" [11] ## [12] "flipped_aes" - "group" [12] ## [13] "PANEL" - "xmin_final" [13] ## [14] "group" - "xmax_final" [14] ## - "ymin" [15] ## - "ymax" [16] ## ## `old[[2]]$width` is a double vector (0.1, 0.1, 0.1, 0.1, 0.1, ...) ## `new[[2]]$width` is absent ## ## `old[[2]]$relvarwidth` is a double vector (3.46410161513775, 3.16227766016838, 3.46410161513775, 3.3166247903554, 3.74165738677394, ...) ## `new[[2]]$relvarwidth` is absent ## ## `old[[2]]$xmin_final` is absent ## `new[[2]]$xmin_final` is a double vector (2.33445375115093, 2.03342375548695, 2.14921911265538, 2.1846914308176, 2.19865708695442, ...) ## ## And 3 more differences ... ``` ] </details> .scroll-sign.f5[ .overflow-scroll.h5[ ``` ## [[1]] ## # A tibble: 3,072 × 15 ## y density scaled ndensity count n x colour PANEL group ## <dbl> <dbl> <dbl> <dbl> <dbl> <int> <dbl> <fct> <fct> <int> ## 1 1 1.52 0.345 0.345 18.3 12 2.33 casein 1 1 ## 2 1 1.53 0.346 0.346 18.3 12 2.33 casein 1 1 ## 3 1 1.53 0.347 0.347 18.4 12 2.34 casein 1 1 ## 4 1 1.54 0.348 0.348 18.5 12 2.34 casein 1 1 ## 5 1 1.54 0.350 0.350 18.5 12 2.34 casein 1 1 ## 6 1 1.55 0.351 0.351 18.6 12 2.34 casein 1 1 ## 7 1 1.55 0.352 0.352 18.7 12 2.34 casein 1 1 ## 8 1 1.56 0.353 0.353 18.7 12 2.34 casein 1 1 ## 9 1 1.57 0.355 0.355 18.8 12 2.34 casein 1 1 ## 10 1 1.57 0.356 0.356 18.8 12 2.34 casein 1 1 ## # … with 3,062 more rows, and 5 more variables: violinwidth <dbl>, ## # flipped_aes <lgl>, width <dbl>, ymin <dbl>, ymax <dbl> ## ## [[2]] ## # A tibble: 6 × 16 ## xmin xlower xmiddle xupper xmax outliers notchupper notchlower y ## <dbl> <dbl> <dbl> <dbl> <dbl> <list> <dbl> <dbl> <dbl> ## 1 2.33 2.44 2.53 2.57 2.61 <dbl [0]> 2.59 2.48 1 ## 2 2.03 2.14 2.18 2.25 2.36 <dbl [0]> 2.23 2.13 2 ## 3 2.15 2.25 2.34 2.41 2.49 <dbl [0]> 2.42 2.27 3 ## 4 2.31 2.40 2.42 2.51 2.58 <dbl [1]> 2.47 2.37 4 ## 5 2.20 2.31 2.39 2.43 2.52 <dbl [0]> 2.44 2.35 5 ## 6 2.47 2.50 2.52 2.53 2.53 <dbl [3]> 2.53 2.50 6 ## # … with 7 more variables: flipped_aes <lgl>, PANEL <fct>, group <int>, ## # xmin_final <dbl>, xmax_final <dbl>, ymin <dbl>, ymax <dbl> ``` ]] ] ] --- # Data transformation .circle.monash-bg-white.monash-blue[8] *Compute position adjutmnets* .flex[ .w-60.center[ <img src="images/output/data-transform-05.png" width = "80%"> ] .w-40[ * Compute position adjustments <details class="f6"> <summary>Click to see difference to the previous data</summary> .overflow-scroll.h5[ ``` ## `old[[1]]` is length 15 ## `new[[1]]` is length 16 ## ## `names(old[[1]])[13:15]`: "width" "ymin" "ymax" ## `names(new[[1]])[13:16]`: "width" "ymin" "ymax" "xmax" ## ## `old[[1]]$xmax` is absent ## `new[[1]]$xmax` is a double vector (2.33445375115093, 2.33498589912345, 2.33551804709598, 2.3360501950685, 2.33658234304103, ...) ## ## `old[[2]]` is length 16 ## `new[[2]]` is length 19 ## ## `names(old[[2]])[14:16]`: "xmax_final" "ymin" "ymax" ## `names(new[[2]])[14:19]`: "xmax_final" "ymin" "ymax" "xid" "newx" "new_width" ## ## old[[2]]$ymin | new[[2]]$ymin ## [1] 0.9500000000000000 | 0.9500000000000000 [1] ## [2] 1.9500000000000000 - 1.9500000000000002 [2] ## [3] 2.9500000000000002 | 2.9500000000000002 [3] ## [4] 3.9500000000000002 | 3.9500000000000002 [4] ## [5] 4.9500000000000002 | 4.9500000000000002 [5] ## ## `old[[2]]$xid` is absent ## `new[[2]]$xid` is a double vector (1, 2, 3, 4, 5, ...) ## ## `old[[2]]$newx` is absent ## `new[[2]]$newx` is a double vector (1, 2, 3, 4, 5, ...) ## ## `old[[2]]$new_width` is absent ## `new[[2]]$new_width` is a double vector (0.1, 0.0999999999999999, 0.0999999999999996, 0.0999999999999996, 0.0999999999999996, ...) ``` ] </details> .scroll-sign.f5[ .overflow-scroll.h5[ ``` ## [[1]] ## # A tibble: 3,072 × 16 ## y density scaled ndensity count n x colour PANEL group ## <dbl> <dbl> <dbl> <dbl> <dbl> <int> <dbl> <fct> <fct> <int> ## 1 1 1.52 0.345 0.345 18.3 12 2.33 casein 1 1 ## 2 1 1.53 0.346 0.346 18.3 12 2.33 casein 1 1 ## 3 1 1.53 0.347 0.347 18.4 12 2.34 casein 1 1 ## 4 1 1.54 0.348 0.348 18.5 12 2.34 casein 1 1 ## 5 1 1.54 0.350 0.350 18.5 12 2.34 casein 1 1 ## 6 1 1.55 0.351 0.351 18.6 12 2.34 casein 1 1 ## 7 1 1.55 0.352 0.352 18.7 12 2.34 casein 1 1 ## 8 1 1.56 0.353 0.353 18.7 12 2.34 casein 1 1 ## 9 1 1.57 0.355 0.355 18.8 12 2.34 casein 1 1 ## 10 1 1.57 0.356 0.356 18.8 12 2.34 casein 1 1 ## # … with 3,062 more rows, and 6 more variables: violinwidth <dbl>, ## # flipped_aes <lgl>, width <dbl>, ymin <dbl>, ymax <dbl>, xmax <dbl> ## ## [[2]] ## # A tibble: 6 × 19 ## xmin xlower xmiddle xupper xmax outliers notchupper notchlower y ## <dbl> <dbl> <dbl> <dbl> <dbl> <list> <dbl> <dbl> <dbl> ## 1 2.33 2.44 2.53 2.57 2.61 <dbl [0]> 2.59 2.48 1 ## 2 2.03 2.14 2.18 2.25 2.36 <dbl [0]> 2.23 2.13 2 ## 3 2.15 2.25 2.34 2.41 2.49 <dbl [0]> 2.42 2.27 3 ## 4 2.31 2.40 2.42 2.51 2.58 <dbl [1]> 2.47 2.37 4 ## 5 2.20 2.31 2.39 2.43 2.52 <dbl [0]> 2.44 2.35 5 ## 6 2.47 2.50 2.52 2.53 2.53 <dbl [3]> 2.53 2.50 6 ## # … with 10 more variables: flipped_aes <lgl>, PANEL <fct>, group <int>, ## # xmin_final <dbl>, xmax_final <dbl>, ymin <dbl>, ymax <dbl>, xid <dbl>, ## # newx <dbl>, new_width <dbl> ``` ]] ] ] --- # Data transformation .circle.monash-bg-white.monash-blue[9] _Retrain position scales_ .flex[ .w-60.center[ <img src="images/output/data-transform-06.png" width = "80%"> ] .w-40[ * Reset position scales * Re-train and map position once again. <details class="f6"> <summary>Click to see difference to the previous data</summary> .overflow-scroll.h5[ ``` ## `old[[1]]$y` is a double vector (1, 1, 1, 1, 1, ...) ## `new[[1]]$y` is an S3 object of class <mapped_discrete/numeric>, a double vector ## ## `old[[1]]$ymin` is a double vector (0.55, 0.55, 0.55, 0.55, 0.55, ...) ## `new[[1]]$ymin` is an S3 object of class <mapped_discrete/numeric>, a double vector ## ## `old[[1]]$ymax` is a double vector (1.45, 1.45, 1.45, 1.45, 1.45, ...) ## `new[[1]]$ymax` is an S3 object of class <mapped_discrete/numeric>, a double vector ## ## `old[[2]]$y` is a double vector (1, 2, 3, 4, 5, ...) ## `new[[2]]$y` is an S3 object of class <mapped_discrete/numeric>, a double vector ## ## `old[[2]]$ymin` is a double vector (0.95, 1.95, 2.95, 3.95, 4.95, ...) ## `new[[2]]$ymin` is an S3 object of class <mapped_discrete/numeric>, a double vector ## ## `old[[2]]$ymax` is a double vector (1.05, 2.05, 3.05, 4.05, 5.05, ...) ## `new[[2]]$ymax` is an S3 object of class <mapped_discrete/numeric>, a double vector ``` ] </details> .scroll-sign.f5[ .overflow-scroll.h5[ ``` ## [[1]] ## # A tibble: 3,072 × 16 ## y density scaled ndensity count n x colour PANEL group ## <mppd_dsc> <dbl> <dbl> <dbl> <dbl> <int> <dbl> <fct> <fct> <int> ## 1 1 1.52 0.345 0.345 18.3 12 2.33 casein 1 1 ## 2 1 1.53 0.346 0.346 18.3 12 2.33 casein 1 1 ## 3 1 1.53 0.347 0.347 18.4 12 2.34 casein 1 1 ## 4 1 1.54 0.348 0.348 18.5 12 2.34 casein 1 1 ## 5 1 1.54 0.350 0.350 18.5 12 2.34 casein 1 1 ## 6 1 1.55 0.351 0.351 18.6 12 2.34 casein 1 1 ## 7 1 1.55 0.352 0.352 18.7 12 2.34 casein 1 1 ## 8 1 1.56 0.353 0.353 18.7 12 2.34 casein 1 1 ## 9 1 1.57 0.355 0.355 18.8 12 2.34 casein 1 1 ## 10 1 1.57 0.356 0.356 18.8 12 2.34 casein 1 1 ## # … with 3,062 more rows, and 6 more variables: violinwidth <dbl>, ## # flipped_aes <lgl>, width <dbl>, ymin <mppd_dsc>, ymax <mppd_dsc>, ## # xmax <dbl> ## ## [[2]] ## # A tibble: 6 × 19 ## xmin xlower xmiddle xupper xmax outliers notchupper notchlower y ## <dbl> <dbl> <dbl> <dbl> <dbl> <list> <dbl> <dbl> <mppd_dsc> ## 1 2.33 2.44 2.53 2.57 2.61 <dbl [0]> 2.59 2.48 1 ## 2 2.03 2.14 2.18 2.25 2.36 <dbl [0]> 2.23 2.13 2 ## 3 2.15 2.25 2.34 2.41 2.49 <dbl [0]> 2.42 2.27 3 ## 4 2.31 2.40 2.42 2.51 2.58 <dbl [1]> 2.47 2.37 4 ## 5 2.20 2.31 2.39 2.43 2.52 <dbl [0]> 2.44 2.35 5 ## 6 2.47 2.50 2.52 2.53 2.53 <dbl [3]> 2.53 2.50 6 ## # … with 10 more variables: flipped_aes <lgl>, PANEL <fct>, group <int>, ## # xmin_final <dbl>, xmax_final <dbl>, ymin <mppd_dsc>, ymax <mppd_dsc>, ## # xid <dbl>, newx <dbl>, new_width <dbl> ``` ]] ]] --- # Data transformation .circle.monash-bg-white.monash-blue[9] _Retrain data based on geom defaults_ .flex[ .w-60.center[ <img src="images/output/data-transform-07.png" width = "80%"> ] .w-40[ * Re-compute data based on geom defaults <details class="f6"> <summary>Click to see difference to the previous data</summary> .overflow-scroll.h5[ ``` ## `old[[1]]` is length 16 ## `new[[1]]` is length 21 ## ## names(old[[1]]) | names(new[[1]]) ## [4] "ndensity" - "colour" [1] ## [5] "count" - "y" [2] ## [6] "n" - "density" [3] ## [7] "x" - "scaled" [4] ## [8] "colour" - "ndensity" [5] ## - "count" [6] ## - "n" [7] ## - "x" [8] ## - "PANEL" [9] ## - "group" [10] ## ... ... ... and 11 more ... ## ## `old[[1]]$colour` is an S3 object of class <factor>, an integer vector ## `new[[1]]$colour` is a character vector ('#F8766D', '#F8766D', '#F8766D', '#F8766D', '#F8766D', ...) ## ## `old[[1]]$weight` is absent ## `new[[1]]$weight` is a double vector (1, 1, 1, 1, 1, ...) ## ## `old[[1]]$fill` is absent ## `new[[1]]$fill` is a character vector ('white', 'white', 'white', 'white', 'white', ...) ## ## `old[[1]]$size` is absent ## `new[[1]]$size` is a double vector (0.5, 0.5, 0.5, 0.5, 0.5, ...) ## ## `old[[1]]$alpha` is absent ## `new[[1]]$alpha` is a logical vector (NA, NA, NA, NA, NA, ...) ## ## `old[[1]]$linetype` is absent ## `new[[1]]$linetype` is a character vector ('solid', 'solid', 'solid', 'solid', 'solid', ...) ## ## `old[[2]]` is length 19 ## `new[[2]]` is length 26 ## ## names(old[[2]]) | names(new[[2]]) ## [17] "xid" | "xid" [17] ## [18] "newx" | "newx" [18] ## [19] "new_width" | "new_width" [19] ## - "weight" [20] ## - "colour" [21] ## - "fill" [22] ## - "size" [23] ## - "alpha" [24] ## - "shape" [25] ## - "linetype" [26] ## ## And 7 more differences ... ``` ] </details> .scroll-sign.f5[ .overflow-scroll.h5[ ``` ## [[1]] ## # A tibble: 3,072 × 21 ## colour y density scaled ndensity count n x PANEL group ## <chr> <mppd_dsc> <dbl> <dbl> <dbl> <dbl> <int> <dbl> <fct> <int> ## 1 #F8766D 1 1.52 0.345 0.345 18.3 12 2.33 1 1 ## 2 #F8766D 1 1.53 0.346 0.346 18.3 12 2.33 1 1 ## 3 #F8766D 1 1.53 0.347 0.347 18.4 12 2.34 1 1 ## 4 #F8766D 1 1.54 0.348 0.348 18.5 12 2.34 1 1 ## 5 #F8766D 1 1.54 0.350 0.350 18.5 12 2.34 1 1 ## 6 #F8766D 1 1.55 0.351 0.351 18.6 12 2.34 1 1 ## 7 #F8766D 1 1.55 0.352 0.352 18.7 12 2.34 1 1 ## 8 #F8766D 1 1.56 0.353 0.353 18.7 12 2.34 1 1 ## 9 #F8766D 1 1.57 0.355 0.355 18.8 12 2.34 1 1 ## 10 #F8766D 1 1.57 0.356 0.356 18.8 12 2.34 1 1 ## # … with 3,062 more rows, and 11 more variables: violinwidth <dbl>, ## # flipped_aes <lgl>, width <dbl>, ymin <mppd_dsc>, ymax <mppd_dsc>, ## # xmax <dbl>, weight <dbl>, fill <chr>, size <dbl>, alpha <lgl>, ## # linetype <chr> ## ## [[2]] ## # A tibble: 6 × 26 ## xmin xlower xmiddle xupper xmax outliers notchupper notchlower y ## <dbl> <dbl> <dbl> <dbl> <dbl> <list> <dbl> <dbl> <mppd_dsc> ## 1 2.33 2.44 2.53 2.57 2.61 <dbl [0]> 2.59 2.48 1 ## 2 2.03 2.14 2.18 2.25 2.36 <dbl [0]> 2.23 2.13 2 ## 3 2.15 2.25 2.34 2.41 2.49 <dbl [0]> 2.42 2.27 3 ## 4 2.31 2.40 2.42 2.51 2.58 <dbl [1]> 2.47 2.37 4 ## 5 2.20 2.31 2.39 2.43 2.52 <dbl [0]> 2.44 2.35 5 ## 6 2.47 2.50 2.52 2.53 2.53 <dbl [3]> 2.53 2.50 6 ## # … with 17 more variables: flipped_aes <lgl>, PANEL <fct>, group <int>, ## # xmin_final <dbl>, xmax_final <dbl>, ymin <mppd_dsc>, ymax <mppd_dsc>, ## # xid <dbl>, newx <dbl>, new_width <dbl>, weight <dbl>, colour <chr>, ## # fill <chr>, size <dbl>, alpha <lgl>, shape <dbl>, linetype <chr> ``` ]] ]] --- # Data transformation .circle.monash-bg-white.monash-blue[10] _One more visit to stat_ .flex[ .w-60.center[ <img src="images/output/data-transform-08.png" width = "80%"> ] .w-40[ * Retrain data one more time with stat <details class="f6"> <summary>Click to see difference to the previous data</summary> .overflow-scroll.h5[ ``` ## ✓ No differences ``` ] </details> .scroll-sign.f5[ .overflow-scroll.h5[ ``` ## [[1]] ## # A tibble: 3,072 × 21 ## colour y density scaled ndensity count n x PANEL group ## <chr> <mppd_dsc> <dbl> <dbl> <dbl> <dbl> <int> <dbl> <fct> <int> ## 1 #F8766D 1 1.52 0.345 0.345 18.3 12 2.33 1 1 ## 2 #F8766D 1 1.53 0.346 0.346 18.3 12 2.33 1 1 ## 3 #F8766D 1 1.53 0.347 0.347 18.4 12 2.34 1 1 ## 4 #F8766D 1 1.54 0.348 0.348 18.5 12 2.34 1 1 ## 5 #F8766D 1 1.54 0.350 0.350 18.5 12 2.34 1 1 ## 6 #F8766D 1 1.55 0.351 0.351 18.6 12 2.34 1 1 ## 7 #F8766D 1 1.55 0.352 0.352 18.7 12 2.34 1 1 ## 8 #F8766D 1 1.56 0.353 0.353 18.7 12 2.34 1 1 ## 9 #F8766D 1 1.57 0.355 0.355 18.8 12 2.34 1 1 ## 10 #F8766D 1 1.57 0.356 0.356 18.8 12 2.34 1 1 ## # … with 3,062 more rows, and 11 more variables: violinwidth <dbl>, ## # flipped_aes <lgl>, width <dbl>, ymin <mppd_dsc>, ymax <mppd_dsc>, ## # xmax <dbl>, weight <dbl>, fill <chr>, size <dbl>, alpha <lgl>, ## # linetype <chr> ## ## [[2]] ## # A tibble: 6 × 26 ## xmin xlower xmiddle xupper xmax outliers notchupper notchlower y ## <dbl> <dbl> <dbl> <dbl> <dbl> <list> <dbl> <dbl> <mppd_dsc> ## 1 2.33 2.44 2.53 2.57 2.61 <dbl [0]> 2.59 2.48 1 ## 2 2.03 2.14 2.18 2.25 2.36 <dbl [0]> 2.23 2.13 2 ## 3 2.15 2.25 2.34 2.41 2.49 <dbl [0]> 2.42 2.27 3 ## 4 2.31 2.40 2.42 2.51 2.58 <dbl [1]> 2.47 2.37 4 ## 5 2.20 2.31 2.39 2.43 2.52 <dbl [0]> 2.44 2.35 5 ## 6 2.47 2.50 2.52 2.53 2.53 <dbl [3]> 2.53 2.50 6 ## # … with 17 more variables: flipped_aes <lgl>, PANEL <fct>, group <int>, ## # xmin_final <dbl>, xmax_final <dbl>, ymin <mppd_dsc>, ymax <mppd_dsc>, ## # xid <dbl>, newx <dbl>, new_width <dbl>, weight <dbl>, colour <chr>, ## # fill <chr>, size <dbl>, alpha <lgl>, shape <dbl>, linetype <chr> ``` ]] ]] --- # Data transformation .circle.monash-bg-white.monash-blue[11] _Finale_ .flex[ .w-60.center[ <img src="images/output/data-transform-09.png" width = "80%"> ] .w-40[ * Let Layout modify data before rendering <details class="f6"> <summary>Click to see difference to the previous data</summary> .overflow-scroll.h5[ ``` ## ✓ No differences ``` ] </details> .scroll-sign.f5[ .overflow-scroll.h5[ ``` ## [[1]] ## # A tibble: 3,072 × 21 ## colour y density scaled ndensity count n x PANEL group ## <chr> <mppd_dsc> <dbl> <dbl> <dbl> <dbl> <int> <dbl> <fct> <int> ## 1 #F8766D 1 1.52 0.345 0.345 18.3 12 2.33 1 1 ## 2 #F8766D 1 1.53 0.346 0.346 18.3 12 2.33 1 1 ## 3 #F8766D 1 1.53 0.347 0.347 18.4 12 2.34 1 1 ## 4 #F8766D 1 1.54 0.348 0.348 18.5 12 2.34 1 1 ## 5 #F8766D 1 1.54 0.350 0.350 18.5 12 2.34 1 1 ## 6 #F8766D 1 1.55 0.351 0.351 18.6 12 2.34 1 1 ## 7 #F8766D 1 1.55 0.352 0.352 18.7 12 2.34 1 1 ## 8 #F8766D 1 1.56 0.353 0.353 18.7 12 2.34 1 1 ## 9 #F8766D 1 1.57 0.355 0.355 18.8 12 2.34 1 1 ## 10 #F8766D 1 1.57 0.356 0.356 18.8 12 2.34 1 1 ## # … with 3,062 more rows, and 11 more variables: violinwidth <dbl>, ## # flipped_aes <lgl>, width <dbl>, ymin <mppd_dsc>, ymax <mppd_dsc>, ## # xmax <dbl>, weight <dbl>, fill <chr>, size <dbl>, alpha <lgl>, ## # linetype <chr> ## ## [[2]] ## # A tibble: 6 × 26 ## xmin xlower xmiddle xupper xmax outliers notchupper notchlower y ## <dbl> <dbl> <dbl> <dbl> <dbl> <list> <dbl> <dbl> <mppd_dsc> ## 1 2.33 2.44 2.53 2.57 2.61 <dbl [0]> 2.59 2.48 1 ## 2 2.03 2.14 2.18 2.25 2.36 <dbl [0]> 2.23 2.13 2 ## 3 2.15 2.25 2.34 2.41 2.49 <dbl [0]> 2.42 2.27 3 ## 4 2.31 2.40 2.42 2.51 2.58 <dbl [1]> 2.47 2.37 4 ## 5 2.20 2.31 2.39 2.43 2.52 <dbl [0]> 2.44 2.35 5 ## 6 2.47 2.50 2.52 2.53 2.53 <dbl [3]> 2.53 2.50 6 ## # … with 17 more variables: flipped_aes <lgl>, PANEL <fct>, group <int>, ## # xmin_final <dbl>, xmax_final <dbl>, ymin <mppd_dsc>, ymax <mppd_dsc>, ## # xid <dbl>, newx <dbl>, new_width <dbl>, weight <dbl>, colour <chr>, ## # fill <chr>, size <dbl>, alpha <lgl>, shape <dbl>, linetype <chr> ``` ]] ]] --- layout: false # Output from `ggplot2` build step ```r ggplot_build(g) ``` .scroll-sign.h5.f5[ .overflow-scroll.h-100[ ``` ## $data ## $data[[1]] ## colour y density scaled ndensity count n x ## 1 #F8766D 1 1.521016562 0.3445258223 0.3445258223 18.25219874 12 2.334454 ## 2 #F8766D 1 1.526908684 0.3458604483 0.3458604483 18.32290421 12 2.334986 ## 3 #F8766D 1 1.532605352 0.3471508019 0.3471508019 18.39126423 12 2.335518 ## 4 #F8766D 1 1.538302020 0.3484411555 0.3484411555 18.45962424 12 2.336050 ## 5 #F8766D 1 1.543900913 0.3497093619 0.3497093619 18.52681095 12 2.336582 ## 6 #F8766D 1 1.549400375 0.3509550465 0.3509550465 18.59280450 12 2.337114 ## 7 #F8766D 1 1.554899838 0.3522007311 0.3522007311 18.65879806 12 2.337647 ## 8 #F8766D 1 1.560203789 0.3534021304 0.3534021304 18.72244547 12 2.338179 ## 9 #F8766D 1 1.565505443 0.3546030092 0.3546030092 18.78606531 12 2.338711 ## 10 #F8766D 1 1.570711914 0.3557823282 0.3557823282 18.84854297 12 2.339243 ## 11 #F8766D 1 1.575815668 0.3569383807 0.3569383807 18.90978801 12 2.339775 ## 12 #F8766D 1 1.580919422 0.3580944332 0.3580944332 18.97103306 12 2.340307 ## 13 #F8766D 1 1.585830921 0.3592069380 0.3592069380 19.02997105 12 2.340840 ## 14 #F8766D 1 1.590737195 0.3603182593 0.3603182593 19.08884634 12 2.341372 ## 15 #F8766D 1 1.595551851 0.3614088282 0.3614088282 19.14662221 12 2.341904 ## 16 #F8766D 1 1.600261570 0.3624756279 0.3624756279 19.20313884 12 2.342436 ## 17 #F8766D 1 1.604971290 0.3635424276 0.3635424276 19.25965548 12 2.342968 ## 18 #F8766D 1 1.609493938 0.3645668537 0.3645668537 19.31392726 12 2.343500 ## 19 #F8766D 1 1.614008527 0.3655894544 0.3655894544 19.36810233 12 2.344032 ## 20 #F8766D 1 1.618435922 0.3665923047 0.3665923047 19.42123107 12 2.344565 ## 21 #F8766D 1 1.622757296 0.3675711400 0.3675711400 19.47308755 12 2.345097 ## 22 #F8766D 1 1.627078670 0.3685499754 0.3685499754 19.52494404 12 2.345629 ## 23 #F8766D 1 1.631219935 0.3694880145 0.3694880145 19.57463922 12 2.346161 ## 24 #F8766D 1 1.635350488 0.3704236269 0.3704236269 19.62420585 12 2.346693 ## 25 #F8766D 1 1.639399009 0.3713406583 0.3713406583 19.67278810 12 2.347225 ## 26 #F8766D 1 1.643341603 0.3722336963 0.3722336963 19.72009924 12 2.347757 ## 27 #F8766D 1 1.647284197 0.3731267343 0.3731267343 19.76741037 12 2.348290 ## 28 #F8766D 1 1.651055258 0.3739809181 0.3739809181 19.81266309 12 2.348822 ## 29 #F8766D 1 1.654813212 0.3748321331 0.3748321331 19.85775854 12 2.349354 ## 30 #F8766D 1 1.658494906 0.3756660746 0.3756660746 19.90193887 12 2.349886 ## 31 #F8766D 1 1.662071976 0.3764763176 0.3764763176 19.94486372 12 2.350418 ## 32 #F8766D 1 1.665649047 0.3772865607 0.3772865607 19.98778856 12 2.350950 ## 33 #F8766D 1 1.669064580 0.3780602139 0.3780602139 20.02877496 12 2.351482 ## 34 #F8766D 1 1.672464947 0.3788304319 0.3788304319 20.06957937 12 2.352015 ## 35 #F8766D 1 1.675795305 0.3795847921 0.3795847921 20.10954366 12 2.352547 ## 36 #F8766D 1 1.679023555 0.3803160237 0.3803160237 20.14828266 12 2.353079 ## 37 #F8766D 1 1.682251805 0.3810472554 0.3810472554 20.18702166 12 2.353611 ## 38 #F8766D 1 1.685329735 0.3817444381 0.3817444381 20.22395682 12 2.354143 ## 39 #F8766D 1 1.688390840 0.3824378096 0.3824378096 20.26069007 12 2.354675 ## 40 #F8766D 1 1.691388529 0.3831168170 0.3831168170 20.29666235 12 2.355208 ## 41 #F8766D 1 1.694287826 0.3837735373 0.3837735373 20.33145391 12 2.355740 ## 42 #F8766D 1 1.697187122 0.3844302576 0.3844302576 20.36624547 12 2.356272 ## 43 #F8766D 1 1.699948328 0.3850556989 0.3850556989 20.39937993 12 2.356804 ## 44 #F8766D 1 1.702691499 0.3856770554 0.3856770554 20.43229799 12 2.357336 ## 45 #F8766D 1 1.705378065 0.3862855901 0.3862855901 20.46453679 12 2.357868 ## 46 #F8766D 1 1.707971118 0.3868729430 0.3868729430 20.49565341 12 2.358400 ## 47 #F8766D 1 1.710564170 0.3874602959 0.3874602959 20.52677004 12 2.358933 ## 48 #F8766D 1 1.713032155 0.3880193198 0.3880193198 20.55638586 12 2.359465 ## 49 #F8766D 1 1.715481394 0.3885740975 0.3885740975 20.58577673 12 2.359997 ## 50 #F8766D 1 1.717880924 0.3891176156 0.3891176156 20.61457109 12 2.360529 ## 51 #F8766D 1 1.720192932 0.3896413090 0.3896413090 20.64231518 12 2.361061 ## 52 #F8766D 1 1.722504939 0.3901650024 0.3901650024 20.67005927 12 2.361593 ## 53 #F8766D 1 1.724705484 0.3906634482 0.3906634482 20.69646580 12 2.362125 ## 54 #F8766D 1 1.726887095 0.3911576056 0.3911576056 20.72264514 12 2.362658 ## 55 #F8766D 1 1.729025863 0.3916420584 0.3916420584 20.74831036 12 2.363190 ## 56 #F8766D 1 1.731084142 0.3921082797 0.3921082797 20.77300971 12 2.363722 ## 57 #F8766D 1 1.733142421 0.3925745010 0.3925745010 20.79770906 12 2.364254 ## 58 #F8766D 1 1.735103210 0.3930186396 0.3930186396 20.82123852 12 2.364786 ## 59 #F8766D 1 1.737045424 0.3934585710 0.3934585710 20.84454509 12 2.365318 ## 60 #F8766D 1 1.738951518 0.3938903208 0.3938903208 20.86741821 12 2.365850 ## 61 #F8766D 1 1.740785114 0.3943056490 0.3943056490 20.88942137 12 2.366383 ## 62 #F8766D 1 1.742618710 0.3947209773 0.3947209773 20.91142452 12 2.366915 ## 63 #F8766D 1 1.744368955 0.3951174257 0.3951174257 20.93242746 12 2.367447 ## 64 #F8766D 1 1.746101534 0.3955098727 0.3955098727 20.95321841 12 2.367979 ## 65 #F8766D 1 1.747804477 0.3958956066 0.3958956066 20.97365372 12 2.368511 ## 66 #F8766D 1 1.749443772 0.3962669238 0.3962669238 20.99332526 12 2.369043 ## 67 #F8766D 1 1.751083067 0.3966382409 0.3966382409 21.01299681 12 2.369576 ## 68 #F8766D 1 1.752653127 0.3969938756 0.3969938756 21.03183753 12 2.370108 ## 69 #F8766D 1 1.754206976 0.3973458383 0.3973458383 21.05048372 12 2.370640 ## 70 #F8766D 1 1.755737347 0.3976924829 0.3976924829 21.06884816 12 2.371172 ## 71 #F8766D 1 1.757213672 0.3980268856 0.3980268856 21.08656406 12 2.371704 ## 72 #F8766D 1 1.758689997 0.3983612883 0.3983612883 21.10427996 12 2.372236 ## 73 #F8766D 1 1.760111004 0.3986831610 0.3986831610 21.12133205 12 2.372768 ## 74 #F8766D 1 1.761517785 0.3990018114 0.3990018114 21.13821342 12 2.373301 ## 75 #F8766D 1 1.762906846 0.3993164479 0.3993164479 21.15488216 12 2.373833 ## 76 #F8766D 1 1.764252103 0.3996211622 0.3996211622 21.17102523 12 2.374365 ## 77 #F8766D 1 1.765597359 0.3999258765 0.3999258765 21.18716831 12 2.374897 ## 78 #F8766D 1 1.766900860 0.4002211328 0.4002211328 21.20281032 12 2.375429 ## 79 #F8766D 1 1.768192625 0.4005137308 0.4005137308 21.21831149 12 2.375961 ## 80 #F8766D 1 1.769471970 0.4008035156 0.4008035156 21.23366364 12 2.376493 ## 81 #F8766D 1 1.770718272 0.4010858157 0.4010858157 21.24861926 12 2.377026 ## 82 #F8766D 1 1.771964574 0.4013681159 0.4013681159 21.26357488 12 2.377558 ## 83 #F8766D 1 1.773182191 0.4016439186 0.4016439186 21.27818629 12 2.378090 ## 84 #F8766D 1 1.774391033 0.4019177338 0.4019177338 21.29269240 12 2.378622 ## 85 #F8766D 1 1.775592255 0.4021898227 0.4021898227 21.30710705 12 2.379154 ## 86 #F8766D 1 1.776771597 0.4024569559 0.4024569559 21.32125916 12 2.379686 ## 87 #F8766D 1 1.777950939 0.4027240890 0.4027240890 21.33541127 12 2.380218 ## 88 #F8766D 1 1.779114060 0.4029875478 0.4029875478 21.34936872 12 2.380751 ## 89 #F8766D 1 1.780271801 0.4032497878 0.4032497878 21.36326161 12 2.381283 ## 90 #F8766D 1 1.781426185 0.4035112677 0.4035112677 21.37711422 12 2.381815 ## 91 #F8766D 1 1.782570143 0.4037703859 0.4037703859 21.39084172 12 2.382347 ## 92 #F8766D 1 1.783714101 0.4040295041 0.4040295041 21.40456921 12 2.382879 ## 93 #F8766D 1 1.784853602 0.4042876127 0.4042876127 21.41824322 12 2.383411 ## 94 #F8766D 1 1.785991504 0.4045453592 0.4045453592 21.43189805 12 2.383944 ## 95 #F8766D 1 1.787129764 0.4048031867 0.4048031867 21.44555717 12 2.384476 ## 96 #F8766D 1 1.788269230 0.4050612874 0.4050612874 21.45923075 12 2.385008 ## 97 #F8766D 1 1.789408695 0.4053193880 0.4053193880 21.47290434 12 2.385540 ## 98 #F8766D 1 1.790554697 0.4055789692 0.4055789692 21.48665637 12 2.386072 ## 99 #F8766D 1 1.791703226 0.4058391227 0.4058391227 21.50043871 12 2.386604 ## 100 #F8766D 1 1.792855268 0.4061000720 0.4061000720 21.51426321 12 2.387136 ## 101 #F8766D 1 1.794020227 0.4063639472 0.4063639472 21.52824273 12 2.387669 ## 102 #F8766D 1 1.795185187 0.4066278225 0.4066278225 21.54222224 12 2.388201 ## 103 #F8766D 1 1.796366858 0.4068954832 0.4068954832 21.55640230 12 2.388733 ## 104 #F8766D 1 1.797555476 0.4071647172 0.4071647172 21.57066571 12 2.389265 ## 105 #F8766D 1 1.798750209 0.4074353365 0.4074353365 21.58500251 12 2.389797 ## 106 #F8766D 1 1.799969563 0.4077115326 0.4077115326 21.59963475 12 2.390329 ## 107 #F8766D 1 1.801188917 0.4079877287 0.4079877287 21.61426700 12 2.390861 ## 108 #F8766D 1 1.802434312 0.4082698235 0.4082698235 21.62921174 12 2.391394 ## 109 #F8766D 1 1.803691323 0.4085545493 0.4085545493 21.64429587 12 2.391926 ## 110 #F8766D 1 1.804956512 0.4088411276 0.4088411276 21.65947814 12 2.392458 ## 111 #F8766D 1 1.806257939 0.4091359141 0.4091359141 21.67509526 12 2.392990 ## 112 #F8766D 1 1.807559366 0.4094307007 0.4094307007 21.69071239 12 2.393522 ## 113 #F8766D 1 1.808895310 0.4097333058 0.4097333058 21.70674372 12 2.394054 ## 114 #F8766D 1 1.810247746 0.4100396463 0.4100396463 21.72297295 12 2.394586 ## 115 #F8766D 1 1.811609904 0.4103481890 0.4103481890 21.73931885 12 2.395119 ## 116 #F8766D 1 1.813019771 0.4106675384 0.4106675384 21.75623725 12 2.395651 ## 117 #F8766D 1 1.814429638 0.4109868877 0.4109868877 21.77315566 12 2.396183 ## 118 #F8766D 1 1.815881655 0.4113157844 0.4113157844 21.79057986 12 2.396715 ## 119 #F8766D 1 1.817355205 0.4116495586 0.4116495586 21.80826246 12 2.397247 ## 120 #F8766D 1 1.818839530 0.4119857734 0.4119857734 21.82607436 12 2.397779 ## 121 #F8766D 1 1.820382844 0.4123353497 0.4123353497 21.84459413 12 2.398312 ## 122 #F8766D 1 1.821926157 0.4126849261 0.4126849261 21.86311389 12 2.398844 ## 123 #F8766D 1 1.823518433 0.4130455927 0.4130455927 21.88222119 12 2.399376 ## 124 #F8766D 1 1.825137418 0.4134123096 0.4134123096 21.90164902 12 2.399908 ## 125 #F8766D 1 1.826767769 0.4137816007 0.4137816007 21.92121323 12 2.400440 ## 126 #F8766D 1 1.828468167 0.4141667583 0.4141667583 21.94161801 12 2.400972 ## 127 #F8766D 1 1.830168565 0.4145519158 0.4145519158 21.96202278 12 2.401504 ## 128 #F8766D 1 1.831923953 0.4149495292 0.4149495292 21.98308744 12 2.402037 ## 129 #F8766D 1 1.833711337 0.4153543899 0.4153543899 22.00453604 12 2.402569 ## 130 #F8766D 1 1.835510248 0.4157618616 0.4157618616 22.02612297 12 2.403101 ## 131 #F8766D 1 1.837390028 0.4161876510 0.4161876510 22.04868033 12 2.403633 ## 132 #F8766D 1 1.839269808 0.4166134405 0.4166134405 22.07123770 12 2.404165 ## 133 #F8766D 1 1.841209871 0.4170528847 0.4170528847 22.09451846 12 2.404697 ## 134 #F8766D 1 1.843187302 0.4175007929 0.4175007929 22.11824762 12 2.405229 ## 135 #F8766D 1 1.845176026 0.4179512593 0.4179512593 22.14211231 12 2.405762 ## 136 #F8766D 1 1.847256208 0.4184224417 0.4184224417 22.16707449 12 2.406294 ## 137 #F8766D 1 1.849336389 0.4188936242 0.4188936242 22.19203667 12 2.406826 ## 138 #F8766D 1 1.851481463 0.4193795054 0.4193795054 22.21777756 12 2.407358 ## 139 #F8766D 1 1.853669352 0.4198750845 0.4198750845 22.24403222 12 2.407890 ## 140 #F8766D 1 1.855867938 0.4203730868 0.4203730868 22.27041525 12 2.408422 ## 141 #F8766D 1 1.858168348 0.4208941533 0.4208941533 22.29802018 12 2.408954 ## 142 #F8766D 1 1.860468759 0.4214152199 0.4214152199 22.32562511 12 2.409487 ## 143 #F8766D 1 1.862838047 0.4219518878 0.4219518878 22.35405656 12 2.410019 ## 144 #F8766D 1 1.865255664 0.4224995028 0.4224995028 22.38306797 12 2.410551 ## 145 #F8766D 1 1.867683051 0.4230493308 0.4230493308 22.41219661 12 2.411083 ## 146 #F8766D 1 1.870222434 0.4236245272 0.4236245272 22.44266921 12 2.411615 ## 147 #F8766D 1 1.872761818 0.4241997236 0.4241997236 22.47314181 12 2.412147 ## 148 #F8766D 1 1.875373496 0.4247912953 0.4247912953 22.50448195 12 2.412680 ## 149 #F8766D 1 1.878039089 0.4253950795 0.4253950795 22.53646907 12 2.413212 ## 150 #F8766D 1 1.880713219 0.4260007973 0.4260007973 22.56855862 12 2.413744 ## 151 #F8766D 1 1.883509357 0.4266341512 0.4266341512 22.60211228 12 2.414276 ## 152 #F8766D 1 1.886305495 0.4272675051 0.4272675051 22.63566594 12 2.414808 ## 153 #F8766D 1 1.889176836 0.4279178933 0.4279178933 22.67012203 12 2.415340 ## 154 #F8766D 1 1.892107754 0.4285817762 0.4285817762 22.70529305 12 2.415872 ## 155 #F8766D 1 1.895045695 0.4292472498 0.4292472498 22.74054834 12 2.416405 ## 156 #F8766D 1 1.898115535 0.4299426002 0.4299426002 22.77738643 12 2.416937 ## 157 #F8766D 1 1.901185376 0.4306379505 0.4306379505 22.81422451 12 2.417469 ## 158 #F8766D 1 1.904332874 0.4313508910 0.4313508910 22.85199449 12 2.418001 ## 159 #F8766D 1 1.907545696 0.4320786282 0.4320786282 22.89054836 12 2.418533 ## 160 #F8766D 1 1.910763766 0.4328075539 0.4328075539 22.92916520 12 2.419065 ## 161 #F8766D 1 1.914123552 0.4335685799 0.4335685799 22.96948263 12 2.419597 ## 162 #F8766D 1 1.917483338 0.4343296058 0.4343296058 23.00980006 12 2.420130 ## 163 #F8766D 1 1.920922830 0.4351086859 0.4351086859 23.05107396 12 2.420662 ## 164 #F8766D 1 1.924433493 0.4359038869 0.4359038869 23.09320191 12 2.421194 ## 165 #F8766D 1 1.927947384 0.4366998192 0.4366998192 23.13536860 12 2.421726 ## 166 #F8766D 1 1.931612773 0.4375300675 0.4375300675 23.17935328 12 2.422258 ## 167 #F8766D 1 1.935278163 0.4383603158 0.4383603158 23.22333796 12 2.422790 ## 168 #F8766D 1 1.939024945 0.4392090001 0.4392090001 23.26829933 12 2.423322 ## 169 #F8766D 1 1.942848856 0.4400751551 0.4400751551 23.31418627 12 2.423855 ## 170 #F8766D 1 1.946673744 0.4409415314 0.4409415314 23.36008492 12 2.424387 ## 171 #F8766D 1 1.950659919 0.4418444410 0.4418444410 23.40791903 12 2.424919 ## 172 #F8766D 1 1.954646095 0.4427473506 0.4427473506 23.45575314 12 2.425451 ## 173 #F8766D 1 1.958715019 0.4436690037 0.4436690037 23.50458023 12 2.425983 ## 174 #F8766D 1 1.962867157 0.4446095054 0.4446095054 23.55440589 12 2.426515 ## 175 #F8766D 1 1.967019295 0.4455500071 0.4455500071 23.60423154 12 2.427047 ## 176 #F8766D 1 1.971339554 0.4465285901 0.4465285901 23.65607465 12 2.427580 ## 177 #F8766D 1 1.975661310 0.4475075119 0.4475075119 23.70793572 12 2.428112 ## 178 #F8766D 1 1.980066869 0.4485054161 0.4485054161 23.76080243 12 2.428644 ## 179 #F8766D 1 1.984561858 0.4495235773 0.4495235773 23.81474230 12 2.429176 ## 180 #F8766D 1 1.989056848 0.4505417384 0.4505417384 23.86868217 12 2.429708 ## 181 #F8766D 1 1.993724468 0.4515990021 0.4515990021 23.92469361 12 2.430240 ## 182 #F8766D 1 1.998396271 0.4526572134 0.4526572134 23.98075526 12 2.430773 ## 183 #F8766D 1 2.003152648 0.4537345814 0.4537345814 24.03783178 12 2.431305 ## 184 #F8766D 1 2.008004809 0.4548336457 0.4548336457 24.09605771 12 2.431837 ## 185 #F8766D 1 2.012856971 0.4559327099 0.4559327099 24.15428365 12 2.432369 ## 186 #F8766D 1 2.017885919 0.4570718182 0.4570718182 24.21463103 12 2.432901 ## 187 #F8766D 1 2.022921947 0.4582125301 0.4582125301 24.27506337 12 2.433433 ## 188 #F8766D 1 2.028043040 0.4593725101 0.4593725101 24.33651649 12 2.433965 ## 189 #F8766D 1 2.033266406 0.4605556559 0.4605556559 24.39919687 12 2.434498 ## 190 #F8766D 1 2.038489771 0.4617388016 0.4617388016 24.46187726 12 2.435030 ## 191 #F8766D 1 2.043893730 0.4629628536 0.4629628536 24.52672476 12 2.435562 ## 192 #F8766D 1 2.049307865 0.4641892106 0.4641892106 24.59169438 12 2.436094 ## 193 #F8766D 1 2.054807282 0.4654348848 0.4654348848 24.65768738 12 2.436626 ## 194 #F8766D 1 2.060415576 0.4667052209 0.4667052209 24.72498692 12 2.437158 ## 195 #F8766D 1 2.066023871 0.4679755571 0.4679755571 24.79228645 12 2.437690 ## 196 #F8766D 1 2.071816200 0.4692875789 0.4692875789 24.86179440 12 2.438223 ## 197 #F8766D 1 2.077621996 0.4706026511 0.4706026511 24.93146395 12 2.438755 ## 198 #F8766D 1 2.083513006 0.4719370252 0.4719370252 25.00215607 12 2.439287 ## 199 #F8766D 1 2.089519592 0.4732975785 0.4732975785 25.07423511 12 2.439819 ## 200 #F8766D 1 2.095526179 0.4746581318 0.4746581318 25.14631415 12 2.440351 ## 201 #F8766D 1 2.101719845 0.4760610606 0.4760610606 25.22063814 12 2.440883 ## 202 #F8766D 1 2.107930450 0.4774678262 0.4774678262 25.29516540 12 2.441415 ## 203 #F8766D 1 2.114225905 0.4788938113 0.4788938113 25.37071087 12 2.441948 ## 204 #F8766D 1 2.120643690 0.4803475051 0.4803475051 25.44772427 12 2.442480 ## 205 #F8766D 1 2.127061474 0.4818011989 0.4818011989 25.52473768 12 2.443012 ## 206 #F8766D 1 2.133668940 0.4832978576 0.4832978576 25.60402728 12 2.443544 ## 207 #F8766D 1 2.140296984 0.4847991775 0.4847991775 25.68356381 12 2.444076 ## 208 #F8766D 1 2.147009201 0.4863195634 0.4863195634 25.76411041 12 2.444608 ## 209 #F8766D 1 2.153850498 0.4878691872 0.4878691872 25.84620598 12 2.445141 ## 210 #F8766D 1 2.160691796 0.4894188111 0.4894188111 25.92830155 12 2.445673 ## 211 #F8766D 1 2.167724875 0.4910118757 0.4910118757 26.01269850 12 2.446205 ## 212 #F8766D 1 2.174782318 0.4926104586 0.4926104586 26.09738781 12 2.446737 ## 213 #F8766D 1 2.181922921 0.4942278784 0.4942278784 26.18307505 12 2.447269 ## 214 #F8766D 1 2.189199286 0.4958760496 0.4958760496 26.27039144 12 2.447801 ## 215 #F8766D 1 2.196475651 0.4975242208 0.4975242208 26.35770782 12 2.448333 ## 216 #F8766D 1 2.203945327 0.4992161789 0.4992161789 26.44734393 12 2.448866 ## 217 #F8766D 1 2.211443266 0.5009145387 0.5009145387 26.53731919 12 2.449398 ## 218 #F8766D 1 2.219023000 0.5026314261 0.5026314261 26.62827600 12 2.449930 ## 219 #F8766D 1 2.226745020 0.5043805426 0.5043805426 26.72094024 12 2.450462 ## 220 #F8766D 1 2.234467040 0.5061296592 0.5061296592 26.81360448 12 2.450994 ## 221 #F8766D 1 2.242383248 0.5079227613 0.5079227613 26.90859897 12 2.451526 ## 222 #F8766D 1 2.250331698 0.5097231668 0.5097231668 27.00398038 12 2.452058 ## 223 #F8766D 1 2.258360202 0.5115417051 0.5115417051 27.10032243 12 2.452591 ## 224 #F8766D 1 2.266537257 0.5133938918 0.5133938918 27.19844709 12 2.453123 ## 225 #F8766D 1 2.274714312 0.5152460785 0.5152460785 27.29657175 12 2.453655 ## 226 #F8766D 1 2.283085696 0.5171422826 0.5171422826 27.39702835 12 2.454187 ## 227 #F8766D 1 2.291493337 0.5190466992 0.5190466992 27.49792004 12 2.454719 ## 228 #F8766D 1 2.299978895 0.5209687651 0.5209687651 27.59974674 12 2.455251 ## 229 #F8766D 1 2.308618891 0.5229258125 0.5229258125 27.70342669 12 2.455783 ## 230 #F8766D 1 2.317258886 0.5248828599 0.5248828599 27.80710663 12 2.456316 ## 231 #F8766D 1 2.326092527 0.5268837701 0.5268837701 27.91311033 12 2.456848 ## 232 #F8766D 1 2.334966417 0.5288937970 0.5288937970 28.01959701 12 2.457380 ## 233 #F8766D 1 2.343915684 0.5309208975 0.5309208975 28.12698820 12 2.457912 ## 234 #F8766D 1 2.353024758 0.5329841961 0.5329841961 28.23629710 12 2.458444 ## 235 #F8766D 1 2.362133832 0.5350474946 0.5350474946 28.34560599 12 2.458976 ## 236 #F8766D 1 2.371434959 0.5371542952 0.5371542952 28.45721951 12 2.459509 ## 237 #F8766D 1 2.380780238 0.5392710965 0.5392710965 28.56936286 12 2.460041 ## 238 #F8766D 1 2.390197938 0.5414043019 0.5414043019 28.68237526 12 2.460573 ## 239 #F8766D 1 2.399780152 0.5435747716 0.5435747716 28.79736183 12 2.461105 ## 240 #F8766D 1 2.409362367 0.5457452412 0.5457452412 28.91234840 12 2.461637 ## 241 #F8766D 1 2.419134047 0.5479586267 0.5479586267 29.02960856 12 2.462169 ## 242 #F8766D 1 2.428953616 0.5501828598 0.5501828598 29.14744340 12 2.462701 ## 243 #F8766D 1 2.438842239 0.5524227340 0.5524227340 29.26610686 12 2.463234 ## 244 #F8766D 1 2.448899253 0.5547007507 0.5547007507 29.38679104 12 2.463766 ## 245 #F8766D 1 2.458956268 0.5569787675 0.5569787675 29.50747522 12 2.464298 ## 246 #F8766D 1 2.469199090 0.5592988716 0.5592988716 29.63038908 12 2.464830 ## 247 #F8766D 1 2.479493288 0.5616306128 0.5616306128 29.75391945 12 2.465362 ## 248 #F8766D 1 2.489852767 0.5639771407 0.5639771407 29.87823320 12 2.465894 ## 249 #F8766D 1 2.500383513 0.5663624626 0.5663624626 30.00460215 12 2.466426 ## 250 #F8766D 1 2.510914259 0.5687477844 0.5687477844 30.13097111 12 2.466959 ## 251 #F8766D 1 2.521626016 0.5711741071 0.5711741071 30.25951220 12 2.467491 ## 252 #F8766D 1 2.532392285 0.5736127771 0.5736127771 30.38870742 12 2.468023 ## 253 #F8766D 1 2.543219679 0.5760652928 0.5760652928 30.51863615 12 2.468555 ## 254 #F8766D 1 2.554220031 0.5785569850 0.5785569850 30.65064037 12 2.469087 ## 255 #F8766D 1 2.565220382 0.5810486771 0.5810486771 30.78264458 12 2.469619 ## 256 #F8766D 1 2.576395753 0.5835800131 0.5835800131 30.91674904 12 2.470151 ## 257 #F8766D 1 2.587628316 0.5861243035 0.5861243035 31.05153979 12 2.470684 ## 258 #F8766D 1 2.598917497 0.5886814188 0.5886814188 31.18700997 12 2.471216 ## 259 #F8766D 1 2.610379948 0.5912777813 0.5912777813 31.32455938 12 2.471748 ## 260 #F8766D 1 2.621842399 0.5938741438 0.5938741438 31.46210879 12 2.472280 ## 261 #F8766D 1 2.633472644 0.5965085133 0.5965085133 31.60167173 12 2.472812 ## 262 #F8766D 1 2.645162191 0.5991563153 0.5991563153 31.74194629 12 2.473344 ## 263 #F8766D 1 2.656903539 0.6018158508 0.6018158508 31.88284247 12 2.473877 ## 264 #F8766D 1 2.668816901 0.6045143492 0.6045143492 32.02580281 12 2.474409 ## 265 #F8766D 1 2.680730262 0.6072128475 0.6072128475 32.16876315 12 2.474941 ## 266 #F8766D 1 2.692802931 0.6099474306 0.6099474306 32.31363517 12 2.475473 ## 267 #F8766D 1 2.704936322 0.6126957680 0.6126957680 32.45923587 12 2.476005 ## 268 #F8766D 1 2.717116440 0.6154546894 0.6154546894 32.60539728 12 2.476537 ## 269 #F8766D 1 2.729465555 0.6182518902 0.6182518902 32.75358666 12 2.477069 ## 270 #F8766D 1 2.741814669 0.6210490911 0.6210490911 32.90177603 12 2.477602 ## 271 #F8766D 1 2.754313338 0.6238801674 0.6238801674 33.05176005 12 2.478134 ## 272 #F8766D 1 2.766873333 0.6267251350 0.6267251350 33.20248000 12 2.478666 ## 273 #F8766D 1 2.779474789 0.6295794939 0.6295794939 33.35369747 12 2.479198 ## 274 #F8766D 1 2.792240275 0.6324710069 0.6324710069 33.50688330 12 2.479730 ## 275 #F8766D 1 2.805005760 0.6353625200 0.6353625200 33.66006912 12 2.480262 ## 276 #F8766D 1 2.817909791 0.6382854152 0.6382854152 33.81491749 12 2.480794 ## 277 #F8766D 1 2.830874812 0.6412221250 0.6412221250 33.97049774 12 2.481327 ## 278 #F8766D 1 2.843875909 0.6441670068 0.6441670068 34.12651091 12 2.481859 ## 279 #F8766D 1 2.857033937 0.6471474348 0.6471474348 34.28440725 12 2.482391 ## 280 #F8766D 1 2.870191965 0.6501278628 0.6501278628 34.44230358 12 2.482923 ## 281 #F8766D 1 2.883476309 0.6531369028 0.6531369028 34.60171571 12 2.483455 ## 282 #F8766D 1 2.896820233 0.6561594381 0.6561594381 34.76184279 12 2.483987 ## 283 #F8766D 1 2.910194820 0.6591889189 0.6591889189 34.92233784 12 2.484519 ## 284 #F8766D 1 2.923716935 0.6622518165 0.6622518165 35.08460322 12 2.485052 ## 285 #F8766D 1 2.937239051 0.6653147141 0.6653147141 35.24686861 12 2.485584 ## 286 #F8766D 1 2.950874085 0.6684031888 0.6684031888 35.41048902 12 2.486116 ## 287 #F8766D 1 2.964566089 0.6715045680 0.6715045680 35.57479307 12 2.486648 ## 288 #F8766D 1 2.978283406 0.6746116808 0.6746116808 35.73940087 12 2.487180 ## 289 #F8766D 1 2.992136392 0.6777495239 0.6777495239 35.90563671 12 2.487712 ## 290 #F8766D 1 3.005989378 0.6808873671 0.6808873671 36.07187254 12 2.488245 ## 291 #F8766D 1 3.019940790 0.6840475046 0.6840475046 36.23928948 12 2.488777 ## 292 #F8766D 1 3.033945242 0.6872196564 0.6872196564 36.40734290 12 2.489309 ## 293 #F8766D 1 3.047969820 0.6903963670 0.6903963670 36.57563784 12 2.489841 ## 294 #F8766D 1 3.062115613 0.6936005338 0.6936005338 36.74538735 12 2.490373 ## 295 #F8766D 1 3.076261405 0.6968047006 0.6968047006 36.91513686 12 2.490905 ## 296 #F8766D 1 3.090490129 0.7000276521 0.7000276521 37.08588154 12 2.491437 ## 297 #F8766D 1 3.104766526 0.7032614022 0.7032614022 37.25719831 12 2.491970 ## 298 #F8766D 1 3.119058135 0.7064985981 0.7064985981 37.42869762 12 2.492502 ## 299 #F8766D 1 3.133453793 0.7097593618 0.7097593618 37.60144551 12 2.493034 ## 300 #F8766D 1 3.147849450 0.7130201256 0.7130201256 37.77419340 12 2.493566 ## 301 #F8766D 1 3.162311655 0.7162959630 0.7162959630 37.94773986 12 2.494098 ## 302 #F8766D 1 3.176814623 0.7195810339 0.7195810339 38.12177548 12 2.494630 ## 303 #F8766D 1 3.191328273 0.7228685240 0.7228685240 38.29593927 12 2.495162 ## 304 #F8766D 1 3.205926003 0.7261750595 0.7261750595 38.47111204 12 2.495695 ## 305 #F8766D 1 3.220523734 0.7294815949 0.7294815949 38.64628481 12 2.496227 ## 306 #F8766D 1 3.235170869 0.7327993210 0.7327993210 38.82205043 12 2.496759 ## 307 #F8766D 1 3.249850221 0.7361243445 0.7361243445 38.99820265 12 2.497291 ## 308 #F8766D 1 3.264536218 0.7394508731 0.7394508731 39.17443462 12 2.497823 ## 309 #F8766D 1 3.279283467 0.7427912760 0.7427912760 39.35140161 12 2.498355 ## 310 #F8766D 1 3.294030716 0.7461316789 0.7461316789 39.52836860 12 2.498887 ## 311 #F8766D 1 3.308809615 0.7494792506 0.7494792506 39.70571538 12 2.499420 ## 312 #F8766D 1 3.323610465 0.7528317949 0.7528317949 39.88332559 12 2.499952 ## 313 #F8766D 1 3.338414534 0.7561850679 0.7561850679 40.06097440 12 2.500484 ## 314 #F8766D 1 3.353254132 0.7595463889 0.7595463889 40.23904959 12 2.501016 ## 315 #F8766D 1 3.368093731 0.7629077099 0.7629077099 40.41712477 12 2.501548 ## 316 #F8766D 1 3.382946771 0.7662720754 0.7662720754 40.59536125 12 2.502080 ## 317 #F8766D 1 3.397809720 0.7696386856 0.7696386856 40.77371664 12 2.502613 ## 318 #F8766D 1 3.412673176 0.7730054105 0.7730054105 40.95207811 12 2.503145 ## 319 #F8766D 1 3.427543553 0.7763737031 0.7763737031 41.13052263 12 2.503677 ## 320 #F8766D 1 3.442413929 0.7797419957 0.7797419957 41.30896715 12 2.504209 ## 321 #F8766D 1 3.457279257 0.7831091447 0.7831091447 41.48735109 12 2.504741 ## 322 #F8766D 1 3.472140631 0.7864753979 0.7864753979 41.66568757 12 2.505273 ## 323 #F8766D 1 3.487000622 0.7898413380 0.7898413380 41.84400747 12 2.505805 ## 324 #F8766D 1 3.501836076 0.7932017202 0.7932017202 42.02203291 12 2.506338 ## 325 #F8766D 1 3.516671530 0.7965621024 0.7965621024 42.20005836 12 2.506870 ## 326 #F8766D 1 3.531483346 0.7999171303 0.7999171303 42.37780015 12 2.507402 ## 327 #F8766D 1 3.546275500 0.8032677047 0.8032677047 42.55530600 12 2.507934 ## 328 #F8766D 1 3.561065301 0.8066177460 0.8066177460 42.73278361 12 2.508466 ## 329 #F8766D 1 3.575796337 0.8099544765 0.8099544765 42.90955604 12 2.508998 ## 330 #F8766D 1 3.590527373 0.8132912069 0.8132912069 43.08632848 12 2.509530 ## 331 #F8766D 1 3.605216268 0.8166183920 0.8166183920 43.26259522 12 2.510063 ## 332 #F8766D 1 3.619867955 0.8199371490 0.8199371490 43.43841546 12 2.510595 ## 333 #F8766D 1 3.634517323 0.8232553810 0.8232553810 43.61420788 12 2.511127 ## 334 #F8766D 1 3.649071046 0.8265519482 0.8265519482 43.78885255 12 2.511659 ## 335 #F8766D 1 3.663624768 0.8298485153 0.8298485153 43.96349722 12 2.512191 ## 336 #F8766D 1 3.678118125 0.8331314090 0.8331314090 44.13741750 12 2.512723 ## 337 #F8766D 1 3.692554915 0.8364014896 0.8364014896 44.31065897 12 2.513255 ## 338 #F8766D 1 3.706990502 0.8396712980 0.8396712980 44.48388603 12 2.513788 ## 339 #F8766D 1 3.721291067 0.8429105222 0.8429105222 44.65549280 12 2.514320 ## 340 #F8766D 1 3.735591631 0.8461497464 0.8461497464 44.82709957 12 2.514852 ## 341 #F8766D 1 3.749814075 0.8493712755 0.8493712755 44.99776890 12 2.515384 ## 342 #F8766D 1 3.763958833 0.8525752081 0.8525752081 45.16750600 12 2.515916 ## 343 #F8766D 1 3.778103591 0.8557791406 0.8557791406 45.33724310 12 2.516448 ## 344 #F8766D 1 3.792073766 0.8589435281 0.8589435281 45.50488519 12 2.516981 ## 345 #F8766D 1 3.806042882 0.8621076760 0.8621076760 45.67251459 12 2.517513 ## 346 #F8766D 1 3.819916781 0.8652502562 0.8652502562 45.83900137 12 2.518045 ## 347 #F8766D 1 3.833690201 0.8683700768 0.8683700768 46.00428241 12 2.518577 ## 348 #F8766D 1 3.847463621 0.8714898973 0.8714898973 46.16956345 12 2.519109 ## 349 #F8766D 1 3.861025613 0.8745618274 0.8745618274 46.33230736 12 2.519641 ## 350 #F8766D 1 3.874583100 0.8776327370 0.8776327370 46.49499720 12 2.520173 ## 351 #F8766D 1 3.888029115 0.8806783971 0.8806783971 46.65634938 12 2.520706 ## 352 #F8766D 1 3.901350290 0.8836957796 0.8836957796 46.81620348 12 2.521238 ## 353 #F8766D 1 3.914671465 0.8867131621 0.8867131621 46.97605758 12 2.521770 ## 354 #F8766D 1 3.927745015 0.8896744550 0.8896744550 47.13294018 12 2.522302 ## 355 #F8766D 1 3.940809396 0.8926336710 0.8926336710 47.28971275 12 2.522834 ## 356 #F8766D 1 3.953747068 0.8955641863 0.8955641863 47.44496482 12 2.523366 ## 357 #F8766D 1 3.966534111 0.8984605823 0.8984605823 47.59840933 12 2.523898 ## 358 #F8766D 1 3.979321153 0.9013569783 0.9013569783 47.75185384 12 2.524431 ## 359 #F8766D 1 3.991825351 0.9041893070 0.9041893070 47.90190421 12 2.524963 ## 360 #F8766D 1 4.004314489 0.9070182248 0.9070182248 48.05177387 12 2.525495 ## 361 #F8766D 1 4.016662865 0.9098152583 0.9098152583 48.19995438 12 2.526027 ## 362 #F8766D 1 4.028833558 0.9125720448 0.9125720448 48.34600269 12 2.526559 ## 363 #F8766D 1 4.041004250 0.9153288312 0.9153288312 48.49205100 12 2.527091 ## 364 #F8766D 1 4.052858181 0.9180138679 0.9180138679 48.63429817 12 2.527623 ## 365 #F8766D 1 4.064689950 0.9206938846 0.9206938846 48.77627940 12 2.528156 ## 366 #F8766D 1 4.076368233 0.9233391353 0.9233391353 48.91641879 12 2.528688 ## 367 #F8766D 1 4.087840709 0.9259377687 0.9259377687 49.05408851 12 2.529220 ## 368 #F8766D 1 4.099313186 0.9285364021 0.9285364021 49.19175823 12 2.529752 ## 369 #F8766D 1 4.110436605 0.9310559703 0.9310559703 49.32523926 12 2.530284 ## 370 #F8766D 1 4.121529575 0.9335686416 0.9335686416 49.45835490 12 2.530816 ## 371 #F8766D 1 4.132457803 0.9360439972 0.9360439972 49.58949364 12 2.531349 ## 372 #F8766D 1 4.143151251 0.9384661727 0.9384661727 49.71781501 12 2.531881 ## 373 #F8766D 1 4.153844699 0.9408883481 0.9408883481 49.84613639 12 2.532413 ## 374 #F8766D 1 4.164158717 0.9432245787 0.9432245787 49.96990460 12 2.532945 ## 375 #F8766D 1 4.174432871 0.9455517797 0.9455517797 50.09319445 12 2.533477 ## 376 #F8766D 1 4.184532608 0.9478394736 0.9478394736 50.21439129 12 2.534009 ## 377 #F8766D 1 4.194367984 0.9500672869 0.9500672869 50.33241581 12 2.534541 ## 378 #F8766D 1 4.204203360 0.9522951003 0.9522951003 50.45044032 12 2.535074 ## 379 #F8766D 1 4.213631142 0.9544305895 0.9544305895 50.56357371 12 2.535606 ## 380 #F8766D 1 4.223008591 0.9565546777 0.9565546777 50.67610309 12 2.536138 ## 381 #F8766D 1 4.232203625 0.9586374470 0.9586374470 50.78644350 12 2.536670 ## 382 #F8766D 1 4.241104377 0.9606535584 0.9606535584 50.89325252 12 2.537202 ## 383 #F8766D 1 4.250005128 0.9626696697 0.9626696697 51.00006154 12 2.537734 ## 384 #F8766D 1 4.258472596 0.9645876378 0.9645876378 51.10167115 12 2.538266 ## 385 #F8766D 1 4.266878303 0.9664916166 0.9664916166 51.20253964 12 2.538799 ## 386 #F8766D 1 4.275095346 0.9683528610 0.9683528610 51.30114416 12 2.539331 ## 387 #F8766D 1 4.282988131 0.9701406575 0.9701406575 51.39585757 12 2.539863 ## 388 #F8766D 1 4.290880915 0.9719284539 0.9719284539 51.49057099 12 2.540395 ## 389 #F8766D 1 4.298317439 0.9736129026 0.9736129026 51.57980926 12 2.540927 ## 390 #F8766D 1 4.305679934 0.9752805831 0.9752805831 51.66815920 12 2.541459 ## 391 #F8766D 1 4.312849313 0.9769045209 0.9769045209 51.75419176 12 2.541991 ## 392 #F8766D 1 4.319664707 0.9784482774 0.9784482774 51.83597648 12 2.542524 ## 393 #F8766D 1 4.326480101 0.9799920339 0.9799920339 51.91776121 12 2.543056 ## 394 #F8766D 1 4.332819178 0.9814278998 0.9814278998 51.99383014 12 2.543588 ## 395 #F8766D 1 4.339071257 0.9828440596 0.9828440596 52.06885508 12 2.544120 ## 396 #F8766D 1 4.345127590 0.9842158811 0.9842158811 52.14153108 12 2.544652 ## 397 #F8766D 1 4.350800777 0.9855009160 0.9855009160 52.20960933 12 2.545184 ## 398 #F8766D 1 4.356473964 0.9867859510 0.9867859510 52.27768757 12 2.545716 ## 399 #F8766D 1 4.361653882 0.9879592554 0.9879592554 52.33984659 12 2.546249 ## 400 #F8766D 1 4.366733281 0.9891097914 0.9891097914 52.40079938 12 2.546781 ## 401 #F8766D 1 4.371616128 0.9902158061 0.9902158061 52.45939354 12 2.547313 ## 402 #F8766D 1 4.376087561 0.9912286315 0.9912286315 52.51305073 12 2.547845 ## 403 #F8766D 1 4.380558994 0.9922414569 0.9922414569 52.56670793 12 2.548377 ## 404 #F8766D 1 4.384523452 0.9931394471 0.9931394471 52.61428143 12 2.548909 ## 405 #F8766D 1 4.388373497 0.9940115216 0.9940115216 52.66048196 12 2.549442 ## 406 #F8766D 1 4.392027976 0.9948392985 0.9948392985 52.70433571 12 2.549974 ## 407 #F8766D 1 4.395244001 0.9955677612 0.9955677612 52.74292801 12 2.550506 ## 408 #F8766D 1 4.398460027 0.9962962240 0.9962962240 52.78152032 12 2.551038 ## 409 #F8766D 1 4.401158728 0.9969075073 0.9969075073 52.81390473 12 2.551570 ## 410 #F8766D 1 4.403728931 0.9974896847 0.9974896847 52.84474717 12 2.552102 ## 411 #F8766D 1 4.406106301 0.9980281833 0.9980281833 52.87327561 12 2.552634 ## 412 #F8766D 1 4.408019739 0.9984615966 0.9984615966 52.89623687 12 2.553167 ## 413 #F8766D 1 4.409933177 0.9988950100 0.9988950100 52.91919813 12 2.553699 ## 414 #F8766D 1 4.411322371 0.9992096765 0.9992096765 52.93586845 12 2.554231 ## 415 #F8766D 1 4.412568992 0.9994920491 0.9994920491 52.95082791 12 2.554763 ## 416 #F8766D 1 4.413627180 0.9997317395 0.9997317395 52.96352616 12 2.555295 ## 417 #F8766D 1 4.414197855 0.9998610031 0.9998610031 52.97037425 12 2.555827 ## 418 #F8766D 1 4.414768529 0.9999902666 0.9999902666 52.97722235 12 2.556359 ## 419 #F8766D 1 4.414811500 1.0000000000 1.0000000000 52.97773800 12 2.556892 ## 420 #F8766D 1 4.414698044 0.9999743011 0.9999743011 52.97637653 12 2.557424 ## 421 #F8766D 1 4.414402124 0.9999072722 0.9999072722 52.97282549 12 2.557956 ## 422 #F8766D 1 4.413597328 0.9997249777 0.9997249777 52.96316794 12 2.558488 ## 423 #F8766D 1 4.412792533 0.9995426833 0.9995426833 52.95351039 12 2.559020 ## 424 #F8766D 1 4.411460034 0.9992408586 0.9992408586 52.93752040 12 2.559552 ## 425 #F8766D 1 4.409957685 0.9989005614 0.9989005614 52.91949223 12 2.560084 ## 426 #F8766D 1 4.408280292 0.9985206146 0.9985206146 52.89936351 12 2.560617 ## 427 #F8766D 1 4.406075196 0.9980211377 0.9980211377 52.87290235 12 2.561149 ## 428 #F8766D 1 4.403870099 0.9975216607 0.9975216607 52.84644119 12 2.561681 ## 429 #F8766D 1 4.401140712 0.9969034267 0.9969034267 52.81368855 12 2.562213 ## 430 #F8766D 1 4.398228707 0.9962438276 0.9962438276 52.77874448 12 2.562745 ## 431 #F8766D 1 4.395150383 0.9955465559 0.9955465559 52.74180460 12 2.563277 ## 432 #F8766D 1 4.391528360 0.9947261304 0.9947261304 52.69834032 12 2.563810 ## 433 #F8766D 1 4.387906336 0.9939057049 0.9939057049 52.65487603 12 2.564342 ## 434 #F8766D 1 4.383766768 0.9929680505 0.9929680505 52.60520122 12 2.564874 ## 435 #F8766D 1 4.379432682 0.9919863356 0.9919863356 52.55319219 12 2.565406 ## 436 #F8766D 1 4.374942155 0.9909691853 0.9909691853 52.49930586 12 2.565938 ## 437 #F8766D 1 4.369895038 0.9898259615 0.9898259615 52.43874045 12 2.566470 ## 438 #F8766D 1 4.364847920 0.9886827377 0.9886827377 52.37817504 12 2.567002 ## 439 #F8766D 1 4.359293219 0.9874245411 0.9874245411 52.31151863 12 2.567535 ## 440 #F8766D 1 4.353533185 0.9861198344 0.9861198344 52.24239822 12 2.568067 ## 441 #F8766D 1 4.347627563 0.9847821505 0.9847821505 52.17153075 12 2.568599 ## 442 #F8766D 1 4.341155816 0.9833162337 0.9833162337 52.09386980 12 2.569131 ## 443 #F8766D 1 4.334684070 0.9818503169 0.9818503169 52.01620884 12 2.569663 ## 444 #F8766D 1 4.327717761 0.9802723767 0.9802723767 51.93261314 12 2.570195 ## 445 #F8766D 1 4.320536599 0.9786457699 0.9786457699 51.84643919 12 2.570727 ## 446 #F8766D 1 4.313221490 0.9769888227 0.9769888227 51.75865788 12 2.571260 ## 447 #F8766D 1 4.305334300 0.9752022934 0.9752022934 51.66401160 12 2.571792 ## 448 #F8766D 1 4.297447109 0.9734157641 0.9734157641 51.56936531 12 2.572324 ## 449 #F8766D 1 4.289081253 0.9715208121 0.9715208121 51.46897504 12 2.572856 ## 450 #F8766D 1 4.280492514 0.9695753746 0.9695753746 51.36591016 12 2.573388 ## 451 #F8766D 1 4.271782061 0.9676023680 0.9676023680 51.26138474 12 2.573920 ## 452 #F8766D 1 4.262497334 0.9654992822 0.9654992822 51.14996801 12 2.574452 ## 453 #F8766D 1 4.253212606 0.9633961963 0.9633961963 51.03855128 12 2.574985 ## 454 #F8766D 1 4.243467768 0.9611888908 0.9611888908 50.92161322 12 2.575517 ## 455 #F8766D 1 4.233493692 0.9589296602 0.9589296602 50.80192430 12 2.576049 ## 456 #F8766D 1 4.223410527 0.9566457203 0.9566457203 50.68092633 12 2.576581 ## 457 #F8766D 1 4.212754804 0.9542320900 0.9542320900 50.55305765 12 2.577113 ## 458 #F8766D 1 4.202099081 0.9518184596 0.9518184596 50.42518898 12 2.577645 ## 459 #F8766D 1 4.191004220 0.9493053600 0.9493053600 50.29205064 12 2.578178 ## 460 #F8766D 1 4.179675606 0.9467393130 0.9467393130 50.15610728 12 2.578710 ## 461 #F8766D 1 4.168250715 0.9441514581 0.9441514581 50.01900858 12 2.579242 ## 462 #F8766D 1 4.156259000 0.9414352120 0.9414352120 49.87510800 12 2.579774 ## 463 #F8766D 1 4.144267286 0.9387189660 0.9387189660 49.73120743 12 2.580306 ## 464 #F8766D 1 4.131859557 0.9359084883 0.9359084883 49.58231468 12 2.580838 ## 465 #F8766D 1 4.119215549 0.9330444911 0.9330444911 49.43058659 12 2.581370 ## 466 #F8766D 1 4.106488052 0.9301615828 0.9301615828 49.27785663 12 2.581903 ## 467 #F8766D 1 4.093203553 0.9271525078 0.9271525078 49.11844264 12 2.582435 ## 468 #F8766D 1 4.079919054 0.9241434327 0.9241434327 48.95902865 12 2.582967 ## 469 #F8766D 1 4.066243531 0.9210457866 0.9210457866 48.79492237 12 2.583499 ## 470 #F8766D 1 4.052331313 0.9178945270 0.9178945270 48.62797576 12 2.584031 ## 471 #F8766D 1 4.038348174 0.9147272027 0.9147272027 48.46017808 12 2.584563 ## 472 #F8766D 1 4.023821956 0.9114368658 0.9114368658 48.28586348 12 2.585095 ## 473 #F8766D 1 4.009295739 0.9081465289 0.9081465289 48.11154887 12 2.585628 ## 474 #F8766D 1 3.994405054 0.9047736363 0.9047736363 47.93286065 12 2.586160 ## 475 #F8766D 1 3.979279471 0.9013475368 0.9013475368 47.75135365 12 2.586692 ## 476 #F8766D 1 3.964095113 0.8979081243 0.8979081243 47.56914136 12 2.587224 ## 477 #F8766D 1 3.948385682 0.8943497773 0.8943497773 47.38062818 12 2.587756 ## 478 #F8766D 1 3.932676251 0.8907914304 0.8907914304 47.19211501 12 2.588288 ## 479 #F8766D 1 3.916630165 0.8871568277 0.8871568277 46.99956198 12 2.588820 ## 480 #F8766D 1 3.900353256 0.8834699412 0.8834699412 46.80423907 12 2.589353 ## 481 #F8766D 1 3.884029118 0.8797723568 0.8797723568 46.60834942 12 2.589885 ## 482 #F8766D 1 3.867201917 0.8759608236 0.8759608236 46.40642301 12 2.590417 ## 483 #F8766D 1 3.850374716 0.8721492903 0.8721492903 46.20449660 12 2.590949 ## 484 #F8766D 1 3.833239615 0.8682680144 0.8682680144 45.99887538 12 2.591481 ## 485 #F8766D 1 3.815880086 0.8643359035 0.8643359035 45.79056104 12 2.592013 ## 486 #F8766D 1 3.798484099 0.8603955342 0.8603955342 45.58180919 12 2.592546 ## 487 #F8766D 1 3.780610947 0.8563470823 0.8563470823 45.36733136 12 2.593078 ## 488 #F8766D 1 3.762737794 0.8522986303 0.8522986303 45.15285353 12 2.593610 ## 489 #F8766D 1 3.744586117 0.8481870895 0.8481870895 44.93503340 12 2.594142 ## 490 #F8766D 1 3.726218742 0.8440266912 0.8440266912 44.71462491 12 2.594674 ## 491 #F8766D 1 3.707824747 0.8398602630 0.8398602630 44.49389697 12 2.595206 ## 492 #F8766D 1 3.688983208 0.8355924614 0.8355924614 44.26779849 12 2.595738 ## 493 #F8766D 1 3.670141668 0.8313246598 0.8313246598 44.04170002 12 2.596271 ## 494 #F8766D 1 3.651051286 0.8270004928 0.8270004928 43.81261543 12 2.596803 ## 495 #F8766D 1 3.631756250 0.8226299696 0.8226299696 43.58107500 12 2.597335 ## 496 #F8766D 1 3.612443361 0.8182554026 0.8182554026 43.34932034 12 2.597867 ## 497 #F8766D 1 3.592716063 0.8137869675 0.8137869675 43.11259275 12 2.598399 ## 498 #F8766D 1 3.572988764 0.8093185324 0.8093185324 42.87586517 12 2.598931 ## 499 #F8766D 1 3.553042303 0.8048004548 0.8048004548 42.63650763 12 2.599463 ## 500 #F8766D 1 3.532904495 0.8002390351 0.8002390351 42.39485393 12 2.599996 ## 501 #F8766D 1 3.512756413 0.7956752883 0.7956752883 42.15307696 12 2.600528 ## 502 #F8766D 1 3.492230319 0.7910259179 0.7910259179 41.90676383 12 2.601060 ## 503 #F8766D 1 3.471704225 0.7863765475 0.7863765475 41.66045070 12 2.601592 ## 504 #F8766D 1 3.450988351 0.7816841899 0.7816841899 41.41186021 12 2.602124 ## 505 #F8766D 1 3.430096617 0.7769519984 0.7769519984 41.16115941 12 2.602656 ## 506 #F8766D 1 3.409200904 0.7722189054 0.7722189054 40.91041085 12 2.603188 ## 507 #F8766D 1 3.387966550 0.7674091069 0.7674091069 40.65559860 12 2.603721 ## 508 #F8766D 1 3.366732196 0.7625993084 0.7625993084 40.40078636 12 2.604253 ## 509 #F8766D 1 3.345336864 0.7577530465 0.7577530465 40.14404236 12 2.604785 ## 510 #F8766D 1 3.323783231 0.7528709280 0.7528709280 39.88539877 12 2.605317 ## 511 #F8766D 1 3.302229598 0.7479888096 0.7479888096 39.62675518 12 2.605849 ## 512 #F8766D 1 3.280381254 0.7430399360 0.7430399360 39.36457505 12 2.606381 ## 513 #B79F00 2 1.390998810 0.3734432692 0.3734432692 13.90998810 10 2.033424 ## 514 #B79F00 2 1.402546555 0.3765435073 0.3765435073 14.02546555 10 2.034055 ## 515 #B79F00 2 1.414129424 0.3796531754 0.3796531754 14.14129424 10 2.034686 ## 516 #B79F00 2 1.425712294 0.3827628435 0.3827628435 14.25712294 10 2.035318 ## 517 #B79F00 2 1.437335146 0.3858832459 0.3858832459 14.37335146 10 2.035949 ## 518 #B79F00 2 1.448960523 0.3890043260 0.3890043260 14.48960523 10 2.036580 ## 519 #B79F00 2 1.460623005 0.3921353678 0.3921353678 14.60623005 10 2.037212 ## 520 #B79F00 2 1.472295222 0.3952690231 0.3952690231 14.72295222 10 2.037843 ## 521 #B79F00 2 1.484000607 0.3984115832 0.3984115832 14.84000607 10 2.038474 ## 522 #B79F00 2 1.495724348 0.4015590713 0.4015590713 14.95724348 10 2.039106 ## 523 #B79F00 2 1.507476089 0.4047140766 0.4047140766 15.07476089 10 2.039737 ## 524 #B79F00 2 1.519256360 0.4078767413 0.4078767413 15.19256360 10 2.040368 ## 525 #B79F00 2 1.531058074 0.4110451628 0.4110451628 15.31058074 10 2.041000 ## 526 #B79F00 2 1.542900161 0.4142244234 0.4142244234 15.42900161 10 2.041631 ## 527 #B79F00 2 1.554755613 0.4174072722 0.4174072722 15.54755613 10 2.042262 ## 528 #B79F00 2 1.566665048 0.4206046138 0.4206046138 15.66665048 10 2.042893 ## 529 #B79F00 2 1.578578139 0.4238029367 0.4238029367 15.78578139 10 2.043525 ## 530 #B79F00 2 1.590560654 0.4270198983 0.4270198983 15.90560654 10 2.044156 ## 531 #B79F00 2 1.602543170 0.4302368599 0.4302368599 16.02543170 10 2.044787 ## 532 #B79F00 2 1.614596884 0.4334729364 0.4334729364 16.14596884 10 2.045419 ## 533 #B79F00 2 1.626658370 0.4367110994 0.4367110994 16.26658370 10 2.046050 ## 534 #B79F00 2 1.638783854 0.4399664437 0.4399664437 16.38783854 10 2.046681 ## 535 #B79F00 2 1.650930311 0.4432274192 0.4432274192 16.50930311 10 2.047313 ## 536 #B79F00 2 1.663131820 0.4465031742 0.4465031742 16.63131820 10 2.047944 ## 537 #B79F00 2 1.675369313 0.4497885899 0.4497885899 16.75369313 10 2.048575 ## 538 #B79F00 2 1.687651116 0.4530859016 0.4530859016 16.87651116 10 2.049207 ## 539 #B79F00 2 1.699985718 0.4563973883 0.4563973883 16.99985718 10 2.049838 ## 540 #B79F00 2 1.712352074 0.4597174002 0.4597174002 17.12352074 10 2.050469 ## 541 #B79F00 2 1.724789820 0.4630565780 0.4630565780 17.24789820 10 2.051101 ## 542 #B79F00 2 1.737244958 0.4664004252 0.4664004252 17.37244958 10 2.051732 ## 543 #B79F00 2 1.749791789 0.4697688892 0.4697688892 17.49791789 10 2.052363 ## 544 #B79F00 2 1.762339884 0.4731376927 0.4731376927 17.62339884 10 2.052995 ## 545 #B79F00 2 1.775001594 0.4765369985 0.4765369985 17.75001594 10 2.053626 ## 546 #B79F00 2 1.787663304 0.4799363043 0.4799363043 17.87663304 10 2.054257 ## 547 #B79F00 2 1.800428929 0.4833635085 0.4833635085 18.00428929 10 2.054888 ## 548 #B79F00 2 1.813211110 0.4867951574 0.4867951574 18.13211110 10 2.055520 ## 549 #B79F00 2 1.826083136 0.4902509269 0.4902509269 18.26083136 10 2.056151 ## 550 #B79F00 2 1.838991124 0.4937163514 0.4937163514 18.38991124 10 2.056782 ## 551 #B79F00 2 1.851973126 0.4972016463 0.4972016463 18.51973126 10 2.057414 ## 552 #B79F00 2 1.865011945 0.5007021953 0.5007021953 18.65011945 10 2.058045 ## 553 #B79F00 2 1.878107303 0.5042179230 0.5042179230 18.78107303 10 2.058676 ## 554 #B79F00 2 1.891281613 0.5077548472 0.5077548472 18.91281613 10 2.059308 ## 555 #B79F00 2 1.904493489 0.5113018569 0.5113018569 19.04493489 10 2.059939 ## 556 #B79F00 2 1.917807528 0.5148762945 0.5148762945 19.17807528 10 2.060570 ## 557 #B79F00 2 1.931138848 0.5184553712 0.5184553712 19.31138848 10 2.061202 ## 558 #B79F00 2 1.944596384 0.5220683336 0.5220683336 19.44596384 10 2.061833 ## 559 #B79F00 2 1.958053920 0.5256812960 0.5256812960 19.58053920 10 2.062464 ## 560 #B79F00 2 1.971654088 0.5293325508 0.5293325508 19.71654088 10 2.063096 ## 561 #B79F00 2 1.985258366 0.5329849090 0.5329849090 19.85258366 10 2.063727 ## 562 #B79F00 2 1.998985694 0.5366703028 0.5366703028 19.98985694 10 2.064358 ## 563 #B79F00 2 2.012739385 0.5403627741 0.5403627741 20.12739385 10 2.064990 ## 564 #B79F00 2 2.026595334 0.5440826989 0.5440826989 20.26595334 10 2.065621 ## 565 #B79F00 2 2.040500490 0.5478158342 0.5478158342 20.40500490 10 2.066252 ## 566 #B79F00 2 2.054486152 0.5515705832 0.5515705832 20.54486152 10 2.066883 ## 567 #B79F00 2 2.068544159 0.5553447547 0.5553447547 20.68544159 10 2.067515 ## 568 #B79F00 2 2.082660241 0.5591345179 0.5591345179 20.82660241 10 2.068146 ## 569 #B79F00 2 2.096871779 0.5629499079 0.5629499079 20.96871779 10 2.068777 ## 570 #B79F00 2 2.111118587 0.5667747672 0.5667747672 21.11118587 10 2.069409 ## 571 #B79F00 2 2.125483587 0.5706313574 0.5706313574 21.25483587 10 2.070040 ## 572 #B79F00 2 2.139861009 0.5744912829 0.5744912829 21.39861009 10 2.070671 ## 573 #B79F00 2 2.154378620 0.5783888447 0.5783888447 21.54378620 10 2.071303 ## 574 #B79F00 2 2.168896230 0.5822864065 0.5822864065 21.68896230 10 2.071934 ## 575 #B79F00 2 2.183554667 0.5862217762 0.5862217762 21.83554667 10 2.072565 ## 576 #B79F00 2 2.198223220 0.5901598620 0.5901598620 21.98223220 10 2.073197 ## 577 #B79F00 2 2.213008225 0.5941292115 0.5941292115 22.13008225 10 2.073828 ## 578 #B79F00 2 2.227825210 0.5981071468 0.5981071468 22.27825210 10 2.074459 ## 579 #B79F00 2 2.242734463 0.6021098534 0.6021098534 22.42734463 10 2.075091 ## 580 #B79F00 2 2.257696497 0.6061267303 0.6061267303 22.57696497 10 2.075722 ## 581 #B79F00 2 2.272727186 0.6101620389 0.6101620389 22.72727186 10 2.076353 ## 582 #B79F00 2 2.287829996 0.6142167102 0.6142167102 22.87829996 10 2.076985 ## 583 #B79F00 2 2.302978809 0.6182837318 0.6182837318 23.02978809 10 2.077616 ## 584 #B79F00 2 2.318217217 0.6223748071 0.6223748071 23.18217217 10 2.078247 ## 585 #B79F00 2 2.333480337 0.6264725168 0.6264725168 23.33480337 10 2.078878 ## 586 #B79F00 2 2.348848244 0.6305983590 0.6305983590 23.48848244 10 2.079510 ## 587 #B79F00 2 2.364221344 0.6347255952 0.6347255952 23.64221344 10 2.080141 ## 588 #B79F00 2 2.379711728 0.6388843189 0.6388843189 23.79711728 10 2.080772 ## 589 #B79F00 2 2.395202112 0.6430430426 0.6430430426 23.95202112 10 2.081404 ## 590 #B79F00 2 2.410794878 0.6472292529 0.6472292529 24.10794878 10 2.082035 ## 591 #B79F00 2 2.426399788 0.6514187235 0.6514187235 24.26399788 10 2.082666 ## 592 #B79F00 2 2.442083464 0.6556293405 0.6556293405 24.42083464 10 2.083298 ## 593 #B79F00 2 2.457794025 0.6598471754 0.6598471754 24.57794025 10 2.083929 ## 594 #B79F00 2 2.473561824 0.6640803768 0.6640803768 24.73561824 10 2.084560 ## 595 #B79F00 2 2.489368244 0.6683239471 0.6683239471 24.89368244 10 2.085192 ## 596 #B79F00 2 2.505212874 0.6725777757 0.6725777757 25.05212874 10 2.085823 ## 597 #B79F00 2 2.521104458 0.6768442100 0.6768442100 25.21104458 10 2.086454 ## 598 #B79F00 2 2.537018134 0.6811165754 0.6811165754 25.37018134 10 2.087086 ## 599 #B79F00 2 2.552983301 0.6854027645 0.6854027645 25.52983301 10 2.087717 ## 600 #B79F00 2 2.568957749 0.6896914455 0.6896914455 25.68957749 10 2.088348 ## 601 #B79F00 2 2.584984054 0.6939940487 0.6939940487 25.84984054 10 2.088979 ## 602 #B79F00 2 2.601010522 0.6982966954 0.6982966954 26.01010522 10 2.089611 ## 603 #B79F00 2 2.617084689 0.7026121481 0.7026121481 26.17084689 10 2.090242 ## 604 #B79F00 2 2.633158856 0.7069276008 0.7069276008 26.33158856 10 2.090873 ## 605 #B79F00 2 2.649261906 0.7112508075 0.7112508075 26.49261906 10 2.091505 ## 606 #B79F00 2 2.665369856 0.7155753299 0.7155753299 26.65369856 10 2.092136 ## 607 #B79F00 2 2.681491187 0.7199034447 0.7199034447 26.81491187 10 2.092767 ## 608 #B79F00 2 2.697618077 0.7242330519 0.7242330519 26.97618077 10 2.093399 ## 609 #B79F00 2 2.713746851 0.7285631650 0.7285631650 27.13746851 10 2.094030 ## 610 #B79F00 2 2.729877117 0.7328936788 0.7328936788 27.29877117 10 2.094661 ## 611 #B79F00 2 2.746002116 0.7372227782 0.7372227782 27.46002116 10 2.095293 ## 612 #B79F00 2 2.762119522 0.7415498394 0.7415498394 27.62119522 10 2.095924 ## 613 #B79F00 2 2.778229165 0.7458748163 0.7458748163 27.78229165 10 2.096555 ## 614 #B79F00 2 2.794316852 0.7501938986 0.7501938986 27.94316852 10 2.097187 ## 615 #B79F00 2 2.810399222 0.7545115533 0.7545115533 28.10399222 10 2.097818 ## 616 #B79F00 2 2.826439763 0.7588179785 0.7588179785 28.26439763 10 2.098449 ## 617 #B79F00 2 2.842480304 0.7631244036 0.7631244036 28.42480304 10 2.099081 ## 618 #B79F00 2 2.858458086 0.7674139794 0.7674139794 28.58458086 10 2.099712 ## 619 #B79F00 2 2.874433548 0.7717029326 0.7717029326 28.74433548 10 2.100343 ## 620 #B79F00 2 2.890340914 0.7759736040 0.7759736040 28.90340914 10 2.100974 ## 621 #B79F00 2 2.906232918 0.7802401511 0.7802401511 29.06232918 10 2.101606 ## 622 #B79F00 2 2.922056694 0.7844883809 0.7844883809 29.22056694 10 2.102237 ## 623 #B79F00 2 2.937846483 0.7887274864 0.7887274864 29.37846483 10 2.102868 ## 624 #B79F00 2 2.953573319 0.7929496906 0.7929496906 29.53573319 10 2.103500 ## 625 #B79F00 2 2.969241828 0.7971562355 0.7971562355 29.69241828 10 2.104131 ## 626 #B79F00 2 2.984858229 0.8013487912 0.8013487912 29.84858229 10 2.104762 ## 627 #B79F00 2 3.000386151 0.8055175928 0.8055175928 30.00386151 10 2.105394 ## 628 #B79F00 2 3.015878508 0.8096768460 0.8096768460 30.15878508 10 2.106025 ## 629 #B79F00 2 3.031246375 0.8138026774 0.8138026774 30.31246375 10 2.106656 ## 630 #B79F00 2 3.046600991 0.8179249511 0.8179249511 30.46600991 10 2.107288 ## 631 #B79F00 2 3.061789245 0.8220025616 0.8220025616 30.61789245 10 2.107919 ## 632 #B79F00 2 3.076977499 0.8260801721 0.8260801721 30.76977499 10 2.108550 ## 633 #B79F00 2 3.091981441 0.8301082998 0.8301082998 30.91981441 10 2.109182 ## 634 #B79F00 2 3.106970512 0.8341324355 0.8341324355 31.06970512 10 2.109813 ## 635 #B79F00 2 3.121789683 0.8381109576 0.8381109576 31.21789683 10 2.110444 ## 636 #B79F00 2 3.136560068 0.8420763822 0.8420763822 31.36560068 10 2.111076 ## 637 #B79F00 2 3.151180845 0.8460016412 0.8460016412 31.51180845 10 2.111707 ## 638 #B79F00 2 3.165713184 0.8499031573 0.8499031573 31.65713184 10 2.112338 ## 639 #B79F00 2 3.180122061 0.8537715273 0.8537715273 31.80122061 10 2.112969 ## 640 #B79F00 2 3.194397216 0.8576039971 0.8576039971 31.94397216 10 2.113601 ## 641 #B79F00 2 3.208580837 0.8614118923 0.8614118923 32.08580837 10 2.114232 ## 642 #B79F00 2 3.222579973 0.8651702587 0.8651702587 32.22579973 10 2.114863 ## 643 #B79F00 2 3.236525163 0.8689141419 0.8689141419 32.36525163 10 2.115495 ## 644 #B79F00 2 3.250229820 0.8725934492 0.8725934492 32.50229820 10 2.116126 ## 645 #B79F00 2 3.263923614 0.8762698400 0.8762698400 32.63923614 10 2.116757 ## 646 #B79F00 2 3.277315788 0.8798652544 0.8798652544 32.77315788 10 2.117389 ## 647 #B79F00 2 3.290707962 0.8834606687 0.8834606687 32.90707962 10 2.118020 ## 648 #B79F00 2 3.303807679 0.8869775671 0.8869775671 33.03807679 10 2.118651 ## 649 #B79F00 2 3.316869892 0.8904843963 0.8904843963 33.16869892 10 2.119283 ## 650 #B79F00 2 3.329676170 0.8939225146 0.8939225146 33.29676170 10 2.119914 ## 651 #B79F00 2 3.342391543 0.8973362273 0.8973362273 33.42391543 10 2.120545 ## 652 #B79F00 2 3.354892908 0.9006924853 0.9006924853 33.54892908 10 2.121177 ## 653 #B79F00 2 3.367245232 0.9040087298 0.9040087298 33.67245232 10 2.121808 ## 654 #B79F00 2 3.379430611 0.9072801545 0.9072801545 33.79430611 10 2.122439 ## 655 #B79F00 2 3.391404412 0.9104947763 0.9104947763 33.91404412 10 2.123071 ## 656 #B79F00 2 3.403263157 0.9136785093 0.9136785093 34.03263157 10 2.123702 ## 657 #B79F00 2 3.414843757 0.9167875681 0.9167875681 34.14843757 10 2.124333 ## 658 #B79F00 2 3.426365673 0.9198808719 0.9198808719 34.26365673 10 2.124964 ## 659 #B79F00 2 3.437539252 0.9228806571 0.9228806571 34.37539252 10 2.125596 ## 660 #B79F00 2 3.448712830 0.9258804424 0.9258804424 34.48712830 10 2.126227 ## 661 #B79F00 2 3.459468263 0.9287679674 0.9287679674 34.59468263 10 2.126858 ## 662 #B79F00 2 3.470221910 0.9316550132 0.9316550132 34.70221910 10 2.127490 ## 663 #B79F00 2 3.480609617 0.9344438144 0.9344438144 34.80609617 10 2.128121 ## 664 #B79F00 2 3.490931383 0.9372149126 0.9372149126 34.90931383 10 2.128752 ## 665 #B79F00 2 3.500943665 0.9399029229 0.9399029229 35.00943665 10 2.129384 ## 666 #B79F00 2 3.510822607 0.9425551353 0.9425551353 35.10822607 10 2.130015 ## 667 #B79F00 2 3.520452343 0.9451404433 0.9451404433 35.20452343 10 2.130646 ## 668 #B79F00 2 3.529878561 0.9476711123 0.9476711123 35.29878561 10 2.131278 ## 669 #B79F00 2 3.539119226 0.9501519657 0.9501519657 35.39119226 10 2.131909 ## 670 #B79F00 2 3.548083900 0.9525587234 0.9525587234 35.48083900 10 2.132540 ## 671 #B79F00 2 3.556929573 0.9549335328 0.9549335328 35.56929573 10 2.133172 ## 672 #B79F00 2 3.565424991 0.9572143088 0.9572143088 35.65424991 10 2.133803 ## 673 #B79F00 2 3.573870368 0.9594816501 0.9594816501 35.73870368 10 2.134434 ## 674 #B79F00 2 3.581889948 0.9616346773 0.9616346773 35.81889948 10 2.135066 ## 675 #B79F00 2 3.589909528 0.9637877044 0.9637877044 35.89909528 10 2.135697 ## 676 #B79F00 2 3.597468657 0.9658171137 0.9658171137 35.97468657 10 2.136328 ## 677 #B79F00 2 3.605006963 0.9678409326 0.9678409326 36.05006963 10 2.136959 ## 678 #B79F00 2 3.612152795 0.9697593835 0.9697593835 36.12152795 10 2.137591 ## 679 #B79F00 2 3.619205548 0.9716528454 0.9716528454 36.19205548 10 2.138222 ## 680 #B79F00 2 3.625935840 0.9734597356 0.9734597356 36.25935840 10 2.138853 ## 681 #B79F00 2 3.632499921 0.9752220030 0.9752220030 36.32499921 10 2.139485 ## 682 #B79F00 2 3.638813072 0.9769169028 0.9769169028 36.38813072 10 2.140116 ## 683 #B79F00 2 3.644886520 0.9785474493 0.9785474493 36.44886520 10 2.140747 ## 684 #B79F00 2 3.650781567 0.9801301005 0.9801301005 36.50781567 10 2.141379 ## 685 #B79F00 2 3.656363570 0.9816287080 0.9816287080 36.56363570 10 2.142010 ## 686 #B79F00 2 3.661840187 0.9830990224 0.9830990224 36.61840187 10 2.142641 ## 687 #B79F00 2 3.666931065 0.9844657772 0.9844657772 36.66931065 10 2.143273 ## 688 #B79F00 2 3.671989551 0.9858238354 0.9858238354 36.71989551 10 2.143904 ## 689 #B79F00 2 3.676590739 0.9870591226 0.9870591226 36.76590739 10 2.144535 ## 690 #B79F00 2 3.681191928 0.9882944098 0.9882944098 36.81191928 10 2.145167 ## 691 #B79F00 2 3.685346031 0.9894096672 0.9894096672 36.85346031 10 2.145798 ## 692 #B79F00 2 3.689460049 0.9905141631 0.9905141631 36.89460049 10 2.146429 ## 693 #B79F00 2 3.693202040 0.9915187802 0.9915187802 36.93202040 10 2.147061 ## 694 #B79F00 2 3.696832459 0.9924934436 0.9924934436 36.96832459 10 2.147692 ## 695 #B79F00 2 3.700165478 0.9933882635 0.9933882635 37.00165478 10 2.148323 ## 696 #B79F00 2 3.703316882 0.9942343251 0.9942343251 37.03316882 10 2.148954 ## 697 #B79F00 2 3.706244610 0.9950203360 0.9950203360 37.06244610 10 2.149586 ## 698 #B79F00 2 3.708922553 0.9957392868 0.9957392868 37.08922553 10 2.150217 ## 699 #B79F00 2 3.711449192 0.9964176170 0.9964176170 37.11449192 10 2.150848 ## 700 #B79F00 2 3.713660146 0.9970111946 0.9970111946 37.13660146 10 2.151480 ## 701 #B79F00 2 3.715790400 0.9975831068 0.9975831068 37.15790400 10 2.152111 ## 702 #B79F00 2 3.717541703 0.9980532814 0.9980532814 37.17541703 10 2.152742 ## 703 #B79F00 2 3.719280754 0.9985201667 0.9985201667 37.19280754 10 2.153374 ## 704 #B79F00 2 3.720580551 0.9988691249 0.9988691249 37.20580551 10 2.154005 ## 705 #B79F00 2 3.721880349 0.9992180832 0.9992180832 37.21880349 10 2.154636 ## 706 #B79F00 2 3.722791217 0.9994626253 0.9994626253 37.22791217 10 2.155268 ## 707 #B79F00 2 3.723648399 0.9996927539 0.9996927539 37.23648399 10 2.155899 ## 708 #B79F00 2 3.724189337 0.9998379803 0.9998379803 37.24189337 10 2.156530 ## 709 #B79F00 2 3.724613471 0.9999518482 0.9999518482 37.24613471 10 2.157162 ## 710 #B79F00 2 3.724791562 0.9999996604 0.9999996604 37.24791562 10 2.157793 ## 711 #B79F00 2 3.724792827 1.0000000000 1.0000000000 37.24792827 10 2.158424 ## 712 #B79F00 2 3.724615459 0.9999523820 0.9999523820 37.24615459 10 2.159055 ## 713 #B79F00 2 3.724204571 0.9998420703 0.9998420703 37.24204571 10 2.159687 ## 714 #B79F00 2 3.723679413 0.9997010805 0.9997010805 37.23679413 10 2.160318 ## 715 #B79F00 2 3.722867553 0.9994831193 0.9994831193 37.22867553 10 2.160949 ## 716 #B79F00 2 3.722002519 0.9992508825 0.9992508825 37.22002519 10 2.161581 ## 717 #B79F00 2 3.720801256 0.9989283778 0.9989283778 37.20801256 10 2.162212 ## 718 #B79F00 2 3.719599993 0.9986058732 0.9986058732 37.19599993 10 2.162843 ## 719 #B79F00 2 3.718025695 0.9981832192 0.9981832192 37.18025695 10 2.163475 ## 720 #B79F00 2 3.716446912 0.9977593613 0.9977593613 37.16446912 10 2.164106 ## 721 #B79F00 2 3.714561305 0.9972531300 0.9972531300 37.14561305 10 2.164737 ## 722 #B79F00 2 3.712617121 0.9967311724 0.9967311724 37.12617121 10 2.165369 ## 723 #B79F00 2 3.710428838 0.9961436811 0.9961436811 37.10428838 10 2.166000 ## 724 #B79F00 2 3.708131531 0.9955269202 0.9955269202 37.08131531 10 2.166631 ## 725 #B79F00 2 3.705649250 0.9948604989 0.9948604989 37.05649250 10 2.167263 ## 726 #B79F00 2 3.703011183 0.9941522535 0.9941522535 37.03011183 10 2.167894 ## 727 #B79F00 2 3.700243599 0.9934092367 0.9934092367 37.00243599 10 2.168525 ## 728 #B79F00 2 3.697277142 0.9926128281 0.9926128281 36.97277142 10 2.169157 ## 729 #B79F00 2 3.694232938 0.9917955467 0.9917955467 36.94232938 10 2.169788 ## 730 #B79F00 2 3.690950397 0.9909142786 0.9909142786 36.90950397 10 2.170419 ## 731 #B79F00 2 3.687638213 0.9900250522 0.9900250522 36.87638213 10 2.171050 ## 732 #B79F00 2 3.684051758 0.9890621919 0.9890621919 36.84051758 10 2.171682 ## 733 #B79F00 2 3.680465303 0.9880993317 0.9880993317 36.80465303 10 2.172313 ## 734 #B79F00 2 3.676601759 0.9870620811 0.9870620811 36.76601759 10 2.172944 ## 735 #B79F00 2 3.672723357 0.9860208415 0.9860208415 36.72723357 10 2.173576 ## 736 #B79F00 2 3.668620567 0.9849193599 0.9849193599 36.68620567 10 2.174207 ## 737 #B79F00 2 3.664461916 0.9838028815 0.9838028815 36.64461916 10 2.174838 ## 738 #B79F00 2 3.660127888 0.9826393194 0.9826393194 36.60127888 10 2.175470 ## 739 #B79F00 2 3.655700355 0.9814506539 0.9814506539 36.55700355 10 2.176101 ## 740 #B79F00 2 3.651142888 0.9802271047 0.9802271047 36.51142888 10 2.176732 ## 741 #B79F00 2 3.646457454 0.9789692000 0.9789692000 36.46457454 10 2.177364 ## 742 #B79F00 2 3.641684111 0.9776876944 0.9776876944 36.41684111 10 2.177995 ## 743 #B79F00 2 3.636751315 0.9763633801 0.9763633801 36.36751315 10 2.178626 ## 744 #B79F00 2 3.631769406 0.9750258807 0.9750258807 36.31769406 10 2.179258 ## 745 #B79F00 2 3.626599300 0.9736378554 0.9736378554 36.26599300 10 2.179889 ## 746 #B79F00 2 3.621415862 0.9722462512 0.9722462512 36.21415862 10 2.180520 ## 747 #B79F00 2 3.616017966 0.9707970709 0.9707970709 36.16017966 10 2.181152 ## 748 #B79F00 2 3.610620069 0.9693478906 0.9693478906 36.10620069 10 2.181783 ## 749 #B79F00 2 3.605023011 0.9678452411 0.9678452411 36.05023011 10 2.182414 ## 750 #B79F00 2 3.599406278 0.9663373093 0.9663373093 35.99406278 10 2.183045 ## 751 #B79F00 2 3.593629227 0.9647863370 0.9647863370 35.93629227 10 2.183677 ## 752 #B79F00 2 3.587802010 0.9632218964 0.9632218964 35.87802010 10 2.184308 ## 753 #B79F00 2 3.581850458 0.9616240753 0.9616240753 35.81850458 10 2.184939 ## 754 #B79F00 2 3.575820485 0.9600052007 0.9600052007 35.75820485 10 2.185571 ## 755 #B79F00 2 3.569699565 0.9583619093 0.9583619093 35.69699565 10 2.186202 ## 756 #B79F00 2 3.563473922 0.9566905026 0.9566905026 35.63473922 10 2.186833 ## 757 #B79F00 2 3.557188407 0.9550030224 0.9550030224 35.57188407 10 2.187465 ## 758 #B79F00 2 3.550773520 0.9532808091 0.9532808091 35.50773520 10 2.188096 ## 759 #B79F00 2 3.544327818 0.9515503233 0.9515503233 35.44327818 10 2.188727 ## 760 #B79F00 2 3.537729450 0.9497788506 0.9497788506 35.37729450 10 2.189359 ## 761 #B79F00 2 3.531127601 0.9480064437 0.9480064437 35.31127601 10 2.189990 ## 762 #B79F00 2 3.524350850 0.9461870804 0.9461870804 35.24350850 10 2.190621 ## 763 #B79F00 2 3.517574099 0.9443677171 0.9443677171 35.17574099 10 2.191253 ## 764 #B79F00 2 3.510645830 0.9425076758 0.9425076758 35.10645830 10 2.191884 ## 765 #B79F00 2 3.503695136 0.9406416139 0.9406416139 35.03695136 10 2.192515 ## 766 #B79F00 2 3.496621485 0.9387425415 0.9387425415 34.96621485 10 2.193147 ## 767 #B79F00 2 3.489500642 0.9368307996 0.9368307996 34.89500642 10 2.193778 ## 768 #B79F00 2 3.482283915 0.9348933154 0.9348933154 34.82283915 10 2.194409 ## 769 #B79F00 2 3.474996089 0.9329367432 0.9329367432 34.74996089 10 2.195040 ## 770 #B79F00 2 3.467638254 0.9309613757 0.9309613757 34.67638254 10 2.195672 ## 771 #B79F00 2 3.460186006 0.9289606609 0.9289606609 34.60186006 10 2.196303 ## 772 #B79F00 2 3.452688706 0.9269478510 0.9269478510 34.52688706 10 2.196934 ## 773 #B79F00 2 3.445074024 0.9249035273 0.9249035273 34.45074024 10 2.197566 ## 774 #B79F00 2 3.437438587 0.9228536315 0.9228536315 34.37438587 10 2.198197 ## 775 #B79F00 2 3.429662918 0.9207660877 0.9207660877 34.29662918 10 2.198828 ## 776 #B79F00 2 3.421887250 0.9186785439 0.9186785439 34.21887250 10 2.199460 ## 777 #B79F00 2 3.413954669 0.9165488735 0.9165488735 34.13954669 10 2.200091 ## 778 #B79F00 2 3.406018966 0.9144183649 0.9144183649 34.06018966 10 2.200722 ## 779 #B79F00 2 3.397950519 0.9122522182 0.9122522182 33.97950519 10 2.201354 ## 780 #B79F00 2 3.389855279 0.9100788785 0.9100788785 33.89855279 10 2.201985 ## 781 #B79F00 2 3.381651039 0.9078762757 0.9078762757 33.81651039 10 2.202616 ## 782 #B79F00 2 3.373396357 0.9056601304 0.9056601304 33.73396357 10 2.203248 ## 783 #B79F00 2 3.365056206 0.9034210392 0.9034210392 33.65056206 10 2.203879 ## 784 #B79F00 2 3.356641829 0.9011620202 0.9011620202 33.56641829 10 2.204510 ## 785 #B79F00 2 3.348165475 0.8988863625 0.8988863625 33.48165475 10 2.205142 ## 786 #B79F00 2 3.339590857 0.8965843235 0.8965843235 33.39590857 10 2.205773 ## 787 #B79F00 2 3.330977862 0.8942719815 0.8942719815 33.30977862 10 2.206404 ## 788 #B79F00 2 3.322242227 0.8919267142 0.8919267142 33.22242227 10 2.207035 ## 789 #B79F00 2 3.313492031 0.8895775376 0.8895775376 33.13492031 10 2.207667 ## 790 #B79F00 2 3.304594436 0.8871887888 0.8871887888 33.04594436 10 2.208298 ## 791 #B79F00 2 3.295696842 0.8848000400 0.8848000400 32.95696842 10 2.208929 ## 792 #B79F00 2 3.286645783 0.8823700902 0.8823700902 32.86645783 10 2.209561 ## 793 #B79F00 2 3.277585184 0.8799375794 0.8799375794 32.77585184 10 2.210192 ## 794 #B79F00 2 3.268394459 0.8774701335 0.8774701335 32.68394459 10 2.210823 ## 795 #B79F00 2 3.259169776 0.8749935709 0.8749935709 32.59169776 10 2.211455 ## 796 #B79F00 2 3.249838649 0.8724884308 0.8724884308 32.49838649 10 2.212086 ## 797 #B79F00 2 3.240448837 0.8699675358 0.8699675358 32.40448837 10 2.212717 ## 798 #B79F00 2 3.230976622 0.8674245179 0.8674245179 32.30976622 10 2.213349 ## 799 #B79F00 2 3.221420737 0.8648590371 0.8648590371 32.21420737 10 2.213980 ## 800 #B79F00 2 3.211806832 0.8622779794 0.8622779794 32.11806832 10 2.214611 ## 801 #B79F00 2 3.202084104 0.8596677057 0.8596677057 32.02084104 10 2.215243 ## 802 #B79F00 2 3.192328013 0.8570484753 0.8570484753 31.92328013 10 2.215874 ## 803 #B79F00 2 3.182437908 0.8543932660 0.8543932660 31.82437908 10 2.216505 ## 804 #B79F00 2 3.172539274 0.8517357666 0.8517357666 31.72539274 10 2.217136 ## 805 #B79F00 2 3.162481568 0.8490355611 0.8490355611 31.62481568 10 2.217768 ## 806 #B79F00 2 3.152423862 0.8463353557 0.8463353557 31.52423862 10 2.218399 ## 807 #B79F00 2 3.142215035 0.8435945785 0.8435945785 31.42215035 10 2.219030 ## 808 #B79F00 2 3.131989875 0.8408494165 0.8408494165 31.31989875 10 2.219662 ## 809 #B79F00 2 3.121638889 0.8380704738 0.8380704738 31.21638889 10 2.220293 ## 810 #B79F00 2 3.111246859 0.8352805118 0.8352805118 31.11246859 10 2.220924 ## 811 #B79F00 2 3.100754425 0.8324635944 0.8324635944 31.00754425 10 2.221556 ## 812 #B79F00 2 3.090196604 0.8296291223 0.8296291223 30.90196604 10 2.222187 ## 813 #B79F00 2 3.079563734 0.8267745020 0.8267745020 30.79563734 10 2.222818 ## 814 #B79F00 2 3.068841756 0.8238959585 0.8238959585 30.68841756 10 2.223450 ## 815 #B79F00 2 3.058069788 0.8210039941 0.8210039941 30.58069788 10 2.224081 ## 816 #B79F00 2 3.047185895 0.8180819811 0.8180819811 30.47185895 10 2.224712 ## 817 #B79F00 2 3.036276510 0.8151531243 0.8151531243 30.36276510 10 2.225344 ## 818 #B79F00 2 3.025233602 0.8121884203 0.8121884203 30.25233602 10 2.225975 ## 819 #B79F00 2 3.014188848 0.8092232207 0.8092232207 30.14188848 10 2.226606 ## 820 #B79F00 2 3.002990527 0.8062167930 0.8062167930 30.02990527 10 2.227238 ## 821 #B79F00 2 2.991792207 0.8032103654 0.8032103654 29.91792207 10 2.227869 ## 822 #B79F00 2 2.980463450 0.8001689192 0.8001689192 29.80463450 10 2.228500 ## 823 #B79F00 2 2.969114065 0.7971219349 0.7971219349 29.69114065 10 2.229131 ## 824 #B79F00 2 2.957660330 0.7940469357 0.7940469357 29.57660330 10 2.229763 ## 825 #B79F00 2 2.946165005 0.7909607707 0.7909607707 29.46165005 10 2.230394 ## 826 #B79F00 2 2.934590354 0.7878533090 0.7878533090 29.34590354 10 2.231025 ## 827 #B79F00 2 2.922955022 0.7847295563 0.7847295563 29.22955022 10 2.231657 ## 828 #B79F00 2 2.911263975 0.7815908455 0.7815908455 29.11263975 10 2.232288 ## 829 #B79F00 2 2.899495402 0.7784313215 0.7784313215 28.99495402 10 2.232919 ## 830 #B79F00 2 2.887692945 0.7752627003 0.7752627003 28.87692945 10 2.233551 ## 831 #B79F00 2 2.875798746 0.7720694492 0.7720694492 28.75798746 10 2.234182 ## 832 #B79F00 2 2.863890338 0.7688723832 0.7688723832 28.63890338 10 2.234813 ## 833 #B79F00 2 2.851878988 0.7656476805 0.7656476805 28.51878988 10 2.235445 ## 834 #B79F00 2 2.839867639 0.7624229778 0.7624229778 28.39867639 10 2.236076 ## 835 #B79F00 2 2.827751405 0.7591701166 0.7591701166 28.27751405 10 2.236707 ## 836 #B79F00 2 2.815632245 0.7559164701 0.7559164701 28.15632245 10 2.237339 ## 837 #B79F00 2 2.803432617 0.7526412198 0.7526412198 28.03432617 10 2.237970 ## 838 #B79F00 2 2.791215852 0.7493613690 0.7493613690 27.91215852 10 2.238601 ## 839 #B79F00 2 2.778940581 0.7460658111 0.7460658111 27.78940581 10 2.239233 ## 840 #B79F00 2 2.766637270 0.7427627251 0.7427627251 27.66637270 10 2.239864 ## 841 #B79F00 2 2.754294578 0.7394490663 0.7394490663 27.54294578 10 2.240495 ## 842 #B79F00 2 2.741916620 0.7361259397 0.7361259397 27.41916620 10 2.241126 ## 843 #B79F00 2 2.729515181 0.7327965093 0.7327965093 27.29515181 10 2.241758 ## 844 #B79F00 2 2.717075293 0.7294567563 0.7294567563 27.17075293 10 2.242389 ## 845 #B79F00 2 2.704624233 0.7261140039 0.7261140039 27.04624233 10 2.243020 ## 846 #B79F00 2 2.692135921 0.7227612505 0.7227612505 26.92135921 10 2.243652 ## 847 #B79F00 2 2.679644798 0.7194077423 0.7194077423 26.79644798 10 2.244283 ## 848 #B79F00 2 2.667122323 0.7160458171 0.7160458171 26.67122323 10 2.244914 ## 849 #B79F00 2 2.654599848 0.7126838918 0.7126838918 26.54599848 10 2.245546 ## 850 #B79F00 2 2.642059452 0.7093171554 0.7093171554 26.42059452 10 2.246177 ## 851 #B79F00 2 2.629517787 0.7059500782 0.7059500782 26.29517787 10 2.246808 ## 852 #B79F00 2 2.616973333 0.7025822522 0.7025822522 26.16973333 10 2.247440 ## 853 #B79F00 2 2.604428117 0.6992142217 0.6992142217 26.04428117 10 2.248071 ## 854 #B79F00 2 2.591890990 0.6958483628 0.6958483628 25.91890990 10 2.248702 ## 855 #B79F00 2 2.579358474 0.6924837417 0.6924837417 25.79358474 10 2.249334 ## 856 #B79F00 2 2.566840370 0.6891229902 0.6891229902 25.66840370 10 2.249965 ## 857 #B79F00 2 2.554337356 0.6857662895 0.6857662895 25.54337356 10 2.250596 ## 858 #B79F00 2 2.541850257 0.6824138618 0.6824138618 25.41850257 10 2.251228 ## 859 #B79F00 2 2.529394036 0.6790697237 0.6790697237 25.29394036 10 2.251859 ## 860 #B79F00 2 2.516950179 0.6757289053 0.6757289053 25.16950179 10 2.252490 ## 861 #B79F00 2 2.504558461 0.6724020844 0.6724020844 25.04558461 10 2.253121 ## 862 #B79F00 2 2.492170314 0.6690762224 0.6690762224 24.92170314 10 2.253753 ## 863 #B79F00 2 2.479861151 0.6657715653 0.6657715653 24.79861151 10 2.254384 ## 864 #B79F00 2 2.467551988 0.6624669082 0.6624669082 24.67551988 10 2.255015 ## 865 #B79F00 2 2.455333091 0.6591864851 0.6591864851 24.55333091 10 2.255647 ## 866 #B79F00 2 2.443124803 0.6559089101 0.6559089101 24.43124803 10 2.256278 ## 867 #B79F00 2 2.431005620 0.6526552570 0.6526552570 24.31005620 10 2.256909 ## 868 #B79F00 2 2.418916710 0.6494097315 0.6494097315 24.18916710 10 2.257541 ## 869 #B79F00 2 2.406910307 0.6461863569 0.6461863569 24.06910307 10 2.258172 ## 870 #B79F00 2 2.394959375 0.6429778747 0.6429778747 23.94959375 10 2.258803 ## 871 #B79F00 2 2.383078837 0.6397882910 0.6397882910 23.83078837 10 2.259435 ## 872 #B79F00 2 2.371284494 0.6366218484 0.6366218484 23.71284494 10 2.260066 ## 873 #B79F00 2 2.359542882 0.6334695623 0.6334695623 23.59542882 10 2.260697 ## 874 #B79F00 2 2.347923657 0.6303501338 0.6303501338 23.47923657 10 2.261329 ## 875 #B79F00 2 2.336333972 0.6272386360 0.6272386360 23.36333972 10 2.261960 ## 876 #B79F00 2 2.324908221 0.6241711498 0.6241711498 23.24908221 10 2.262591 ## 877 #B79F00 2 2.313483370 0.6211039050 0.6211039050 23.13483370 10 2.263223 ## 878 #B79F00 2 2.302269182 0.6180932173 0.6180932173 23.02269182 10 2.263854 ## 879 #B79F00 2 2.291054994 0.6150825296 0.6150825296 22.91054994 10 2.264485 ## 880 #B79F00 2 2.280037038 0.6121245244 0.6121245244 22.80037038 10 2.265116 ## 881 #B79F00 2 2.269052140 0.6091753946 0.6091753946 22.69052140 10 2.265748 ## 882 #B79F00 2 2.258241658 0.6062730904 0.6062730904 22.58241658 10 2.266379 ## 883 #B79F00 2 2.247503322 0.6033901554 0.6033901554 22.47503322 10 2.267010 ## 884 #B79F00 2 2.236912152 0.6005467299 0.6005467299 22.36912152 10 2.267642 ## 885 #B79F00 2 2.226437100 0.5977344791 0.5977344791 22.26437100 10 2.268273 ## 886 #B79F00 2 2.216076735 0.5949530183 0.5949530183 22.16076735 10 2.268904 ## 887 #B79F00 2 2.205881046 0.5922157684 0.5922157684 22.05881046 10 2.269536 ## 888 #B79F00 2 2.195762599 0.5894992558 0.5894992558 21.95762599 10 2.270167 ## 889 #B79F00 2 2.185861618 0.5868411265 0.5868411265 21.85861618 10 2.270798 ## 890 #B79F00 2 2.175995786 0.5841924337 0.5841924337 21.75995786 10 2.271430 ## 891 #B79F00 2 2.166404035 0.5816173237 0.5816173237 21.66404035 10 2.272061 ## 892 #B79F00 2 2.156812284 0.5790422136 0.5790422136 21.56812284 10 2.272692 ## 893 #B79F00 2 2.147532150 0.5765507641 0.5765507641 21.47532150 10 2.273324 ## 894 #B79F00 2 2.138263240 0.5740623277 0.5740623277 21.38263240 10 2.273955 ## 895 #B79F00 2 2.129268336 0.5716474540 0.5716474540 21.29268336 10 2.274586 ## 896 #B79F00 2 2.120334886 0.5692490791 0.5692490791 21.20334886 10 2.275218 ## 897 #B79F00 2 2.111633367 0.5669129708 0.5669129708 21.11633367 10 2.275849 ## 898 #B79F00 2 2.103046924 0.5646077572 0.5646077572 21.03046924 10 2.276480 ## 899 #B79F00 2 2.094646312 0.5623524338 0.5623524338 20.94646312 10 2.277111 ## 900 #B79F00 2 2.086417273 0.5601431732 0.5601431732 20.86417273 10 2.277743 ## 901 #B79F00 2 2.078324427 0.5579704761 0.5579704761 20.78324427 10 2.278374 ## 902 #B79F00 2 2.070461975 0.5558596332 0.5558596332 20.70461975 10 2.279005 ## 903 #B79F00 2 2.062683063 0.5537712186 0.5537712186 20.62683063 10 2.279637 ## 904 #B79F00 2 2.055195093 0.5517609136 0.5517609136 20.55195093 10 2.280268 ## 905 #B79F00 2 2.047735569 0.5497582453 0.5497582453 20.47735569 10 2.280899 ## 906 #B79F00 2 2.040628635 0.5478502377 0.5478502377 20.40628635 10 2.281531 ## 907 #B79F00 2 2.033521702 0.5459422301 0.5459422301 20.33521702 10 2.282162 ## 908 #B79F00 2 2.026772471 0.5441302551 0.5441302551 20.26772471 10 2.282793 ## 909 #B79F00 2 2.020051732 0.5423259296 0.5423259296 20.20051732 10 2.283425 ## 910 #B79F00 2 2.013634261 0.5406030226 0.5406030226 20.13634261 10 2.284056 ## 911 #B79F00 2 2.007303430 0.5389033763 0.5389033763 20.07303430 10 2.284687 ## 912 #B79F00 2 2.001219396 0.5372699877 0.5372699877 20.01219396 10 2.285319 ## 913 #B79F00 2 1.995280704 0.5356756192 0.5356756192 19.95280704 10 2.285950 ## 914 #B79F00 2 1.989530945 0.5341319740 0.5341319740 19.89530945 10 2.286581 ## 915 #B79F00 2 1.983985104 0.5326430747 0.5326430747 19.83985104 10 2.287212 ## 916 #B79F00 2 1.978569608 0.5311891696 0.5311891696 19.78569608 10 2.287844 ## 917 #B79F00 2 1.973415787 0.5298055163 0.5298055163 19.73415787 10 2.288475 ## 918 #B79F00 2 1.968333683 0.5284411173 0.5284411173 19.68333683 10 2.289106 ## 919 #B79F00 2 1.963569488 0.5271620676 0.5271620676 19.63569488 10 2.289738 ## 920 #B79F00 2 1.958819037 0.5258867079 0.5258867079 19.58819037 10 2.290369 ## 921 #B79F00 2 1.954440503 0.5247111972 0.5247111972 19.54440503 10 2.291000 ## 922 #B79F00 2 1.950061969 0.5235356864 0.5235356864 19.50061969 10 2.291632 ## 923 #B79F00 2 1.946020680 0.5224507161 0.5224507161 19.46020680 10 2.292263 ## 924 #B79F00 2 1.942022265 0.5213772564 0.5213772564 19.42022265 10 2.292894 ## 925 #B79F00 2 1.938299418 0.5203777788 0.5203777788 19.38299418 10 2.293526 ## 926 #B79F00 2 1.934674009 0.5194044605 0.5194044605 19.34674009 10 2.294157 ## 927 #B79F00 2 1.931263683 0.5184888859 0.5184888859 19.31263683 10 2.294788 ## 928 #B79F00 2 1.928002608 0.5176133808 0.5176133808 19.28002608 10 2.295420 ## 929 #B79F00 2 1.924898026 0.5167798896 0.5167798896 19.24898026 10 2.296051 ## 930 #B79F00 2 1.921991075 0.5159994568 0.5159994568 19.21991075 10 2.296682 ## 931 #B79F00 2 1.919184615 0.5152460028 0.5152460028 19.19184615 10 2.297314 ## 932 #B79F00 2 1.916620070 0.5145574960 0.5145574960 19.16620070 10 2.297945 ## 933 #B79F00 2 1.914103278 0.5138818096 0.5138818096 19.14103278 10 2.298576 ## 934 #B79F00 2 1.911867945 0.5132816868 0.5132816868 19.11867945 10 2.299207 ## 935 #B79F00 2 1.909632612 0.5126815641 0.5126815641 19.09632612 10 2.299839 ## 936 #B79F00 2 1.907710807 0.5121656146 0.5121656146 19.07710807 10 2.300470 ## 937 #B79F00 2 1.905790065 0.5116499503 0.5116499503 19.05790065 10 2.301101 ## 938 #B79F00 2 1.904122584 0.5112022796 0.5112022796 19.04122584 10 2.301733 ## 939 #B79F00 2 1.902500431 0.5107667781 0.5107667781 19.02500431 10 2.302364 ## 940 #B79F00 2 1.901075100 0.5103841175 0.5103841175 19.01075100 10 2.302995 ## 941 #B79F00 2 1.899734216 0.5100241288 0.5100241288 18.99734216 10 2.303627 ## 942 #B79F00 2 1.898538164 0.5097030231 0.5097030231 18.98538164 10 2.304258 ## 943 #B79F00 2 1.897459975 0.5094135602 0.5094135602 18.97459975 10 2.304889 ## 944 #B79F00 2 1.896479665 0.5091503750 0.5091503750 18.96479665 10 2.305521 ## 945 #B79F00 2 1.895644411 0.5089261335 0.5089261335 18.95644411 10 2.306152 ## 946 #B79F00 2 1.894865669 0.5087170635 0.5087170635 18.94865669 10 2.306783 ## 947 #B79F00 2 1.894252489 0.5085524423 0.5085524423 18.94252489 10 2.307415 ## 948 #B79F00 2 1.893660537 0.5083935202 0.5083935202 18.93660537 10 2.308046 ## 949 #B79F00 2 1.893247547 0.5082826441 0.5082826441 18.93247547 10 2.308677 ## 950 #B79F00 2 1.892834557 0.5081717681 0.5081717681 18.92834557 10 2.309309 ## 951 #B79F00 2 1.892591422 0.5081064934 0.5081064934 18.92591422 10 2.309940 ## 952 #B79F00 2 1.892355806 0.5080432374 0.5080432374 18.92355806 10 2.310571 ## 953 #B79F00 2 1.892244580 0.5080133762 0.5080133762 18.92244580 10 2.311202 ## 954 #B79F00 2 1.892162686 0.5079913903 0.5079913903 18.92162686 10 2.311834 ## 955 #B79F00 2 1.892166249 0.5079923467 0.5079923467 18.92166249 10 2.312465 ## 956 #B79F00 2 1.892213688 0.5080050826 0.5080050826 18.92213688 10 2.313096 ## 957 #B79F00 2 1.892314564 0.5080321649 0.5080321649 18.92314564 10 2.313728 ## 958 #B79F00 2 1.892466308 0.5080729038 0.5080729038 18.92466308 10 2.314359 ## 959 #B79F00 2 1.892646707 0.5081213360 0.5081213360 18.92646707 10 2.314990 ## 960 #B79F00 2 1.892877201 0.5081832168 0.5081832168 18.92877201 10 2.315622 ## 961 #B79F00 2 1.893119064 0.5082481501 0.5082481501 18.93119064 10 2.316253 ## 962 #B79F00 2 1.893402329 0.5083241987 0.5083241987 18.93402329 10 2.316884 ## 963 #B79F00 2 1.893687370 0.5084007239 0.5084007239 18.93687370 10 2.317516 ## 964 #B79F00 2 1.893997121 0.5084838832 0.5084838832 18.93997121 10 2.318147 ## 965 #B79F00 2 1.894306872 0.5085670425 0.5085670425 18.94306872 10 2.318778 ## 966 #B79F00 2 1.894616625 0.5086502025 0.5086502025 18.94616625 10 2.319410 ## 967 #B79F00 2 1.894926379 0.5087333625 0.5087333625 18.94926379 10 2.320041 ## 968 #B79F00 2 1.895215675 0.5088110301 0.5088110301 18.95215675 10 2.320672 ## 969 #B79F00 2 1.895498866 0.5088870586 0.5088870586 18.95498866 10 2.321304 ## 970 #B79F00 2 1.895749044 0.5089542243 0.5089542243 18.95749044 10 2.321935 ## 971 #B79F00 2 1.895979137 0.5090159977 0.5090159977 18.95979137 10 2.322566 ## 972 #B79F00 2 1.896171610 0.5090676711 0.5090676711 18.96171610 10 2.323197 ## 973 #B79F00 2 1.896322218 0.5091081050 0.5091081050 18.96322218 10 2.323829 ## 974 #B79F00 2 1.896438515 0.5091393274 0.5091393274 18.96438515 10 2.324460 ## 975 #B79F00 2 1.896483509 0.5091514071 0.5091514071 18.96483509 10 2.325091 ## 976 #B79F00 2 1.896505324 0.5091572638 0.5091572638 18.96505324 10 2.325723 ## 977 #B79F00 2 1.896418948 0.5091340743 0.5091340743 18.96418948 10 2.326354 ## 978 #B79F00 2 1.896328184 0.5091097069 0.5091097069 18.96328184 10 2.326985 ## 979 #B79F00 2 1.896085164 0.5090444630 0.5090444630 18.96085164 10 2.327617 ## 980 #B79F00 2 1.895842144 0.5089792190 0.5089792190 18.95842144 10 2.328248 ## 981 #B79F00 2 1.895439631 0.5088711559 0.5088711559 18.95439631 10 2.328879 ## 982 #B79F00 2 1.895015283 0.5087572305 0.5087572305 18.95015283 10 2.329511 ## 983 #B79F00 2 1.894440817 0.5086030029 0.5086030029 18.94440817 10 2.330142 ## 984 #B79F00 2 1.893811151 0.5084339557 0.5084339557 18.93811151 10 2.330773 ## 985 #B79F00 2 1.893048328 0.5082291597 0.5082291597 18.93048328 10 2.331405 ## 986 #B79F00 2 1.892190153 0.5079987641 0.5079987641 18.92190153 10 2.332036 ## 987 #B79F00 2 1.891223053 0.5077391258 0.5077391258 18.91223053 10 2.332667 ## 988 #B79F00 2 1.890114068 0.5074413950 0.5074413950 18.90114068 10 2.333299 ## 989 #B79F00 2 1.888927295 0.5071227804 0.5071227804 18.88927295 10 2.333930 ## 990 #B79F00 2 1.887546186 0.5067519923 0.5067519923 18.87546186 10 2.334561 ## 991 #B79F00 2 1.886124899 0.5063704176 0.5063704176 18.86124899 10 2.335192 ## 992 #B79F00 2 1.884451427 0.5059211383 0.5059211383 18.84451427 10 2.335824 ## 993 #B79F00 2 1.882777954 0.5054718590 0.5054718590 18.82777954 10 2.336455 ## 994 #B79F00 2 1.880796461 0.5049398848 0.5049398848 18.80796461 10 2.337086 ## 995 #B79F00 2 1.878811540 0.5044069904 0.5044069904 18.78811540 10 2.337718 ## 996 #B79F00 2 1.876549818 0.5037997831 0.5037997831 18.76549818 10 2.338349 ## 997 #B79F00 2 1.874235594 0.5031784804 0.5031784804 18.74235594 10 2.338980 ## 998 #B79F00 2 1.871681992 0.5024929115 0.5024929115 18.71681992 10 2.339612 ## 999 #B79F00 2 1.869021912 0.5017787564 0.5017787564 18.69021912 10 2.340243 ## 1000 #B79F00 2 1.866165532 0.5010119003 0.5010119003 18.66165532 10 2.340874 ## 1001 #B79F00 2 1.863144409 0.5002008153 0.5002008153 18.63144409 10 2.341506 ## 1002 #B79F00 2 1.859975132 0.4993499555 0.4993499555 18.59975132 10 2.342137 ## 1003 #B79F00 2 1.856579197 0.4984382443 0.4984382443 18.56579197 10 2.342768 ## 1004 #B79F00 2 1.853087707 0.4975008794 0.4975008794 18.53087707 10 2.343400 ## 1005 #B79F00 2 1.849304662 0.4964852405 0.4964852405 18.49304662 10 2.344031 ## 1006 #B79F00 2 1.845482461 0.4954590890 0.4954590890 18.45482461 10 2.344662 ## 1007 #B79F00 2 1.841301521 0.4943366267 0.4943366267 18.41301521 10 2.345293 ## 1008 #B79F00 2 1.837120582 0.4932141645 0.4932141645 18.37120582 10 2.345925 ## 1009 #B79F00 2 1.832552874 0.4919878659 0.4919878659 18.32552874 10 2.346556 ## 1010 #B79F00 2 1.827964801 0.4907561000 0.4907561000 18.27964801 10 2.347187 ## 1011 #B79F00 2 1.823044247 0.4894350724 0.4894350724 18.23044247 10 2.347819 ## 1012 #B79F00 2 1.818041376 0.4880919451 0.4880919451 18.18041376 10 2.348450 ## 1013 #B79F00 2 1.812763627 0.4866750209 0.4866750209 18.12763627 10 2.349081 ## 1014 #B79F00 2 1.807339886 0.4852189020 0.4852189020 18.07339886 10 2.349713 ## 1015 #B79F00 2 1.801701482 0.4837051525 0.4837051525 18.01701482 10 2.350344 ## 1016 #B79F00 2 1.795852405 0.4821348430 0.4821348430 17.95852405 10 2.350975 ## 1017 #B79F00 2 1.789850780 0.4805235790 0.4805235790 17.89850780 10 2.351607 ## 1018 #B79F00 2 1.783573509 0.4788383119 0.4788383119 17.83573509 10 2.352238 ## 1019 #B79F00 2 1.777206988 0.4771290836 0.4771290836 17.77206988 10 2.352869 ## 1020 #B79F00 2 1.770500273 0.4753285229 0.4753285229 17.70500273 10 2.353501 ## 1021 #B79F00 2 1.763768070 0.4735211197 0.4735211197 17.63768070 10 2.354132 ## 1022 #B79F00 2 1.756632254 0.4716053580 0.4716053580 17.56632254 10 2.354763 ## 1023 #B79F00 2 1.749496439 0.4696895962 0.4696895962 17.49496439 10 2.355395 ## 1024 #B79F00 2 1.741971479 0.4676693604 0.4676693604 17.41971479 10 2.356026 ## 1025 #00BA38 3 1.450014736 0.4429566141 0.4429566141 17.40017683 12 2.149219 ## 1026 #00BA38 3 1.458498658 0.4455483183 0.4455483183 17.50198389 12 2.149886 ## 1027 #00BA38 3 1.466867151 0.4481047610 0.4481047610 17.60240581 12 2.150553 ## 1028 #00BA38 3 1.475216262 0.4506552825 0.4506552825 17.70259514 12 2.151220 ## 1029 #00BA38 3 1.483500482 0.4531859809 0.4531859809 17.80200578 12 2.151886 ## 1030 #00BA38 3 1.491710907 0.4556941362 0.4556941362 17.90053088 12 2.152553 ## 1031 #00BA38 3 1.499910018 0.4581988353 0.4581988353 17.99892022 12 2.153220 ## 1032 #00BA38 3 1.507978271 0.4606635593 0.4606635593 18.09573926 12 2.153887 ## 1033 #00BA38 3 1.516046525 0.4631282834 0.4631282834 18.19255830 12 2.154554 ## 1034 #00BA38 3 1.524014363 0.4655623322 0.4655623322 18.28817236 12 2.155220 ## 1035 #00BA38 3 1.531937352 0.4679826803 0.4679826803 18.38324823 12 2.155887 ## 1036 #00BA38 3 1.539815520 0.4703893361 0.4703893361 18.47778624 12 2.156554 ## 1037 #00BA38 3 1.547590551 0.4727644855 0.4727644855 18.57108661 12 2.157221 ## 1038 #00BA38 3 1.555365582 0.4751396348 0.4751396348 18.66438699 12 2.157888 ## 1039 #00BA38 3 1.563003194 0.4774728046 0.4774728046 18.75603833 12 2.158554 ## 1040 #00BA38 3 1.570627976 0.4798020552 0.4798020552 18.84753571 12 2.159221 ## 1041 #00BA38 3 1.578172690 0.4821068462 0.4821068462 18.93807228 12 2.159888 ## 1042 #00BA38 3 1.585645336 0.4843896216 0.4843896216 19.02774403 12 2.160555 ## 1043 #00BA38 3 1.593096786 0.4866659221 0.4866659221 19.11716144 12 2.161222 ## 1044 #00BA38 3 1.600415812 0.4889017689 0.4889017689 19.20498975 12 2.161888 ## 1045 #00BA38 3 1.607734838 0.4911376157 0.4911376157 19.29281805 12 2.162555 ## 1046 #00BA38 3 1.614937892 0.4933380351 0.4933380351 19.37925471 12 2.163222 ## 1047 #00BA38 3 1.622102217 0.4955266234 0.4955266234 19.46522661 12 2.163889 ## 1048 #00BA38 3 1.629210399 0.4976980606 0.4976980606 19.55052478 12 2.164556 ## 1049 #00BA38 3 1.636219343 0.4998391824 0.4998391824 19.63463212 12 2.165223 ## 1050 #00BA38 3 1.643228287 0.5019803043 0.5019803043 19.71873945 12 2.165889 ## 1051 #00BA38 3 1.650085769 0.5040751566 0.5040751566 19.80102922 12 2.166556 ## 1052 #00BA38 3 1.656939048 0.5061687254 0.5061687254 19.88326858 12 2.167223 ## 1053 #00BA38 3 1.663701376 0.5082345097 0.5082345097 19.96441651 12 2.167890 ## 1054 #00BA38 3 1.670399098 0.5102805582 0.5102805582 20.04478918 12 2.168557 ## 1055 #00BA38 3 1.677066371 0.5123173048 0.5123173048 20.12479645 12 2.169223 ## 1056 #00BA38 3 1.683609028 0.5143159833 0.5143159833 20.20330834 12 2.169890 ## 1057 #00BA38 3 1.690151685 0.5163146617 0.5163146617 20.28182022 12 2.170557 ## 1058 #00BA38 3 1.696569744 0.5182752775 0.5182752775 20.35883693 12 2.171224 ## 1059 #00BA38 3 1.702958205 0.5202268513 0.5202268513 20.43549846 12 2.171891 ## 1060 #00BA38 3 1.709282464 0.5221588126 0.5221588126 20.51138957 12 2.172557 ## 1061 #00BA38 3 1.715517964 0.5240636595 0.5240636595 20.58621557 12 2.173224 ## 1062 #00BA38 3 1.721748711 0.5259670542 0.5259670542 20.66098453 12 2.173891 ## 1063 #00BA38 3 1.727832845 0.5278256611 0.5278256611 20.73399413 12 2.174558 ## 1064 #00BA38 3 1.733916978 0.5296842679 0.5296842679 20.80700374 12 2.175225 ## 1065 #00BA38 3 1.739905020 0.5315135200 0.5315135200 20.87886024 12 2.175891 ## 1066 #00BA38 3 1.745839728 0.5333264798 0.5333264798 20.95007674 12 2.176558 ## 1067 #00BA38 3 1.751736949 0.5351279877 0.5351279877 21.02084339 12 2.177225 ## 1068 #00BA38 3 1.757524508 0.5368959956 0.5368959956 21.09029409 12 2.177892 ## 1069 #00BA38 3 1.763312067 0.5386640035 0.5386640035 21.15974480 12 2.178559 ## 1070 #00BA38 3 1.768974380 0.5403937507 0.5403937507 21.22769256 12 2.179226 ## 1071 #00BA38 3 1.774617386 0.5421176001 0.5421176001 21.29540863 12 2.179892 ## 1072 #00BA38 3 1.780192669 0.5438207609 0.5438207609 21.36231202 12 2.180559 ## 1073 #00BA38 3 1.785694028 0.5455013393 0.5455013393 21.42832833 12 2.181226 ## 1074 #00BA38 3 1.791182955 0.5471781199 0.5471781199 21.49419546 12 2.181893 ## 1075 #00BA38 3 1.796545866 0.5488164045 0.5488164045 21.55855039 12 2.182560 ## 1076 #00BA38 3 1.801908776 0.5504546891 0.5504546891 21.62290532 12 2.183226 ## 1077 #00BA38 3 1.807177009 0.5520640509 0.5520640509 21.68612410 12 2.183893 ## 1078 #00BA38 3 1.812404949 0.5536611040 0.5536611040 21.74885938 12 2.184560 ## 1079 #00BA38 3 1.817591793 0.5552456032 0.5552456032 21.81110152 12 2.185227 ## 1080 #00BA38 3 1.822688503 0.5568025675 0.5568025675 21.87226204 12 2.185894 ## 1081 #00BA38 3 1.827785213 0.5583595318 0.5583595318 21.93342255 12 2.186560 ## 1082 #00BA38 3 1.832764244 0.5598805473 0.5598805473 21.99317093 12 2.187227 ## 1083 #00BA38 3 1.837733710 0.5613986409 0.5613986409 22.05280452 12 2.187894 ## 1084 #00BA38 3 1.842637173 0.5628965712 0.5628965712 22.11164607 12 2.188561 ## 1085 #00BA38 3 1.847483614 0.5643770826 0.5643770826 22.16980337 12 2.189228 ## 1086 #00BA38 3 1.852312482 0.5658522254 0.5658522254 22.22774978 12 2.189894 ## 1087 #00BA38 3 1.857040330 0.5672965085 0.5672965085 22.28448396 12 2.190561 ## 1088 #00BA38 3 1.861768179 0.5687407915 0.5687407915 22.34121814 12 2.191228 ## 1089 #00BA38 3 1.866409429 0.5701586204 0.5701586204 22.39691315 12 2.191895 ## 1090 #00BA38 3 1.871023313 0.5715680892 0.5715680892 22.45227976 12 2.192562 ## 1091 #00BA38 3 1.875596641 0.5729651687 0.5729651687 22.50715970 12 2.193229 ## 1092 #00BA38 3 1.880101370 0.5743412922 0.5743412922 22.56121644 12 2.193895 ## 1093 #00BA38 3 1.884606099 0.5757174158 0.5757174158 22.61527319 12 2.194562 ## 1094 #00BA38 3 1.889008392 0.5770622469 0.5770622469 22.66810071 12 2.195229 ## 1095 #00BA38 3 1.893408938 0.5784065440 0.5784065440 22.72090725 12 2.195896 ## 1096 #00BA38 3 1.897750549 0.5797328377 0.5797328377 22.77300658 12 2.196563 ## 1097 #00BA38 3 1.902052029 0.5810468718 0.5810468718 22.82462434 12 2.197229 ## 1098 #00BA38 3 1.906334127 0.5823549854 0.5823549854 22.87600953 12 2.197896 ## 1099 #00BA38 3 1.910541788 0.5836403594 0.5836403594 22.92650146 12 2.198563 ## 1100 #00BA38 3 1.914749449 0.5849257335 0.5849257335 22.97699339 12 2.199230 ## 1101 #00BA38 3 1.918884728 0.5861889958 0.5861889958 23.02661673 12 2.199897 ## 1102 #00BA38 3 1.923003930 0.5874473470 0.5874473470 23.07604716 12 2.200563 ## 1103 #00BA38 3 1.927087445 0.5886947964 0.5886947964 23.12504934 12 2.201230 ## 1104 #00BA38 3 1.931123643 0.5899277912 0.5899277912 23.17348371 12 2.201897 ## 1105 #00BA38 3 1.935156617 0.5911598010 0.5911598010 23.22187940 12 2.202564 ## 1106 #00BA38 3 1.939115346 0.5923691302 0.5923691302 23.26938415 12 2.203231 ## 1107 #00BA38 3 1.943074075 0.5935784594 0.5935784594 23.31688890 12 2.203897 ## 1108 #00BA38 3 1.946985851 0.5947734455 0.5947734455 23.36383022 12 2.204564 ## 1109 #00BA38 3 1.950872711 0.5959608196 0.5959608196 23.41047253 12 2.205231 ## 1110 #00BA38 3 1.954742022 0.5971428333 0.5971428333 23.45690427 12 2.205898 ## 1111 #00BA38 3 1.958562660 0.5983099776 0.5983099776 23.50275191 12 2.206565 ## 1112 #00BA38 3 1.962383297 0.5994771219 0.5994771219 23.54859956 12 2.207231 ## 1113 #00BA38 3 1.966150860 0.6006280532 0.6006280532 23.59381032 12 2.207898 ## 1114 #00BA38 3 1.969910957 0.6017767033 0.6017767033 23.63893148 12 2.208565 ## 1115 #00BA38 3 1.973644273 0.6029171724 0.6029171724 23.68373127 12 2.209232 ## 1116 #00BA38 3 1.977349529 0.6040490697 0.6040490697 23.72819435 12 2.209899 ## 1117 #00BA38 3 1.981049871 0.6051794659 0.6051794659 23.77259846 12 2.210566 ## 1118 #00BA38 3 1.984705994 0.6062963535 0.6062963535 23.81647192 12 2.211232 ## 1119 #00BA38 3 1.988362116 0.6074132412 0.6074132412 23.86034539 12 2.211899 ## 1120 #00BA38 3 1.991987325 0.6085206854 0.6085206854 23.90384790 12 2.212566 ## 1121 #00BA38 3 1.995600012 0.6096243041 0.6096243041 23.94720014 12 2.213233 ## 1122 #00BA38 3 1.999200488 0.6107241928 0.6107241928 23.99040586 12 2.213900 ## 1123 #00BA38 3 2.002775416 0.6118162768 0.6118162768 24.03330499 12 2.214566 ## 1124 #00BA38 3 2.006350344 0.6129083609 0.6129083609 24.07620413 12 2.215233 ## 1125 #00BA38 3 2.009895244 0.6139912718 0.6139912718 24.11874292 12 2.215900 ## 1126 #00BA38 3 2.013438058 0.6150735456 0.6150735456 24.16125669 12 2.216567 ## 1127 #00BA38 3 2.016966376 0.6161513911 0.6161513911 24.20359651 12 2.217234 ## 1128 #00BA38 3 2.020482676 0.6172255653 0.6172255653 24.24579211 12 2.217900 ## 1129 #00BA38 3 2.023995655 0.6182987248 0.6182987248 24.28794786 12 2.218567 ## 1130 #00BA38 3 2.027490986 0.6193664934 0.6193664934 24.32989183 12 2.219234 ## 1131 #00BA38 3 2.030986318 0.6204342620 0.6204342620 24.37183581 12 2.219901 ## 1132 #00BA38 3 2.034469721 0.6214983867 0.6214983867 24.41363665 12 2.220568 ## 1133 #00BA38 3 2.037949563 0.6225614236 0.6225614236 24.45539476 12 2.221234 ## 1134 #00BA38 3 2.041425555 0.6236232843 0.6236232843 24.49710666 12 2.221901 ## 1135 #00BA38 3 2.044895312 0.6246832403 0.6246832403 24.53874375 12 2.222568 ## 1136 #00BA38 3 2.048365069 0.6257431963 0.6257431963 24.58038083 12 2.223235 ## 1137 #00BA38 3 2.051830092 0.6268017062 0.6268017062 24.62196111 12 2.223902 ## 1138 #00BA38 3 2.055295084 0.6278602066 0.6278602066 24.66354101 12 2.224569 ## 1139 #00BA38 3 2.058760356 0.6289187924 0.6289187924 24.70512428 12 2.225235 ## 1140 #00BA38 3 2.062225811 0.6299774341 0.6299774341 24.74670973 12 2.225902 ## 1141 #00BA38 3 2.065692477 0.6310364459 0.6310364459 24.78830972 12 2.226569 ## 1142 #00BA38 3 2.069163521 0.6320967950 0.6320967950 24.82996225 12 2.227236 ## 1143 #00BA38 3 2.072634565 0.6331571442 0.6331571442 24.87161478 12 2.227903 ## 1144 #00BA38 3 2.076114398 0.6342201783 0.6342201783 24.91337278 12 2.228569 ## 1145 #00BA38 3 2.079596051 0.6352837683 0.6352837683 24.95515261 12 2.229236 ## 1146 #00BA38 3 2.083084532 0.6363494443 0.6363494443 24.99701439 12 2.229903 ## 1147 #00BA38 3 2.086581699 0.6374177735 0.6374177735 25.03898039 12 2.230570 ## 1148 #00BA38 3 2.090079918 0.6384864242 0.6384864242 25.08095902 12 2.231237 ## 1149 #00BA38 3 2.093597384 0.6395609545 0.6395609545 25.12316861 12 2.231903 ## 1150 #00BA38 3 2.097114849 0.6406354847 0.6406354847 25.16537819 12 2.232570 ## 1151 #00BA38 3 2.100648874 0.6417150735 0.6417150735 25.20778649 12 2.233237 ## 1152 #00BA38 3 2.104191297 0.6427972278 0.6427972278 25.25029557 12 2.233904 ## 1153 #00BA38 3 2.107741834 0.6438818608 0.6438818608 25.29290201 12 2.234571 ## 1154 #00BA38 3 2.111313742 0.6449730221 0.6449730221 25.33576490 12 2.235237 ## 1155 #00BA38 3 2.114885649 0.6460641835 0.6460641835 25.37862779 12 2.235904 ## 1156 #00BA38 3 2.118487601 0.6471645228 0.6471645228 25.42185121 12 2.236571 ## 1157 #00BA38 3 2.122093384 0.6482660328 0.6482660328 25.46512061 12 2.237238 ## 1158 #00BA38 3 2.125718176 0.6493733496 0.6493733496 25.50861812 12 2.237905 ## 1159 #00BA38 3 2.129362088 0.6504865069 0.6504865069 25.55234505 12 2.238572 ## 1160 #00BA38 3 2.133010654 0.6516010865 0.6516010865 25.59612785 12 2.239238 ## 1161 #00BA38 3 2.136696800 0.6527271459 0.6527271459 25.64036160 12 2.239905 ## 1162 #00BA38 3 2.140382946 0.6538532053 0.6538532053 25.68459536 12 2.240572 ## 1163 #00BA38 3 2.144102440 0.6549894520 0.6549894520 25.72922928 12 2.241239 ## 1164 #00BA38 3 2.147834781 0.6561296231 0.6561296231 25.77401737 12 2.241906 ## 1165 #00BA38 3 2.151583802 0.6572748898 0.6572748898 25.81900562 12 2.242572 ## 1166 #00BA38 3 2.155366146 0.6584303362 0.6584303362 25.86439375 12 2.243239 ## 1167 #00BA38 3 2.159148490 0.6595857825 0.6595857825 25.90978187 12 2.243906 ## 1168 #00BA38 3 2.162981555 0.6607567235 0.6607567235 25.95577866 12 2.244573 ## 1169 #00BA38 3 2.166817557 0.6619285617 0.6619285617 26.00181069 12 2.245240 ## 1170 #00BA38 3 2.170685393 0.6631101245 0.6631101245 26.04822472 12 2.245906 ## 1171 #00BA38 3 2.174578553 0.6642994233 0.6642994233 26.09494263 12 2.246573 ## 1172 #00BA38 3 2.178481914 0.6654918385 0.6654918385 26.14178296 12 2.247240 ## 1173 #00BA38 3 2.182435571 0.6666996183 0.6666996183 26.18922685 12 2.247907 ## 1174 #00BA38 3 2.186389228 0.6679073981 0.6679073981 26.23667073 12 2.248574 ## 1175 #00BA38 3 2.190392571 0.6691303563 0.6691303563 26.28471085 12 2.249240 ## 1176 #00BA38 3 2.194409904 0.6703575882 0.6703575882 26.33291885 12 2.249907 ## 1177 #00BA38 3 2.198453379 0.6715928059 0.6715928059 26.38144055 12 2.250574 ## 1178 #00BA38 3 2.202537404 0.6728404110 0.6728404110 26.43044885 12 2.251241 ## 1179 #00BA38 3 2.206621683 0.6740880938 0.6740880938 26.47946019 12 2.251908 ## 1180 #00BA38 3 2.210775250 0.6753569428 0.6753569428 26.52930299 12 2.252574 ## 1181 #00BA38 3 2.214928816 0.6766257919 0.6766257919 26.57914579 12 2.253241 ## 1182 #00BA38 3 2.219126826 0.6779082175 0.6779082175 26.62952191 12 2.253908 ## 1183 #00BA38 3 2.223352617 0.6791991302 0.6791991302 26.68023141 12 2.254575 ## 1184 #00BA38 3 2.227595376 0.6804952260 0.6804952260 26.73114451 12 2.255242 ## 1185 #00BA38 3 2.231895907 0.6818089703 0.6818089703 26.78275088 12 2.255909 ## 1186 #00BA38 3 2.236196438 0.6831227146 0.6831227146 26.83435726 12 2.256575 ## 1187 #00BA38 3 2.240561618 0.6844562081 0.6844562081 26.88673941 12 2.257242 ## 1188 #00BA38 3 2.244939231 0.6857935000 0.6857935000 26.93927077 12 2.257909 ## 1189 #00BA38 3 2.249352538 0.6871416956 0.6871416956 26.99223046 12 2.258576 ## 1190 #00BA38 3 2.253809405 0.6885031981 0.6885031981 27.04571286 12 2.259243 ## 1191 #00BA38 3 2.258271314 0.6898662407 0.6898662407 27.09925576 12 2.259909 ## 1192 #00BA38 3 2.262809430 0.6912525637 0.6912525637 27.15371316 12 2.260576 ## 1193 #00BA38 3 2.267347547 0.6926388867 0.6926388867 27.20817056 12 2.261243 ## 1194 #00BA38 3 2.271941630 0.6940423066 0.6940423066 27.26329956 12 2.261910 ## 1195 #00BA38 3 2.276562817 0.6954540061 0.6954540061 27.31875380 12 2.262577 ## 1196 #00BA38 3 2.281208180 0.6968730915 0.6968730915 27.37449816 12 2.263243 ## 1197 #00BA38 3 2.285914079 0.6983106691 0.6983106691 27.43096894 12 2.263910 ## 1198 #00BA38 3 2.290619977 0.6997482467 0.6997482467 27.48743972 12 2.264577 ## 1199 #00BA38 3 2.295403180 0.7012094399 0.7012094399 27.54483816 12 2.265244 ## 1200 #00BA38 3 2.300195252 0.7026733422 0.7026733422 27.60234303 12 2.265911 ## 1201 #00BA38 3 2.305031817 0.7041508365 0.7041508365 27.66038181 12 2.266577 ## 1202 #00BA38 3 2.309911343 0.7056414546 0.7056414546 27.71893612 12 2.267244 ## 1203 #00BA38 3 2.314801534 0.7071353306 0.7071353306 27.77761840 12 2.267911 ## 1204 #00BA38 3 2.319769608 0.7086529990 0.7086529990 27.83723530 12 2.268578 ## 1205 #00BA38 3 2.324737683 0.7101706675 0.7101706675 27.89685220 12 2.269245 ## 1206 #00BA38 3 2.329771252 0.7117083434 0.7117083434 27.95725503 12 2.269912 ## 1207 #00BA38 3 2.334828786 0.7132533400 0.7132533400 28.01794543 12 2.270578 ## 1208 #00BA38 3 2.339917322 0.7148078076 0.7148078076 28.07900787 12 2.271245 ## 1209 #00BA38 3 2.345065034 0.7163803524 0.7163803524 28.14078041 12 2.271912 ## 1210 #00BA38 3 2.350212747 0.7179528972 0.7179528972 28.20255296 12 2.272579 ## 1211 #00BA38 3 2.355447129 0.7195519183 0.7195519183 28.26536554 12 2.273246 ## 1212 #00BA38 3 2.360685549 0.7211521731 0.7211521731 28.32822659 12 2.273912 ## 1213 #00BA38 3 2.365975606 0.7227682019 0.7227682019 28.39170727 12 2.274579 ## 1214 #00BA38 3 2.371305070 0.7243962691 0.7243962691 28.45566084 12 2.275246 ## 1215 #00BA38 3 2.376650841 0.7260293179 0.7260293179 28.51981010 12 2.275913 ## 1216 #00BA38 3 2.382071489 0.7276852401 0.7276852401 28.58485786 12 2.276580 ## 1217 #00BA38 3 2.387492136 0.7293411623 0.7293411623 28.64990563 12 2.277246 ## 1218 #00BA38 3 2.392984818 0.7310190899 0.7310190899 28.71581781 12 2.277913 ## 1219 #00BA38 3 2.398496588 0.7327028488 0.7327028488 28.78195906 12 2.278580 ## 1220 #00BA38 3 2.404044903 0.7343977712 0.7343977712 28.84853883 12 2.279247 ## 1221 #00BA38 3 2.409647534 0.7361092868 0.7361092868 28.91577041 12 2.279914 ## 1222 #00BA38 3 2.415251420 0.7378211854 0.7378211854 28.98301704 12 2.280580 ## 1223 #00BA38 3 2.420944446 0.7395603149 0.7395603149 29.05133335 12 2.281247 ## 1224 #00BA38 3 2.426637472 0.7412994444 0.7412994444 29.11964966 12 2.281914 ## 1225 #00BA38 3 2.432386621 0.7430557188 0.7430557188 29.18863945 12 2.282581 ## 1226 #00BA38 3 2.438169365 0.7448222560 0.7448222560 29.25803239 12 2.283248 ## 1227 #00BA38 3 2.443973184 0.7465952308 0.7465952308 29.32767820 12 2.283915 ## 1228 #00BA38 3 2.449844760 0.7483889048 0.7483889048 29.39813712 12 2.284581 ## 1229 #00BA38 3 2.455716337 0.7501825787 0.7501825787 29.46859604 12 2.285248 ## 1230 #00BA38 3 2.461662389 0.7519990038 0.7519990038 29.53994867 12 2.285915 ## 1231 #00BA38 3 2.467621696 0.7538194781 0.7538194781 29.61146036 12 2.286582 ## 1232 #00BA38 3 2.473620804 0.7556521108 0.7556521108 29.68344965 12 2.287249 ## 1233 #00BA38 3 2.479666523 0.7574989825 0.7574989825 29.75599827 12 2.287915 ## 1234 #00BA38 3 2.485718375 0.7593477279 0.7593477279 29.82862050 12 2.288582 ## 1235 #00BA38 3 2.491848965 0.7612205264 0.7612205264 29.90218758 12 2.289249 ## 1236 #00BA38 3 2.497979555 0.7630933249 0.7630933249 29.97575466 12 2.289916 ## 1237 #00BA38 3 2.504166985 0.7649834870 0.7649834870 30.05000382 12 2.290583 ## 1238 #00BA38 3 2.510380681 0.7668816729 0.7668816729 30.12456817 12 2.291249 ## 1239 #00BA38 3 2.516618355 0.7687871839 0.7687871839 30.19942026 12 2.291916 ## 1240 #00BA38 3 2.522913163 0.7707101483 0.7707101483 30.27495795 12 2.292583 ## 1241 #00BA38 3 2.529207970 0.7726331127 0.7726331127 30.35049564 12 2.293250 ## 1242 #00BA38 3 2.535574352 0.7745779419 0.7745779419 30.42689222 12 2.293917 ## 1243 #00BA38 3 2.541948047 0.7765250049 0.7765250049 30.50337656 12 2.294583 ## 1244 #00BA38 3 2.548361405 0.7784841847 0.7784841847 30.58033686 12 2.295250 ## 1245 #00BA38 3 2.554811526 0.7804545949 0.7804545949 30.65773831 12 2.295917 ## 1246 #00BA38 3 2.561271280 0.7824279478 0.7824279478 30.73525536 12 2.296584 ## 1247 #00BA38 3 2.567795129 0.7844208807 0.7844208807 30.81354155 12 2.297251 ## 1248 #00BA38 3 2.574318978 0.7864138135 0.7864138135 30.89182774 12 2.297918 ## 1249 #00BA38 3 2.580895375 0.7884227991 0.7884227991 30.97074450 12 2.298584 ## 1250 #00BA38 3 2.587490012 0.7904373564 0.7904373564 31.04988014 12 2.299251 ## 1251 #00BA38 3 2.594108580 0.7924592247 0.7924592247 31.12930296 12 2.299918 ## 1252 #00BA38 3 2.600770819 0.7944944334 0.7944944334 31.20924983 12 2.300585 ## 1253 #00BA38 3 2.607433058 0.7965296422 0.7965296422 31.28919669 12 2.301252 ## 1254 #00BA38 3 2.614157265 0.7985837813 0.7985837813 31.36988717 12 2.301918 ## 1255 #00BA38 3 2.620883673 0.8006385927 0.8006385927 31.45060407 12 2.302585 ## 1256 #00BA38 3 2.627645003 0.8027040726 0.8027040726 31.53174004 12 2.303252 ## 1257 #00BA38 3 2.634431897 0.8047773615 0.8047773615 31.61318276 12 2.303919 ## 1258 #00BA38 3 2.641229481 0.8068539161 0.8068539161 31.69475377 12 2.304586 ## 1259 #00BA38 3 2.648072923 0.8089444796 0.8089444796 31.77687508 12 2.305252 ## 1260 #00BA38 3 2.654916365 0.8110350431 0.8110350431 31.85899638 12 2.305919 ## 1261 #00BA38 3 2.661801729 0.8131384132 0.8131384132 31.94162075 12 2.306586 ## 1262 #00BA38 3 2.668697526 0.8152449703 0.8152449703 32.02437032 12 2.307253 ## 1263 #00BA38 3 2.675613080 0.8173575627 0.8173575627 32.10735695 12 2.307920 ## 1264 #00BA38 3 2.682556781 0.8194787538 0.8194787538 32.19068137 12 2.308586 ## 1265 #00BA38 3 2.689501522 0.8216002627 0.8216002627 32.27401827 12 2.309253 ## 1266 #00BA38 3 2.696488416 0.8237346485 0.8237346485 32.35786099 12 2.309920 ## 1267 #00BA38 3 2.703475310 0.8258690343 0.8258690343 32.44170372 12 2.310587 ## 1268 #00BA38 3 2.710486503 0.8280108431 0.8280108431 32.52583804 12 2.311254 ## 1269 #00BA38 3 2.717511617 0.8301569046 0.8301569046 32.61013941 12 2.311920 ## 1270 #00BA38 3 2.724544893 0.8323054595 0.8323054595 32.69453872 12 2.312587 ## 1271 #00BA38 3 2.731602992 0.8344615973 0.8344615973 32.77923591 12 2.313254 ## 1272 #00BA38 3 2.738661091 0.8366177351 0.8366177351 32.86393309 12 2.313921 ## 1273 #00BA38 3 2.745742804 0.8387810865 0.8387810865 32.94891365 12 2.314588 ## 1274 #00BA38 3 2.752828389 0.8409456208 0.8409456208 33.03394066 12 2.315255 ## 1275 #00BA38 3 2.759924201 0.8431132793 0.8431132793 33.11909041 12 2.315921 ## 1276 #00BA38 3 2.767031508 0.8452844497 0.8452844497 33.20437810 12 2.316588 ## 1277 #00BA38 3 2.774140111 0.8474560155 0.8474560155 33.28968133 12 2.317255 ## 1278 #00BA38 3 2.781263115 0.8496319809 0.8496319809 33.37515738 12 2.317922 ## 1279 #00BA38 3 2.788386119 0.8518079463 0.8518079463 33.46063343 12 2.318589 ## 1280 #00BA38 3 2.795515653 0.8539859064 0.8539859064 33.54618784 12 2.319255 ## 1281 #00BA38 3 2.802648065 0.8561647455 0.8561647455 33.63177678 12 2.319922 ## 1282 #00BA38 3 2.809781349 0.8583438513 0.8583438513 33.71737619 12 2.320589 ## 1283 #00BA38 3 2.816916616 0.8605235627 0.8605235627 33.80299939 12 2.321256 ## 1284 #00BA38 3 2.824051883 0.8627032740 0.8627032740 33.88862259 12 2.321923 ## 1285 #00BA38 3 2.831183520 0.8648818766 0.8648818766 33.97420224 12 2.322589 ## 1286 #00BA38 3 2.838314831 0.8670603796 0.8670603796 34.05977797 12 2.323256 ## 1287 #00BA38 3 2.845440308 0.8692371003 0.8692371003 34.14528369 12 2.323923 ## 1288 #00BA38 3 2.852560594 0.8714122354 0.8714122354 34.23072713 12 2.324590 ## 1289 #00BA38 3 2.859678296 0.8735865808 0.8735865808 34.31613955 12 2.325257 ## 1290 #00BA38 3 2.866780234 0.8757561109 0.8757561109 34.40136281 12 2.325923 ## 1291 #00BA38 3 2.873882173 0.8779256411 0.8779256411 34.48658607 12 2.326590 ## 1292 #00BA38 3 2.880964604 0.8800892120 0.8800892120 34.57157525 12 2.327257 ## 1293 #00BA38 3 2.888040621 0.8822508235 0.8822508235 34.65648745 12 2.327924 ## 1294 #00BA38 3 2.895104348 0.8844086807 0.8844086807 34.74125218 12 2.328591 ## 1295 #00BA38 3 2.902146624 0.8865599849 0.8865599849 34.82575949 12 2.329258 ## 1296 #00BA38 3 2.909188900 0.8887112890 0.8887112890 34.91026680 12 2.329924 ## 1297 #00BA38 3 2.916190382 0.8908501313 0.8908501313 34.99428459 12 2.330591 ## 1298 #00BA38 3 2.923190857 0.8929886659 0.8929886659 35.07829029 12 2.331258 ## 1299 #00BA38 3 2.930161897 0.8951182085 0.8951182085 35.16194277 12 2.331925 ## 1300 #00BA38 3 2.937112277 0.8972414400 0.8972414400 35.24534733 12 2.332592 ## 1301 #00BA38 3 2.944050977 0.8993611032 0.8993611032 35.32861172 12 2.333258 ## 1302 #00BA38 3 2.950942741 0.9014664284 0.9014664284 35.41131289 12 2.333925 ## 1303 #00BA38 3 2.957834505 0.9035717535 0.9035717535 35.49401406 12 2.334592 ## 1304 #00BA38 3 2.964671647 0.9056603923 0.9056603923 35.57605976 12 2.335259 ## 1305 #00BA38 3 2.971496054 0.9077451412 0.9077451412 35.65795265 12 2.335926 ## 1306 #00BA38 3 2.978288213 0.9098200384 0.9098200384 35.73945856 12 2.336592 ## 1307 #00BA38 3 2.985036314 0.9118814767 0.9118814767 35.82043577 12 2.337259 ## 1308 #00BA38 3 2.991781483 0.9139420194 0.9139420194 35.90137780 12 2.337926 ## 1309 #00BA38 3 2.998444126 0.9159773518 0.9159773518 35.98132952 12 2.338593 ## 1310 #00BA38 3 3.005106770 0.9180126841 0.9180126841 36.06128124 12 2.339260 ## 1311 #00BA38 3 3.011708175 0.9200293092 0.9200293092 36.14049810 12 2.339926 ## 1312 #00BA38 3 3.018276020 0.9220356821 0.9220356821 36.21931224 12 2.340593 ## 1313 #00BA38 3 3.024816986 0.9240338441 0.9240338441 36.29780383 12 2.341260 ## 1314 #00BA38 3 3.031280514 0.9260083500 0.9260083500 36.37536617 12 2.341927 ## 1315 #00BA38 3 3.037744042 0.9279828558 0.9279828558 36.45292851 12 2.342594 ## 1316 #00BA38 3 3.044108465 0.9299270864 0.9299270864 36.52930158 12 2.343261 ## 1317 #00BA38 3 3.050457992 0.9318667668 0.9318667668 36.60549591 12 2.343927 ## 1318 #00BA38 3 3.056747952 0.9337882503 0.9337882503 36.68097543 12 2.344594 ## 1319 #00BA38 3 3.062973643 0.9356901007 0.9356901007 36.75568372 12 2.345261 ## 1320 #00BA38 3 3.069186931 0.9375881619 0.9375881619 36.83024317 12 2.345928 ## 1321 #00BA38 3 3.075278813 0.9394491358 0.9394491358 36.90334576 12 2.346595 ## 1322 #00BA38 3 3.081370696 0.9413101097 0.9413101097 36.97644835 12 2.347261 ## 1323 #00BA38 3 3.087361216 0.9431401192 0.9431401192 37.04833459 12 2.347928 ## 1324 #00BA38 3 3.093309196 0.9449571331 0.9449571331 37.11971035 12 2.348595 ## 1325 #00BA38 3 3.099208471 0.9467592684 0.9467592684 37.19050165 12 2.349262 ## 1326 #00BA38 3 3.105002348 0.9485292066 0.9485292066 37.26002818 12 2.349929 ## 1327 #00BA38 3 3.110796226 0.9502991448 0.9502991448 37.32955471 12 2.350595 ## 1328 #00BA38 3 3.116437595 0.9520224941 0.9520224941 37.39725114 12 2.351262 ## 1329 #00BA38 3 3.122067085 0.9537422143 0.9537422143 37.46480502 12 2.351929 ## 1330 #00BA38 3 3.127602315 0.9554331398 0.9554331398 37.53122778 12 2.352596 ## 1331 #00BA38 3 3.133057061 0.9570994785 0.9570994785 37.59668473 12 2.353263 ## 1332 #00BA38 3 3.138483832 0.9587572715 0.9587572715 37.66180599 12 2.353929 ## 1333 #00BA38 3 3.143753429 0.9603670502 0.9603670502 37.72504115 12 2.354596 ## 1334 #00BA38 3 3.149023026 0.9619768288 0.9619768288 37.78827631 12 2.355263 ## 1335 #00BA38 3 3.154143438 0.9635410337 0.9635410337 37.84972125 12 2.355930 ## 1336 #00BA38 3 3.159217451 0.9650910646 0.9650910646 37.91060941 12 2.356597 ## 1337 #00BA38 3 3.164214317 0.9666175284 0.9666175284 37.97057180 12 2.357264 ## 1338 #00BA38 3 3.169082303 0.9681046213 0.9681046213 38.02898763 12 2.357930 ## 1339 #00BA38 3 3.173950289 0.9695917141 0.9695917141 38.08740346 12 2.358597 ## 1340 #00BA38 3 3.178604820 0.9710135999 0.9710135999 38.14325784 12 2.359264 ## 1341 #00BA38 3 3.183256348 0.9724345684 0.9724345684 38.19907618 12 2.359931 ## 1342 #00BA38 3 3.187772263 0.9738141090 0.9738141090 38.25326715 12 2.360598 ## 1343 #00BA38 3 3.192196939 0.9751657776 0.9751657776 38.30636326 12 2.361264 ## 1344 #00BA38 3 3.196571927 0.9765022676 0.9765022676 38.35886313 12 2.361931 ## 1345 #00BA38 3 3.200759415 0.9777814789 0.9777814789 38.40911298 12 2.362598 ## 1346 #00BA38 3 3.204946902 0.9790606902 0.9790606902 38.45936283 12 2.363265 ## 1347 #00BA38 3 3.208931199 0.9802778301 0.9802778301 38.50717439 12 2.363932 ## 1348 #00BA38 3 3.212871245 0.9814814518 0.9814814518 38.55445493 12 2.364598 ## 1349 #00BA38 3 3.216699794 0.9826510133 0.9826510133 38.60039753 12 2.365265 ## 1350 #00BA38 3 3.220382251 0.9837759455 0.9837759455 38.64458701 12 2.365932 ## 1351 #00BA38 3 3.224052793 0.9848972382 0.9848972382 38.68863351 12 2.366599 ## 1352 #00BA38 3 3.227467644 0.9859404214 0.9859404214 38.72961173 12 2.367266 ## 1353 #00BA38 3 3.230882495 0.9869836045 0.9869836045 38.77058994 12 2.367932 ## 1354 #00BA38 3 3.234115274 0.9879711675 0.9879711675 38.80938329 12 2.368599 ## 1355 #00BA38 3 3.237252661 0.9889295897 0.9889295897 38.84703194 12 2.369266 ## 1356 #00BA38 3 3.240313129 0.9898645143 0.9898645143 38.88375755 12 2.369933 ## 1357 #00BA38 3 3.243163374 0.9907352192 0.9907352192 38.91796049 12 2.370600 ## 1358 #00BA38 3 3.246013619 0.9916059240 0.9916059240 38.95216343 12 2.371266 ## 1359 #00BA38 3 3.248602977 0.9923969319 0.9923969319 38.98323572 12 2.371933 ## 1360 #00BA38 3 3.251156609 0.9931770264 0.9931770264 39.01387931 12 2.372600 ## 1361 #00BA38 3 3.253559998 0.9939112236 0.9939112236 39.04271997 12 2.373267 ## 1362 #00BA38 3 3.255807780 0.9945978857 0.9945978857 39.06969336 12 2.373934 ## 1363 #00BA38 3 3.258023163 0.9952746501 0.9952746501 39.09627795 12 2.374601 ## 1364 #00BA38 3 3.259956117 0.9958651370 0.9958651370 39.11947340 12 2.375267 ## 1365 #00BA38 3 3.261889070 0.9964556238 0.9964556238 39.14266884 12 2.375934 ## 1366 #00BA38 3 3.263590836 0.9969754864 0.9969754864 39.16309003 12 2.376601 ## 1367 #00BA38 3 3.265200266 0.9974671418 0.9974671418 39.18240319 12 2.377268 ## 1368 #00BA38 3 3.266701403 0.9979257154 0.9979257154 39.20041683 12 2.377935 ## 1369 #00BA38 3 3.267978923 0.9983159775 0.9983159775 39.21574707 12 2.378601 ## 1370 #00BA38 3 3.269256442 0.9987062397 0.9987062397 39.23107731 12 2.379268 ## 1371 #00BA38 3 3.270215095 0.9989990929 0.9989990929 39.24258114 12 2.379935 ## 1372 #00BA38 3 3.271152653 0.9992855021 0.9992855021 39.25383184 12 2.380602 ## 1373 #00BA38 3 3.271899130 0.9995135391 0.9995135391 39.26278956 12 2.381269 ## 1374 #00BA38 3 3.272489034 0.9996937453 0.9996937453 39.26986840 12 2.381935 ## 1375 #00BA38 3 3.273021679 0.9998564599 0.9998564599 39.27626014 12 2.382602 ## 1376 #00BA38 3 3.273256617 0.9999282299 0.9999282299 39.27907941 12 2.383269 ## 1377 #00BA38 3 3.273491556 1.0000000000 1.0000000000 39.28189867 12 2.383936 ## 1378 #00BA38 3 3.273446775 0.9999863201 0.9999863201 39.28136130 12 2.384603 ## 1379 #00BA38 3 3.273319845 0.9999475449 0.9999475449 39.27983813 12 2.385269 ## 1380 #00BA38 3 3.273051225 0.9998654859 0.9998654859 39.27661470 12 2.385936 ## 1381 #00BA38 3 3.272555950 0.9997141873 0.9997141873 39.27067141 12 2.386603 ## 1382 #00BA38 3 3.272060676 0.9995628887 0.9995628887 39.26472811 12 2.387270 ## 1383 #00BA38 3 3.271192400 0.9992976443 0.9992976443 39.25430880 12 2.387937 ## 1384 #00BA38 3 3.270322756 0.9990319817 0.9990319817 39.24387307 12 2.388604 ## 1385 #00BA38 3 3.269222110 0.9986957516 0.9986957516 39.23066532 12 2.389270 ## 1386 #00BA38 3 3.267972542 0.9983140284 0.9983140284 39.21567050 12 2.389937 ## 1387 #00BA38 3 3.266638392 0.9979064667 0.9979064667 39.19966071 12 2.390604 ## 1388 #00BA38 3 3.265003837 0.9974071360 0.9974071360 39.18004605 12 2.391271 ## 1389 #00BA38 3 3.263369283 0.9969078053 0.9969078053 39.16043139 12 2.391938 ## 1390 #00BA38 3 3.261410871 0.9963095416 0.9963095416 39.13693046 12 2.392604 ## 1391 #00BA38 3 3.259386776 0.9956912123 0.9956912123 39.11264131 12 2.393271 ## 1392 #00BA38 3 3.257188306 0.9950196146 0.9950196146 39.08625967 12 2.393938 ## 1393 #00BA38 3 3.254770642 0.9942810563 0.9942810563 39.05724770 12 2.394605 ## 1394 #00BA38 3 3.252331244 0.9935358588 0.9935358588 39.02797493 12 2.395272 ## 1395 #00BA38 3 3.249516526 0.9926760067 0.9926760067 38.99419831 12 2.395938 ## 1396 #00BA38 3 3.246701807 0.9918161547 0.9918161547 38.96042169 12 2.396605 ## 1397 #00BA38 3 3.243620534 0.9908748745 0.9908748745 38.92344641 12 2.397272 ## 1398 #00BA38 3 3.240405833 0.9898928341 0.9898928341 38.88487000 12 2.397939 ## 1399 #00BA38 3 3.237079244 0.9888766134 0.9888766134 38.84495092 12 2.398606 ## 1400 #00BA38 3 3.233462201 0.9877716638 0.9877716638 38.80154641 12 2.399272 ## 1401 #00BA38 3 3.229845158 0.9866667143 0.9866667143 38.75814189 12 2.399939 ## 1402 #00BA38 3 3.225868540 0.9854519203 0.9854519203 38.71042248 12 2.400606 ## 1403 #00BA38 3 3.221847377 0.9842235184 0.9842235184 38.66216852 12 2.401273 ## 1404 #00BA38 3 3.217622971 0.9829330292 0.9829330292 38.61147565 12 2.401940 ## 1405 #00BA38 3 3.213196499 0.9815808120 0.9815808120 38.55835799 12 2.402607 ## 1406 #00BA38 3 3.208724108 0.9802145671 0.9802145671 38.50468930 12 2.403273 ## 1407 #00BA38 3 3.203891739 0.9787383545 0.9787383545 38.44670086 12 2.403940 ## 1408 #00BA38 3 3.199059369 0.9772621418 0.9772621418 38.38871243 12 2.404607 ## 1409 #00BA38 3 3.193932811 0.9756960593 0.9756960593 38.32719373 12 2.405274 ## 1410 #00BA38 3 3.188694557 0.9740958555 0.9740958555 38.26433469 12 2.405941 ## 1411 #00BA38 3 3.183319939 0.9724539943 0.9724539943 38.19983926 12 2.406607 ## 1412 #00BA38 3 3.177676424 0.9707299897 0.9707299897 38.13211709 12 2.407274 ## 1413 #00BA38 3 3.172032910 0.9690059852 0.9690059852 38.06439492 12 2.407941 ## 1414 #00BA38 3 3.166006311 0.9671649544 0.9671649544 37.99207574 12 2.408608 ## 1415 #00BA38 3 3.159958770 0.9653175261 0.9653175261 37.91950524 12 2.409275 ## 1416 #00BA38 3 3.153686070 0.9634013152 0.9634013152 37.84423284 12 2.409941 ## 1417 #00BA38 3 3.147236348 0.9614310268 0.9614310268 37.76683617 12 2.410608 ## 1418 #00BA38 3 3.140718063 0.9594397938 0.9594397938 37.68861676 12 2.411275 ## 1419 #00BA38 3 3.133868616 0.9573473956 0.9573473956 37.60642339 12 2.411942 ## 1420 #00BA38 3 3.127019168 0.9552549975 0.9552549975 37.52423002 12 2.412609 ## 1421 #00BA38 3 3.119859053 0.9530676955 0.9530676955 37.43830864 12 2.413275 ## 1422 #00BA38 3 3.112612943 0.9508541231 0.9508541231 37.35135531 12 2.413942 ## 1423 #00BA38 3 3.105211645 0.9485931435 0.9485931435 37.26253974 12 2.414609 ## 1424 #00BA38 3 3.097572537 0.9462595165 0.9462595165 37.17087044 12 2.415276 ## 1425 #00BA38 3 3.089930879 0.9439251105 0.9439251105 37.07917054 12 2.415943 ## 1426 #00BA38 3 3.081903032 0.9414727301 0.9414727301 36.98283638 12 2.416609 ## 1427 #00BA38 3 3.073875185 0.9390203496 0.9390203496 36.88650222 12 2.417276 ## 1428 #00BA38 3 3.065610002 0.9364954665 0.9364954665 36.78732002 12 2.417943 ## 1429 #00BA38 3 3.057198262 0.9339258129 0.9339258129 36.68637915 12 2.418610 ## 1430 #00BA38 3 3.048699506 0.9313295771 0.9313295771 36.58439408 12 2.419277 ## 1431 #00BA38 3 3.039909296 0.9286443066 0.9286443066 36.47891155 12 2.419944 ## 1432 #00BA38 3 3.031119086 0.9259590360 0.9259590360 36.37342903 12 2.420610 ## 1433 #00BA38 3 3.022015392 0.9231780014 0.9231780014 36.26418471 12 2.421277 ## 1434 #00BA38 3 3.012852695 0.9203789421 0.9203789421 36.15423234 12 2.421944 ## 1435 #00BA38 3 3.003524121 0.9175292100 0.9175292100 36.04228945 12 2.422611 ## 1436 #00BA38 3 2.993995471 0.9146183579 0.9146183579 35.92794566 12 2.423278 ## 1437 #00BA38 3 2.984443511 0.9117003847 0.9117003847 35.81332213 12 2.423944 ## 1438 #00BA38 3 2.974555975 0.9086798987 0.9086798987 35.69467170 12 2.424611 ## 1439 #00BA38 3 2.964668440 0.9056594127 0.9056594127 35.57602128 12 2.425278 ## 1440 #00BA38 3 2.954543202 0.9025663125 0.9025663125 35.45451843 12 2.425945 ## 1441 #00BA38 3 2.944304365 0.8994385092 0.8994385092 35.33165238 12 2.426612 ## 1442 #00BA38 3 2.933966573 0.8962804771 0.8962804771 35.20759888 12 2.427278 ## 1443 #00BA38 3 2.923384515 0.8930478252 0.8930478252 35.08061418 12 2.427945 ## 1444 #00BA38 3 2.912802456 0.8898151733 0.8898151733 34.95362947 12 2.428612 ## 1445 #00BA38 3 2.901919205 0.8864905118 0.8864905118 34.82303046 12 2.429279 ## 1446 #00BA38 3 2.891002483 0.8831556258 0.8831556258 34.69202980 12 2.429946 ## 1447 #00BA38 3 2.879919138 0.8797698388 0.8797698388 34.55902966 12 2.430612 ## 1448 #00BA38 3 2.868676769 0.8763354723 0.8763354723 34.42412122 12 2.431279 ## 1449 #00BA38 3 2.857395397 0.8728891912 0.8728891912 34.28874476 12 2.431946 ## 1450 #00BA38 3 2.845836826 0.8693582303 0.8693582303 34.15004191 12 2.432613 ## 1451 #00BA38 3 2.834278255 0.8658272694 0.8658272694 34.01133906 12 2.433280 ## 1452 #00BA38 3 2.822494514 0.8622275225 0.8622275225 33.86993417 12 2.433947 ## 1453 #00BA38 3 2.810629600 0.8586029784 0.8586029784 33.72755519 12 2.434613 ## 1454 #00BA38 3 2.798662025 0.8549470733 0.8549470733 33.58394430 12 2.435280 ## 1455 #00BA38 3 2.786501008 0.8512320747 0.8512320747 33.43801210 12 2.435947 ## 1456 #00BA38 3 2.774339992 0.8475170760 0.8475170760 33.29207990 12 2.436614 ## 1457 #00BA38 3 2.761905356 0.8437184910 0.8437184910 33.14286427 12 2.437281 ## 1458 #00BA38 3 2.749458838 0.8399162762 0.8399162762 32.99350605 12 2.437947 ## 1459 #00BA38 3 2.736855799 0.8360662469 0.8360662469 32.84226959 12 2.438614 ## 1460 #00BA38 3 2.724134714 0.8321801560 0.8321801560 32.68961656 12 2.439281 ## 1461 #00BA38 3 2.711365771 0.8282794455 0.8282794455 32.53638925 12 2.439948 ## 1462 #00BA38 3 2.698381357 0.8243129119 0.8243129119 32.38057628 12 2.440615 ## 1463 #00BA38 3 2.685396942 0.8203463784 0.8203463784 32.22476331 12 2.441281 ## 1464 #00BA38 3 2.672212737 0.8163188116 0.8163188116 32.06655284 12 2.441948 ## 1465 #00BA38 3 2.658976511 0.8122753537 0.8122753537 31.90771814 12 2.442615 ## 1466 #00BA38 3 2.645643045 0.8082021902 0.8082021902 31.74771654 12 2.443282 ## 1467 #00BA38 3 2.632166776 0.8040854027 0.8040854027 31.58600131 12 2.443949 ## 1468 #00BA38 3 2.618686681 0.7999674465 0.7999674465 31.42424017 12 2.444615 ## 1469 #00BA38 3 2.604982358 0.7957809920 0.7957809920 31.25978829 12 2.445282 ## 1470 #00BA38 3 2.591278034 0.7915945375 0.7915945375 31.09533641 12 2.445949 ## 1471 #00BA38 3 2.577438045 0.7873666393 0.7873666393 30.92925654 12 2.446616 ## 1472 #00BA38 3 2.563517850 0.7831142393 0.7831142393 30.76221420 12 2.447283 ## 1473 #00BA38 3 2.549548782 0.7788469095 0.7788469095 30.59458538 12 2.447950 ## 1474 #00BA38 3 2.535425062 0.7745323362 0.7745323362 30.42510075 12 2.448616 ## 1475 #00BA38 3 2.521301343 0.7702177628 0.7702177628 30.25561611 12 2.449283 ## 1476 #00BA38 3 2.507014893 0.7658534780 0.7658534780 30.08417872 12 2.449950 ## 1477 #00BA38 3 2.492700134 0.7614805450 0.7614805450 29.91240161 12 2.450617 ## 1478 #00BA38 3 2.478302666 0.7570823458 0.7570823458 29.73963199 12 2.451284 ## 1479 #00BA38 3 2.463809460 0.7526549000 0.7526549000 29.56571352 12 2.451950 ## 1480 #00BA38 3 2.449303792 0.7482236475 0.7482236475 29.39164550 12 2.452617 ## 1481 #00BA38 3 2.434644811 0.7437455603 0.7437455603 29.21573774 12 2.453284 ## 1482 #00BA38 3 2.419985831 0.7392674731 0.7392674731 29.03982997 12 2.453951 ## 1483 #00BA38 3 2.405221730 0.7347572733 0.7347572733 28.86266076 12 2.454618 ## 1484 #00BA38 3 2.390409701 0.7302324324 0.7302324324 28.68491641 12 2.455284 ## 1485 #00BA38 3 2.375555791 0.7256947972 0.7256947972 28.50666949 12 2.455951 ## 1486 #00BA38 3 2.360603466 0.7211270981 0.7211270981 28.32724160 12 2.456618 ## 1487 #00BA38 3 2.345651142 0.7165593991 0.7165593991 28.14781371 12 2.457285 ## 1488 #00BA38 3 2.330582727 0.7119562361 0.7119562361 27.96699272 12 2.457952 ## 1489 #00BA38 3 2.315502859 0.7073495744 0.7073495744 27.78603431 12 2.458618 ## 1490 #00BA38 3 2.300363069 0.7027246077 0.7027246077 27.60435683 12 2.459285 ## 1491 #00BA38 3 2.285168383 0.6980828709 0.6980828709 27.42202060 12 2.459952 ## 1492 #00BA38 3 2.269960055 0.6934369667 0.6934369667 27.23952066 12 2.460619 ## 1493 #00BA38 3 2.254663226 0.6887640268 0.6887640268 27.05595871 12 2.461286 ## 1494 #00BA38 3 2.239366397 0.6840910870 0.6840910870 26.87239676 12 2.461953 ## 1495 #00BA38 3 2.224002837 0.6793977619 0.6793977619 26.68803404 12 2.462619 ## 1496 #00BA38 3 2.208616465 0.6746974681 0.6746974681 26.50339758 12 2.463286 ## 1497 #00BA38 3 2.193202595 0.6699887743 0.6699887743 26.31843114 12 2.463953 ## 1498 #00BA38 3 2.177739182 0.6652649457 0.6652649457 26.13287019 12 2.464620 ## 1499 #00BA38 3 2.162275769 0.6605411171 0.6605411171 25.94730923 12 2.465287 ## 1500 #00BA38 3 2.146749727 0.6557981564 0.6557981564 25.76099673 12 2.465953 ## 1501 #00BA38 3 2.131221655 0.6510545754 0.6510545754 25.57465986 12 2.466620 ## 1502 #00BA38 3 2.115663165 0.6463017025 0.6463017025 25.38795799 12 2.467287 ## 1503 #00BA38 3 2.100082675 0.6415421084 0.6415421084 25.20099209 12 2.467954 ## 1504 #00BA38 3 2.084494440 0.6367801489 0.6367801489 25.01393328 12 2.468621 ## 1505 #00BA38 3 2.068873610 0.6320082317 0.6320082317 24.82648332 12 2.469287 ## 1506 #00BA38 3 2.053252779 0.6272363146 0.6272363146 24.63903335 12 2.469954 ## 1507 #00BA38 3 2.037609094 0.6224574155 0.6224574155 24.45130912 12 2.470621 ## 1508 #00BA38 3 2.021959823 0.6176768104 0.6176768104 24.26351788 12 2.471288 ## 1509 #00BA38 3 2.006303600 0.6128940815 0.6128940815 24.07564321 12 2.471955 ## 1510 #00BA38 3 1.990637591 0.6081083629 0.6081083629 23.88765109 12 2.472621 ## 1511 #00BA38 3 1.974971440 0.6033226010 0.6033226010 23.69965728 12 2.473288 ## 1512 #00BA38 3 1.959300179 0.5985352781 0.5985352781 23.51160214 12 2.473955 ## 1513 #00BA38 3 1.943628918 0.5937479552 0.5937479552 23.32354701 12 2.474622 ## 1514 #00BA38 3 1.927961492 0.5889618040 0.5889618040 23.13553791 12 2.475289 ## 1515 #00BA38 3 1.912296237 0.5841763158 0.5841763158 22.94755484 12 2.475955 ## 1516 #00BA38 3 1.896635242 0.5793921292 0.5793921292 22.75962291 12 2.476622 ## 1517 #00BA38 3 1.880987007 0.5746118402 0.5746118402 22.57184408 12 2.477289 ## 1518 #00BA38 3 1.865338771 0.5698315512 0.5698315512 22.38406525 12 2.477956 ## 1519 #00BA38 3 1.849714480 0.5650585769 0.5650585769 22.19657376 12 2.478623 ## 1520 #00BA38 3 1.834094022 0.5602867734 0.5602867734 22.00912826 12 2.479290 ## 1521 #00BA38 3 1.818491690 0.5555205074 0.5555205074 21.82190028 12 2.479956 ## 1522 #00BA38 3 1.802909498 0.5507603936 0.5507603936 21.63491397 12 2.480623 ## 1523 #00BA38 3 1.787331444 0.5460015442 0.5460015442 21.44797733 12 2.481290 ## 1524 #00BA38 3 1.771797729 0.5412562393 0.5412562393 21.26157275 12 2.481957 ## 1525 #00BA38 3 1.756264013 0.5365109344 0.5365109344 21.07516816 12 2.482624 ## 1526 #00BA38 3 1.740771006 0.5317780652 0.5317780652 20.88925207 12 2.483290 ## 1527 #00BA38 3 1.725295690 0.5270506004 0.5270506004 20.70354828 12 2.483957 ## 1528 #00BA38 3 1.709841377 0.5223295516 0.5223295516 20.51809652 12 2.484624 ## 1529 #00BA38 3 1.694434087 0.5176228678 0.5176228678 20.33320904 12 2.485291 ## 1530 #00BA38 3 1.679026797 0.5129161839 0.5129161839 20.14832156 12 2.485958 ## 1531 #00BA38 3 1.663690702 0.5082312489 0.5082312489 19.96428842 12 2.486624 ## 1532 #00BA38 3 1.648360762 0.5035481942 0.5035481942 19.78032914 12 2.487291 ## 1533 #00BA38 3 1.633076777 0.4988791781 0.4988791781 19.59692132 12 2.487958 ## 1534 #00BA38 3 1.617833202 0.4942225065 0.4942225065 19.41399842 12 2.488625 ## 1535 #00BA38 3 1.602603295 0.4895700105 0.4895700105 19.23123955 12 2.489292 ## 1536 #00BA38 3 1.587454787 0.4849423803 0.4849423803 19.04945744 12 2.489958 ## 1537 #00BFC4 4 0.819132638 0.2244084160 0.2244084160 9.01045902 11 2.184691 ## 1538 #00BFC4 4 0.819657415 0.2245521832 0.2245521832 9.01623157 11 2.185465 ## 1539 #00BFC4 4 0.820035771 0.2246558370 0.2246558370 9.02039348 11 2.186238 ## 1540 #00BFC4 4 0.820129954 0.2246816393 0.2246816393 9.02142949 11 2.187011 ## 1541 #00BFC4 4 0.820114509 0.2246774080 0.2246774080 9.02125960 11 2.187784 ## 1542 #00BFC4 4 0.819785156 0.2245871790 0.2245871790 9.01763672 11 2.188557 ## 1543 #00BFC4 4 0.819382414 0.2244768443 0.2244768443 9.01320656 11 2.189330 ## 1544 #00BFC4 4 0.818638648 0.2242730831 0.2242730831 9.00502512 11 2.190104 ## 1545 #00BFC4 4 0.817856738 0.2240588721 0.2240588721 8.99642411 11 2.190877 ## 1546 #00BFC4 4 0.816709716 0.2237446357 0.2237446357 8.98380688 11 2.191650 ## 1547 #00BFC4 4 0.815530727 0.2234216415 0.2234216415 8.97083799 11 2.192423 ## 1548 #00BFC4 4 0.814021251 0.2230081076 0.2230081076 8.95423376 11 2.193196 ## 1549 #00BFC4 4 0.812454428 0.2225788630 0.2225788630 8.93699871 11 2.193970 ## 1550 #00BFC4 4 0.810599660 0.2220707336 0.2220707336 8.91659626 11 2.194743 ## 1551 #00BFC4 4 0.808660505 0.2215394852 0.2215394852 8.89526555 11 2.195516 ## 1552 #00BFC4 4 0.806474771 0.2209406847 0.2209406847 8.87122248 11 2.196289 ## 1553 #00BFC4 4 0.804180647 0.2203121896 0.2203121896 8.84598711 11 2.197062 ## 1554 #00BFC4 4 0.801679703 0.2196270348 0.2196270348 8.81847674 11 2.197835 ## 1555 #00BFC4 4 0.799049760 0.2189065393 0.2189065393 8.78954736 11 2.198609 ## 1556 #00BFC4 4 0.796250732 0.2181397216 0.2181397216 8.75875805 11 2.199382 ## 1557 #00BFC4 4 0.793305817 0.2173329367 0.2173329367 8.72636398 11 2.200155 ## 1558 #00BFC4 4 0.790227127 0.2164895031 0.2164895031 8.69249839 11 2.200928 ## 1559 #00BFC4 4 0.786989682 0.2156025774 0.2156025774 8.65688650 11 2.201701 ## 1560 #00BFC4 4 0.783650973 0.2146879095 0.2146879095 8.62016071 11 2.202474 ## 1561 #00BFC4 4 0.780144931 0.2137273990 0.2137273990 8.58159424 11 2.203248 ## 1562 #00BFC4 4 0.776566984 0.2127471897 0.2127471897 8.54223682 11 2.204021 ## 1563 #00BFC4 4 0.772817644 0.2117200258 0.2117200258 8.50099408 11 2.204794 ## 1564 #00BFC4 4 0.769022286 0.2106802550 0.2106802550 8.45924514 11 2.205567 ## 1565 #00BFC4 4 0.765056192 0.2095937096 0.2095937096 8.41561811 11 2.206340 ## 1566 #00BFC4 4 0.761066204 0.2085006180 0.2085006180 8.37172824 11 2.207113 ## 1567 #00BFC4 4 0.756911010 0.2073622670 0.2073622670 8.32602111 11 2.207887 ## 1568 #00BFC4 4 0.752741956 0.2062201190 0.2062201190 8.28016152 11 2.208660 ## 1569 #00BFC4 4 0.748434351 0.2050400135 0.2050400135 8.23277786 11 2.209433 ## 1570 #00BFC4 4 0.744109246 0.2038551138 0.2038551138 8.18520170 11 2.210206 ## 1571 #00BFC4 4 0.739680041 0.2026416952 0.2026416952 8.13648045 11 2.210979 ## 1572 #00BFC4 4 0.735228475 0.2014221506 0.2014221506 8.08751323 11 2.211753 ## 1573 #00BFC4 4 0.730703220 0.2001824180 0.2001824180 8.03773542 11 2.212526 ## 1574 #00BFC4 4 0.726155417 0.1989365085 0.1989365085 7.98770959 11 2.213299 ## 1575 #00BFC4 4 0.721560074 0.1976775749 0.1976775749 7.93716082 11 2.214072 ## 1576 #00BFC4 4 0.716946738 0.1964137116 0.1964137116 7.88641411 11 2.214845 ## 1577 #00BFC4 4 0.712307570 0.1951427719 0.1951427719 7.83538327 11 2.215618 ## 1578 #00BFC4 4 0.707659723 0.1938694542 0.1938694542 7.78425695 11 2.216392 ## 1579 #00BFC4 4 0.703003177 0.1925937536 0.1925937536 7.73303495 11 2.217165 ## 1580 #00BFC4 4 0.698352007 0.1913195256 0.1913195256 7.68187208 11 2.217938 ## 1581 #00BFC4 4 0.693704597 0.1900463278 0.1900463278 7.63075057 11 2.218711 ## 1582 #00BFC4 4 0.689081297 0.1887797351 0.1887797351 7.57989427 11 2.219484 ## 1583 #00BFC4 4 0.684469486 0.1875162899 0.1875162899 7.52916435 11 2.220257 ## 1584 #00BFC4 4 0.679905099 0.1862658367 0.1862658367 7.47895608 11 2.221031 ## 1585 #00BFC4 4 0.675355184 0.1850193487 0.1850193487 7.42890703 11 2.221804 ## 1586 #00BFC4 4 0.670880443 0.1837934550 0.1837934550 7.37968488 11 2.222577 ## 1587 #00BFC4 4 0.666418445 0.1825710523 0.1825710523 7.33060290 11 2.223350 ## 1588 #00BFC4 4 0.662063627 0.1813780124 0.1813780124 7.28269989 11 2.224123 ## 1589 #00BFC4 4 0.657719727 0.1801879637 0.1801879637 7.23491699 11 2.224897 ## 1590 #00BFC4 4 0.653509944 0.1790346575 0.1790346575 7.18860938 11 2.225670 ## 1591 #00BFC4 4 0.649320028 0.1778867940 0.1778867940 7.14252030 11 2.226443 ## 1592 #00BFC4 4 0.645273439 0.1767781964 0.1767781964 7.09800783 11 2.227216 ## 1593 #00BFC4 4 0.641266241 0.1756803900 0.1756803900 7.05392865 11 2.227989 ## 1594 #00BFC4 4 0.637406663 0.1746230255 0.1746230255 7.01147329 11 2.228762 ## 1595 #00BFC4 4 0.633609992 0.1735828951 0.1735828951 6.96970992 11 2.229536 ## 1596 #00BFC4 4 0.629960438 0.1725830684 0.1725830684 6.92956482 11 2.230309 ## 1597 #00BFC4 4 0.626401053 0.1716079442 0.1716079442 6.89041158 11 2.231082 ## 1598 #00BFC4 4 0.622983641 0.1706717149 0.1706717149 6.85282005 11 2.231855 ## 1599 #00BFC4 4 0.619687123 0.1697686056 0.1697686056 6.81655836 11 2.232628 ## 1600 #00BFC4 4 0.616522992 0.1689017647 0.1689017647 6.78175291 11 2.233401 ## 1601 #00BFC4 4 0.613513638 0.1680773263 0.1680773263 6.74865002 11 2.234175 ## 1602 #00BFC4 4 0.610622865 0.1672853743 0.1672853743 6.71685152 11 2.234948 ## 1603 #00BFC4 4 0.607923580 0.1665458819 0.1665458819 6.68715938 11 2.235721 ## 1604 #00BFC4 4 0.605325110 0.1658340089 0.1658340089 6.65857621 11 2.236494 ## 1605 #00BFC4 4 0.602957314 0.1651853308 0.1651853308 6.63253046 11 2.237267 ## 1606 #00BFC4 4 0.600668893 0.1645583981 0.1645583981 6.60735782 11 2.238040 ## 1607 #00BFC4 4 0.598652438 0.1640059731 0.1640059731 6.58517682 11 2.238814 ## 1608 #00BFC4 4 0.596690552 0.1634684976 0.1634684976 6.56359607 11 2.239587 ## 1609 #00BFC4 4 0.595043650 0.1630173146 0.1630173146 6.54548015 11 2.240360 ## 1610 #00BFC4 4 0.593427272 0.1625744939 0.1625744939 6.52769999 11 2.241133 ## 1611 #00BFC4 4 0.592162636 0.1622280361 0.1622280361 6.51378899 11 2.241906 ## 1612 #00BFC4 4 0.590934638 0.1618916156 0.1618916156 6.50028102 11 2.242680 ## 1613 #00BFC4 4 0.590037977 0.1616459676 0.1616459676 6.49041775 11 2.243453 ## 1614 #00BFC4 4 0.589212742 0.1614198873 0.1614198873 6.48134016 11 2.244226 ## 1615 #00BFC4 4 0.588695078 0.1612780688 0.1612780688 6.47564586 11 2.244999 ## 1616 #00BFC4 4 0.588285189 0.1611657763 0.1611657763 6.47113708 11 2.245772 ## 1617 #00BFC4 4 0.588156111 0.1611304143 0.1611304143 6.46971722 11 2.246545 ## 1618 #00BFC4 4 0.588172335 0.1611348590 0.1611348590 6.46989569 11 2.247319 ## 1619 #00BFC4 4 0.588439990 0.1612081852 0.1612081852 6.47283989 11 2.248092 ## 1620 #00BFC4 4 0.588891264 0.1613318156 0.1613318156 6.47780390 11 2.248865 ## 1621 #00BFC4 4 0.589562353 0.1615156663 0.1615156663 6.48518589 11 2.249638 ## 1622 #00BFC4 4 0.590455790 0.1617604311 0.1617604311 6.49501369 11 2.250411 ## 1623 #00BFC4 4 0.591535581 0.1620562490 0.1620562490 6.50689139 11 2.251184 ## 1624 #00BFC4 4 0.592876484 0.1624236010 0.1624236010 6.52164133 11 2.251958 ## 1625 #00BFC4 4 0.594368822 0.1628324397 0.1628324397 6.53805704 11 2.252731 ## 1626 #00BFC4 4 0.596160713 0.1633233437 0.1633233437 6.55776785 11 2.253504 ## 1627 #00BFC4 4 0.598068048 0.1638458744 0.1638458744 6.57874853 11 2.254277 ## 1628 #00BFC4 4 0.600312708 0.1644608184 0.1644608184 6.60343979 11 2.255050 ## 1629 #00BFC4 4 0.602636127 0.1650973389 0.1650973389 6.62899740 11 2.255823 ## 1630 #00BFC4 4 0.605333647 0.1658363476 0.1658363476 6.65867012 11 2.256597 ## 1631 #00BFC4 4 0.608072915 0.1665867936 0.1665867936 6.68880207 11 2.257370 ## 1632 #00BFC4 4 0.611221760 0.1674494467 0.1674494467 6.72343936 11 2.258143 ## 1633 #00BFC4 4 0.614407226 0.1683221325 0.1683221325 6.75847949 11 2.258916 ## 1634 #00BFC4 4 0.617972453 0.1692988569 0.1692988569 6.79769698 11 2.259689 ## 1635 #00BFC4 4 0.621605482 0.1702941563 0.1702941563 6.83766030 11 2.260463 ## 1636 #00BFC4 4 0.625578448 0.1713825846 0.1713825846 6.88136293 11 2.261236 ## 1637 #00BFC4 4 0.629654198 0.1724991711 0.1724991711 6.92619617 11 2.262009 ## 1638 #00BFC4 4 0.634029946 0.1736979450 0.1736979450 6.97432941 11 2.262782 ## 1639 #00BFC4 4 0.638542230 0.1749341240 0.1749341240 7.02396454 11 2.263555 ## 1640 #00BFC4 4 0.643314798 0.1762416099 0.1762416099 7.07646278 11 2.264328 ## 1641 #00BFC4 4 0.648256195 0.1775953481 0.1775953481 7.13081815 11 2.265102 ## 1642 #00BFC4 4 0.653418698 0.1790096599 0.1790096599 7.18760567 11 2.265875 ## 1643 #00BFC4 4 0.658780665 0.1804786170 0.1804786170 7.24658732 11 2.266648 ## 1644 #00BFC4 4 0.664325386 0.1819976408 0.1819976408 7.30757925 11 2.267421 ## 1645 #00BFC4 4 0.670098385 0.1835792033 0.1835792033 7.37108223 11 2.268194 ## 1646 #00BFC4 4 0.676016868 0.1852006226 0.1852006226 7.43618555 11 2.268967 ## 1647 #00BFC4 4 0.682190490 0.1868919395 0.1868919395 7.50409540 11 2.269741 ## 1648 #00BFC4 4 0.688473641 0.1886132624 0.1886132624 7.57321005 11 2.270514 ## 1649 #00BFC4 4 0.695036748 0.1904112821 0.1904112821 7.64540423 11 2.271287 ## 1650 #00BFC4 4 0.701674930 0.1922298689 0.1922298689 7.71842423 11 2.272060 ## 1651 #00BFC4 4 0.708615794 0.1941313782 0.1941313782 7.79477374 11 2.272833 ## 1652 #00BFC4 4 0.715598938 0.1960444703 0.1960444703 7.87158832 11 2.273606 ## 1653 #00BFC4 4 0.722905382 0.1980461334 0.1980461334 7.95195920 11 2.274380 ## 1654 #00BFC4 4 0.730240980 0.2000557836 0.2000557836 8.03265079 11 2.275153 ## 1655 #00BFC4 4 0.737882639 0.2021492815 0.2021492815 8.11670903 11 2.275926 ## 1656 #00BFC4 4 0.745569439 0.2042551462 0.2042551462 8.20126382 11 2.276699 ## 1657 #00BFC4 4 0.753524322 0.2064344548 0.2064344548 8.28876754 11 2.277472 ## 1658 #00BFC4 4 0.761549691 0.2086330735 0.2086330735 8.37704660 11 2.278246 ## 1659 #00BFC4 4 0.769807074 0.2108952545 0.2108952545 8.46787782 11 2.279019 ## 1660 #00BFC4 4 0.778158416 0.2131831763 0.2131831763 8.55974258 11 2.279792 ## 1661 #00BFC4 4 0.786707683 0.2155253214 0.2155253214 8.65378452 11 2.280565 ## 1662 #00BFC4 4 0.795372583 0.2178991450 0.2178991450 8.74909841 11 2.281338 ## 1663 #00BFC4 4 0.804203334 0.2203184050 0.2203184050 8.84623667 11 2.282111 ## 1664 #00BFC4 4 0.813169702 0.2227748185 0.2227748185 8.94486672 11 2.282885 ## 1665 #00BFC4 4 0.822271856 0.2252684316 0.2252684316 9.04499041 11 2.283658 ## 1666 #00BFC4 4 0.831528068 0.2278042504 0.2278042504 9.14680875 11 2.284431 ## 1667 #00BFC4 4 0.840891966 0.2303695706 0.2303695706 9.24981163 11 2.285204 ## 1668 #00BFC4 4 0.850426998 0.2329817744 0.2329817744 9.35469697 11 2.285977 ## 1669 #00BFC4 4 0.860043500 0.2356162977 0.2356162977 9.46047850 11 2.286750 ## 1670 #00BFC4 4 0.869847054 0.2383020654 0.2383020654 9.56831759 11 2.287524 ## 1671 #00BFC4 4 0.879707631 0.2410034551 0.2410034551 9.67678394 11 2.288297 ## 1672 #00BFC4 4 0.889770257 0.2437601980 0.2437601980 9.78747283 11 2.289070 ## 1673 #00BFC4 4 0.899867077 0.2465263084 0.2465263084 9.89853784 11 2.289843 ## 1674 #00BFC4 4 0.910180285 0.2493517004 0.2493517004 10.01198314 11 2.290616 ## 1675 #00BFC4 4 0.920513662 0.2521826177 0.2521826177 10.12565029 11 2.291390 ## 1676 #00BFC4 4 0.931062652 0.2550726038 0.2550726038 10.24168917 11 2.292163 ## 1677 #00BFC4 4 0.941638187 0.2579698626 0.2579698626 10.35802006 11 2.292936 ## 1678 #00BFC4 4 0.952404869 0.2609194873 0.2609194873 10.47645355 11 2.293709 ## 1679 #00BFC4 4 0.963216536 0.2638814365 0.2638814365 10.59538190 11 2.294482 ## 1680 #00BFC4 4 0.974196589 0.2668895161 0.2668895161 10.71616248 11 2.295255 ## 1681 #00BFC4 4 0.985239605 0.2699148451 0.2699148451 10.83763565 11 2.296029 ## 1682 #00BFC4 4 0.996429725 0.2729804745 0.2729804745 10.96072697 11 2.296802 ## 1683 #00BFC4 4 1.007700608 0.2760682297 0.2760682297 11.08470669 11 2.297575 ## 1684 #00BFC4 4 1.019098546 0.2791907925 0.2791907925 11.21008400 11 2.298348 ## 1685 #00BFC4 4 1.030595161 0.2823403890 0.2823403890 11.33654677 11 2.299121 ## 1686 #00BFC4 4 1.042199746 0.2855195646 0.2855195646 11.46419720 11 2.299894 ## 1687 #00BFC4 4 1.053921335 0.2887307946 0.2887307946 11.59313469 11 2.300668 ## 1688 #00BFC4 4 1.065732492 0.2919665622 0.2919665622 11.72305741 11 2.301441 ## 1689 #00BFC4 4 1.077679686 0.2952395987 0.2952395987 11.85447655 11 2.302214 ## 1690 #00BFC4 4 1.089698437 0.2985322387 0.2985322387 11.98668281 11 2.302987 ## 1691 #00BFC4 4 1.101873254 0.3018676343 0.3018676343 12.12060580 11 2.303760 ## 1692 #00BFC4 4 1.114101715 0.3052177261 0.3052177261 12.25511887 11 2.304533 ## 1693 #00BFC4 4 1.126507538 0.3086164077 0.3086164077 12.39158292 11 2.305307 ## 1694 #00BFC4 4 1.138948894 0.3120248241 0.3120248241 12.52843784 11 2.306080 ## 1695 #00BFC4 4 1.151590435 0.3154880826 0.3154880826 12.66749478 11 2.306853 ## 1696 #00BFC4 4 1.164251333 0.3189566444 0.3189566444 12.80676466 11 2.307626 ## 1697 #00BFC4 4 1.177132158 0.3224854570 0.3224854570 12.94845374 11 2.308399 ## 1698 #00BFC4 4 1.190035783 0.3260205157 0.3260205157 13.09039361 11 2.309173 ## 1699 #00BFC4 4 1.203145120 0.3296119310 0.3296119310 13.23459632 11 2.309946 ## 1700 #00BFC4 4 1.216298898 0.3332155213 0.3332155213 13.37928787 11 2.310719 ## 1701 #00BFC4 4 1.229643786 0.3368714680 0.3368714680 13.52608165 11 2.311492 ## 1702 #00BFC4 4 1.243056229 0.3405459219 0.3405459219 13.67361852 11 2.312265 ## 1703 #00BFC4 4 1.256644505 0.3442685468 0.3442685468 13.82308956 11 2.313038 ## 1704 #00BFC4 4 1.270325102 0.3480164637 0.3480164637 13.97357612 11 2.313812 ## 1705 #00BFC4 4 1.284165308 0.3518081070 0.3518081070 14.12581839 11 2.314585 ## 1706 #00BFC4 4 1.298124396 0.3556323189 0.3556323189 14.27936836 11 2.315358 ## 1707 #00BFC4 4 1.312225681 0.3594954869 0.3594954869 14.43448249 11 2.316131 ## 1708 #00BFC4 4 1.326474304 0.3633990196 0.3633990196 14.59121735 11 2.316904 ## 1709 #00BFC4 4 1.340846312 0.3673363545 0.3673363545 14.74930944 11 2.317677 ## 1710 #00BFC4 4 1.355396068 0.3713223849 0.3713223849 14.90935675 11 2.318451 ## 1711 #00BFC4 4 1.370048819 0.3753366317 0.3753366317 15.07053701 11 2.319224 ## 1712 #00BFC4 4 1.384911686 0.3794084419 0.3794084419 15.23402855 11 2.319997 ## 1713 #00BFC4 4 1.399855447 0.3835024133 0.3835024133 15.39840992 11 2.320770 ## 1714 #00BFC4 4 1.415043610 0.3876633408 0.3876633408 15.56547971 11 2.321543 ## 1715 #00BFC4 4 1.430288759 0.3918398802 0.3918398802 15.73317634 11 2.322316 ## 1716 #00BFC4 4 1.445814411 0.3960932658 0.3960932658 15.90395852 11 2.323090 ## 1717 #00BFC4 4 1.461371294 0.4003552075 0.4003552075 16.07508423 11 2.323863 ## 1718 #00BFC4 4 1.477246442 0.4047043406 0.4047043406 16.24971086 11 2.324636 ## 1719 #00BFC4 4 1.493150968 0.4090615219 0.4090615219 16.42466065 11 2.325409 ## 1720 #00BFC4 4 1.509361482 0.4135025313 0.4135025313 16.60297630 11 2.326182 ## 1721 #00BFC4 4 1.525628782 0.4179590978 0.4179590978 16.78191660 11 2.326956 ## 1722 #00BFC4 4 1.542180366 0.4224935464 0.4224935464 16.96398403 11 2.327729 ## 1723 #00BFC4 4 1.558821276 0.4270524663 0.4270524663 17.14703403 11 2.328502 ## 1724 #00BFC4 4 1.575722620 0.4316827347 0.4316827347 17.33294882 11 2.329275 ## 1725 #00BFC4 4 1.592747093 0.4363467353 0.4363467353 17.52021803 11 2.330048 ## 1726 #00BFC4 4 1.610006078 0.4410749821 0.4410749821 17.71006685 11 2.330821 ## 1727 #00BFC4 4 1.627422975 0.4458464907 0.4458464907 17.90165273 11 2.331595 ## 1728 #00BFC4 4 1.645046509 0.4506746089 0.4506746089 18.09551159 11 2.332368 ## 1729 #00BFC4 4 1.662863380 0.4555556938 0.4555556938 18.29149718 11 2.333141 ## 1730 #00BFC4 4 1.680857245 0.4604852675 0.4604852675 18.48942970 11 2.333914 ## 1731 #00BFC4 4 1.699080119 0.4654775801 0.4654775801 18.68988130 11 2.334687 ## 1732 #00BFC4 4 1.717448816 0.4705098424 0.4705098424 18.89193698 11 2.335460 ## 1733 #00BFC4 4 1.736081991 0.4756145606 0.4756145606 19.09690190 11 2.336234 ## 1734 #00BFC4 4 1.754828592 0.4807503527 0.4807503527 19.30311451 11 2.337007 ## 1735 #00BFC4 4 1.773874443 0.4859681271 0.4859681271 19.51261887 11 2.337780 ## 1736 #00BFC4 4 1.793000443 0.4912078589 0.4912078589 19.72300487 11 2.338553 ## 1737 #00BFC4 4 1.812459232 0.4965387611 0.4965387611 19.93705155 11 2.339326 ## 1738 #00BFC4 4 1.831964417 0.5018823740 0.5018823740 20.15160859 11 2.340100 ## 1739 #00BFC4 4 1.851834117 0.5073258488 0.5073258488 20.37017528 11 2.340873 ## 1740 #00BFC4 4 1.871737120 0.5127784473 0.5127784473 20.58910832 11 2.341646 ## 1741 #00BFC4 4 1.891992572 0.5183276023 0.5183276023 20.81191829 11 2.342419 ## 1742 #00BFC4 4 1.912301002 0.5238912708 0.5238912708 21.03531102 11 2.343192 ## 1743 #00BFC4 4 1.932923526 0.5295409882 0.5295409882 21.26215878 11 2.343965 ## 1744 #00BFC4 4 1.953629742 0.5352136339 0.5352136339 21.48992716 11 2.344739 ## 1745 #00BFC4 4 1.974611127 0.5409616644 0.5409616644 21.72072240 11 2.345512 ## 1746 #00BFC4 4 1.995704743 0.5467404415 0.5467404415 21.95275217 11 2.346285 ## 1747 #00BFC4 4 2.017034552 0.5525839257 0.5525839257 22.18738007 11 2.347058 ## 1748 #00BFC4 4 2.038502333 0.5584652085 0.5584652085 22.42352566 11 2.347831 ## 1749 #00BFC4 4 2.060167837 0.5644006594 0.5644006594 22.66184621 11 2.348604 ## 1750 #00BFC4 4 2.081993624 0.5703800212 0.5703800212 22.90192987 11 2.349378 ## 1751 #00BFC4 4 2.103979760 0.5764033118 0.5764033118 23.14377736 11 2.350151 ## 1752 #00BFC4 4 2.126144418 0.5824755099 0.5824755099 23.38758859 11 2.350924 ## 1753 #00BFC4 4 2.148433754 0.5885818647 0.5885818647 23.63277129 11 2.351697 ## 1754 #00BFC4 4 2.170915138 0.5947408330 0.5947408330 23.88006652 11 2.352470 ## 1755 #00BFC4 4 2.193487864 0.6009248250 0.6009248250 24.12836650 11 2.353243 ## 1756 #00BFC4 4 2.216260825 0.6071636731 0.6071636731 24.37886908 11 2.354017 ## 1757 #00BFC4 4 2.239094758 0.6134192249 0.6134192249 24.63004234 11 2.354790 ## 1758 #00BFC4 4 2.262131159 0.6197302448 0.6197302448 24.88344275 11 2.355563 ## 1759 #00BFC4 4 2.285201768 0.6260506360 0.6260506360 25.13721945 11 2.356336 ## 1760 #00BFC4 4 2.308470541 0.6324253162 0.6324253162 25.39317595 11 2.357109 ## 1761 #00BFC4 4 2.331757001 0.6388048417 0.6388048417 25.64932701 11 2.357883 ## 1762 #00BFC4 4 2.355218212 0.6452322418 0.6452322418 25.90740033 11 2.358656 ## 1763 #00BFC4 4 2.378697688 0.6516646456 0.6516646456 26.16567456 11 2.359429 ## 1764 #00BFC4 4 2.402308424 0.6581330094 0.6581330094 26.42539266 11 2.360202 ## 1765 #00BFC4 4 2.425943690 0.6646080934 0.6646080934 26.68538059 11 2.360975 ## 1766 #00BFC4 4 2.449670656 0.6711082994 0.6711082994 26.94637722 11 2.361748 ## 1767 #00BFC4 4 2.473421915 0.6776151607 0.6776151607 27.20764107 11 2.362522 ## 1768 #00BFC4 4 2.497229876 0.6841375559 0.6841375559 27.46952864 11 2.363295 ## 1769 #00BFC4 4 2.521054929 0.6906646336 0.6906646336 27.73160422 11 2.364068 ## 1770 #00BFC4 4 2.544906848 0.6971990714 0.6971990714 27.99397532 11 2.364841 ## 1771 #00BFC4 4 2.568761286 0.7037341995 0.7037341995 28.25637415 11 2.365614 ## 1772 #00BFC4 4 2.592618480 0.7102700824 0.7102700824 28.51880328 11 2.366387 ## 1773 #00BFC4 4 2.616455908 0.7168005505 0.7168005505 28.78101499 11 2.367161 ## 1774 #00BFC4 4 2.640278218 0.7233268769 0.7233268769 29.04306040 11 2.367934 ## 1775 #00BFC4 4 2.664050495 0.7298394962 0.7298394962 29.30455545 11 2.368707 ## 1776 #00BFC4 4 2.687796478 0.7363449119 0.7363449119 29.56576126 11 2.369480 ## 1777 #00BFC4 4 2.711453982 0.7428260883 0.7428260883 29.82599381 11 2.370253 ## 1778 #00BFC4 4 2.735081107 0.7492989420 0.7492989420 30.08589218 11 2.371026 ## 1779 #00BFC4 4 2.758573023 0.7557347538 0.7557347538 30.34430325 11 2.371800 ## 1780 #00BFC4 4 2.782037890 0.7621631555 0.7621631555 30.60241679 11 2.372573 ## 1781 #00BFC4 4 2.805312508 0.7685394368 0.7685394368 30.85843759 11 2.373346 ## 1782 #00BFC4 4 2.828568294 0.7749105590 0.7749105590 31.11425124 11 2.374119 ## 1783 #00BFC4 4 2.851576110 0.7812137478 0.7812137478 31.36733722 11 2.374892 ## 1784 #00BFC4 4 2.874554397 0.7875088466 0.7875088466 31.62009837 11 2.375666 ## 1785 #00BFC4 4 2.897266856 0.7937311196 0.7937311196 31.86993541 11 2.376439 ## 1786 #00BFC4 4 2.919915121 0.7999358063 0.7999358063 32.11906633 11 2.377212 ## 1787 #00BFC4 4 2.942287707 0.8060649681 0.8060649681 32.36516477 11 2.377985 ## 1788 #00BFC4 4 2.964553620 0.8121649060 0.8121649060 32.61008982 11 2.378758 ## 1789 #00BFC4 4 2.986542168 0.8181888575 0.8181888575 32.85196384 11 2.379531 ## 1790 #00BFC4 4 3.008373936 0.8241698577 0.8241698577 33.09211330 11 2.380305 ## 1791 #00BFC4 4 3.029934895 0.8300766674 0.8300766674 33.32928384 11 2.381078 ## 1792 #00BFC4 4 3.051281621 0.8359247863 0.8359247863 33.56409783 11 2.381851 ## 1793 #00BFC4 4 3.072372312 0.8417027620 0.8417027620 33.79609543 11 2.382624 ## 1794 #00BFC4 4 3.093184348 0.8474043979 0.8474043979 34.02502783 11 2.383397 ## 1795 #00BFC4 4 3.113763226 0.8530421583 0.8530421583 34.25139549 11 2.384170 ## 1796 #00BFC4 4 3.133992525 0.8585841483 0.8585841483 34.47391778 11 2.384944 ## 1797 #00BFC4 4 3.154019441 0.8640706938 0.8640706938 34.69421385 11 2.385717 ## 1798 #00BFC4 4 3.173619901 0.8694404081 0.8694404081 34.90981891 11 2.386490 ## 1799 #00BFC4 4 3.193056350 0.8747651899 0.8747651899 35.12361985 11 2.387263 ## 1800 #00BFC4 4 3.211984155 0.8799506247 0.8799506247 35.33182571 11 2.388036 ## 1801 #00BFC4 4 3.230793522 0.8851036122 0.8851036122 35.53872875 11 2.388809 ## 1802 #00BFC4 4 3.249007466 0.8900934784 0.8900934784 35.73908212 11 2.389583 ## 1803 #00BFC4 4 3.267155266 0.8950652241 0.8950652241 35.93870793 11 2.390356 ## 1804 #00BFC4 4 3.284617059 0.8998490322 0.8998490322 36.13078765 11 2.391129 ## 1805 #00BFC4 4 3.302014887 0.9046153163 0.9046153163 36.32216376 11 2.391902 ## 1806 #00BFC4 4 3.318745727 0.9091988735 0.9091988735 36.50620300 11 2.392675 ## 1807 #00BFC4 4 3.335351530 0.9137481758 0.9137481758 36.68886683 11 2.393449 ## 1808 #00BFC4 4 3.351332306 0.9181262465 0.9181262465 36.86465537 11 2.394222 ## 1809 #00BFC4 4 3.367115272 0.9224501256 0.9224501256 37.03826800 11 2.394995 ## 1810 #00BFC4 4 3.382322128 0.9266161742 0.9266161742 37.20554341 11 2.395768 ## 1811 #00BFC4 4 3.397255230 0.9307072257 0.9307072257 37.36980753 11 2.396541 ## 1812 #00BFC4 4 3.411667418 0.9346555681 0.9346555681 37.52834159 11 2.397314 ## 1813 #00BFC4 4 3.425727627 0.9385074832 0.9385074832 37.68300390 11 2.398088 ## 1814 #00BFC4 4 3.439327649 0.9422333259 0.9422333259 37.83260414 11 2.398861 ## 1815 #00BFC4 4 3.452496120 0.9458409414 0.9458409414 37.97745732 11 2.399634 ## 1816 #00BFC4 4 3.465269851 0.9493404147 0.9493404147 38.11796836 11 2.400407 ## 1817 #00BFC4 4 3.477532069 0.9526997547 0.9526997547 38.25285276 11 2.401180 ## 1818 #00BFC4 4 3.489468858 0.9559699405 0.9559699405 38.38415744 11 2.401953 ## 1819 #00BFC4 4 3.500814764 0.9590782487 0.9590782487 38.50896240 11 2.402727 ## 1820 #00BFC4 4 3.511907509 0.9621172013 0.9621172013 38.63098260 11 2.403500 ## 1821 #00BFC4 4 3.522331578 0.9649729646 0.9649729646 38.74564736 11 2.404273 ## 1822 #00BFC4 4 3.532576778 0.9677797251 0.9677797251 38.85834456 11 2.405046 ## 1823 #00BFC4 4 3.542078075 0.9703826870 0.9703826870 38.96285883 11 2.405819 ## 1824 #00BFC4 4 3.551475860 0.9729572907 0.9729572907 39.06623446 11 2.406593 ## 1825 #00BFC4 4 3.560058049 0.9753084552 0.9753084552 39.16063854 11 2.407366 ## 1826 #00BFC4 4 3.568565654 0.9776391864 0.9776391864 39.25422219 11 2.408139 ## 1827 #00BFC4 4 3.576283504 0.9797535578 0.9797535578 39.33911855 11 2.408912 ## 1828 #00BFC4 4 3.583882068 0.9818352496 0.9818352496 39.42270275 11 2.409685 ## 1829 #00BFC4 4 3.590774572 0.9837235102 0.9837235102 39.49852029 11 2.410458 ## 1830 #00BFC4 4 3.597477789 0.9855599139 0.9855599139 39.57225567 11 2.411232 ## 1831 #00BFC4 4 3.603559370 0.9872260153 0.9872260153 39.63915307 11 2.412005 ## 1832 #00BFC4 4 3.609385320 0.9888220843 0.9888220843 39.70323852 11 2.412778 ## 1833 #00BFC4 4 3.614673793 0.9902709069 0.9902709069 39.76141173 11 2.413551 ## 1834 #00BFC4 4 3.619644803 0.9916327578 0.9916327578 39.81609283 11 2.414324 ## 1835 #00BFC4 4 3.624161253 0.9928700779 0.9928700779 39.86577378 11 2.415097 ## 1836 #00BFC4 4 3.628303718 0.9940049417 0.9940049417 39.91134090 11 2.415871 ## 1837 #00BFC4 4 3.632072352 0.9950373914 0.9950373914 39.95279587 11 2.416644 ## 1838 #00BFC4 4 3.635416525 0.9959535564 0.9959535564 39.98958178 11 2.417417 ## 1839 #00BFC4 4 3.638464508 0.9967885775 0.9967885775 40.02310959 11 2.418190 ## 1840 #00BFC4 4 3.641044260 0.9974953227 0.9974953227 40.05148686 11 2.418963 ## 1841 #00BFC4 4 3.643401525 0.9981411154 0.9981411154 40.07741677 11 2.419736 ## 1842 #00BFC4 4 3.645254071 0.9986486363 0.9986486363 40.09779478 11 2.420510 ## 1843 #00BFC4 4 3.646953107 0.9991141019 0.9991141019 40.11648418 11 2.421283 ## 1844 #00BFC4 4 3.648118710 0.9994334290 0.9994334290 40.12930581 11 2.422056 ## 1845 #00BFC4 4 3.649194342 0.9997281076 0.9997281076 40.14113776 11 2.422829 ## 1846 #00BFC4 4 3.649715991 0.9998710177 0.9998710177 40.14687590 11 2.423602 ## 1847 #00BFC4 4 3.650186800 1.0000000000 1.0000000000 40.15205480 11 2.424376 ## 1848 #00BFC4 4 3.650128191 0.9999839434 0.9999839434 40.15141010 11 2.425149 ## 1849 #00BFC4 4 3.650007492 0.9999508768 0.9999508768 40.15008241 11 2.425922 ## 1850 #00BFC4 4 3.649441437 0.9997958013 0.9997958013 40.14385581 11 2.426695 ## 1851 #00BFC4 4 3.648776968 0.9996137644 0.9996137644 40.13654665 11 2.427468 ## 1852 #00BFC4 4 3.647745051 0.9993310618 0.9993310618 40.12519556 11 2.428241 ## 1853 #00BFC4 4 3.646586086 0.9990135534 0.9990135534 40.11244694 11 2.429015 ## 1854 #00BFC4 4 3.645130879 0.9986148869 0.9986148869 40.09643967 11 2.429788 ## 1855 #00BFC4 4 3.643527828 0.9981757174 0.9981757174 40.07880611 11 2.430561 ## 1856 #00BFC4 4 3.641692597 0.9976729402 0.9976729402 40.05861857 11 2.431334 ## 1857 #00BFC4 4 3.639696608 0.9971261217 0.9971261217 40.03666268 11 2.432107 ## 1858 #00BFC4 4 3.637525013 0.9965311946 0.9965311946 40.01277514 11 2.432880 ## 1859 #00BFC4 4 3.635187558 0.9958908289 0.9958908289 39.98706314 11 2.433654 ## 1860 #00BFC4 4 3.632723352 0.9952157383 0.9952157383 39.95995687 11 2.434427 ## 1861 #00BFC4 4 3.630095826 0.9944959052 0.9944959052 39.93105409 11 2.435200 ## 1862 #00BFC4 4 3.627382551 0.9937525803 0.9937525803 39.90120806 11 2.435973 ## 1863 #00BFC4 4 3.624515863 0.9929672265 0.9929672265 39.86967450 11 2.436746 ## 1864 #00BFC4 4 3.621596558 0.9921674577 0.9921674577 39.83756213 11 2.437519 ## 1865 #00BFC4 4 3.618540731 0.9913302876 0.9913302876 39.80394804 11 2.438293 ## 1866 #00BFC4 4 3.615457633 0.9904856466 0.9904856466 39.77003396 11 2.439066 ## 1867 #00BFC4 4 3.612261416 0.9896100154 0.9896100154 39.73487557 11 2.439839 ## 1868 #00BFC4 4 3.609054746 0.9887315208 0.9887315208 39.69960221 11 2.440612 ## 1869 #00BFC4 4 3.605766172 0.9878305878 0.9878305878 39.66342790 11 2.441385 ## 1870 #00BFC4 4 3.602473124 0.9869284288 0.9869284288 39.62720436 11 2.442159 ## 1871 #00BFC4 4 3.599139885 0.9860152594 0.9860152594 39.59053873 11 2.442932 ## 1872 #00BFC4 4 3.595805065 0.9851016568 0.9851016568 39.55385571 11 2.443705 ## 1873 #00BFC4 4 3.592463463 0.9841861964 0.9841861964 39.51709809 11 2.444478 ## 1874 #00BFC4 4 3.589129043 0.9832727033 0.9832727033 39.48041947 11 2.445251 ## 1875 #00BFC4 4 3.585813276 0.9823643205 0.9823643205 39.44394603 11 2.446024 ## 1876 #00BFC4 4 3.582518680 0.9814617377 0.9814617377 39.40770548 11 2.446798 ## 1877 #00BFC4 4 3.579260621 0.9805691646 0.9805691646 39.37186684 11 2.447571 ## 1878 #00BFC4 4 3.576042242 0.9796874619 0.9796874619 39.33646466 11 2.448344 ## 1879 #00BFC4 4 3.572871245 0.9788187400 0.9788187400 39.30158369 11 2.449117 ## 1880 #00BFC4 4 3.569762184 0.9779669860 0.9779669860 39.26738402 11 2.449890 ## 1881 #00BFC4 4 3.566704902 0.9771294176 0.9771294176 39.23375393 11 2.450663 ## 1882 #00BFC4 4 3.563734744 0.9763157171 0.9763157171 39.20108218 11 2.451437 ## 1883 #00BFC4 4 3.560814978 0.9755158222 0.9755158222 39.16896475 11 2.452210 ## 1884 #00BFC4 4 3.558009592 0.9747472627 0.9747472627 39.13810551 11 2.452983 ## 1885 #00BFC4 4 3.555248151 0.9739907423 0.9739907423 39.10772966 11 2.453756 ## 1886 #00BFC4 4 3.552629533 0.9732733493 0.9732733493 39.07892486 11 2.454529 ## 1887 #00BFC4 4 3.550044126 0.9725650550 0.9725650550 39.05048539 11 2.455303 ## 1888 #00BFC4 4 3.547630264 0.9719037567 0.9719037567 39.02393290 11 2.456076 ## 1889 #00BFC4 4 3.545235414 0.9712476670 0.9712476670 38.99758955 11 2.456849 ## 1890 #00BFC4 4 3.543040197 0.9706462684 0.9706462684 38.97344217 11 2.457622 ## 1891 #00BFC4 4 3.540863544 0.9700499556 0.9700499556 38.94949898 11 2.458395 ## 1892 #00BFC4 4 3.538880334 0.9695066384 0.9695066384 38.92768368 11 2.459168 ## 1893 #00BFC4 4 3.536932925 0.9689731290 0.9689731290 38.90626218 11 2.459942 ## 1894 #00BFC4 4 3.535164208 0.9684885738 0.9684885738 38.88680629 11 2.460715 ## 1895 #00BFC4 4 3.533450714 0.9680191473 0.9680191473 38.86795785 11 2.461488 ## 1896 #00BFC4 4 3.531897878 0.9675937345 0.9675937345 38.85087666 11 2.462261 ## 1897 #00BFC4 4 3.530418810 0.9671885312 0.9671885312 38.83460691 11 2.463034 ## 1898 #00BFC4 4 3.529079984 0.9668217484 0.9668217484 38.81987983 11 2.463807 ## 1899 #00BFC4 4 3.527831753 0.9664797846 0.9664797846 38.80614928 11 2.464581 ## 1900 #00BFC4 4 3.526701867 0.9661702427 0.9661702427 38.79372054 11 2.465354 ## 1901 #00BFC4 4 3.525676868 0.9658894354 0.9658894354 38.78244555 11 2.466127 ## 1902 #00BFC4 4 3.524747729 0.9656348900 0.9656348900 38.77222502 11 2.466900 ## 1903 #00BFC4 4 3.523934468 0.9654120900 0.9654120900 38.76327915 11 2.467673 ## 1904 #00BFC4 4 3.523194865 0.9652094694 0.9652094694 38.75514351 11 2.468446 ## 1905 #00BFC4 4 3.522578106 0.9650405030 0.9650405030 38.74835916 11 2.469220 ## 1906 #00BFC4 4 3.522013927 0.9648859415 0.9648859415 38.74215320 11 2.469993 ## 1907 #00BFC4 4 3.521574876 0.9647656596 0.9647656596 38.73732364 11 2.470766 ## 1908 #00BFC4 4 3.521169255 0.9646545361 0.9646545361 38.73286180 11 2.471539 ## 1909 #00BFC4 4 3.520885762 0.9645768709 0.9645768709 38.72974338 11 2.472312 ## 1910 #00BFC4 4 3.520619231 0.9645038523 0.9645038523 38.72681154 11 2.473086 ## 1911 #00BFC4 4 3.520466025 0.9644618804 0.9644618804 38.72512628 11 2.473859 ## 1912 #00BFC4 4 3.520321891 0.9644223936 0.9644223936 38.72354080 11 2.474632 ## 1913 #00BFC4 4 3.520265634 0.9644069813 0.9644069813 38.72292197 11 2.475405 ## 1914 #00BFC4 4 3.520219061 0.9643942224 0.9643942224 38.72240967 11 2.476178 ## 1915 #00BFC4 4 3.520229719 0.9643971422 0.9643971422 38.72252691 11 2.476951 ## 1916 #00BFC4 4 3.520249474 0.9644025543 0.9644025543 38.72274421 11 2.477725 ## 1917 #00BFC4 4 3.520299070 0.9644161416 0.9644161416 38.72328977 11 2.478498 ## 1918 #00BFC4 4 3.520351686 0.9644305562 0.9644305562 38.72386855 11 2.479271 ## 1919 #00BFC4 4 3.520410645 0.9644467085 0.9644467085 38.72451710 11 2.480044 ## 1920 #00BFC4 4 3.520460726 0.9644604287 0.9644604287 38.72506799 11 2.480817 ## 1921 #00BFC4 4 3.520498106 0.9644706692 0.9644706692 38.72547917 11 2.481590 ## 1922 #00BFC4 4 3.520508642 0.9644735557 0.9644735557 38.72559506 11 2.482364 ## 1923 #00BFC4 4 3.520492368 0.9644690971 0.9644690971 38.72541604 11 2.483137 ## 1924 #00BFC4 4 3.520425054 0.9644506560 0.9644506560 38.72467560 11 2.483910 ## 1925 #00BFC4 4 3.520322156 0.9644224661 0.9644224661 38.72354371 11 2.484683 ## 1926 #00BFC4 4 3.520137718 0.9643719379 0.9643719379 38.72151490 11 2.485456 ## 1927 #00BFC4 4 3.519914573 0.9643108053 0.9643108053 38.71906030 11 2.486229 ## 1928 #00BFC4 4 3.519573092 0.9642172536 0.9642172536 38.71530401 11 2.487003 ## 1929 #00BFC4 4 3.519195661 0.9641138531 0.9641138531 38.71115227 11 2.487776 ## 1930 #00BFC4 4 3.518656895 0.9639662535 0.9639662535 38.70522584 11 2.488549 ## 1931 #00BFC4 4 3.518090962 0.9638112115 0.9638112115 38.69900058 11 2.489322 ## 1932 #00BFC4 4 3.517314665 0.9635985382 0.9635985382 38.69046131 11 2.490095 ## 1933 #00BFC4 4 3.516517434 0.9633801299 0.9633801299 38.68169177 11 2.490869 ## 1934 #00BFC4 4 3.515472304 0.9630938076 0.9630938076 38.67019534 11 2.491642 ## 1935 #00BFC4 4 3.514391642 0.9627977509 0.9627977509 38.65830806 11 2.492415 ## 1936 #00BFC4 4 3.513056603 0.9624320057 0.9624320057 38.64362264 11 2.493188 ## 1937 #00BFC4 4 3.511653357 0.9620475742 0.9620475742 38.62818692 11 2.493961 ## 1938 #00BFC4 4 3.509995755 0.9615934599 0.9615934599 38.60995330 11 2.494734 ## 1939 #00BFC4 4 3.508231738 0.9611101924 0.9611101924 38.59054912 11 2.495508 ## 1940 #00BFC4 4 3.506219835 0.9605590142 0.9605590142 38.56841818 11 2.496281 ## 1941 #00BFC4 4 3.504058099 0.9599667881 0.9599667881 38.54463909 11 2.497054 ## 1942 #00BFC4 4 3.501661264 0.9593101547 0.9593101547 38.51827390 11 2.497827 ## 1943 #00BFC4 4 3.499066349 0.9585992553 0.9585992553 38.48972983 11 2.498600 ## 1944 #00BFC4 4 3.496255238 0.9578291275 0.9578291275 38.45880762 11 2.499373 ## 1945 #00BFC4 4 3.493193403 0.9569903115 0.9569903115 38.42512744 11 2.500147 ## 1946 #00BFC4 4 3.489940122 0.9560990473 0.9560990473 38.38934135 11 2.500920 ## 1947 #00BFC4 4 3.486379564 0.9551236017 0.9551236017 38.35017520 11 2.501693 ## 1948 #00BFC4 4 3.482657817 0.9541039973 0.9541039973 38.30923599 11 2.502466 ## 1949 #00BFC4 4 3.478568855 0.9529837911 0.9529837911 38.26425741 11 2.503239 ## 1950 #00BFC4 4 3.474354082 0.9518291178 0.9518291178 38.21789490 11 2.504012 ## 1951 #00BFC4 4 3.469709334 0.9505566493 0.9505566493 38.16680268 11 2.504786 ## 1952 #00BFC4 4 3.464978826 0.9492606859 0.9492606859 38.11476708 11 2.505559 ## 1953 #00BFC4 4 3.459753351 0.9478291223 0.9478291223 38.05728686 11 2.506332 ## 1954 #00BFC4 4 3.454479971 0.9463844346 0.9463844346 37.99927969 11 2.507105 ## 1955 #00BFC4 4 3.448657778 0.9447893948 0.9447893948 37.93523556 11 2.507878 ## 1956 #00BFC4 4 3.442778181 0.9431786288 0.9431786288 37.87055999 11 2.508652 ## 1957 #00BFC4 4 3.436384194 0.9414269410 0.9414269410 37.80022613 11 2.509425 ## 1958 #00BFC4 4 3.429879242 0.9396448537 0.9396448537 37.72867166 11 2.510198 ## 1959 #00BFC4 4 3.422899029 0.9377325646 0.9377325646 37.65188932 11 2.510971 ## 1960 #00BFC4 4 3.415752340 0.9357746678 0.9357746678 37.57327574 11 2.511744 ## 1961 #00BFC4 4 3.408173676 0.9336984277 0.9336984277 37.48991044 11 2.512517 ## 1962 #00BFC4 4 3.400371667 0.9315610002 0.9315610002 37.40408833 11 2.513291 ## 1963 #00BFC4 4 3.392184551 0.9293180695 0.9293180695 37.31403006 11 2.514064 ## 1964 #00BFC4 4 3.383716459 0.9269981632 0.9269981632 37.22088105 11 2.514837 ## 1965 #00BFC4 4 3.374913123 0.9245864136 0.9245864136 37.12404435 11 2.515610 ## 1966 #00BFC4 4 3.365771011 0.9220818536 0.9220818536 37.02348112 11 2.516383 ## 1967 #00BFC4 4 3.356345908 0.9194997659 0.9194997659 36.91980499 11 2.517156 ## 1968 #00BFC4 4 3.346524640 0.9168091451 0.9168091451 36.81177104 11 2.517930 ## 1969 #00BFC4 4 3.336474426 0.9140558027 0.9140558027 36.70121869 11 2.518703 ## 1970 #00BFC4 4 3.325971624 0.9111784701 0.9111784701 36.58568787 11 2.519476 ## 1971 #00BFC4 4 3.315295118 0.9082535496 0.9082535496 36.46824630 11 2.520249 ## 1972 #00BFC4 4 3.304111108 0.9051895941 0.9051895941 36.34522219 11 2.521022 ## 1973 #00BFC4 4 3.292809243 0.9020933512 0.9020933512 36.22090167 11 2.521796 ## 1974 #00BFC4 4 3.280946974 0.8988435807 0.8988435807 36.09041671 11 2.522569 ## 1975 #00BFC4 4 3.269022737 0.8955768337 0.8955768337 35.95925011 11 2.523342 ## 1976 #00BFC4 4 3.256487688 0.8921427494 0.8921427494 35.82136457 11 2.524115 ## 1977 #00BFC4 4 3.243898293 0.8886937767 0.8886937767 35.68288122 11 2.524888 ## 1978 #00BFC4 4 3.230746122 0.8850906266 0.8850906266 35.53820735 11 2.525661 ## 1979 #00BFC4 4 3.217493375 0.8814599226 0.8814599226 35.39242712 11 2.526435 ## 1980 #00BFC4 4 3.203739354 0.8776918905 0.8776918905 35.24113289 11 2.527208 ## 1981 #00BFC4 4 3.189833916 0.8738823766 0.8738823766 35.08817308 11 2.527981 ## 1982 #00BFC4 4 3.175488440 0.8699523104 0.8699523104 34.93037284 11 2.528754 ## 1983 #00BFC4 4 3.160943112 0.8659674929 0.8659674929 34.77037423 11 2.529527 ## 1984 #00BFC4 4 3.146018186 0.8618786814 0.8618786814 34.60620005 11 2.530300 ## 1985 #00BFC4 4 3.130847758 0.8577226123 0.8577226123 34.43932534 11 2.531074 ## 1986 #00BFC4 4 3.115356888 0.8534787557 0.8534787557 34.26892577 11 2.531847 ## 1987 #00BFC4 4 3.099577992 0.8491559916 0.8491559916 34.09535791 11 2.532620 ## 1988 #00BFC4 4 3.083536073 0.8447611702 0.8447611702 33.91889680 11 2.533393 ## 1989 #00BFC4 4 3.067167029 0.8402767302 0.8402767302 33.73883732 11 2.534166 ## 1990 #00BFC4 4 3.050590227 0.8357353729 0.8357353729 33.55649249 11 2.534939 ## 1991 #00BFC4 4 3.033650884 0.8310946946 0.8310946946 33.37015973 11 2.535713 ## 1992 #00BFC4 4 3.016556518 0.8264115463 0.8264115463 33.18212170 11 2.536486 ## 1993 #00BFC4 4 2.999068094 0.8216204423 0.8216204423 32.98974903 11 2.537259 ## 1994 #00BFC4 4 2.981474520 0.8168005318 0.8168005318 32.79621972 11 2.538032 ## 1995 #00BFC4 4 2.963459438 0.8118651456 0.8118651456 32.59805382 11 2.538805 ## 1996 #00BFC4 4 2.945385930 0.8069137529 0.8069137529 32.39924523 11 2.539579 ## 1997 #00BFC4 4 2.926867664 0.8018405150 0.8018405150 32.19554430 11 2.540352 ## 1998 #00BFC4 4 2.908309683 0.7967563968 0.7967563968 31.99140651 11 2.541125 ## 1999 #00BFC4 4 2.889337208 0.7915587246 0.7915587246 31.78270929 11 2.541898 ## 2000 #00BFC4 4 2.870304181 0.7863444635 0.7863444635 31.57334599 11 2.542671 ## 2001 #00BFC4 4 2.850913933 0.7810323385 0.7810323385 31.36005326 11 2.543444 ## 2002 #00BFC4 4 2.831431090 0.7756948465 0.7756948465 31.14574199 11 2.544218 ## 2003 #00BFC4 4 2.811644861 0.7702742394 0.7702742394 30.92809348 11 2.544991 ## 2004 #00BFC4 4 2.791737989 0.7648205808 0.7648205808 30.70911787 11 2.545764 ## 2005 #00BFC4 4 2.771577934 0.7592975608 0.7592975608 30.48735727 11 2.546537 ## 2006 #00BFC4 4 2.751273231 0.7537349131 0.7537349131 30.26400554 11 2.547310 ## 2007 #00BFC4 4 2.730761765 0.7481156209 0.7481156209 30.03837941 11 2.548083 ## 2008 #00BFC4 4 2.710085714 0.7424512394 0.7424512394 29.81094285 11 2.548857 ## 2009 #00BFC4 4 2.689245418 0.7367418614 0.7367418614 29.58169960 11 2.549630 ## 2010 #00BFC4 4 2.668224663 0.7309830451 0.7309830451 29.35047129 11 2.550403 ## 2011 #00BFC4 4 2.647078197 0.7251897893 0.7251897893 29.11786016 11 2.551176 ## 2012 #00BFC4 4 2.625739424 0.7193438495 0.7193438495 28.88313367 11 2.551949 ## 2013 #00BFC4 4 2.604309447 0.7134729232 0.7134729232 28.64740391 11 2.552722 ## 2014 #00BFC4 4 2.582679284 0.7075471545 0.7075471545 28.40947212 11 2.553496 ## 2015 #00BFC4 4 2.560988375 0.7016047438 0.7016047438 28.17087213 11 2.554269 ## 2016 #00BFC4 4 2.539093292 0.6956063979 0.6956063979 27.93002621 11 2.555042 ## 2017 #00BFC4 4 2.517163887 0.6895986491 0.6895986491 27.68880275 11 2.555815 ## 2018 #00BFC4 4 2.495030111 0.6835349113 0.6835349113 27.44533122 11 2.556588 ## 2019 #00BFC4 4 2.472877854 0.6774661104 0.6774661104 27.20165639 11 2.557362 ## 2020 #00BFC4 4 2.450537876 0.6713458818 0.6713458818 26.95591664 11 2.558135 ## 2021 #00BFC4 4 2.428176702 0.6652198463 0.6652198463 26.70994372 11 2.558908 ## 2022 #00BFC4 4 2.405664077 0.6590523193 0.6590523193 26.46230484 11 2.559681 ## 2023 #00BFC4 4 2.383119418 0.6528760165 0.6528760165 26.21431359 11 2.560454 ## 2024 #00BFC4 4 2.360455449 0.6466670279 0.6466670279 25.96500994 11 2.561227 ## 2025 #00BFC4 4 2.337752282 0.6404473002 0.6404473002 25.71527510 11 2.562001 ## 2026 #00BFC4 4 2.314957890 0.6342025811 0.6342025811 25.46453679 11 2.562774 ## 2027 #00BFC4 4 2.292120691 0.6279461344 0.6279461344 25.21332760 11 2.563547 ## 2028 #00BFC4 4 2.269216382 0.6216713023 0.6216713023 24.96138020 11 2.564320 ## 2029 #00BFC4 4 2.246269093 0.6153846956 0.6153846956 24.70896003 11 2.565093 ## 2030 #00BFC4 4 2.223274934 0.6090852484 0.6090852484 24.45602427 11 2.565866 ## 2031 #00BFC4 4 2.200240935 0.6027748866 0.6027748866 24.20265028 11 2.566640 ## 2032 #00BFC4 4 2.177176540 0.5964561978 0.5964561978 23.94894194 11 2.567413 ## 2033 #00BFC4 4 2.154078626 0.5901283261 0.5901283261 23.69486489 11 2.568186 ## 2034 #00BFC4 4 2.130963145 0.5837956417 0.5837956417 23.44059460 11 2.568959 ## 2035 #00BFC4 4 2.107823518 0.5774563421 0.5774563421 23.18605869 11 2.569732 ## 2036 #00BFC4 4 2.084675626 0.5711147784 0.5711147784 22.93143188 11 2.570506 ## 2037 #00BFC4 4 2.061515883 0.5647699681 0.5647699681 22.67667471 11 2.571279 ## 2038 #00BFC4 4 2.038353780 0.5584245112 0.5584245112 22.42189158 11 2.572052 ## 2039 #00BFC4 4 2.015194919 0.5520799425 0.5520799425 22.16714411 11 2.572825 ## 2040 #00BFC4 4 1.992036572 0.5457355146 0.5457355146 21.91240229 11 2.573598 ## 2041 #00BFC4 4 1.968898749 0.5393967094 0.5393967094 21.65788624 11 2.574371 ## 2042 #00BFC4 4 1.945764704 0.5330589392 0.5330589392 21.40341174 11 2.575145 ## 2043 #00BFC4 4 1.922664436 0.5267304227 0.5267304227 21.14930880 11 2.575918 ## 2044 #00BFC4 4 1.899574380 0.5204047037 0.5204047037 20.89531818 11 2.576691 ## 2045 #00BFC4 4 1.876528003 0.5140909508 0.5140909508 20.64180803 11 2.577464 ## 2046 #00BFC4 4 1.853501051 0.5077825197 0.5077825197 20.38851156 11 2.578237 ## 2047 #00BFC4 4 1.830524453 0.5014878835 0.5014878835 20.13576898 11 2.579010 ## 2048 #00BFC4 4 1.807579161 0.4952018238 0.4952018238 19.88337077 11 2.579784 ## 2049 #619CFF 5 1.250578295 0.3076630256 0.3076630256 17.50809613 14 2.198657 ## 2050 #619CFF 5 1.259708872 0.3099092992 0.3099092992 17.63592421 14 2.199280 ## 2051 #619CFF 5 1.268769962 0.3121384778 0.3121384778 17.76277947 14 2.199904 ## 2052 #619CFF 5 1.277771664 0.3143530459 0.3143530459 17.88880329 14 2.200527 ## 2053 #619CFF 5 1.286722946 0.3165552099 0.3165552099 18.01412124 14 2.201151 ## 2054 #619CFF 5 1.295590960 0.3187368886 0.3187368886 18.13827344 14 2.201774 ## 2055 #619CFF 5 1.304429273 0.3209112602 0.3209112602 18.26200982 14 2.202397 ## 2056 #619CFF 5 1.313159210 0.3230589699 0.3230589699 18.38422895 14 2.203021 ## 2057 #619CFF 5 1.321881610 0.3252048250 0.3252048250 18.50634254 14 2.203644 ## 2058 #619CFF 5 1.330469512 0.3273175914 0.3273175914 18.62657316 14 2.204267 ## 2059 #619CFF 5 1.339057414 0.3294303579 0.3294303579 18.74680379 14 2.204891 ## 2060 #619CFF 5 1.347515612 0.3315112152 0.3315112152 18.86521857 14 2.205514 ## 2061 #619CFF 5 1.355957950 0.3335881704 0.3335881704 18.98341130 14 2.206137 ## 2062 #619CFF 5 1.364291914 0.3356384641 0.3356384641 19.10008680 14 2.206761 ## 2063 #619CFF 5 1.372585592 0.3376788466 0.3376788466 19.21619829 14 2.207384 ## 2064 #619CFF 5 1.380793475 0.3396981220 0.3396981220 19.33110865 14 2.208008 ## 2065 #619CFF 5 1.388935829 0.3417012763 0.3417012763 19.44510161 14 2.208631 ## 2066 #619CFF 5 1.397016002 0.3436891330 0.3436891330 19.55822403 14 2.209254 ## 2067 #619CFF 5 1.405004796 0.3456545090 0.3456545090 19.67006714 14 2.209878 ## 2068 #619CFF 5 1.412955850 0.3476106003 0.3476106003 19.78138190 14 2.210501 ## 2069 #619CFF 5 1.420789270 0.3495377516 0.3495377516 19.89104978 14 2.211124 ## 2070 #619CFF 5 1.428610012 0.3514617842 0.3514617842 20.00054017 14 2.211748 ## 2071 #619CFF 5 1.436286659 0.3533503667 0.3533503667 20.10801322 14 2.212371 ## 2072 #619CFF 5 1.443963305 0.3552389491 0.3552389491 20.21548627 14 2.212994 ## 2073 #619CFF 5 1.451494992 0.3570918691 0.3570918691 20.32092989 14 2.213618 ## 2074 #619CFF 5 1.459013872 0.3589416385 0.3589416385 20.42619421 14 2.214241 ## 2075 #619CFF 5 1.466412904 0.3607619232 0.3607619232 20.52978066 14 2.214865 ## 2076 #619CFF 5 1.473773420 0.3625727324 0.3625727324 20.63282788 14 2.215488 ## 2077 #619CFF 5 1.481039621 0.3643603384 0.3643603384 20.73455469 14 2.216111 ## 2078 #619CFF 5 1.488241558 0.3661321345 0.3661321345 20.83538181 14 2.216735 ## 2079 #619CFF 5 1.495374941 0.3678870652 0.3678870652 20.93524918 14 2.217358 ## 2080 #619CFF 5 1.502418453 0.3696198860 0.3696198860 21.03385834 14 2.217981 ## 2081 #619CFF 5 1.509419218 0.3713421906 0.3713421906 21.13186906 14 2.218605 ## 2082 #619CFF 5 1.516304812 0.3730361610 0.3730361610 21.22826737 14 2.219228 ## 2083 #619CFF 5 1.523173340 0.3747259329 0.3747259329 21.32442676 14 2.219851 ## 2084 #619CFF 5 1.529901860 0.3763812606 0.3763812606 21.41862604 14 2.220475 ## 2085 #619CFF 5 1.536630380 0.3780365883 0.3780365883 21.51282533 14 2.221098 ## 2086 #619CFF 5 1.543211317 0.3796556078 0.3796556078 21.60495843 14 2.221722 ## 2087 #619CFF 5 1.549783929 0.3812725797 0.3812725797 21.69697501 14 2.222345 ## 2088 #619CFF 5 1.556235371 0.3828597416 0.3828597416 21.78729520 14 2.222968 ## 2089 #619CFF 5 1.562653544 0.3844387186 0.3844387186 21.87714961 14 2.223592 ## 2090 #619CFF 5 1.568976662 0.3859943106 0.3859943106 21.96567327 14 2.224215 ## 2091 #619CFF 5 1.575242146 0.3875357238 0.3875357238 22.05339005 14 2.224838 ## 2092 #619CFF 5 1.581438246 0.3890600672 0.3890600672 22.14013544 14 2.225462 ## 2093 #619CFF 5 1.587553059 0.3905644129 0.3905644129 22.22574283 14 2.226085 ## 2094 #619CFF 5 1.593623578 0.3920578613 0.3920578613 22.31073009 14 2.226708 ## 2095 #619CFF 5 1.599589985 0.3935256964 0.3935256964 22.39425979 14 2.227332 ## 2096 #619CFF 5 1.605536484 0.3949886339 0.3949886339 22.47751077 14 2.227955 ## 2097 #619CFF 5 1.611356976 0.3964205715 0.3964205715 22.55899766 14 2.228579 ## 2098 #619CFF 5 1.617177467 0.3978525091 0.3978525091 22.64048454 14 2.229202 ## 2099 #619CFF 5 1.622858411 0.3992501156 0.3992501156 22.72001776 14 2.229825 ## 2100 #619CFF 5 1.628535689 0.4006468202 0.4006468202 22.79949964 14 2.230449 ## 2101 #619CFF 5 1.634098974 0.4020154807 0.4020154807 22.87738564 14 2.231072 ## 2102 #619CFF 5 1.639635930 0.4033776638 0.4033776638 22.95490302 14 2.231695 ## 2103 #619CFF 5 1.645083625 0.4047178873 0.4047178873 23.03117075 14 2.232319 ## 2104 #619CFF 5 1.650483326 0.4060463033 0.4060463033 23.10676656 14 2.232942 ## 2105 #619CFF 5 1.655817580 0.4073586185 0.4073586185 23.18144612 14 2.233565 ## 2106 #619CFF 5 1.661083250 0.4086540606 0.4086540606 23.25516550 14 2.234189 ## 2107 #619CFF 5 1.666306290 0.4099390151 0.4099390151 23.32828805 14 2.234812 ## 2108 #619CFF 5 1.671441295 0.4112023118 0.4112023118 23.40017813 14 2.235436 ## 2109 #619CFF 5 1.676555417 0.4124604706 0.4124604706 23.47177584 14 2.236059 ## 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2643 #F564E3 6 0.032821851 0.0029292447 0.0029292447 0.39386221 12 2.397793 ## 2644 #F564E3 6 0.029608486 0.0026424622 0.0026424622 0.35530183 12 2.398326 ## 2645 #F564E3 6 0.026711978 0.0023839581 0.0023839581 0.32054373 12 2.398859 ## 2646 #F564E3 6 0.024025473 0.0021441962 0.0021441962 0.28830567 12 2.399392 ## 2647 #F564E3 6 0.021574551 0.0019254594 0.0019254594 0.25889462 12 2.399924 ## 2648 #F564E3 6 0.019414013 0.0017326382 0.0017326382 0.23296815 12 2.400457 ## 2649 #F564E3 6 0.017416477 0.0015543646 0.0015543646 0.20899773 12 2.400990 ## 2650 #F564E3 6 0.015577896 0.0013902772 0.0013902772 0.18693476 12 2.401523 ## 2651 #F564E3 6 0.013988026 0.0012483864 0.0012483864 0.16785631 12 2.402055 ## 2652 #F564E3 6 0.012528444 0.0011181233 0.0011181233 0.15034133 12 2.402588 ## 2653 #F564E3 6 0.011191020 0.0009987625 0.0009987625 0.13429224 12 2.403121 ## 2654 #F564E3 6 0.010025693 0.0008947609 0.0008947609 0.12030832 12 2.403654 ## 2655 #F564E3 6 0.008983176 0.0008017196 0.0008017196 0.10779812 12 2.404186 ## 2656 #F564E3 6 0.008034202 0.0007170267 0.0007170267 0.09641042 12 2.404719 ## 2657 #F564E3 6 0.007202159 0.0006427695 0.0006427695 0.08642591 12 2.405252 ## 2658 #F564E3 6 0.006483202 0.0005786050 0.0005786050 0.07779843 12 2.405785 ## 2659 #F564E3 6 0.005836531 0.0005208917 0.0005208917 0.07003838 12 2.406317 ## 2660 #F564E3 6 0.005268281 0.0004701771 0.0004701771 0.06321937 12 2.406850 ## 2661 #F564E3 6 0.004804077 0.0004287485 0.0004287485 0.05764893 12 2.407383 ## 2662 #F564E3 6 0.004397533 0.0003924657 0.0003924657 0.05277040 12 2.407916 ## 2663 #F564E3 6 0.004047572 0.0003612328 0.0003612328 0.04857086 12 2.408448 ## 2664 #F564E3 6 0.003787515 0.0003380235 0.0003380235 0.04545018 12 2.408981 ## 2665 #F564E3 6 0.003580795 0.0003195744 0.0003195744 0.04296954 12 2.409514 ## 2666 #F564E3 6 0.003422874 0.0003054805 0.0003054805 0.04107449 12 2.410047 ## 2667 #F564E3 6 0.003336141 0.0002977399 0.0002977399 0.04003369 12 2.410579 ## 2668 #F564E3 6 0.003309472 0.0002953598 0.0002953598 0.03971367 12 2.411112 ## 2669 #F564E3 6 0.003329598 0.0002971559 0.0002971559 0.03995517 12 2.411645 ## 2670 #F564E3 6 0.003410509 0.0003043770 0.0003043770 0.04092611 12 2.412177 ## 2671 #F564E3 6 0.003564235 0.0003180965 0.0003180965 0.04277082 12 2.412710 ## 2672 #F564E3 6 0.003768607 0.0003363361 0.0003363361 0.04522329 12 2.413243 ## 2673 #F564E3 6 0.004028832 0.0003595603 0.0003595603 0.04834598 12 2.413776 ## 2674 #F564E3 6 0.004384073 0.0003912644 0.0003912644 0.05260887 12 2.414308 ## 2675 #F564E3 6 0.004800091 0.0004283927 0.0004283927 0.05760109 12 2.414841 ## 2676 #F564E3 6 0.005278231 0.0004710651 0.0004710651 0.06333877 12 2.415374 ## 2677 #F564E3 6 0.005870228 0.0005238990 0.0005238990 0.07044274 12 2.415907 ## 2678 #F564E3 6 0.006548666 0.0005844474 0.0005844474 0.07858400 12 2.416439 ## 2679 #F564E3 6 0.007307438 0.0006521653 0.0006521653 0.08768925 12 2.416972 ## 2680 #F564E3 6 0.008193407 0.0007312353 0.0007312353 0.09832089 12 2.417505 ## 2681 #F564E3 6 0.009211772 0.0008221211 0.0008221211 0.11054127 12 2.418038 ## 2682 #F564E3 6 0.010337115 0.0009225543 0.0009225543 0.12404538 12 2.418570 ## 2683 #F564E3 6 0.011604238 0.0010356410 0.0010356410 0.13925086 12 2.419103 ## 2684 #F564E3 6 0.013071258 0.0011665678 0.0011665678 0.15685510 12 2.419636 ## 2685 #F564E3 6 0.014681864 0.0013103092 0.0013103092 0.17618237 12 2.420169 ## 2686 #F564E3 6 0.016446772 0.0014678215 0.0014678215 0.19736126 12 2.420701 ## 2687 #F564E3 6 0.018507879 0.0016517687 0.0016517687 0.22209454 12 2.421234 ## 2688 #F564E3 6 0.020760937 0.0018528469 0.0018528469 0.24913125 12 2.421767 ## 2689 #F564E3 6 0.023211372 0.0020715403 0.0020715403 0.27853646 12 2.422300 ## 2690 #F564E3 6 0.026018137 0.0023220351 0.0023220351 0.31221764 12 2.422832 ## 2691 #F564E3 6 0.029115727 0.0025984850 0.0025984850 0.34938872 12 2.423365 ## 2692 #F564E3 6 0.032474736 0.0028982658 0.0028982658 0.38969684 12 2.423898 ## 2693 #F564E3 6 0.036232579 0.0032336412 0.0032336412 0.43479095 12 2.424431 ## 2694 #F564E3 6 0.040428291 0.0036080951 0.0036080951 0.48513950 12 2.424963 ## 2695 #F564E3 6 0.044965423 0.0040130195 0.0040130195 0.53958507 12 2.425496 ## 2696 #F564E3 6 0.049934267 0.0044564729 0.0044564729 0.59921121 12 2.426029 ## 2697 #F564E3 6 0.055539486 0.0049567206 0.0049567206 0.66647383 12 2.426562 ## 2698 #F564E3 6 0.061583770 0.0054961536 0.0054961536 0.73900524 12 2.427094 ## 2699 #F564E3 6 0.068077017 0.0060756549 0.0060756549 0.81692420 12 2.427627 ## 2700 #F564E3 6 0.075464810 0.0067349918 0.0067349918 0.90557772 12 2.428160 ## 2701 #F564E3 6 0.083409448 0.0074440251 0.0074440251 1.00091337 12 2.428693 ## 2702 #F564E3 6 0.091922002 0.0082037432 0.0082037432 1.10306402 12 2.429225 ## 2703 #F564E3 6 0.101405654 0.0090501287 0.0090501287 1.21686785 12 2.429758 ## 2704 #F564E3 6 0.111710402 0.0099697944 0.0099697944 1.34052483 12 2.430291 ## 2705 #F564E3 6 0.122721144 0.0109524677 0.0109524677 1.47265372 12 2.430824 ## 2706 #F564E3 6 0.134753227 0.0120262925 0.0120262925 1.61703873 12 2.431356 ## 2707 #F564E3 6 0.147943430 0.0132034757 0.0132034757 1.77532116 12 2.431889 ## 2708 #F564E3 6 0.161995748 0.0144575999 0.0144575999 1.94394898 12 2.432422 ## 2709 #F564E3 6 0.177082201 0.0158040174 0.0158040174 2.12498642 12 2.432954 ## 2710 #F564E3 6 0.193743340 0.0172909704 0.0172909704 2.32492008 12 2.433487 ## 2711 #F564E3 6 0.211438101 0.0188701709 0.0188701709 2.53725721 12 2.434020 ## 2712 #F564E3 6 0.230183244 0.0205431147 0.0205431147 2.76219892 12 2.434553 ## 2713 #F564E3 6 0.250897715 0.0223918147 0.0223918147 3.01077258 12 2.435085 ## 2714 #F564E3 6 0.272880372 0.0243536962 0.0243536962 3.27456446 12 2.435618 ## 2715 #F564E3 6 0.296096637 0.0264256733 0.0264256733 3.55315965 12 2.436151 ## 2716 #F564E3 6 0.321304614 0.0286754042 0.0286754042 3.85565537 12 2.436684 ## 2717 #F564E3 6 0.348245652 0.0310798053 0.0310798053 4.17894783 12 2.437216 ## 2718 #F564E3 6 0.376606372 0.0336109083 0.0336109083 4.51927646 12 2.437749 ## 2719 #F564E3 6 0.406911262 0.0363155224 0.0363155224 4.88293514 12 2.438282 ## 2720 #F564E3 6 0.439479525 0.0392221352 0.0392221352 5.27375431 12 2.438815 ## 2721 #F564E3 6 0.473647118 0.0422714830 0.0422714830 5.68376541 12 2.439347 ## 2722 #F564E3 6 0.509632917 0.0454831000 0.0454831000 6.11559501 12 2.439880 ## 2723 #F564E3 6 0.548461888 0.0489484609 0.0489484609 6.58154266 12 2.440413 ## 2724 #F564E3 6 0.589052098 0.0525710067 0.0525710067 7.06862518 12 2.440946 ## 2725 #F564E3 6 0.631417468 0.0563519797 0.0563519797 7.57700962 12 2.441478 ## 2726 #F564E3 6 0.676900416 0.0604111867 0.0604111867 8.12280500 12 2.442011 ## 2727 #F564E3 6 0.724440643 0.0646539992 0.0646539992 8.69328772 12 2.442544 ## 2728 #F564E3 6 0.773882053 0.0690664861 0.0690664861 9.28658463 12 2.443077 ## 2729 #F564E3 6 0.826209084 0.0737365054 0.0737365054 9.91450901 12 2.443609 ## 2730 #F564E3 6 0.881092584 0.0786346814 0.0786346814 10.57311101 12 2.444142 ## 2731 #F564E3 6 0.937956404 0.0837095946 0.0837095946 11.25547685 12 2.444675 ## 2732 #F564E3 6 0.997377377 0.0890127255 0.0890127255 11.96852853 12 2.445208 ## 2733 #F564E3 6 1.059815958 0.0945851682 0.0945851682 12.71779150 12 2.445740 ## 2734 #F564E3 6 1.124253250 0.1003359894 0.1003359894 13.49103900 12 2.446273 ## 2735 #F564E3 6 1.190838055 0.1062784692 0.1062784692 14.29005666 12 2.446806 ## 2736 #F564E3 6 1.260816645 0.1125238335 0.1125238335 15.12979974 12 2.447339 ## 2737 #F564E3 6 1.332739094 0.1189426809 0.1189426809 15.99286912 12 2.447871 ## 2738 #F564E3 6 1.406595477 0.1255341257 0.1255341257 16.87914572 12 2.448404 ## 2739 #F564E3 6 1.483580401 0.1324047828 0.1324047828 17.80296481 12 2.448937 ## 2740 #F564E3 6 1.562623480 0.1394591236 0.1394591236 18.75148176 12 2.449470 ## 2741 #F564E3 6 1.643451250 0.1466727422 0.1466727422 19.72141500 12 2.450002 ## 2742 #F564E3 6 1.726778951 0.1541094718 0.1541094718 20.72134741 12 2.450535 ## 2743 #F564E3 6 1.812276703 0.1617398713 0.1617398713 21.74732043 12 2.451068 ## 2744 #F564E3 6 1.899320910 0.1695082871 0.1695082871 22.79185092 12 2.451600 ## 2745 #F564E3 6 1.988212133 0.1774415431 0.1774415431 23.85854560 12 2.452133 ## 2746 #F564E3 6 2.079187803 0.1855608292 0.1855608292 24.95025364 12 2.452666 ## 2747 #F564E3 6 2.171383530 0.1937890016 0.1937890016 26.05660236 12 2.453199 ## 2748 #F564E3 6 2.264797316 0.2021258817 0.2021258817 27.17756779 12 2.453731 ## 2749 #F564E3 6 2.359973479 0.2106200484 0.2106200484 28.31968175 12 2.454264 ## 2750 #F564E3 6 2.455962513 0.2191867612 0.2191867612 29.47155016 12 2.454797 ## 2751 #F564E3 6 2.552721358 0.2278221772 0.2278221772 30.63265630 12 2.455330 ## 2752 #F564E3 6 2.650446013 0.2365437885 0.2365437885 31.80535215 12 2.455862 ## 2753 #F564E3 6 2.748616071 0.2453051507 0.2453051507 32.98339285 12 2.456395 ## 2754 #F564E3 6 2.847075834 0.2540923681 0.2540923681 34.16491001 12 2.456928 ## 2755 #F564E3 6 2.945744614 0.2628982397 0.2628982397 35.34893537 12 2.457461 ## 2756 #F564E3 6 3.044291590 0.2716932406 0.2716932406 36.53149908 12 2.457993 ## 2757 #F564E3 6 3.142607401 0.2804676107 0.2804676107 37.71128882 12 2.458526 ## 2758 #F564E3 6 3.240529806 0.2892068706 0.2892068706 38.88635767 12 2.459059 ## 2759 #F564E3 6 3.337541538 0.2978648559 0.2978648559 40.05049846 12 2.459592 ## 2760 #F564E3 6 3.433789035 0.3064546358 0.3064546358 41.20546843 12 2.460124 ## 2761 #F564E3 6 3.529222171 0.3149717364 0.3149717364 42.35066605 12 2.460657 ## 2762 #F564E3 6 3.622792919 0.3233226250 0.3233226250 43.47351503 12 2.461190 ## 2763 #F564E3 6 3.715074330 0.3315584443 0.3315584443 44.58089196 12 2.461723 ## 2764 #F564E3 6 3.806034446 0.3396763423 0.3396763423 45.67241335 12 2.462255 ## 2765 #F564E3 6 3.894656592 0.3475855840 0.3475855840 46.73587910 12 2.462788 ## 2766 #F564E3 6 3.981216846 0.3553108085 0.3553108085 47.77460215 12 2.463321 ## 2767 #F564E3 6 4.066010395 0.3628783603 0.3628783603 48.79212474 12 2.463854 ## 2768 #F564E3 6 4.148257565 0.3702186558 0.3702186558 49.77909078 12 2.464386 ## 2769 #F564E3 6 4.227602482 0.3772999347 0.3772999347 50.73122979 12 2.464919 ## 2770 #F564E3 6 4.304831033 0.3841923346 0.3841923346 51.65797239 12 2.465452 ## 2771 #F564E3 6 4.379563348 0.3908619536 0.3908619536 52.55476018 12 2.465985 ## 2772 #F564E3 6 4.450570827 0.3971991428 0.3971991428 53.40684992 12 2.466517 ## 2773 #F564E3 6 4.519238237 0.4033274885 0.4033274885 54.23085884 12 2.467050 ## 2774 #F564E3 6 4.585550913 0.4092456818 0.4092456818 55.02661096 12 2.467583 ## 2775 #F564E3 6 4.647699811 0.4147922711 0.4147922711 55.77239773 12 2.468116 ## 2776 #F564E3 6 4.707300085 0.4201114041 0.4201114041 56.48760102 12 2.468648 ## 2777 #F564E3 6 4.764491817 0.4252155823 0.4252155823 57.17390180 12 2.469181 ## 2778 #F564E3 6 4.818028523 0.4299935613 0.4299935613 57.81634228 12 2.469714 ## 2779 #F564E3 6 4.868605783 0.4345074192 0.4345074192 58.42326939 12 2.470247 ## 2780 #F564E3 6 4.916884706 0.4388161579 0.4388161579 59.00261647 12 2.470779 ## 2781 #F564E3 6 4.962195982 0.4428600437 0.4428600437 59.54635178 12 2.471312 ## 2782 #F564E3 6 5.004369637 0.4466239068 0.4466239068 60.05243564 12 2.471845 ## 2783 #F564E3 6 5.044519384 0.4502071427 0.4502071427 60.53423261 12 2.472377 ## 2784 #F564E3 6 5.082478891 0.4535949068 0.4535949068 60.98974670 12 2.472910 ## 2785 #F564E3 6 5.117429565 0.4567141420 0.4567141420 61.40915478 12 2.473443 ## 2786 #F564E3 6 5.150782752 0.4596908068 0.4596908068 61.80939303 12 2.473976 ## 2787 #F564E3 6 5.182585862 0.4625291322 0.4625291322 62.19103035 12 2.474508 ## 2788 #F564E3 6 5.212133420 0.4651661568 0.4651661568 62.54560104 12 2.475041 ## 2789 #F564E3 6 5.240504763 0.4676982079 0.4676982079 62.88605715 12 2.475574 ## 2790 #F564E3 6 5.267893575 0.4701425714 0.4701425714 63.21472290 12 2.476107 ## 2791 #F564E3 6 5.294115408 0.4724827857 0.4724827857 63.52938490 12 2.476639 ## 2792 #F564E3 6 5.319697597 0.4747659138 0.4747659138 63.83637116 12 2.477172 ## 2793 #F564E3 6 5.344950586 0.4770196619 0.4770196619 64.13940703 12 2.477705 ## 2794 #F564E3 6 5.369974205 0.4792529395 0.4792529395 64.43969046 12 2.478238 ## 2795 #F564E3 6 5.395203044 0.4815045323 0.4815045323 64.74243652 12 2.478770 ## 2796 #F564E3 6 5.420797206 0.4837887290 0.4837887290 65.04956647 12 2.479303 ## 2797 #F564E3 6 5.446873241 0.4861159314 0.4861159314 65.36247890 12 2.479836 ## 2798 #F564E3 6 5.474271479 0.4885611361 0.4885611361 65.69125775 12 2.480369 ## 2799 #F564E3 6 5.502721927 0.4911002471 0.4911002471 66.03266312 12 2.480901 ## 2800 #F564E3 6 5.532286697 0.4937388078 0.4937388078 66.38744036 12 2.481434 ## 2801 #F564E3 6 5.564102568 0.4965782720 0.4965782720 66.76923082 12 2.481967 ## 2802 #F564E3 6 5.597796440 0.4995853418 0.4995853418 67.17355728 12 2.482500 ## 2803 #F564E3 6 5.633223032 0.5027470513 0.5027470513 67.59867639 12 2.483032 ## 2804 #F564E3 6 5.671382053 0.5061526213 0.5061526213 68.05658464 12 2.483565 ## 2805 #F564E3 6 5.712419774 0.5098151060 0.5098151060 68.54903729 12 2.484098 ## 2806 #F564E3 6 5.755700325 0.5136777561 0.5136777561 69.06840390 12 2.484631 ## 2807 #F564E3 6 5.801850318 0.5177964947 0.5177964947 69.62220382 12 2.485163 ## 2808 #F564E3 6 5.851906885 0.5222638823 0.5222638823 70.22288262 12 2.485696 ## 2809 #F564E3 6 5.904572464 0.5269641160 0.5269641160 70.85486956 12 2.486229 ## 2810 #F564E3 6 5.959936454 0.5319051742 0.5319051742 71.51923745 12 2.486762 ## 2811 #F564E3 6 6.020153910 0.5372793887 0.5372793887 72.24184692 12 2.487294 ## 2812 #F564E3 6 6.083178414 0.5429041231 0.5429041231 72.99814097 12 2.487827 ## 2813 #F564E3 6 6.149016679 0.5487799766 0.5487799766 73.78820015 12 2.488360 ## 2814 #F564E3 6 6.219406117 0.5550620077 0.5550620077 74.63287340 12 2.488893 ## 2815 #F564E3 6 6.293151838 0.5616435764 0.5616435764 75.51782206 12 2.489425 ## 2816 #F564E3 6 6.369707320 0.5684759070 0.5684759070 76.43648784 12 2.489958 ## 2817 #F564E3 6 6.450145786 0.5756547817 0.5756547817 77.40174944 12 2.490491 ## 2818 #F564E3 6 6.534354402 0.5831701300 0.5831701300 78.41225282 12 2.491024 ## 2819 #F564E3 6 6.621195300 0.5909204010 0.5909204010 79.45434360 12 2.491556 ## 2820 #F564E3 6 6.711106759 0.5989447098 0.5989447098 80.53328110 12 2.492089 ## 2821 #F564E3 6 6.804935339 0.6073186090 0.6073186090 81.65922407 12 2.492622 ## 2822 #F564E3 6 6.901064079 0.6158977901 0.6158977901 82.81276895 12 2.493154 ## 2823 #F564E3 6 6.999456134 0.6246789648 0.6246789648 83.99347361 12 2.493687 ## 2824 #F564E3 6 7.101508439 0.6337868050 0.6337868050 85.21810127 12 2.494220 ## 2825 #F564E3 6 7.205448944 0.6430631610 0.6430631610 86.46538732 12 2.494753 ## 2826 #F564E3 6 7.311182262 0.6524995199 0.6524995199 87.73418715 12 2.495285 ## 2827 #F564E3 6 7.419426967 0.6621600120 0.6621600120 89.03312361 12 2.495818 ## 2828 #F564E3 6 7.529340751 0.6719694639 0.6719694639 90.35208901 12 2.496351 ## 2829 #F564E3 6 7.640495366 0.6818896560 0.6818896560 91.68594439 12 2.496884 ## 2830 #F564E3 6 7.753128208 0.6919417752 0.6919417752 93.03753849 12 2.497416 ## 2831 #F564E3 6 7.866947286 0.7020997621 0.7020997621 94.40336743 12 2.497949 ## 2832 #F564E3 6 7.981414462 0.7123155897 0.7123155897 95.77697354 12 2.498482 ## 2833 #F564E3 6 8.096513233 0.7225877851 0.7225877851 97.15815879 12 2.499015 ## 2834 #F564E3 6 8.212076476 0.7329014331 0.7329014331 98.54491771 12 2.499547 ## 2835 #F564E3 6 8.327693424 0.7432198742 0.7432198742 99.93232108 12 2.500080 ## 2836 #F564E3 6 8.443308975 0.7535381905 0.7535381905 101.31970770 12 2.500613 ## 2837 #F564E3 6 8.558504477 0.7638190189 0.7638190189 102.70205373 12 2.501146 ## 2838 #F564E3 6 8.673175180 0.7740530105 0.7740530105 104.07810215 12 2.501678 ## 2839 #F564E3 6 8.787288285 0.7842372384 0.7842372384 105.44745942 12 2.502211 ## 2840 #F564E3 6 8.900294299 0.7943226621 0.7943226621 106.80353159 12 2.502744 ## 2841 #F564E3 6 9.012085283 0.8042996481 0.8042996481 108.14502340 12 2.503277 ## 2842 #F564E3 6 9.122821688 0.8141825163 0.8141825163 109.47386026 12 2.503809 ## 2843 #F564E3 6 9.232036876 0.8239296209 0.8239296209 110.78444251 12 2.504342 ## 2844 #F564E3 6 9.339239874 0.8334971438 0.8334971438 112.07087848 12 2.504875 ## 2845 #F564E3 6 9.444962204 0.8429325221 0.8429325221 113.33954645 12 2.505408 ## 2846 #F564E3 6 9.548995778 0.8522171842 0.8522171842 114.58794934 12 2.505940 ## 2847 #F564E3 6 9.650153206 0.8612451595 0.8612451595 115.80183847 12 2.506473 ## 2848 #F564E3 6 9.749474948 0.8701093058 0.8701093058 116.99369938 12 2.507006 ## 2849 #F564E3 6 9.846930946 0.8788069405 0.8788069405 118.16317136 12 2.507539 ## 2850 #F564E3 6 9.941041706 0.8872060233 0.8872060233 119.29250047 12 2.508071 ## 2851 #F564E3 6 10.032805452 0.8953956427 0.8953956427 120.39366542 12 2.508604 ## 2852 #F564E3 6 10.122415552 0.9033930561 0.9033930561 121.46898662 12 2.509137 ## 2853 #F564E3 6 10.208733558 0.9110966608 0.9110966608 122.50480270 12 2.509670 ## 2854 #F564E3 6 10.291959600 0.9185243175 0.9185243175 123.50351520 12 2.510202 ## 2855 #F564E3 6 10.372783035 0.9257375494 0.9257375494 124.47339642 12 2.510735 ## 2856 #F564E3 6 10.450503862 0.9326738834 0.9326738834 125.40604635 12 2.511268 ## 2857 #F564E3 6 10.524318759 0.9392616257 0.9392616257 126.29182510 12 2.511801 ## 2858 #F564E3 6 10.595497738 0.9456141208 0.9456141208 127.14597285 12 2.512333 ## 2859 #F564E3 6 10.663864064 0.9517155957 0.9517155957 127.96636877 12 2.512866 ## 2860 #F564E3 6 10.727421182 0.9573878642 0.9573878642 128.72905418 12 2.513399 ## 2861 #F564E3 6 10.788101591 0.9628033957 0.9628033957 129.45721909 12 2.513931 ## 2862 #F564E3 6 10.845881096 0.9679600309 0.9679600309 130.15057316 12 2.514464 ## 2863 #F564E3 6 10.898744664 0.9726779344 0.9726779344 130.78493596 12 2.514997 ## 2864 #F564E3 6 10.948005690 0.9770743226 0.9770743226 131.37606827 12 2.515530 ## 2865 #F564E3 6 10.994093911 0.9811875483 0.9811875483 131.92912694 12 2.516062 ## 2866 #F564E3 6 11.035525133 0.9848851517 0.9848851517 132.42630160 12 2.516595 ## 2867 #F564E3 6 11.072329580 0.9881698302 0.9881698302 132.86795495 12 2.517128 ## 2868 #F564E3 6 11.105650950 0.9911436555 0.9911436555 133.26781141 12 2.517661 ## 2869 #F564E3 6 11.134641472 0.9937309663 0.9937309663 133.61569766 12 2.518193 ## 2870 #F564E3 6 11.157815945 0.9957992136 0.9957992136 133.89379134 12 2.518726 ## 2871 #F564E3 6 11.177159491 0.9975255629 0.9975255629 134.12591389 12 2.519259 ## 2872 #F564E3 6 11.192588778 0.9989025772 0.9989025772 134.31106534 12 2.519792 ## 2873 #F564E3 6 11.200839200 0.9996389009 0.9996389009 134.41007040 12 2.520324 ## 2874 #F564E3 6 11.204885275 1.0000000000 1.0000000000 134.45862330 12 2.520857 ## 2875 #F564E3 6 11.204691169 0.9999826767 0.9999826767 134.45629403 12 2.521390 ## 2876 #F564E3 6 11.197515013 0.9993422278 0.9993422278 134.37018015 12 2.521923 ## 2877 #F564E3 6 11.184897737 0.9982161765 0.9982161765 134.21877285 12 2.522455 ## 2878 #F564E3 6 11.167666577 0.9966783508 0.9966783508 134.01199892 12 2.522988 ## 2879 #F564E3 6 11.143905405 0.9945577426 0.9945577426 133.72686486 12 2.523521 ## 2880 #F564E3 6 11.113305870 0.9918268324 0.9918268324 133.35967044 12 2.524054 ## 2881 #F564E3 6 11.077752497 0.9886538082 0.9886538082 132.93302996 12 2.524586 ## 2882 #F564E3 6 11.036302252 0.9849545071 0.9849545071 132.43562703 12 2.525119 ## 2883 #F564E3 6 10.986563586 0.9805154910 0.9805154910 131.83876304 12 2.525652 ## 2884 #F564E3 6 10.931601567 0.9756103074 0.9756103074 131.17921880 12 2.526185 ## 2885 #F564E3 6 10.871394604 0.9702370294 0.9702370294 130.45673525 12 2.526717 ## 2886 #F564E3 6 10.801814622 0.9640272396 0.9640272396 129.62177546 12 2.527250 ## 2887 #F564E3 6 10.726681769 0.9573218740 0.9573218740 128.72018123 12 2.527783 ## 2888 #F564E3 6 10.646158604 0.9501354403 0.9501354403 127.75390324 12 2.528316 ## 2889 #F564E3 6 10.557241524 0.9421998767 0.9421998767 126.68689829 12 2.528848 ## 2890 #F564E3 6 10.461617931 0.9336657783 0.9336657783 125.53941517 12 2.529381 ## 2891 #F564E3 6 10.360603792 0.9246505911 0.9246505911 124.32724550 12 2.529914 ## 2892 #F564E3 6 10.252381896 0.9149921347 0.9149921347 123.02858275 12 2.530447 ## 2893 #F564E3 6 10.136487493 0.9046489317 0.9046489317 121.63784992 12 2.530979 ## 2894 #F564E3 6 10.015370953 0.8938396697 0.8938396697 120.18445144 12 2.531512 ## 2895 #F564E3 6 9.888377710 0.8825059309 0.8825059309 118.66053252 12 2.532045 ## 2896 #F564E3 6 9.753038349 0.8704273279 0.8704273279 117.03646019 12 2.532578 ## 2897 #F564E3 6 9.612826043 0.8579138302 0.8579138302 115.35391251 12 2.533110 ## 2898 #F564E3 6 9.467782613 0.8449691703 0.8449691703 113.61339136 12 2.533643 ## 2899 #F564E3 6 9.314804146 0.8313163337 0.8313163337 111.77764976 12 2.534176 ## 2900 #F564E3 6 9.157134512 0.8172448256 0.8172448256 109.88561415 12 2.534708 ## 2901 #F564E3 6 8.995185136 0.8027913643 0.8027913643 107.94222163 12 2.535241 ## 2902 #F564E3 6 8.827102585 0.7877905368 0.7877905368 105.92523103 12 2.535774 ## 2903 #F564E3 6 8.654216110 0.7723609745 0.7723609745 103.85059332 12 2.536307 ## 2904 #F564E3 6 8.477763287 0.7566131272 0.7566131272 101.73315945 12 2.536839 ## 2905 #F564E3 6 8.296913645 0.7404728778 0.7404728778 99.56296374 12 2.537372 ## 2906 #F564E3 6 8.111581384 0.7239325692 0.7239325692 97.33897661 12 2.537905 ## 2907 #F564E3 6 7.923529805 0.7071495701 0.7071495701 95.08235766 12 2.538438 ## 2908 #F564E3 6 7.732646115 0.6901138142 0.6901138142 92.79175338 12 2.538970 ## 2909 #F564E3 6 7.538062205 0.6727478257 0.6727478257 90.45674646 12 2.539503 ## 2910 #F564E3 6 7.341701915 0.6552233009 0.6552233009 88.10042298 12 2.540036 ## 2911 #F564E3 6 7.143657856 0.6375485051 0.6375485051 85.72389428 12 2.540569 ## 2912 #F564E3 6 6.943458058 0.6196813165 0.6196813165 83.32149669 12 2.541101 ## 2913 #F564E3 6 6.742323852 0.6017307350 0.6017307350 80.90788622 12 2.541634 ## 2914 #F564E3 6 6.540503483 0.5837189157 0.5837189157 78.48604180 12 2.542167 ## 2915 #F564E3 6 6.338126661 0.5656574348 0.5656574348 76.05751994 12 2.542700 ## 2916 #F564E3 6 6.135845193 0.5476044638 0.5476044638 73.63014231 12 2.543232 ## 2917 #F564E3 6 5.933874038 0.5295791873 0.5295791873 71.20648845 12 2.543765 ## 2918 #F564E3 6 5.732551162 0.5116117677 0.5116117677 68.79061395 12 2.544298 ## 2919 #F564E3 6 5.532687766 0.4937746019 0.4937746019 66.39225319 12 2.544831 ## 2920 #F564E3 6 5.334086167 0.4760500474 0.4760500474 64.00903400 12 2.545363 ## 2921 #F564E3 6 5.136916421 0.4584532813 0.4584532813 61.64299705 12 2.545896 ## 2922 #F564E3 6 4.942832927 0.4411319533 0.4411319533 59.31399513 12 2.546429 ## 2923 #F564E3 6 4.750879257 0.4240007051 0.4240007051 57.01055108 12 2.546962 ## 2924 #F564E3 6 4.561130553 0.4070662431 0.4070662431 54.73356664 12 2.547494 ## 2925 #F564E3 6 4.375457162 0.3904954897 0.3904954897 52.50548595 12 2.548027 ## 2926 #F564E3 6 4.193074028 0.3742183811 0.3742183811 50.31688833 12 2.548560 ## 2927 #F564E3 6 4.013632837 0.3582038315 0.3582038315 48.16359404 12 2.549093 ## 2928 #F564E3 6 3.838637681 0.3425860762 0.3425860762 46.06365217 12 2.549625 ## 2929 #F564E3 6 3.668307182 0.3273846266 0.3273846266 44.01968619 12 2.550158 ## 2930 #F564E3 6 3.501518263 0.3124992516 0.3124992516 42.01821915 12 2.550691 ## 2931 #F564E3 6 3.339141969 0.2980076892 0.2980076892 40.06970363 12 2.551224 ## 2932 #F564E3 6 3.182853004 0.2840594014 0.2840594014 38.19423605 12 2.551756 ## 2933 #F564E3 6 3.030558496 0.2704676061 0.2704676061 36.36670196 12 2.552289 ## 2934 #F564E3 6 2.882306894 0.2572366270 0.2572366270 34.58768273 12 2.552822 ## 2935 #F564E3 6 2.741534474 0.2446731409 0.2446731409 32.89841369 12 2.553355 ## 2936 #F564E3 6 2.605062552 0.2324934605 0.2324934605 31.26075062 12 2.553887 ## 2937 #F564E3 6 2.472910121 0.2206992807 0.2206992807 29.67492145 12 2.554420 ## 2938 #F564E3 6 2.347718746 0.2095263529 0.2095263529 28.17262496 12 2.554953 ## 2939 #F564E3 6 2.227900164 0.1988329295 0.1988329295 26.73480197 12 2.555485 ## 2940 #F564E3 6 2.112551580 0.1885384391 0.1885384391 25.35061896 12 2.556018 ## 2941 #F564E3 6 2.003385446 0.1787957125 0.1787957125 24.04062535 12 2.556551 ## 2942 #F564E3 6 1.900592522 0.1696217744 0.1696217744 22.80711027 12 2.557084 ## 2943 #F564E3 6 1.802297939 0.1608492987 0.1608492987 21.62757527 12 2.557616 ## 2944 #F564E3 6 1.709251619 0.1525452138 0.1525452138 20.51101943 12 2.558149 ## 2945 #F564E3 6 1.623453023 0.1448879648 0.1448879648 19.48143628 12 2.558682 ## 2946 #F564E3 6 1.542077219 0.1376254358 0.1376254358 18.50492663 12 2.559215 ## 2947 #F564E3 6 1.465113173 0.1307566420 0.1307566420 17.58135808 12 2.559747 ## 2948 #F564E3 6 1.395758955 0.1245670010 0.1245670010 16.74910746 12 2.560280 ## 2949 #F564E3 6 1.330846164 0.1187737430 0.1187737430 15.97015397 12 2.560813 ## 2950 #F564E3 6 1.270175869 0.1133591142 0.1133591142 15.24211043 12 2.561346 ## 2951 #F564E3 6 1.215935264 0.1085183145 0.1085183145 14.59122317 12 2.561878 ## 2952 #F564E3 6 1.166774150 0.1041308431 0.1041308431 14.00128980 12 2.562411 ## 2953 #F564E3 6 1.121623611 0.1001013025 0.1001013025 13.45948333 12 2.562944 ## 2954 #F564E3 6 1.081733622 0.0965412493 0.0965412493 12.98080347 12 2.563477 ## 2955 #F564E3 6 1.047417054 0.0934786059 0.0934786059 12.56900465 12 2.564009 ## 2956 #F564E3 6 1.016832681 0.0907490489 0.0907490489 12.20199218 12 2.564542 ## 2957 #F564E3 6 0.990393389 0.0883894270 0.0883894270 11.88472067 12 2.565075 ## 2958 #F564E3 6 0.969869205 0.0865577096 0.0865577096 11.63843046 12 2.565608 ## 2959 #F564E3 6 0.952765319 0.0850312427 0.0850312427 11.43318383 12 2.566140 ## 2960 #F564E3 6 0.939050943 0.0838072787 0.0838072787 11.26861132 12 2.566673 ## 2961 #F564E3 6 0.930886049 0.0830785881 0.0830785881 11.17063259 12 2.567206 ## 2962 #F564E3 6 0.926080955 0.0826497489 0.0826497489 11.11297146 12 2.567739 ## 2963 #F564E3 6 0.924326789 0.0824931953 0.0824931953 11.09192147 12 2.568271 ## 2964 #F564E3 6 0.926974867 0.0827295277 0.0827295277 11.12369841 12 2.568804 ## 2965 #F564E3 6 0.933215640 0.0832864967 0.0832864967 11.19858769 12 2.569337 ## 2966 #F564E3 6 0.942151326 0.0840839779 0.0840839779 11.30581591 12 2.569870 ## 2967 #F564E3 6 0.954455308 0.0851820688 0.0851820688 11.45346369 12 2.570402 ## 2968 #F564E3 6 0.970432909 0.0866080183 0.0866080183 11.64519491 12 2.570935 ## 2969 #F564E3 6 0.988735016 0.0882414226 0.0882414226 11.86482019 12 2.571468 ## 2970 #F564E3 6 1.009495221 0.0900942041 0.0900942041 12.11394265 12 2.572001 ## 2971 #F564E3 6 1.033852688 0.0922680297 0.0922680297 12.40623225 12 2.572533 ## 2972 #F564E3 6 1.060151469 0.0946151115 0.0946151115 12.72181763 12 2.573066 ## 2973 #F564E3 6 1.088354674 0.0971321568 0.0971321568 13.06025608 12 2.573599 ## 2974 #F564E3 6 1.119467206 0.0999088504 0.0999088504 13.43360648 12 2.574132 ## 2975 #F564E3 6 1.152351040 0.1028436268 0.1028436268 13.82821248 12 2.574664 ## 2976 #F564E3 6 1.186743333 0.1059130285 0.1059130285 14.24092000 12 2.575197 ## 2977 #F564E3 6 1.223153901 0.1091625546 0.1091625546 14.67784681 12 2.575730 ## 2978 #F564E3 6 1.261175085 0.1125558231 0.1125558231 15.13410102 12 2.576262 ## 2979 #F564E3 6 1.300300008 0.1160475967 0.1160475967 15.60360009 12 2.576795 ## 2980 #F564E3 6 1.340695093 0.1196527283 0.1196527283 16.08834112 12 2.577328 ## 2981 #F564E3 6 1.382380264 0.1233729958 0.1233729958 16.58856317 12 2.577861 ## 2982 #F564E3 6 1.424760069 0.1271552572 0.1271552572 17.09712083 12 2.578393 ## 2983 #F564E3 6 1.467812810 0.1309975760 0.1309975760 17.61375372 12 2.578926 ## 2984 #F564E3 6 1.511680443 0.1349126212 0.1349126212 18.14016532 12 2.579459 ## 2985 #F564E3 6 1.555836095 0.1388533713 0.1388533713 18.67003314 12 2.579992 ## 2986 #F564E3 6 1.600241984 0.1428164541 0.1428164541 19.20290381 12 2.580524 ## 2987 #F564E3 6 1.644811001 0.1467940957 0.1467940957 19.73773202 12 2.581057 ## 2988 #F564E3 6 1.689290771 0.1507637722 0.1507637722 20.27148925 12 2.581590 ## 2989 #F564E3 6 1.733628881 0.1547208060 0.1547208060 20.80354657 12 2.582123 ## 2990 #F564E3 6 1.777616934 0.1586465984 0.1586465984 21.33140321 12 2.582655 ## 2991 #F564E3 6 1.821033183 0.1625213590 0.1625213590 21.85239819 12 2.583188 ## 2992 #F564E3 6 1.863941883 0.1663508226 0.1663508226 22.36730259 12 2.583721 ## 2993 #F564E3 6 1.906162466 0.1701188740 0.1701188740 22.87394959 12 2.584254 ## 2994 #F564E3 6 1.947234890 0.1737844558 0.1737844558 23.36681867 12 2.584786 ## 2995 #F564E3 6 1.987473554 0.1773756273 0.1773756273 23.84968265 12 2.585319 ## 2996 #F564E3 6 2.026849402 0.1808897951 0.1808897951 24.32219282 12 2.585852 ## 2997 #F564E3 6 2.064458705 0.1842463046 0.1842463046 24.77350446 12 2.586385 ## 2998 #F564E3 6 2.100954764 0.1875034606 0.1875034606 25.21145717 12 2.586917 ## 2999 #F564E3 6 2.136323415 0.1906599990 0.1906599990 25.63588098 12 2.587450 ## 3000 #F564E3 6 2.169790343 0.1936468148 0.1936468148 26.03748412 12 2.587983 ## 3001 #F564E3 6 2.201684592 0.1964932739 0.1964932739 26.42021510 12 2.588516 ## 3002 #F564E3 6 2.232255242 0.1992216063 0.1992216063 26.78706291 12 2.589048 ## 3003 #F564E3 6 2.260961217 0.2017835222 0.2017835222 27.13153460 12 2.589581 ## 3004 #F564E3 6 2.287646892 0.2041651330 0.2041651330 27.45176270 12 2.590114 ## 3005 #F564E3 6 2.312890989 0.2064180875 0.2064180875 27.75469186 12 2.590647 ## 3006 #F564E3 6 2.336450021 0.2085206554 0.2085206554 28.03740025 12 2.591179 ## 3007 #F564E3 6 2.357601218 0.2104083318 0.2104083318 28.29121462 12 2.591712 ## 3008 #F564E3 6 2.377276813 0.2121643154 0.2121643154 28.52732176 12 2.592245 ## 3009 #F564E3 6 2.395477372 0.2137886568 0.2137886568 28.74572847 12 2.592778 ## 3010 #F564E3 6 2.411136934 0.2151862223 0.2151862223 28.93364321 12 2.593310 ## 3011 #F564E3 6 2.425297518 0.2164500089 0.2164500089 29.10357021 12 2.593843 ## 3012 #F564E3 6 2.438044303 0.2175876186 0.2175876186 29.25653164 12 2.594376 ## 3013 #F564E3 6 2.448681702 0.2185369722 0.2185369722 29.38418042 12 2.594909 ## 3014 #F564E3 6 2.457667101 0.2193388902 0.2193388902 29.49200522 12 2.595441 ## 3015 #F564E3 6 2.465378099 0.2200270720 0.2200270720 29.58453719 12 2.595974 ## 3016 #F564E3 6 2.471459013 0.2205697740 0.2205697740 29.65750815 12 2.596507 ## 3017 #F564E3 6 2.475867420 0.2209632102 0.2209632102 29.71040904 12 2.597039 ## 3018 #F564E3 6 2.479207184 0.2212612734 0.2212612734 29.75048620 12 2.597572 ## 3019 #F564E3 6 2.481393595 0.2214564036 0.2214564036 29.77672314 12 2.598105 ## 3020 #F564E3 6 2.482035462 0.2215136882 0.2215136882 29.78442555 12 2.598638 ## 3021 #F564E3 6 2.481863872 0.2214983742 0.2214983742 29.78236646 12 2.599170 ## 3022 #F564E3 6 2.480904712 0.2214127723 0.2214127723 29.77085655 12 2.599703 ## 3023 #F564E3 6 2.478804385 0.2212253248 0.2212253248 29.74565262 12 2.600236 ## 3024 #F564E3 6 2.476110795 0.2209849306 0.2209849306 29.71332954 12 2.600769 ## 3025 #F564E3 6 2.472914909 0.2206997080 0.2206997080 29.67497890 12 2.601301 ## 3026 #F564E3 6 2.469107787 0.2203599347 0.2203599347 29.62929345 12 2.601834 ## 3027 #F564E3 6 2.464934987 0.2199875257 0.2199875257 29.57921985 12 2.602367 ## 3028 #F564E3 6 2.460546304 0.2195958498 0.2195958498 29.52655564 12 2.602900 ## 3029 #F564E3 6 2.455960419 0.2191865743 0.2191865743 29.47152503 12 2.603432 ## 3030 #F564E3 6 2.451323924 0.2187727820 0.2187727820 29.41588708 12 2.603965 ## 3031 #F564E3 6 2.446735126 0.2183632466 0.2183632466 29.36082152 12 2.604498 ## 3032 #F564E3 6 2.442231110 0.2179612776 0.2179612776 29.30677332 12 2.605031 ## 3033 #F564E3 6 2.438039939 0.2175872290 0.2175872290 29.25647926 12 2.605563 ## 3034 #F564E3 6 2.434114976 0.2172369388 0.2172369388 29.20937971 12 2.606096 ## 3035 #F564E3 6 2.430473316 0.2169119323 0.2169119323 29.16567979 12 2.606629 ## 3036 #F564E3 6 2.427410217 0.2166385605 0.2166385605 29.12892260 12 2.607162 ## 3037 #F564E3 6 2.424816439 0.2164070742 0.2164070742 29.09779727 12 2.607694 ## 3038 #F564E3 6 2.422651173 0.2162138312 0.2162138312 29.07181408 12 2.608227 ## 3039 #F564E3 6 2.421148739 0.2160797438 0.2160797438 29.05378487 12 2.608760 ## 3040 #F564E3 6 2.420304157 0.2160043675 0.2160043675 29.04364988 12 2.609293 ## 3041 #F564E3 6 2.419954849 0.2159731930 0.2159731930 29.03945819 12 2.609825 ## 3042 #F564E3 6 2.420224322 0.2159972425 0.2159972425 29.04269186 12 2.610358 ## 3043 #F564E3 6 2.421264315 0.2160900585 0.2160900585 29.05517178 12 2.610891 ## 3044 #F564E3 6 2.422782192 0.2162255242 0.2162255242 29.07338631 12 2.611424 ## 3045 #F564E3 6 2.424785345 0.2164042992 0.2164042992 29.09742414 12 2.611956 ## 3046 #F564E3 6 2.427551568 0.2166511757 0.2166511757 29.13061882 12 2.612489 ## 3047 #F564E3 6 2.430695490 0.2169317606 0.2169317606 29.16834588 12 2.613022 ## 3048 #F564E3 6 2.434202553 0.2172447547 0.2172447547 29.21043064 12 2.613555 ## 3049 #F564E3 6 2.438199643 0.2176014821 0.2176014821 29.25839571 12 2.614087 ## 3050 #F564E3 6 2.442455060 0.2179812645 0.2179812645 29.30946072 12 2.614620 ## 3051 #F564E3 6 2.446890672 0.2183771285 0.2183771285 29.36268806 12 2.615153 ## 3052 #F564E3 6 2.451494679 0.2187880214 0.2187880214 29.41793615 12 2.615685 ## 3053 #F564E3 6 2.456113964 0.2192002777 0.2192002777 29.47336757 12 2.616218 ## 3054 #F564E3 6 2.460673472 0.2196071992 0.2196071992 29.52808166 12 2.616751 ## 3055 #F564E3 6 2.465105279 0.2200027237 0.2200027237 29.58126335 12 2.617284 ## 3056 #F564E3 6 2.469166033 0.2203651329 0.2203651329 29.62999239 12 2.617816 ## 3057 #F564E3 6 2.472890117 0.2206974955 0.2206974955 29.67468141 12 2.618349 ## 3058 #F564E3 6 2.476250459 0.2209973952 0.2209973952 29.71500551 12 2.618882 ## 3059 #F564E3 6 2.478735159 0.2212191467 0.2212191467 29.74482191 12 2.619415 ## 3060 #F564E3 6 2.480584131 0.2213841615 0.2213841615 29.76700958 12 2.619947 ## 3061 #F564E3 6 2.481778538 0.2214907585 0.2214907585 29.78134246 12 2.620480 ## 3062 #F564E3 6 2.481790620 0.2214918367 0.2214918367 29.78148743 12 2.621013 ## 3063 #F564E3 6 2.480724027 0.2213966467 0.2213966467 29.76868832 12 2.621546 ## 3064 #F564E3 6 2.478725611 0.2212182946 0.2212182946 29.74470734 12 2.622078 ## 3065 #F564E3 6 2.475371376 0.2209189398 0.2209189398 29.70445651 12 2.622611 ## 3066 #F564E3 6 2.470426544 0.2204776295 0.2204776295 29.64511853 12 2.623144 ## 3067 #F564E3 6 2.464308448 0.2199316091 0.2199316091 29.57170138 12 2.623677 ## 3068 #F564E3 6 2.456801996 0.2192616824 0.2192616824 29.48162395 12 2.624209 ## 3069 #F564E3 6 2.447165395 0.2184016467 0.2184016467 29.36598474 12 2.624742 ## 3070 #F564E3 6 2.436168857 0.2174202410 0.2174202410 29.23402628 12 2.625275 ## 3071 #F564E3 6 2.423797748 0.2163161593 0.2163161593 29.08557297 12 2.625808 ## 3072 #F564E3 6 2.408950110 0.2149910553 0.2149910553 28.90740132 12 2.626340 ## PANEL group violinwidth flipped_aes width ymin ymax xmax weight fill ## 1 1 1 0.1357458399 TRUE 0.9 0.55 1.45 2.334454 1 white ## 2 1 1 0.1362716928 TRUE 0.9 0.55 1.45 2.334986 1 white ## 3 1 1 0.1367801021 TRUE 0.9 0.55 1.45 2.335518 1 white ## 4 1 1 0.1372885114 TRUE 0.9 0.55 1.45 2.336050 1 white ## 5 1 1 0.1377881946 TRUE 0.9 0.55 1.45 2.336582 1 white ## 6 1 1 0.1382790040 TRUE 0.9 0.55 1.45 2.337114 1 white ## 7 1 1 0.1387698133 TRUE 0.9 0.55 1.45 2.337647 1 white ## 8 1 1 0.1392431739 TRUE 0.9 0.55 1.45 2.338179 1 white ## 9 1 1 0.1397163295 TRUE 0.9 0.55 1.45 2.338711 1 white ## 10 1 1 0.1401809903 TRUE 0.9 0.55 1.45 2.339243 1 white ## 11 1 1 0.1406364839 TRUE 0.9 0.55 1.45 2.339775 1 white ## 12 1 1 0.1410919776 TRUE 0.9 0.55 1.45 2.340307 1 white ## 13 1 1 0.1415303131 TRUE 0.9 0.55 1.45 2.340840 1 white ## 14 1 1 0.1419681823 TRUE 0.9 0.55 1.45 2.341372 1 white ## 15 1 1 0.1423978748 TRUE 0.9 0.55 1.45 2.341904 1 white ## 16 1 1 0.1428182022 TRUE 0.9 0.55 1.45 2.342436 1 white ## 17 1 1 0.1432385295 TRUE 0.9 0.55 1.45 2.342968 1 white ## 18 1 1 0.1436421613 TRUE 0.9 0.55 1.45 2.343500 1 white ## 19 1 1 0.1440450739 TRUE 0.9 0.55 1.45 2.344032 1 white ## 20 1 1 0.1444402047 TRUE 0.9 0.55 1.45 2.344565 1 white ## 21 1 1 0.1448258734 TRUE 0.9 0.55 1.45 2.345097 1 white ## 22 1 1 0.1452115421 TRUE 0.9 0.55 1.45 2.345629 1 white ## 23 1 1 0.1455811367 TRUE 0.9 0.55 1.45 2.346161 1 white ## 24 1 1 0.1459497753 TRUE 0.9 0.55 1.45 2.346693 1 white ## 25 1 1 0.1463110927 TRUE 0.9 0.55 1.45 2.347225 1 white ## 26 1 1 0.1466629566 TRUE 0.9 0.55 1.45 2.347757 1 white ## 27 1 1 0.1470148205 TRUE 0.9 0.55 1.45 2.348290 1 white ## 28 1 1 0.1473513755 TRUE 0.9 0.55 1.45 2.348822 1 white ## 29 1 1 0.1476867608 TRUE 0.9 0.55 1.45 2.349354 1 white ## 30 1 1 0.1480153402 TRUE 0.9 0.55 1.45 2.349886 1 white ## 31 1 1 0.1483345823 TRUE 0.9 0.55 1.45 2.350418 1 white ## 32 1 1 0.1486538243 TRUE 0.9 0.55 1.45 2.350950 1 white ## 33 1 1 0.1489586496 TRUE 0.9 0.55 1.45 2.351482 1 white ## 34 1 1 0.1492621215 TRUE 0.9 0.55 1.45 2.352015 1 white ## 35 1 1 0.1495593453 TRUE 0.9 0.55 1.45 2.352547 1 white ## 36 1 1 0.1498474562 TRUE 0.9 0.55 1.45 2.353079 1 white ## 37 1 1 0.1501355671 TRUE 0.9 0.55 1.45 2.353611 1 white ## 38 1 1 0.1504102625 TRUE 0.9 0.55 1.45 2.354143 1 white ## 39 1 1 0.1506834562 TRUE 0.9 0.55 1.45 2.354675 1 white ## 40 1 1 0.1509509904 TRUE 0.9 0.55 1.45 2.355208 1 white ## 41 1 1 0.1512097433 TRUE 0.9 0.55 1.45 2.355740 1 white ## 42 1 1 0.1514684962 TRUE 0.9 0.55 1.45 2.356272 1 white ## 43 1 1 0.1517149249 TRUE 0.9 0.55 1.45 2.356804 1 white ## 44 1 1 0.1519597441 TRUE 0.9 0.55 1.45 2.357336 1 white ## 45 1 1 0.1521995115 TRUE 0.9 0.55 1.45 2.357868 1 white ## 46 1 1 0.1524309331 TRUE 0.9 0.55 1.45 2.358400 1 white ## 47 1 1 0.1526623547 TRUE 0.9 0.55 1.45 2.358933 1 white ## 48 1 1 0.1528826144 TRUE 0.9 0.55 1.45 2.359465 1 white ## 49 1 1 0.1531012011 TRUE 0.9 0.55 1.45 2.359997 1 white ## 50 1 1 0.1533153515 TRUE 0.9 0.55 1.45 2.360529 1 white ## 51 1 1 0.1535216907 TRUE 0.9 0.55 1.45 2.361061 1 white ## 52 1 1 0.1537280300 TRUE 0.9 0.55 1.45 2.361593 1 white ## 53 1 1 0.1539244215 TRUE 0.9 0.55 1.45 2.362125 1 white ## 54 1 1 0.1541191233 TRUE 0.9 0.55 1.45 2.362658 1 white ## 55 1 1 0.1543100015 TRUE 0.9 0.55 1.45 2.363190 1 white ## 56 1 1 0.1544936963 TRUE 0.9 0.55 1.45 2.363722 1 white ## 57 1 1 0.1546773911 TRUE 0.9 0.55 1.45 2.364254 1 white ## 58 1 1 0.1548523851 TRUE 0.9 0.55 1.45 2.364786 1 white ## 59 1 1 0.1550257215 TRUE 0.9 0.55 1.45 2.365318 1 white ## 60 1 1 0.1551958342 TRUE 0.9 0.55 1.45 2.365850 1 white ## 61 1 1 0.1553594768 TRUE 0.9 0.55 1.45 2.366383 1 white ## 62 1 1 0.1555231193 TRUE 0.9 0.55 1.45 2.366915 1 white ## 63 1 1 0.1556793231 TRUE 0.9 0.55 1.45 2.367447 1 white ## 64 1 1 0.1558339502 TRUE 0.9 0.55 1.45 2.367979 1 white ## 65 1 1 0.1559859324 TRUE 0.9 0.55 1.45 2.368511 1 white ## 66 1 1 0.1561322342 TRUE 0.9 0.55 1.45 2.369043 1 white ## 67 1 1 0.1562785360 TRUE 0.9 0.55 1.45 2.369576 1 white ## 68 1 1 0.1564186588 TRUE 0.9 0.55 1.45 2.370108 1 white ## 69 1 1 0.1565573349 TRUE 0.9 0.55 1.45 2.370640 1 white ## 70 1 1 0.1566939155 TRUE 0.9 0.55 1.45 2.371172 1 white ## 71 1 1 0.1568256728 TRUE 0.9 0.55 1.45 2.371704 1 white ## 72 1 1 0.1569574300 TRUE 0.9 0.55 1.45 2.372236 1 white ## 73 1 1 0.1570842504 TRUE 0.9 0.55 1.45 2.372768 1 white ## 74 1 1 0.1572098011 TRUE 0.9 0.55 1.45 2.373301 1 white ## 75 1 1 0.1573337703 TRUE 0.9 0.55 1.45 2.373833 1 white ## 76 1 1 0.1574538301 TRUE 0.9 0.55 1.45 2.374365 1 white ## 77 1 1 0.1575738899 TRUE 0.9 0.55 1.45 2.374897 1 white ## 78 1 1 0.1576902232 TRUE 0.9 0.55 1.45 2.375429 1 white ## 79 1 1 0.1578055090 TRUE 0.9 0.55 1.45 2.375961 1 white ## 80 1 1 0.1579196865 TRUE 0.9 0.55 1.45 2.376493 1 white ## 81 1 1 0.1580309149 TRUE 0.9 0.55 1.45 2.377026 1 white ## 82 1 1 0.1581421434 TRUE 0.9 0.55 1.45 2.377558 1 white ## 83 1 1 0.1582508118 TRUE 0.9 0.55 1.45 2.378090 1 white ## 84 1 1 0.1583586971 TRUE 0.9 0.55 1.45 2.378622 1 white ## 85 1 1 0.1584659022 TRUE 0.9 0.55 1.45 2.379154 1 white ## 86 1 1 0.1585711548 TRUE 0.9 0.55 1.45 2.379686 1 white ## 87 1 1 0.1586764073 TRUE 0.9 0.55 1.45 2.380218 1 white ## 88 1 1 0.1587802121 TRUE 0.9 0.55 1.45 2.380751 1 white ## 89 1 1 0.1588835367 TRUE 0.9 0.55 1.45 2.381283 1 white ## 90 1 1 0.1589865618 TRUE 0.9 0.55 1.45 2.381815 1 white ## 91 1 1 0.1590886564 TRUE 0.9 0.55 1.45 2.382347 1 white ## 92 1 1 0.1591907509 TRUE 0.9 0.55 1.45 2.382879 1 white ## 93 1 1 0.1592924477 TRUE 0.9 0.55 1.45 2.383411 1 white ## 94 1 1 0.1593940018 TRUE 0.9 0.55 1.45 2.383944 1 white ## 95 1 1 0.1594955879 TRUE 0.9 0.55 1.45 2.384476 1 white ## 96 1 1 0.1595972815 TRUE 0.9 0.55 1.45 2.385008 1 white ## 97 1 1 0.1596989752 TRUE 0.9 0.55 1.45 2.385540 1 white ## 98 1 1 0.1598012522 TRUE 0.9 0.55 1.45 2.386072 1 white ## 99 1 1 0.1599037547 TRUE 0.9 0.55 1.45 2.386604 1 white ## 100 1 1 0.1600065707 TRUE 0.9 0.55 1.45 2.387136 1 white ## 101 1 1 0.1601105396 TRUE 0.9 0.55 1.45 2.387669 1 white ## 102 1 1 0.1602145085 TRUE 0.9 0.55 1.45 2.388201 1 white ## 103 1 1 0.1603199689 TRUE 0.9 0.55 1.45 2.388733 1 white ## 104 1 1 0.1604260492 TRUE 0.9 0.55 1.45 2.389265 1 white ## 105 1 1 0.1605326753 TRUE 0.9 0.55 1.45 2.389797 1 white ## 106 1 1 0.1606414987 TRUE 0.9 0.55 1.45 2.390329 1 white ## 107 1 1 0.1607503221 TRUE 0.9 0.55 1.45 2.390861 1 white ## 108 1 1 0.1608614696 TRUE 0.9 0.55 1.45 2.391394 1 white ## 109 1 1 0.1609736538 TRUE 0.9 0.55 1.45 2.391926 1 white ## 110 1 1 0.1610865678 TRUE 0.9 0.55 1.45 2.392458 1 white ## 111 1 1 0.1612027160 TRUE 0.9 0.55 1.45 2.392990 1 white ## 112 1 1 0.1613188642 TRUE 0.9 0.55 1.45 2.393522 1 white ## 113 1 1 0.1614380929 TRUE 0.9 0.55 1.45 2.394054 1 white ## 114 1 1 0.1615587935 TRUE 0.9 0.55 1.45 2.394586 1 white ## 115 1 1 0.1616803617 TRUE 0.9 0.55 1.45 2.395119 1 white ## 116 1 1 0.1618061878 TRUE 0.9 0.55 1.45 2.395651 1 white ## 117 1 1 0.1619320139 TRUE 0.9 0.55 1.45 2.396183 1 white ## 118 1 1 0.1620616017 TRUE 0.9 0.55 1.45 2.396715 1 white ## 119 1 1 0.1621931114 TRUE 0.9 0.55 1.45 2.397247 1 white ## 120 1 1 0.1623255826 TRUE 0.9 0.55 1.45 2.397779 1 white ## 121 1 1 0.1624633184 TRUE 0.9 0.55 1.45 2.398312 1 white ## 122 1 1 0.1626010542 TRUE 0.9 0.55 1.45 2.398844 1 white ## 123 1 1 0.1627431596 TRUE 0.9 0.55 1.45 2.399376 1 white ## 124 1 1 0.1628876489 TRUE 0.9 0.55 1.45 2.399908 1 white ## 125 1 1 0.1630331525 TRUE 0.9 0.55 1.45 2.400440 1 white ## 126 1 1 0.1631849075 TRUE 0.9 0.55 1.45 2.400972 1 white ## 127 1 1 0.1633366626 TRUE 0.9 0.55 1.45 2.401504 1 white ## 128 1 1 0.1634933253 TRUE 0.9 0.55 1.45 2.402037 1 white ## 129 1 1 0.1636528436 TRUE 0.9 0.55 1.45 2.402569 1 white ## 130 1 1 0.1638133906 TRUE 0.9 0.55 1.45 2.403101 1 white ## 131 1 1 0.1639811549 TRUE 0.9 0.55 1.45 2.403633 1 white ## 132 1 1 0.1641489192 TRUE 0.9 0.55 1.45 2.404165 1 white ## 133 1 1 0.1643220636 TRUE 0.9 0.55 1.45 2.404697 1 white ## 134 1 1 0.1644985429 TRUE 0.9 0.55 1.45 2.405229 1 white ## 135 1 1 0.1646760302 TRUE 0.9 0.55 1.45 2.405762 1 white ## 136 1 1 0.1648616797 TRUE 0.9 0.55 1.45 2.406294 1 white ## 137 1 1 0.1650473293 TRUE 0.9 0.55 1.45 2.406826 1 white ## 138 1 1 0.1652387702 TRUE 0.9 0.55 1.45 2.407358 1 white ## 139 1 1 0.1654340322 TRUE 0.9 0.55 1.45 2.407890 1 white ## 140 1 1 0.1656302490 TRUE 0.9 0.55 1.45 2.408422 1 white ## 141 1 1 0.1658355532 TRUE 0.9 0.55 1.45 2.408954 1 white ## 142 1 1 0.1660408575 TRUE 0.9 0.55 1.45 2.409487 1 white ## 143 1 1 0.1662523088 TRUE 0.9 0.55 1.45 2.410019 1 white ## 144 1 1 0.1664680733 TRUE 0.9 0.55 1.45 2.410551 1 white ## 145 1 1 0.1666847098 TRUE 0.9 0.55 1.45 2.411083 1 white ## 146 1 1 0.1669113416 TRUE 0.9 0.55 1.45 2.411615 1 white ## 147 1 1 0.1671379735 TRUE 0.9 0.55 1.45 2.412147 1 white ## 148 1 1 0.1673710573 TRUE 0.9 0.55 1.45 2.412680 1 white ## 149 1 1 0.1676089530 TRUE 0.9 0.55 1.45 2.413212 1 white ## 150 1 1 0.1678476104 TRUE 0.9 0.55 1.45 2.413744 1 white ## 151 1 1 0.1680971568 TRUE 0.9 0.55 1.45 2.414276 1 white ## 152 1 1 0.1683467031 TRUE 0.9 0.55 1.45 2.414808 1 white ## 153 1 1 0.1686029611 TRUE 0.9 0.55 1.45 2.415340 1 white ## 154 1 1 0.1688645361 TRUE 0.9 0.55 1.45 2.415872 1 white ## 155 1 1 0.1691267379 TRUE 0.9 0.55 1.45 2.416405 1 white ## 156 1 1 0.1694007113 TRUE 0.9 0.55 1.45 2.416937 1 white ## 157 1 1 0.1696746847 TRUE 0.9 0.55 1.45 2.417469 1 white ## 158 1 1 0.1699555888 TRUE 0.9 0.55 1.45 2.418001 1 white ## 159 1 1 0.1702423229 TRUE 0.9 0.55 1.45 2.418533 1 white ## 160 1 1 0.1705295252 TRUE 0.9 0.55 1.45 2.419065 1 white ## 161 1 1 0.1708293753 TRUE 0.9 0.55 1.45 2.419597 1 white ## 162 1 1 0.1711292254 TRUE 0.9 0.55 1.45 2.420130 1 white ## 163 1 1 0.1714361890 TRUE 0.9 0.55 1.45 2.420662 1 white ## 164 1 1 0.1717495044 TRUE 0.9 0.55 1.45 2.421194 1 white ## 165 1 1 0.1720631079 TRUE 0.9 0.55 1.45 2.421726 1 white ## 166 1 1 0.1723902321 TRUE 0.9 0.55 1.45 2.422258 1 white ## 167 1 1 0.1727173564 TRUE 0.9 0.55 1.45 2.422790 1 white ## 168 1 1 0.1730517446 TRUE 0.9 0.55 1.45 2.423322 1 white ## 169 1 1 0.1733930163 TRUE 0.9 0.55 1.45 2.423855 1 white ## 170 1 1 0.1737343753 TRUE 0.9 0.55 1.45 2.424387 1 white ## 171 1 1 0.1740901287 TRUE 0.9 0.55 1.45 2.424919 1 white ## 172 1 1 0.1744458820 TRUE 0.9 0.55 1.45 2.425451 1 white ## 173 1 1 0.1748090205 TRUE 0.9 0.55 1.45 2.425983 1 white ## 174 1 1 0.1751795854 TRUE 0.9 0.55 1.45 2.426515 1 white ## 175 1 1 0.1755501504 TRUE 0.9 0.55 1.45 2.427047 1 white ## 176 1 1 0.1759357196 TRUE 0.9 0.55 1.45 2.427580 1 white ## 177 1 1 0.1763214224 TRUE 0.9 0.55 1.45 2.428112 1 white ## 178 1 1 0.1767146044 TRUE 0.9 0.55 1.45 2.428644 1 white ## 179 1 1 0.1771157678 TRUE 0.9 0.55 1.45 2.429176 1 white ## 180 1 1 0.1775169312 TRUE 0.9 0.55 1.45 2.429708 1 white ## 181 1 1 0.1779335012 TRUE 0.9 0.55 1.45 2.430240 1 white ## 182 1 1 0.1783504447 TRUE 0.9 0.55 1.45 2.430773 1 white ## 183 1 1 0.1787749360 TRUE 0.9 0.55 1.45 2.431305 1 white ## 184 1 1 0.1792079758 TRUE 0.9 0.55 1.45 2.431837 1 white ## 185 1 1 0.1796410157 TRUE 0.9 0.55 1.45 2.432369 1 white ## 186 1 1 0.1800898331 TRUE 0.9 0.55 1.45 2.432901 1 white ## 187 1 1 0.1805392824 TRUE 0.9 0.55 1.45 2.433433 1 white ## 188 1 1 0.1809963235 TRUE 0.9 0.55 1.45 2.433965 1 white ## 189 1 1 0.1814624921 TRUE 0.9 0.55 1.45 2.434498 1 white ## 190 1 1 0.1819286607 TRUE 0.9 0.55 1.45 2.435030 1 white ## 191 1 1 0.1824109466 TRUE 0.9 0.55 1.45 2.435562 1 white ## 192 1 1 0.1828941408 TRUE 0.9 0.55 1.45 2.436094 1 white ## 193 1 1 0.1833849461 TRUE 0.9 0.55 1.45 2.436626 1 white ## 194 1 1 0.1838854683 TRUE 0.9 0.55 1.45 2.437158 1 white ## 195 1 1 0.1843859906 TRUE 0.9 0.55 1.45 2.437690 1 white ## 196 1 1 0.1849029374 TRUE 0.9 0.55 1.45 2.438223 1 white ## 197 1 1 0.1854210860 TRUE 0.9 0.55 1.45 2.438755 1 white ## 198 1 1 0.1859468397 TRUE 0.9 0.55 1.45 2.439287 1 white ## 199 1 1 0.1864829082 TRUE 0.9 0.55 1.45 2.439819 1 white ## 200 1 1 0.1870189768 TRUE 0.9 0.55 1.45 2.440351 1 white ## 201 1 1 0.1875717415 TRUE 0.9 0.55 1.45 2.440883 1 white ## 202 1 1 0.1881260181 TRUE 0.9 0.55 1.45 2.441415 1 white ## 203 1 1 0.1886878673 TRUE 0.9 0.55 1.45 2.441948 1 white ## 204 1 1 0.1892606339 TRUE 0.9 0.55 1.45 2.442480 1 white ## 205 1 1 0.1898334005 TRUE 0.9 0.55 1.45 2.443012 1 white ## 206 1 1 0.1904230956 TRUE 0.9 0.55 1.45 2.443544 1 white ## 207 1 1 0.1910146272 TRUE 0.9 0.55 1.45 2.444076 1 white ## 208 1 1 0.1916136710 TRUE 0.9 0.55 1.45 2.444608 1 white ## 209 1 1 0.1922242348 TRUE 0.9 0.55 1.45 2.445141 1 white ## 210 1 1 0.1928347986 TRUE 0.9 0.55 1.45 2.445673 1 white ## 211 1 1 0.1934624784 TRUE 0.9 0.55 1.45 2.446205 1 white ## 212 1 1 0.1940923324 TRUE 0.9 0.55 1.45 2.446737 1 white ## 213 1 1 0.1947296084 TRUE 0.9 0.55 1.45 2.447269 1 white ## 214 1 1 0.1953790006 TRUE 0.9 0.55 1.45 2.447801 1 white ## 215 1 1 0.1960283928 TRUE 0.9 0.55 1.45 2.448333 1 white ## 216 1 1 0.1966950373 TRUE 0.9 0.55 1.45 2.448866 1 white ## 217 1 1 0.1973642043 TRUE 0.9 0.55 1.45 2.449398 1 white ## 218 1 1 0.1980406711 TRUE 0.9 0.55 1.45 2.449930 1 white ## 219 1 1 0.1987298366 TRUE 0.9 0.55 1.45 2.450462 1 white ## 220 1 1 0.1994190021 TRUE 0.9 0.55 1.45 2.450994 1 white ## 221 1 1 0.2001254982 TRUE 0.9 0.55 1.45 2.451526 1 white ## 222 1 1 0.2008348719 TRUE 0.9 0.55 1.45 2.452058 1 white ## 223 1 1 0.2015513900 TRUE 0.9 0.55 1.45 2.452591 1 white ## 224 1 1 0.2022811659 TRUE 0.9 0.55 1.45 2.453123 1 white ## 225 1 1 0.2030109418 TRUE 0.9 0.55 1.45 2.453655 1 white ## 226 1 1 0.2037580609 TRUE 0.9 0.55 1.45 2.454187 1 white ## 227 1 1 0.2045084158 TRUE 0.9 0.55 1.45 2.454719 1 white ## 228 1 1 0.2052657246 TRUE 0.9 0.55 1.45 2.455251 1 white ## 229 1 1 0.2060368164 TRUE 0.9 0.55 1.45 2.455783 1 white ## 230 1 1 0.2068079083 TRUE 0.9 0.55 1.45 2.456316 1 white ## 231 1 1 0.2075962824 TRUE 0.9 0.55 1.45 2.456848 1 white ## 232 1 1 0.2083882485 TRUE 0.9 0.55 1.45 2.457380 1 white ## 233 1 1 0.2091869418 TRUE 0.9 0.55 1.45 2.457912 1 white ## 234 1 1 0.2099998974 TRUE 0.9 0.55 1.45 2.458444 1 white ## 235 1 1 0.2108128530 TRUE 0.9 0.55 1.45 2.458976 1 white ## 236 1 1 0.2116429487 TRUE 0.9 0.55 1.45 2.459509 1 white ## 237 1 1 0.2124769848 TRUE 0.9 0.55 1.45 2.460041 1 white ## 238 1 1 0.2133174843 TRUE 0.9 0.55 1.45 2.460573 1 white ## 239 1 1 0.2141726661 TRUE 0.9 0.55 1.45 2.461105 1 white ## 240 1 1 0.2150278479 TRUE 0.9 0.55 1.45 2.461637 1 white ## 241 1 1 0.2158999389 TRUE 0.9 0.55 1.45 2.462169 1 white ## 242 1 1 0.2167763040 TRUE 0.9 0.55 1.45 2.462701 1 white ## 243 1 1 0.2176588317 TRUE 0.9 0.55 1.45 2.463234 1 white ## 244 1 1 0.2185563880 TRUE 0.9 0.55 1.45 2.463766 1 white ## 245 1 1 0.2194539442 TRUE 0.9 0.55 1.45 2.464298 1 white ## 246 1 1 0.2203680832 TRUE 0.9 0.55 1.45 2.464830 1 white ## 247 1 1 0.2212868072 TRUE 0.9 0.55 1.45 2.465362 1 white ## 248 1 1 0.2222113574 TRUE 0.9 0.55 1.45 2.465894 1 white ## 249 1 1 0.2231511927 TRUE 0.9 0.55 1.45 2.466426 1 white ## 250 1 1 0.2240910279 TRUE 0.9 0.55 1.45 2.466959 1 white ## 251 1 1 0.2250470179 TRUE 0.9 0.55 1.45 2.467491 1 white ## 252 1 1 0.2260078727 TRUE 0.9 0.55 1.45 2.468023 1 white ## 253 1 1 0.2269741829 TRUE 0.9 0.55 1.45 2.468555 1 white ## 254 1 1 0.2279559289 TRUE 0.9 0.55 1.45 2.469087 1 white ## 255 1 1 0.2289376749 TRUE 0.9 0.55 1.45 2.469619 1 white ## 256 1 1 0.2299350408 TRUE 0.9 0.55 1.45 2.470151 1 white ## 257 1 1 0.2309375109 TRUE 0.9 0.55 1.45 2.470684 1 white ## 258 1 1 0.2319450341 TRUE 0.9 0.55 1.45 2.471216 1 white ## 259 1 1 0.2329680210 TRUE 0.9 0.55 1.45 2.471748 1 white ## 260 1 1 0.2339910079 TRUE 0.9 0.55 1.45 2.472280 1 white ## 261 1 1 0.2350289699 TRUE 0.9 0.55 1.45 2.472812 1 white ## 262 1 1 0.2360722244 TRUE 0.9 0.55 1.45 2.473344 1 white ## 263 1 1 0.2371201020 TRUE 0.9 0.55 1.45 2.473877 1 white ## 264 1 1 0.2381833312 TRUE 0.9 0.55 1.45 2.474409 1 white ## 265 1 1 0.2392465604 TRUE 0.9 0.55 1.45 2.474941 1 white ## 266 1 1 0.2403240073 TRUE 0.9 0.55 1.45 2.475473 1 white ## 267 1 1 0.2414068735 TRUE 0.9 0.55 1.45 2.476005 1 white ## 268 1 1 0.2424939099 TRUE 0.9 0.55 1.45 2.476537 1 white ## 269 1 1 0.2435960287 TRUE 0.9 0.55 1.45 2.477069 1 white ## 270 1 1 0.2446981475 TRUE 0.9 0.55 1.45 2.477602 1 white ## 271 1 1 0.2458136134 TRUE 0.9 0.55 1.45 2.478134 1 white ## 272 1 1 0.2469345527 TRUE 0.9 0.55 1.45 2.478666 1 white ## 273 1 1 0.2480591922 TRUE 0.9 0.55 1.45 2.479198 1 white ## 274 1 1 0.2491984707 TRUE 0.9 0.55 1.45 2.479730 1 white ## 275 1 1 0.2503377492 TRUE 0.9 0.55 1.45 2.480262 1 white ## 276 1 1 0.2514893925 TRUE 0.9 0.55 1.45 2.480794 1 white ## 277 1 1 0.2526464789 TRUE 0.9 0.55 1.45 2.481327 1 white ## 278 1 1 0.2538067851 TRUE 0.9 0.55 1.45 2.481859 1 white ## 279 1 1 0.2549810968 TRUE 0.9 0.55 1.45 2.482391 1 white ## 280 1 1 0.2561554085 TRUE 0.9 0.55 1.45 2.482923 1 white ## 281 1 1 0.2573409936 TRUE 0.9 0.55 1.45 2.483455 1 white ## 282 1 1 0.2585318959 TRUE 0.9 0.55 1.45 2.483987 1 white ## 283 1 1 0.2597255347 TRUE 0.9 0.55 1.45 2.484519 1 white ## 284 1 1 0.2609323401 TRUE 0.9 0.55 1.45 2.485052 1 white ## 285 1 1 0.2621391455 TRUE 0.9 0.55 1.45 2.485584 1 white ## 286 1 1 0.2633560284 TRUE 0.9 0.55 1.45 2.486116 1 white ## 287 1 1 0.2645779958 TRUE 0.9 0.55 1.45 2.486648 1 white ## 288 1 1 0.2658022223 TRUE 0.9 0.55 1.45 2.487180 1 white ## 289 1 1 0.2670385567 TRUE 0.9 0.55 1.45 2.487712 1 white ## 290 1 1 0.2682748912 TRUE 0.9 0.55 1.45 2.488245 1 white ## 291 1 1 0.2695200099 TRUE 0.9 0.55 1.45 2.488777 1 white ## 292 1 1 0.2707698622 TRUE 0.9 0.55 1.45 2.489309 1 white ## 293 1 1 0.2720215108 TRUE 0.9 0.55 1.45 2.489841 1 white ## 294 1 1 0.2732839773 TRUE 0.9 0.55 1.45 2.490373 1 white ## 295 1 1 0.2745464438 TRUE 0.9 0.55 1.45 2.490905 1 white ## 296 1 1 0.2758163116 TRUE 0.9 0.55 1.45 2.491437 1 white ## 297 1 1 0.2770904342 TRUE 0.9 0.55 1.45 2.491970 1 white ## 298 1 1 0.2783659144 TRUE 0.9 0.55 1.45 2.492502 1 white ## 299 1 1 0.2796506806 TRUE 0.9 0.55 1.45 2.493034 1 white ## 300 1 1 0.2809354467 TRUE 0.9 0.55 1.45 2.493566 1 white ## 301 1 1 0.2822261520 TRUE 0.9 0.55 1.45 2.494098 1 white ## 302 1 1 0.2835204954 TRUE 0.9 0.55 1.45 2.494630 1 white ## 303 1 1 0.2848157919 TRUE 0.9 0.55 1.45 2.495162 1 white ## 304 1 1 0.2861185925 TRUE 0.9 0.55 1.45 2.495695 1 white ## 305 1 1 0.2874213930 TRUE 0.9 0.55 1.45 2.496227 1 white ## 306 1 1 0.2887286028 TRUE 0.9 0.55 1.45 2.496759 1 white ## 307 1 1 0.2900386877 TRUE 0.9 0.55 1.45 2.497291 1 white ## 308 1 1 0.2913493658 TRUE 0.9 0.55 1.45 2.497823 1 white ## 309 1 1 0.2926655103 TRUE 0.9 0.55 1.45 2.498355 1 white ## 310 1 1 0.2939816549 TRUE 0.9 0.55 1.45 2.498887 1 white ## 311 1 1 0.2953006241 TRUE 0.9 0.55 1.45 2.499420 1 white ## 312 1 1 0.2966215525 TRUE 0.9 0.55 1.45 2.499952 1 white ## 313 1 1 0.2979427680 TRUE 0.9 0.55 1.45 2.500484 1 white ## 314 1 1 0.2992671545 TRUE 0.9 0.55 1.45 2.501016 1 white ## 315 1 1 0.3005915410 TRUE 0.9 0.55 1.45 2.501548 1 white ## 316 1 1 0.3019171270 TRUE 0.9 0.55 1.45 2.502080 1 white ## 317 1 1 0.3032435975 TRUE 0.9 0.55 1.45 2.502613 1 white ## 318 1 1 0.3045701131 TRUE 0.9 0.55 1.45 2.503145 1 white ## 319 1 1 0.3058972465 TRUE 0.9 0.55 1.45 2.503677 1 white ## 320 1 1 0.3072243798 TRUE 0.9 0.55 1.45 2.504209 1 white ## 321 1 1 0.3085510626 TRUE 0.9 0.55 1.45 2.504741 1 white ## 322 1 1 0.3098773924 TRUE 0.9 0.55 1.45 2.505273 1 white ## 323 1 1 0.3112035988 TRUE 0.9 0.55 1.45 2.505805 1 white ## 324 1 1 0.3125276154 TRUE 0.9 0.55 1.45 2.506338 1 white ## 325 1 1 0.3138516320 TRUE 0.9 0.55 1.45 2.506870 1 white ## 326 1 1 0.3151735390 TRUE 0.9 0.55 1.45 2.507402 1 white ## 327 1 1 0.3164936912 TRUE 0.9 0.55 1.45 2.507934 1 white ## 328 1 1 0.3178136334 TRUE 0.9 0.55 1.45 2.508466 1 white ## 329 1 1 0.3191283310 TRUE 0.9 0.55 1.45 2.508998 1 white ## 330 1 1 0.3204430286 TRUE 0.9 0.55 1.45 2.509530 1 white ## 331 1 1 0.3217539653 TRUE 0.9 0.55 1.45 2.510063 1 white ## 332 1 1 0.3230615813 TRUE 0.9 0.55 1.45 2.510595 1 white ## 333 1 1 0.3243689903 TRUE 0.9 0.55 1.45 2.511127 1 white ## 334 1 1 0.3256678633 TRUE 0.9 0.55 1.45 2.511659 1 white ## 335 1 1 0.3269667363 TRUE 0.9 0.55 1.45 2.512191 1 white ## 336 1 1 0.3282602218 TRUE 0.9 0.55 1.45 2.512723 1 white ## 337 1 1 0.3295486588 TRUE 0.9 0.55 1.45 2.513255 1 white ## 338 1 1 0.3308369886 TRUE 0.9 0.55 1.45 2.513788 1 white ## 339 1 1 0.3321132681 TRUE 0.9 0.55 1.45 2.514320 1 white ## 340 1 1 0.3333895475 TRUE 0.9 0.55 1.45 2.514852 1 white ## 341 1 1 0.3346588548 TRUE 0.9 0.55 1.45 2.515384 1 white ## 342 1 1 0.3359212291 TRUE 0.9 0.55 1.45 2.515916 1 white ## 343 1 1 0.3371836033 TRUE 0.9 0.55 1.45 2.516448 1 white ## 344 1 1 0.3384303965 TRUE 0.9 0.55 1.45 2.516981 1 white ## 345 1 1 0.3396770952 TRUE 0.9 0.55 1.45 2.517513 1 white ## 346 1 1 0.3409152961 TRUE 0.9 0.55 1.45 2.518045 1 white ## 347 1 1 0.3421445296 TRUE 0.9 0.55 1.45 2.518577 1 white ## 348 1 1 0.3433737630 TRUE 0.9 0.55 1.45 2.519109 1 white ## 349 1 1 0.3445841272 TRUE 0.9 0.55 1.45 2.519641 1 white ## 350 1 1 0.3457940894 TRUE 0.9 0.55 1.45 2.520173 1 white ## 351 1 1 0.3469941030 TRUE 0.9 0.55 1.45 2.520706 1 white ## 352 1 1 0.3481829751 TRUE 0.9 0.55 1.45 2.521238 1 white ## 353 1 1 0.3493718471 TRUE 0.9 0.55 1.45 2.521770 1 white ## 354 1 1 0.3505386194 TRUE 0.9 0.55 1.45 2.522302 1 white ## 355 1 1 0.3517045734 TRUE 0.9 0.55 1.45 2.522834 1 white ## 356 1 1 0.3528592191 TRUE 0.9 0.55 1.45 2.523366 1 white ## 357 1 1 0.3540004216 TRUE 0.9 0.55 1.45 2.523898 1 white ## 358 1 1 0.3551416240 TRUE 0.9 0.55 1.45 2.524431 1 white ## 359 1 1 0.3562575834 TRUE 0.9 0.55 1.45 2.524963 1 white ## 360 1 1 0.3573721989 TRUE 0.9 0.55 1.45 2.525495 1 white ## 361 1 1 0.3584742518 TRUE 0.9 0.55 1.45 2.526027 1 white ## 362 1 1 0.3595604470 TRUE 0.9 0.55 1.45 2.526559 1 white ## 363 1 1 0.3606466422 TRUE 0.9 0.55 1.45 2.527091 1 white ## 364 1 1 0.3617045674 TRUE 0.9 0.55 1.45 2.527623 1 white ## 365 1 1 0.3627605147 TRUE 0.9 0.55 1.45 2.528156 1 white ## 366 1 1 0.3638027639 TRUE 0.9 0.55 1.45 2.528688 1 white ## 367 1 1 0.3648266456 TRUE 0.9 0.55 1.45 2.529220 1 white ## 368 1 1 0.3658505273 TRUE 0.9 0.55 1.45 2.529752 1 white ## 369 1 1 0.3668432567 TRUE 0.9 0.55 1.45 2.530284 1 white ## 370 1 1 0.3678332686 TRUE 0.9 0.55 1.45 2.530816 1 white ## 371 1 1 0.3688085779 TRUE 0.9 0.55 1.45 2.531349 1 white ## 372 1 1 0.3697629337 TRUE 0.9 0.55 1.45 2.531881 1 white ## 373 1 1 0.3707172896 TRUE 0.9 0.55 1.45 2.532413 1 white ## 374 1 1 0.3716377825 TRUE 0.9 0.55 1.45 2.532945 1 white ## 375 1 1 0.3725547177 TRUE 0.9 0.55 1.45 2.533477 1 white ## 376 1 1 0.3734560868 TRUE 0.9 0.55 1.45 2.534009 1 white ## 377 1 1 0.3743338625 TRUE 0.9 0.55 1.45 2.534541 1 white ## 378 1 1 0.3752116382 TRUE 0.9 0.55 1.45 2.535074 1 white ## 379 1 1 0.3760530375 TRUE 0.9 0.55 1.45 2.535606 1 white ## 380 1 1 0.3768899447 TRUE 0.9 0.55 1.45 2.536138 1 white ## 381 1 1 0.3777105719 TRUE 0.9 0.55 1.45 2.536670 1 white ## 382 1 1 0.3785049354 TRUE 0.9 0.55 1.45 2.537202 1 white ## 383 1 1 0.3792992988 TRUE 0.9 0.55 1.45 2.537734 1 white ## 384 1 1 0.3800549931 TRUE 0.9 0.55 1.45 2.538266 1 white ## 385 1 1 0.3808051755 TRUE 0.9 0.55 1.45 2.538799 1 white ## 386 1 1 0.3815385202 TRUE 0.9 0.55 1.45 2.539331 1 white ## 387 1 1 0.3822429258 TRUE 0.9 0.55 1.45 2.539863 1 white ## 388 1 1 0.3829473315 TRUE 0.9 0.55 1.45 2.540395 1 white ## 389 1 1 0.3836110173 TRUE 0.9 0.55 1.45 2.540927 1 white ## 390 1 1 0.3842680963 TRUE 0.9 0.55 1.45 2.541459 1 white ## 391 1 1 0.3849079404 TRUE 0.9 0.55 1.45 2.541991 1 white ## 392 1 1 0.3855161924 TRUE 0.9 0.55 1.45 2.542524 1 white ## 393 1 1 0.3861244444 TRUE 0.9 0.55 1.45 2.543056 1 white ## 394 1 1 0.3866901867 TRUE 0.9 0.55 1.45 2.543588 1 white ## 395 1 1 0.3872481646 TRUE 0.9 0.55 1.45 2.544120 1 white ## 396 1 1 0.3877886728 TRUE 0.9 0.55 1.45 2.544652 1 white ## 397 1 1 0.3882949866 TRUE 0.9 0.55 1.45 2.545184 1 white ## 398 1 1 0.3888013003 TRUE 0.9 0.55 1.45 2.545716 1 white ## 399 1 1 0.3892635913 TRUE 0.9 0.55 1.45 2.546249 1 white ## 400 1 1 0.3897169114 TRUE 0.9 0.55 1.45 2.546781 1 white ## 401 1 1 0.3901526897 TRUE 0.9 0.55 1.45 2.547313 1 white ## 402 1 1 0.3905517508 TRUE 0.9 0.55 1.45 2.547845 1 white ## 403 1 1 0.3909508118 TRUE 0.9 0.55 1.45 2.548377 1 white ## 404 1 1 0.3913046269 TRUE 0.9 0.55 1.45 2.548909 1 white ## 405 1 1 0.3916482310 TRUE 0.9 0.55 1.45 2.549442 1 white ## 406 1 1 0.3919743815 TRUE 0.9 0.55 1.45 2.549974 1 white ## 407 1 1 0.3922614015 TRUE 0.9 0.55 1.45 2.550506 1 white ## 408 1 1 0.3925484214 TRUE 0.9 0.55 1.45 2.551038 1 white ## 409 1 1 0.3927892718 TRUE 0.9 0.55 1.45 2.551570 1 white ## 410 1 1 0.3930186542 TRUE 0.9 0.55 1.45 2.552102 1 white ## 411 1 1 0.3932308268 TRUE 0.9 0.55 1.45 2.552634 1 white ## 412 1 1 0.3934015950 TRUE 0.9 0.55 1.45 2.553167 1 white ## 413 1 1 0.3935723632 TRUE 0.9 0.55 1.45 2.553699 1 white ## 414 1 1 0.3936963443 TRUE 0.9 0.55 1.45 2.554231 1 white ## 415 1 1 0.3938076013 TRUE 0.9 0.55 1.45 2.554763 1 white ## 416 1 1 0.3939020411 TRUE 0.9 0.55 1.45 2.555295 1 white ## 417 1 1 0.3939529720 TRUE 0.9 0.55 1.45 2.555827 1 white ## 418 1 1 0.3940039028 TRUE 0.9 0.55 1.45 2.556359 1 white ## 419 1 1 0.3940077378 TRUE 0.9 0.55 1.45 2.556892 1 white ## 420 1 1 0.3939976123 TRUE 0.9 0.55 1.45 2.557424 1 white ## 421 1 1 0.3939712024 TRUE 0.9 0.55 1.45 2.557956 1 white ## 422 1 1 0.3938993769 TRUE 0.9 0.55 1.45 2.558488 1 white ## 423 1 1 0.3938275515 TRUE 0.9 0.55 1.45 2.559020 1 white ## 424 1 1 0.3937086303 TRUE 0.9 0.55 1.45 2.559552 1 white ## 425 1 1 0.3935745505 TRUE 0.9 0.55 1.45 2.560084 1 white ## 426 1 1 0.3934248486 TRUE 0.9 0.55 1.45 2.560617 1 white ## 427 1 1 0.3932280508 TRUE 0.9 0.55 1.45 2.561149 1 white ## 428 1 1 0.3930312530 TRUE 0.9 0.55 1.45 2.561681 1 white ## 429 1 1 0.3927876640 TRUE 0.9 0.55 1.45 2.562213 1 white ## 430 1 1 0.3925277769 TRUE 0.9 0.55 1.45 2.562745 1 white ## 431 1 1 0.3922530464 TRUE 0.9 0.55 1.45 2.563277 1 white ## 432 1 1 0.3919297924 TRUE 0.9 0.55 1.45 2.563810 1 white ## 433 1 1 0.3916065384 TRUE 0.9 0.55 1.45 2.564342 1 white ## 434 1 1 0.3912370953 TRUE 0.9 0.55 1.45 2.564874 1 white ## 435 1 1 0.3908502921 TRUE 0.9 0.55 1.45 2.565406 1 white ## 436 1 1 0.3904495270 TRUE 0.9 0.55 1.45 2.565938 1 white ## 437 1 1 0.3899990879 TRUE 0.9 0.55 1.45 2.566470 1 white ## 438 1 1 0.3895486489 TRUE 0.9 0.55 1.45 2.567002 1 white ## 439 1 1 0.3890529097 TRUE 0.9 0.55 1.45 2.567535 1 white ## 440 1 1 0.3885388452 TRUE 0.9 0.55 1.45 2.568067 1 white ## 441 1 1 0.3880117874 TRUE 0.9 0.55 1.45 2.568599 1 white ## 442 1 1 0.3874342048 TRUE 0.9 0.55 1.45 2.569131 1 white ## 443 1 1 0.3868566222 TRUE 0.9 0.55 1.45 2.569663 1 white ## 444 1 1 0.3862349016 TRUE 0.9 0.55 1.45 2.570195 1 white ## 445 1 1 0.3855940059 TRUE 0.9 0.55 1.45 2.570727 1 white ## 446 1 1 0.3849411559 TRUE 0.9 0.55 1.45 2.571260 1 white ## 447 1 1 0.3842372496 TRUE 0.9 0.55 1.45 2.571792 1 white ## 448 1 1 0.3835333432 TRUE 0.9 0.55 1.45 2.572324 1 white ## 449 1 1 0.3827867174 TRUE 0.9 0.55 1.45 2.572856 1 white ## 450 1 1 0.3820202000 TRUE 0.9 0.55 1.45 2.573388 1 white ## 451 1 1 0.3812428201 TRUE 0.9 0.55 1.45 2.573920 1 white ## 452 1 1 0.3804141880 TRUE 0.9 0.55 1.45 2.574452 1 white ## 453 1 1 0.3795855560 TRUE 0.9 0.55 1.45 2.574985 1 white ## 454 1 1 0.3787158605 TRUE 0.9 0.55 1.45 2.575517 1 white ## 455 1 1 0.3778257062 TRUE 0.9 0.55 1.45 2.576049 1 white ## 456 1 1 0.3769258162 TRUE 0.9 0.55 1.45 2.576581 1 white ## 457 1 1 0.3759748271 TRUE 0.9 0.55 1.45 2.577113 1 white ## 458 1 1 0.3750238381 TRUE 0.9 0.55 1.45 2.577645 1 white ## 459 1 1 0.3740336574 TRUE 0.9 0.55 1.45 2.578178 1 white ## 460 1 1 0.3730226150 TRUE 0.9 0.55 1.45 2.578710 1 white ## 461 1 1 0.3720029802 TRUE 0.9 0.55 1.45 2.579242 1 white ## 462 1 1 0.3709327582 TRUE 0.9 0.55 1.45 2.579774 1 white ## 463 1 1 0.3698625362 TRUE 0.9 0.55 1.45 2.580306 1 white ## 464 1 1 0.3687551863 TRUE 0.9 0.55 1.45 2.580838 1 white ## 465 1 1 0.3676267492 TRUE 0.9 0.55 1.45 2.581370 1 white ## 466 1 1 0.3664908611 TRUE 0.9 0.55 1.45 2.581903 1 white ## 467 1 1 0.3653052622 TRUE 0.9 0.55 1.45 2.582435 1 white ## 468 1 1 0.3641196634 TRUE 0.9 0.55 1.45 2.582967 1 white ## 469 1 1 0.3628991668 TRUE 0.9 0.55 1.45 2.583499 1 white ## 470 1 1 0.3616575462 TRUE 0.9 0.55 1.45 2.584031 1 white ## 471 1 1 0.3604095959 TRUE 0.9 0.55 1.45 2.584563 1 white ## 472 1 1 0.3591131777 TRUE 0.9 0.55 1.45 2.585095 1 white ## 473 1 1 0.3578167595 TRUE 0.9 0.55 1.45 2.585628 1 white ## 474 1 1 0.3564878137 TRUE 0.9 0.55 1.45 2.586160 1 white ## 475 1 1 0.3551379040 TRUE 0.9 0.55 1.45 2.586692 1 white ## 476 1 1 0.3537827488 TRUE 0.9 0.55 1.45 2.587224 1 white ## 477 1 1 0.3523807326 TRUE 0.9 0.55 1.45 2.587756 1 white ## 478 1 1 0.3509787164 TRUE 0.9 0.55 1.45 2.588288 1 white ## 479 1 1 0.3495466548 TRUE 0.9 0.55 1.45 2.588820 1 white ## 480 1 1 0.3480939930 TRUE 0.9 0.55 1.45 2.589353 1 white ## 481 1 1 0.3466371161 TRUE 0.9 0.55 1.45 2.589885 1 white ## 482 1 1 0.3451353425 TRUE 0.9 0.55 1.45 2.590417 1 white ## 483 1 1 0.3436335689 TRUE 0.9 0.55 1.45 2.590949 1 white ## 484 1 1 0.3421043162 TRUE 0.9 0.55 1.45 2.591481 1 white ## 485 1 1 0.3405550341 TRUE 0.9 0.55 1.45 2.592013 1 white ## 486 1 1 0.3390024981 TRUE 0.9 0.55 1.45 2.592546 1 white ## 487 1 1 0.3374073767 TRUE 0.9 0.55 1.45 2.593078 1 white ## 488 1 1 0.3358122553 TRUE 0.9 0.55 1.45 2.593610 1 white ## 489 1 1 0.3341922764 TRUE 0.9 0.55 1.45 2.594142 1 white ## 490 1 1 0.3325530473 TRUE 0.9 0.55 1.45 2.594674 1 white ## 491 1 1 0.3309114423 TRUE 0.9 0.55 1.45 2.595206 1 white ## 492 1 1 0.3292298955 TRUE 0.9 0.55 1.45 2.595738 1 white ## 493 1 1 0.3275483486 TRUE 0.9 0.55 1.45 2.596271 1 white ## 494 1 1 0.3258445933 TRUE 0.9 0.55 1.45 2.596803 1 white ## 495 1 1 0.3241225734 TRUE 0.9 0.55 1.45 2.597335 1 white ## 496 1 1 0.3223989602 TRUE 0.9 0.55 1.45 2.597867 1 white ## 497 1 1 0.3206383622 TRUE 0.9 0.55 1.45 2.598399 1 white ## 498 1 1 0.3188777642 TRUE 0.9 0.55 1.45 2.598931 1 white ## 499 1 1 0.3170976066 TRUE 0.9 0.55 1.45 2.599463 1 white ## 500 1 1 0.3153003719 TRUE 0.9 0.55 1.45 2.599996 1 white ## 501 1 1 0.3135022204 TRUE 0.9 0.55 1.45 2.600528 1 white ## 502 1 1 0.3116703325 TRUE 0.9 0.55 1.45 2.601060 1 white ## 503 1 1 0.3098384446 TRUE 0.9 0.55 1.45 2.601592 1 white ## 504 1 1 0.3079896194 TRUE 0.9 0.55 1.45 2.602124 1 white ## 505 1 1 0.3061250993 TRUE 0.9 0.55 1.45 2.602656 1 white ## 506 1 1 0.3042602240 TRUE 0.9 0.55 1.45 2.603188 1 white ## 507 1 1 0.3023651262 TRUE 0.9 0.55 1.45 2.603721 1 white ## 508 1 1 0.3004700284 TRUE 0.9 0.55 1.45 2.604253 1 white ## 509 1 1 0.2985605637 TRUE 0.9 0.55 1.45 2.604785 1 white ## 510 1 1 0.2966369712 TRUE 0.9 0.55 1.45 2.605317 1 white ## 511 1 1 0.2947133788 TRUE 0.9 0.55 1.45 2.605849 1 white ## 512 1 1 0.2927634843 TRUE 0.9 0.55 1.45 2.606381 1 white ## 513 1 2 0.1241421734 TRUE 0.9 1.55 2.45 2.033424 1 white ## 514 1 2 0.1251727725 TRUE 0.9 1.55 2.45 2.034055 1 white ## 515 1 2 0.1262065063 TRUE 0.9 1.55 2.45 2.034686 1 white ## 516 1 2 0.1272402402 TRUE 0.9 1.55 2.45 2.035318 1 white ## 517 1 2 0.1282775424 TRUE 0.9 1.55 2.45 2.035949 1 white ## 518 1 2 0.1293150699 TRUE 0.9 1.55 2.45 2.036580 1 white ## 519 1 2 0.1303559090 TRUE 0.9 1.55 2.45 2.037212 1 white ## 520 1 2 0.1313976168 TRUE 0.9 1.55 2.45 2.037843 1 white ## 521 1 2 0.1324422848 TRUE 0.9 1.55 2.45 2.038474 1 white ## 522 1 2 0.1334885911 TRUE 0.9 1.55 2.45 2.039106 1 white ## 523 1 2 0.1345373962 TRUE 0.9 1.55 2.45 2.039737 1 white ## 524 1 2 0.1355887475 TRUE 0.9 1.55 2.45 2.040368 1 white ## 525 1 2 0.1366420125 TRUE 0.9 1.55 2.45 2.041000 1 white ## 526 1 2 0.1376988807 TRUE 0.9 1.55 2.45 2.041631 1 white ## 527 1 2 0.1387569418 TRUE 0.9 1.55 2.45 2.042262 1 white ## 528 1 2 0.1398198205 TRUE 0.9 1.55 2.45 2.042893 1 white ## 529 1 2 0.1408830256 TRUE 0.9 1.55 2.45 2.043525 1 white ## 530 1 2 0.1419524266 TRUE 0.9 1.55 2.45 2.044156 1 white ## 531 1 2 0.1430218276 TRUE 0.9 1.55 2.45 2.044787 1 white ## 532 1 2 0.1440975828 TRUE 0.9 1.55 2.45 2.045419 1 white ## 533 1 2 0.1451740317 TRUE 0.9 1.55 2.45 2.046050 1 white ## 534 1 2 0.1462561921 TRUE 0.9 1.55 2.45 2.046681 1 white ## 535 1 2 0.1473402245 TRUE 0.9 1.55 2.45 2.047313 1 white ## 536 1 2 0.1484291699 TRUE 0.9 1.55 2.45 2.047944 1 white ## 537 1 2 0.1495213268 TRUE 0.9 1.55 2.45 2.048575 1 white ## 538 1 2 0.1506174383 TRUE 0.9 1.55 2.45 2.049207 1 white ## 539 1 2 0.1517182619 TRUE 0.9 1.55 2.45 2.049838 1 white ## 540 1 2 0.1528219194 TRUE 0.9 1.55 2.45 2.050469 1 white ## 541 1 2 0.1539319482 TRUE 0.9 1.55 2.45 2.051101 1 white ## 542 1 2 0.1550435293 TRUE 0.9 1.55 2.45 2.051732 1 white ## 543 1 2 0.1561632936 TRUE 0.9 1.55 2.45 2.052363 1 white ## 544 1 2 0.1572831707 TRUE 0.9 1.55 2.45 2.052995 1 white ## 545 1 2 0.1584131877 TRUE 0.9 1.55 2.45 2.053626 1 white ## 546 1 2 0.1595432046 TRUE 0.9 1.55 2.45 2.054257 1 white ## 547 1 2 0.1606824956 TRUE 0.9 1.55 2.45 2.054888 1 white ## 548 1 2 0.1618232642 TRUE 0.9 1.55 2.45 2.055520 1 white ## 549 1 2 0.1629720511 TRUE 0.9 1.55 2.45 2.056151 1 white ## 550 1 2 0.1641240476 TRUE 0.9 1.55 2.45 2.056782 1 white ## 551 1 2 0.1652826495 TRUE 0.9 1.55 2.45 2.057414 1 white ## 552 1 2 0.1664463223 TRUE 0.9 1.55 2.45 2.058045 1 white ## 553 1 2 0.1676150408 TRUE 0.9 1.55 2.45 2.058676 1 white ## 554 1 2 0.1687908056 TRUE 0.9 1.55 2.45 2.059308 1 white ## 555 1 2 0.1699699231 TRUE 0.9 1.55 2.45 2.059939 1 white ## 556 1 2 0.1711581584 TRUE 0.9 1.55 2.45 2.060570 1 white ## 557 1 2 0.1723479358 TRUE 0.9 1.55 2.45 2.061202 1 white ## 558 1 2 0.1735489776 TRUE 0.9 1.55 2.45 2.061833 1 white ## 559 1 2 0.1747500195 TRUE 0.9 1.55 2.45 2.062464 1 white ## 560 1 2 0.1759637908 TRUE 0.9 1.55 2.45 2.063096 1 white ## 561 1 2 0.1771779288 TRUE 0.9 1.55 2.45 2.063727 1 white ## 562 1 2 0.1784030488 TRUE 0.9 1.55 2.45 2.064358 1 white ## 563 1 2 0.1796305215 TRUE 0.9 1.55 2.45 2.064990 1 white ## 564 1 2 0.1808671204 TRUE 0.9 1.55 2.45 2.065621 1 white ## 565 1 2 0.1821081109 TRUE 0.9 1.55 2.45 2.066252 1 white ## 566 1 2 0.1833562863 TRUE 0.9 1.55 2.45 2.066883 1 white ## 567 1 2 0.1846109182 TRUE 0.9 1.55 2.45 2.067515 1 white ## 568 1 2 0.1858707332 TRUE 0.9 1.55 2.45 2.068146 1 white ## 569 1 2 0.1871390672 TRUE 0.9 1.55 2.45 2.068777 1 white ## 570 1 2 0.1884105491 TRUE 0.9 1.55 2.45 2.069409 1 white ## 571 1 2 0.1896925791 TRUE 0.9 1.55 2.45 2.070040 1 white ## 572 1 2 0.1909757179 TRUE 0.9 1.55 2.45 2.070671 1 white ## 573 1 2 0.1922713680 TRUE 0.9 1.55 2.45 2.071303 1 white ## 574 1 2 0.1935670180 TRUE 0.9 1.55 2.45 2.071934 1 white ## 575 1 2 0.1948752364 TRUE 0.9 1.55 2.45 2.072565 1 white ## 576 1 2 0.1961843577 TRUE 0.9 1.55 2.45 2.073197 1 white ## 577 1 2 0.1975038718 TRUE 0.9 1.55 2.45 2.073828 1 white ## 578 1 2 0.1988262401 TRUE 0.9 1.55 2.45 2.074459 1 white ## 579 1 2 0.2001568430 TRUE 0.9 1.55 2.45 2.075091 1 white ## 580 1 2 0.2014921565 TRUE 0.9 1.55 2.45 2.075722 1 white ## 581 1 2 0.2028335971 TRUE 0.9 1.55 2.45 2.076353 1 white ## 582 1 2 0.2041814744 TRUE 0.9 1.55 2.45 2.076985 1 white ## 583 1 2 0.2055334573 TRUE 0.9 1.55 2.45 2.077616 1 white ## 584 1 2 0.2068934362 TRUE 0.9 1.55 2.45 2.078247 1 white ## 585 1 2 0.2082556206 TRUE 0.9 1.55 2.45 2.078878 1 white ## 586 1 2 0.2096271570 TRUE 0.9 1.55 2.45 2.079510 1 white ## 587 1 2 0.2109991567 TRUE 0.9 1.55 2.45 2.080141 1 white ## 588 1 2 0.2123816237 TRUE 0.9 1.55 2.45 2.080772 1 white ## 589 1 2 0.2137640907 TRUE 0.9 1.55 2.45 2.081404 1 white ## 590 1 2 0.2151556950 TRUE 0.9 1.55 2.45 2.082035 1 white ## 591 1 2 0.2165483830 TRUE 0.9 1.55 2.45 2.082666 1 white ## 592 1 2 0.2179481007 TRUE 0.9 1.55 2.45 2.083298 1 white ## 593 1 2 0.2193502178 TRUE 0.9 1.55 2.45 2.083929 1 white ## 594 1 2 0.2207574431 TRUE 0.9 1.55 2.45 2.084560 1 white ## 595 1 2 0.2221681153 TRUE 0.9 1.55 2.45 2.085192 1 white ## 596 1 2 0.2235821977 TRUE 0.9 1.55 2.45 2.085823 1 white ## 597 1 2 0.2250004704 TRUE 0.9 1.55 2.45 2.086454 1 white ## 598 1 2 0.2264207149 TRUE 0.9 1.55 2.45 2.087086 1 white ## 599 1 2 0.2278455547 TRUE 0.9 1.55 2.45 2.087717 1 white ## 600 1 2 0.2292712228 TRUE 0.9 1.55 2.45 2.088348 1 white ## 601 1 2 0.2307015191 TRUE 0.9 1.55 2.45 2.088979 1 white ## 602 1 2 0.2321318298 TRUE 0.9 1.55 2.45 2.089611 1 white ## 603 1 2 0.2335663976 TRUE 0.9 1.55 2.45 2.090242 1 white ## 604 1 2 0.2350009654 TRUE 0.9 1.55 2.45 2.090873 1 white ## 605 1 2 0.2364381108 TRUE 0.9 1.55 2.45 2.091505 1 white ## 606 1 2 0.2378756935 TRUE 0.9 1.55 2.45 2.092136 1 white ## 607 1 2 0.2393144705 TRUE 0.9 1.55 2.45 2.092767 1 white ## 608 1 2 0.2407537436 TRUE 0.9 1.55 2.45 2.093399 1 white ## 609 1 2 0.2421931849 TRUE 0.9 1.55 2.45 2.094030 1 white ## 610 1 2 0.2436327593 TRUE 0.9 1.55 2.45 2.094661 1 white ## 611 1 2 0.2450718636 TRUE 0.9 1.55 2.45 2.095293 1 white ## 612 1 2 0.2465102903 TRUE 0.9 1.55 2.45 2.095924 1 white ## 613 1 2 0.2479480242 TRUE 0.9 1.55 2.45 2.096555 1 white ## 614 1 2 0.2493837986 TRUE 0.9 1.55 2.45 2.097187 1 white ## 615 1 2 0.2508190983 TRUE 0.9 1.55 2.45 2.097818 1 white ## 616 1 2 0.2522506651 TRUE 0.9 1.55 2.45 2.098449 1 white ## 617 1 2 0.2536822319 TRUE 0.9 1.55 2.45 2.099081 1 white ## 618 1 2 0.2551081975 TRUE 0.9 1.55 2.45 2.099712 1 white ## 619 1 2 0.2565339561 TRUE 0.9 1.55 2.45 2.100343 1 white ## 620 1 2 0.2579536374 TRUE 0.9 1.55 2.45 2.100974 1 white ## 621 1 2 0.2593719478 TRUE 0.9 1.55 2.45 2.101606 1 white ## 622 1 2 0.2607841689 TRUE 0.9 1.55 2.45 2.102237 1 white ## 623 1 2 0.2621933569 TRUE 0.9 1.55 2.45 2.102868 1 white ## 624 1 2 0.2635969264 TRUE 0.9 1.55 2.45 2.103500 1 white ## 625 1 2 0.2649952904 TRUE 0.9 1.55 2.45 2.104131 1 white ## 626 1 2 0.2663890041 TRUE 0.9 1.55 2.45 2.104762 1 white ## 627 1 2 0.2677748212 TRUE 0.9 1.55 2.45 2.105394 1 white ## 628 1 2 0.2691574643 TRUE 0.9 1.55 2.45 2.106025 1 white ## 629 1 2 0.2705289970 TRUE 0.9 1.55 2.45 2.106656 1 white ## 630 1 2 0.2718993471 TRUE 0.9 1.55 2.45 2.107288 1 white ## 631 1 2 0.2732548500 TRUE 0.9 1.55 2.45 2.107919 1 white ## 632 1 2 0.2746103529 TRUE 0.9 1.55 2.45 2.108550 1 white ## 633 1 2 0.2759494064 TRUE 0.9 1.55 2.45 2.109182 1 white ## 634 1 2 0.2772871329 TRUE 0.9 1.55 2.45 2.109813 1 white ## 635 1 2 0.2786096962 TRUE 0.9 1.55 2.45 2.110444 1 white ## 636 1 2 0.2799279057 TRUE 0.9 1.55 2.45 2.111076 1 white ## 637 1 2 0.2812327630 TRUE 0.9 1.55 2.45 2.111707 1 white ## 638 1 2 0.2825297275 TRUE 0.9 1.55 2.45 2.112338 1 white ## 639 1 2 0.2838156735 TRUE 0.9 1.55 2.45 2.112969 1 white ## 640 1 2 0.2850896853 TRUE 0.9 1.55 2.45 2.113601 1 white ## 641 1 2 0.2863555278 TRUE 0.9 1.55 2.45 2.114232 1 white ## 642 1 2 0.2876049057 TRUE 0.9 1.55 2.45 2.114863 1 white ## 643 1 2 0.2888494691 TRUE 0.9 1.55 2.45 2.115495 1 white ## 644 1 2 0.2900725657 TRUE 0.9 1.55 2.45 2.116126 1 white ## 645 1 2 0.2912946928 TRUE 0.9 1.55 2.45 2.116757 1 white ## 646 1 2 0.2924899013 TRUE 0.9 1.55 2.45 2.117389 1 white ## 647 1 2 0.2936851097 TRUE 0.9 1.55 2.45 2.118020 1 white ## 648 1 2 0.2948542175 TRUE 0.9 1.55 2.45 2.118651 1 white ## 649 1 2 0.2960199779 TRUE 0.9 1.55 2.45 2.119283 1 white ## 650 1 2 0.2971628971 TRUE 0.9 1.55 2.45 2.119914 1 white ## 651 1 2 0.2982977033 TRUE 0.9 1.55 2.45 2.120545 1 white ## 652 1 2 0.2994134100 TRUE 0.9 1.55 2.45 2.121177 1 white ## 653 1 2 0.3005158151 TRUE 0.9 1.55 2.45 2.121808 1 white ## 654 1 2 0.3016033211 TRUE 0.9 1.55 2.45 2.122439 1 white ## 655 1 2 0.3026719443 TRUE 0.9 1.55 2.45 2.123071 1 white ## 656 1 2 0.3037302992 TRUE 0.9 1.55 2.45 2.123702 1 white ## 657 1 2 0.3047638306 TRUE 0.9 1.55 2.45 2.124333 1 white ## 658 1 2 0.3057921245 TRUE 0.9 1.55 2.45 2.124964 1 white ## 659 1 2 0.3067893305 TRUE 0.9 1.55 2.45 2.125596 1 white ## 660 1 2 0.3077865365 TRUE 0.9 1.55 2.45 2.126227 1 white ## 661 1 2 0.3087464242 TRUE 0.9 1.55 2.45 2.126858 1 white ## 662 1 2 0.3097061527 TRUE 0.9 1.55 2.45 2.127490 1 white ## 663 1 2 0.3106332222 TRUE 0.9 1.55 2.45 2.128121 1 white ## 664 1 2 0.3115544067 TRUE 0.9 1.55 2.45 2.128752 1 white ## 665 1 2 0.3124479706 TRUE 0.9 1.55 2.45 2.129384 1 white ## 666 1 2 0.3133296344 TRUE 0.9 1.55 2.45 2.130015 1 white ## 667 1 2 0.3141890575 TRUE 0.9 1.55 2.45 2.130646 1 white ## 668 1 2 0.3150303171 TRUE 0.9 1.55 2.45 2.131278 1 white ## 669 1 2 0.3158550167 TRUE 0.9 1.55 2.45 2.131909 1 white ## 670 1 2 0.3166550851 TRUE 0.9 1.55 2.45 2.132540 1 white ## 671 1 2 0.3174445330 TRUE 0.9 1.55 2.45 2.133172 1 white ## 672 1 2 0.3182027217 TRUE 0.9 1.55 2.45 2.133803 1 white ## 673 1 2 0.3189564445 TRUE 0.9 1.55 2.45 2.134434 1 white ## 674 1 2 0.3196721662 TRUE 0.9 1.55 2.45 2.135066 1 white ## 675 1 2 0.3203878880 TRUE 0.9 1.55 2.45 2.135697 1 white ## 676 1 2 0.3210625159 TRUE 0.9 1.55 2.45 2.136328 1 white ## 677 1 2 0.3217352855 TRUE 0.9 1.55 2.45 2.136959 1 white ## 678 1 2 0.3223730281 TRUE 0.9 1.55 2.45 2.137591 1 white ## 679 1 2 0.3230024636 TRUE 0.9 1.55 2.45 2.138222 1 white ## 680 1 2 0.3236031205 TRUE 0.9 1.55 2.45 2.138853 1 white ## 681 1 2 0.3241889437 TRUE 0.9 1.55 2.45 2.139485 1 white ## 682 1 2 0.3247523721 TRUE 0.9 1.55 2.45 2.140116 1 white ## 683 1 2 0.3252944078 TRUE 0.9 1.55 2.45 2.140747 1 white ## 684 1 2 0.3258205218 TRUE 0.9 1.55 2.45 2.141379 1 white ## 685 1 2 0.3263186976 TRUE 0.9 1.55 2.45 2.142010 1 white ## 686 1 2 0.3268074681 TRUE 0.9 1.55 2.45 2.142641 1 white ## 687 1 2 0.3272618126 TRUE 0.9 1.55 2.45 2.143273 1 white ## 688 1 2 0.3277132662 TRUE 0.9 1.55 2.45 2.143904 1 white ## 689 1 2 0.3281239075 TRUE 0.9 1.55 2.45 2.144535 1 white ## 690 1 2 0.3285345488 TRUE 0.9 1.55 2.45 2.145167 1 white ## 691 1 2 0.3289052891 TRUE 0.9 1.55 2.45 2.145798 1 white ## 692 1 2 0.3292724521 TRUE 0.9 1.55 2.45 2.146429 1 white ## 693 1 2 0.3296064127 TRUE 0.9 1.55 2.45 2.147061 1 white ## 694 1 2 0.3299304159 TRUE 0.9 1.55 2.45 2.147692 1 white ## 695 1 2 0.3302278772 TRUE 0.9 1.55 2.45 2.148323 1 white ## 696 1 2 0.3305091298 TRUE 0.9 1.55 2.45 2.148954 1 white ## 697 1 2 0.3307704202 TRUE 0.9 1.55 2.45 2.149586 1 white ## 698 1 2 0.3310094179 TRUE 0.9 1.55 2.45 2.150217 1 white ## 699 1 2 0.3312349124 TRUE 0.9 1.55 2.45 2.150848 1 white ## 700 1 2 0.3314322329 TRUE 0.9 1.55 2.45 2.151480 1 white ## 701 1 2 0.3316223512 TRUE 0.9 1.55 2.45 2.152111 1 white ## 702 1 2 0.3317786494 TRUE 0.9 1.55 2.45 2.152742 1 white ## 703 1 2 0.3319338541 TRUE 0.9 1.55 2.45 2.153374 1 white ## 704 1 2 0.3320498568 TRUE 0.9 1.55 2.45 2.154005 1 white ## 705 1 2 0.3321658596 TRUE 0.9 1.55 2.45 2.154636 1 white ## 706 1 2 0.3322471517 TRUE 0.9 1.55 2.45 2.155268 1 white ## 707 1 2 0.3323236524 TRUE 0.9 1.55 2.45 2.155899 1 white ## 708 1 2 0.3323719294 TRUE 0.9 1.55 2.45 2.156530 1 white ## 709 1 2 0.3324097820 TRUE 0.9 1.55 2.45 2.157162 1 white ## 710 1 2 0.3324256760 TRUE 0.9 1.55 2.45 2.157793 1 white ## 711 1 2 0.3324257889 TRUE 0.9 1.55 2.45 2.158424 1 white ## 712 1 2 0.3324099594 TRUE 0.9 1.55 2.45 2.159055 1 white ## 713 1 2 0.3323732890 TRUE 0.9 1.55 2.45 2.159687 1 white ## 714 1 2 0.3323264203 TRUE 0.9 1.55 2.45 2.160318 1 white ## 715 1 2 0.3322539644 TRUE 0.9 1.55 2.45 2.160949 1 white ## 716 1 2 0.3321767629 TRUE 0.9 1.55 2.45 2.161581 1 white ## 717 1 2 0.3320695540 TRUE 0.9 1.55 2.45 2.162212 1 white ## 718 1 2 0.3319623452 TRUE 0.9 1.55 2.45 2.162843 1 white ## 719 1 2 0.3318218441 TRUE 0.9 1.55 2.45 2.163475 1 white ## 720 1 2 0.3316809428 TRUE 0.9 1.55 2.45 2.164106 1 white ## 721 1 2 0.3315126585 TRUE 0.9 1.55 2.45 2.164737 1 white ## 722 1 2 0.3313391463 TRUE 0.9 1.55 2.45 2.165369 1 white ## 723 1 2 0.3311438490 TRUE 0.9 1.55 2.45 2.166000 1 white ## 724 1 2 0.3309388218 TRUE 0.9 1.55 2.45 2.166631 1 white ## 725 1 2 0.3307172862 TRUE 0.9 1.55 2.45 2.167263 1 white ## 726 1 2 0.3304818471 TRUE 0.9 1.55 2.45 2.167894 1 white ## 727 1 2 0.3302348492 TRUE 0.9 1.55 2.45 2.168525 1 white ## 728 1 2 0.3299701024 TRUE 0.9 1.55 2.45 2.169157 1 white ## 729 1 2 0.3296984170 TRUE 0.9 1.55 2.45 2.169788 1 white ## 730 1 2 0.3294054608 TRUE 0.9 1.55 2.45 2.170419 1 white ## 731 1 2 0.3291098590 TRUE 0.9 1.55 2.45 2.171050 1 white ## 732 1 2 0.3287897794 TRUE 0.9 1.55 2.45 2.171682 1 white ## 733 1 2 0.3284696998 TRUE 0.9 1.55 2.45 2.172313 1 white ## 734 1 2 0.3281248910 TRUE 0.9 1.55 2.45 2.172944 1 white ## 735 1 2 0.3277787561 TRUE 0.9 1.55 2.45 2.173576 1 white ## 736 1 2 0.3274125952 TRUE 0.9 1.55 2.45 2.174207 1 white ## 737 1 2 0.3270414490 TRUE 0.9 1.55 2.45 2.174838 1 white ## 738 1 2 0.3266546509 TRUE 0.9 1.55 2.45 2.175470 1 white ## 739 1 2 0.3262595079 TRUE 0.9 1.55 2.45 2.176101 1 white ## 740 1 2 0.3258527686 TRUE 0.9 1.55 2.45 2.176732 1 white ## 741 1 2 0.3254346086 TRUE 0.9 1.55 2.45 2.177364 1 white ## 742 1 2 0.3250086031 TRUE 0.9 1.55 2.45 2.177995 1 white ## 743 1 2 0.3245683669 TRUE 0.9 1.55 2.45 2.178626 1 white ## 744 1 2 0.3241237476 TRUE 0.9 1.55 2.45 2.179258 1 white ## 745 1 2 0.3236623322 TRUE 0.9 1.55 2.45 2.179889 1 white ## 746 1 2 0.3231997270 TRUE 0.9 1.55 2.45 2.180520 1 white ## 747 1 2 0.3227179821 TRUE 0.9 1.55 2.45 2.181152 1 white ## 748 1 2 0.3222362372 TRUE 0.9 1.55 2.45 2.181783 1 white ## 749 1 2 0.3217367178 TRUE 0.9 1.55 2.45 2.182414 1 white ## 750 1 2 0.3212354424 TRUE 0.9 1.55 2.45 2.183045 1 white ## 751 1 2 0.3207198592 TRUE 0.9 1.55 2.45 2.183677 1 white ## 752 1 2 0.3201997988 TRUE 0.9 1.55 2.45 2.184308 1 white ## 753 1 2 0.3196686418 TRUE 0.9 1.55 2.45 2.184939 1 white ## 754 1 2 0.3191304862 TRUE 0.9 1.55 2.45 2.185571 1 white ## 755 1 2 0.3185842137 TRUE 0.9 1.55 2.45 2.186202 1 white ## 756 1 2 0.3180285950 TRUE 0.9 1.55 2.45 2.186833 1 white ## 757 1 2 0.3174676331 TRUE 0.9 1.55 2.45 2.187465 1 white ## 758 1 2 0.3168951250 TRUE 0.9 1.55 2.45 2.188096 1 white ## 759 1 2 0.3163198669 TRUE 0.9 1.55 2.45 2.188727 1 white ## 760 1 2 0.3157309837 TRUE 0.9 1.55 2.45 2.189359 1 white ## 761 1 2 0.3151417899 TRUE 0.9 1.55 2.45 2.189990 1 white ## 762 1 2 0.3145369866 TRUE 0.9 1.55 2.45 2.190621 1 white ## 763 1 2 0.3139321834 TRUE 0.9 1.55 2.45 2.191253 1 white ## 764 1 2 0.3133138577 TRUE 0.9 1.55 2.45 2.191884 1 white ## 765 1 2 0.3126935306 TRUE 0.9 1.55 2.45 2.192515 1 white ## 766 1 2 0.3120622299 TRUE 0.9 1.55 2.45 2.193147 1 white ## 767 1 2 0.3114267176 TRUE 0.9 1.55 2.45 2.193778 1 white ## 768 1 2 0.3107826479 TRUE 0.9 1.55 2.45 2.194409 1 white ## 769 1 2 0.3101322328 TRUE 0.9 1.55 2.45 2.195040 1 white ## 770 1 2 0.3094755697 TRUE 0.9 1.55 2.45 2.195672 1 white ## 771 1 2 0.3088104805 TRUE 0.9 1.55 2.45 2.196303 1 white ## 772 1 2 0.3081413706 TRUE 0.9 1.55 2.45 2.196934 1 white ## 773 1 2 0.3074617847 TRUE 0.9 1.55 2.45 2.197566 1 white ## 774 1 2 0.3067803465 TRUE 0.9 1.55 2.45 2.198197 1 white ## 775 1 2 0.3060863931 TRUE 0.9 1.55 2.45 2.198828 1 white ## 776 1 2 0.3053924397 TRUE 0.9 1.55 2.45 2.199460 1 white ## 777 1 2 0.3046844823 TRUE 0.9 1.55 2.45 2.200091 1 white ## 778 1 2 0.3039762463 TRUE 0.9 1.55 2.45 2.200722 1 white ## 779 1 2 0.3032561633 TRUE 0.9 1.55 2.45 2.201354 1 white ## 780 1 2 0.3025336891 TRUE 0.9 1.55 2.45 2.201985 1 white ## 781 1 2 0.3018014871 TRUE 0.9 1.55 2.45 2.202616 1 white ## 782 1 2 0.3010647833 TRUE 0.9 1.55 2.45 2.203248 1 white ## 783 1 2 0.3003204516 TRUE 0.9 1.55 2.45 2.203879 1 white ## 784 1 2 0.2995694955 TRUE 0.9 1.55 2.45 2.204510 1 white ## 785 1 2 0.2988130082 TRUE 0.9 1.55 2.45 2.205142 1 white ## 786 1 2 0.2980477510 TRUE 0.9 1.55 2.45 2.205773 1 white ## 787 1 2 0.2972790689 TRUE 0.9 1.55 2.45 2.206404 1 white ## 788 1 2 0.2964994416 TRUE 0.9 1.55 2.45 2.207035 1 white ## 789 1 2 0.2957185147 TRUE 0.9 1.55 2.45 2.207667 1 white ## 790 1 2 0.2949244330 TRUE 0.9 1.55 2.45 2.208298 1 white ## 791 1 2 0.2941303513 TRUE 0.9 1.55 2.45 2.208929 1 white ## 792 1 2 0.2933225733 TRUE 0.9 1.55 2.45 2.209561 1 white ## 793 1 2 0.2925139440 TRUE 0.9 1.55 2.45 2.210192 1 white ## 794 1 2 0.2916937013 TRUE 0.9 1.55 2.45 2.210823 1 white ## 795 1 2 0.2908704281 TRUE 0.9 1.55 2.45 2.211455 1 white ## 796 1 2 0.2900376549 TRUE 0.9 1.55 2.45 2.212086 1 white ## 797 1 2 0.2891996444 TRUE 0.9 1.55 2.45 2.212717 1 white ## 798 1 2 0.2883542796 TRUE 0.9 1.55 2.45 2.213349 1 white ## 799 1 2 0.2875014477 TRUE 0.9 1.55 2.45 2.213980 1 white ## 800 1 2 0.2866434375 TRUE 0.9 1.55 2.45 2.214611 1 white ## 801 1 2 0.2857757152 TRUE 0.9 1.55 2.45 2.215243 1 white ## 802 1 2 0.2849050155 TRUE 0.9 1.55 2.45 2.215874 1 white ## 803 1 2 0.2840223554 TRUE 0.9 1.55 2.45 2.216505 1 white ## 804 1 2 0.2831389341 TRUE 0.9 1.55 2.45 2.217136 1 white ## 805 1 2 0.2822413162 TRUE 0.9 1.55 2.45 2.217768 1 white ## 806 1 2 0.2813436983 TRUE 0.9 1.55 2.45 2.218399 1 white ## 807 1 2 0.2804325933 TRUE 0.9 1.55 2.45 2.219030 1 white ## 808 1 2 0.2795200306 TRUE 0.9 1.55 2.45 2.219662 1 white ## 809 1 2 0.2785962384 TRUE 0.9 1.55 2.45 2.220293 1 white ## 810 1 2 0.2776687831 TRUE 0.9 1.55 2.45 2.220924 1 white ## 811 1 2 0.2767323671 TRUE 0.9 1.55 2.45 2.221556 1 white ## 812 1 2 0.2757901155 TRUE 0.9 1.55 2.45 2.222187 1 white ## 813 1 2 0.2748411660 TRUE 0.9 1.55 2.45 2.222818 1 white ## 814 1 2 0.2738842639 TRUE 0.9 1.55 2.45 2.223450 1 white ## 815 1 2 0.2729229004 TRUE 0.9 1.55 2.45 2.224081 1 white ## 816 1 2 0.2719515479 TRUE 0.9 1.55 2.45 2.224712 1 white ## 817 1 2 0.2709779204 TRUE 0.9 1.55 2.45 2.225344 1 white ## 818 1 2 0.2699923763 TRUE 0.9 1.55 2.45 2.225975 1 white ## 819 1 2 0.2690066675 TRUE 0.9 1.55 2.45 2.226606 1 white ## 820 1 2 0.2680072534 TRUE 0.9 1.55 2.45 2.227238 1 white ## 821 1 2 0.2670078394 TRUE 0.9 1.55 2.45 2.227869 1 white ## 822 1 2 0.2659967842 TRUE 0.9 1.55 2.45 2.228500 1 white ## 823 1 2 0.2649838880 TRUE 0.9 1.55 2.45 2.229131 1 white ## 824 1 2 0.2639616790 TRUE 0.9 1.55 2.45 2.229763 1 white ## 825 1 2 0.2629357582 TRUE 0.9 1.55 2.45 2.230394 1 white ## 826 1 2 0.2619027578 TRUE 0.9 1.55 2.45 2.231025 1 white ## 827 1 2 0.2608643418 TRUE 0.9 1.55 2.45 2.231657 1 white ## 828 1 2 0.2598209534 TRUE 0.9 1.55 2.45 2.232288 1 white ## 829 1 2 0.2587706461 TRUE 0.9 1.55 2.45 2.232919 1 white ## 830 1 2 0.2577173147 TRUE 0.9 1.55 2.45 2.233551 1 white ## 831 1 2 0.2566557957 TRUE 0.9 1.55 2.45 2.234182 1 white ## 832 1 2 0.2555930085 TRUE 0.9 1.55 2.45 2.234813 1 white ## 833 1 2 0.2545210342 TRUE 0.9 1.55 2.45 2.235445 1 white ## 834 1 2 0.2534490599 TRUE 0.9 1.55 2.45 2.236076 1 white ## 835 1 2 0.2523677249 TRUE 0.9 1.55 2.45 2.236707 1 white ## 836 1 2 0.2512861289 TRUE 0.9 1.55 2.45 2.237339 1 white ## 837 1 2 0.2501973512 TRUE 0.9 1.55 2.45 2.237970 1 white ## 838 1 2 0.2491070442 TRUE 0.9 1.55 2.45 2.238601 1 white ## 839 1 2 0.2480115158 TRUE 0.9 1.55 2.45 2.239233 1 white ## 840 1 2 0.2469134848 TRUE 0.9 1.55 2.45 2.239864 1 white ## 841 1 2 0.2458119392 TRUE 0.9 1.55 2.45 2.240495 1 white ## 842 1 2 0.2447072462 TRUE 0.9 1.55 2.45 2.241126 1 white ## 843 1 2 0.2436004577 TRUE 0.9 1.55 2.45 2.241758 1 white ## 844 1 2 0.2424902377 TRUE 0.9 1.55 2.45 2.242389 1 white ## 845 1 2 0.2413790206 TRUE 0.9 1.55 2.45 2.243020 1 white ## 846 1 2 0.2402644789 TRUE 0.9 1.55 2.45 2.243652 1 white ## 847 1 2 0.2391496863 TRUE 0.9 1.55 2.45 2.244283 1 white ## 848 1 2 0.2380320956 TRUE 0.9 1.55 2.45 2.244914 1 white ## 849 1 2 0.2369145049 TRUE 0.9 1.55 2.45 2.245546 1 white ## 850 1 2 0.2357953149 TRUE 0.9 1.55 2.45 2.246177 1 white ## 851 1 2 0.2346760117 TRUE 0.9 1.55 2.45 2.246808 1 white ## 852 1 2 0.2335564594 TRUE 0.9 1.55 2.45 2.247440 1 white ## 853 1 2 0.2324368392 TRUE 0.9 1.55 2.45 2.248071 1 white ## 854 1 2 0.2313179410 TRUE 0.9 1.55 2.45 2.248702 1 white ## 855 1 2 0.2301994541 TRUE 0.9 1.55 2.45 2.249334 1 white ## 856 1 2 0.2290822536 TRUE 0.9 1.55 2.45 2.249965 1 white ## 857 1 2 0.2279663998 TRUE 0.9 1.55 2.45 2.250596 1 white ## 858 1 2 0.2268519663 TRUE 0.9 1.55 2.45 2.251228 1 white ## 859 1 2 0.2257402886 TRUE 0.9 1.55 2.45 2.251859 1 white ## 860 1 2 0.2246297144 TRUE 0.9 1.55 2.45 2.252490 1 white ## 861 1 2 0.2235237933 TRUE 0.9 1.55 2.45 2.253121 1 white ## 862 1 2 0.2224181910 TRUE 0.9 1.55 2.45 2.253753 1 white ## 863 1 2 0.2213196378 TRUE 0.9 1.55 2.45 2.254384 1 white ## 864 1 2 0.2202210846 TRUE 0.9 1.55 2.45 2.255015 1 white ## 865 1 2 0.2191305873 TRUE 0.9 1.55 2.45 2.255647 1 white ## 866 1 2 0.2180410369 TRUE 0.9 1.55 2.45 2.256278 1 white ## 867 1 2 0.2169594387 TRUE 0.9 1.55 2.45 2.256909 1 white ## 868 1 2 0.2158805423 TRUE 0.9 1.55 2.45 2.257541 1 white ## 869 1 2 0.2148090095 TRUE 0.9 1.55 2.45 2.258172 1 white ## 870 1 2 0.2137424272 TRUE 0.9 1.55 2.45 2.258803 1 white ## 871 1 2 0.2126821274 TRUE 0.9 1.55 2.45 2.259435 1 white ## 872 1 2 0.2116295202 TRUE 0.9 1.55 2.45 2.260066 1 white ## 873 1 2 0.2105816190 TRUE 0.9 1.55 2.45 2.260697 1 white ## 874 1 2 0.2095446405 TRUE 0.9 1.55 2.45 2.261329 1 white ## 875 1 2 0.2085102984 TRUE 0.9 1.55 2.45 2.261960 1 white ## 876 1 2 0.2074905869 TRUE 0.9 1.55 2.45 2.262591 1 white ## 877 1 2 0.2064709556 TRUE 0.9 1.55 2.45 2.263223 1 white ## 878 1 2 0.2054701254 TRUE 0.9 1.55 2.45 2.263854 1 white ## 879 1 2 0.2044692951 TRUE 0.9 1.55 2.45 2.264485 1 white ## 880 1 2 0.2034859779 TRUE 0.9 1.55 2.45 2.265116 1 white ## 881 1 2 0.2025056111 TRUE 0.9 1.55 2.45 2.265748 1 white ## 882 1 2 0.2015408103 TRUE 0.9 1.55 2.45 2.266379 1 white ## 883 1 2 0.2005824484 TRUE 0.9 1.55 2.45 2.267010 1 white ## 884 1 2 0.1996372205 TRUE 0.9 1.55 2.45 2.267642 1 white ## 885 1 2 0.1987023558 TRUE 0.9 1.55 2.45 2.268273 1 white ## 886 1 2 0.1977777264 TRUE 0.9 1.55 2.45 2.268904 1 white ## 887 1 2 0.1968677940 TRUE 0.9 1.55 2.45 2.269536 1 white ## 888 1 2 0.1959647551 TRUE 0.9 1.55 2.45 2.270167 1 white ## 889 1 2 0.1950811244 TRUE 0.9 1.55 2.45 2.270798 1 white ## 890 1 2 0.1942006306 TRUE 0.9 1.55 2.45 2.271430 1 white ## 891 1 2 0.1933445976 TRUE 0.9 1.55 2.45 2.272061 1 white ## 892 1 2 0.1924885646 TRUE 0.9 1.55 2.45 2.272692 1 white ## 893 1 2 0.1916603426 TRUE 0.9 1.55 2.45 2.273324 1 white ## 894 1 2 0.1908331222 TRUE 0.9 1.55 2.45 2.273955 1 white ## 895 1 2 0.1900303559 TRUE 0.9 1.55 2.45 2.274586 1 white ## 896 1 2 0.1892330742 TRUE 0.9 1.55 2.45 2.275218 1 white ## 897 1 2 0.1884564916 TRUE 0.9 1.55 2.45 2.275849 1 white ## 898 1 2 0.1876901791 TRUE 0.9 1.55 2.45 2.276480 1 white ## 899 1 2 0.1869404514 TRUE 0.9 1.55 2.45 2.277111 1 white ## 900 1 2 0.1862060362 TRUE 0.9 1.55 2.45 2.277743 1 white ## 901 1 2 0.1854837757 TRUE 0.9 1.55 2.45 2.278374 1 white ## 902 1 2 0.1847820771 TRUE 0.9 1.55 2.45 2.279005 1 white ## 903 1 2 0.1840878342 TRUE 0.9 1.55 2.45 2.279637 1 white ## 904 1 2 0.1834195570 TRUE 0.9 1.55 2.45 2.280268 1 white ## 905 1 2 0.1827538184 TRUE 0.9 1.55 2.45 2.280899 1 white ## 906 1 2 0.1821195475 TRUE 0.9 1.55 2.45 2.281531 1 white ## 907 1 2 0.1814852765 TRUE 0.9 1.55 2.45 2.282162 1 white ## 908 1 2 0.1808829293 TRUE 0.9 1.55 2.45 2.282793 1 white ## 909 1 2 0.1802831250 TRUE 0.9 1.55 2.45 2.283425 1 white ## 910 1 2 0.1797103863 TRUE 0.9 1.55 2.45 2.284056 1 white ## 911 1 2 0.1791453800 TRUE 0.9 1.55 2.45 2.284687 1 white ## 912 1 2 0.1786023995 TRUE 0.9 1.55 2.45 2.285319 1 white ## 913 1 2 0.1780723903 TRUE 0.9 1.55 2.45 2.285950 1 white ## 914 1 2 0.1775592428 TRUE 0.9 1.55 2.45 2.286581 1 white ## 915 1 2 0.1770642943 TRUE 0.9 1.55 2.45 2.287212 1 white ## 916 1 2 0.1765809787 TRUE 0.9 1.55 2.45 2.287844 1 white ## 917 1 2 0.1761210167 TRUE 0.9 1.55 2.45 2.288475 1 white ## 918 1 2 0.1756674553 TRUE 0.9 1.55 2.45 2.289106 1 white ## 919 1 2 0.1752422662 TRUE 0.9 1.55 2.45 2.289738 1 white ## 920 1 2 0.1748183037 TRUE 0.9 1.55 2.45 2.290369 1 white ## 921 1 2 0.1744275336 TRUE 0.9 1.55 2.45 2.291000 1 white ## 922 1 2 0.1740367636 TRUE 0.9 1.55 2.45 2.291632 1 white ## 923 1 2 0.1736760915 TRUE 0.9 1.55 2.45 2.292263 1 white ## 924 1 2 0.1733192458 TRUE 0.9 1.55 2.45 2.292894 1 white ## 925 1 2 0.1729869936 TRUE 0.9 1.55 2.45 2.293526 1 white ## 926 1 2 0.1726634375 TRUE 0.9 1.55 2.45 2.294157 1 white ## 927 1 2 0.1723590769 TRUE 0.9 1.55 2.45 2.294788 1 white ## 928 1 2 0.1720680365 TRUE 0.9 1.55 2.45 2.295420 1 white ## 929 1 2 0.1717909625 TRUE 0.9 1.55 2.45 2.296051 1 white ## 930 1 2 0.1715315265 TRUE 0.9 1.55 2.45 2.296682 1 white ## 931 1 2 0.1712810590 TRUE 0.9 1.55 2.45 2.297314 1 white ## 932 1 2 0.1710521815 TRUE 0.9 1.55 2.45 2.297945 1 white ## 933 1 2 0.1708275659 TRUE 0.9 1.55 2.45 2.298576 1 white ## 934 1 2 0.1706280697 TRUE 0.9 1.55 2.45 2.299207 1 white ## 935 1 2 0.1704285734 TRUE 0.9 1.55 2.45 2.299839 1 white ## 936 1 2 0.1702570585 TRUE 0.9 1.55 2.45 2.300470 1 white ## 937 1 2 0.1700856384 TRUE 0.9 1.55 2.45 2.301101 1 white ## 938 1 2 0.1699368211 TRUE 0.9 1.55 2.45 2.301733 1 white ## 939 1 2 0.1697920491 TRUE 0.9 1.55 2.45 2.302364 1 white ## 940 1 2 0.1696648429 TRUE 0.9 1.55 2.45 2.302995 1 white ## 941 1 2 0.1695451734 TRUE 0.9 1.55 2.45 2.303627 1 white ## 942 1 2 0.1694384296 TRUE 0.9 1.55 2.45 2.304258 1 white ## 943 1 2 0.1693422046 TRUE 0.9 1.55 2.45 2.304889 1 white ## 944 1 2 0.1692547151 TRUE 0.9 1.55 2.45 2.305521 1 white ## 945 1 2 0.1691801714 TRUE 0.9 1.55 2.45 2.306152 1 white ## 946 1 2 0.1691106712 TRUE 0.9 1.55 2.45 2.306783 1 white ## 947 1 2 0.1690559468 TRUE 0.9 1.55 2.45 2.307415 1 white ## 948 1 2 0.1690031170 TRUE 0.9 1.55 2.45 2.308046 1 white ## 949 1 2 0.1689662589 TRUE 0.9 1.55 2.45 2.308677 1 white ## 950 1 2 0.1689294009 TRUE 0.9 1.55 2.45 2.309309 1 white ## 951 1 2 0.1689077019 TRUE 0.9 1.55 2.45 2.309940 1 white ## 952 1 2 0.1688866740 TRUE 0.9 1.55 2.45 2.310571 1 white ## 953 1 2 0.1688767473 TRUE 0.9 1.55 2.45 2.311202 1 white ## 954 1 2 0.1688694387 TRUE 0.9 1.55 2.45 2.311834 1 white ## 955 1 2 0.1688697566 TRUE 0.9 1.55 2.45 2.312465 1 white ## 956 1 2 0.1688739903 TRUE 0.9 1.55 2.45 2.313096 1 white ## 957 1 2 0.1688829932 TRUE 0.9 1.55 2.45 2.313728 1 white ## 958 1 2 0.1688965359 TRUE 0.9 1.55 2.45 2.314359 1 white ## 959 1 2 0.1689126360 TRUE 0.9 1.55 2.45 2.314990 1 white ## 960 1 2 0.1689332067 TRUE 0.9 1.55 2.45 2.315622 1 white ## 961 1 2 0.1689547922 TRUE 0.9 1.55 2.45 2.316253 1 white ## 962 1 2 0.1689800728 TRUE 0.9 1.55 2.45 2.316884 1 white ## 963 1 2 0.1690055117 TRUE 0.9 1.55 2.45 2.317516 1 white ## 964 1 2 0.1690331560 TRUE 0.9 1.55 2.45 2.318147 1 white ## 965 1 2 0.1690608003 TRUE 0.9 1.55 2.45 2.318778 1 white ## 966 1 2 0.1690884448 TRUE 0.9 1.55 2.45 2.319410 1 white ## 967 1 2 0.1691160894 TRUE 0.9 1.55 2.45 2.320041 1 white ## 968 1 2 0.1691419081 TRUE 0.9 1.55 2.45 2.320672 1 white ## 969 1 2 0.1691671819 TRUE 0.9 1.55 2.45 2.321304 1 white ## 970 1 2 0.1691895095 TRUE 0.9 1.55 2.45 2.321935 1 white ## 971 1 2 0.1692100446 TRUE 0.9 1.55 2.45 2.322566 1 white ## 972 1 2 0.1692272222 TRUE 0.9 1.55 2.45 2.323197 1 white ## 973 1 2 0.1692406634 TRUE 0.9 1.55 2.45 2.323829 1 white ## 974 1 2 0.1692510426 TRUE 0.9 1.55 2.45 2.324460 1 white ## 975 1 2 0.1692550582 TRUE 0.9 1.55 2.45 2.325091 1 white ## 976 1 2 0.1692570051 TRUE 0.9 1.55 2.45 2.325723 1 white ## 977 1 2 0.1692492963 TRUE 0.9 1.55 2.45 2.326354 1 white ## 978 1 2 0.1692411960 TRUE 0.9 1.55 2.45 2.326985 1 white ## 979 1 2 0.1692195072 TRUE 0.9 1.55 2.45 2.327617 1 white ## 980 1 2 0.1691978184 TRUE 0.9 1.55 2.45 2.328248 1 white ## 981 1 2 0.1691618954 TRUE 0.9 1.55 2.45 2.328879 1 white ## 982 1 2 0.1691240237 TRUE 0.9 1.55 2.45 2.329511 1 white ## 983 1 2 0.1690727545 TRUE 0.9 1.55 2.45 2.330142 1 white ## 984 1 2 0.1690165588 TRUE 0.9 1.55 2.45 2.330773 1 white ## 985 1 2 0.1689484793 TRUE 0.9 1.55 2.45 2.331405 1 white ## 986 1 2 0.1688718899 TRUE 0.9 1.55 2.45 2.332036 1 white ## 987 1 2 0.1687855794 TRUE 0.9 1.55 2.45 2.332667 1 white ## 988 1 2 0.1686866060 TRUE 0.9 1.55 2.45 2.333299 1 white ## 989 1 2 0.1685806903 TRUE 0.9 1.55 2.45 2.333930 1 white ## 990 1 2 0.1684574308 TRUE 0.9 1.55 2.45 2.334561 1 white ## 991 1 2 0.1683305855 TRUE 0.9 1.55 2.45 2.335192 1 white ## 992 1 2 0.1681812335 TRUE 0.9 1.55 2.45 2.335824 1 white ## 993 1 2 0.1680318815 TRUE 0.9 1.55 2.45 2.336455 1 white ## 994 1 2 0.1678550395 TRUE 0.9 1.55 2.45 2.337086 1 white ## 995 1 2 0.1676778917 TRUE 0.9 1.55 2.45 2.337718 1 white ## 996 1 2 0.1674760403 TRUE 0.9 1.55 2.45 2.338349 1 white ## 997 1 2 0.1672695033 TRUE 0.9 1.55 2.45 2.338980 1 white ## 998 1 2 0.1670416025 TRUE 0.9 1.55 2.45 2.339612 1 white ## 999 1 2 0.1668041989 TRUE 0.9 1.55 2.45 2.340243 1 white ## 1000 1 2 0.1665492762 TRUE 0.9 1.55 2.45 2.340874 1 white ## 1001 1 2 0.1662796506 TRUE 0.9 1.55 2.45 2.341506 1 white ## 1002 1 2 0.1659968029 TRUE 0.9 1.55 2.45 2.342137 1 white ## 1003 1 2 0.1656937266 TRUE 0.9 1.55 2.45 2.342768 1 white ## 1004 1 2 0.1653821223 TRUE 0.9 1.55 2.45 2.343400 1 white ## 1005 1 2 0.1650444977 TRUE 0.9 1.55 2.45 2.344031 1 white ## 1006 1 2 0.1647033785 TRUE 0.9 1.55 2.45 2.344662 1 white ## 1007 1 2 0.1643302431 TRUE 0.9 1.55 2.45 2.345293 1 white ## 1008 1 2 0.1639571077 TRUE 0.9 1.55 2.45 2.345925 1 white ## 1009 1 2 0.1635494545 TRUE 0.9 1.55 2.45 2.346556 1 white ## 1010 1 2 0.1631399837 TRUE 0.9 1.55 2.45 2.347187 1 white ## 1011 1 2 0.1627008401 TRUE 0.9 1.55 2.45 2.347819 1 white ## 1012 1 2 0.1622543499 TRUE 0.9 1.55 2.45 2.348450 1 white ## 1013 1 2 0.1617833277 TRUE 0.9 1.55 2.45 2.349081 1 white ## 1014 1 2 0.1612992763 TRUE 0.9 1.55 2.45 2.349713 1 white ## 1015 1 2 0.1607960669 TRUE 0.9 1.55 2.45 2.350344 1 white ## 1016 1 2 0.1602740555 TRUE 0.9 1.55 2.45 2.350975 1 white ## 1017 1 2 0.1597384298 TRUE 0.9 1.55 2.45 2.351607 1 white ## 1018 1 2 0.1591782036 TRUE 0.9 1.55 2.45 2.352238 1 white ## 1019 1 2 0.1586100120 TRUE 0.9 1.55 2.45 2.352869 1 white ## 1020 1 2 0.1580114592 TRUE 0.9 1.55 2.45 2.353501 1 white ## 1021 1 2 0.1574106318 TRUE 0.9 1.55 2.45 2.354132 1 white ## 1022 1 2 0.1567737832 TRUE 0.9 1.55 2.45 2.354763 1 white ## 1023 1 2 0.1561369346 TRUE 0.9 1.55 2.45 2.355395 1 white ## 1024 1 2 0.1554653561 TRUE 0.9 1.55 2.45 2.356026 1 white ## 1025 1 3 0.1294091551 TRUE 0.9 2.55 3.45 2.149219 1 white ## 1026 1 3 0.1301663178 TRUE 0.9 2.55 3.45 2.149886 1 white ## 1027 1 3 0.1309131790 TRUE 0.9 2.55 3.45 2.150553 1 white ## 1028 1 3 0.1316583103 TRUE 0.9 2.55 3.45 2.151220 1 white ## 1029 1 3 0.1323976502 TRUE 0.9 2.55 3.45 2.151886 1 white ## 1030 1 3 0.1331304043 TRUE 0.9 2.55 3.45 2.152553 1 white ## 1031 1 3 0.1338621486 TRUE 0.9 2.55 3.45 2.153220 1 white ## 1032 1 3 0.1345822143 TRUE 0.9 2.55 3.45 2.153887 1 white ## 1033 1 3 0.1353022800 TRUE 0.9 2.55 3.45 2.154554 1 white ## 1034 1 3 0.1360133840 TRUE 0.9 2.55 3.45 2.155220 1 white ## 1035 1 3 0.1367204853 TRUE 0.9 2.55 3.45 2.155887 1 white ## 1036 1 3 0.1374235864 TRUE 0.9 2.55 3.45 2.156554 1 white ## 1037 1 3 0.1381174830 TRUE 0.9 2.55 3.45 2.157221 1 white ## 1038 1 3 0.1388113795 TRUE 0.9 2.55 3.45 2.157888 1 white ## 1039 1 3 0.1394930118 TRUE 0.9 2.55 3.45 2.158554 1 white ## 1040 1 3 0.1401734991 TRUE 0.9 2.55 3.45 2.159221 1 white ## 1041 1 3 0.1408468406 TRUE 0.9 2.55 3.45 2.159888 1 white ## 1042 1 3 0.1415137502 TRUE 0.9 2.55 3.45 2.160555 1 white ## 1043 1 3 0.1421787682 TRUE 0.9 2.55 3.45 2.161222 1 white ## 1044 1 3 0.1428319677 TRUE 0.9 2.55 3.45 2.161888 1 white ## 1045 1 3 0.1434851673 TRUE 0.9 2.55 3.45 2.162555 1 white ## 1046 1 3 0.1441280167 TRUE 0.9 2.55 3.45 2.163222 1 white ## 1047 1 3 0.1447674097 TRUE 0.9 2.55 3.45 2.163889 1 white ## 1048 1 3 0.1454017921 TRUE 0.9 2.55 3.45 2.164556 1 white ## 1049 1 3 0.1460273178 TRUE 0.9 2.55 3.45 2.165223 1 white ## 1050 1 3 0.1466528436 TRUE 0.9 2.55 3.45 2.165889 1 white ## 1051 1 3 0.1472648517 TRUE 0.9 2.55 3.45 2.166556 1 white ## 1052 1 3 0.1478764849 TRUE 0.9 2.55 3.45 2.167223 1 white ## 1053 1 3 0.1484800009 TRUE 0.9 2.55 3.45 2.167890 1 white ## 1054 1 3 0.1490777511 TRUE 0.9 2.55 3.45 2.168557 1 white ## 1055 1 3 0.1496727838 TRUE 0.9 2.55 3.45 2.169223 1 white ## 1056 1 3 0.1502566949 TRUE 0.9 2.55 3.45 2.169890 1 white ## 1057 1 3 0.1508406060 TRUE 0.9 2.55 3.45 2.170557 1 white ## 1058 1 3 0.1514133972 TRUE 0.9 2.55 3.45 2.171224 1 white ## 1059 1 3 0.1519835467 TRUE 0.9 2.55 3.45 2.171891 1 white ## 1060 1 3 0.1525479665 TRUE 0.9 2.55 3.45 2.172557 1 white ## 1061 1 3 0.1531044649 TRUE 0.9 2.55 3.45 2.173224 1 white ## 1062 1 3 0.1536605390 TRUE 0.9 2.55 3.45 2.173891 1 white ## 1063 1 3 0.1542035284 TRUE 0.9 2.55 3.45 2.174558 1 white ## 1064 1 3 0.1547465178 TRUE 0.9 2.55 3.45 2.175225 1 white ## 1065 1 3 0.1552809312 TRUE 0.9 2.55 3.45 2.175891 1 white ## 1066 1 3 0.1558105849 TRUE 0.9 2.55 3.45 2.176558 1 white ## 1067 1 3 0.1563368929 TRUE 0.9 2.55 3.45 2.177225 1 white ## 1068 1 3 0.1568534139 TRUE 0.9 2.55 3.45 2.177892 1 white ## 1069 1 3 0.1573699349 TRUE 0.9 2.55 3.45 2.178559 1 white ## 1070 1 3 0.1578752782 TRUE 0.9 2.55 3.45 2.179226 1 white ## 1071 1 3 0.1583788984 TRUE 0.9 2.55 3.45 2.179892 1 white ## 1072 1 3 0.1588764744 TRUE 0.9 2.55 3.45 2.180559 1 white ## 1073 1 3 0.1593674530 TRUE 0.9 2.55 3.45 2.181226 1 white ## 1074 1 3 0.1598573221 TRUE 0.9 2.55 3.45 2.181893 1 white ## 1075 1 3 0.1603359447 TRUE 0.9 2.55 3.45 2.182560 1 white ## 1076 1 3 0.1608145672 TRUE 0.9 2.55 3.45 2.183226 1 white ## 1077 1 3 0.1612847400 TRUE 0.9 2.55 3.45 2.183893 1 white ## 1078 1 3 0.1617513169 TRUE 0.9 2.55 3.45 2.184560 1 white ## 1079 1 3 0.1622142261 TRUE 0.9 2.55 3.45 2.185227 1 white ## 1080 1 3 0.1626690911 TRUE 0.9 2.55 3.45 2.185894 1 white ## 1081 1 3 0.1631239560 TRUE 0.9 2.55 3.45 2.186560 1 white ## 1082 1 3 0.1635683185 TRUE 0.9 2.55 3.45 2.187227 1 white ## 1083 1 3 0.1640118275 TRUE 0.9 2.55 3.45 2.187894 1 white ## 1084 1 3 0.1644494457 TRUE 0.9 2.55 3.45 2.188561 1 white ## 1085 1 3 0.1648819750 TRUE 0.9 2.55 3.45 2.189228 1 white ## 1086 1 3 0.1653129359 TRUE 0.9 2.55 3.45 2.189894 1 white ## 1087 1 3 0.1657348812 TRUE 0.9 2.55 3.45 2.190561 1 white ## 1088 1 3 0.1661568265 TRUE 0.9 2.55 3.45 2.191228 1 white ## 1089 1 3 0.1665710432 TRUE 0.9 2.55 3.45 2.191895 1 white ## 1090 1 3 0.1669828175 TRUE 0.9 2.55 3.45 2.192562 1 white ## 1091 1 3 0.1673909724 TRUE 0.9 2.55 3.45 2.193229 1 white ## 1092 1 3 0.1677930049 TRUE 0.9 2.55 3.45 2.193895 1 white ## 1093 1 3 0.1681950375 TRUE 0.9 2.55 3.45 2.194562 1 white ## 1094 1 3 0.1685879280 TRUE 0.9 2.55 3.45 2.195229 1 white ## 1095 1 3 0.1689806626 TRUE 0.9 2.55 3.45 2.195896 1 white ## 1096 1 3 0.1693681374 TRUE 0.9 2.55 3.45 2.196563 1 white ## 1097 1 3 0.1697520306 TRUE 0.9 2.55 3.45 2.197229 1 white ## 1098 1 3 0.1701341942 TRUE 0.9 2.55 3.45 2.197896 1 white ## 1099 1 3 0.1705097144 TRUE 0.9 2.55 3.45 2.198563 1 white ## 1100 1 3 0.1708852347 TRUE 0.9 2.55 3.45 2.199230 1 white ## 1101 1 3 0.1712542950 TRUE 0.9 2.55 3.45 2.199897 1 white ## 1102 1 3 0.1716219205 TRUE 0.9 2.55 3.45 2.200563 1 white ## 1103 1 3 0.1719863611 TRUE 0.9 2.55 3.45 2.201230 1 white ## 1104 1 3 0.1723465788 TRUE 0.9 2.55 3.45 2.201897 1 white ## 1105 1 3 0.1727065087 TRUE 0.9 2.55 3.45 2.202564 1 white ## 1106 1 3 0.1730598126 TRUE 0.9 2.55 3.45 2.203231 1 white ## 1107 1 3 0.1734131164 TRUE 0.9 2.55 3.45 2.203897 1 white ## 1108 1 3 0.1737622299 TRUE 0.9 2.55 3.45 2.204564 1 white ## 1109 1 3 0.1741091196 TRUE 0.9 2.55 3.45 2.205231 1 white ## 1110 1 3 0.1744544433 TRUE 0.9 2.55 3.45 2.205898 1 white ## 1111 1 3 0.1747954228 TRUE 0.9 2.55 3.45 2.206565 1 white ## 1112 1 3 0.1751364024 TRUE 0.9 2.55 3.45 2.207231 1 white ## 1113 1 3 0.1754726454 TRUE 0.9 2.55 3.45 2.207898 1 white ## 1114 1 3 0.1758082219 TRUE 0.9 2.55 3.45 2.208565 1 white ## 1115 1 3 0.1761414084 TRUE 0.9 2.55 3.45 2.209232 1 white ## 1116 1 3 0.1764720906 TRUE 0.9 2.55 3.45 2.209899 1 white ## 1117 1 3 0.1768023342 TRUE 0.9 2.55 3.45 2.210566 1 white ## 1118 1 3 0.1771286314 TRUE 0.9 2.55 3.45 2.211232 1 white ## 1119 1 3 0.1774549286 TRUE 0.9 2.55 3.45 2.211899 1 white ## 1120 1 3 0.1777784668 TRUE 0.9 2.55 3.45 2.212566 1 white ## 1121 1 3 0.1781008875 TRUE 0.9 2.55 3.45 2.213233 1 white ## 1122 1 3 0.1784222184 TRUE 0.9 2.55 3.45 2.213900 1 white ## 1123 1 3 0.1787412693 TRUE 0.9 2.55 3.45 2.214566 1 white ## 1124 1 3 0.1790603201 TRUE 0.9 2.55 3.45 2.215233 1 white ## 1125 1 3 0.1793766910 TRUE 0.9 2.55 3.45 2.215900 1 white ## 1126 1 3 0.1796928758 TRUE 0.9 2.55 3.45 2.216567 1 white ## 1127 1 3 0.1800077668 TRUE 0.9 2.55 3.45 2.217234 1 white ## 1128 1 3 0.1803215853 TRUE 0.9 2.55 3.45 2.217900 1 white ## 1129 1 3 0.1806351074 TRUE 0.9 2.55 3.45 2.218567 1 white ## 1130 1 3 0.1809470545 TRUE 0.9 2.55 3.45 2.219234 1 white ## 1131 1 3 0.1812590016 TRUE 0.9 2.55 3.45 2.219901 1 white ## 1132 1 3 0.1815698841 TRUE 0.9 2.55 3.45 2.220568 1 white ## 1133 1 3 0.1818804489 TRUE 0.9 2.55 3.45 2.221234 1 white ## 1134 1 3 0.1821906700 TRUE 0.9 2.55 3.45 2.221901 1 white ## 1135 1 3 0.1825003346 TRUE 0.9 2.55 3.45 2.222568 1 white ## 1136 1 3 0.1828099993 TRUE 0.9 2.55 3.45 2.223235 1 white ## 1137 1 3 0.1831192415 TRUE 0.9 2.55 3.45 2.223902 1 white ## 1138 1 3 0.1834284809 TRUE 0.9 2.55 3.45 2.224569 1 white ## 1139 1 3 0.1837377453 TRUE 0.9 2.55 3.45 2.225235 1 white ## 1140 1 3 0.1840470259 TRUE 0.9 2.55 3.45 2.225902 1 white ## 1141 1 3 0.1843564148 TRUE 0.9 2.55 3.45 2.226569 1 white ## 1142 1 3 0.1846661943 TRUE 0.9 2.55 3.45 2.227236 1 white ## 1143 1 3 0.1849759738 TRUE 0.9 2.55 3.45 2.227903 1 white ## 1144 1 3 0.1852865377 TRUE 0.9 2.55 3.45 2.228569 1 white ## 1145 1 3 0.1855972640 TRUE 0.9 2.55 3.45 2.229236 1 white ## 1146 1 3 0.1859085998 TRUE 0.9 2.55 3.45 2.229903 1 white ## 1147 1 3 0.1862207107 TRUE 0.9 2.55 3.45 2.230570 1 white ## 1148 1 3 0.1865329155 TRUE 0.9 2.55 3.45 2.231237 1 white ## 1149 1 3 0.1868468380 TRUE 0.9 2.55 3.45 2.231903 1 white ## 1150 1 3 0.1871607605 TRUE 0.9 2.55 3.45 2.232570 1 white ## 1151 1 3 0.1874761609 TRUE 0.9 2.55 3.45 2.233237 1 white ## 1152 1 3 0.1877923107 TRUE 0.9 2.55 3.45 2.233904 1 white ## 1153 1 3 0.1881091847 TRUE 0.9 2.55 3.45 2.234571 1 white ## 1154 1 3 0.1884279660 TRUE 0.9 2.55 3.45 2.235237 1 white ## 1155 1 3 0.1887467473 TRUE 0.9 2.55 3.45 2.235904 1 white ## 1156 1 3 0.1890682099 TRUE 0.9 2.55 3.45 2.236571 1 white ## 1157 1 3 0.1893900145 TRUE 0.9 2.55 3.45 2.237238 1 white ## 1158 1 3 0.1897135155 TRUE 0.9 2.55 3.45 2.237905 1 white ## 1159 1 3 0.1900387229 TRUE 0.9 2.55 3.45 2.238572 1 white ## 1160 1 3 0.1903643457 TRUE 0.9 2.55 3.45 2.239238 1 white ## 1161 1 3 0.1906933224 TRUE 0.9 2.55 3.45 2.239905 1 white ## 1162 1 3 0.1910222991 TRUE 0.9 2.55 3.45 2.240572 1 white ## 1163 1 3 0.1913542520 TRUE 0.9 2.55 3.45 2.241239 1 white ## 1164 1 3 0.1916873514 TRUE 0.9 2.55 3.45 2.241906 1 white ## 1165 1 3 0.1920219395 TRUE 0.9 2.55 3.45 2.242572 1 white ## 1166 1 3 0.1923595015 TRUE 0.9 2.55 3.45 2.243239 1 white ## 1167 1 3 0.1926970635 TRUE 0.9 2.55 3.45 2.243906 1 white ## 1168 1 3 0.1930391523 TRUE 0.9 2.55 3.45 2.244573 1 white ## 1169 1 3 0.1933815032 TRUE 0.9 2.55 3.45 2.245240 1 white ## 1170 1 3 0.1937266951 TRUE 0.9 2.55 3.45 2.245906 1 white ## 1171 1 3 0.1940741471 TRUE 0.9 2.55 3.45 2.246573 1 white ## 1172 1 3 0.1944225095 TRUE 0.9 2.55 3.45 2.247240 1 white ## 1173 1 3 0.1947753607 TRUE 0.9 2.55 3.45 2.247907 1 white ## 1174 1 3 0.1951282119 TRUE 0.9 2.55 3.45 2.248574 1 white ## 1175 1 3 0.1954854974 TRUE 0.9 2.55 3.45 2.249240 1 white ## 1176 1 3 0.1958440315 TRUE 0.9 2.55 3.45 2.249907 1 white ## 1177 1 3 0.1962048986 TRUE 0.9 2.55 3.45 2.250574 1 white ## 1178 1 3 0.1965693847 TRUE 0.9 2.55 3.45 2.251241 1 white ## 1179 1 3 0.1969338935 TRUE 0.9 2.55 3.45 2.251908 1 white ## 1180 1 3 0.1973045859 TRUE 0.9 2.55 3.45 2.252574 1 white ## 1181 1 3 0.1976752784 TRUE 0.9 2.55 3.45 2.253241 1 white ## 1182 1 3 0.1980499373 TRUE 0.9 2.55 3.45 2.253908 1 white ## 1183 1 3 0.1984270756 TRUE 0.9 2.55 3.45 2.254575 1 white ## 1184 1 3 0.1988057282 TRUE 0.9 2.55 3.45 2.255242 1 white ## 1185 1 3 0.1991895367 TRUE 0.9 2.55 3.45 2.255909 1 white ## 1186 1 3 0.1995733453 TRUE 0.9 2.55 3.45 2.256575 1 white ## 1187 1 3 0.1999629236 TRUE 0.9 2.55 3.45 2.257242 1 white ## 1188 1 3 0.2003536115 TRUE 0.9 2.55 3.45 2.257909 1 white ## 1189 1 3 0.2007474850 TRUE 0.9 2.55 3.45 2.258576 1 white ## 1190 1 3 0.2011452460 TRUE 0.9 2.55 3.45 2.259243 1 white ## 1191 1 3 0.2015434570 TRUE 0.9 2.55 3.45 2.259909 1 white ## 1192 1 3 0.2019484693 TRUE 0.9 2.55 3.45 2.260576 1 white ## 1193 1 3 0.2023534817 TRUE 0.9 2.55 3.45 2.261243 1 white ## 1194 1 3 0.2027634888 TRUE 0.9 2.55 3.45 2.261910 1 white ## 1195 1 3 0.2031759149 TRUE 0.9 2.55 3.45 2.262577 1 white ## 1196 1 3 0.2035904987 TRUE 0.9 2.55 3.45 2.263243 1 white ## 1197 1 3 0.2040104849 TRUE 0.9 2.55 3.45 2.263910 1 white ## 1198 1 3 0.2044304712 TRUE 0.9 2.55 3.45 2.264577 1 white ## 1199 1 3 0.2048573568 TRUE 0.9 2.55 3.45 2.265244 1 white ## 1200 1 3 0.2052850338 TRUE 0.9 2.55 3.45 2.265911 1 white ## 1201 1 3 0.2057166817 TRUE 0.9 2.55 3.45 2.266577 1 white ## 1202 1 3 0.2061521637 TRUE 0.9 2.55 3.45 2.267244 1 white ## 1203 1 3 0.2065885975 TRUE 0.9 2.55 3.45 2.267911 1 white ## 1204 1 3 0.2070319822 TRUE 0.9 2.55 3.45 2.268578 1 white ## 1205 1 3 0.2074753669 TRUE 0.9 2.55 3.45 2.269245 1 white ## 1206 1 3 0.2079245967 TRUE 0.9 2.55 3.45 2.269912 1 white ## 1207 1 3 0.2083759653 TRUE 0.9 2.55 3.45 2.270578 1 white ## 1208 1 3 0.2088301009 TRUE 0.9 2.55 3.45 2.271245 1 white ## 1209 1 3 0.2092895177 TRUE 0.9 2.55 3.45 2.271912 1 white ## 1210 1 3 0.2097489344 TRUE 0.9 2.55 3.45 2.272579 1 white ## 1211 1 3 0.2102160862 TRUE 0.9 2.55 3.45 2.273246 1 white ## 1212 1 3 0.2106835984 TRUE 0.9 2.55 3.45 2.273912 1 white ## 1213 1 3 0.2111557189 TRUE 0.9 2.55 3.45 2.274579 1 white ## 1214 1 3 0.2116313565 TRUE 0.9 2.55 3.45 2.275246 1 white ## 1215 1 3 0.2121084494 TRUE 0.9 2.55 3.45 2.275913 1 white ## 1216 1 3 0.2125922248 TRUE 0.9 2.55 3.45 2.276580 1 white ## 1217 1 3 0.2130760001 TRUE 0.9 2.55 3.45 2.277246 1 white ## 1218 1 3 0.2135662043 TRUE 0.9 2.55 3.45 2.277913 1 white ## 1219 1 3 0.2140581121 TRUE 0.9 2.55 3.45 2.278580 1 white ## 1220 1 3 0.2145532813 TRUE 0.9 2.55 3.45 2.279247 1 white ## 1221 1 3 0.2150532982 TRUE 0.9 2.55 3.45 2.279914 1 white ## 1222 1 3 0.2155534270 TRUE 0.9 2.55 3.45 2.280580 1 white ## 1223 1 3 0.2160615113 TRUE 0.9 2.55 3.45 2.281247 1 white ## 1224 1 3 0.2165695955 TRUE 0.9 2.55 3.45 2.281914 1 white ## 1225 1 3 0.2170826886 TRUE 0.9 2.55 3.45 2.282581 1 white ## 1226 1 3 0.2175987800 TRUE 0.9 2.55 3.45 2.283248 1 white ## 1227 1 3 0.2181167521 TRUE 0.9 2.55 3.45 2.283915 1 white ## 1228 1 3 0.2186407714 TRUE 0.9 2.55 3.45 2.284581 1 white ## 1229 1 3 0.2191647908 TRUE 0.9 2.55 3.45 2.285248 1 white ## 1230 1 3 0.2196954568 TRUE 0.9 2.55 3.45 2.285915 1 white ## 1231 1 3 0.2202273058 TRUE 0.9 2.55 3.45 2.286582 1 white ## 1232 1 3 0.2207627069 TRUE 0.9 2.55 3.45 2.287249 1 white ## 1233 1 3 0.2213022679 TRUE 0.9 2.55 3.45 2.287915 1 white ## 1234 1 3 0.2218423763 TRUE 0.9 2.55 3.45 2.288582 1 white ## 1235 1 3 0.2223895117 TRUE 0.9 2.55 3.45 2.289249 1 white ## 1236 1 3 0.2229366472 TRUE 0.9 2.55 3.45 2.289916 1 white ## 1237 1 3 0.2234888554 TRUE 0.9 2.55 3.45 2.290583 1 white ## 1238 1 3 0.2240434078 TRUE 0.9 2.55 3.45 2.291249 1 white ## 1239 1 3 0.2246001001 TRUE 0.9 2.55 3.45 2.291916 1 white ## 1240 1 3 0.2251618915 TRUE 0.9 2.55 3.45 2.292583 1 white ## 1241 1 3 0.2257236829 TRUE 0.9 2.55 3.45 2.293250 1 white ## 1242 1 3 0.2262918620 TRUE 0.9 2.55 3.45 2.293917 1 white ## 1243 1 3 0.2268606937 TRUE 0.9 2.55 3.45 2.294583 1 white ## 1244 1 3 0.2274330654 TRUE 0.9 2.55 3.45 2.295250 1 white ## 1245 1 3 0.2280087179 TRUE 0.9 2.55 3.45 2.295917 1 white ## 1246 1 3 0.2285852302 TRUE 0.9 2.55 3.45 2.296584 1 white ## 1247 1 3 0.2291674628 TRUE 0.9 2.55 3.45 2.297251 1 white ## 1248 1 3 0.2297496953 TRUE 0.9 2.55 3.45 2.297918 1 white ## 1249 1 3 0.2303366176 TRUE 0.9 2.55 3.45 2.298584 1 white ## 1250 1 3 0.2309251677 TRUE 0.9 2.55 3.45 2.299251 1 white ## 1251 1 3 0.2315158537 TRUE 0.9 2.55 3.45 2.299918 1 white ## 1252 1 3 0.2321104371 TRUE 0.9 2.55 3.45 2.300585 1 white ## 1253 1 3 0.2327050205 TRUE 0.9 2.55 3.45 2.301252 1 white ## 1254 1 3 0.2333051344 TRUE 0.9 2.55 3.45 2.301918 1 white ## 1255 1 3 0.2339054447 TRUE 0.9 2.55 3.45 2.302585 1 white ## 1256 1 3 0.2345088717 TRUE 0.9 2.55 3.45 2.303252 1 white ## 1257 1 3 0.2351145802 TRUE 0.9 2.55 3.45 2.303919 1 white ## 1258 1 3 0.2357212427 TRUE 0.9 2.55 3.45 2.304586 1 white ## 1259 1 3 0.2363319979 TRUE 0.9 2.55 3.45 2.305252 1 white ## 1260 1 3 0.2369427531 TRUE 0.9 2.55 3.45 2.305919 1 white ## 1261 1 3 0.2375572497 TRUE 0.9 2.55 3.45 2.306586 1 white ## 1262 1 3 0.2381726774 TRUE 0.9 2.55 3.45 2.307253 1 white ## 1263 1 3 0.2387898683 TRUE 0.9 2.55 3.45 2.307920 1 white ## 1264 1 3 0.2394095713 TRUE 0.9 2.55 3.45 2.308586 1 white ## 1265 1 3 0.2400293672 TRUE 0.9 2.55 3.45 2.309253 1 white ## 1266 1 3 0.2406529250 TRUE 0.9 2.55 3.45 2.309920 1 white ## 1267 1 3 0.2412764829 TRUE 0.9 2.55 3.45 2.310587 1 white ## 1268 1 3 0.2419022093 TRUE 0.9 2.55 3.45 2.311254 1 white ## 1269 1 3 0.2425291782 TRUE 0.9 2.55 3.45 2.311920 1 white ## 1270 1 3 0.2431568755 TRUE 0.9 2.55 3.45 2.312587 1 white ## 1271 1 3 0.2437867881 TRUE 0.9 2.55 3.45 2.313254 1 white ## 1272 1 3 0.2444167008 TRUE 0.9 2.55 3.45 2.313921 1 white ## 1273 1 3 0.2450487209 TRUE 0.9 2.55 3.45 2.314588 1 white ## 1274 1 3 0.2456810865 TRUE 0.9 2.55 3.45 2.315255 1 white ## 1275 1 3 0.2463143649 TRUE 0.9 2.55 3.45 2.315921 1 white ## 1276 1 3 0.2469486693 TRUE 0.9 2.55 3.45 2.316588 1 white ## 1277 1 3 0.2475830892 TRUE 0.9 2.55 3.45 2.317255 1 white ## 1278 1 3 0.2482187945 TRUE 0.9 2.55 3.45 2.317922 1 white ## 1279 1 3 0.2488544997 TRUE 0.9 2.55 3.45 2.318589 1 white ## 1280 1 3 0.2494907877 TRUE 0.9 2.55 3.45 2.319255 1 white ## 1281 1 3 0.2501273325 TRUE 0.9 2.55 3.45 2.319922 1 white ## 1282 1 3 0.2507639552 TRUE 0.9 2.55 3.45 2.320589 1 white ## 1283 1 3 0.2514007548 TRUE 0.9 2.55 3.45 2.321256 1 white ## 1284 1 3 0.2520375545 TRUE 0.9 2.55 3.45 2.321923 1 white ## 1285 1 3 0.2526740302 TRUE 0.9 2.55 3.45 2.322589 1 white ## 1286 1 3 0.2533104768 TRUE 0.9 2.55 3.45 2.323256 1 white ## 1287 1 3 0.2539464027 TRUE 0.9 2.55 3.45 2.323923 1 white ## 1288 1 3 0.2545818653 TRUE 0.9 2.55 3.45 2.324590 1 white ## 1289 1 3 0.2552170973 TRUE 0.9 2.55 3.45 2.325257 1 white ## 1290 1 3 0.2558509225 TRUE 0.9 2.55 3.45 2.325923 1 white ## 1291 1 3 0.2564847477 TRUE 0.9 2.55 3.45 2.326590 1 white ## 1292 1 3 0.2571168319 TRUE 0.9 2.55 3.45 2.327257 1 white ## 1293 1 3 0.2577483437 TRUE 0.9 2.55 3.45 2.327924 1 white ## 1294 1 3 0.2583787587 TRUE 0.9 2.55 3.45 2.328591 1 white ## 1295 1 3 0.2590072592 TRUE 0.9 2.55 3.45 2.329258 1 white ## 1296 1 3 0.2596357597 TRUE 0.9 2.55 3.45 2.329924 1 white ## 1297 1 3 0.2602606194 TRUE 0.9 2.55 3.45 2.330591 1 white ## 1298 1 3 0.2608853893 TRUE 0.9 2.55 3.45 2.331258 1 white ## 1299 1 3 0.2615075322 TRUE 0.9 2.55 3.45 2.331925 1 white ## 1300 1 3 0.2621278313 TRUE 0.9 2.55 3.45 2.332592 1 white ## 1301 1 3 0.2627470880 TRUE 0.9 2.55 3.45 2.333258 1 white ## 1302 1 3 0.2633621558 TRUE 0.9 2.55 3.45 2.333925 1 white ## 1303 1 3 0.2639772236 TRUE 0.9 2.55 3.45 2.334592 1 white ## 1304 1 3 0.2645874165 TRUE 0.9 2.55 3.45 2.335259 1 white ## 1305 1 3 0.2651964729 TRUE 0.9 2.55 3.45 2.335926 1 white ## 1306 1 3 0.2658026513 TRUE 0.9 2.55 3.45 2.336592 1 white ## 1307 1 3 0.2664048976 TRUE 0.9 2.55 3.45 2.337259 1 white ## 1308 1 3 0.2670068823 TRUE 0.9 2.55 3.45 2.337926 1 white ## 1309 1 3 0.2676015017 TRUE 0.9 2.55 3.45 2.338593 1 white ## 1310 1 3 0.2681961212 TRUE 0.9 2.55 3.45 2.339260 1 white ## 1311 1 3 0.2687852754 TRUE 0.9 2.55 3.45 2.339926 1 white ## 1312 1 3 0.2693714345 TRUE 0.9 2.55 3.45 2.340593 1 white ## 1313 1 3 0.2699551947 TRUE 0.9 2.55 3.45 2.341260 1 white ## 1314 1 3 0.2705320438 TRUE 0.9 2.55 3.45 2.341927 1 white ## 1315 1 3 0.2711088929 TRUE 0.9 2.55 3.45 2.342594 1 white ## 1316 1 3 0.2716768972 TRUE 0.9 2.55 3.45 2.343261 1 white ## 1317 1 3 0.2722435721 TRUE 0.9 2.55 3.45 2.343927 1 white ## 1318 1 3 0.2728049308 TRUE 0.9 2.55 3.45 2.344594 1 white ## 1319 1 3 0.2733605538 TRUE 0.9 2.55 3.45 2.345261 1 white ## 1320 1 3 0.2739150697 TRUE 0.9 2.55 3.45 2.345928 1 white ## 1321 1 3 0.2744587506 TRUE 0.9 2.55 3.45 2.346595 1 white ## 1322 1 3 0.2750024315 TRUE 0.9 2.55 3.45 2.347261 1 white ## 1323 1 3 0.2755370663 TRUE 0.9 2.55 3.45 2.347928 1 white ## 1324 1 3 0.2760679043 TRUE 0.9 2.55 3.45 2.348595 1 white ## 1325 1 3 0.2765943956 TRUE 0.9 2.55 3.45 2.349262 1 white ## 1326 1 3 0.2771114806 TRUE 0.9 2.55 3.45 2.349929 1 white ## 1327 1 3 0.2776285656 TRUE 0.9 2.55 3.45 2.350595 1 white ## 1328 1 3 0.2781320396 TRUE 0.9 2.55 3.45 2.351262 1 white ## 1329 1 3 0.2786344535 TRUE 0.9 2.55 3.45 2.351929 1 white ## 1330 1 3 0.2791284550 TRUE 0.9 2.55 3.45 2.352596 1 white ## 1331 1 3 0.2796152735 TRUE 0.9 2.55 3.45 2.353263 1 white ## 1332 1 3 0.2800995954 TRUE 0.9 2.55 3.45 2.353929 1 white ## 1333 1 3 0.2805698900 TRUE 0.9 2.55 3.45 2.354596 1 white ## 1334 1 3 0.2810401846 TRUE 0.9 2.55 3.45 2.355263 1 white ## 1335 1 3 0.2814971649 TRUE 0.9 2.55 3.45 2.355930 1 white ## 1336 1 3 0.2819500042 TRUE 0.9 2.55 3.45 2.356597 1 white ## 1337 1 3 0.2823959585 TRUE 0.9 2.55 3.45 2.357264 1 white ## 1338 1 3 0.2828304106 TRUE 0.9 2.55 3.45 2.357930 1 white ## 1339 1 3 0.2832648627 TRUE 0.9 2.55 3.45 2.358597 1 white ## 1340 1 3 0.2836802646 TRUE 0.9 2.55 3.45 2.359264 1 white ## 1341 1 3 0.2840953986 TRUE 0.9 2.55 3.45 2.359931 1 white ## 1342 1 3 0.2844984294 TRUE 0.9 2.55 3.45 2.360598 1 white ## 1343 1 3 0.2848933175 TRUE 0.9 2.55 3.45 2.361264 1 white ## 1344 1 3 0.2852837712 TRUE 0.9 2.55 3.45 2.361931 1 white ## 1345 1 3 0.2856574910 TRUE 0.9 2.55 3.45 2.362598 1 white ## 1346 1 3 0.2860312108 TRUE 0.9 2.55 3.45 2.363265 1 white ## 1347 1 3 0.2863867965 TRUE 0.9 2.55 3.45 2.363932 1 white ## 1348 1 3 0.2867384329 TRUE 0.9 2.55 3.45 2.364598 1 white ## 1349 1 3 0.2870801187 TRUE 0.9 2.55 3.45 2.365265 1 white ## 1350 1 3 0.2874087661 TRUE 0.9 2.55 3.45 2.365932 1 white ## 1351 1 3 0.2877363501 TRUE 0.9 2.55 3.45 2.366599 1 white ## 1352 1 3 0.2880411146 TRUE 0.9 2.55 3.45 2.367266 1 white ## 1353 1 3 0.2883458791 TRUE 0.9 2.55 3.45 2.367932 1 white ## 1354 1 3 0.2886343943 TRUE 0.9 2.55 3.45 2.368599 1 white ## 1355 1 3 0.2889143960 TRUE 0.9 2.55 3.45 2.369266 1 white ## 1356 1 3 0.2891875329 TRUE 0.9 2.55 3.45 2.369933 1 white ## 1357 1 3 0.2894419081 TRUE 0.9 2.55 3.45 2.370600 1 white ## 1358 1 3 0.2896962833 TRUE 0.9 2.55 3.45 2.371266 1 white ## 1359 1 3 0.2899273752 TRUE 0.9 2.55 3.45 2.371933 1 white ## 1360 1 3 0.2901552787 TRUE 0.9 2.55 3.45 2.372600 1 white ## 1361 1 3 0.2903697734 TRUE 0.9 2.55 3.45 2.373267 1 white ## 1362 1 3 0.2905703807 TRUE 0.9 2.55 3.45 2.373934 1 white ## 1363 1 3 0.2907680965 TRUE 0.9 2.55 3.45 2.374601 1 white ## 1364 1 3 0.2909406064 TRUE 0.9 2.55 3.45 2.375267 1 white ## 1365 1 3 0.2911131163 TRUE 0.9 2.55 3.45 2.375934 1 white ## 1366 1 3 0.2912649935 TRUE 0.9 2.55 3.45 2.376601 1 white ## 1367 1 3 0.2914086299 TRUE 0.9 2.55 3.45 2.377268 1 white ## 1368 1 3 0.2915426015 TRUE 0.9 2.55 3.45 2.377935 1 white ## 1369 1 3 0.2916566161 TRUE 0.9 2.55 3.45 2.378601 1 white ## 1370 1 3 0.2917706306 TRUE 0.9 2.55 3.45 2.379268 1 white ## 1371 1 3 0.2918561873 TRUE 0.9 2.55 3.45 2.379935 1 white ## 1372 1 3 0.2919398613 TRUE 0.9 2.55 3.45 2.380602 1 white ## 1373 1 3 0.2920064820 TRUE 0.9 2.55 3.45 2.381269 1 white ## 1374 1 3 0.2920591290 TRUE 0.9 2.55 3.45 2.381935 1 white ## 1375 1 3 0.2921066658 TRUE 0.9 2.55 3.45 2.382602 1 white ## 1376 1 3 0.2921276333 TRUE 0.9 2.55 3.45 2.383269 1 white ## 1377 1 3 0.2921486009 TRUE 0.9 2.55 3.45 2.383936 1 white ## 1378 1 3 0.2921446043 TRUE 0.9 2.55 3.45 2.384603 1 white ## 1379 1 3 0.2921332762 TRUE 0.9 2.55 3.45 2.385269 1 white ## 1380 1 3 0.2921093028 TRUE 0.9 2.55 3.45 2.385936 1 white ## 1381 1 3 0.2920651011 TRUE 0.9 2.55 3.45 2.386603 1 white ## 1382 1 3 0.2920208994 TRUE 0.9 2.55 3.45 2.387270 1 white ## 1383 1 3 0.2919434086 TRUE 0.9 2.55 3.45 2.387937 1 white ## 1384 1 3 0.2918657957 TRUE 0.9 2.55 3.45 2.388604 1 white ## 1385 1 3 0.2917675665 TRUE 0.9 2.55 3.45 2.389270 1 white ## 1386 1 3 0.2916560466 TRUE 0.9 2.55 3.45 2.389937 1 white ## 1387 1 3 0.2915369780 TRUE 0.9 2.55 3.45 2.390604 1 white ## 1388 1 3 0.2913910993 TRUE 0.9 2.55 3.45 2.391271 1 white ## 1389 1 3 0.2912452205 TRUE 0.9 2.55 3.45 2.391938 1 white ## 1390 1 3 0.2910704386 TRUE 0.9 2.55 3.45 2.392604 1 white ## 1391 1 3 0.2908897946 TRUE 0.9 2.55 3.45 2.393271 1 white ## 1392 1 3 0.2906935882 TRUE 0.9 2.55 3.45 2.393938 1 white ## 1393 1 3 0.2904778195 TRUE 0.9 2.55 3.45 2.394605 1 white ## 1394 1 3 0.2902601110 TRUE 0.9 2.55 3.45 2.395272 1 white ## 1395 1 3 0.2900089065 TRUE 0.9 2.55 3.45 2.395938 1 white ## 1396 1 3 0.2897577019 TRUE 0.9 2.55 3.45 2.396605 1 white ## 1397 1 3 0.2894827082 TRUE 0.9 2.55 3.45 2.397272 1 white ## 1398 1 3 0.2891958065 TRUE 0.9 2.55 3.45 2.397939 1 white ## 1399 1 3 0.2888989190 TRUE 0.9 2.55 3.45 2.398606 1 white ## 1400 1 3 0.2885761096 TRUE 0.9 2.55 3.45 2.399272 1 white ## 1401 1 3 0.2882533001 TRUE 0.9 2.55 3.45 2.399939 1 white ## 1402 1 3 0.2878983997 TRUE 0.9 2.55 3.45 2.400606 1 white ## 1403 1 3 0.2875395238 TRUE 0.9 2.55 3.45 2.401273 1 white ## 1404 1 3 0.2871625092 TRUE 0.9 2.55 3.45 2.401940 1 white ## 1405 1 3 0.2867674609 TRUE 0.9 2.55 3.45 2.402607 1 white ## 1406 1 3 0.2863683143 TRUE 0.9 2.55 3.45 2.403273 1 white ## 1407 1 3 0.2859370409 TRUE 0.9 2.55 3.45 2.403940 1 white ## 1408 1 3 0.2855057674 TRUE 0.9 2.55 3.45 2.404607 1 white ## 1409 1 3 0.2850482386 TRUE 0.9 2.55 3.45 2.405274 1 white ## 1410 1 3 0.2845807413 TRUE 0.9 2.55 3.45 2.405941 1 white ## 1411 1 3 0.2841010738 TRUE 0.9 2.55 3.45 2.406607 1 white ## 1412 1 3 0.2835974083 TRUE 0.9 2.55 3.45 2.407274 1 white ## 1413 1 3 0.2830937428 TRUE 0.9 2.55 3.45 2.407941 1 white ## 1414 1 3 0.2825558882 TRUE 0.9 2.55 3.45 2.408608 1 white ## 1415 1 3 0.2820161646 TRUE 0.9 2.55 3.45 2.409275 1 white ## 1416 1 3 0.2814563463 TRUE 0.9 2.55 3.45 2.409941 1 white ## 1417 1 3 0.2808807293 TRUE 0.9 2.55 3.45 2.410608 1 white ## 1418 1 3 0.2802989934 TRUE 0.9 2.55 3.45 2.411275 1 white ## 1419 1 3 0.2796877022 TRUE 0.9 2.55 3.45 2.411942 1 white ## 1420 1 3 0.2790764110 TRUE 0.9 2.55 3.45 2.412609 1 white ## 1421 1 3 0.2784373938 TRUE 0.9 2.55 3.45 2.413275 1 white ## 1422 1 3 0.2777907017 TRUE 0.9 2.55 3.45 2.413942 1 white ## 1423 1 3 0.2771301597 TRUE 0.9 2.55 3.45 2.414609 1 white ## 1424 1 3 0.2764483938 TRUE 0.9 2.55 3.45 2.415276 1 white ## 1425 1 3 0.2757664004 TRUE 0.9 2.55 3.45 2.415943 1 white ## 1426 1 3 0.2750499408 TRUE 0.9 2.55 3.45 2.416609 1 white ## 1427 1 3 0.2743334813 TRUE 0.9 2.55 3.45 2.417276 1 white ## 1428 1 3 0.2735958403 TRUE 0.9 2.55 3.45 2.417943 1 white ## 1429 1 3 0.2728451196 TRUE 0.9 2.55 3.45 2.418610 1 white ## 1430 1 3 0.2720866329 TRUE 0.9 2.55 3.45 2.419277 1 white ## 1431 1 3 0.2713021349 TRUE 0.9 2.55 3.45 2.419944 1 white ## 1432 1 3 0.2705176368 TRUE 0.9 2.55 3.45 2.420610 1 white ## 1433 1 3 0.2697051615 TRUE 0.9 2.55 3.45 2.421277 1 white ## 1434 1 3 0.2688874202 TRUE 0.9 2.55 3.45 2.421944 1 white ## 1435 1 3 0.2680548750 TRUE 0.9 2.55 3.45 2.422611 1 white ## 1436 1 3 0.2672044736 TRUE 0.9 2.55 3.45 2.423278 1 white ## 1437 1 3 0.2663519918 TRUE 0.9 2.55 3.45 2.423944 1 white ## 1438 1 3 0.2654695610 TRUE 0.9 2.55 3.45 2.424611 1 white ## 1439 1 3 0.2645871303 TRUE 0.9 2.55 3.45 2.425278 1 white ## 1440 1 3 0.2636834854 TRUE 0.9 2.55 3.45 2.425945 1 white ## 1441 1 3 0.2627697020 TRUE 0.9 2.55 3.45 2.426612 1 white ## 1442 1 3 0.2618470874 TRUE 0.9 2.55 3.45 2.427278 1 white ## 1443 1 3 0.2609026726 TRUE 0.9 2.55 3.45 2.427945 1 white ## 1444 1 3 0.2599582579 TRUE 0.9 2.55 3.45 2.428612 1 white ## 1445 1 3 0.2589869627 TRUE 0.9 2.55 3.45 2.429279 1 white ## 1446 1 3 0.2580126804 TRUE 0.9 2.55 3.45 2.429946 1 white ## 1447 1 3 0.2570235275 TRUE 0.9 2.55 3.45 2.430612 1 white ## 1448 1 3 0.2560201821 TRUE 0.9 2.55 3.45 2.431279 1 white ## 1449 1 3 0.2550133559 TRUE 0.9 2.55 3.45 2.431946 1 white ## 1450 1 3 0.2539817906 TRUE 0.9 2.55 3.45 2.432613 1 white ## 1451 1 3 0.2529502253 TRUE 0.9 2.55 3.45 2.433280 1 white ## 1452 1 3 0.2518985643 TRUE 0.9 2.55 3.45 2.433947 1 white ## 1453 1 3 0.2508396588 TRUE 0.9 2.55 3.45 2.434613 1 white ## 1454 1 3 0.2497715913 TRUE 0.9 2.55 3.45 2.435280 1 white ## 1455 1 3 0.2486862596 TRUE 0.9 2.55 3.45 2.435947 1 white ## 1456 1 3 0.2476009280 TRUE 0.9 2.55 3.45 2.436614 1 white ## 1457 1 3 0.2464911767 TRUE 0.9 2.55 3.45 2.437281 1 white ## 1458 1 3 0.2453803649 TRUE 0.9 2.55 3.45 2.437947 1 white ## 1459 1 3 0.2442555843 TRUE 0.9 2.55 3.45 2.438614 1 white ## 1460 1 3 0.2431202682 TRUE 0.9 2.55 3.45 2.439281 1 white ## 1461 1 3 0.2419806811 TRUE 0.9 2.55 3.45 2.439948 1 white ## 1462 1 3 0.2408218639 TRUE 0.9 2.55 3.45 2.440615 1 white ## 1463 1 3 0.2396630467 TRUE 0.9 2.55 3.45 2.441281 1 white ## 1464 1 3 0.2384863987 TRUE 0.9 2.55 3.45 2.441948 1 white ## 1465 1 3 0.2373051081 TRUE 0.9 2.55 3.45 2.442615 1 white ## 1466 1 3 0.2361151391 TRUE 0.9 2.55 3.45 2.443282 1 white ## 1467 1 3 0.2349124254 TRUE 0.9 2.55 3.45 2.443949 1 white ## 1468 1 3 0.2337093702 TRUE 0.9 2.55 3.45 2.444615 1 white ## 1469 1 3 0.2324863034 TRUE 0.9 2.55 3.45 2.445282 1 white ## 1470 1 3 0.2312632366 TRUE 0.9 2.55 3.45 2.445949 1 white ## 1471 1 3 0.2300280620 TRUE 0.9 2.55 3.45 2.446616 1 white ## 1472 1 3 0.2287857293 TRUE 0.9 2.55 3.45 2.447283 1 white ## 1473 1 3 0.2275390349 TRUE 0.9 2.55 3.45 2.447950 1 white ## 1474 1 3 0.2262785383 TRUE 0.9 2.55 3.45 2.448616 1 white ## 1475 1 3 0.2250180418 TRUE 0.9 2.55 3.45 2.449283 1 white ## 1476 1 3 0.2237430221 TRUE 0.9 2.55 3.45 2.449950 1 white ## 1477 1 3 0.2224654758 TRUE 0.9 2.55 3.45 2.450617 1 white ## 1478 1 3 0.2211805481 TRUE 0.9 2.55 3.45 2.451284 1 white ## 1479 1 3 0.2198870760 TRUE 0.9 2.55 3.45 2.451950 1 white ## 1480 1 3 0.2185924918 TRUE 0.9 2.55 3.45 2.452617 1 white ## 1481 1 3 0.2172842248 TRUE 0.9 2.55 3.45 2.453284 1 white ## 1482 1 3 0.2159759579 TRUE 0.9 2.55 3.45 2.453951 1 white ## 1483 1 3 0.2146583094 TRUE 0.9 2.55 3.45 2.454618 1 white ## 1484 1 3 0.2133363834 TRUE 0.9 2.55 3.45 2.455284 1 white ## 1485 1 3 0.2120107197 TRUE 0.9 2.55 3.45 2.455951 1 white ## 1486 1 3 0.2106762728 TRUE 0.9 2.55 3.45 2.456618 1 white ## 1487 1 3 0.2093418259 TRUE 0.9 2.55 3.45 2.457285 1 white ## 1488 1 3 0.2079970183 TRUE 0.9 2.55 3.45 2.457952 1 white ## 1489 1 3 0.2066511885 TRUE 0.9 2.55 3.45 2.458618 1 white ## 1490 1 3 0.2053000109 TRUE 0.9 2.55 3.45 2.459285 1 white ## 1491 1 3 0.2039439340 TRUE 0.9 2.55 3.45 2.459952 1 white ## 1492 1 3 0.2025866396 TRUE 0.9 2.55 3.45 2.460619 1 white ## 1493 1 3 0.2012214468 TRUE 0.9 2.55 3.45 2.461286 1 white ## 1494 1 3 0.1998562539 TRUE 0.9 2.55 3.45 2.461953 1 white ## 1495 1 3 0.1984851056 TRUE 0.9 2.55 3.45 2.462619 1 white ## 1496 1 3 0.1971119213 TRUE 0.9 2.55 3.45 2.463286 1 white ## 1497 1 3 0.1957362830 TRUE 0.9 2.55 3.45 2.463953 1 white ## 1498 1 3 0.1943562231 TRUE 0.9 2.55 3.45 2.464620 1 white ## 1499 1 3 0.1929761632 TRUE 0.9 2.55 3.45 2.465287 1 white ## 1500 1 3 0.1915905138 TRUE 0.9 2.55 3.45 2.465953 1 white ## 1501 1 3 0.1902046833 TRUE 0.9 2.55 3.45 2.466620 1 white ## 1502 1 3 0.1888161381 TRUE 0.9 2.55 3.45 2.467287 1 white ## 1503 1 3 0.1874256294 TRUE 0.9 2.55 3.45 2.467954 1 white ## 1504 1 3 0.1860344295 TRUE 0.9 2.55 3.45 2.468621 1 white ## 1505 1 3 0.1846403206 TRUE 0.9 2.55 3.45 2.469287 1 white ## 1506 1 3 0.1832462117 TRUE 0.9 2.55 3.45 2.469954 1 white ## 1507 1 3 0.1818500630 TRUE 0.9 2.55 3.45 2.470621 1 white ## 1508 1 3 0.1804534159 TRUE 0.9 2.55 3.45 2.471288 1 white ## 1509 1 3 0.1790561484 TRUE 0.9 2.55 3.45 2.471955 1 white ## 1510 1 3 0.1776580074 TRUE 0.9 2.55 3.45 2.472621 1 white ## 1511 1 3 0.1762598538 TRUE 0.9 2.55 3.45 2.473288 1 white ## 1512 1 3 0.1748612441 TRUE 0.9 2.55 3.45 2.473955 1 white ## 1513 1 3 0.1734626344 TRUE 0.9 2.55 3.45 2.474622 1 white ## 1514 1 3 0.1720643670 TRUE 0.9 2.55 3.45 2.475289 1 white ## 1515 1 3 0.1706662933 TRUE 0.9 2.55 3.45 2.475955 1 white ## 1516 1 3 0.1692685999 TRUE 0.9 2.55 3.45 2.476622 1 white ## 1517 1 3 0.1678720452 TRUE 0.9 2.55 3.45 2.477289 1 white ## 1518 1 3 0.1664754904 TRUE 0.9 2.55 3.45 2.477956 1 white ## 1519 1 3 0.1650810727 TRUE 0.9 2.55 3.45 2.478623 1 white ## 1520 1 3 0.1636869969 TRUE 0.9 2.55 3.45 2.479290 1 white ## 1521 1 3 0.1622945390 TRUE 0.9 2.55 3.45 2.479956 1 white ## 1522 1 3 0.1609038784 TRUE 0.9 2.55 3.45 2.480623 1 white ## 1523 1 3 0.1595135872 TRUE 0.9 2.55 3.45 2.481290 1 white ## 1524 1 3 0.1581272530 TRUE 0.9 2.55 3.45 2.481957 1 white ## 1525 1 3 0.1567409188 TRUE 0.9 2.55 3.45 2.482624 1 white ## 1526 1 3 0.1553582177 TRUE 0.9 2.55 3.45 2.483290 1 white ## 1527 1 3 0.1539770955 TRUE 0.9 2.55 3.45 2.483957 1 white ## 1528 1 3 0.1525978477 TRUE 0.9 2.55 3.45 2.484624 1 white ## 1529 1 3 0.1512227966 TRUE 0.9 2.55 3.45 2.485291 1 white ## 1530 1 3 0.1498477455 TRUE 0.9 2.55 3.45 2.485958 1 white ## 1531 1 3 0.1484790483 TRUE 0.9 2.55 3.45 2.486624 1 white ## 1532 1 3 0.1471109004 TRUE 0.9 2.55 3.45 2.487291 1 white ## 1533 1 3 0.1457468539 TRUE 0.9 2.55 3.45 2.487958 1 white ## 1534 1 3 0.1443864138 TRUE 0.9 2.55 3.45 2.488625 1 white ## 1535 1 3 0.1430271936 TRUE 0.9 2.55 3.45 2.489292 1 white ## 1536 1 3 0.1416752379 TRUE 0.9 2.55 3.45 2.489958 1 white ## 1537 1 4 0.0731049554 TRUE 0.9 3.55 4.45 2.184691 1 white ## 1538 1 4 0.0731517900 TRUE 0.9 3.55 4.45 2.185465 1 white ## 1539 1 4 0.0731855571 TRUE 0.9 3.55 4.45 2.186238 1 white ## 1540 1 4 0.0731939626 TRUE 0.9 3.55 4.45 2.187011 1 white ## 1541 1 4 0.0731925842 TRUE 0.9 3.55 4.45 2.187784 1 white ## 1542 1 4 0.0731631905 TRUE 0.9 3.55 4.45 2.188557 1 white ## 1543 1 4 0.0731272471 TRUE 0.9 3.55 4.45 2.189330 1 white ## 1544 1 4 0.0730608683 TRUE 0.9 3.55 4.45 2.190104 1 white ## 1545 1 4 0.0729910854 TRUE 0.9 3.55 4.45 2.190877 1 white ## 1546 1 4 0.0728887174 TRUE 0.9 3.55 4.45 2.191650 1 white ## 1547 1 4 0.0727834964 TRUE 0.9 3.55 4.45 2.192423 1 white ## 1548 1 4 0.0726487805 TRUE 0.9 3.55 4.45 2.193196 1 white ## 1549 1 4 0.0725089466 TRUE 0.9 3.55 4.45 2.193970 1 white ## 1550 1 4 0.0723434146 TRUE 0.9 3.55 4.45 2.194743 1 white ## 1551 1 4 0.0721703511 TRUE 0.9 3.55 4.45 2.195516 1 white ## 1552 1 4 0.0719752814 TRUE 0.9 3.55 4.45 2.196289 1 white ## 1553 1 4 0.0717705382 TRUE 0.9 3.55 4.45 2.197062 1 white ## 1554 1 4 0.0715473371 TRUE 0.9 3.55 4.45 2.197835 1 white ## 1555 1 4 0.0713126231 TRUE 0.9 3.55 4.45 2.198609 1 white ## 1556 1 4 0.0710628188 TRUE 0.9 3.55 4.45 2.199382 1 white ## 1557 1 4 0.0707999946 TRUE 0.9 3.55 4.45 2.200155 1 white ## 1558 1 4 0.0705252314 TRUE 0.9 3.55 4.45 2.200928 1 white ## 1559 1 4 0.0702362999 TRUE 0.9 3.55 4.45 2.201701 1 white ## 1560 1 4 0.0699383308 TRUE 0.9 3.55 4.45 2.202474 1 white ## 1561 1 4 0.0696254278 TRUE 0.9 3.55 4.45 2.203248 1 white ## 1562 1 4 0.0693061075 TRUE 0.9 3.55 4.45 2.204021 1 white ## 1563 1 4 0.0689714910 TRUE 0.9 3.55 4.45 2.204794 1 white ## 1564 1 4 0.0686327675 TRUE 0.9 3.55 4.45 2.205567 1 white ## 1565 1 4 0.0682788064 TRUE 0.9 3.55 4.45 2.206340 1 white ## 1566 1 4 0.0679227127 TRUE 0.9 3.55 4.45 2.207113 1 white ## 1567 1 4 0.0675518750 TRUE 0.9 3.55 4.45 2.207887 1 white ## 1568 1 4 0.0671798004 TRUE 0.9 3.55 4.45 2.208660 1 white ## 1569 1 4 0.0667953604 TRUE 0.9 3.55 4.45 2.209433 1 white ## 1570 1 4 0.0664093587 TRUE 0.9 3.55 4.45 2.210206 1 white ## 1571 1 4 0.0660140664 TRUE 0.9 3.55 4.45 2.210979 1 white ## 1572 1 4 0.0656167785 TRUE 0.9 3.55 4.45 2.211753 1 white ## 1573 1 4 0.0652129140 TRUE 0.9 3.55 4.45 2.212526 1 white ## 1574 1 4 0.0648070373 TRUE 0.9 3.55 4.45 2.213299 1 white ## 1575 1 4 0.0643969177 TRUE 0.9 3.55 4.45 2.214072 1 white ## 1576 1 4 0.0639851922 TRUE 0.9 3.55 4.45 2.214845 1 white ## 1577 1 4 0.0635711614 TRUE 0.9 3.55 4.45 2.215618 1 white ## 1578 1 4 0.0631563559 TRUE 0.9 3.55 4.45 2.216392 1 white ## 1579 1 4 0.0627407742 TRUE 0.9 3.55 4.45 2.217165 1 white ## 1580 1 4 0.0623256722 TRUE 0.9 3.55 4.45 2.217938 1 white ## 1581 1 4 0.0619109058 TRUE 0.9 3.55 4.45 2.218711 1 white ## 1582 1 4 0.0614982912 TRUE 0.9 3.55 4.45 2.219484 1 white ## 1583 1 4 0.0610867019 TRUE 0.9 3.55 4.45 2.220257 1 white ## 1584 1 4 0.0606793449 TRUE 0.9 3.55 4.45 2.221031 1 white ## 1585 1 4 0.0602732797 TRUE 0.9 3.55 4.45 2.221804 1 white ## 1586 1 4 0.0598739235 TRUE 0.9 3.55 4.45 2.222577 1 white ## 1587 1 4 0.0594757045 TRUE 0.9 3.55 4.45 2.223350 1 white ## 1588 1 4 0.0590870509 TRUE 0.9 3.55 4.45 2.224123 1 white ## 1589 1 4 0.0586993718 TRUE 0.9 3.55 4.45 2.224897 1 white ## 1590 1 4 0.0583236622 TRUE 0.9 3.55 4.45 2.225670 1 white ## 1591 1 4 0.0579497256 TRUE 0.9 3.55 4.45 2.226443 1 white ## 1592 1 4 0.0575885806 TRUE 0.9 3.55 4.45 2.227216 1 white ## 1593 1 4 0.0572309511 TRUE 0.9 3.55 4.45 2.227989 1 white ## 1594 1 4 0.0568864961 TRUE 0.9 3.55 4.45 2.228762 1 white ## 1595 1 4 0.0565476555 TRUE 0.9 3.55 4.45 2.229536 1 white ## 1596 1 4 0.0562219445 TRUE 0.9 3.55 4.45 2.230309 1 white ## 1597 1 4 0.0559042808 TRUE 0.9 3.55 4.45 2.231082 1 white ## 1598 1 4 0.0555992878 TRUE 0.9 3.55 4.45 2.231855 1 white ## 1599 1 4 0.0553050842 TRUE 0.9 3.55 4.45 2.232628 1 white ## 1600 1 4 0.0550226956 TRUE 0.9 3.55 4.45 2.233401 1 white ## 1601 1 4 0.0547541205 TRUE 0.9 3.55 4.45 2.234175 1 white ## 1602 1 4 0.0544961283 TRUE 0.9 3.55 4.45 2.234948 1 white ## 1603 1 4 0.0542552257 TRUE 0.9 3.55 4.45 2.235721 1 white ## 1604 1 4 0.0540233207 TRUE 0.9 3.55 4.45 2.236494 1 white ## 1605 1 4 0.0538120025 TRUE 0.9 3.55 4.45 2.237267 1 white ## 1606 1 4 0.0536077682 TRUE 0.9 3.55 4.45 2.238040 1 white ## 1607 1 4 0.0534278061 TRUE 0.9 3.55 4.45 2.238814 1 white ## 1608 1 4 0.0532527141 TRUE 0.9 3.55 4.45 2.239587 1 white ## 1609 1 4 0.0531057334 TRUE 0.9 3.55 4.45 2.240360 1 white ## 1610 1 4 0.0529614768 TRUE 0.9 3.55 4.45 2.241133 1 white ## 1611 1 4 0.0528486121 TRUE 0.9 3.55 4.45 2.241906 1 white ## 1612 1 4 0.0527390173 TRUE 0.9 3.55 4.45 2.242680 1 white ## 1613 1 4 0.0526589932 TRUE 0.9 3.55 4.45 2.243453 1 white ## 1614 1 4 0.0525853436 TRUE 0.9 3.55 4.45 2.244226 1 white ## 1615 1 4 0.0525391437 TRUE 0.9 3.55 4.45 2.244999 1 white ## 1616 1 4 0.0525025625 TRUE 0.9 3.55 4.45 2.245772 1 white ## 1617 1 4 0.0524910427 TRUE 0.9 3.55 4.45 2.246545 1 white ## 1618 1 4 0.0524924906 TRUE 0.9 3.55 4.45 2.247319 1 white ## 1619 1 4 0.0525163779 TRUE 0.9 3.55 4.45 2.248092 1 white ## 1620 1 4 0.0525566527 TRUE 0.9 3.55 4.45 2.248865 1 white ## 1621 1 4 0.0526165453 TRUE 0.9 3.55 4.45 2.249638 1 white ## 1622 1 4 0.0526962817 TRUE 0.9 3.55 4.45 2.250411 1 white ## 1623 1 4 0.0527926495 TRUE 0.9 3.55 4.45 2.251184 1 white ## 1624 1 4 0.0529123208 TRUE 0.9 3.55 4.45 2.251958 1 white ## 1625 1 4 0.0530455072 TRUE 0.9 3.55 4.45 2.252731 1 white ## 1626 1 4 0.0532054277 TRUE 0.9 3.55 4.45 2.253504 1 white ## 1627 1 4 0.0533756512 TRUE 0.9 3.55 4.45 2.254277 1 white ## 1628 1 4 0.0535759799 TRUE 0.9 3.55 4.45 2.255050 1 white ## 1629 1 4 0.0537833376 TRUE 0.9 3.55 4.45 2.255823 1 white ## 1630 1 4 0.0540240826 TRUE 0.9 3.55 4.45 2.256597 1 white ## 1631 1 4 0.0542685534 TRUE 0.9 3.55 4.45 2.257370 1 white ## 1632 1 4 0.0545495777 TRUE 0.9 3.55 4.45 2.258143 1 white ## 1633 1 4 0.0548338703 TRUE 0.9 3.55 4.45 2.258916 1 white ## 1634 1 4 0.0551520553 TRUE 0.9 3.55 4.45 2.259689 1 white ## 1635 1 4 0.0554762915 TRUE 0.9 3.55 4.45 2.260463 1 white ## 1636 1 4 0.0558308660 TRUE 0.9 3.55 4.45 2.261236 1 white ## 1637 1 4 0.0561946135 TRUE 0.9 3.55 4.45 2.262009 1 white ## 1638 1 4 0.0565851350 TRUE 0.9 3.55 4.45 2.262782 1 white ## 1639 1 4 0.0569878419 TRUE 0.9 3.55 4.45 2.263555 1 white ## 1640 1 4 0.0574137782 TRUE 0.9 3.55 4.45 2.264328 1 white ## 1641 1 4 0.0578547820 TRUE 0.9 3.55 4.45 2.265102 1 white ## 1642 1 4 0.0583155188 TRUE 0.9 3.55 4.45 2.265875 1 white ## 1643 1 4 0.0587940572 TRUE 0.9 3.55 4.45 2.266648 1 white ## 1644 1 4 0.0592889057 TRUE 0.9 3.55 4.45 2.267421 1 white ## 1645 1 4 0.0598041272 TRUE 0.9 3.55 4.45 2.268194 1 white ## 1646 1 4 0.0603323329 TRUE 0.9 3.55 4.45 2.268967 1 white ## 1647 1 4 0.0608833088 TRUE 0.9 3.55 4.45 2.269741 1 white ## 1648 1 4 0.0614440598 TRUE 0.9 3.55 4.45 2.270514 1 white ## 1649 1 4 0.0620297961 TRUE 0.9 3.55 4.45 2.271287 1 white ## 1650 1 4 0.0626222324 TRUE 0.9 3.55 4.45 2.272060 1 white ## 1651 1 4 0.0632416822 TRUE 0.9 3.55 4.45 2.272833 1 white ## 1652 1 4 0.0638649054 TRUE 0.9 3.55 4.45 2.273606 1 white ## 1653 1 4 0.0645169820 TRUE 0.9 3.55 4.45 2.274380 1 white ## 1654 1 4 0.0651716606 TRUE 0.9 3.55 4.45 2.275153 1 white ## 1655 1 4 0.0658536541 TRUE 0.9 3.55 4.45 2.275926 1 white ## 1656 1 4 0.0665396763 TRUE 0.9 3.55 4.45 2.276699 1 white ## 1657 1 4 0.0672496240 TRUE 0.9 3.55 4.45 2.277472 1 white ## 1658 1 4 0.0679658624 TRUE 0.9 3.55 4.45 2.278246 1 white ## 1659 1 4 0.0687028073 TRUE 0.9 3.55 4.45 2.279019 1 white ## 1660 1 4 0.0694481378 TRUE 0.9 3.55 4.45 2.279792 1 white ## 1661 1 4 0.0702111324 TRUE 0.9 3.55 4.45 2.280565 1 white ## 1662 1 4 0.0709844468 TRUE 0.9 3.55 4.45 2.281338 1 white ## 1663 1 4 0.0717725629 TRUE 0.9 3.55 4.45 2.282111 1 white ## 1664 1 4 0.0725727825 TRUE 0.9 3.55 4.45 2.282885 1 white ## 1665 1 4 0.0733851205 TRUE 0.9 3.55 4.45 2.283658 1 white ## 1666 1 4 0.0742112077 TRUE 0.9 3.55 4.45 2.284431 1 white ## 1667 1 4 0.0750469055 TRUE 0.9 3.55 4.45 2.285204 1 white ## 1668 1 4 0.0758978764 TRUE 0.9 3.55 4.45 2.285977 1 white ## 1669 1 4 0.0767561183 TRUE 0.9 3.55 4.45 2.286750 1 white ## 1670 1 4 0.0776310540 TRUE 0.9 3.55 4.45 2.287524 1 white ## 1671 1 4 0.0785110788 TRUE 0.9 3.55 4.45 2.288297 1 white ## 1672 1 4 0.0794091359 TRUE 0.9 3.55 4.45 2.289070 1 white ## 1673 1 4 0.0803102446 TRUE 0.9 3.55 4.45 2.289843 1 white ## 1674 1 4 0.0812306653 TRUE 0.9 3.55 4.45 2.290616 1 white ## 1675 1 4 0.0821528860 TRUE 0.9 3.55 4.45 2.291390 1 white ## 1676 1 4 0.0830943494 TRUE 0.9 3.55 4.45 2.292163 1 white ## 1677 1 4 0.0840381820 TRUE 0.9 3.55 4.45 2.292936 1 white ## 1678 1 4 0.0849990736 TRUE 0.9 3.55 4.45 2.293709 1 white ## 1679 1 4 0.0859639802 TRUE 0.9 3.55 4.45 2.294482 1 white ## 1680 1 4 0.0869439146 TRUE 0.9 3.55 4.45 2.295255 1 white ## 1681 1 4 0.0879294683 TRUE 0.9 3.55 4.45 2.296029 1 white ## 1682 1 4 0.0889281506 TRUE 0.9 3.55 4.45 2.296802 1 white ## 1683 1 4 0.0899340407 TRUE 0.9 3.55 4.45 2.297575 1 white ## 1684 1 4 0.0909512700 TRUE 0.9 3.55 4.45 2.298348 1 white ## 1685 1 4 0.0919773060 TRUE 0.9 3.55 4.45 2.299121 1 white ## 1686 1 4 0.0930129778 TRUE 0.9 3.55 4.45 2.299894 1 white ## 1687 1 4 0.0940590920 TRUE 0.9 3.55 4.45 2.300668 1 white ## 1688 1 4 0.0951131998 TRUE 0.9 3.55 4.45 2.301441 1 white ## 1689 1 4 0.0961794485 TRUE 0.9 3.55 4.45 2.302214 1 white ## 1690 1 4 0.0972520834 TRUE 0.9 3.55 4.45 2.302987 1 white ## 1691 1 4 0.0983386467 TRUE 0.9 3.55 4.45 2.303760 1 white ## 1692 1 4 0.0994299975 TRUE 0.9 3.55 4.45 2.304533 1 white ## 1693 1 4 0.1005371773 TRUE 0.9 3.55 4.45 2.305307 1 white ## 1694 1 4 0.1016475284 TRUE 0.9 3.55 4.45 2.306080 1 white ## 1695 1 4 0.1027757453 TRUE 0.9 3.55 4.45 2.306853 1 white ## 1696 1 4 0.1039056898 TRUE 0.9 3.55 4.45 2.307626 1 white ## 1697 1 4 0.1050552620 TRUE 0.9 3.55 4.45 2.308399 1 white ## 1698 1 4 0.1062068690 TRUE 0.9 3.55 4.45 2.309173 1 white ## 1699 1 4 0.1073768352 TRUE 0.9 3.55 4.45 2.309946 1 white ## 1700 1 4 0.1085507676 TRUE 0.9 3.55 4.45 2.310719 1 white ## 1701 1 4 0.1097417560 TRUE 0.9 3.55 4.45 2.311492 1 white ## 1702 1 4 0.1109387735 TRUE 0.9 3.55 4.45 2.312265 1 white ## 1703 1 4 0.1121514834 TRUE 0.9 3.55 4.45 2.313038 1 white ## 1704 1 4 0.1133724327 TRUE 0.9 3.55 4.45 2.313812 1 white ## 1705 1 4 0.1146076267 TRUE 0.9 3.55 4.45 2.314585 1 white ## 1706 1 4 0.1158534304 TRUE 0.9 3.55 4.45 2.315358 1 white ## 1707 1 4 0.1171119248 TRUE 0.9 3.55 4.45 2.316131 1 white ## 1708 1 4 0.1183835686 TRUE 0.9 3.55 4.45 2.316904 1 white ## 1709 1 4 0.1196662241 TRUE 0.9 3.55 4.45 2.317677 1 white ## 1710 1 4 0.1209647430 TRUE 0.9 3.55 4.45 2.318451 1 white ## 1711 1 4 0.1222724539 TRUE 0.9 3.55 4.45 2.319224 1 white ## 1712 1 4 0.1235989171 TRUE 0.9 3.55 4.45 2.319997 1 white ## 1713 1 4 0.1249325997 TRUE 0.9 3.55 4.45 2.320770 1 white ## 1714 1 4 0.1262880944 TRUE 0.9 3.55 4.45 2.321543 1 white ## 1715 1 4 0.1276486750 TRUE 0.9 3.55 4.45 2.322316 1 white ## 1716 1 4 0.1290342895 TRUE 0.9 3.55 4.45 2.323090 1 white ## 1717 1 4 0.1304226914 TRUE 0.9 3.55 4.45 2.323863 1 white ## 1718 1 4 0.1318394973 TRUE 0.9 3.55 4.45 2.324636 1 white ## 1719 1 4 0.1332589251 TRUE 0.9 3.55 4.45 2.325409 1 white ## 1720 1 4 0.1347056614 TRUE 0.9 3.55 4.45 2.326182 1 white ## 1721 1 4 0.1361574657 TRUE 0.9 3.55 4.45 2.326956 1 white ## 1722 1 4 0.1376346414 TRUE 0.9 3.55 4.45 2.327729 1 white ## 1723 1 4 0.1391197890 TRUE 0.9 3.55 4.45 2.328502 1 white ## 1724 1 4 0.1406281797 TRUE 0.9 3.55 4.45 2.329275 1 white ## 1725 1 4 0.1421475593 TRUE 0.9 3.55 4.45 2.330048 1 white ## 1726 1 4 0.1436878681 TRUE 0.9 3.55 4.45 2.330821 1 white ## 1727 1 4 0.1452422703 TRUE 0.9 3.55 4.45 2.331595 1 white ## 1728 1 4 0.1468151140 TRUE 0.9 3.55 4.45 2.332368 1 white ## 1729 1 4 0.1484052125 TRUE 0.9 3.55 4.45 2.333141 1 white ## 1730 1 4 0.1500111071 TRUE 0.9 3.55 4.45 2.333914 1 white ## 1731 1 4 0.1516374400 TRUE 0.9 3.55 4.45 2.334687 1 white ## 1732 1 4 0.1532767872 TRUE 0.9 3.55 4.45 2.335460 1 white ## 1733 1 4 0.1549397382 TRUE 0.9 3.55 4.45 2.336234 1 white ## 1734 1 4 0.1566128121 TRUE 0.9 3.55 4.45 2.337007 1 white ## 1735 1 4 0.1583125931 TRUE 0.9 3.55 4.45 2.337780 1 white ## 1736 1 4 0.1600195271 TRUE 0.9 3.55 4.45 2.338553 1 white ## 1737 1 4 0.1617561615 TRUE 0.9 3.55 4.45 2.339326 1 white ## 1738 1 4 0.1634969366 TRUE 0.9 3.55 4.45 2.340100 1 white ## 1739 1 4 0.1652702434 TRUE 0.9 3.55 4.45 2.340873 1 white ## 1740 1 4 0.1670465225 TRUE 0.9 3.55 4.45 2.341646 1 white ## 1741 1 4 0.1688542565 TRUE 0.9 3.55 4.45 2.342419 1 white ## 1742 1 4 0.1706667186 TRUE 0.9 3.55 4.45 2.343192 1 white ## 1743 1 4 0.1725072125 TRUE 0.9 3.55 4.45 2.343965 1 white ## 1744 1 4 0.1743551758 TRUE 0.9 3.55 4.45 2.344739 1 white ## 1745 1 4 0.1762276970 TRUE 0.9 3.55 4.45 2.345512 1 white ## 1746 1 4 0.1781102344 TRUE 0.9 3.55 4.45 2.346285 1 white ## 1747 1 4 0.1800138513 TRUE 0.9 3.55 4.45 2.347058 1 white ## 1748 1 4 0.1819297818 TRUE 0.9 3.55 4.45 2.347831 1 white ## 1749 1 4 0.1838633584 TRUE 0.9 3.55 4.45 2.348604 1 white ## 1750 1 4 0.1858112398 TRUE 0.9 3.55 4.45 2.349378 1 white ## 1751 1 4 0.1877734318 TRUE 0.9 3.55 4.45 2.350151 1 white ## 1752 1 4 0.1897515562 TRUE 0.9 3.55 4.45 2.350924 1 white ## 1753 1 4 0.1917408078 TRUE 0.9 3.55 4.45 2.351697 1 white ## 1754 1 4 0.1937471991 TRUE 0.9 3.55 4.45 2.352470 1 white ## 1755 1 4 0.1957617423 TRUE 0.9 3.55 4.45 2.353243 1 white ## 1756 1 4 0.1977941559 TRUE 0.9 3.55 4.45 2.354017 1 white ## 1757 1 4 0.1998320110 TRUE 0.9 3.55 4.45 2.354790 1 white ## 1758 1 4 0.2018879358 TRUE 0.9 3.55 4.45 2.355563 1 white ## 1759 1 4 0.2039469135 TRUE 0.9 3.55 4.45 2.356336 1 white ## 1760 1 4 0.2060235768 TRUE 0.9 3.55 4.45 2.357109 1 white ## 1761 1 4 0.2081018185 TRUE 0.9 3.55 4.45 2.357883 1 white ## 1762 1 4 0.2101956561 TRUE 0.9 3.55 4.45 2.358656 1 white ## 1763 1 4 0.2122911239 TRUE 0.9 3.55 4.45 2.359429 1 white ## 1764 1 4 0.2143983062 TRUE 0.9 3.55 4.45 2.360202 1 white ## 1765 1 4 0.2165076777 TRUE 0.9 3.55 4.45 2.360975 1 white ## 1766 1 4 0.2186252332 TRUE 0.9 3.55 4.45 2.361748 1 white ## 1767 1 4 0.2207449568 TRUE 0.9 3.55 4.45 2.362522 1 white ## 1768 1 4 0.2228697407 TRUE 0.9 3.55 4.45 2.363295 1 white ## 1769 1 4 0.2249960501 TRUE 0.9 3.55 4.45 2.364068 1 white ## 1770 1 4 0.2271247572 TRUE 0.9 3.55 4.45 2.364841 1 white ## 1771 1 4 0.2292536892 TRUE 0.9 3.55 4.45 2.365614 1 white ## 1772 1 4 0.2313828670 TRUE 0.9 3.55 4.45 2.366387 1 white ## 1773 1 4 0.2335102809 TRUE 0.9 3.55 4.45 2.367161 1 white ## 1774 1 4 0.2356363455 TRUE 0.9 3.55 4.45 2.367934 1 white ## 1775 1 4 0.2377579449 TRUE 0.9 3.55 4.45 2.368707 1 white ## 1776 1 4 0.2398771975 TRUE 0.9 3.55 4.45 2.369480 1 white ## 1777 1 4 0.2419885537 TRUE 0.9 3.55 4.45 2.370253 1 white ## 1778 1 4 0.2440971987 TRUE 0.9 3.55 4.45 2.371026 1 white ## 1779 1 4 0.2461937767 TRUE 0.9 3.55 4.45 2.371800 1 white ## 1780 1 4 0.2482879407 TRUE 0.9 3.55 4.45 2.372573 1 white ## 1781 1 4 0.2503651255 TRUE 0.9 3.55 4.45 2.373346 1 white ## 1782 1 4 0.2524406297 TRUE 0.9 3.55 4.45 2.374119 1 white ## 1783 1 4 0.2544940033 TRUE 0.9 3.55 4.45 2.374892 1 white ## 1784 1 4 0.2565447416 TRUE 0.9 3.55 4.45 2.375666 1 white ## 1785 1 4 0.2585717555 TRUE 0.9 3.55 4.45 2.376439 1 white ## 1786 1 4 0.2605930404 TRUE 0.9 3.55 4.45 2.377212 1 white ## 1787 1 4 0.2625897218 TRUE 0.9 3.55 4.45 2.377985 1 white ## 1788 1 4 0.2645768829 TRUE 0.9 3.55 4.45 2.378758 1 white ## 1789 1 4 0.2665392902 TRUE 0.9 3.55 4.45 2.379531 1 white ## 1790 1 4 0.2684877053 TRUE 0.9 3.55 4.45 2.380305 1 white ## 1791 1 4 0.2704119516 TRUE 0.9 3.55 4.45 2.381078 1 white ## 1792 1 4 0.2723170783 TRUE 0.9 3.55 4.45 2.381851 1 white ## 1793 1 4 0.2741993547 TRUE 0.9 3.55 4.45 2.382624 1 white ## 1794 1 4 0.2760567620 TRUE 0.9 3.55 4.45 2.383397 1 white ## 1795 1 4 0.2778933608 TRUE 0.9 3.55 4.45 2.384170 1 white ## 1796 1 4 0.2796987607 TRUE 0.9 3.55 4.45 2.384944 1 white ## 1797 1 4 0.2814860986 TRUE 0.9 3.55 4.45 2.385717 1 white ## 1798 1 4 0.2832353767 TRUE 0.9 3.55 4.45 2.386490 1 white ## 1799 1 4 0.2849700172 TRUE 0.9 3.55 4.45 2.387263 1 white ## 1800 1 4 0.2866592630 TRUE 0.9 3.55 4.45 2.388036 1 white ## 1801 1 4 0.2883379386 TRUE 0.9 3.55 4.45 2.388809 1 white ## 1802 1 4 0.2899634745 TRUE 0.9 3.55 4.45 2.389583 1 white ## 1803 1 4 0.2915831074 TRUE 0.9 3.55 4.45 2.390356 1 white ## 1804 1 4 0.2931415163 TRUE 0.9 3.55 4.45 2.391129 1 white ## 1805 1 4 0.2946942165 TRUE 0.9 3.55 4.45 2.391902 1 white ## 1806 1 4 0.2961873902 TRUE 0.9 3.55 4.45 2.392675 1 white ## 1807 1 4 0.2976694048 TRUE 0.9 3.55 4.45 2.393449 1 white ## 1808 1 4 0.2990956377 TRUE 0.9 3.55 4.45 2.394222 1 white ## 1809 1 4 0.3005042167 TRUE 0.9 3.55 4.45 2.394995 1 white ## 1810 1 4 0.3018613797 TRUE 0.9 3.55 4.45 2.395768 1 white ## 1811 1 4 0.3031941111 TRUE 0.9 3.55 4.45 2.396541 1 white ## 1812 1 4 0.3044803525 TRUE 0.9 3.55 4.45 2.397314 1 white ## 1813 1 4 0.3057351810 TRUE 0.9 3.55 4.45 2.398088 1 white ## 1814 1 4 0.3069489392 TRUE 0.9 3.55 4.45 2.398861 1 white ## 1815 1 4 0.3081241829 TRUE 0.9 3.55 4.45 2.399634 1 white ## 1816 1 4 0.3092641973 TRUE 0.9 3.55 4.45 2.400407 1 white ## 1817 1 4 0.3103585609 TRUE 0.9 3.55 4.45 2.401180 1 white ## 1818 1 4 0.3114238810 TRUE 0.9 3.55 4.45 2.401953 1 white ## 1819 1 4 0.3124364666 TRUE 0.9 3.55 4.45 2.402727 1 white ## 1820 1 4 0.3134264584 TRUE 0.9 3.55 4.45 2.403500 1 white ## 1821 1 4 0.3143567731 TRUE 0.9 3.55 4.45 2.404273 1 white ## 1822 1 4 0.3152711243 TRUE 0.9 3.55 4.45 2.405046 1 white ## 1823 1 4 0.3161190845 TRUE 0.9 3.55 4.45 2.405819 1 white ## 1824 1 4 0.3169578066 TRUE 0.9 3.55 4.45 2.406593 1 white ## 1825 1 4 0.3177237394 TRUE 0.9 3.55 4.45 2.407366 1 white ## 1826 1 4 0.3184830158 TRUE 0.9 3.55 4.45 2.408139 1 white ## 1827 1 4 0.3191718091 TRUE 0.9 3.55 4.45 2.408912 1 white ## 1828 1 4 0.3198499565 TRUE 0.9 3.55 4.45 2.409685 1 white ## 1829 1 4 0.3204650904 TRUE 0.9 3.55 4.45 2.410458 1 white ## 1830 1 4 0.3210633309 TRUE 0.9 3.55 4.45 2.411232 1 white ## 1831 1 4 0.3216060925 TRUE 0.9 3.55 4.45 2.412005 1 white ## 1832 1 4 0.3221260398 TRUE 0.9 3.55 4.45 2.412778 1 white ## 1833 1 4 0.3225980191 TRUE 0.9 3.55 4.45 2.413551 1 white ## 1834 1 4 0.3230416657 TRUE 0.9 3.55 4.45 2.414324 1 white ## 1835 1 4 0.3234447443 TRUE 0.9 3.55 4.45 2.415097 1 white ## 1836 1 4 0.3238144460 TRUE 0.9 3.55 4.45 2.415871 1 white ## 1837 1 4 0.3241507845 TRUE 0.9 3.55 4.45 2.416644 1 white ## 1838 1 4 0.3244492412 TRUE 0.9 3.55 4.45 2.417417 1 white ## 1839 1 4 0.3247212639 TRUE 0.9 3.55 4.45 2.418190 1 white ## 1840 1 4 0.3249514985 TRUE 0.9 3.55 4.45 2.418963 1 white ## 1841 1 4 0.3251618767 TRUE 0.9 3.55 4.45 2.419736 1 white ## 1842 1 4 0.3253272105 TRUE 0.9 3.55 4.45 2.420510 1 white ## 1843 1 4 0.3254788441 TRUE 0.9 3.55 4.45 2.421283 1 white ## 1844 1 4 0.3255828704 TRUE 0.9 3.55 4.45 2.422056 1 white ## 1845 1 4 0.3256788671 TRUE 0.9 3.55 4.45 2.422829 1 white ## 1846 1 4 0.3257254226 TRUE 0.9 3.55 4.45 2.423602 1 white ## 1847 1 4 0.3257674408 TRUE 0.9 3.55 4.45 2.424376 1 white ## 1848 1 4 0.3257622101 TRUE 0.9 3.55 4.45 2.425149 1 white ## 1849 1 4 0.3257514381 TRUE 0.9 3.55 4.45 2.425922 1 white ## 1850 1 4 0.3257009195 TRUE 0.9 3.55 4.45 2.426695 1 white ## 1851 1 4 0.3256416178 TRUE 0.9 3.55 4.45 2.427468 1 white ## 1852 1 4 0.3255495225 TRUE 0.9 3.55 4.45 2.428241 1 white ## 1853 1 4 0.3254460886 TRUE 0.9 3.55 4.45 2.429015 1 white ## 1854 1 4 0.3253162161 TRUE 0.9 3.55 4.45 2.429788 1 white ## 1855 1 4 0.3251731489 TRUE 0.9 3.55 4.45 2.430561 1 white ## 1856 1 4 0.3250093605 TRUE 0.9 3.55 4.45 2.431334 1 white ## 1857 1 4 0.3248312248 TRUE 0.9 3.55 4.45 2.432107 1 white ## 1858 1 4 0.3246374170 TRUE 0.9 3.55 4.45 2.432880 1 white ## 1859 1 4 0.3244288067 TRUE 0.9 3.55 4.45 2.433654 1 white ## 1860 1 4 0.3242088841 TRUE 0.9 3.55 4.45 2.434427 1 white ## 1861 1 4 0.3239743859 TRUE 0.9 3.55 4.45 2.435200 1 white ## 1862 1 4 0.3237322349 TRUE 0.9 3.55 4.45 2.435973 1 white ## 1863 1 4 0.3234763922 TRUE 0.9 3.55 4.45 2.436746 1 white ## 1864 1 4 0.3232158535 TRUE 0.9 3.55 4.45 2.437519 1 white ## 1865 1 4 0.3229431308 TRUE 0.9 3.55 4.45 2.438293 1 white ## 1866 1 4 0.3226679742 TRUE 0.9 3.55 4.45 2.439066 1 white ## 1867 1 4 0.3223827221 TRUE 0.9 3.55 4.45 2.439839 1 white ## 1868 1 4 0.3220965372 TRUE 0.9 3.55 4.45 2.440612 1 white ## 1869 1 4 0.3218030425 TRUE 0.9 3.55 4.45 2.441385 1 white ## 1870 1 4 0.3215091485 TRUE 0.9 3.55 4.45 2.442159 1 white ## 1871 1 4 0.3212116676 TRUE 0.9 3.55 4.45 2.442932 1 white ## 1872 1 4 0.3209140457 TRUE 0.9 3.55 4.45 2.443705 1 white ## 1873 1 4 0.3206158185 TRUE 0.9 3.55 4.45 2.444478 1 white ## 1874 1 4 0.3203182322 TRUE 0.9 3.55 4.45 2.445251 1 white ## 1875 1 4 0.3200223106 TRUE 0.9 3.55 4.45 2.446024 1 white ## 1876 1 4 0.3197282785 TRUE 0.9 3.55 4.45 2.446798 1 white ## 1877 1 4 0.3194375073 TRUE 0.9 3.55 4.45 2.447571 1 white ## 1878 1 4 0.3191502772 TRUE 0.9 3.55 4.45 2.448344 1 white ## 1879 1 4 0.3188672759 TRUE 0.9 3.55 4.45 2.449117 1 white ## 1880 1 4 0.3185898022 TRUE 0.9 3.55 4.45 2.449890 1 white ## 1881 1 4 0.3183169497 TRUE 0.9 3.55 4.45 2.450663 1 white ## 1882 1 4 0.3180518726 TRUE 0.9 3.55 4.45 2.451437 1 white ## 1883 1 4 0.3177912929 TRUE 0.9 3.55 4.45 2.452210 1 white ## 1884 1 4 0.3175409212 TRUE 0.9 3.55 4.45 2.452983 1 white ## 1885 1 4 0.3172944715 TRUE 0.9 3.55 4.45 2.453756 1 white ## 1886 1 4 0.3170607682 TRUE 0.9 3.55 4.45 2.454529 1 white ## 1887 1 4 0.3168300290 TRUE 0.9 3.55 4.45 2.455303 1 white ## 1888 1 4 0.3166145995 TRUE 0.9 3.55 4.45 2.456076 1 white ## 1889 1 4 0.3164008669 TRUE 0.9 3.55 4.45 2.456849 1 white ## 1890 1 4 0.3162049508 TRUE 0.9 3.55 4.45 2.457622 1 white ## 1891 1 4 0.3160106915 TRUE 0.9 3.55 4.45 2.458395 1 white ## 1892 1 4 0.3158336964 TRUE 0.9 3.55 4.45 2.459168 1 white ## 1893 1 4 0.3156598964 TRUE 0.9 3.55 4.45 2.459942 1 white ## 1894 1 4 0.3155020441 TRUE 0.9 3.55 4.45 2.460715 1 white ## 1895 1 4 0.3153491203 TRUE 0.9 3.55 4.45 2.461488 1 white ## 1896 1 4 0.3152105346 TRUE 0.9 3.55 4.45 2.462261 1 white ## 1897 1 4 0.3150785326 TRUE 0.9 3.55 4.45 2.463034 1 white ## 1898 1 4 0.3149590467 TRUE 0.9 3.55 4.45 2.463807 1 white ## 1899 1 4 0.3148476460 TRUE 0.9 3.55 4.45 2.464581 1 white ## 1900 1 4 0.3147468073 TRUE 0.9 3.55 4.45 2.465354 1 white ## 1901 1 4 0.3146553295 TRUE 0.9 3.55 4.45 2.466127 1 white ## 1902 1 4 0.3145724069 TRUE 0.9 3.55 4.45 2.466900 1 white ## 1903 1 4 0.3144998259 TRUE 0.9 3.55 4.45 2.467673 1 white ## 1904 1 4 0.3144338187 TRUE 0.9 3.55 4.45 2.468446 1 white ## 1905 1 4 0.3143787749 TRUE 0.9 3.55 4.45 2.469220 1 white ## 1906 1 4 0.3143284238 TRUE 0.9 3.55 4.45 2.469993 1 white ## 1907 1 4 0.3142892399 TRUE 0.9 3.55 4.45 2.470766 1 white ## 1908 1 4 0.3142530395 TRUE 0.9 3.55 4.45 2.471539 1 white ## 1909 1 4 0.3142277387 TRUE 0.9 3.55 4.45 2.472312 1 white ## 1910 1 4 0.3142039516 TRUE 0.9 3.55 4.45 2.473086 1 white ## 1911 1 4 0.3141902785 TRUE 0.9 3.55 4.45 2.473859 1 white ## 1912 1 4 0.3141774150 TRUE 0.9 3.55 4.45 2.474632 1 white ## 1913 1 4 0.3141723942 TRUE 0.9 3.55 4.45 2.475405 1 white ## 1914 1 4 0.3141682377 TRUE 0.9 3.55 4.45 2.476178 1 white ## 1915 1 4 0.3141691889 TRUE 0.9 3.55 4.45 2.476951 1 white ## 1916 1 4 0.3141709520 TRUE 0.9 3.55 4.45 2.477725 1 white ## 1917 1 4 0.3141753783 TRUE 0.9 3.55 4.45 2.478498 1 white ## 1918 1 4 0.3141800741 TRUE 0.9 3.55 4.45 2.479271 1 white ## 1919 1 4 0.3141853360 TRUE 0.9 3.55 4.45 2.480044 1 white ## 1920 1 4 0.3141898056 TRUE 0.9 3.55 4.45 2.480817 1 white ## 1921 1 4 0.3141931416 TRUE 0.9 3.55 4.45 2.481590 1 white ## 1922 1 4 0.3141940819 TRUE 0.9 3.55 4.45 2.482364 1 white ## 1923 1 4 0.3141926295 TRUE 0.9 3.55 4.45 2.483137 1 white ## 1924 1 4 0.3141866220 TRUE 0.9 3.55 4.45 2.483910 1 white ## 1925 1 4 0.3141774386 TRUE 0.9 3.55 4.45 2.484683 1 white ## 1926 1 4 0.3141609782 TRUE 0.9 3.55 4.45 2.485456 1 white ## 1927 1 4 0.3141410632 TRUE 0.9 3.55 4.45 2.486229 1 white ## 1928 1 4 0.3141105871 TRUE 0.9 3.55 4.45 2.487003 1 white ## 1929 1 4 0.3140769026 TRUE 0.9 3.55 4.45 2.487776 1 white ## 1930 1 4 0.3140288194 TRUE 0.9 3.55 4.45 2.488549 1 white ## 1931 1 4 0.3139783118 TRUE 0.9 3.55 4.45 2.489322 1 white ## 1932 1 4 0.3139090297 TRUE 0.9 3.55 4.45 2.490095 1 white ## 1933 1 4 0.3138378794 TRUE 0.9 3.55 4.45 2.490869 1 white ## 1934 1 4 0.3137446049 TRUE 0.9 3.55 4.45 2.491642 1 white ## 1935 1 4 0.3136481593 TRUE 0.9 3.55 4.45 2.492415 1 white ## 1936 1 4 0.3135290114 TRUE 0.9 3.55 4.45 2.493188 1 white ## 1937 1 4 0.3134037762 TRUE 0.9 3.55 4.45 2.493961 1 white ## 1938 1 4 0.3132558405 TRUE 0.9 3.55 4.45 2.494734 1 white ## 1939 1 4 0.3130984077 TRUE 0.9 3.55 4.45 2.495508 1 white ## 1940 1 4 0.3129188518 TRUE 0.9 3.55 4.45 2.496281 1 white ## 1941 1 4 0.3127259238 TRUE 0.9 3.55 4.45 2.497054 1 white ## 1942 1 4 0.3125120140 TRUE 0.9 3.55 4.45 2.497827 1 white ## 1943 1 4 0.3122804261 TRUE 0.9 3.55 4.45 2.498600 1 white ## 1944 1 4 0.3120295436 TRUE 0.9 3.55 4.45 2.499373 1 white ## 1945 1 4 0.3117562847 TRUE 0.9 3.55 4.45 2.500147 1 white ## 1946 1 4 0.3114659398 TRUE 0.9 3.55 4.45 2.500920 1 white ## 1947 1 4 0.3111481714 TRUE 0.9 3.55 4.45 2.501693 1 white ## 1948 1 4 0.3108160175 TRUE 0.9 3.55 4.45 2.502466 1 white ## 1949 1 4 0.3104510908 TRUE 0.9 3.55 4.45 2.503239 1 white ## 1950 1 4 0.3100749358 TRUE 0.9 3.55 4.45 2.504012 1 white ## 1951 1 4 0.3096604070 TRUE 0.9 3.55 4.45 2.504786 1 white ## 1952 1 4 0.3092382243 TRUE 0.9 3.55 4.45 2.505559 1 white ## 1953 1 4 0.3087718675 TRUE 0.9 3.55 4.45 2.506332 1 white ## 1954 1 4 0.3083012353 TRUE 0.9 3.55 4.45 2.507105 1 white ## 1955 1 4 0.3077816232 TRUE 0.9 3.55 4.45 2.507878 1 white ## 1956 1 4 0.3072568881 TRUE 0.9 3.55 4.45 2.508652 1 white ## 1957 1 4 0.3066862453 TRUE 0.9 3.55 4.45 2.509425 1 white ## 1958 1 4 0.3061056993 TRUE 0.9 3.55 4.45 2.510198 1 white ## 1959 1 4 0.3054827377 TRUE 0.9 3.55 4.45 2.510971 1 white ## 1960 1 4 0.3048449187 TRUE 0.9 3.55 4.45 2.511744 1 white ## 1961 1 4 0.3041685473 TRUE 0.9 3.55 4.45 2.512517 1 white ## 1962 1 4 0.3034722430 TRUE 0.9 3.55 4.45 2.513291 1 white ## 1963 1 4 0.3027415692 TRUE 0.9 3.55 4.45 2.514064 1 white ## 1964 1 4 0.3019858192 TRUE 0.9 3.55 4.45 2.514837 1 white ## 1965 1 4 0.3012001497 TRUE 0.9 3.55 4.45 2.515610 1 white ## 1966 1 4 0.3003842457 TRUE 0.9 3.55 4.45 2.516383 1 white ## 1967 1 4 0.2995430855 TRUE 0.9 3.55 4.45 2.517156 1 white ## 1968 1 4 0.2986665689 TRUE 0.9 3.55 4.45 2.517930 1 white ## 1969 1 4 0.2977696196 TRUE 0.9 3.55 4.45 2.518703 1 white ## 1970 1 4 0.2968322783 TRUE 0.9 3.55 4.45 2.519476 1 white ## 1971 1 4 0.2958794344 TRUE 0.9 3.55 4.45 2.520249 1 white ## 1972 1 4 0.2948812975 TRUE 0.9 3.55 4.45 2.521022 1 white ## 1973 1 4 0.2938726424 TRUE 0.9 3.55 4.45 2.521796 1 white ## 1974 1 4 0.2928139730 TRUE 0.9 3.55 4.45 2.522569 1 white ## 1975 1 4 0.2917497732 TRUE 0.9 3.55 4.45 2.523342 1 white ## 1976 1 4 0.2906310603 TRUE 0.9 3.55 4.45 2.524115 1 white ## 1977 1 4 0.2895074973 TRUE 0.9 3.55 4.45 2.524888 1 white ## 1978 1 4 0.2883337083 TRUE 0.9 3.55 4.45 2.525661 1 white ## 1979 1 4 0.2871509432 TRUE 0.9 3.55 4.45 2.526435 1 white ## 1980 1 4 0.2859234410 TRUE 0.9 3.55 4.45 2.527208 1 white ## 1981 1 4 0.2846824254 TRUE 0.9 3.55 4.45 2.527981 1 white ## 1982 1 4 0.2834021378 TRUE 0.9 3.55 4.45 2.528754 1 white ## 1983 1 4 0.2821040140 TRUE 0.9 3.55 4.45 2.529527 1 white ## 1984 1 4 0.2807720123 TRUE 0.9 3.55 4.45 2.530300 1 white ## 1985 1 4 0.2794181003 TRUE 0.9 3.55 4.45 2.531074 1 white ## 1986 1 4 0.2780355900 TRUE 0.9 3.55 4.45 2.531847 1 white ## 1987 1 4 0.2766273742 TRUE 0.9 3.55 4.45 2.532620 1 white ## 1988 1 4 0.2751956845 TRUE 0.9 3.55 4.45 2.533393 1 white ## 1989 1 4 0.2737348000 TRUE 0.9 3.55 4.45 2.534166 1 white ## 1990 1 4 0.2722553736 TRUE 0.9 3.55 4.45 2.534939 1 white ## 1991 1 4 0.2707435917 TRUE 0.9 3.55 4.45 2.535713 1 white ## 1992 1 4 0.2692179745 TRUE 0.9 3.55 4.45 2.536486 1 white ## 1993 1 4 0.2676571888 TRUE 0.9 3.55 4.45 2.537259 1 white ## 1994 1 4 0.2660870189 TRUE 0.9 3.55 4.45 2.538032 1 white ## 1995 1 4 0.2644792308 TRUE 0.9 3.55 4.45 2.538805 1 white ## 1996 1 4 0.2628662282 TRUE 0.9 3.55 4.45 2.539579 1 white ## 1997 1 4 0.2612135325 TRUE 0.9 3.55 4.45 2.540352 1 white ## 1998 1 4 0.2595572923 TRUE 0.9 3.55 4.45 2.541125 1 white ## 1999 1 4 0.2578640600 TRUE 0.9 3.55 4.45 2.541898 1 white ## 2000 1 4 0.2561654234 TRUE 0.9 3.55 4.45 2.542671 1 white ## 2001 1 4 0.2544349061 TRUE 0.9 3.55 4.45 2.543444 1 white ## 2002 1 4 0.2526961250 TRUE 0.9 3.55 4.45 2.544218 1 white ## 2003 1 4 0.2509302677 TRUE 0.9 3.55 4.45 2.544991 1 white ## 2004 1 4 0.2491536433 TRUE 0.9 3.55 4.45 2.545764 1 white ## 2005 1 4 0.2473544232 TRUE 0.9 3.55 4.45 2.546537 1 white ## 2006 1 4 0.2455422937 TRUE 0.9 3.55 4.45 2.547310 1 white ## 2007 1 4 0.2437117113 TRUE 0.9 3.55 4.45 2.548083 1 white ## 2008 1 4 0.2418664402 TRUE 0.9 3.55 4.45 2.548857 1 white ## 2009 1 4 0.2400065107 TRUE 0.9 3.55 4.45 2.549630 1 white ## 2010 1 4 0.2381304759 TRUE 0.9 3.55 4.45 2.550403 1 white ## 2011 1 4 0.2362432218 TRUE 0.9 3.55 4.45 2.551176 1 white ## 2012 1 4 0.2343388049 TRUE 0.9 3.55 4.45 2.551949 1 white ## 2013 1 4 0.2324262483 TRUE 0.9 3.55 4.45 2.552722 1 white ## 2014 1 4 0.2304958258 TRUE 0.9 3.55 4.45 2.553496 1 white ## 2015 1 4 0.2285599819 TRUE 0.9 3.55 4.45 2.554269 1 white ## 2016 1 4 0.2266059161 TRUE 0.9 3.55 4.45 2.555042 1 white ## 2017 1 4 0.2246487871 TRUE 0.9 3.55 4.45 2.555815 1 white ## 2018 1 4 0.2226734187 TRUE 0.9 3.55 4.45 2.556588 1 white ## 2019 1 4 0.2206964010 TRUE 0.9 3.55 4.45 2.557362 1 white ## 2020 1 4 0.2187026298 TRUE 0.9 3.55 4.45 2.558135 1 white ## 2021 1 4 0.2167069669 TRUE 0.9 3.55 4.45 2.558908 1 white ## 2022 1 4 0.2146977874 TRUE 0.9 3.55 4.45 2.559681 1 white ## 2023 1 4 0.2126857490 TRUE 0.9 3.55 4.45 2.560454 1 white ## 2024 1 4 0.2106630627 TRUE 0.9 3.55 4.45 2.561227 1 white ## 2025 1 4 0.2086368780 TRUE 0.9 3.55 4.45 2.562001 1 white ## 2026 1 4 0.2066025518 TRUE 0.9 3.55 4.45 2.562774 1 white ## 2027 1 4 0.2045644052 TRUE 0.9 3.55 4.45 2.563547 1 white ## 2028 1 4 0.2025202692 TRUE 0.9 3.55 4.45 2.564320 1 white ## 2029 1 4 0.2004722974 TRUE 0.9 3.55 4.45 2.565093 1 white ## 2030 1 4 0.1984201426 TRUE 0.9 3.55 4.45 2.565866 1 white ## 2031 1 4 0.1963644322 TRUE 0.9 3.55 4.45 2.566640 1 white ## 2032 1 4 0.1943060091 TRUE 0.9 3.55 4.45 2.567413 1 white ## 2033 1 4 0.1922445945 TRUE 0.9 3.55 4.45 2.568186 1 white ## 2034 1 4 0.1901816121 TRUE 0.9 3.55 4.45 2.568959 1 white ## 2035 1 4 0.1881164747 TRUE 0.9 3.55 4.45 2.569732 1 white ## 2036 1 4 0.1860505998 TRUE 0.9 3.55 4.45 2.570506 1 white ## 2037 1 4 0.1839836672 TRUE 0.9 3.55 4.45 2.571279 1 white ## 2038 1 4 0.1819165239 TRUE 0.9 3.55 4.45 2.572052 1 white ## 2039 1 4 0.1798496700 TRUE 0.9 3.55 4.45 2.572825 1 white ## 2040 1 4 0.1777828620 TRUE 0.9 3.55 4.45 2.573598 1 white ## 2041 1 4 0.1757178856 TRUE 0.9 3.55 4.45 2.574371 1 white ## 2042 1 4 0.1736532464 TRUE 0.9 3.55 4.45 2.575145 1 white ## 2043 1 4 0.1715916218 TRUE 0.9 3.55 4.45 2.575918 1 white ## 2044 1 4 0.1695309085 TRUE 0.9 3.55 4.45 2.576691 1 white ## 2045 1 4 0.1674740934 TRUE 0.9 3.55 4.45 2.577464 1 white ## 2046 1 4 0.1654190119 TRUE 0.9 3.55 4.45 2.578237 1 white ## 2047 1 4 0.1633684244 TRUE 0.9 3.55 4.45 2.579010 1 white ## 2048 1 4 0.1613206308 TRUE 0.9 3.55 4.45 2.579784 1 white ## 2049 1 5 0.1116100937 TRUE 0.9 4.55 5.45 2.198657 1 white ## 2050 1 5 0.1124249683 TRUE 0.9 4.55 5.45 2.199280 1 white ## 2051 1 5 0.1132336415 TRUE 0.9 4.55 5.45 2.199904 1 white ## 2052 1 5 0.1140370144 TRUE 0.9 4.55 5.45 2.200527 1 white ## 2053 1 5 0.1148358876 TRUE 0.9 4.55 5.45 2.201151 1 white ## 2054 1 5 0.1156273294 TRUE 0.9 4.55 5.45 2.201774 1 white ## 2055 1 5 0.1164161203 TRUE 0.9 4.55 5.45 2.202397 1 white ## 2056 1 5 0.1171952392 TRUE 0.9 4.55 5.45 2.203021 1 white ## 2057 1 5 0.1179736854 TRUE 0.9 4.55 5.45 2.203644 1 white ## 2058 1 5 0.1187401280 TRUE 0.9 4.55 5.45 2.204267 1 white ## 2059 1 5 0.1195065706 TRUE 0.9 4.55 5.45 2.204891 1 white ## 2060 1 5 0.1202614377 TRUE 0.9 4.55 5.45 2.205514 1 white ## 2061 1 5 0.1210148892 TRUE 0.9 4.55 5.45 2.206137 1 white ## 2062 1 5 0.1217586687 TRUE 0.9 4.55 5.45 2.206761 1 white ## 2063 1 5 0.1224988529 TRUE 0.9 4.55 5.45 2.207384 1 white ## 2064 1 5 0.1232313800 TRUE 0.9 4.55 5.45 2.208008 1 white ## 2065 1 5 0.1239580589 TRUE 0.9 4.55 5.45 2.208631 1 white ## 2066 1 5 0.1246791884 TRUE 0.9 4.55 5.45 2.209254 1 white ## 2067 1 5 0.1253921626 TRUE 0.9 4.55 5.45 2.209878 1 white ## 2068 1 5 0.1261017686 TRUE 0.9 4.55 5.45 2.210501 1 white ## 2069 1 5 0.1268008761 TRUE 0.9 4.55 5.45 2.211124 1 white ## 2070 1 5 0.1274988523 TRUE 0.9 4.55 5.45 2.211748 1 white ## 2071 1 5 0.1281839683 TRUE 0.9 4.55 5.45 2.212371 1 white ## 2072 1 5 0.1288690843 TRUE 0.9 4.55 5.45 2.212994 1 white ## 2073 1 5 0.1295412632 TRUE 0.9 4.55 5.45 2.213618 1 white ## 2074 1 5 0.1302122991 TRUE 0.9 4.55 5.45 2.214241 1 white ## 2075 1 5 0.1308726389 TRUE 0.9 4.55 5.45 2.214865 1 white ## 2076 1 5 0.1315295413 TRUE 0.9 4.55 5.45 2.215488 1 white ## 2077 1 5 0.1321780263 TRUE 0.9 4.55 5.45 2.216111 1 white ## 2078 1 5 0.1328207761 TRUE 0.9 4.55 5.45 2.216735 1 white ## 2079 1 5 0.1334574076 TRUE 0.9 4.55 5.45 2.217358 1 white ## 2080 1 5 0.1340860184 TRUE 0.9 4.55 5.45 2.217981 1 white ## 2081 1 5 0.1347108142 TRUE 0.9 4.55 5.45 2.218605 1 white ## 2082 1 5 0.1353253313 TRUE 0.9 4.55 5.45 2.219228 1 white ## 2083 1 5 0.1359383253 TRUE 0.9 4.55 5.45 2.219851 1 white ## 2084 1 5 0.1365388241 TRUE 0.9 4.55 5.45 2.220475 1 white ## 2085 1 5 0.1371393230 TRUE 0.9 4.55 5.45 2.221098 1 white ## 2086 1 5 0.1377266504 TRUE 0.9 4.55 5.45 2.221722 1 white ## 2087 1 5 0.1383132349 TRUE 0.9 4.55 5.45 2.222345 1 white ## 2088 1 5 0.1388890054 TRUE 0.9 4.55 5.45 2.222968 1 white ## 2089 1 5 0.1394618067 TRUE 0.9 4.55 5.45 2.223592 1 white ## 2090 1 5 0.1400261246 TRUE 0.9 4.55 5.45 2.224215 1 white ## 2091 1 5 0.1405852990 TRUE 0.9 4.55 5.45 2.224838 1 white ## 2092 1 5 0.1411382809 TRUE 0.9 4.55 5.45 2.225462 1 white ## 2093 1 5 0.1416840084 TRUE 0.9 4.55 5.45 2.226085 1 white ## 2094 1 5 0.1422257827 TRUE 0.9 4.55 5.45 2.226708 1 white ## 2095 1 5 0.1427582653 TRUE 0.9 4.55 5.45 2.227332 1 white ## 2096 1 5 0.1432889712 TRUE 0.9 4.55 5.45 2.227955 1 white ## 2097 1 5 0.1438084314 TRUE 0.9 4.55 5.45 2.228579 1 white ## 2098 1 5 0.1443278916 TRUE 0.9 4.55 5.45 2.229202 1 white ## 2099 1 5 0.1448348976 TRUE 0.9 4.55 5.45 2.229825 1 white ## 2100 1 5 0.1453415764 TRUE 0.9 4.55 5.45 2.230449 1 white ## 2101 1 5 0.1458380817 TRUE 0.9 4.55 5.45 2.231072 1 white ## 2102 1 5 0.1463322372 TRUE 0.9 4.55 5.45 2.231695 1 white ## 2103 1 5 0.1468184265 TRUE 0.9 4.55 5.45 2.232319 1 white ## 2104 1 5 0.1473003324 TRUE 0.9 4.55 5.45 2.232942 1 white ## 2105 1 5 0.1477763975 TRUE 0.9 4.55 5.45 2.233565 1 white ## 2106 1 5 0.1482463416 TRUE 0.9 4.55 5.45 2.234189 1 white ## 2107 1 5 0.1487124811 TRUE 0.9 4.55 5.45 2.234812 1 white ## 2108 1 5 0.1491707638 TRUE 0.9 4.55 5.45 2.235436 1 white ## 2109 1 5 0.1496271828 TRUE 0.9 4.55 5.45 2.236059 1 white ## 2110 1 5 0.1500741161 TRUE 0.9 4.55 5.45 2.236682 1 white ## 2111 1 5 0.1505210253 TRUE 0.9 4.55 5.45 2.237306 1 white ## 2112 1 5 0.1509569314 TRUE 0.9 4.55 5.45 2.237929 1 white ## 2113 1 5 0.1513928376 TRUE 0.9 4.55 5.45 2.238552 1 white ## 2114 1 5 0.1518197578 TRUE 0.9 4.55 5.45 2.239176 1 white ## 2115 1 5 0.1522449684 TRUE 0.9 4.55 5.45 2.239799 1 white ## 2116 1 5 0.1526631568 TRUE 0.9 4.55 5.45 2.240422 1 white ## 2117 1 5 0.1530780120 TRUE 0.9 4.55 5.45 2.241046 1 white ## 2118 1 5 0.1534877025 TRUE 0.9 4.55 5.45 2.241669 1 white ## 2119 1 5 0.1538925502 TRUE 0.9 4.55 5.45 2.242293 1 white ## 2120 1 5 0.1542939807 TRUE 0.9 4.55 5.45 2.242916 1 white ## 2121 1 5 0.1546891763 TRUE 0.9 4.55 5.45 2.243539 1 white ## 2122 1 5 0.1550825882 TRUE 0.9 4.55 5.45 2.244163 1 white ## 2123 1 5 0.1554684941 TRUE 0.9 4.55 5.45 2.244786 1 white ## 2124 1 5 0.1558541327 TRUE 0.9 4.55 5.45 2.245409 1 white ## 2125 1 5 0.1562311181 TRUE 0.9 4.55 5.45 2.246033 1 white ## 2126 1 5 0.1566081036 TRUE 0.9 4.55 5.45 2.246656 1 white ## 2127 1 5 0.1569776732 TRUE 0.9 4.55 5.45 2.247279 1 white ## 2128 1 5 0.1573461145 TRUE 0.9 4.55 5.45 2.247903 1 white ## 2129 1 5 0.1577087950 TRUE 0.9 4.55 5.45 2.248526 1 white ## 2130 1 5 0.1580690755 TRUE 0.9 4.55 5.45 2.249150 1 white ## 2131 1 5 0.1584251303 TRUE 0.9 4.55 5.45 2.249773 1 white ## 2132 1 5 0.1587776411 TRUE 0.9 4.55 5.45 2.250396 1 white ## 2133 1 5 0.1591273377 TRUE 0.9 4.55 5.45 2.251020 1 white ## 2134 1 5 0.1594724782 TRUE 0.9 4.55 5.45 2.251643 1 white ## 2135 1 5 0.1598160884 TRUE 0.9 4.55 5.45 2.252266 1 white ## 2136 1 5 0.1601542668 TRUE 0.9 4.55 5.45 2.252890 1 white ## 2137 1 5 0.1604920672 TRUE 0.9 4.55 5.45 2.253513 1 white ## 2138 1 5 0.1608237019 TRUE 0.9 4.55 5.45 2.254136 1 white ## 2139 1 5 0.1611553366 TRUE 0.9 4.55 5.45 2.254760 1 white ## 2140 1 5 0.1614814947 TRUE 0.9 4.55 5.45 2.255383 1 white ## 2141 1 5 0.1618070152 TRUE 0.9 4.55 5.45 2.256007 1 white ## 2142 1 5 0.1621283739 TRUE 0.9 4.55 5.45 2.256630 1 white ## 2143 1 5 0.1624482220 TRUE 0.9 4.55 5.45 2.257253 1 white ## 2144 1 5 0.1627650879 TRUE 0.9 4.55 5.45 2.257877 1 white ## 2145 1 5 0.1630797192 TRUE 0.9 4.55 5.45 2.258500 1 white ## 2146 1 5 0.1633924065 TRUE 0.9 4.55 5.45 2.259123 1 white ## 2147 1 5 0.1637022920 TRUE 0.9 4.55 5.45 2.259747 1 white ## 2148 1 5 0.1640111233 TRUE 0.9 4.55 5.45 2.260370 1 white ## 2149 1 5 0.1643167507 TRUE 0.9 4.55 5.45 2.260993 1 white ## 2150 1 5 0.1646220573 TRUE 0.9 4.55 5.45 2.261617 1 white ## 2151 1 5 0.1649239332 TRUE 0.9 4.55 5.45 2.262240 1 white ## 2152 1 5 0.1652258091 TRUE 0.9 4.55 5.45 2.262864 1 white ## 2153 1 5 0.1655247069 TRUE 0.9 4.55 5.45 2.263487 1 white ## 2154 1 5 0.1658233581 TRUE 0.9 4.55 5.45 2.264110 1 white ## 2155 1 5 0.1661199717 TRUE 0.9 4.55 5.45 2.264734 1 white ## 2156 1 5 0.1664159471 TRUE 0.9 4.55 5.45 2.265357 1 white ## 2157 1 5 0.1667106620 TRUE 0.9 4.55 5.45 2.265980 1 white ## 2158 1 5 0.1670045345 TRUE 0.9 4.55 5.45 2.266604 1 white ## 2159 1 5 0.1672977490 TRUE 0.9 4.55 5.45 2.267227 1 white ## 2160 1 5 0.1675901172 TRUE 0.9 4.55 5.45 2.267850 1 white ## 2161 1 5 0.1678822436 TRUE 0.9 4.55 5.45 2.268474 1 white ## 2162 1 5 0.1681737335 TRUE 0.9 4.55 5.45 2.269097 1 white ## 2163 1 5 0.1684651982 TRUE 0.9 4.55 5.45 2.269721 1 white ## 2164 1 5 0.1687564650 TRUE 0.9 4.55 5.45 2.270344 1 white ## 2165 1 5 0.1690477318 TRUE 0.9 4.55 5.45 2.270967 1 white ## 2166 1 5 0.1693394386 TRUE 0.9 4.55 5.45 2.271591 1 white ## 2167 1 5 0.1696311680 TRUE 0.9 4.55 5.45 2.272214 1 white ## 2168 1 5 0.1699238290 TRUE 0.9 4.55 5.45 2.272837 1 white ## 2169 1 5 0.1702167388 TRUE 0.9 4.55 5.45 2.273461 1 white ## 2170 1 5 0.1705108600 TRUE 0.9 4.55 5.45 2.274084 1 white ## 2171 1 5 0.1708057013 TRUE 0.9 4.55 5.45 2.274707 1 white ## 2172 1 5 0.1711018065 TRUE 0.9 4.55 5.45 2.275331 1 white ## 2173 1 5 0.1713993649 TRUE 0.9 4.55 5.45 2.275954 1 white ## 2174 1 5 0.1716979958 TRUE 0.9 4.55 5.45 2.276578 1 white ## 2175 1 5 0.1719990920 TRUE 0.9 4.55 5.45 2.277201 1 white ## 2176 1 5 0.1723008085 TRUE 0.9 4.55 5.45 2.277824 1 white ## 2177 1 5 0.1726062993 TRUE 0.9 4.55 5.45 2.278448 1 white ## 2178 1 5 0.1729117902 TRUE 0.9 4.55 5.45 2.279071 1 white ## 2179 1 5 0.1732224581 TRUE 0.9 4.55 5.45 2.279694 1 white ## 2180 1 5 0.1735332365 TRUE 0.9 4.55 5.45 2.280318 1 white ## 2181 1 5 0.1738490946 TRUE 0.9 4.55 5.45 2.280941 1 white ## 2182 1 5 0.1741660900 TRUE 0.9 4.55 5.45 2.281564 1 white ## 2183 1 5 0.1744877900 TRUE 0.9 4.55 5.45 2.282188 1 white ## 2184 1 5 0.1748119678 TRUE 0.9 4.55 5.45 2.282811 1 white ## 2185 1 5 0.1751401799 TRUE 0.9 4.55 5.45 2.283435 1 white ## 2186 1 5 0.1754725412 TRUE 0.9 4.55 5.45 2.284058 1 white ## 2187 1 5 0.1758079534 TRUE 0.9 4.55 5.45 2.284681 1 white ## 2188 1 5 0.1761495336 TRUE 0.9 4.55 5.45 2.285305 1 white ## 2189 1 5 0.1764928516 TRUE 0.9 4.55 5.45 2.285928 1 white ## 2190 1 5 0.1768447199 TRUE 0.9 4.55 5.45 2.286551 1 white ## 2191 1 5 0.1771966664 TRUE 0.9 4.55 5.45 2.287175 1 white ## 2192 1 5 0.1775599234 TRUE 0.9 4.55 5.45 2.287798 1 white ## 2193 1 5 0.1779231803 TRUE 0.9 4.55 5.45 2.288421 1 white ## 2194 1 5 0.1782970137 TRUE 0.9 4.55 5.45 2.289045 1 white ## 2195 1 5 0.1786727895 TRUE 0.9 4.55 5.45 2.289668 1 white ## 2196 1 5 0.1790579035 TRUE 0.9 4.55 5.45 2.290292 1 white ## 2197 1 5 0.1794473557 TRUE 0.9 4.55 5.45 2.290915 1 white ## 2198 1 5 0.1798445454 TRUE 0.9 4.55 5.45 2.291538 1 white ## 2199 1 5 0.1802488557 TRUE 0.9 4.55 5.45 2.292162 1 white ## 2200 1 5 0.1806589274 TRUE 0.9 4.55 5.45 2.292785 1 white ## 2201 1 5 0.1810792985 TRUE 0.9 4.55 5.45 2.293408 1 white ## 2202 1 5 0.1815030686 TRUE 0.9 4.55 5.45 2.294032 1 white ## 2203 1 5 0.1819407207 TRUE 0.9 4.55 5.45 2.294655 1 white ## 2204 1 5 0.1823790144 TRUE 0.9 4.55 5.45 2.295278 1 white ## 2205 1 5 0.1828351809 TRUE 0.9 4.55 5.45 2.295902 1 white ## 2206 1 5 0.1832913474 TRUE 0.9 4.55 5.45 2.296525 1 white ## 2207 1 5 0.1837647539 TRUE 0.9 4.55 5.45 2.297149 1 white ## 2208 1 5 0.1842406771 TRUE 0.9 4.55 5.45 2.297772 1 white ## 2209 1 5 0.1847315246 TRUE 0.9 4.55 5.45 2.298395 1 white ## 2210 1 5 0.1852284506 TRUE 0.9 4.55 5.45 2.299019 1 white ## 2211 1 5 0.1857375807 TRUE 0.9 4.55 5.45 2.299642 1 white ## 2212 1 5 0.1862567547 TRUE 0.9 4.55 5.45 2.300265 1 white ## 2213 1 5 0.1867850063 TRUE 0.9 4.55 5.45 2.300889 1 white ## 2214 1 5 0.1873276664 TRUE 0.9 4.55 5.45 2.301512 1 white ## 2215 1 5 0.1878758738 TRUE 0.9 4.55 5.45 2.302135 1 white ## 2216 1 5 0.1884432456 TRUE 0.9 4.55 5.45 2.302759 1 white ## 2217 1 5 0.1890122358 TRUE 0.9 4.55 5.45 2.303382 1 white ## 2218 1 5 0.1896055261 TRUE 0.9 4.55 5.45 2.304006 1 white ## 2219 1 5 0.1901988164 TRUE 0.9 4.55 5.45 2.304629 1 white ## 2220 1 5 0.1908165076 TRUE 0.9 4.55 5.45 2.305252 1 white ## 2221 1 5 0.1914368978 TRUE 0.9 4.55 5.45 2.305876 1 white ## 2222 1 5 0.1920781464 TRUE 0.9 4.55 5.45 2.306499 1 white ## 2223 1 5 0.1927267859 TRUE 0.9 4.55 5.45 2.307122 1 white ## 2224 1 5 0.1933923465 TRUE 0.9 4.55 5.45 2.307746 1 white ## 2225 1 5 0.1940703460 TRUE 0.9 4.55 5.45 2.308369 1 white ## 2226 1 5 0.1947609502 TRUE 0.9 4.55 5.45 2.308992 1 white ## 2227 1 5 0.1954693741 TRUE 0.9 4.55 5.45 2.309616 1 white ## 2228 1 5 0.1961857282 TRUE 0.9 4.55 5.45 2.310239 1 white ## 2229 1 5 0.1969255882 TRUE 0.9 4.55 5.45 2.310863 1 white ## 2230 1 5 0.1976683703 TRUE 0.9 4.55 5.45 2.311486 1 white ## 2231 1 5 0.1984406173 TRUE 0.9 4.55 5.45 2.312109 1 white ## 2232 1 5 0.1992128642 TRUE 0.9 4.55 5.45 2.312733 1 white ## 2233 1 5 0.2000159925 TRUE 0.9 4.55 5.45 2.313356 1 white ## 2234 1 5 0.2008215098 TRUE 0.9 4.55 5.45 2.313979 1 white ## 2235 1 5 0.2016531366 TRUE 0.9 4.55 5.45 2.314603 1 white ## 2236 1 5 0.2024927325 TRUE 0.9 4.55 5.45 2.315226 1 white ## 2237 1 5 0.2033533544 TRUE 0.9 4.55 5.45 2.315849 1 white ## 2238 1 5 0.2042277547 TRUE 0.9 4.55 5.45 2.316473 1 white ## 2239 1 5 0.2051178228 TRUE 0.9 4.55 5.45 2.317096 1 white ## 2240 1 5 0.2060276639 TRUE 0.9 4.55 5.45 2.317720 1 white ## 2241 1 5 0.2069475812 TRUE 0.9 4.55 5.45 2.318343 1 white ## 2242 1 5 0.2078934027 TRUE 0.9 4.55 5.45 2.318966 1 white ## 2243 1 5 0.2088435219 TRUE 0.9 4.55 5.45 2.319590 1 white ## 2244 1 5 0.2098257603 TRUE 0.9 4.55 5.45 2.320213 1 white ## 2245 1 5 0.2108079986 TRUE 0.9 4.55 5.45 2.320836 1 white ## 2246 1 5 0.2118253625 TRUE 0.9 4.55 5.45 2.321460 1 white ## 2247 1 5 0.2128443439 TRUE 0.9 4.55 5.45 2.322083 1 white ## 2248 1 5 0.2138926639 TRUE 0.9 4.55 5.45 2.322706 1 white ## 2249 1 5 0.2149485983 TRUE 0.9 4.55 5.45 2.323330 1 white ## 2250 1 5 0.2160279390 TRUE 0.9 4.55 5.45 2.323953 1 white ## 2251 1 5 0.2171209141 TRUE 0.9 4.55 5.45 2.324577 1 white ## 2252 1 5 0.2182312747 TRUE 0.9 4.55 5.45 2.325200 1 white ## 2253 1 5 0.2193612501 TRUE 0.9 4.55 5.45 2.325823 1 white ## 2254 1 5 0.2205025622 TRUE 0.9 4.55 5.45 2.326447 1 white ## 2255 1 5 0.2216693647 TRUE 0.9 4.55 5.45 2.327070 1 white ## 2256 1 5 0.2228414911 TRUE 0.9 4.55 5.45 2.327693 1 white ## 2257 1 5 0.2240448094 TRUE 0.9 4.55 5.45 2.328317 1 white ## 2258 1 5 0.2252481277 TRUE 0.9 4.55 5.45 2.328940 1 white ## 2259 1 5 0.2264869233 TRUE 0.9 4.55 5.45 2.329563 1 white ## 2260 1 5 0.2277263044 TRUE 0.9 4.55 5.45 2.330187 1 white ## 2261 1 5 0.2289948274 TRUE 0.9 4.55 5.45 2.330810 1 white ## 2262 1 5 0.2302696727 TRUE 0.9 4.55 5.45 2.331434 1 white ## 2263 1 5 0.2315674205 TRUE 0.9 4.55 5.45 2.332057 1 white ## 2264 1 5 0.2328769827 TRUE 0.9 4.55 5.45 2.332680 1 white ## 2265 1 5 0.2342033752 TRUE 0.9 4.55 5.45 2.333304 1 white ## 2266 1 5 0.2355467563 TRUE 0.9 4.55 5.45 2.333927 1 white ## 2267 1 5 0.2369011350 TRUE 0.9 4.55 5.45 2.334550 1 white ## 2268 1 5 0.2382772841 TRUE 0.9 4.55 5.45 2.335174 1 white ## 2269 1 5 0.2396589121 TRUE 0.9 4.55 5.45 2.335797 1 white ## 2270 1 5 0.2410666246 TRUE 0.9 4.55 5.45 2.336420 1 white ## 2271 1 5 0.2424746859 TRUE 0.9 4.55 5.45 2.337044 1 white ## 2272 1 5 0.2439126031 TRUE 0.9 4.55 5.45 2.337667 1 white ## 2273 1 5 0.2453505202 TRUE 0.9 4.55 5.45 2.338291 1 white ## 2274 1 5 0.2468128120 TRUE 0.9 4.55 5.45 2.338914 1 white ## 2275 1 5 0.2482794215 TRUE 0.9 4.55 5.45 2.339537 1 white ## 2276 1 5 0.2497646119 TRUE 0.9 4.55 5.45 2.340161 1 white ## 2277 1 5 0.2512582488 TRUE 0.9 4.55 5.45 2.340784 1 white ## 2278 1 5 0.2527651332 TRUE 0.9 4.55 5.45 2.341407 1 white ## 2279 1 5 0.2542839819 TRUE 0.9 4.55 5.45 2.342031 1 white ## 2280 1 5 0.2558112793 TRUE 0.9 4.55 5.45 2.342654 1 white ## 2281 1 5 0.2573533763 TRUE 0.9 4.55 5.45 2.343277 1 white ## 2282 1 5 0.2588997304 TRUE 0.9 4.55 5.45 2.343901 1 white ## 2283 1 5 0.2604629675 TRUE 0.9 4.55 5.45 2.344524 1 white ## 2284 1 5 0.2620269477 TRUE 0.9 4.55 5.45 2.345148 1 white ## 2285 1 5 0.2636090763 TRUE 0.9 4.55 5.45 2.345771 1 white ## 2286 1 5 0.2651912049 TRUE 0.9 4.55 5.45 2.346394 1 white ## 2287 1 5 0.2667878156 TRUE 0.9 4.55 5.45 2.347018 1 white ## 2288 1 5 0.2683864517 TRUE 0.9 4.55 5.45 2.347641 1 white ## 2289 1 5 0.2699950972 TRUE 0.9 4.55 5.45 2.348264 1 white ## 2290 1 5 0.2716077271 TRUE 0.9 4.55 5.45 2.348888 1 white ## 2291 1 5 0.2732266400 TRUE 0.9 4.55 5.45 2.349511 1 white ## 2292 1 5 0.2748506268 TRUE 0.9 4.55 5.45 2.350134 1 white ## 2293 1 5 0.2764779792 TRUE 0.9 4.55 5.45 2.350758 1 white ## 2294 1 5 0.2781105697 TRUE 0.9 4.55 5.45 2.351381 1 white ## 2295 1 5 0.2797444760 TRUE 0.9 4.55 5.45 2.352005 1 white ## 2296 1 5 0.2813828086 TRUE 0.9 4.55 5.45 2.352628 1 white ## 2297 1 5 0.2830213279 TRUE 0.9 4.55 5.45 2.353251 1 white ## 2298 1 5 0.2846624415 TRUE 0.9 4.55 5.45 2.353875 1 white ## 2299 1 5 0.2863035551 TRUE 0.9 4.55 5.45 2.354498 1 white ## 2300 1 5 0.2879444234 TRUE 0.9 4.55 5.45 2.355121 1 white ## 2301 1 5 0.2895852660 TRUE 0.9 4.55 5.45 2.355745 1 white ## 2302 1 5 0.2912235794 TRUE 0.9 4.55 5.45 2.356368 1 white ## 2303 1 5 0.2928610181 TRUE 0.9 4.55 5.45 2.356991 1 white ## 2304 1 5 0.2944946179 TRUE 0.9 4.55 5.45 2.357615 1 white ## 2305 1 5 0.2961254492 TRUE 0.9 4.55 5.45 2.358238 1 white ## 2306 1 5 0.2977521448 TRUE 0.9 4.55 5.45 2.358862 1 white ## 2307 1 5 0.2993731053 TRUE 0.9 4.55 5.45 2.359485 1 white ## 2308 1 5 0.3009906784 TRUE 0.9 4.55 5.45 2.360108 1 white ## 2309 1 5 0.3025984559 TRUE 0.9 4.55 5.45 2.360732 1 white ## 2310 1 5 0.3042046643 TRUE 0.9 4.55 5.45 2.361355 1 white ## 2311 1 5 0.3057959097 TRUE 0.9 4.55 5.45 2.361978 1 white ## 2312 1 5 0.3073871551 TRUE 0.9 4.55 5.45 2.362602 1 white ## 2313 1 5 0.3089598305 TRUE 0.9 4.55 5.45 2.363225 1 white ## 2314 1 5 0.3105311697 TRUE 0.9 4.55 5.45 2.363848 1 white ## 2315 1 5 0.3120845537 TRUE 0.9 4.55 5.45 2.364472 1 white ## 2316 1 5 0.3136325999 TRUE 0.9 4.55 5.45 2.365095 1 white ## 2317 1 5 0.3151644031 TRUE 0.9 4.55 5.45 2.365719 1 white ## 2318 1 5 0.3166857693 TRUE 0.9 4.55 5.45 2.366342 1 white ## 2319 1 5 0.3181937082 TRUE 0.9 4.55 5.45 2.366965 1 white ## 2320 1 5 0.3196850201 TRUE 0.9 4.55 5.45 2.367589 1 white ## 2321 1 5 0.3211668210 TRUE 0.9 4.55 5.45 2.368212 1 white ## 2322 1 5 0.3226247296 TRUE 0.9 4.55 5.45 2.368835 1 white ## 2323 1 5 0.3240781335 TRUE 0.9 4.55 5.45 2.369459 1 white ## 2324 1 5 0.3254993284 TRUE 0.9 4.55 5.45 2.370082 1 white ## 2325 1 5 0.3269205232 TRUE 0.9 4.55 5.45 2.370705 1 white ## 2326 1 5 0.3283033174 TRUE 0.9 4.55 5.45 2.371329 1 white ## 2327 1 5 0.3296845391 TRUE 0.9 4.55 5.45 2.371952 1 white ## 2328 1 5 0.3310312855 TRUE 0.9 4.55 5.45 2.372576 1 white ## 2329 1 5 0.3323693389 TRUE 0.9 4.55 5.45 2.373199 1 white ## 2330 1 5 0.3336779267 TRUE 0.9 4.55 5.45 2.373822 1 white ## 2331 1 5 0.3349696934 TRUE 0.9 4.55 5.45 2.374446 1 white ## 2332 1 5 0.3362380571 TRUE 0.9 4.55 5.45 2.375069 1 white ## 2333 1 5 0.3374805080 TRUE 0.9 4.55 5.45 2.375692 1 white ## 2334 1 5 0.3387066319 TRUE 0.9 4.55 5.45 2.376316 1 white ## 2335 1 5 0.3398968396 TRUE 0.9 4.55 5.45 2.376939 1 white ## 2336 1 5 0.3410787620 TRUE 0.9 4.55 5.45 2.377562 1 white ## 2337 1 5 0.3422139123 TRUE 0.9 4.55 5.45 2.378186 1 white ## 2338 1 5 0.3433490627 TRUE 0.9 4.55 5.45 2.378809 1 white ## 2339 1 5 0.3444271338 TRUE 0.9 4.55 5.45 2.379433 1 white ## 2340 1 5 0.3455045378 TRUE 0.9 4.55 5.45 2.380056 1 white ## 2341 1 5 0.3465321099 TRUE 0.9 4.55 5.45 2.380679 1 white ## 2342 1 5 0.3475492148 TRUE 0.9 4.55 5.45 2.381303 1 white ## 2343 1 5 0.3485246598 TRUE 0.9 4.55 5.45 2.381926 1 white ## 2344 1 5 0.3494790594 TRUE 0.9 4.55 5.45 2.382549 1 white ## 2345 1 5 0.3504008297 TRUE 0.9 4.55 5.45 2.383173 1 white ## 2346 1 5 0.3512902748 TRUE 0.9 4.55 5.45 2.383796 1 white ## 2347 1 5 0.3521569066 TRUE 0.9 4.55 5.45 2.384419 1 white ## 2348 1 5 0.3529793141 TRUE 0.9 4.55 5.45 2.385043 1 white ## 2349 1 5 0.3537894307 TRUE 0.9 4.55 5.45 2.385666 1 white ## 2350 1 5 0.3545428926 TRUE 0.9 4.55 5.45 2.386290 1 white ## 2351 1 5 0.3552952072 TRUE 0.9 4.55 5.45 2.386913 1 white ## 2352 1 5 0.3559779986 TRUE 0.9 4.55 5.45 2.387536 1 white ## 2353 1 5 0.3566607900 TRUE 0.9 4.55 5.45 2.388160 1 white ## 2354 1 5 0.3572819040 TRUE 0.9 4.55 5.45 2.388783 1 white ## 2355 1 5 0.3578924905 TRUE 0.9 4.55 5.45 2.389406 1 white ## 2356 1 5 0.3584521737 TRUE 0.9 4.55 5.45 2.390030 1 white ## 2357 1 5 0.3589892179 TRUE 0.9 4.55 5.45 2.390653 1 white ## 2358 1 5 0.3594866738 TRUE 0.9 4.55 5.45 2.391276 1 white ## 2359 1 5 0.3599490412 TRUE 0.9 4.55 5.45 2.391900 1 white ## 2360 1 5 0.3603835793 TRUE 0.9 4.55 5.45 2.392523 1 white ## 2361 1 5 0.3607703428 TRUE 0.9 4.55 5.45 2.393147 1 white ## 2362 1 5 0.3611413803 TRUE 0.9 4.55 5.45 2.393770 1 white ## 2363 1 5 0.3614518248 TRUE 0.9 4.55 5.45 2.394393 1 white ## 2364 1 5 0.3617588876 TRUE 0.9 4.55 5.45 2.395017 1 white ## 2365 1 5 0.3619925126 TRUE 0.9 4.55 5.45 2.395640 1 white ## 2366 1 5 0.3622261377 TRUE 0.9 4.55 5.45 2.396263 1 white ## 2367 1 5 0.3623917592 TRUE 0.9 4.55 5.45 2.396887 1 white ## 2368 1 5 0.3625482814 TRUE 0.9 4.55 5.45 2.397510 1 white ## 2369 1 5 0.3626492466 TRUE 0.9 4.55 5.45 2.398133 1 white ## 2370 1 5 0.3627286010 TRUE 0.9 4.55 5.45 2.398757 1 white ## 2371 1 5 0.3627649879 TRUE 0.9 4.55 5.45 2.399380 1 white ## 2372 1 5 0.3627673278 TRUE 0.9 4.55 5.45 2.400004 1 white ## 2373 1 5 0.3627393265 TRUE 0.9 4.55 5.45 2.400627 1 white ## 2374 1 5 0.3626650237 TRUE 0.9 4.55 5.45 2.401250 1 white ## 2375 1 5 0.3625729359 TRUE 0.9 4.55 5.45 2.401874 1 white ## 2376 1 5 0.3624225782 TRUE 0.9 4.55 5.45 2.402497 1 white ## 2377 1 5 0.3622668168 TRUE 0.9 4.55 5.45 2.403120 1 white ## 2378 1 5 0.3620412063 TRUE 0.9 4.55 5.45 2.403744 1 white ## 2379 1 5 0.3618155958 TRUE 0.9 4.55 5.45 2.404367 1 white ## 2380 1 5 0.3615224435 TRUE 0.9 4.55 5.45 2.404990 1 white ## 2381 1 5 0.3612225927 TRUE 0.9 4.55 5.45 2.405614 1 white ## 2382 1 5 0.3608681409 TRUE 0.9 4.55 5.45 2.406237 1 white ## 2383 1 5 0.3604952684 TRUE 0.9 4.55 5.45 2.406861 1 white ## 2384 1 5 0.3600804586 TRUE 0.9 4.55 5.45 2.407484 1 white ## 2385 1 5 0.3596359842 TRUE 0.9 4.55 5.45 2.408107 1 white ## 2386 1 5 0.3591618586 TRUE 0.9 4.55 5.45 2.408731 1 white ## 2387 1 5 0.3586473968 TRUE 0.9 4.55 5.45 2.409354 1 white ## 2388 1 5 0.3581150959 TRUE 0.9 4.55 5.45 2.409977 1 white ## 2389 1 5 0.3575324492 TRUE 0.9 4.55 5.45 2.410601 1 white ## 2390 1 5 0.3569432091 TRUE 0.9 4.55 5.45 2.411224 1 white ## 2391 1 5 0.3562943602 TRUE 0.9 4.55 5.45 2.411847 1 white ## 2392 1 5 0.3556455112 TRUE 0.9 4.55 5.45 2.412471 1 white ## 2393 1 5 0.3549366134 TRUE 0.9 4.55 5.45 2.413094 1 white ## 2394 1 5 0.3542237164 TRUE 0.9 4.55 5.45 2.413718 1 white ## 2395 1 5 0.3534629451 TRUE 0.9 4.55 5.45 2.414341 1 white ## 2396 1 5 0.3526883166 TRUE 0.9 4.55 5.45 2.414964 1 white ## 2397 1 5 0.3518773312 TRUE 0.9 4.55 5.45 2.415588 1 white ## 2398 1 5 0.3510434400 TRUE 0.9 4.55 5.45 2.416211 1 white ## 2399 1 5 0.3501839733 TRUE 0.9 4.55 5.45 2.416834 1 white ## 2400 1 5 0.3492934302 TRUE 0.9 4.55 5.45 2.417458 1 white ## 2401 1 5 0.3483872845 TRUE 0.9 4.55 5.45 2.418081 1 white ## 2402 1 5 0.3474428306 TRUE 0.9 4.55 5.45 2.418704 1 white ## 2403 1 5 0.3464918739 TRUE 0.9 4.55 5.45 2.419328 1 white ## 2404 1 5 0.3454963692 TRUE 0.9 4.55 5.45 2.419951 1 white ## 2405 1 5 0.3445008646 TRUE 0.9 4.55 5.45 2.420575 1 white ## 2406 1 5 0.3434589419 TRUE 0.9 4.55 5.45 2.421198 1 white ## 2407 1 5 0.3424153528 TRUE 0.9 4.55 5.45 2.421821 1 white ## 2408 1 5 0.3413355954 TRUE 0.9 4.55 5.45 2.422445 1 white ## 2409 1 5 0.3402469822 TRUE 0.9 4.55 5.45 2.423068 1 white ## 2410 1 5 0.3391315105 TRUE 0.9 4.55 5.45 2.423691 1 white ## 2411 1 5 0.3380010141 TRUE 0.9 4.55 5.45 2.424315 1 white ## 2412 1 5 0.3368519834 TRUE 0.9 4.55 5.45 2.424938 1 white ## 2413 1 5 0.3356828123 TRUE 0.9 4.55 5.45 2.425561 1 white ## 2414 1 5 0.3345024083 TRUE 0.9 4.55 5.45 2.426185 1 white ## 2415 1 5 0.3332978247 TRUE 0.9 4.55 5.45 2.426808 1 white ## 2416 1 5 0.3320882586 TRUE 0.9 4.55 5.45 2.427432 1 white ## 2417 1 5 0.3308515647 TRUE 0.9 4.55 5.45 2.428055 1 white ## 2418 1 5 0.3296148708 TRUE 0.9 4.55 5.45 2.428678 1 white ## 2419 1 5 0.3283495924 TRUE 0.9 4.55 5.45 2.429302 1 white ## 2420 1 5 0.3270841164 TRUE 0.9 4.55 5.45 2.429925 1 white ## 2421 1 5 0.3257974959 TRUE 0.9 4.55 5.45 2.430548 1 white ## 2422 1 5 0.3245065782 TRUE 0.9 4.55 5.45 2.431172 1 white ## 2423 1 5 0.3232008721 TRUE 0.9 4.55 5.45 2.431795 1 white ## 2424 1 5 0.3218878513 TRUE 0.9 4.55 5.45 2.432418 1 white ## 2425 1 5 0.3205653084 TRUE 0.9 4.55 5.45 2.433042 1 white ## 2426 1 5 0.3192335072 TRUE 0.9 4.55 5.45 2.433665 1 white ## 2427 1 5 0.3178963633 TRUE 0.9 4.55 5.45 2.434289 1 white ## 2428 1 5 0.3165490754 TRUE 0.9 4.55 5.45 2.434912 1 white ## 2429 1 5 0.3151995488 TRUE 0.9 4.55 5.45 2.435535 1 white ## 2430 1 5 0.3138400247 TRUE 0.9 4.55 5.45 2.436159 1 white ## 2431 1 5 0.3124803114 TRUE 0.9 4.55 5.45 2.436782 1 white ## 2432 1 5 0.3111117455 TRUE 0.9 4.55 5.45 2.437405 1 white ## 2433 1 5 0.3097431796 TRUE 0.9 4.55 5.45 2.438029 1 white ## 2434 1 5 0.3083695322 TRUE 0.9 4.55 5.45 2.438652 1 white ## 2435 1 5 0.3069950499 TRUE 0.9 4.55 5.45 2.439275 1 white ## 2436 1 5 0.3056185660 TRUE 0.9 4.55 5.45 2.439899 1 white ## 2437 1 5 0.3042412114 TRUE 0.9 4.55 5.45 2.440522 1 white ## 2438 1 5 0.3028638984 TRUE 0.9 4.55 5.45 2.441146 1 white ## 2439 1 5 0.3014866218 TRUE 0.9 4.55 5.45 2.441769 1 white ## 2440 1 5 0.3001104349 TRUE 0.9 4.55 5.45 2.442392 1 white ## 2441 1 5 0.2987360817 TRUE 0.9 4.55 5.45 2.443016 1 white ## 2442 1 5 0.2973629197 TRUE 0.9 4.55 5.45 2.443639 1 white ## 2443 1 5 0.2959942194 TRUE 0.9 4.55 5.45 2.444262 1 white ## 2444 1 5 0.2946259211 TRUE 0.9 4.55 5.45 2.444886 1 white ## 2445 1 5 0.2932654768 TRUE 0.9 4.55 5.45 2.445509 1 white ## 2446 1 5 0.2919050325 TRUE 0.9 4.55 5.45 2.446132 1 white ## 2447 1 5 0.2905540961 TRUE 0.9 4.55 5.45 2.446756 1 white ## 2448 1 5 0.2892043751 TRUE 0.9 4.55 5.45 2.447379 1 white ## 2449 1 5 0.2878641074 TRUE 0.9 4.55 5.45 2.448003 1 white ## 2450 1 5 0.2865274320 TRUE 0.9 4.55 5.45 2.448626 1 white ## 2451 1 5 0.2851993166 TRUE 0.9 4.55 5.45 2.449249 1 white ## 2452 1 5 0.2838778563 TRUE 0.9 4.55 5.45 2.449873 1 white ## 2453 1 5 0.2825632953 TRUE 0.9 4.55 5.45 2.450496 1 white ## 2454 1 5 0.2812590589 TRUE 0.9 4.55 5.45 2.451119 1 white ## 2455 1 5 0.2799593703 TRUE 0.9 4.55 5.45 2.451743 1 white ## 2456 1 5 0.2786741999 TRUE 0.9 4.55 5.45 2.452366 1 white ## 2457 1 5 0.2773906156 TRUE 0.9 4.55 5.45 2.452989 1 white ## 2458 1 5 0.2761261804 TRUE 0.9 4.55 5.45 2.453613 1 white ## 2459 1 5 0.2748617453 TRUE 0.9 4.55 5.45 2.454236 1 white ## 2460 1 5 0.2736176357 TRUE 0.9 4.55 5.45 2.454860 1 white ## 2461 1 5 0.2723754276 TRUE 0.9 4.55 5.45 2.455483 1 white ## 2462 1 5 0.2711509294 TRUE 0.9 4.55 5.45 2.456106 1 white ## 2463 1 5 0.2699322586 TRUE 0.9 4.55 5.45 2.456730 1 white ## 2464 1 5 0.2687281485 TRUE 0.9 4.55 5.45 2.457353 1 white ## 2465 1 5 0.2675341409 TRUE 0.9 4.55 5.45 2.457976 1 white ## 2466 1 5 0.2663511001 TRUE 0.9 4.55 5.45 2.458600 1 white ## 2467 1 5 0.2651826949 TRUE 0.9 4.55 5.45 2.459223 1 white ## 2468 1 5 0.2640213082 TRUE 0.9 4.55 5.45 2.459846 1 white ## 2469 1 5 0.2628792572 TRUE 0.9 4.55 5.45 2.460470 1 white ## 2470 1 5 0.2617400131 TRUE 0.9 4.55 5.45 2.461093 1 white ## 2471 1 5 0.2606248798 TRUE 0.9 4.55 5.45 2.461717 1 white ## 2472 1 5 0.2595097465 TRUE 0.9 4.55 5.45 2.462340 1 white ## 2473 1 5 0.2584203308 TRUE 0.9 4.55 5.45 2.462963 1 white ## 2474 1 5 0.2573324916 TRUE 0.9 4.55 5.45 2.463587 1 white ## 2475 1 5 0.2562660963 TRUE 0.9 4.55 5.45 2.464210 1 white ## 2476 1 5 0.2552057419 TRUE 0.9 4.55 5.45 2.464833 1 white ## 2477 1 5 0.2541623825 TRUE 0.9 4.55 5.45 2.465457 1 white ## 2478 1 5 0.2531295205 TRUE 0.9 4.55 5.45 2.466080 1 white ## 2479 1 5 0.2521091202 TRUE 0.9 4.55 5.45 2.466703 1 white ## 2480 1 5 0.2511035784 TRUE 0.9 4.55 5.45 2.467327 1 white ## 2481 1 5 0.2501059692 TRUE 0.9 4.55 5.45 2.467950 1 white ## 2482 1 5 0.2491273999 TRUE 0.9 4.55 5.45 2.468574 1 white ## 2483 1 5 0.2481523243 TRUE 0.9 4.55 5.45 2.469197 1 white ## 2484 1 5 0.2472002095 TRUE 0.9 4.55 5.45 2.469820 1 white ## 2485 1 5 0.2462480947 TRUE 0.9 4.55 5.45 2.470444 1 white ## 2486 1 5 0.2453209793 TRUE 0.9 4.55 5.45 2.471067 1 white ## 2487 1 5 0.2443946364 TRUE 0.9 4.55 5.45 2.471690 1 white ## 2488 1 5 0.2434884379 TRUE 0.9 4.55 5.45 2.472314 1 white ## 2489 1 5 0.2425870265 TRUE 0.9 4.55 5.45 2.472937 1 white ## 2490 1 5 0.2417010796 TRUE 0.9 4.55 5.45 2.473560 1 white ## 2491 1 5 0.2408236087 TRUE 0.9 4.55 5.45 2.474184 1 white ## 2492 1 5 0.2399571748 TRUE 0.9 4.55 5.45 2.474807 1 white ## 2493 1 5 0.2391025112 TRUE 0.9 4.55 5.45 2.475431 1 white ## 2494 1 5 0.2382547811 TRUE 0.9 4.55 5.45 2.476054 1 white ## 2495 1 5 0.2374216578 TRUE 0.9 4.55 5.45 2.476677 1 white ## 2496 1 5 0.2365917553 TRUE 0.9 4.55 5.45 2.477301 1 white ## 2497 1 5 0.2357787809 TRUE 0.9 4.55 5.45 2.477924 1 white ## 2498 1 5 0.2349658065 TRUE 0.9 4.55 5.45 2.478547 1 white ## 2499 1 5 0.2341714342 TRUE 0.9 4.55 5.45 2.479171 1 white ## 2500 1 5 0.2333771027 TRUE 0.9 4.55 5.45 2.479794 1 white ## 2501 1 5 0.2325970067 TRUE 0.9 4.55 5.45 2.480417 1 white ## 2502 1 5 0.2318197078 TRUE 0.9 4.55 5.45 2.481041 1 white ## 2503 1 5 0.2310527364 TRUE 0.9 4.55 5.45 2.481664 1 white ## 2504 1 5 0.2302907661 TRUE 0.9 4.55 5.45 2.482288 1 white ## 2505 1 5 0.2295357254 TRUE 0.9 4.55 5.45 2.482911 1 white ## 2506 1 5 0.2287872973 TRUE 0.9 4.55 5.45 2.483534 1 white ## 2507 1 5 0.2280429549 TRUE 0.9 4.55 5.45 2.484158 1 white ## 2508 1 5 0.2273062111 TRUE 0.9 4.55 5.45 2.484781 1 white ## 2509 1 5 0.2265713001 TRUE 0.9 4.55 5.45 2.485404 1 white ## 2510 1 5 0.2258443234 TRUE 0.9 4.55 5.45 2.486028 1 white ## 2511 1 5 0.2251175464 TRUE 0.9 4.55 5.45 2.486651 1 white ## 2512 1 5 0.2243983715 TRUE 0.9 4.55 5.45 2.487274 1 white ## 2513 1 5 0.2236791966 TRUE 0.9 4.55 5.45 2.487898 1 white ## 2514 1 5 0.2229650308 TRUE 0.9 4.55 5.45 2.488521 1 white ## 2515 1 5 0.2222516564 TRUE 0.9 4.55 5.45 2.489145 1 white ## 2516 1 5 0.2215409301 TRUE 0.9 4.55 5.45 2.489768 1 white ## 2517 1 5 0.2208313306 TRUE 0.9 4.55 5.45 2.490391 1 white ## 2518 1 5 0.2201226682 TRUE 0.9 4.55 5.45 2.491015 1 white ## 2519 1 5 0.2194148056 TRUE 0.9 4.55 5.45 2.491638 1 white ## 2520 1 5 0.2187068293 TRUE 0.9 4.55 5.45 2.492261 1 white ## 2521 1 5 0.2179986653 TRUE 0.9 4.55 5.45 2.492885 1 white ## 2522 1 5 0.2172899996 TRUE 0.9 4.55 5.45 2.493508 1 white ## 2523 1 5 0.2165795066 TRUE 0.9 4.55 5.45 2.494131 1 white ## 2524 1 5 0.2158687822 TRUE 0.9 4.55 5.45 2.494755 1 white ## 2525 1 5 0.2151539550 TRUE 0.9 4.55 5.45 2.495378 1 white ## 2526 1 5 0.2144391279 TRUE 0.9 4.55 5.45 2.496002 1 white ## 2527 1 5 0.2137186800 TRUE 0.9 4.55 5.45 2.496625 1 white ## 2528 1 5 0.2129975470 TRUE 0.9 4.55 5.45 2.497248 1 white ## 2529 1 5 0.2122704093 TRUE 0.9 4.55 5.45 2.497872 1 white ## 2530 1 5 0.2115410429 TRUE 0.9 4.55 5.45 2.498495 1 white ## 2531 1 5 0.2108059435 TRUE 0.9 4.55 5.45 2.499118 1 white ## 2532 1 5 0.2100664709 TRUE 0.9 4.55 5.45 2.499742 1 white ## 2533 1 5 0.2093221700 TRUE 0.9 4.55 5.45 2.500365 1 white ## 2534 1 5 0.2085707828 TRUE 0.9 4.55 5.45 2.500988 1 white ## 2535 1 5 0.2078160760 TRUE 0.9 4.55 5.45 2.501612 1 white ## 2536 1 5 0.2070510399 TRUE 0.9 4.55 5.45 2.502235 1 white ## 2537 1 5 0.2062847616 TRUE 0.9 4.55 5.45 2.502859 1 white ## 2538 1 5 0.2055044249 TRUE 0.9 4.55 5.45 2.503482 1 white ## 2539 1 5 0.2047240882 TRUE 0.9 4.55 5.45 2.504105 1 white ## 2540 1 5 0.2039282540 TRUE 0.9 4.55 5.45 2.504729 1 white ## 2541 1 5 0.2031310564 TRUE 0.9 4.55 5.45 2.505352 1 white ## 2542 1 5 0.2023199869 TRUE 0.9 4.55 5.45 2.505975 1 white ## 2543 1 5 0.2015044671 TRUE 0.9 4.55 5.45 2.506599 1 white ## 2544 1 5 0.2006772376 TRUE 0.9 4.55 5.45 2.507222 1 white ## 2545 1 5 0.1998420401 TRUE 0.9 4.55 5.45 2.507845 1 white ## 2546 1 5 0.1989977832 TRUE 0.9 4.55 5.45 2.508469 1 white ## 2547 1 5 0.1981416649 TRUE 0.9 4.55 5.45 2.509092 1 white ## 2548 1 5 0.1972795723 TRUE 0.9 4.55 5.45 2.509716 1 white ## 2549 1 5 0.1964014083 TRUE 0.9 4.55 5.45 2.510339 1 white ## 2550 1 5 0.1955207331 TRUE 0.9 4.55 5.45 2.510962 1 white ## 2551 1 5 0.1946195215 TRUE 0.9 4.55 5.45 2.511586 1 white ## 2552 1 5 0.1937183099 TRUE 0.9 4.55 5.45 2.512209 1 white ## 2553 1 5 0.1927944457 TRUE 0.9 4.55 5.45 2.512832 1 white ## 2554 1 5 0.1918693118 TRUE 0.9 4.55 5.45 2.513456 1 white ## 2555 1 5 0.1909248176 TRUE 0.9 4.55 5.45 2.514079 1 white ## 2556 1 5 0.1899750175 TRUE 0.9 4.55 5.45 2.514702 1 white ## 2557 1 5 0.1890094736 TRUE 0.9 4.55 5.45 2.515326 1 white ## 2558 1 5 0.1880343968 TRUE 0.9 4.55 5.45 2.515949 1 white ## 2559 1 5 0.1870474530 TRUE 0.9 4.55 5.45 2.516573 1 white ## 2560 1 5 0.1860466244 TRUE 0.9 4.55 5.45 2.517196 1 white ## 2561 1 6 0.1972787488 TRUE 0.9 5.55 6.45 2.354108 1 white ## 2562 1 6 0.1972014025 TRUE 0.9 5.55 6.45 2.354641 1 white ## 2563 1 6 0.1967805047 TRUE 0.9 5.55 6.45 2.355174 1 white ## 2564 1 6 0.1961629047 TRUE 0.9 5.55 6.45 2.355707 1 white ## 2565 1 6 0.1953492214 TRUE 0.9 5.55 6.45 2.356239 1 white ## 2566 1 6 0.1942181727 TRUE 0.9 5.55 6.45 2.356772 1 white ## 2567 1 6 0.1928708703 TRUE 0.9 5.55 6.45 2.357305 1 white ## 2568 1 6 0.1913375165 TRUE 0.9 5.55 6.45 2.357838 1 white ## 2569 1 6 0.1895431553 TRUE 0.9 5.55 6.45 2.358370 1 white ## 2570 1 6 0.1875121411 TRUE 0.9 5.55 6.45 2.358903 1 white ## 2571 1 6 0.1853117754 TRUE 0.9 5.55 6.45 2.359436 1 white ## 2572 1 6 0.1829086129 TRUE 0.9 5.55 6.45 2.359969 1 white ## 2573 1 6 0.1802619419 TRUE 0.9 5.55 6.45 2.360501 1 white ## 2574 1 6 0.1774682852 TRUE 0.9 5.55 6.45 2.361034 1 white ## 2575 1 6 0.1745277201 TRUE 0.9 5.55 6.45 2.361567 1 white ## 2576 1 6 0.1713517629 TRUE 0.9 5.55 6.45 2.362100 1 white ## 2577 1 6 0.1680555466 TRUE 0.9 5.55 6.45 2.362632 1 white ## 2578 1 6 0.1646418105 TRUE 0.9 5.55 6.45 2.363165 1 white ## 2579 1 6 0.1610571554 TRUE 0.9 5.55 6.45 2.363698 1 white ## 2580 1 6 0.1573612914 TRUE 0.9 5.55 6.45 2.364231 1 white ## 2581 1 6 0.1535776995 TRUE 0.9 5.55 6.45 2.364763 1 white ## 2582 1 6 0.1496836819 TRUE 0.9 5.55 6.45 2.365296 1 white ## 2583 1 6 0.1456980075 TRUE 0.9 5.55 6.45 2.365829 1 white ## 2584 1 6 0.1416554166 TRUE 0.9 5.55 6.45 2.366362 1 white ## 2585 1 6 0.1375520112 TRUE 0.9 5.55 6.45 2.366894 1 white ## 2586 1 6 0.1333879793 TRUE 0.9 5.55 6.45 2.367427 1 white ## 2587 1 6 0.1291973278 TRUE 0.9 5.55 6.45 2.367960 1 white ## 2588 1 6 0.1249828627 TRUE 0.9 5.55 6.45 2.368493 1 white ## 2589 1 6 0.1207488277 TRUE 0.9 5.55 6.45 2.369025 1 white ## 2590 1 6 0.1165162764 TRUE 0.9 5.55 6.45 2.369558 1 white ## 2591 1 6 0.1122879754 TRUE 0.9 5.55 6.45 2.370091 1 white ## 2592 1 6 0.1080804303 TRUE 0.9 5.55 6.45 2.370623 1 white ## 2593 1 6 0.1039031831 TRUE 0.9 5.55 6.45 2.371156 1 white ## 2594 1 6 0.0997550640 TRUE 0.9 5.55 6.45 2.371689 1 white ## 2595 1 6 0.0956539332 TRUE 0.9 5.55 6.45 2.372222 1 white ## 2596 1 6 0.0916169444 TRUE 0.9 5.55 6.45 2.372754 1 white ## 2597 1 6 0.0876299824 TRUE 0.9 5.55 6.45 2.373287 1 white ## 2598 1 6 0.0837033483 TRUE 0.9 5.55 6.45 2.373820 1 white ## 2599 1 6 0.0798770382 TRUE 0.9 5.55 6.45 2.374353 1 white ## 2600 1 6 0.0761172003 TRUE 0.9 5.55 6.45 2.374885 1 white ## 2601 1 6 0.0724251690 TRUE 0.9 5.55 6.45 2.375418 1 white ## 2602 1 6 0.0688590070 TRUE 0.9 5.55 6.45 2.375951 1 white ## 2603 1 6 0.0653763216 TRUE 0.9 5.55 6.45 2.376484 1 white ## 2604 1 6 0.0619726817 TRUE 0.9 5.55 6.45 2.377016 1 white ## 2605 1 6 0.0586927634 TRUE 0.9 5.55 6.45 2.377549 1 white ## 2606 1 6 0.0555213535 TRUE 0.9 5.55 6.45 2.378082 1 white ## 2607 1 6 0.0524357804 TRUE 0.9 5.55 6.45 2.378615 1 white ## 2608 1 6 0.0494634645 TRUE 0.9 5.55 6.45 2.379147 1 white ## 2609 1 6 0.0466224138 TRUE 0.9 5.55 6.45 2.379680 1 white ## 2610 1 6 0.0438699334 TRUE 0.9 5.55 6.45 2.380213 1 white ## 2611 1 6 0.0412145529 TRUE 0.9 5.55 6.45 2.380746 1 white ## 2612 1 6 0.0387094300 TRUE 0.9 5.55 6.45 2.381278 1 white ## 2613 1 6 0.0362921050 TRUE 0.9 5.55 6.45 2.381811 1 white ## 2614 1 6 0.0339623391 TRUE 0.9 5.55 6.45 2.382344 1 white ## 2615 1 6 0.0317773093 TRUE 0.9 5.55 6.45 2.382877 1 white ## 2616 1 6 0.0296863254 TRUE 0.9 5.55 6.45 2.383409 1 white ## 2617 1 6 0.0276789684 TRUE 0.9 5.55 6.45 2.383942 1 white ## 2618 1 6 0.0257920339 TRUE 0.9 5.55 6.45 2.384475 1 white ## 2619 1 6 0.0240099888 TRUE 0.9 5.55 6.45 2.385008 1 white ## 2620 1 6 0.0223055863 TRUE 0.9 5.55 6.45 2.385540 1 white ## 2621 1 6 0.0206971589 TRUE 0.9 5.55 6.45 2.386073 1 white ## 2622 1 6 0.0192003793 TRUE 0.9 5.55 6.45 2.386606 1 white ## 2623 1 6 0.0177738769 TRUE 0.9 5.55 6.45 2.387139 1 white ## 2624 1 6 0.0164202536 TRUE 0.9 5.55 6.45 2.387671 1 white ## 2625 1 6 0.0151809926 TRUE 0.9 5.55 6.45 2.388204 1 white ## 2626 1 6 0.0140038730 TRUE 0.9 5.55 6.45 2.388737 1 white ## 2627 1 6 0.0128881050 TRUE 0.9 5.55 6.45 2.389270 1 white ## 2628 1 6 0.0118673176 TRUE 0.9 5.55 6.45 2.389802 1 white ## 2629 1 6 0.0109094815 TRUE 0.9 5.55 6.45 2.390335 1 white ## 2630 1 6 0.0100046249 TRUE 0.9 5.55 6.45 2.390868 1 white ## 2631 1 6 0.0091718440 TRUE 0.9 5.55 6.45 2.391400 1 white ## 2632 1 6 0.0084031739 TRUE 0.9 5.55 6.45 2.391933 1 white ## 2633 1 6 0.0076793406 TRUE 0.9 5.55 6.45 2.392466 1 white ## 2634 1 6 0.0070081616 TRUE 0.9 5.55 6.45 2.392999 1 white ## 2635 1 6 0.0063997453 TRUE 0.9 5.55 6.45 2.393531 1 white ## 2636 1 6 0.0058285495 TRUE 0.9 5.55 6.45 2.394064 1 white ## 2637 1 6 0.0052941104 TRUE 0.9 5.55 6.45 2.394597 1 white ## 2638 1 6 0.0048191260 TRUE 0.9 5.55 6.45 2.395130 1 white ## 2639 1 6 0.0043744718 TRUE 0.9 5.55 6.45 2.395662 1 white ## 2640 1 6 0.0039595543 TRUE 0.9 5.55 6.45 2.396195 1 white ## 2641 1 6 0.0035883043 TRUE 0.9 5.55 6.45 2.396728 1 white ## 2642 1 6 0.0032468749 TRUE 0.9 5.55 6.45 2.397261 1 white ## 2643 1 6 0.0029292447 TRUE 0.9 5.55 6.45 2.397793 1 white ## 2644 1 6 0.0026424622 TRUE 0.9 5.55 6.45 2.398326 1 white ## 2645 1 6 0.0023839581 TRUE 0.9 5.55 6.45 2.398859 1 white ## 2646 1 6 0.0021441962 TRUE 0.9 5.55 6.45 2.399392 1 white ## 2647 1 6 0.0019254594 TRUE 0.9 5.55 6.45 2.399924 1 white ## 2648 1 6 0.0017326382 TRUE 0.9 5.55 6.45 2.400457 1 white ## 2649 1 6 0.0015543646 TRUE 0.9 5.55 6.45 2.400990 1 white ## 2650 1 6 0.0013902772 TRUE 0.9 5.55 6.45 2.401523 1 white ## 2651 1 6 0.0012483864 TRUE 0.9 5.55 6.45 2.402055 1 white ## 2652 1 6 0.0011181233 TRUE 0.9 5.55 6.45 2.402588 1 white ## 2653 1 6 0.0009987625 TRUE 0.9 5.55 6.45 2.403121 1 white ## 2654 1 6 0.0008947609 TRUE 0.9 5.55 6.45 2.403654 1 white ## 2655 1 6 0.0008017196 TRUE 0.9 5.55 6.45 2.404186 1 white ## 2656 1 6 0.0007170267 TRUE 0.9 5.55 6.45 2.404719 1 white ## 2657 1 6 0.0006427695 TRUE 0.9 5.55 6.45 2.405252 1 white ## 2658 1 6 0.0005786050 TRUE 0.9 5.55 6.45 2.405785 1 white ## 2659 1 6 0.0005208917 TRUE 0.9 5.55 6.45 2.406317 1 white ## 2660 1 6 0.0004701771 TRUE 0.9 5.55 6.45 2.406850 1 white ## 2661 1 6 0.0004287485 TRUE 0.9 5.55 6.45 2.407383 1 white ## 2662 1 6 0.0003924657 TRUE 0.9 5.55 6.45 2.407916 1 white ## 2663 1 6 0.0003612328 TRUE 0.9 5.55 6.45 2.408448 1 white ## 2664 1 6 0.0003380235 TRUE 0.9 5.55 6.45 2.408981 1 white ## 2665 1 6 0.0003195744 TRUE 0.9 5.55 6.45 2.409514 1 white ## 2666 1 6 0.0003054805 TRUE 0.9 5.55 6.45 2.410047 1 white ## 2667 1 6 0.0002977399 TRUE 0.9 5.55 6.45 2.410579 1 white ## 2668 1 6 0.0002953598 TRUE 0.9 5.55 6.45 2.411112 1 white ## 2669 1 6 0.0002971559 TRUE 0.9 5.55 6.45 2.411645 1 white ## 2670 1 6 0.0003043770 TRUE 0.9 5.55 6.45 2.412177 1 white ## 2671 1 6 0.0003180965 TRUE 0.9 5.55 6.45 2.412710 1 white ## 2672 1 6 0.0003363361 TRUE 0.9 5.55 6.45 2.413243 1 white ## 2673 1 6 0.0003595603 TRUE 0.9 5.55 6.45 2.413776 1 white ## 2674 1 6 0.0003912644 TRUE 0.9 5.55 6.45 2.414308 1 white ## 2675 1 6 0.0004283927 TRUE 0.9 5.55 6.45 2.414841 1 white ## 2676 1 6 0.0004710651 TRUE 0.9 5.55 6.45 2.415374 1 white ## 2677 1 6 0.0005238990 TRUE 0.9 5.55 6.45 2.415907 1 white ## 2678 1 6 0.0005844474 TRUE 0.9 5.55 6.45 2.416439 1 white ## 2679 1 6 0.0006521653 TRUE 0.9 5.55 6.45 2.416972 1 white ## 2680 1 6 0.0007312353 TRUE 0.9 5.55 6.45 2.417505 1 white ## 2681 1 6 0.0008221211 TRUE 0.9 5.55 6.45 2.418038 1 white ## 2682 1 6 0.0009225543 TRUE 0.9 5.55 6.45 2.418570 1 white ## 2683 1 6 0.0010356410 TRUE 0.9 5.55 6.45 2.419103 1 white ## 2684 1 6 0.0011665678 TRUE 0.9 5.55 6.45 2.419636 1 white ## 2685 1 6 0.0013103092 TRUE 0.9 5.55 6.45 2.420169 1 white ## 2686 1 6 0.0014678215 TRUE 0.9 5.55 6.45 2.420701 1 white ## 2687 1 6 0.0016517687 TRUE 0.9 5.55 6.45 2.421234 1 white ## 2688 1 6 0.0018528469 TRUE 0.9 5.55 6.45 2.421767 1 white ## 2689 1 6 0.0020715403 TRUE 0.9 5.55 6.45 2.422300 1 white ## 2690 1 6 0.0023220351 TRUE 0.9 5.55 6.45 2.422832 1 white ## 2691 1 6 0.0025984850 TRUE 0.9 5.55 6.45 2.423365 1 white ## 2692 1 6 0.0028982658 TRUE 0.9 5.55 6.45 2.423898 1 white ## 2693 1 6 0.0032336412 TRUE 0.9 5.55 6.45 2.424431 1 white ## 2694 1 6 0.0036080951 TRUE 0.9 5.55 6.45 2.424963 1 white ## 2695 1 6 0.0040130195 TRUE 0.9 5.55 6.45 2.425496 1 white ## 2696 1 6 0.0044564729 TRUE 0.9 5.55 6.45 2.426029 1 white ## 2697 1 6 0.0049567206 TRUE 0.9 5.55 6.45 2.426562 1 white ## 2698 1 6 0.0054961536 TRUE 0.9 5.55 6.45 2.427094 1 white ## 2699 1 6 0.0060756549 TRUE 0.9 5.55 6.45 2.427627 1 white ## 2700 1 6 0.0067349918 TRUE 0.9 5.55 6.45 2.428160 1 white ## 2701 1 6 0.0074440251 TRUE 0.9 5.55 6.45 2.428693 1 white ## 2702 1 6 0.0082037432 TRUE 0.9 5.55 6.45 2.429225 1 white ## 2703 1 6 0.0090501287 TRUE 0.9 5.55 6.45 2.429758 1 white ## 2704 1 6 0.0099697944 TRUE 0.9 5.55 6.45 2.430291 1 white ## 2705 1 6 0.0109524677 TRUE 0.9 5.55 6.45 2.430824 1 white ## 2706 1 6 0.0120262925 TRUE 0.9 5.55 6.45 2.431356 1 white ## 2707 1 6 0.0132034757 TRUE 0.9 5.55 6.45 2.431889 1 white ## 2708 1 6 0.0144575999 TRUE 0.9 5.55 6.45 2.432422 1 white ## 2709 1 6 0.0158040174 TRUE 0.9 5.55 6.45 2.432954 1 white ## 2710 1 6 0.0172909704 TRUE 0.9 5.55 6.45 2.433487 1 white ## 2711 1 6 0.0188701709 TRUE 0.9 5.55 6.45 2.434020 1 white ## 2712 1 6 0.0205431147 TRUE 0.9 5.55 6.45 2.434553 1 white ## 2713 1 6 0.0223918147 TRUE 0.9 5.55 6.45 2.435085 1 white ## 2714 1 6 0.0243536962 TRUE 0.9 5.55 6.45 2.435618 1 white ## 2715 1 6 0.0264256733 TRUE 0.9 5.55 6.45 2.436151 1 white ## 2716 1 6 0.0286754042 TRUE 0.9 5.55 6.45 2.436684 1 white ## 2717 1 6 0.0310798053 TRUE 0.9 5.55 6.45 2.437216 1 white ## 2718 1 6 0.0336109083 TRUE 0.9 5.55 6.45 2.437749 1 white ## 2719 1 6 0.0363155224 TRUE 0.9 5.55 6.45 2.438282 1 white ## 2720 1 6 0.0392221352 TRUE 0.9 5.55 6.45 2.438815 1 white ## 2721 1 6 0.0422714830 TRUE 0.9 5.55 6.45 2.439347 1 white ## 2722 1 6 0.0454831000 TRUE 0.9 5.55 6.45 2.439880 1 white ## 2723 1 6 0.0489484609 TRUE 0.9 5.55 6.45 2.440413 1 white ## 2724 1 6 0.0525710067 TRUE 0.9 5.55 6.45 2.440946 1 white ## 2725 1 6 0.0563519797 TRUE 0.9 5.55 6.45 2.441478 1 white ## 2726 1 6 0.0604111867 TRUE 0.9 5.55 6.45 2.442011 1 white ## 2727 1 6 0.0646539992 TRUE 0.9 5.55 6.45 2.442544 1 white ## 2728 1 6 0.0690664861 TRUE 0.9 5.55 6.45 2.443077 1 white ## 2729 1 6 0.0737365054 TRUE 0.9 5.55 6.45 2.443609 1 white ## 2730 1 6 0.0786346814 TRUE 0.9 5.55 6.45 2.444142 1 white ## 2731 1 6 0.0837095946 TRUE 0.9 5.55 6.45 2.444675 1 white ## 2732 1 6 0.0890127255 TRUE 0.9 5.55 6.45 2.445208 1 white ## 2733 1 6 0.0945851682 TRUE 0.9 5.55 6.45 2.445740 1 white ## 2734 1 6 0.1003359894 TRUE 0.9 5.55 6.45 2.446273 1 white ## 2735 1 6 0.1062784692 TRUE 0.9 5.55 6.45 2.446806 1 white ## 2736 1 6 0.1125238335 TRUE 0.9 5.55 6.45 2.447339 1 white ## 2737 1 6 0.1189426809 TRUE 0.9 5.55 6.45 2.447871 1 white ## 2738 1 6 0.1255341257 TRUE 0.9 5.55 6.45 2.448404 1 white ## 2739 1 6 0.1324047828 TRUE 0.9 5.55 6.45 2.448937 1 white ## 2740 1 6 0.1394591236 TRUE 0.9 5.55 6.45 2.449470 1 white ## 2741 1 6 0.1466727422 TRUE 0.9 5.55 6.45 2.450002 1 white ## 2742 1 6 0.1541094718 TRUE 0.9 5.55 6.45 2.450535 1 white ## 2743 1 6 0.1617398713 TRUE 0.9 5.55 6.45 2.451068 1 white ## 2744 1 6 0.1695082871 TRUE 0.9 5.55 6.45 2.451600 1 white ## 2745 1 6 0.1774415431 TRUE 0.9 5.55 6.45 2.452133 1 white ## 2746 1 6 0.1855608292 TRUE 0.9 5.55 6.45 2.452666 1 white ## 2747 1 6 0.1937890016 TRUE 0.9 5.55 6.45 2.453199 1 white ## 2748 1 6 0.2021258817 TRUE 0.9 5.55 6.45 2.453731 1 white ## 2749 1 6 0.2106200484 TRUE 0.9 5.55 6.45 2.454264 1 white ## 2750 1 6 0.2191867612 TRUE 0.9 5.55 6.45 2.454797 1 white ## 2751 1 6 0.2278221772 TRUE 0.9 5.55 6.45 2.455330 1 white ## 2752 1 6 0.2365437885 TRUE 0.9 5.55 6.45 2.455862 1 white ## 2753 1 6 0.2453051507 TRUE 0.9 5.55 6.45 2.456395 1 white ## 2754 1 6 0.2540923681 TRUE 0.9 5.55 6.45 2.456928 1 white ## 2755 1 6 0.2628982397 TRUE 0.9 5.55 6.45 2.457461 1 white ## 2756 1 6 0.2716932406 TRUE 0.9 5.55 6.45 2.457993 1 white ## 2757 1 6 0.2804676107 TRUE 0.9 5.55 6.45 2.458526 1 white ## 2758 1 6 0.2892068706 TRUE 0.9 5.55 6.45 2.459059 1 white ## 2759 1 6 0.2978648559 TRUE 0.9 5.55 6.45 2.459592 1 white ## 2760 1 6 0.3064546358 TRUE 0.9 5.55 6.45 2.460124 1 white ## 2761 1 6 0.3149717364 TRUE 0.9 5.55 6.45 2.460657 1 white ## 2762 1 6 0.3233226250 TRUE 0.9 5.55 6.45 2.461190 1 white ## 2763 1 6 0.3315584443 TRUE 0.9 5.55 6.45 2.461723 1 white ## 2764 1 6 0.3396763423 TRUE 0.9 5.55 6.45 2.462255 1 white ## 2765 1 6 0.3475855840 TRUE 0.9 5.55 6.45 2.462788 1 white ## 2766 1 6 0.3553108085 TRUE 0.9 5.55 6.45 2.463321 1 white ## 2767 1 6 0.3628783603 TRUE 0.9 5.55 6.45 2.463854 1 white ## 2768 1 6 0.3702186558 TRUE 0.9 5.55 6.45 2.464386 1 white ## 2769 1 6 0.3772999347 TRUE 0.9 5.55 6.45 2.464919 1 white ## 2770 1 6 0.3841923346 TRUE 0.9 5.55 6.45 2.465452 1 white ## 2771 1 6 0.3908619536 TRUE 0.9 5.55 6.45 2.465985 1 white ## 2772 1 6 0.3971991428 TRUE 0.9 5.55 6.45 2.466517 1 white ## 2773 1 6 0.4033274885 TRUE 0.9 5.55 6.45 2.467050 1 white ## 2774 1 6 0.4092456818 TRUE 0.9 5.55 6.45 2.467583 1 white ## 2775 1 6 0.4147922711 TRUE 0.9 5.55 6.45 2.468116 1 white ## 2776 1 6 0.4201114041 TRUE 0.9 5.55 6.45 2.468648 1 white ## 2777 1 6 0.4252155823 TRUE 0.9 5.55 6.45 2.469181 1 white ## 2778 1 6 0.4299935613 TRUE 0.9 5.55 6.45 2.469714 1 white ## 2779 1 6 0.4345074192 TRUE 0.9 5.55 6.45 2.470247 1 white ## 2780 1 6 0.4388161579 TRUE 0.9 5.55 6.45 2.470779 1 white ## 2781 1 6 0.4428600437 TRUE 0.9 5.55 6.45 2.471312 1 white ## 2782 1 6 0.4466239068 TRUE 0.9 5.55 6.45 2.471845 1 white ## 2783 1 6 0.4502071427 TRUE 0.9 5.55 6.45 2.472377 1 white ## 2784 1 6 0.4535949068 TRUE 0.9 5.55 6.45 2.472910 1 white ## 2785 1 6 0.4567141420 TRUE 0.9 5.55 6.45 2.473443 1 white ## 2786 1 6 0.4596908068 TRUE 0.9 5.55 6.45 2.473976 1 white ## 2787 1 6 0.4625291322 TRUE 0.9 5.55 6.45 2.474508 1 white ## 2788 1 6 0.4651661568 TRUE 0.9 5.55 6.45 2.475041 1 white ## 2789 1 6 0.4676982079 TRUE 0.9 5.55 6.45 2.475574 1 white ## 2790 1 6 0.4701425714 TRUE 0.9 5.55 6.45 2.476107 1 white ## 2791 1 6 0.4724827857 TRUE 0.9 5.55 6.45 2.476639 1 white ## 2792 1 6 0.4747659138 TRUE 0.9 5.55 6.45 2.477172 1 white ## 2793 1 6 0.4770196619 TRUE 0.9 5.55 6.45 2.477705 1 white ## 2794 1 6 0.4792529395 TRUE 0.9 5.55 6.45 2.478238 1 white ## 2795 1 6 0.4815045323 TRUE 0.9 5.55 6.45 2.478770 1 white ## 2796 1 6 0.4837887290 TRUE 0.9 5.55 6.45 2.479303 1 white ## 2797 1 6 0.4861159314 TRUE 0.9 5.55 6.45 2.479836 1 white ## 2798 1 6 0.4885611361 TRUE 0.9 5.55 6.45 2.480369 1 white ## 2799 1 6 0.4911002471 TRUE 0.9 5.55 6.45 2.480901 1 white ## 2800 1 6 0.4937388078 TRUE 0.9 5.55 6.45 2.481434 1 white ## 2801 1 6 0.4965782720 TRUE 0.9 5.55 6.45 2.481967 1 white ## 2802 1 6 0.4995853418 TRUE 0.9 5.55 6.45 2.482500 1 white ## 2803 1 6 0.5027470513 TRUE 0.9 5.55 6.45 2.483032 1 white ## 2804 1 6 0.5061526213 TRUE 0.9 5.55 6.45 2.483565 1 white ## 2805 1 6 0.5098151060 TRUE 0.9 5.55 6.45 2.484098 1 white ## 2806 1 6 0.5136777561 TRUE 0.9 5.55 6.45 2.484631 1 white ## 2807 1 6 0.5177964947 TRUE 0.9 5.55 6.45 2.485163 1 white ## 2808 1 6 0.5222638823 TRUE 0.9 5.55 6.45 2.485696 1 white ## 2809 1 6 0.5269641160 TRUE 0.9 5.55 6.45 2.486229 1 white ## 2810 1 6 0.5319051742 TRUE 0.9 5.55 6.45 2.486762 1 white ## 2811 1 6 0.5372793887 TRUE 0.9 5.55 6.45 2.487294 1 white ## 2812 1 6 0.5429041231 TRUE 0.9 5.55 6.45 2.487827 1 white ## 2813 1 6 0.5487799766 TRUE 0.9 5.55 6.45 2.488360 1 white ## 2814 1 6 0.5550620077 TRUE 0.9 5.55 6.45 2.488893 1 white ## 2815 1 6 0.5616435764 TRUE 0.9 5.55 6.45 2.489425 1 white ## 2816 1 6 0.5684759070 TRUE 0.9 5.55 6.45 2.489958 1 white ## 2817 1 6 0.5756547817 TRUE 0.9 5.55 6.45 2.490491 1 white ## 2818 1 6 0.5831701300 TRUE 0.9 5.55 6.45 2.491024 1 white ## 2819 1 6 0.5909204010 TRUE 0.9 5.55 6.45 2.491556 1 white ## 2820 1 6 0.5989447098 TRUE 0.9 5.55 6.45 2.492089 1 white ## 2821 1 6 0.6073186090 TRUE 0.9 5.55 6.45 2.492622 1 white ## 2822 1 6 0.6158977901 TRUE 0.9 5.55 6.45 2.493154 1 white ## 2823 1 6 0.6246789648 TRUE 0.9 5.55 6.45 2.493687 1 white ## 2824 1 6 0.6337868050 TRUE 0.9 5.55 6.45 2.494220 1 white ## 2825 1 6 0.6430631610 TRUE 0.9 5.55 6.45 2.494753 1 white ## 2826 1 6 0.6524995199 TRUE 0.9 5.55 6.45 2.495285 1 white ## 2827 1 6 0.6621600120 TRUE 0.9 5.55 6.45 2.495818 1 white ## 2828 1 6 0.6719694639 TRUE 0.9 5.55 6.45 2.496351 1 white ## 2829 1 6 0.6818896560 TRUE 0.9 5.55 6.45 2.496884 1 white ## 2830 1 6 0.6919417752 TRUE 0.9 5.55 6.45 2.497416 1 white ## 2831 1 6 0.7020997621 TRUE 0.9 5.55 6.45 2.497949 1 white ## 2832 1 6 0.7123155897 TRUE 0.9 5.55 6.45 2.498482 1 white ## 2833 1 6 0.7225877851 TRUE 0.9 5.55 6.45 2.499015 1 white ## 2834 1 6 0.7329014331 TRUE 0.9 5.55 6.45 2.499547 1 white ## 2835 1 6 0.7432198742 TRUE 0.9 5.55 6.45 2.500080 1 white ## 2836 1 6 0.7535381905 TRUE 0.9 5.55 6.45 2.500613 1 white ## 2837 1 6 0.7638190189 TRUE 0.9 5.55 6.45 2.501146 1 white ## 2838 1 6 0.7740530105 TRUE 0.9 5.55 6.45 2.501678 1 white ## 2839 1 6 0.7842372384 TRUE 0.9 5.55 6.45 2.502211 1 white ## 2840 1 6 0.7943226621 TRUE 0.9 5.55 6.45 2.502744 1 white ## 2841 1 6 0.8042996481 TRUE 0.9 5.55 6.45 2.503277 1 white ## 2842 1 6 0.8141825163 TRUE 0.9 5.55 6.45 2.503809 1 white ## 2843 1 6 0.8239296209 TRUE 0.9 5.55 6.45 2.504342 1 white ## 2844 1 6 0.8334971438 TRUE 0.9 5.55 6.45 2.504875 1 white ## 2845 1 6 0.8429325221 TRUE 0.9 5.55 6.45 2.505408 1 white ## 2846 1 6 0.8522171842 TRUE 0.9 5.55 6.45 2.505940 1 white ## 2847 1 6 0.8612451595 TRUE 0.9 5.55 6.45 2.506473 1 white ## 2848 1 6 0.8701093058 TRUE 0.9 5.55 6.45 2.507006 1 white ## 2849 1 6 0.8788069405 TRUE 0.9 5.55 6.45 2.507539 1 white ## 2850 1 6 0.8872060233 TRUE 0.9 5.55 6.45 2.508071 1 white ## 2851 1 6 0.8953956427 TRUE 0.9 5.55 6.45 2.508604 1 white ## 2852 1 6 0.9033930561 TRUE 0.9 5.55 6.45 2.509137 1 white ## 2853 1 6 0.9110966608 TRUE 0.9 5.55 6.45 2.509670 1 white ## 2854 1 6 0.9185243175 TRUE 0.9 5.55 6.45 2.510202 1 white ## 2855 1 6 0.9257375494 TRUE 0.9 5.55 6.45 2.510735 1 white ## 2856 1 6 0.9326738834 TRUE 0.9 5.55 6.45 2.511268 1 white ## 2857 1 6 0.9392616257 TRUE 0.9 5.55 6.45 2.511801 1 white ## 2858 1 6 0.9456141208 TRUE 0.9 5.55 6.45 2.512333 1 white ## 2859 1 6 0.9517155957 TRUE 0.9 5.55 6.45 2.512866 1 white ## 2860 1 6 0.9573878642 TRUE 0.9 5.55 6.45 2.513399 1 white ## 2861 1 6 0.9628033957 TRUE 0.9 5.55 6.45 2.513931 1 white ## 2862 1 6 0.9679600309 TRUE 0.9 5.55 6.45 2.514464 1 white ## 2863 1 6 0.9726779344 TRUE 0.9 5.55 6.45 2.514997 1 white ## 2864 1 6 0.9770743226 TRUE 0.9 5.55 6.45 2.515530 1 white ## 2865 1 6 0.9811875483 TRUE 0.9 5.55 6.45 2.516062 1 white ## 2866 1 6 0.9848851517 TRUE 0.9 5.55 6.45 2.516595 1 white ## 2867 1 6 0.9881698302 TRUE 0.9 5.55 6.45 2.517128 1 white ## 2868 1 6 0.9911436555 TRUE 0.9 5.55 6.45 2.517661 1 white ## 2869 1 6 0.9937309663 TRUE 0.9 5.55 6.45 2.518193 1 white ## 2870 1 6 0.9957992136 TRUE 0.9 5.55 6.45 2.518726 1 white ## 2871 1 6 0.9975255629 TRUE 0.9 5.55 6.45 2.519259 1 white ## 2872 1 6 0.9989025772 TRUE 0.9 5.55 6.45 2.519792 1 white ## 2873 1 6 0.9996389009 TRUE 0.9 5.55 6.45 2.520324 1 white ## 2874 1 6 1.0000000000 TRUE 0.9 5.55 6.45 2.520857 1 white ## 2875 1 6 0.9999826767 TRUE 0.9 5.55 6.45 2.521390 1 white ## 2876 1 6 0.9993422278 TRUE 0.9 5.55 6.45 2.521923 1 white ## 2877 1 6 0.9982161765 TRUE 0.9 5.55 6.45 2.522455 1 white ## 2878 1 6 0.9966783508 TRUE 0.9 5.55 6.45 2.522988 1 white ## 2879 1 6 0.9945577426 TRUE 0.9 5.55 6.45 2.523521 1 white ## 2880 1 6 0.9918268324 TRUE 0.9 5.55 6.45 2.524054 1 white ## 2881 1 6 0.9886538082 TRUE 0.9 5.55 6.45 2.524586 1 white ## 2882 1 6 0.9849545071 TRUE 0.9 5.55 6.45 2.525119 1 white ## 2883 1 6 0.9805154910 TRUE 0.9 5.55 6.45 2.525652 1 white ## 2884 1 6 0.9756103074 TRUE 0.9 5.55 6.45 2.526185 1 white ## 2885 1 6 0.9702370294 TRUE 0.9 5.55 6.45 2.526717 1 white ## 2886 1 6 0.9640272396 TRUE 0.9 5.55 6.45 2.527250 1 white ## 2887 1 6 0.9573218740 TRUE 0.9 5.55 6.45 2.527783 1 white ## 2888 1 6 0.9501354403 TRUE 0.9 5.55 6.45 2.528316 1 white ## 2889 1 6 0.9421998767 TRUE 0.9 5.55 6.45 2.528848 1 white ## 2890 1 6 0.9336657783 TRUE 0.9 5.55 6.45 2.529381 1 white ## 2891 1 6 0.9246505911 TRUE 0.9 5.55 6.45 2.529914 1 white ## 2892 1 6 0.9149921347 TRUE 0.9 5.55 6.45 2.530447 1 white ## 2893 1 6 0.9046489317 TRUE 0.9 5.55 6.45 2.530979 1 white ## 2894 1 6 0.8938396697 TRUE 0.9 5.55 6.45 2.531512 1 white ## 2895 1 6 0.8825059309 TRUE 0.9 5.55 6.45 2.532045 1 white ## 2896 1 6 0.8704273279 TRUE 0.9 5.55 6.45 2.532578 1 white ## 2897 1 6 0.8579138302 TRUE 0.9 5.55 6.45 2.533110 1 white ## 2898 1 6 0.8449691703 TRUE 0.9 5.55 6.45 2.533643 1 white ## 2899 1 6 0.8313163337 TRUE 0.9 5.55 6.45 2.534176 1 white ## 2900 1 6 0.8172448256 TRUE 0.9 5.55 6.45 2.534708 1 white ## 2901 1 6 0.8027913643 TRUE 0.9 5.55 6.45 2.535241 1 white ## 2902 1 6 0.7877905368 TRUE 0.9 5.55 6.45 2.535774 1 white ## 2903 1 6 0.7723609745 TRUE 0.9 5.55 6.45 2.536307 1 white ## 2904 1 6 0.7566131272 TRUE 0.9 5.55 6.45 2.536839 1 white ## 2905 1 6 0.7404728778 TRUE 0.9 5.55 6.45 2.537372 1 white ## 2906 1 6 0.7239325692 TRUE 0.9 5.55 6.45 2.537905 1 white ## 2907 1 6 0.7071495701 TRUE 0.9 5.55 6.45 2.538438 1 white ## 2908 1 6 0.6901138142 TRUE 0.9 5.55 6.45 2.538970 1 white ## 2909 1 6 0.6727478257 TRUE 0.9 5.55 6.45 2.539503 1 white ## 2910 1 6 0.6552233009 TRUE 0.9 5.55 6.45 2.540036 1 white ## 2911 1 6 0.6375485051 TRUE 0.9 5.55 6.45 2.540569 1 white ## 2912 1 6 0.6196813165 TRUE 0.9 5.55 6.45 2.541101 1 white ## 2913 1 6 0.6017307350 TRUE 0.9 5.55 6.45 2.541634 1 white ## 2914 1 6 0.5837189157 TRUE 0.9 5.55 6.45 2.542167 1 white ## 2915 1 6 0.5656574348 TRUE 0.9 5.55 6.45 2.542700 1 white ## 2916 1 6 0.5476044638 TRUE 0.9 5.55 6.45 2.543232 1 white ## 2917 1 6 0.5295791873 TRUE 0.9 5.55 6.45 2.543765 1 white ## 2918 1 6 0.5116117677 TRUE 0.9 5.55 6.45 2.544298 1 white ## 2919 1 6 0.4937746019 TRUE 0.9 5.55 6.45 2.544831 1 white ## 2920 1 6 0.4760500474 TRUE 0.9 5.55 6.45 2.545363 1 white ## 2921 1 6 0.4584532813 TRUE 0.9 5.55 6.45 2.545896 1 white ## 2922 1 6 0.4411319533 TRUE 0.9 5.55 6.45 2.546429 1 white ## 2923 1 6 0.4240007051 TRUE 0.9 5.55 6.45 2.546962 1 white ## 2924 1 6 0.4070662431 TRUE 0.9 5.55 6.45 2.547494 1 white ## 2925 1 6 0.3904954897 TRUE 0.9 5.55 6.45 2.548027 1 white ## 2926 1 6 0.3742183811 TRUE 0.9 5.55 6.45 2.548560 1 white ## 2927 1 6 0.3582038315 TRUE 0.9 5.55 6.45 2.549093 1 white ## 2928 1 6 0.3425860762 TRUE 0.9 5.55 6.45 2.549625 1 white ## 2929 1 6 0.3273846266 TRUE 0.9 5.55 6.45 2.550158 1 white ## 2930 1 6 0.3124992516 TRUE 0.9 5.55 6.45 2.550691 1 white ## 2931 1 6 0.2980076892 TRUE 0.9 5.55 6.45 2.551224 1 white ## 2932 1 6 0.2840594014 TRUE 0.9 5.55 6.45 2.551756 1 white ## 2933 1 6 0.2704676061 TRUE 0.9 5.55 6.45 2.552289 1 white ## 2934 1 6 0.2572366270 TRUE 0.9 5.55 6.45 2.552822 1 white ## 2935 1 6 0.2446731409 TRUE 0.9 5.55 6.45 2.553355 1 white ## 2936 1 6 0.2324934605 TRUE 0.9 5.55 6.45 2.553887 1 white ## 2937 1 6 0.2206992807 TRUE 0.9 5.55 6.45 2.554420 1 white ## 2938 1 6 0.2095263529 TRUE 0.9 5.55 6.45 2.554953 1 white ## 2939 1 6 0.1988329295 TRUE 0.9 5.55 6.45 2.555485 1 white ## 2940 1 6 0.1885384391 TRUE 0.9 5.55 6.45 2.556018 1 white ## 2941 1 6 0.1787957125 TRUE 0.9 5.55 6.45 2.556551 1 white ## 2942 1 6 0.1696217744 TRUE 0.9 5.55 6.45 2.557084 1 white ## 2943 1 6 0.1608492987 TRUE 0.9 5.55 6.45 2.557616 1 white ## 2944 1 6 0.1525452138 TRUE 0.9 5.55 6.45 2.558149 1 white ## 2945 1 6 0.1448879648 TRUE 0.9 5.55 6.45 2.558682 1 white ## 2946 1 6 0.1376254358 TRUE 0.9 5.55 6.45 2.559215 1 white ## 2947 1 6 0.1307566420 TRUE 0.9 5.55 6.45 2.559747 1 white ## 2948 1 6 0.1245670010 TRUE 0.9 5.55 6.45 2.560280 1 white ## 2949 1 6 0.1187737430 TRUE 0.9 5.55 6.45 2.560813 1 white ## 2950 1 6 0.1133591142 TRUE 0.9 5.55 6.45 2.561346 1 white ## 2951 1 6 0.1085183145 TRUE 0.9 5.55 6.45 2.561878 1 white ## 2952 1 6 0.1041308431 TRUE 0.9 5.55 6.45 2.562411 1 white ## 2953 1 6 0.1001013025 TRUE 0.9 5.55 6.45 2.562944 1 white ## 2954 1 6 0.0965412493 TRUE 0.9 5.55 6.45 2.563477 1 white ## 2955 1 6 0.0934786059 TRUE 0.9 5.55 6.45 2.564009 1 white ## 2956 1 6 0.0907490489 TRUE 0.9 5.55 6.45 2.564542 1 white ## 2957 1 6 0.0883894270 TRUE 0.9 5.55 6.45 2.565075 1 white ## 2958 1 6 0.0865577096 TRUE 0.9 5.55 6.45 2.565608 1 white ## 2959 1 6 0.0850312427 TRUE 0.9 5.55 6.45 2.566140 1 white ## 2960 1 6 0.0838072787 TRUE 0.9 5.55 6.45 2.566673 1 white ## 2961 1 6 0.0830785881 TRUE 0.9 5.55 6.45 2.567206 1 white ## 2962 1 6 0.0826497489 TRUE 0.9 5.55 6.45 2.567739 1 white ## 2963 1 6 0.0824931953 TRUE 0.9 5.55 6.45 2.568271 1 white ## 2964 1 6 0.0827295277 TRUE 0.9 5.55 6.45 2.568804 1 white ## 2965 1 6 0.0832864967 TRUE 0.9 5.55 6.45 2.569337 1 white ## 2966 1 6 0.0840839779 TRUE 0.9 5.55 6.45 2.569870 1 white ## 2967 1 6 0.0851820688 TRUE 0.9 5.55 6.45 2.570402 1 white ## 2968 1 6 0.0866080183 TRUE 0.9 5.55 6.45 2.570935 1 white ## 2969 1 6 0.0882414226 TRUE 0.9 5.55 6.45 2.571468 1 white ## 2970 1 6 0.0900942041 TRUE 0.9 5.55 6.45 2.572001 1 white ## 2971 1 6 0.0922680297 TRUE 0.9 5.55 6.45 2.572533 1 white ## 2972 1 6 0.0946151115 TRUE 0.9 5.55 6.45 2.573066 1 white ## 2973 1 6 0.0971321568 TRUE 0.9 5.55 6.45 2.573599 1 white ## 2974 1 6 0.0999088504 TRUE 0.9 5.55 6.45 2.574132 1 white ## 2975 1 6 0.1028436268 TRUE 0.9 5.55 6.45 2.574664 1 white ## 2976 1 6 0.1059130285 TRUE 0.9 5.55 6.45 2.575197 1 white ## 2977 1 6 0.1091625546 TRUE 0.9 5.55 6.45 2.575730 1 white ## 2978 1 6 0.1125558231 TRUE 0.9 5.55 6.45 2.576262 1 white ## 2979 1 6 0.1160475967 TRUE 0.9 5.55 6.45 2.576795 1 white ## 2980 1 6 0.1196527283 TRUE 0.9 5.55 6.45 2.577328 1 white ## 2981 1 6 0.1233729958 TRUE 0.9 5.55 6.45 2.577861 1 white ## 2982 1 6 0.1271552572 TRUE 0.9 5.55 6.45 2.578393 1 white ## 2983 1 6 0.1309975760 TRUE 0.9 5.55 6.45 2.578926 1 white ## 2984 1 6 0.1349126212 TRUE 0.9 5.55 6.45 2.579459 1 white ## 2985 1 6 0.1388533713 TRUE 0.9 5.55 6.45 2.579992 1 white ## 2986 1 6 0.1428164541 TRUE 0.9 5.55 6.45 2.580524 1 white ## 2987 1 6 0.1467940957 TRUE 0.9 5.55 6.45 2.581057 1 white ## 2988 1 6 0.1507637722 TRUE 0.9 5.55 6.45 2.581590 1 white ## 2989 1 6 0.1547208060 TRUE 0.9 5.55 6.45 2.582123 1 white ## 2990 1 6 0.1586465984 TRUE 0.9 5.55 6.45 2.582655 1 white ## 2991 1 6 0.1625213590 TRUE 0.9 5.55 6.45 2.583188 1 white ## 2992 1 6 0.1663508226 TRUE 0.9 5.55 6.45 2.583721 1 white ## 2993 1 6 0.1701188740 TRUE 0.9 5.55 6.45 2.584254 1 white ## 2994 1 6 0.1737844558 TRUE 0.9 5.55 6.45 2.584786 1 white ## 2995 1 6 0.1773756273 TRUE 0.9 5.55 6.45 2.585319 1 white ## 2996 1 6 0.1808897951 TRUE 0.9 5.55 6.45 2.585852 1 white ## 2997 1 6 0.1842463046 TRUE 0.9 5.55 6.45 2.586385 1 white ## 2998 1 6 0.1875034606 TRUE 0.9 5.55 6.45 2.586917 1 white ## 2999 1 6 0.1906599990 TRUE 0.9 5.55 6.45 2.587450 1 white ## 3000 1 6 0.1936468148 TRUE 0.9 5.55 6.45 2.587983 1 white ## 3001 1 6 0.1964932739 TRUE 0.9 5.55 6.45 2.588516 1 white ## 3002 1 6 0.1992216063 TRUE 0.9 5.55 6.45 2.589048 1 white ## 3003 1 6 0.2017835222 TRUE 0.9 5.55 6.45 2.589581 1 white ## 3004 1 6 0.2041651330 TRUE 0.9 5.55 6.45 2.590114 1 white ## 3005 1 6 0.2064180875 TRUE 0.9 5.55 6.45 2.590647 1 white ## 3006 1 6 0.2085206554 TRUE 0.9 5.55 6.45 2.591179 1 white ## 3007 1 6 0.2104083318 TRUE 0.9 5.55 6.45 2.591712 1 white ## 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3029 0.5 NA solid ## 3030 0.5 NA solid ## 3031 0.5 NA solid ## 3032 0.5 NA solid ## 3033 0.5 NA solid ## 3034 0.5 NA solid ## 3035 0.5 NA solid ## 3036 0.5 NA solid ## 3037 0.5 NA solid ## 3038 0.5 NA solid ## 3039 0.5 NA solid ## 3040 0.5 NA solid ## 3041 0.5 NA solid ## 3042 0.5 NA solid ## 3043 0.5 NA solid ## 3044 0.5 NA solid ## 3045 0.5 NA solid ## 3046 0.5 NA solid ## 3047 0.5 NA solid ## 3048 0.5 NA solid ## 3049 0.5 NA solid ## 3050 0.5 NA solid ## 3051 0.5 NA solid ## 3052 0.5 NA solid ## 3053 0.5 NA solid ## 3054 0.5 NA solid ## 3055 0.5 NA solid ## 3056 0.5 NA solid ## 3057 0.5 NA solid ## 3058 0.5 NA solid ## 3059 0.5 NA solid ## 3060 0.5 NA solid ## 3061 0.5 NA solid ## 3062 0.5 NA solid ## 3063 0.5 NA solid ## 3064 0.5 NA solid ## 3065 0.5 NA solid ## 3066 0.5 NA solid ## 3067 0.5 NA solid ## 3068 0.5 NA solid ## 3069 0.5 NA solid ## 3070 0.5 NA solid ## 3071 0.5 NA solid ## 3072 0.5 NA solid ## ## $data[[2]] ## xmin xlower xmiddle xupper xmax outliers ## 1 2.334454 2.442583 2.533840 2.569046 2.606381 ## 2 2.033424 2.136686 2.179728 2.245967 2.356026 ## 3 2.149219 2.250231 2.344108 2.411193 2.489958 ## 4 2.313867 2.396874 2.419956 2.505097 2.579784 2.184691 ## 5 2.198657 2.314572 2.394452 2.431355 2.517196 ## 6 2.469822 2.495009 2.515801 2.531798 2.532754 2.626340, 2.593286, 2.354108 ## notchupper notchlower y flipped_aes PANEL group xmin_final xmax_final ymin ## 1 2.591521 2.476160 1 TRUE 1 1 2.334454 2.606381 0.95 ## 2 2.234329 2.125127 2 TRUE 1 2 2.033424 2.356026 1.95 ## 3 2.417524 2.270691 3 TRUE 1 3 2.149219 2.489958 2.95 ## 4 2.471512 2.368400 4 TRUE 1 4 2.184691 2.579784 3.95 ## 5 2.443766 2.345137 5 TRUE 1 5 2.198657 2.517196 4.95 ## 6 2.532581 2.499022 6 TRUE 1 6 2.354108 2.626340 5.95 ## ymax xid newx new_width weight colour fill size alpha shape linetype ## 1 1.05 1 1 0.1 1 grey20 white 0.5 NA 19 solid ## 2 2.05 2 2 0.1 1 grey20 white 0.5 NA 19 solid ## 3 3.05 3 3 0.1 1 grey20 white 0.5 NA 19 solid ## 4 4.05 4 4 0.1 1 grey20 white 0.5 NA 19 solid ## 5 5.05 5 5 0.1 1 grey20 white 0.5 NA 19 solid ## 6 6.05 6 6 0.1 1 grey20 white 0.5 NA 19 solid ## ## ## $layout ## <ggproto object: Class Layout, gg> ## coord: <ggproto object: Class CoordCartesian, Coord, gg> ## aspect: function ## backtransform_range: function ## clip: on ## default: TRUE ## distance: function ## expand: TRUE ## is_free: function ## is_linear: function ## labels: function ## limits: list ## modify_scales: function ## range: function ## render_axis_h: function ## render_axis_v: function ## render_bg: function ## render_fg: function ## setup_data: function ## setup_layout: function ## setup_panel_guides: function ## setup_panel_params: function ## setup_params: function ## train_panel_guides: function ## transform: function ## super: <ggproto object: Class CoordCartesian, Coord, gg> ## coord_params: list ## facet: <ggproto object: Class FacetNull, Facet, gg> ## compute_layout: function ## draw_back: function ## draw_front: function ## draw_labels: function ## draw_panels: function ## finish_data: function ## init_scales: function ## map_data: function ## params: list ## setup_data: function ## setup_params: function ## shrink: TRUE ## train_scales: function ## vars: function ## super: <ggproto object: Class FacetNull, Facet, gg> ## facet_params: list ## finish_data: function ## get_scales: function ## layout: data.frame ## map_position: function ## panel_params: list ## panel_scales_x: list ## panel_scales_y: list ## render: function ## render_labels: function ## reset_scales: function ## setup: function ## setup_panel_guides: function ## setup_panel_params: function ## train_position: function ## xlabel: function ## ylabel: function ## super: <ggproto object: Class Layout, gg> ## ## $plot ``` <img src="images/day1-session2/build-1.png" width="504" style="display: block; margin: auto;" /> ``` ## ## attr(,"class") ## [1] "ggplot_built" ``` ]] <br> * Prepares the **data** for each layer * **`Layout` object** holding information about the trained coordinate system and facetting * Copy of the **plot object** `g` with trained scales --- class: transition # \#2> `ggplot_gtable()` --- # List of grobs in a ggplot object .flex.mt2[ .w-30[ ```r print(g) ``` <img src="images/day1-session2/basic-ggplot-1.png" width="432" style="display: block; margin: auto;" /> ] .w-80.pl3.h-100.f5[ ```r data <- ggplot_build(g) *gtable <- ggplot_gtable(data) gtable ``` .scroll-sign.h5.f5[ .overflow-scroll.h-100[ ``` ## TableGrob (12 x 11) "layout": 19 grobs ## z cells name grob ## 1 0 ( 1-12, 1-11) background rect[plot.background..rect.1080] ## 2 5 ( 6- 6, 4- 4) spacer zeroGrob[NULL] ## 3 7 ( 7- 7, 4- 4) axis-l absoluteGrob[GRID.absoluteGrob.1020] ## 4 3 ( 8- 8, 4- 4) spacer zeroGrob[NULL] ## 5 6 ( 6- 6, 5- 5) axis-t zeroGrob[NULL] ## 6 1 ( 7- 7, 5- 5) panel gTree[panel-1.gTree.1012] ## 7 9 ( 8- 8, 5- 5) axis-b absoluteGrob[GRID.absoluteGrob.1016] ## 8 4 ( 6- 6, 6- 6) spacer zeroGrob[NULL] ## 9 8 ( 7- 7, 6- 6) axis-r zeroGrob[NULL] ## 10 2 ( 8- 8, 6- 6) spacer zeroGrob[NULL] ## 11 10 ( 5- 5, 5- 5) xlab-t zeroGrob[NULL] ## 12 11 ( 9- 9, 5- 5) xlab-b titleGrob[axis.title.x.bottom..titleGrob.1023] ## 13 12 ( 7- 7, 3- 3) ylab-l titleGrob[axis.title.y.left..titleGrob.1026] ## 14 13 ( 7- 7, 7- 7) ylab-r zeroGrob[NULL] ## 15 14 ( 7- 7, 9- 9) guide-box gtable[guide-box] ## 16 15 ( 4- 4, 5- 5) subtitle zeroGrob[plot.subtitle..zeroGrob.1076] ## 17 16 ( 3- 3, 5- 5) title zeroGrob[plot.title..zeroGrob.1075] ## 18 17 (10-10, 5- 5) caption zeroGrob[plot.caption..zeroGrob.1078] ## 19 18 ( 2- 2, 2- 2) tag zeroGrob[plot.tag..zeroGrob.1077] ``` ]] <br> * `gtable` is actually a special type of `grid::gTree` {{content}} ] ] .footnote.f5[ Hadley Wickham and Thomas Lin Pedersen (2019). gtable: Arrange 'Grobs' in Tables. R package version 0.3.0. https://CRAN.R-project.org/package=gtable ] -- ```r class(gtable) ``` ``` ## [1] "gtable" "gTree" "grob" "gDesc" ``` --- # Inspecting `gtable` .f5[ ```r grid::grid.ls(gtable) ``` ``` ## layout ``` {{content}} ] -- ```r gftable <- grid::grid.force(gtable) grid::grid.ls(gftable) ``` ``` ## layout ## background.1-11-12-1 ## panel.7-5-7-5 ## grill.gTree.1010 ## panel.background..rect.1003 ## panel.grid.minor.x..polyline.1005 ## panel.grid.major.y..polyline.1007 ## panel.grid.major.x..polyline.1009 ## NULL ## geom_violin.gTree.945 ## geom_violin.polygon.928 ## geom_violin.polygon.931 ## geom_violin.polygon.934 ## geom_violin.polygon.937 ## geom_violin.polygon.940 ## geom_violin.polygon.943 ## geom_boxplot.gTree.999 ## geom_boxplot.gTree.953 ## GRID.segments.947 ## geom_crossbar.gTree.952 ## geom_polygon.polygon.950 ## GRID.segments.951 ## geom_boxplot.gTree.961 ## GRID.segments.955 ## geom_crossbar.gTree.960 ## geom_polygon.polygon.958 ## GRID.segments.959 ## geom_boxplot.gTree.969 ## GRID.segments.963 ## geom_crossbar.gTree.968 ## geom_polygon.polygon.966 ## GRID.segments.967 ## geom_boxplot.gTree.979 ## geom_point.points.971 ## GRID.segments.973 ## geom_crossbar.gTree.978 ## geom_polygon.polygon.976 ## GRID.segments.977 ## geom_boxplot.gTree.987 ## GRID.segments.981 ## geom_crossbar.gTree.986 ## geom_polygon.polygon.984 ## GRID.segments.985 ## geom_boxplot.gTree.997 ## geom_point.points.989 ## GRID.segments.991 ## geom_crossbar.gTree.996 ## geom_polygon.polygon.994 ## GRID.segments.995 ## NULL ## panel.border..zeroGrob.1000 ## spacer.8-6-8-6 ## spacer.8-4-8-4 ## spacer.6-6-6-6 ## spacer.6-4-6-4 ## axis-t.6-5-6-5 ## axis-l.7-4-7-4 ## NULL ## axis ## axis.1-1-1-1 ## GRID.text.1017 ## axis.1-2-1-2 ## axis-r.7-6-7-6 ## axis-b.8-5-8-5 ## NULL ## axis ## axis.1-1-1-1 ## axis.2-1-2-1 ## GRID.text.1013 ## xlab-t.5-5-5-5 ## xlab-b.9-5-9-5 ## GRID.text.1021 ## ylab-l.7-3-7-3 ## GRID.text.1024 ## ylab-r.7-7-7-7 ## guide-box.7-9-7-9 ## legend.box.background.2-4-4-2 ## guides.3-3-3-3 ## background.1-6-10-1 ## title.2-5-2-2 ## guide.title.titleGrob.1029 ## GRID.text.1027 ## key-3-1-bg.4-2-4-2 ## key-3-1-1.4-2-4-2 ## key-4-1-bg.5-2-5-2 ## key-4-1-1.5-2-5-2 ## key-5-1-bg.6-2-6-2 ## key-5-1-1.6-2-6-2 ## key-6-1-bg.7-2-7-2 ## key-6-1-1.7-2-7-2 ## key-7-1-bg.8-2-8-2 ## key-7-1-1.8-2-8-2 ## key-8-1-bg.9-2-9-2 ## key-8-1-1.9-2-9-2 ## label-3-3.4-4-4-4 ## guide.label.titleGrob.1032 ## GRID.text.1030 ## label-4-3.5-4-5-4 ## guide.label.titleGrob.1035 ## GRID.text.1033 ## label-5-3.6-4-6-4 ## guide.label.titleGrob.1038 ## GRID.text.1036 ## label-6-3.7-4-7-4 ## guide.label.titleGrob.1041 ## GRID.text.1039 ## label-7-3.8-4-8-4 ## guide.label.titleGrob.1044 ## GRID.text.1042 ## label-8-3.9-4-9-4 ## guide.label.titleGrob.1047 ## GRID.text.1045 ## subtitle.4-5-4-5 ## title.3-5-3-5 ## caption.10-5-10-5 ## tag.2-2-2-2 ``` --- # Manipulating the `gtable` * As `gtable` is a `gTree`, you can use the same approach to manipulate it via `grid` -- * The exact grob names are long (and not easy to predict) in `ggplot2` so we'll use regular expression to find grob paths (via `grep = TRUE`) ```r grid::grid.grep("panel.background", gftable, grep = TRUE) ``` ``` ## layout::panel.7-5-7-5::grill.gTree.1010::panel.background..rect.1003 ``` -- * We'll edit the panel background so it has a red border and tilted 30 degrees ```r getable <- grid::editGrob(gftable, gPath = "panel.background", grep = TRUE, gp = grid::gpar(col = "red"), vp = grid::viewport(angle = 30)) ``` * In another modification, we'll remove the panel background ```r grtable <- grid::removeGrob(gftable, gPath = "panel.background", grep = TRUE) ``` --- class: transition # \#3> .monash-white[`grid.draw()`] --- # Resulting edit using `grid` on `gtable` .flex.f5[ .w-50[ **Original** ```r grid::grid.draw(gtable) ``` <img src="images/day1-session2/gtable-original-1.png" width="432" style="display: block; margin: auto;" /> ] .w-50[ **Forced** ```r grid::grid.draw(gftable) ``` <img src="images/day1-session2/gtable-forced-1.png" width="432" style="display: block; margin: auto;" /> ]] .flex.f5[ .w-50[ **Editted** ```r grid::grid.draw(getable) ``` <img src="images/day1-session2/gtable-editted-1.png" width="432" style="display: block; margin: auto;" /> ] .w-50[ **Removed** ```r grid::grid.draw(grtable) ``` <img src="images/day1-session2/gtable-removed-1.png" width="432" style="display: block; margin: auto;" /> ] ] --- class: transition # Resources <br> .f2[Check out also the 3rd edition of the ggplot2 book<br>https://ggplot2-book.org/internals.html] --- class: exercise middle hide-slide-number <i class="fas fa-users"></i> # <i class="fas fa-code"></i> Open `day1-exercise-02.Rmd` <center> <div class="countdown clock" id="timer_61af4db8" style="right:0;bottom:0;" data-warnwhen="0"> <code class="countdown-time"><span class="countdown-digits minutes">15</span><span class="countdown-digits colon">:</span><span class="countdown-digits seconds">00</span></code> </div> </center> --- class: font_smaller background-color: #e5e5e5 # Session Information .overflow-scroll.h-80[ ```r devtools::session_info() ``` ``` ## ─ Session info 🚚 🃏 ☝🏻 ──────────────────────────────────────────────── ## hash: delivery truck, joker, index pointing up: light skin tone ## ## setting value ## version R version 4.1.2 (2021-11-01) ## os macOS Catalina 10.15.7 ## system x86_64, darwin17.0 ## ui X11 ## language (EN) ## collate en_AU.UTF-8 ## ctype en_AU.UTF-8 ## tz Australia/Melbourne ## date 2021-12-07 ## pandoc 2.14.0.3 @ /Applications/RStudio.app/Contents/MacOS/pandoc/ (via rmarkdown) ## ## ─ Packages ─────────────────────────────────────────────────────────────────── ## package * version date (UTC) lib source ## assertthat 0.2.1 2019-03-21 [1] CRAN (R 4.1.0) ## bslib 0.3.1 2021-10-06 [1] CRAN (R 4.1.0) ## cachem 1.0.6 2021-08-19 [1] CRAN (R 4.1.0) ## callr 3.7.0 2021-04-20 [1] CRAN (R 4.1.0) ## cli 3.1.0 2021-10-27 [1] CRAN (R 4.1.0) ## colorspace 2.0-2 2021-06-24 [1] CRAN (R 4.1.0) ## countdown 0.3.5 2021-12-07 [1] Github (gadenbuie/countdown@a544fa4) ## crayon 1.4.2 2021-10-29 [1] CRAN (R 4.1.0) ## DBI 1.1.1 2021-01-15 [1] CRAN (R 4.1.0) ## desc 1.4.0 2021-09-28 [1] CRAN (R 4.1.0) ## devtools 2.4.2 2021-06-07 [1] CRAN (R 4.1.0) ## diffobj 0.3.5 2021-10-05 [1] CRAN (R 4.1.0) ## digest 0.6.29 2021-12-01 [1] CRAN (R 4.1.0) ## dplyr 1.0.7 2021-06-18 [1] CRAN (R 4.1.0) ## ellipsis 0.3.2 2021-04-29 [1] CRAN (R 4.1.0) ## evaluate 0.14 2019-05-28 [1] CRAN (R 4.1.0) ## fansi 0.5.0 2021-05-25 [1] CRAN (R 4.1.0) ## farver 2.1.0 2021-02-28 [1] CRAN (R 4.1.0) ## fastmap 1.1.0 2021-01-25 [1] CRAN (R 4.1.0) ## fs 1.5.0 2020-07-31 [1] CRAN (R 4.1.0) ## generics 0.1.1 2021-10-25 [1] CRAN (R 4.1.0) ## ggplot2 * 3.3.5 2021-06-25 [1] CRAN (R 4.1.0) ## glue 1.5.0 2021-11-07 [1] CRAN (R 4.1.0) ## gtable 0.3.0 2019-03-25 [1] CRAN (R 4.1.0) ## highr 0.9 2021-04-16 [1] CRAN (R 4.1.0) ## htmltools 0.5.2 2021-08-25 [1] CRAN (R 4.1.0) ## jquerylib 0.1.4 2021-04-26 [1] CRAN (R 4.1.0) ## jsonlite 1.7.2 2020-12-09 [1] CRAN (R 4.1.0) ## knitr 1.36 2021-09-29 [1] CRAN (R 4.1.0) ## labeling 0.4.2 2020-10-20 [1] CRAN (R 4.1.0) ## lifecycle 1.0.1 2021-09-24 [1] CRAN (R 4.1.0) ## magrittr 2.0.1 2020-11-17 [1] CRAN (R 4.1.0) ## memoise 2.0.0 2021-01-26 [1] CRAN (R 4.1.0) ## munsell 0.5.0 2018-06-12 [1] CRAN (R 4.1.0) ## pillar 1.6.4 2021-10-18 [1] CRAN (R 4.1.0) ## pkgbuild 1.2.0 2020-12-15 [1] CRAN (R 4.1.0) ## pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 4.1.0) ## pkgload 1.2.3 2021-10-13 [1] CRAN (R 4.1.0) ## prettyunits 1.1.1 2020-01-24 [1] CRAN (R 4.1.0) ## processx 3.5.2 2021-04-30 [1] CRAN (R 4.1.0) ## ps 1.6.0 2021-02-28 [1] CRAN (R 4.1.0) ## purrr 0.3.4 2020-04-17 [1] CRAN (R 4.1.0) ## R6 2.5.1 2021-08-19 [1] CRAN (R 4.1.0) ## rematch2 2.1.2 2020-05-01 [1] CRAN (R 4.1.0) ## remotes 2.4.1 2021-09-29 [1] CRAN (R 4.1.0) ## rlang 0.4.12 2021-10-18 [1] CRAN (R 4.1.0) ## rmarkdown 2.11 2021-09-14 [1] CRAN (R 4.1.0) ## rprojroot 2.0.2 2020-11-15 [1] CRAN (R 4.1.0) ## rstudioapi 0.13 2020-11-12 [1] CRAN (R 4.1.0) ## sass 0.4.0 2021-05-12 [1] CRAN (R 4.1.0) ## scales 1.1.1 2020-05-11 [1] CRAN (R 4.1.0) ## sessioninfo 1.2.1 2021-11-02 [1] CRAN (R 4.1.0) ## stringi 1.7.5 2021-10-04 [1] CRAN (R 4.1.0) ## stringr 1.4.0 2019-02-10 [1] CRAN (R 4.1.0) ## testthat 3.1.0 2021-10-04 [1] CRAN (R 4.1.0) ## tibble 3.1.6 2021-11-07 [1] CRAN (R 4.1.0) ## tidyselect 1.1.1 2021-04-30 [1] CRAN (R 4.1.0) ## usethis 2.1.3 2021-10-27 [1] CRAN (R 4.1.0) ## utf8 1.2.2 2021-07-24 [1] CRAN (R 4.1.0) ## vctrs 0.3.8 2021-04-29 [1] CRAN (R 4.1.0) ## waldo 0.3.1 2021-09-14 [1] CRAN (R 4.1.0) ## whisker 0.4 2019-08-28 [1] CRAN (R 4.1.0) ## withr 2.4.2 2021-04-18 [1] CRAN (R 4.1.0) ## xaringan 0.22 2021-06-23 [1] CRAN (R 4.1.0) ## xfun 0.28 2021-11-04 [1] CRAN (R 4.1.0) ## yaml 2.2.1 2020-02-01 [1] CRAN (R 4.1.0) ## ## [1] /Library/Frameworks/R.framework/Versions/4.1/Resources/library ## ## ────────────────────────────────────────────────────────────────────────────── ``` ] These slides are licensed under <br><center><a href="https://creativecommons.org/licenses/by-sa/3.0/au/"><img src="images/cc.svg" style="height:2em;"/><img src="images/by.svg" style="height:2em;"/><img src="images/sa.svg" style="height:2em;"/></a></center>