class: center, middle, inverse, title-slide .title[ # <font size = 7 color = "white">Presentation Ninja Basics</font> ] .subtitle[ ## <img src="img/logo_1.png" width=100 height=100><img src="img/RMarkdown-logo.png" width=90 height=100> <img src="img/xaringan-logo.png" width=90 height=100> ] .author[ ### <font size = 5 color = "white"> Cheng Peng </font> ] .institute[ ### <font size = 6 color = "white">West Chester University of Pennsylvania</font><br> ] .date[ ### <font color = "white" size =4> Prepared for<br> </font> <br> <font color = "gold" size = 6> STA553: Data Visualization </font> <br> <br> <font color = "white" size = 3> Slides available at: <a href="https://your-RPubs-url" class="uri">https://your-RPubs-url</a> AND <a href="https://your-GitHub-url" class="uri">https://your-GitHub-url</a></font> ] --- class:inverse4, top <h1 align="center"> Table of Contents</h1> <BR> .pull-left[ - What is **xaringan** presentation? - Demos of **xaringanthemer** presentation - Installation and configurations - CSS and modifications - Basic syntax and formatting - Markup languages - Highlighting and formatting - List types - Coloring and color matching - Text coloring - Slide background coloring - RGB and HEX color mixing - Matching R plot and slide background - Customizing background color - choosing appropriate colors for plots ] .pull-right[ - Aesthetics of plots and tables - Managing graphical features - Sizes of title - sizes of labels and tick marks - dimension of plot through chunk option - Static text tables - Interactive data tables - Interactive plots - Embedding web pages and PDF files - Opened interactive apps - Opened PDF file - including regular webpages - Embedding images - static and animated images - controlling size of images ] --- <h1 align = "center">What is <font color="orange">xaringanthemer</font>?</h1> <BR>  --- name: xaringanthemer <h1 align="center"> Getting Started with <font color="orange">xaringanthemer</font></h1> <br> .pull-left[ #### Install *xaringanthemer* <li> Place the following code to the setup code chunk of any RMD, or <li> install the package manually. ```{} if (!require("xaringanthemer")) { install.packages("xaringanthemer") library(xaringanthemer) } ``` <li> Open a new RMD document. <li> Select `from Template` (see the figure on the right panel). <li> select or created a folder to store related files automatically generated from *xaringanthemer*. ] .pull-right[ #### Open Default **xaringanthemer** <img src="img/xanganthemr-template.jpg" width=450 height=400> ] --- name: configurations <h1 align="center"> Some Configurations of <font color="orange">xaringanthemer</font></h1> <br><br> <center> <img src="img/xaringan-config.gif" width=1000 height=300> </center> --- name:css <h1 align="center"> A Key Component of <font color="orange">xaringanthemer</font>: CSS</h1> <br> <center>Default CSS gengerated from 'xaringanthemer'</center> <center><div class='wrap'> <iframe src="https://pengdsci.github.io/ninja/xaringan-themer.css" height="400" width="800" title="Iframe Example"></iframe> </div></center> --- name:css1 <h1 align="center"> A Key Component of <font color="orange">xaringanthemer</font>: CSS</h1> <br> <center><font color = "darkred"> Modified CSS from the 'xaringanthemer' generated style file</font></center> <center><div class='wrap'> <iframe src="https://pengdsci.github.io/ninja/xaringan-themer01.css" height="400" width="800" title="Iframe Example"></iframe> </div></center> --- ### Markup Languages - **HTML** (Hypertext markup language): the front-end markup language for web page development. - **CSS** (Cascading style sheets): a markup language describing the layout of web page (HTML). - **Markdown**: a markup language for formatting documents. - **RMarkdown**: an R implementation of Markdown. - **LaTex**: a markup language for preparing documents. ### Highlighting & Decorating | Effect | Markdown | HTML | LaTex | |:----------:|:------------:|:-------------------:|:--------------------:| | **bold** | `**bold**` | `<b>bold</b>` | `\textbf{bold}` | | _italic_ | `_italic_` | `<i>italic</i>` | `\textit{italic}` | |~~strikethrough~~| `~~strikethrough~~`| `<s>strikethrough</s>` | `\cancel{strikethrough}`| --- name: two-col # Two Column Layout .pull-left[ #### Unordered list: **Inputs** `* Item foo`<br> `* Item bar`<br> `* Item baz`<br> `* Item zip` **Outputs** * Item foo * Item bar * Item baz * Item zip ] .pull-right[ #### Ordered list: **Inputs** `1. Item one`<br> `1. Item two`<br> `1. Item three`<br> `1. Item four` **Outputs** 1. Item one 1. Item two 1. Item three 1. Item four ] --- name:order-list # Nested Ordered and Un-ordered Lists .pull-left[ **Input** ``` - level 1 item (ul) 1. level 2 item (ol) 1. level 2 item (ol) - level 3 item (ul) - level 3 item (ul) - level 1 item (ul) 1. level 2 item (ol) 1. level 2 item (ol) - level 3 item (ul) - level 3 item (ul) 1. level 4 item (ol) 1. level 4 item (ol) - level 3 item (ul) - level 3 item (ul) - level 1 item (ul) ``` ] .pull-right[ **Output** - level 1 item (ul) 1. level 2 item (ol) 1. level 2 item (ol) - level 3 item (ul) - level 3 item (ul) - level 1 item (ul) 1. level 2 item (ol) 1. level 2 item (ol) - level 3 item (ul) - level 3 item (ul) 1. level 4 item (ol) 1. level 4 item (ol) - level 3 item (ul) - level 3 item (ul) - level 1 item (ul) ] --- name: colors-headers ### Formatting `---`: starting a new slide. `name: name-of-the-slide`: must be placed immediately underneath the slide separator "`---`". `[link text](slide-name)`: referencing a specific slide in the deck. `#, ##, ###`: representing level 1, 2, and 3 headers respectively. `<h1></h1>, <h2></h2>, <h3></h3>`: HTML version of header levels (equivalent to `#, ##, ###`). ### Coloring Coloring text through HTML tag or CSS style. | colored text | HTML tag | CSS style | |:-----------------:|:------------------:|:---------------------:| | <font color="red">red</font> |`<font color="red">red</font>`| `<font style="color:red">red</font>`| | <font color="#800080">purple</font> |`<font color="#800080">purple</font>`| `<font style="color:#800080">purple</font>`| --- name: colors <h1 align="center"> Making Custom Colors</font></h1> <center><div class='wrap'> <iframe src="https://colordesigner.io/color-mixer" height="500px" width="100%" style="border:1px solid black;"></iframe> </div></center> --- class: inverse center middle # Colored Background in R Plot --- class: inverse1 center middle ## Matching Plot Background Color <img src="NinjaSlideTherm_files/figure-html/unnamed-chunk-1-1.png" width="600px" style="display: block; margin: auto;" /> --- class: inverse2 center middle ## Matching Plot Background Color <img src="NinjaSlideTherm_files/figure-html/unnamed-chunk-2-1.png" width="550px" style="display: block; margin: auto;" /> --- class: inverse1 center top <h1 align="center"> Mathematical Formulas</h1> <h3 align="left"> Normal density function</h3> $$ f(x)=\frac{1}{\sqrt{2\pi}\sigma}e^{-\frac{(x-\mu)^2}{2\sigma^2}} $$ <h3 align = "left">Logistic Model</h3> $$ P(x|Y=1) = \frac{\exp(\beta_0+\beta_1x_1+\cdots+\beta_kx_k)}{1+\exp(\beta_0+\beta_1x_1+\cdots+\beta_kx_k)} $$ <h3 align="left"> Inline equations</h3> An example of inline equation `\(y=\beta_0+\beta_1x_1+\cdots+\beta_kx_k+\epsilon\)`, where `\(\epsilon \sim N(0, \sigma^2)\)`. --- class: inverse1 center middle # Text Format Data Table ``` # A tibble: 32 × 11 mpg cyl disp hp drat wt qsec vs am gear carb <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> 1 21 6 160 110 3.9 2.62 16.5 0 1 4 4 2 21 6 160 110 3.9 2.88 17.0 0 1 4 4 3 22.8 4 108 93 3.85 2.32 18.6 1 1 4 1 4 21.4 6 258 110 3.08 3.22 19.4 1 0 3 1 5 18.7 8 360 175 3.15 3.44 17.0 0 0 3 2 6 18.1 6 225 105 2.76 3.46 20.2 1 0 3 1 7 14.3 8 360 245 3.21 3.57 15.8 0 0 3 4 8 24.4 4 147. 62 3.69 3.19 20 1 0 4 2 9 22.8 4 141. 95 3.92 3.15 22.9 1 0 4 2 10 19.2 6 168. 123 3.92 3.44 18.3 1 0 4 4 # ℹ 22 more rows ``` --- class: inverse3 center middle # Interactive Data Table <div class="datatables html-widget html-fill-item" id="htmlwidget-3d23a0546f9c4846b9f3" style="width:100%;height:auto;"></div> <script type="application/json" data-for="htmlwidget-3d23a0546f9c4846b9f3">{"x":{"filter":"none","vertical":false,"fillContainer":false,"data":[["Mazda RX4","Mazda RX4 Wag","Datsun 710","Hornet 4 Drive","Hornet Sportabout","Valiant"],[21,21,22.8,21.4,18.7,18.1],[6,6,4,6,8,6],[160,160,108,258,360,225],[110,110,93,110,175,105],[3.9,3.9,3.85,3.08,3.15,2.76],[2.62,2.875,2.32,3.215,3.44,3.46],[16.46,17.02,18.61,19.44,17.02,20.22],[0,0,1,1,0,1],[1,1,1,0,0,0],[4,4,4,3,3,3],[4,4,1,1,2,1]],"container":"<table class=\"display\">\n <thead>\n <tr>\n <th> <\/th>\n <th>mpg<\/th>\n <th>cyl<\/th>\n <th>disp<\/th>\n <th>hp<\/th>\n <th>drat<\/th>\n <th>wt<\/th>\n <th>qsec<\/th>\n <th>vs<\/th>\n <th>am<\/th>\n <th>gear<\/th>\n <th>carb<\/th>\n <\/tr>\n <\/thead>\n<\/table>","options":{"pageLength":6,"columnDefs":[{"className":"dt-right","targets":[1,2,3,4,5,6,7,8,9,10,11]},{"orderable":false,"targets":0},{"name":" ","targets":0},{"name":"mpg","targets":1},{"name":"cyl","targets":2},{"name":"disp","targets":3},{"name":"hp","targets":4},{"name":"drat","targets":5},{"name":"wt","targets":6},{"name":"qsec","targets":7},{"name":"vs","targets":8},{"name":"am","targets":9},{"name":"gear","targets":10},{"name":"carb","targets":11}],"order":[],"autoWidth":false,"orderClasses":false,"lengthMenu":[6,10,25,50,100]}},"evals":[],"jsHooks":[]}</script> --- name: rplot # R Generated Plot ```r library(ggplot2) (g <- ggplot(mpg) + aes(hwy, cty, color = class) + geom_point()) ``` <img src="NinjaSlideTherm_files/figure-html/unnamed-chunk-5-1.png" width="40%" height="40%" /> --- name:interactive-plot <h1 align = "center">Interactive and Animated Graphs</h1> .pull-left[ ``` # define three densities sepal.len.setosa <- iris[which(iris$Species == "setosa"),] setosa <- density(sepal.len.setosa$Sepal.Length) sepal.len.versicolor <- iris[which(iris$Species == "versicolor"),] versicolor <- density(sepal.len.versicolor$Sepal.Length) sepal.len.virginica <- iris[which(iris$Species == "virginica"),] virginica <- density(sepal.len.virginica$Sepal.Length) # plot density curves fig <- plot_ly(x = ~virginica$x, y = ~virginica$y, type = 'scatter', mode = 'lines', name = 'virginica', fill = 'tozeroy') %>% # adding more density curves add_trace(x = ~versicolor$x, y = ~versicolor$y, name = 'versicolor', fill = 'tozeroy') %>% add_trace(x = ~setosa$x, y = ~setosa$y, name = 'setosa', fill = 'tozeroy') %>% layout(xaxis = list(title = 'Sepal Length'), yaxis = list(title = 'Density')) fig ``` ] .pull-right[ <BR><BR><BR> <div class="plotly html-widget html-fill-item" id="htmlwidget-8cdf96019d7de6cda32e" style="width:80%;height:216px;"></div> <script type="application/json" data-for="htmlwidget-8cdf96019d7de6cda32e">{"x":{"visdat":{"35c868aa3432":["function () ","plotlyVisDat"]},"cur_data":"35c868aa3432","attrs":{"35c868aa3432":{"x":{},"y":{},"mode":"lines","fill":"tozeroy","name":"virginica","alpha_stroke":1,"sizes":[10,100],"spans":[1,20],"type":"scatter"},"35c868aa3432.1":{"x":{},"y":{},"mode":"lines","fill":"tozeroy","name":"versicolor","alpha_stroke":1,"sizes":[10,100],"spans":[1,20],"type":"scatter","inherit":true},"35c868aa3432.2":{"x":{},"y":{},"mode":"lines","fill":"tozeroy","name":"setosa","alpha_stroke":1,"sizes":[10,100],"spans":[1,20],"type":"scatter","inherit":true}},"layout":{"margin":{"b":40,"l":60,"t":25,"r":10},"xaxis":{"domain":[0,1],"automargin":true,"title":"Sepal Length"},"yaxis":{"domain":[0,1],"automargin":true,"title":"Density"},"hovermode":"closest","showlegend":true},"source":"A","config":{"modeBarButtonsToAdd":["hoverclosest","hovercompare"],"showSendToCloud":false},"data":[{"fillcolor":"rgba(31,119,180,0.5)","x":[4.2780310021361556,4.2863361645544096,4.2946413269726635,4.3029464893909166,4.3112516518091706,4.3195568142274245,4.3278619766456785,4.3361671390639325,4.3444723014821864,4.3527774639004395,4.3610826263186935,4.3693877887369474,4.3776929511552014,4.3859981135734554,4.3943032759917084,4.4026084384099624,4.4109136008282164,4.4192187632464703,4.4275239256647243,4.4358290880829774,4.4441342505012313,4.4524394129194853,4.4607445753377393,4.4690497377559932,4.4773549001742463,4.4856600625925003,4.4939652250107542,4.5022703874290082,4.5105755498472622,4.5188807122655161,4.5271858746837692,4.5354910371020232,4.5437961995202771,4.5521013619385311,4.5604065243567851,4.5687116867750381,4.5770168491932921,4.5853220116115461,4.5936271740298,4.601932336448054,4.610237498866308,4.618542661284561,4.626847823702815,4.635152986121069,4.6434581485393229,4.6517633109575769,4.66006847337583,4.6683736357940839,4.6766787982123379,4.6849839606305919,4.6932891230488458,4.7015942854670989,4.7098994478853529,4.7182046103036068,4.7265097727218608,4.7348149351401148,4.7431200975583678,4.7514252599766218,4.7597304223948758,4.7680355848131297,4.7763407472313837,4.7846459096496368,4.7929510720678907,4.8012562344861447,4.8095613969043987,4.8178665593226526,4.8261717217409066,4.8344768841591605,4.8427820465774136,4.8510872089956676,4.8593923714139216,4.8676975338321755,4.8760026962504295,4.8843078586686826,4.8926130210869365,4.9009181835051905,4.9092233459234444,4.9175285083416984,4.9258336707599515,4.9341388331782055,4.9424439955964594,4.9507491580147134,4.9590543204329673,4.9673594828512204,4.9756646452694744,4.9839698076877283,4.9922749701059823,5.0005801325242363,5.0088852949424894,5.0171904573607433,5.0254956197789973,5.0338007821972512,5.0421059446155052,5.0504111070337583,5.0587162694520122,5.0670214318702662,5.0753265942885202,5.0836317567067741,5.0919369191250281,5.1002420815432821,5.1085472439615351,5.1168524063797891,5.1251575687980431,5.133462731216297,5.141767893634551,5.1500730560528041,5.158378218471058,5.166683380889312,5.174988543307566,5.1832937057258199,5.191598868144073,5.199904030562327,5.2082091929805809,5.2165143553988349,5.2248195178170889,5.2331246802353419,5.2414298426535959,5.2497350050718499,5.2580401674901038,5.2663453299083578,5.2746504923266109,5.2829556547448648,5.2912608171631188,5.2995659795813728,5.3078711419996267,5.3161763044178798,5.3244814668361347,5.3327866292543877,5.3410917916726417,5.3493969540908957,5.3577021165091487,5.3660072789274036,5.3743124413456567,5.3826176037639106,5.3909227661821646,5.3992279286004186,5.4075330910186725,5.4158382534369256,5.4241434158551796,5.4324485782734335,5.4407537406916875,5.4490589031099415,5.4573640655281945,5.4656692279464485,5.4739743903647025,5.4822795527829564,5.4905847152012104,5.4988898776194635,5.5071950400377174,5.5155002024559714,5.5238053648742254,5.5321105272924793,5.5404156897107324,5.5487208521289864,5.5570260145472403,5.5653311769654943,5.5736363393837483,5.5819415018020013,5.5902466642202562,5.5985518266385093,5.6068569890567632,5.6151621514750172,5.6234673138932703,5.6317724763115251,5.6400776387297782,5.6483828011480322,5.6566879635662861,5.6649931259845401,5.673298288402794,5.6816034508210471,5.6899086132393011,5.698213775657555,5.706518938075809,5.714824100494063,5.7231292629123161,5.73143442533057,5.739739587748824,5.7480447501670779,5.7563499125853319,5.764655075003585,5.7729602374218389,5.7812653998400929,5.7895705622583469,5.7978757246766008,5.8061808870948539,5.8144860495131079,5.8227912119313618,5.8310963743496158,5.8394015367678698,5.8477066991861228,5.8560118616043777,5.8643170240226308,5.8726221864408847,5.8809273488591387,5.8892325112773918,5.8975376736956466,5.9058428361138997,5.9141479985321537,5.9224531609504076,5.9307583233686616,5.9390634857869156,5.9473686482051686,5.9556738106234226,5.9639789730416766,5.9722841354599305,5.9805892978781845,5.9888944602964376,5.9971996227146915,6.0055047851329455,6.0138099475511995,6.0221151099694534,6.0304202723877065,6.0387254348059605,6.0470305972242144,6.0553357596424684,6.0636409220607224,6.0719460844789754,6.0802512468972294,6.0885564093154834,6.0968615717337373,6.1051667341519913,6.1134718965702444,6.1217770589884992,6.1300822214067523,6.1383873838250063,6.1466925462432602,6.1549977086615133,6.1633028710797682,6.1716080334980212,6.1799131959162752,6.1882183583345292,6.1965235207527831,6.2048286831710371,6.2131338455892902,6.2214390080075441,6.2297441704257981,6.2380493328440521,6.246354495262306,6.2546596576805591,6.2629648200988131,6.271269982517067,6.279575144935321,6.2878803073535749,6.296185469771828,6.304490632190082,6.312795794608336,6.3211009570265899,6.3294061194448439,6.337711281863097,6.3460164442813518,6.3543216066996049,6.3626267691178588,6.3709319315361128,6.3792370939543659,6.3875422563726207,6.3958474187908738,6.4041525812091278,6.4124577436273817,6.4207629060456348,6.4290680684638897,6.4373732308821427,6.4456783933003967,6.4539835557186507,6.4622887181369038,6.4705938805551586,6.4788990429734117,6.4872042053916656,6.4955093678099196,6.5038145302281736,6.5121196926464275,6.5204248550646806,6.5287300174829346,6.5370351799011885,6.5453403423194425,6.5536455047376965,6.5619506671559495,6.5702558295742035,6.5785609919924575,6.5868661544107114,6.5951713168289654,6.6034764792472185,6.6117816416654733,6.6200868040837264,6.6283919665019804,6.6366971289202343,6.6450022913384874,6.6533074537567423,6.6616126161749953,6.6699177785932493,6.6782229410115033,6.6865281034297563,6.6948332658480112,6.7031384282662643,6.7114435906845182,6.7197487531027722,6.7280539155210253,6.7363590779392801,6.7446642403575332,6.7529694027757872,6.7612745651940411,6.7695797276122951,6.7778848900305491,6.7861900524488021,6.7944952148670561,6.8028003772853101,6.811105539703564,6.819410702121818,6.8277158645400711,6.836021026958325,6.844326189376579,6.852631351794833,6.8609365142130869,6.86924167663134,6.8775468390495949,6.8858520014678479,6.8941571638861019,6.9024623263043559,6.9107674887226089,6.9190726511408638,6.9273778135591169,6.9356829759773708,6.9439881383956248,6.9522933008138779,6.9605984632321327,6.9689036256503858,6.9772087880686398,6.9855139504868937,6.9938191129051468,7.0021242753234016,7.0104294377416547,7.0187346001599087,7.0270397625781627,7.0353449249964166,7.0436500874146706,7.0519552498329237,7.0602604122511776,7.0685655746694316,7.0768707370876855,7.0851758995059395,7.0934810619241926,7.1017862243424466,7.1100913867607005,7.1183965491789545,7.1267017115972084,7.1350068740154615,7.1433120364337164,7.1516171988519694,7.1599223612702234,7.1682275236884774,7.1765326861067305,7.1848378485249853,7.1931430109432384,7.2014481733614923,7.2097533357797463,7.2180584981979994,7.2263636606162542,7.2346688230345073,7.2429739854527613,7.2512791478710152,7.2595843102892683,7.2678894727075232,7.2761946351257762,7.2844997975440302,7.2928049599622842,7.3011101223805381,7.3094152847987921,7.3177204472170452,7.3260256096352991,7.3343307720535531,7.3426359344718071,7.350941096890061,7.3592462593083141,7.3675514217265681,7.375856584144822,7.384161746563076,7.39246690898133,7.400772071399583,7.4090772338178379,7.417382396236091,7.4256875586543449,7.4339927210725989,7.442297883490852,7.4506030459091068,7.4589082083273599,7.4672133707456139,7.4755185331638678,7.4838236955821209,7.4921288580003758,7.5004340204186288,7.5087391828368828,7.5170443452551368,7.5253495076733898,7.5336546700916447,7.5419598325098978,7.5502649949281517,7.5585701573464057,7.5668753197646597,7.5751804821829136,7.5834856446011667,7.5917908070194207,7.6000959694376746,7.6084011318559286,7.6167062942741826,7.6250114566924356,7.6333166191106896,7.6416217815289436,7.6499269439471975,7.6582321063654515,7.6665372687837046,7.6748424312019594,7.6831475936202125,7.6914527560384665,7.6997579184567204,7.7080630808749735,7.7163682432932283,7.7246734057114814,7.7329785681297354,7.7412837305479894,7.7495888929662424,7.7578940553844973,7.7661992178027504,7.7745043802210043,7.7828095426392583,7.7911147050575114,7.7994198674757662,7.8077250298940193,7.8160301923122733,7.8243353547305272,7.8326405171487812,7.8409456795670351,7.8492508419852882,7.8575560044035422,7.8658611668217961,7.8741663292400501,7.8824714916583041,7.8907766540765572,7.8990818164948111,7.9073869789130651,7.915692141331319,7.923997303749573,7.9323024661678261,7.9406076285860809,7.948912791004334,7.957217953422588,7.9655231158408419,7.973828278259095,7.9821334406773499,7.9904386030956029,7.9987437655138569,8.0070489279321109,8.0153540903503639,8.0236592527686188,8.0319644151868719,8.0402695776051267,8.0485747400233798,8.0568799024416329,8.0651850648598877,8.0734902272781408,8.0817953896963957,8.0901005521146487,8.0984057145329018,8.1067108769511567,8.1150160393694097,8.1233212017876646,8.1316263642059177,8.1399315266241707,8.1482366890424256,8.1565418514606787,8.1648470138789335,8.1731521762971866,8.1814573387154397,8.1897625011336945,8.1980676635519476,8.2063728259702025,8.2146779883884555,8.2229831508067086,8.2312883132249635,8.2395934756432165,8.2478986380614714,8.2562038004797245,8.2645089628979775,8.2728141253162324,8.2811192877344872,8.2894244501527403,8.2977296125709934,8.3060347749892465,8.3143399374075013,8.3226450998257562,8.3309502622440093,8.3392554246622623,8.3475605870805154,8.3558657494987703,8.3641709119170251,8.3724760743352782,8.3807812367535313,8.3890863991717843,8.3973915615900392,8.405696724008294,8.4140018864265471,8.4223070488448002,8.4306122112630533,8.4389173736813081,8.447222536099563,8.455527698517816,8.4638328609360691,8.4721380233543222,8.4804431857725771,8.4887483481908319,8.497053510609085,8.5053586730273381,8.5136638354455911,8.521968997863846],"y":[0.00043340112010956691,0.00048869466907067529,0.00054912268599066638,0.00061557912058559966,0.00069138072810000077,0.00077394075517269606,0.00086353637865328877,0.00096376811502926524,0.0010745741744305451,0.0011943999740314463,0.0013239314157597161,0.0014700376566851997,0.0016274194547366695,0.0017964440762035273,0.0019817377026723295,0.0021847555713984911,0.0024019047453501595,0.0026335719227086017,0.0028901610326641843,0.0031640578231532808,0.0034550204902619327,0.0037679921411302628,0.004107157906245852,0.0044657905411727835,0.0048442300100124715,0.0052541109090325699,0.0056878670006144643,0.0061433547871103502,0.0066246412751749069,0.0071393005027177471,0.0076769268424605264,0.0082376247369387052,0.0088320352289678276,0.0094541176217857494,0.010099314927371318,0.010769649494101289,0.011474909463106335,0.012202048781582779,0.012950731692800973,0.013728027509628071,0.01453002571473723,0.015350540520405152,0.016189277864272177,0.017054063468443268,0.017932735755265921,0.018824412979479548,0.01973087886631204,0.02064891501150614,0.02157346533823707,0.02250343531366629,0.023437134793442907,0.024369658483007321,0.025299550658170314,0.026223616950993876,0.027135571728454318,0.028035962063840243,0.028923385817514122,0.029786108784849139,0.030625770736226909,0.031443171143837351,0.032232710665816511,0.032980379395463666,0.033696878753253327,0.034380939969336298,0.035014632433384006,0.035601927530942414,0.036149216822294002,0.036652210852902392,0.037086554970759085,0.037475135824367962,0.037817313448694607,0.038094887215294533,0.038309715431978031,0.038475240019354463,0.038591202701571049,0.038625561930223026,0.038610409098285524,0.038546144272579928,0.038419669193067787,0.038229094837969373,0.037992804630496001,0.037711542711436181,0.037363519683483115,0.036972760629887663,0.03654384103598312,0.036071271047629964,0.035552390939331567,0.035004712238032316,0.034429855875427517,0.033820516628337585,0.03319035190230353,0.032544872872943061,0.031885061499925899,0.031214638440665139,0.030542298914495659,0.029870188706765794,0.029205006317698411,0.028553438154041315,0.027916641599812907,0.027298173375266944,0.026717322986670011,0.026166201427406853,0.025647088713508986,0.025176739175423769,0.024762121071549067,0.024394405197377657,0.024075832896325578,0.023846734222572327,0.023680121783678402,0.023576999278219702,0.023558701580778045,0.023640980636118972,0.02380034353146486,0.024038783290846643,0.024407047999092626,0.024873051732460464,0.025430532510913973,0.026099875303428437,0.026913140027813118,0.027829042682971369,0.028849151997511792,0.030027649309984864,0.031336890180042216,0.032759683723160425,0.034310631768971984,0.036042832968971636,0.037896086134784082,0.039871319823654161,0.042019310111818399,0.044324178899107163,0.046755840642433738,0.049319566707796754,0.052089444077113072,0.054988255498403471,0.058015999758126297,0.061213833842445296,0.064581180873590327,0.068075894381458377,0.071697491857822884,0.075519491601137287,0.079468711615854004,0.083539107509486177,0.087757841306482787,0.092137689882763954,0.09662937738758702,0.10123118510514986,0.10599408661060988,0.11086796405779593,0.11583837358890925,0.12091761474817113,0.12612359607777068,0.13140934367452439,0.13677205647047386,0.14223706598270067,0.14777587818264307,0.15337194114711639,0.15902628798255145,0.16474928692655622,0.17050839004814072,0.17630033056014621,0.18212824370711797,0.18797777529495527,0.19383887274656156,0.19970834952232036,0.20557729716694681,0.21143792395159222,0.21728749163779451,0.22311613872826028,0.22891388695806428,0.23468423433281552,0.24042499850616694,0.24611087191216724,0.25175541526472478,0.25735945219079642,0.26291139741715575,0.2683998769755952,0.27384262085433764,0.27923936489887835,0.28456672173250491,0.28984336358230334,0.29507643428858732,0.30026081420541817,0.3053875004505216,0.31047959151447685,0.31553904713374487,0.32055846351099437,0.3255525701105309,0.3305302315275303,0.33549391770664172,0.34045101364828306,0.34541270860747725,0.35038257836877928,0.35537336964151844,0.36039743435230881,0.36545432926451771,0.37054791143415378,0.37571944261389345,0.38094919675422384,0.38624085912755024,0.39162043154337517,0.39710650545762244,0.40267745921251386,0.40833647572016618,0.41414512957362576,0.42006415377815876,0.42608821823830118,0.43224294588495749,0.4385589220839769,0.44498929388120767,0.45153468453382506,0.45825234961648281,0.46510170528919242,0.47206377695196405,0.47915160085288744,0.48639911984210105,0.49374590723261602,0.50118879274609196,0.5087570957834836,0.51641973151652565,0.52415116988502153,0.53194922599188632,0.5398222052294086,0.54772577602605921,0.55565309100745741,0.56359410502350382,0.5715212383882885,0.57942305161146479,0.58729156964399998,0.59506906730668141,0.60276488108907256,0.61037127126612001,0.61784531730280601,0.6251409958570413,0.63228904167220179,0.63928065232111175,0.64599629588528429,0.65249095121572354,0.65877353094602575,0.664789452185237,0.67044869762795478,0.67584666419423434,0.68097669234802261,0.68569095368773703,0.69005659573246014,0.69411733161841216,0.6978317905838658,0.70105456318078851,0.70394856707364906,0.70651161059803569,0.70860703817411019,0.71028225422741753,0.71162020622187461,0.71260828578645563,0.713060385575639,0.71318367647915415,0.71298095898553471,0.71235490378342192,0.71131922519780899,0.70998188550787411,0.70834743011606704,0.7062585914888998,0.70389229832886036,0.70126546385477562,0.69832713054234208,0.69506505769589622,0.69158540870000385,0.68789502036921168,0.68390874774812405,0.679728609707275,0.67538336854000791,0.6708568451349366,0.66612987394017731,0.66128163597165024,0.65631840629669713,0.65120820038641791,0.64599668479463057,0.64070792490822548,0.63534186613772858,0.6298869886223265,0.62438531126167918,0.61884063443837323,0.61324706464653733,0.60761960843159091,0.6019698240780248,0.59630005575565725,0.59060787958682681,0.58490630473585914,0.57919654868372372,0.57347900753450287,0.56775657356194253,0.56203152586200089,0.55630436179195841,0.55057509779033542,0.54484483526207583,0.53911367354859319,0.53338148860844947,0.52764816549237181,0.52191413363169481,0.51617947101542061,0.51044435286293433,0.50470977074188828,0.49897629459969212,0.49324484915686484,0.48751885880485929,0.48179870879971121,0.47608546612757291,0.47038585636257213,0.46470253126439204,0.45903534124720968,0.45338769763256132,0.44777681194354857,0.4421948326213363,0.43664399539662468,0.43114165825622452,0.42569365294689726,0.42029242470639083,0.41494047320942817,0.409680738339946,0.40448405448430064,0.39935279325104001,0.39431096274651584,0.38937218706776611,0.38451337677051861,0.3797365199107397,0.37509533088854363,0.37055176931689621,0.36610049065127548,0.36176300647134613,0.35756395802125285,0.35346260032217253,0.34945927993318321,0.34560262963798322,0.3418583567456227,0.33821094358262332,0.33467233691313431,0.33127474120235173,0.32796762283003633,0.32474957693221235,0.32165304287040947,0.31865577563157205,0.31573638917407088,0.31289701291815009,0.31016852843361425,0.30750453496083408,0.30490293163862797,0.30237946665431548,0.2999244057184019,0.29751835116099196,0.2951593713912396,0.29286891670067255,0.29061698533662655,0.28840151939552722,0.28622930014755349,0.28410021480008485,0.28200101981868242,0.27993109672946576,0.27790503352179491,0.27590985318303618,0.27394330462666183,0.27201137672623671,0.2701242641644846,0.26827013389539944,0.26645004908049896,0.26468422264890767,0.26296614069628987,0.26129128526422735,0.2596669700553777,0.25811935237369854,0.25662641615761955,0.25518996752661022,0.2538377694761923,0.25256662714212597,0.25136332614690382,0.25023234713580794,0.24921921336756528,0.24828265557782081,0.24742352016279245,0.24666876402375307,0.24601980088026618,0.24545101964609845,0.24496238031072187,0.24460039890125451,0.24431748172096623,0.24410923369127641,0.24399099553336526,0.24396581634443967,0.2440021196820526,0.24409726504717263,0.24427111287402917,0.24449146892211943,0.24474855092807768,0.24504192104536693,0.24536333816414399,0.24569319222136518,0.24602674463743787,0.24634963754389405,0.24664706594737035,0.24691516232804162,0.2471439316771242,0.24729470930601208,0.24738197248916069,0.24740063289025477,0.24731037349834092,0.24710325329662935,0.24679566153000976,0.2463806300093867,0.24577575625352455,0.24504337393843872,0.24418012021251231,0.24313827173029298,0.24190255138623062,0.24051759027951977,0.238981233371728,0.2371978024739396,0.23524699307508432,0.23313708376123127,0.23083099628934362,0.22829993097818232,0.22561151805857066,0.22276681209681426,0.21969120684233304,0.21644915165239687,0.21306332438126668,0.2095159612729646,0.20577244533829153,0.20190537317211699,0.19791842281084254,0.19377159203396221,0.18950446190441372,0.18514454817925161,0.18069049091729408,0.17611988769374298,0.17148705353055788,0.16679681260312496,0.16204168812634001,0.15724280068785051,0.15241835811691887,0.14757316519910696,0.1427156136382049,0.13786328823188387,0.13302058755297624,0.12820039032090358,0.12341975731764122,0.11867610217967035,0.11397328456885954,0.10934921669727223,0.10478905315134385,0.10029203369486528,0.095877140252852183,0.091570200657336856,0.087343798742772316,0.083200133710709279,0.079187037254689063,0.075279821599408436,0.071466644750833419,0.067762190238757763,0.064206593589536995,0.060751481073328825,0.057397396028781002,0.05418780483424452,0.05110365807771923,0.048121825555214756,0.0452481983512798,0.042535037832950838,0.039921902814327906,0.03740812836167947,0.035025834512203355,0.032767833444770904,0.030603616458728795,0.02853218151965442,0.026606515522553314,0.024768643417786021,0.023015753874628012,0.021367614466156721,0.019828060527149437,0.018364595738809802,0.016975814701625572,0.015697141685963426,0.014491711932528139,0.013351525719081801,0.012286401533617932,0.011306942437779268,0.01038335359881507,0.0095142413795942949,0.0087207054464296385,0.0079826854689874945,0.0072903092135726908,0.0066469345185601724,0.0060653133809860206,0.0055212206446170736,0.005013506276028418,0.0045533236765620188,0.0041316785201519586,0.003739340126794131,0.0033763126020721732,0.0030541926420809312,0.002755244922659732,0.0024786394080748178,0.0022295226940269326,0.0020049962843868363,0.0017977913118027255,0.001607209887198442,0.0014405334095516087,0.0012875593309217492,0.0011472256989814517,0.0010215244249773012,0.00091026606486836964,0.00080843858948912003,0.00071561219540640006,0.00063504640371596539,0.00056226655459643677,0.00049607538422122776],"mode":"lines","fill":"tozeroy","name":"virginica","type":"scatter","marker":{"color":"rgba(31,119,180,1)","line":{"color":"rgba(31,119,180,1)"}},"error_y":{"color":"rgba(31,119,180,1)"},"error_x":{"color":"rgba(31,119,180,1)"},"line":{"color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","frame":null},{"fillcolor":"rgba(255,127,14,0.5)","x":[4.2626712823291459,4.2692753086213999,4.2758793349136539,4.282483361205907,4.289087387498161,4.295691413790415,4.302295440082669,4.3088994663749229,4.3155034926671769,4.32210751895943,4.328711545251684,4.335315571543938,4.341919597836192,4.348523624128446,4.3551276504206999,4.361731676712953,4.368335703005207,4.374939729297461,4.381543755589715,4.388147781881969,4.394751808174223,4.401355834466476,4.40795986075873,4.414563887050984,4.421167913343238,4.427771939635492,4.434375965927746,4.4409799922199991,4.447584018512253,4.454188044804507,4.460792071096761,4.467396097389015,4.474000123681269,4.4806041499735221,4.4872081762657761,4.49381220255803,4.500416228850284,4.507020255142538,4.513624281434792,4.5202283077270451,4.5268323340192991,4.5334363603115531,4.540040386603807,4.546644412896061,4.5532484391883141,4.5598524654805681,4.5664564917728221,4.5730605180650761,4.5796645443573301,4.586268570649584,4.592872596941838,4.5994766232340911,4.6060806495263451,4.6126846758185991,4.6192887021108531,4.6258927284031071,4.6324967546953602,4.6391007809876141,4.6457048072798681,4.6523088335721221,4.6589128598643761,4.6655168861566301,4.6721209124488832,4.6787249387411372,4.6853289650333911,4.6919329913256451,4.6985370176178991,4.7051410439101531,4.7117450702024062,4.7183490964946602,4.7249531227869142,4.7315571490791681,4.7381611753714221,4.7447652016636761,4.7513692279559292,4.7579732542481832,4.7645772805404372,4.7711813068326911,4.7777853331249451,4.7843893594171991,4.7909933857094522,4.7975974120017062,4.8042014382939602,4.8108054645862142,4.8174094908784681,4.8240135171707212,4.8306175434629752,4.8372215697552292,4.8438255960474832,4.8504296223397372,4.8570336486319912,4.8636376749242451,4.8702417012164982,4.8768457275087522,4.8834497538010062,4.8900537800932602,4.8966578063855142,4.9032618326777673,4.9098658589700213,4.9164698852622752,4.9230739115545292,4.9296779378467832,4.9362819641390372,4.9428859904312912,4.9494900167235443,4.9560940430157983,4.9626980693080522,4.9693020956003062,4.9759061218925602,4.9825101481848133,4.9891141744770673,4.9957182007693213,5.0023222270615753,5.0089262533538292,5.0155302796460832,5.0221343059383372,5.0287383322305903,5.0353423585228443,5.0419463848150983,5.0485504111073523,5.0551544373996062,5.0617584636918593,5.0683624899841133,5.0749665162763673,5.0815705425686213,5.0881745688608753,5.0947785951531293,5.1013826214453823,5.1079866477376363,5.1145906740298903,5.1211947003221443,5.1277987266143983,5.1344027529066523,5.1410067791989054,5.1476108054911593,5.1542148317834133,5.1608188580756673,5.1674228843679213,5.1740269106601744,5.1806309369524284,5.1872349632446824,5.1938389895369363,5.2004430158291903,5.2070470421214443,5.2136510684136983,5.2202550947059514,5.2268591209982054,5.2334631472904594,5.2400671735827133,5.2466711998749673,5.2532752261672204,5.2598792524594744,5.2664832787517284,5.2730873050439824,5.2796913313362364,5.2862953576284903,5.2928993839207443,5.2995034102129974,5.3061074365052514,5.3127114627975054,5.3193154890897594,5.3259195153820134,5.3325235416742665,5.3391275679665204,5.3457315942587744,5.3523356205510284,5.3589396468432824,5.3655436731355355,5.3721476994277904,5.3787517257200435,5.3853557520122974,5.3919597783045514,5.3985638045968054,5.4051678308890594,5.4117718571813125,5.4183758834735665,5.4249799097658205,5.4315839360580744,5.4381879623503284,5.4447919886425815,5.4513960149348364,5.4580000412270895,5.4646040675193435,5.4712080938115975,5.4778121201038514,5.4844161463961054,5.4910201726883585,5.4976241989806125,5.5042282252728665,5.5108322515651205,5.5174362778573744,5.5240403041496275,5.5306443304418824,5.5372483567341355,5.5438523830263895,5.5504564093186435,5.5570604356108975,5.5636644619031514,5.5702684881954045,5.5768725144876585,5.5834765407799125,5.5900805670721665,5.5966845933644205,5.6032886196566736,5.6098926459489276,5.6164966722411815,5.6231006985334355,5.6297047248256895,5.6363087511179435,5.6429127774101975,5.6495168037024506,5.6561208299947046,5.6627248562869585,5.6693288825792125,5.6759329088714665,5.6825369351637196,5.6891409614559736,5.6957449877482276,5.7023490140404816,5.7089530403327355,5.7155570666249886,5.7221610929172435,5.7287651192094966,5.7353691455017506,5.7419731717940046,5.7485771980862586,5.7551812243785125,5.7617852506707656,5.7683892769630196,5.7749933032552736,5.7815973295475276,5.7882013558397816,5.7948053821320347,5.8014094084242895,5.8080134347165426,5.8146174610087966,5.8212214873010506,5.8278255135933046,5.8344295398855586,5.8410335661778117,5.8476375924700656,5.8542416187623196,5.8608456450545736,5.8674496713468276,5.8740536976390807,5.8806577239313347,5.8872617502235887,5.8938657765158426,5.9004698028080966,5.9070738291003506,5.9136778553926046,5.9202818816848577,5.9268859079771117,5.9334899342693657,5.9400939605616196,5.9466979868538736,5.9533020131461267,5.9599060394383807,5.9665100657306347,5.9731140920228887,5.9797181183151427,5.9863221446073966,5.9929261708996506,5.9995301971919037,6.0061342234841577,6.0127382497764117,6.0193422760686657,6.0259463023609197,6.0325503286531728,6.0391543549454267,6.0457583812376807,6.0523624075299347,6.0589664338221887,6.0655704601144418,6.0721744864066967,6.0787785126989498,6.0853825389912037,6.0919865652834577,6.0985905915757117,6.1051946178679657,6.1117986441602188,6.1184026704524728,6.1250066967447268,6.1316107230369807,6.1382147493292347,6.1448187756214878,6.1514228019137427,6.1580268282059958,6.1646308544982498,6.1712348807905038,6.1778389070827577,6.1844429333750117,6.1910469596672648,6.1976509859595188,6.2042550122517728,6.2108590385440268,6.2174630648362808,6.2240670911285338,6.2306711174207878,6.2372751437130418,6.2438791700052958,6.2504831962975498,6.2570872225898038,6.2636912488820577,6.2702952751743108,6.2768993014665648,6.2835033277588188,6.2901073540510728,6.2967113803433268,6.3033154066355799,6.3099194329278347,6.3165234592200878,6.3231274855123418,6.3297315118045958,6.3363355380968489,6.3429395643891038,6.3495435906813569,6.3561476169736109,6.3627516432658648,6.3693556695581188,6.3759596958503728,6.3825637221426259,6.3891677484348808,6.3957717747271339,6.4023758010193879,6.4089798273116418,6.4155838536038949,6.4221878798961498,6.4287919061884029,6.4353959324806569,6.4419999587729109,6.4486039850651649,6.4552080113574188,6.4618120376496719,6.4684160639419259,6.4750200902341799,6.4816241165264339,6.4882281428186879,6.494832169110941,6.5014361954031958,6.5080402216954489,6.5146442479877029,6.5212482742799569,6.52785230057221,6.5344563268644649,6.541060353156718,6.5476643794489719,6.5542684057412259,6.5608724320334799,6.5674764583257339,6.574080484617987,6.5806845109102419,6.587288537202495,6.5938925634947489,6.6004965897870029,6.607100616079256,6.6137046423715109,6.620308668663764,6.626912694956018,6.633516721248272,6.6401207475405259,6.6467247738327799,6.653328800125033,6.6599328264172879,6.666536852709541,6.673140879001795,6.679744905294049,6.6863489315863021,6.6929529578785569,6.69955698417081,6.706161010463064,6.712765036755318,6.719369063047572,6.725973089339826,6.7325771156320791,6.7391811419243339,6.745785168216587,6.752389194508841,6.758993220801095,6.7655972470933481,6.772201273385603,6.7788052996778561,6.78540932597011,6.792013352262364,6.798617378554618,6.805221404846872,6.8118254311391251,6.8184294574313791,6.8250334837236331,6.831637510015887,6.838241536308141,6.8448455626003941,6.851449588892649,6.8580536151849021,6.8646576414771561,6.8712616677694101,6.8778656940616631,6.884469720353918,6.8910737466461711,6.8976777729384251,6.9042817992306791,6.9108858255229331,6.9174898518151871,6.9240938781074401,6.930697904399695,6.9373019306919481,6.9439059569842021,6.9505099832764561,6.9571140095687092,6.9637180358609641,6.9703220621532171,6.9769260884454711,6.9835301147377251,6.9901341410299791,6.9967381673222331,7.0033421936144862,7.009946219906741,7.0165502461989941,7.0231542724912481,7.0297582987835021,7.0363623250757552,7.0429663513680101,7.0495703776602632,7.0561744039525172,7.0627784302447711,7.0693824565370251,7.0759864828292791,7.0825905091215322,7.0891945354137871,7.0957985617060402,7.1024025879982942,7.1090066142905481,7.1156106405828012,7.1222146668750561,7.1288186931673092,7.1354227194595632,7.1420267457518172,7.1486307720440703,7.1552347983363251,7.1618388246285782,7.1684428509208322,7.1750468772130862,7.1816509035053402,7.1882549297975942,7.1948589560898473,7.2014629823821021,7.2080670086743552,7.2146710349666092,7.2212750612588632,7.2278790875511163,7.2344831138433712,7.2410871401356243,7.2476911664278783,7.2542951927201322,7.2608992190123862,7.2675032453046402,7.2741072715968933,7.2807112978891482,7.2873153241814013,7.2939193504736552,7.3005233767659092,7.3071274030581623,7.3137314293504172,7.3203354556426703,7.3269394819349243,7.3335435082271783,7.3401475345194322,7.3467515608116862,7.3533555871039393,7.3599596133961942,7.3665636396884473,7.3731676659807013,7.3797716922729553,7.3863757185652084,7.3929797448574632,7.3995837711497163,7.4061877974419703,7.4127918237342243,7.4193958500264783,7.4259998763187323,7.4326039026109854,7.4392079289032402,7.4458119551954933,7.4524159814877473,7.4590200077800013,7.4656240340722544,7.4722280603645093,7.4788320866567624,7.4854361129490163,7.4920401392412703,7.4986441655335234,7.5052481918257783,7.5118522181180314,7.5184562444102854,7.5250602707025394,7.5316642969947933,7.5382683232870473,7.5448723495793004,7.5514763758715553,7.5580804021638084,7.5646844284560624,7.5712884547483164,7.5778924810405695,7.5844965073328243,7.5911005336250774,7.5977045599173314,7.6043085862095854,7.6109126125018394,7.6175166387940934,7.6241206650863464,7.6307246913786013,7.6373287176708544],"y":[0.00062600939985364039,0.00068993740871823965,0.00075937105668149338,0.0008371507702879422,0.00092016086532078784,0.0010101644213419052,0.0011105098814752756,0.0012173571565210393,0.0013329975749988472,0.0014613228455968616,0.0015976497155720936,0.0017449190059581291,0.0019075868950729359,0.0020800025365346549,0.0022658936142922539,0.0024702827183497745,0.0026864249866196104,0.0029189870463715776,0.003173535149227899,0.0034421067476504874,0.0037304714465812034,0.0040446864373039617,0.0043754563558905243,0.0047298254408722215,0.0051142544584151153,0.0055180153598404051,0.0059496001985867557,0.0064157477838607856,0.0069042202377224927,0.0074251241691242241,0.0079853109427125944,0.008570986327647934,0.0091940219608383882,0.0098611768641299023,0.010557092480656231,0.011295528146514687,0.012082909664771827,0.012902352197504149,0.013769584742041459,0.014690429795996234,0.015646566743125465,0.016655721736647304,0.017722825042771038,0.01882826803321213,0.019991733161253401,0.021216964698661116,0.022483273601697138,0.023812176325531339,0.025205949903170228,0.026643092074725636,0.028146738334007115,0.029717449834822478,0.031333234429121906,0.033018530857653328,0.034771990181758743,0.03657150280649047,0.038442390227787698,0.040381275842759877,0.042366343518621369,0.044423273921796208,0.046546642803767663,0.048715362751733472,0.050954855050798588,0.053257743217348774,0.055604110997950665,0.058018422207558908,0.060491571596624528,0.063005244174945713,0.065582191820309485,0.068211937633704769,0.070878164742069677,0.073601133097090876,0.076369481696322072,0.079169234240626468,0.082017391236912554,0.084902312195554247,0.087812629382972046,0.090761372804855647,0.093737319899007687,0.096731887410336184,0.099753528523024243,0.10279219357150041,0.10584215379570143,0.10890683426538375,0.11197812528003331,0.11505310787674453,0.11812993232136351,0.12120315401444302,0.12427250152418909,0.12733085400859942,0.1303760550675658,0.13341020471127327,0.13642120379317826,0.13941064228855563,0.14238261231395408,0.14532064672393222,0.14823031340211512,0.1511172311820683,0.15396150773633521,0.15677263757503707,0.15955723793582463,0.16229326561944599,0.16499376161407897,0.16766577826828016,0.17028670825340275,0.172872398551499,0.17542976958661713,0.17793751076353384,0.18041316139385294,0.18286297190112014,0.18526900559878745,0.18764901637461548,0.19000810766432907,0.19233393369918492,0.19464265441679116,0.19693783980879895,0.19921499867306852,0.20148661625853206,0.20375445788781477,0.20602409038793404,0.2083020547320153,0.21058817368195376,0.21290009906321222,0.21523607528333399,0.21759398796515625,0.2200053037112617,0.22245766066750783,0.22494715683844926,0.22752038694565599,0.23015225503534473,0.23283735617870949,0.23563819866951347,0.23851515313470523,0.24146171299099034,0.24455646055488736,0.24774390858466225,0.25101693923708551,0.25446966792345782,0.25803003751522963,0.26169086339244085,0.26556050200257642,0.26955034668897943,0.27365370399138134,0.27799111006609944,0.28245825513015888,0.28704946445757079,0.29189464051926051,0.29687550228043785,0.30198784675327045,0.30736743193403404,0.31288464138391908,0.31853708066183073,0.32446224751167924,0.33052270259064098,0.33671956808234982,0.34318291849898269,0.34977637555587909,0.35650329186559498,0.36348071185395936,0.37057900662391863,0.37780294418401317,0.38525267026919335,0.39280963274245539,0.40047943204428516,0.40834208905139069,0.41629418598320067,0.42434140271520199,0.43254119801441215,0.44080890298760877,0.44914938930083476,0.45759601216662549,0.46608586779457162,0.47462204395709673,0.48321320802902296,0.49182050999442273,0.50044424529550069,0.50906877883083945,0.5176807789851875,0.52627676838848336,0.53481812760321523,0.54331762523383331,0.55176712091762559,0.56010717802526588,0.5683763463746756,0.57656108266464678,0.58458402376093488,0.59250830438682001,0.60031444205570605,0.60791060188572454,0.61538249349283725,0.62270440588468934,0.6297738674129616,0.63669643889122762,0.64344016821031613,0.6498959649094006,0.65618593445916129,0.66227216166557046,0.66804293911379342,0.67363318197012723,0.67899957730685623,0.68403159708656114,0.68887297239780654,0.69347582438192257,0.69773422597280155,0.70179664732204761,0.70561170436768927,0.70908097793079783,0.71235368993443215,0.71537618860330976,0.71805985117250015,0.7205509144245229,0.72279480937128993,0.72471431678527709,0.72644934290183261,0.72794579357059785,0.72913875825104846,0.73015897368581673,0.73095417945532504,0.7314719977436499,0.73183174732050993,0.73198425402152034,0.73188927435340068,0.73165310130011263,0.73123072609336903,0.73059310929683008,0.72983256654558692,0.72890910373456486,0.7278035381159087,0.72659389481503012,0.72524577146714841,0.72374820754846103,0.72216521468515127,0.72046826170545009,0.7186528245028192,0.71676969441063498,0.71479618629478525,0.71273240744377775,0.71061714445738577,0.70843324025667787,0.70618372919707539,0.70389692403516324,0.70156061451973251,0.69917925890436261,0.69677242916513626,0.69433206262224689,0.69186281503690683,0.68937734046910282,0.68687076417012694,0.68434703729778978,0.68181370345129988,0.67926802186466251,0.67671267963432402,0.67415180933017715,0.67158372593433868,0.6690096261209969,0.66643174702501862,0.66384842619042883,0.66125944229925804,0.65866641257922209,0.65606677320813067,0.65345920182633466,0.65084569585334973,0.64822203059140671,0.64558627578063554,0.64294151902736307,0.64028132263359849,0.63760374186171231,0.63491337891160882,0.6322012669381768,0.62946606343250078,0.62671404513082651,0.62393364898038639,0.621124702602186,0.61829508710755066,0.61543082284617601,0.61253336455286744,0.60961194120816942,0.6066505658524155,0.60365261810536897,0.6006282811541469,0.59756016990303251,0.59445369538066883,0.59131951497259161,0.58813961430794459,0.58492133635248544,0.58167529538191876,0.57838372847624719,0.575055607317698,0.57170099295078713,0.56830331398077039,0.56487268167426563,0.56141813874850044,0.55792525042197771,0.55440462367658339,0.55086389266422797,0.54729165582650352,0.54369825895076407,0.54008963341310334,0.53645820870300065,0.53281324857870993,0.52915879592061998,0.52549176515889617,0.52181950663956023,0.51814410173101588,0.51446742138785251,0.51079411520208384,0.50712433950822466,0.5034651807333218,0.49981789738869542,0.4961808571925147,0.49256638708220951,0.48897180996699602,0.48539392662482195,0.48185008417813358,0.47833331352574776,0.47483913691534041,0.47138945489416129,0.4679728718398693,0.46458396553412279,0.46124848640756466,0.45795072317791852,0.45468466650794093,0.45147899685114756,0.44831405515476319,0.44518360314673172,0.44211814614439959,0.43909470091238367,0.43610713790276617,0.43318653774717458,0.43030745727090519,0.42746417358743838,0.42468699832211354,0.42194910434307775,0.41924541758844469,0.41660409817867827,0.41399818049423293,0.4114234136159633,0.40890444673949367,0.40641553647309536,0.4039533540702907,0.40153776455196039,0.39914565869361907,0.39677465125222267,0.39443869769538048,0.39211871537733656,0.38981320892416033,0.38752930362318022,0.38525324258864674,0.38298429938360062,0.38072210190464817,0.37845935262119529,0.37619591785648754,0.37392355168929797,0.37164231746186144,0.36935245841216774,0.36703779272763304,0.36470635782069294,0.36235853630130893,0.35997047084854605,0.35755845569848205,0.35512268787389395,0.35263246368719953,0.35011200717167451,0.34756077266486546,0.34494332906254588,0.3422901425599752,0.33960001056623668,0.3368343165625956,0.33402856289116278,0.33118080365486641,0.32825081137612672,0.32527777302030053,0.32225897723288044,0.31915411600322263,0.31600463040929117,0.31280708744105296,0.30952251721583252,0.30619317127349066,0.30281500203599465,0.29935162910353308,0.29584471906348081,0.29228977358357849,0.28865404471769801,0.28497732061164616,0.2812548630410876,0.2774583654834048,0.27362458966378134,0.26974880352895414,0.26580770655042635,0.26183406356066541,0.25782341694301458,0.2537577958230926,0.24966519507114623,0.24554170880845702,0.24137479376070978,0.23718710736262738,0.23297556933414404,0.22873296041197633,0.22447623638393313,0.22020340186959453,0.21591228670099538,0.21161397295918494,0.20730778558287205,0.20299619061373012,0.19868439873110891,0.19437325941455186,0.1900693580057648,0.18577218820300415,0.18148429173995356,0.17721578479957928,0.17296072603756357,0.16872347717936631,0.16451705477589185,0.16033046679505089,0.15616998082619318,0.15205086702875992,0.14795754530669394,0.14389823249997244,0.13988981093037361,0.13591263115480168,0.13197686052262503,0.12810037496328558,0.12426001087048984,0.12046784633323089,0.11674216918183926,0.11305687641119946,0.10942587774029457,0.10586733892003269,0.10235279763210513,0.098897878988939827,0.095520148768000107,0.092189358800064694,0.088922698975352266,0.085736719606015574,0.082599943474219895,0.079530943595775463,0.07654490633051611,0.073609657018049765,0.070744943123628404,0.067964308630471384,0.065235380472538296,0.062578849602303185,0.060006410801486713,0.057485952634018456,0.055038861758868636,0.052674848470433994,0.050362478412633929,0.048123575481160349,0.045965799963423842,0.043858760737644151,0.041824456419775134,0.039868497958868196,0.037961850605874196,0.03612642806324616,0.034365853400361801,0.032652705796651658,0.031008564219906418,0.029435178988971893,0.027906943937262264,0.026444869898178635,0.025048994627965952,0.02369567070773549,0.02240512982002112,0.021175892655152805,0.019986359703914266,0.018855799880932958,0.017781437180401025,0.01674375739993102,0.015760914296383457,0.014829069801827601,0.013930785156750643,0.01308298027166626,0.012280993658066945,0.01150941049749171,0.010783832912778034,0.010099009230335906,0.0094414618901393372,0.0088254256706704511,0.0082452783872207346,0.0076893648373217863,0.0071705356195503733,0.0066829975608736396,0.0062167818229506219,0.0057833679274635437,0.0053769662432104149,0.0049891441706828984,0.0046300495312064432,0.0042940427322674434,0.0039740696616860863,0.0036790078117023219,0.0034034847836240455,0.0031416653917190787,0.00290123555039029,0.0026771781209885197,0.0024647204352735044,0.0022704482760473443,0.0020897603084494205,0.0019187971344118322,0.0017631440273127503,0.0016186510623346975,0.0014822330556283861,0.0013585784101155913,0.0012440025698600156,0.0011360677814702006,0.0010386695782564183,0.00094858477406202502,0.00086390974510562601,0.0007878484595931416,0.00071762095621317318,0.00065175837640452745,0.00059286931271955608,0.0005385884398353603],"mode":"lines","fill":"tozeroy","name":"versicolor","type":"scatter","marker":{"color":"rgba(255,127,14,1)","line":{"color":"rgba(255,127,14,1)"}},"error_y":{"color":"rgba(255,127,14,1)"},"error_x":{"color":"rgba(255,127,14,1)"},"line":{"color":"rgba(255,127,14,1)"},"xaxis":"x","yaxis":"y","frame":null},{"fillcolor":"rgba(44,160,44,0.5)","x":[3.9314257790436469,3.9358037603389753,3.9401817416343032,3.9445597229296316,3.9489377042249596,3.953315685520288,3.957693666815616,3.9620716481109444,3.9664496294062723,3.9708276107016007,3.9752055919969287,3.9795835732922571,3.9839615545875851,3.9883395358829135,3.9927175171782414,3.9970954984735698,4.0014734797688982,4.0058514610642257,4.0102294423595541,4.0146074236548825,4.0189854049502109,4.0233633862455385,4.0277413675408669,4.0321193488361953,4.0364973301315237,4.0408753114268521,4.0452532927221796,4.049631274017508,4.0540092553128364,4.0583872366081648,4.0627652179034923,4.0671431991988207,4.0715211804941491,4.0758991617894775,4.080277143084805,4.0846551243801335,4.0890331056754619,4.0934110869707903,4.0977890682661178,4.1021670495614462,4.1065450308567746,4.110923012152103,4.1153009934474305,4.1196789747427589,4.1240569560380873,4.1284349373334157,4.1328129186287441,4.1371908999240716,4.1415688812194,4.1459468625147284,4.1503248438100568,4.1547028251053844,4.1590808064007128,4.1634587876960412,4.1678367689913696,4.1722147502866971,4.1765927315820255,4.1809707128773539,4.1853486941726823,4.1897266754680098,4.1941046567633382,4.1984826380586666,4.202860619353995,4.2072386006493225,4.2116165819446509,4.2159945632399793,4.2203725445353077,4.2247505258306361,4.2291285071259637,4.2335064884212921,4.2378844697166205,4.242262451011948,4.2466404323072764,4.2510184136026048,4.2553963948979332,4.2597743761932616,4.2641523574885891,4.2685303387839175,4.2729083200792459,4.2772863013745743,4.2816642826699018,4.2860422639652302,4.2904202452605587,4.2947982265558871,4.2991762078512146,4.303554189146543,4.3079321704418714,4.3123101517371998,4.3166881330325273,4.3210661143278557,4.3254440956231841,4.3298220769185125,4.33420005821384,4.3385780395091684,4.3429560208044968,4.3473340020998252,4.3517119833951536,4.3560899646904812,4.3604679459858096,4.364845927281138,4.3692239085764664,4.3736018898717939,4.3779798711671223,4.3823578524624507,4.3867358337577791,4.3911138150531066,4.395491796348435,4.3998697776437634,4.4042477589390918,4.4086257402344193,4.4130037215297477,4.4173817028250761,4.4217596841204045,4.4261376654157321,4.4305156467110605,4.4348936280063889,4.4392716093017173,4.4436495905970457,4.4480275718923732,4.4524055531877016,4.45678353448303,4.4611615157783575,4.4655394970736859,4.4699174783690143,4.4742954596643427,4.4786734409596711,4.4830514222549986,4.487429403550327,4.4918073848456554,4.4961853661409839,4.5005633474363114,4.5049413287316398,4.5093193100269682,4.5136972913222966,4.5180752726176241,4.5224532539129525,4.5268312352082809,4.5312092165036093,4.5355871977989377,4.5399651790942652,4.5443431603895936,4.548721141684922,4.5530991229802495,4.557477104275578,4.5618550855709064,4.5662330668662348,4.5706110481615632,4.5749890294568907,4.5793670107522191,4.5837449920475475,4.5881229733428759,4.5925009546382034,4.5968789359335318,4.6012569172288602,4.6056348985241886,4.6100128798195161,4.6143908611148445,4.6187688424101729,4.6231468237055013,4.6275248050008297,4.6319027862961573,4.6362807675914857,4.6406587488868141,4.6450367301821416,4.64941471147747,4.6537926927727984,4.6581706740681268,4.6625486553634552,4.6669266366587827,4.6713046179541111,4.6756825992494395,4.6800605805447679,4.6844385618400954,4.6888165431354238,4.6931945244307522,4.6975725057260806,4.7019504870214082,4.7063284683167366,4.710706449612065,4.7150844309073934,4.7194624122027209,4.7238403934980493,4.7282183747933777,4.7325963560887061,4.7369743373840336,4.741352318679362,4.7457302999746904,4.7501082812700188,4.7544862625653472,4.7588642438606747,4.7632422251560032,4.7676202064513316,4.7719981877466591,4.7763761690419875,4.7807541503373159,4.7851321316326443,4.7895101129279727,4.7938880942233002,4.7982660755186286,4.802644056813957,4.8070220381092854,4.8114000194046129,4.8157780006999413,4.8201559819952697,4.8245339632905981,4.8289119445859257,4.8332899258812541,4.8376679071765825,4.8420458884719109,4.8464238697672393,4.8508018510625668,4.8551798323578952,4.8595578136532236,4.8639357949485511,4.8683137762438795,4.8726917575392079,4.8770697388345363,4.8814477201298647,4.8858257014251922,4.8902036827205206,4.894581664015849,4.8989596453111774,4.903337626606505,4.9077156079018334,4.9120935891971618,4.9164715704924902,4.9208495517878177,4.9252275330831461,4.9296055143784745,4.9339834956738029,4.9383614769691313,4.9427394582644588,4.9471174395597872,4.9514954208551156,4.9558734021504431,4.9602513834457715,4.9646293647410999,4.9690073460364284,4.9733853273317568,4.9777633086270843,4.9821412899224127,4.9865192712177411,4.9908972525130686,4.995275233808397,4.9996532151037254,5.0040311963990538,5.0084091776943822,5.0127871589897097,5.0171651402850381,5.0215431215803665,5.0259211028756949,5.0302990841710233,5.0346770654663509,5.0390550467616793,5.0434330280570077,5.0478110093523352,5.0521889906476636,5.056566971942992,5.0609449532383204,5.0653229345336488,5.0697009158289763,5.0740788971243047,5.0784568784196331,5.0828348597149606,5.087212841010289,5.0915908223056174,5.0959688036009458,5.1003467848962742,5.1047247661916018,5.1091027474869302,5.1134807287822586,5.117858710077587,5.1222366913729154,5.1266146726682429,5.1309926539635713,5.1353706352588997,5.1397486165542272,5.1441265978495556,5.148504579144884,5.1528825604402124,5.1572605417355408,5.1616385230308683,5.1660165043261967,5.1703944856215251,5.1747724669168527,5.1791504482121811,5.1835284295075095,5.1879064108028379,5.1922843920981663,5.1966623733934938,5.2010403546888222,5.2054183359841506,5.209796317279479,5.2141742985748074,5.2185522798701349,5.2229302611654633,5.2273082424607917,5.2316862237561192,5.2360642050514477,5.2404421863467761,5.2448201676421045,5.2491981489374329,5.2535761302327604,5.2579541115280888,5.2623320928234172,5.2667100741187447,5.2710880554140731,5.2754660367094015,5.2798440180047299,5.2842219993000583,5.2885999805953858,5.2929779618907142,5.2973559431860426,5.3017339244813702,5.3061119057766986,5.310489887072027,5.3148678683673554,5.3192458496626838,5.3236238309580113,5.3280018122533397,5.3323797935486681,5.3367577748439965,5.3411357561393249,5.3455137374346524,5.3498917187299808,5.3542697000253092,5.3586476813206367,5.3630256626159651,5.3674036439112935,5.3717816252066219,5.3761596065019503,5.3805375877972779,5.3849155690926063,5.3892935503879347,5.3936715316832622,5.3980495129785906,5.402427494273919,5.4068054755692474,5.4111834568645758,5.4155614381599033,5.4199394194552317,5.4243174007505601,5.4286953820458885,5.4330733633412169,5.4374513446365444,5.4418293259318729,5.4462073072272013,5.4505852885225288,5.4549632698178572,5.4593412511131856,5.463719232408514,5.4680972137038424,5.4724751949991699,5.4768531762944983,5.4812311575898267,5.4856091388851542,5.4899871201804826,5.494365101475811,5.4987430827711394,5.5031210640664678,5.5074990453617954,5.5118770266571238,5.5162550079524522,5.5206329892477806,5.525010970543109,5.5293889518384365,5.5337669331337649,5.5381449144290933,5.5425228957244208,5.5469008770197492,5.5512788583150776,5.555656839610406,5.5600348209057344,5.5644128022010619,5.5687907834963903,5.5731687647917187,5.5775467460870463,5.5819247273823747,5.5863027086777031,5.5906806899730315,5.5950586712683599,5.5994366525636874,5.6038146338590158,5.6081926151543442,5.6125705964496717,5.616948577745001,5.6213265590403285,5.6257045403356569,5.6300825216309853,5.6344605029263128,5.6388384842216412,5.6432164655169696,5.6475944468122981,5.6519724281076265,5.656350409402954,5.6607283906982824,5.6651063719936108,5.6694843532889383,5.6738623345842667,5.6782403158795951,5.6826182971749235,5.6869962784702519,5.6913742597655794,5.6957522410609078,5.7001302223562362,5.7045082036515637,5.7088861849468922,5.7132641662422206,5.717642147537549,5.7220201288328774,5.7263981101282049,5.7307760914235333,5.7351540727188617,5.7395320540141901,5.7439100353095185,5.748288016604846,5.7526659979001744,5.7570439791955028,5.7614219604908303,5.7657999417861587,5.7701779230814871,5.7745559043768155,5.7789338856721439,5.7833118669674715,5.7876898482627999,5.7920678295581283,5.7964458108534558,5.8008237921487842,5.8052017734441126,5.809579754739441,5.8139577360347694,5.8183357173300969,5.8227136986254253,5.8270916799207537,5.8314696612160821,5.8358476425114105,5.840225623806738,5.8446036051020664,5.8489815863973948,5.8533595676927224,5.8577375489880508,5.8621155302833792,5.8664935115787076,5.870871492874036,5.8752494741693635,5.8796274554646919,5.8840054367600203,5.8883834180553478,5.8927613993506762,5.8971393806460046,5.901517361941333,5.9058953432366614,5.9102733245319889,5.9146513058273174,5.9190292871226458,5.9234072684179742,5.9277852497133026,5.9321632310086301,5.9365412123039585,5.9409191935992869,5.9452971748946144,5.9496751561899428,5.9540531374852712,5.9584311187805987,5.962809100075928,5.9671870813712555,5.9715650626665839,5.9759430439619123,5.9803210252572399,5.9846990065525691,5.9890769878478967,5.9934549691432251,5.9978329504385535,6.002210931733881,6.0065889130292094,6.0109668943245378,6.0153448756198653,6.0197228569151946,6.0241008382105221,6.0284788195058505,6.0328568008011789,6.0372347820965064,6.0416127633918348,6.0459907446871632,6.0503687259824908,6.0547467072778201,6.0591246885731476,6.063502669868476,6.0678806511638044,6.0722586324591319,6.0766366137544612,6.0810145950497887,6.0853925763451171,6.0897705576404455,6.094148538935773,6.0985265202311014,6.1029045015264298,6.1072824828217573,6.1116604641170866,6.1160384454124141,6.1204164267077426,6.124794408003071,6.1291723892983985,6.1335503705937269,6.1379283518890553,6.1423063331843828,6.1466843144797121,6.1510622957750396,6.155440277070368,6.1598182583656964,6.1641962396610239,6.1685742209563523],"y":[0.0008691192905245698,0.00097313032058122867,0.001086077424685255,0.0012082120131357565,0.0013465664032619833,0.0014984890252613741,0.0016624339884338498,0.0018441766322621852,0.0020461663274842245,0.0022636595068005155,0.0024999858647428179,0.0027654683793252224,0.0030506555610755109,0.0033559925475163481,0.0036998324531631955,0.0040694859459252004,0.0044643772380812061,0.0049003339974252706,0.005374007342065933,0.005878824476356727,0.006426044927328449,0.0070261351542884763,0.0076640897041870566,0.0083441102119956069,0.0090957972702549513,0.00989283624960491,0.01073599951441943,0.011660492481391088,0.012645031553379264,0.013683923335985223,0.014804375014323587,0.016006843353337064,0.017272363212749473,0.01861679872458671,0.020068975927898438,0.021593133679575317,0.023190274930035358,0.024924410176605079,0.026739378013749759,0.028636015047524704,0.030665543717510561,0.032802498182087206,0.035029422699108158,0.037380767747632472,0.039868546473446821,0.042453652526511211,0.045150564706861525,0.048014181606276976,0.05098107745537777,0.054051744859820387,0.057302344506197526,0.060668781723400921,0.064142776060045634,0.067777860757538874,0.071554196639980805,0.075439484746705629,0.079463223322492116,0.083651019094473852,0.087946395505732342,0.092354845232189148,0.0969457120545128,0.10163974470852499,0.10643630812651431,0.11139489899930415,0.11646527196075436,0.12163015055324748,0.1269239538321196,0.13233730952700851,0.1378340118502796,0.14342705041057233,0.14913941270536288,0.15492107685376072,0.16077056065765066,0.16672669681628224,0.1727373412451485,0.17879904369233912,0.18492994167554005,0.19110634543215718,0.19731536360404109,0.20356139712828,0.20983555037976773,0.21612301722480756,0.2224220819001867,0.2287240941018808,0.23502019669218205,0.24130855840557303,0.24757152661761067,0.25380875734284636,0.26002031708604917,0.26618699791646633,0.27230342205410435,0.27837841290880372,0.28439828332087574,0.29034058436233851,0.29622868814888115,0.30205998780842513,0.30778605060642694,0.31344879261746372,0.31904759926161963,0.32454110037730211,0.32995350435171139,0.33529743738433859,0.34054634792586019,0.34569769983869109,0.35078016212229812,0.355783050834452,0.36067669373576483,0.36550489326157404,0.370268152001415,0.37492389359493239,0.37951740042193083,0.38405313057456825,0.38850596107577318,0.39289445706946063,0.3972347749995449,0.40151591125123942,0.40573634444993567,0.40991970870823635,0.41406478784568718,0.41815820542867066,0.42222621236616054,0.42626993659484347,0.43028106622101914,0.43427533115039546,0.4382564989877985,0.44222337582148652,0.44618280003533367,0.45013912086475227,0.45409385094084004,0.45805252869936497,0.46201643282684374,0.46598630659245965,0.46997220579129523,0.47396984206837706,0.47797966740483983,0.48201133530473844,0.48606246941721626,0.49013026505469082,0.49422173508572226,0.49834048803716174,0.50247898568366034,0.50664024407422537,0.51083651277731346,0.51505474355356862,0.51929513064042421,0.52357446282273701,0.52787970704427722,0.53220908300326186,0.53657517105449481,0.54097498724550219,0.54540133078017539,0.54986196011873256,0.55436601504390948,0.55889988495969145,0.56346545319962305,0.56808691700282821,0.57274267646113108,0.57743325366448728,0.58218337067661652,0.58697977951005564,0.59181694086005421,0.59671365028189727,0.60167378273193928,0.6066817419730236,0.61174782947317663,0.61689836816338517,0.62210463346158584,0.62736742095626219,0.63273538811370023,0.63816944718020385,0.64366833799827816,0.64927090051547098,0.65496266091564892,0.66072740025980592,0.66659071155734906,0.6725689003747144,0.67862759444190257,0.68477596948402408,0.69106667140186406,0.69744439605304642,0.70390970922760776,0.71052471806535511,0.71724241500008845,0.7240527224922414,0.73099921798529011,0.73807290360486988,0.74524269684835143,0.75253181300468996,0.759972046297823,0.76751023318095291,0.7751482676596998,0.78295975681446461,0.79086927873785051,0.79887670838465796,0.80703857031945903,0.81531594001212659,0.82368908721875456,0.83219215959705128,0.84082675130083928,0.84955274869970354,0.85838303906323443,0.86735599920697359,0.87641333960747525,0.88555422957824237,0.89483186024689298,0.90418872768414416,0.91361843563130019,0.92315133247225212,0.93276354290546248,0.94243391596455806,0.95217420192221525,0.96198290758234328,0.97183043247205603,0.98171654418665988,0.99164594369339543,1.0015895189154231,1.0115445131269007,1.021499844552844,1.0314389712090335,1.0413583130296495,1.051235415839977,1.0610491478597677,1.0708059466794073,1.0804850084671063,1.0900319822528401,1.0994791901601868,1.1088222398000727,1.1179434789642977,1.1269157110123256,1.1357354020783283,1.1442902405750022,1.1526071278246155,1.1607195559493331,1.1685402712532398,1.1760113521381328,1.1832242562225661,1.1901379582344398,1.1965689814854643,1.2026884356099998,1.2084912172369906,1.2137231604763006,1.2185613178115482,1.2230327398387968,1.2269420090001801,1.2303255012898706,1.2332979062266252,1.2357424605625078,1.237520981928705,1.2388522983319408,1.2397141799766316,1.2397687432632496,1.2393505353201697,1.2384578696757571,1.236792499925577,1.2345570158159354,1.231835835663367,1.2284372335540925,1.2243629860391327,1.2198059121970177,1.214683303521586,1.2087987893618211,1.2024491259435908,1.1956366987377591,1.1880403970506144,1.1799929869704548,1.171517214451008,1.1624096173017853,1.1528093302627129,1.1428289315226741,1.1323677111135662,1.1214055509396335,1.1101237786908904,1.0985024901074447,1.0864094366615142,1.0740672642025029,1.0614833111337023,1.0485481390501374,1.0354155198432067,1.0221194534042783,1.0086221393455639,0.9949877221568586,0.98127157704619006,0.96747533809251285,0.95363510995135059,0.9397947393672722,0.92596262226507797,0.91220801896954007,0.89853115926933014,0.88493917941570688,0.87152249149682648,0.85827706474777465,0.84518599667649286,0.83232808263659108,0.8197513307254658,0.80738775893748471,0.79527846998319673,0.78356748753354521,0.77211537721381562,0.76092588827716579,0.75021055175681095,0.73980437040776659,0.72968948950819434,0.72001992065396325,0.71074019963906676,0.7017644713017317,0.69317928431886433,0.68505088399564573,0.67722320074999087,0.66971415649272159,0.66270735404211134,0.6559829128728274,0.64953817557455096,0.64353158189699888,0.63781657695175298,0.63234799523598562,0.62721208861140632,0.62237088616590974,0.61773235989748521,0.61332599769071505,0.60919038699358152,0.60520632668435548,0.60136860915308721,0.59774638905246602,0.59422285015134313,0.59079034139122888,0.58746899522243845,0.58420549519197307,0.58097790388871806,0.57778039091085809,0.57458170138037001,0.57136740543223974,0.56812744873299093,0.56481465691561927,0.56144140476219906,0.55800377773770815,0.55443193456879336,0.55075597134462584,0.54698134668926457,0.54304926154898736,0.5389623607051609,0.53475368650409738,0.53038812531047486,0.52582215176194069,0.52112332187267241,0.51628633393596102,0.51121513477769021,0.50601204392136823,0.50067793151839324,0.49513972176740412,0.4894586573674522,0.48366015617997493,0.47770613998813261,0.47160972216662472,0.46541888754447086,0.45912312731713822,0.45270416343391728,0.44622106750873397,0.43967705049752004,0.43305298737832848,0.42639760400180782,0.41971670539955097,0.413015607181067,0.40631887069197442,0.39963357102481195,0.39297443616080091,0.3863690948758271,0.37981100687487268,0.37330944045809117,0.36692130889544711,0.3606126662926174,0.35438635214615133,0.34831441960127707,0.34236066611851129,0.33651493436839935,0.33083373188388626,0.32531762939546538,0.31992788418759127,0.31469596626228213,0.30967351680113331,0.3047875619334437,0.3000394612107245,0.29553780003541119,0.29117434850141066,0.28694868212755326,0.28293715135312736,0.27908629876102969,0.27536590691521529,0.27181845430387397,0.26844395935511761,0.26518565037173047,0.2620566059866774,0.25909971046010555,0.25623916646682349,0.25347281702607888,0.25085073678521652,0.24830780185994611,0.2458349807434575,0.24345455490617698,0.24113916464621032,0.23886803916908333,0.23664593004444792,0.23446424945830927,0.23230102735853783,0.23015400729585,0.22801436208525988,0.22586908170116288,0.22371599777326587,0.22153678774736574,0.21932842978415257,0.21709184730578646,0.21480831353479438,0.2124689602739511,0.21008533881648397,0.20764593051762331,0.20512378628333855,0.202546371894435,0.19991283235454479,0.19717546546498291,0.1943756965871074,0.19151483272751832,0.18855879100198461,0.18552649021800496,0.18243331270226332,0.17926030097970555,0.17600275835149154,0.17268928557292512,0.16931485359871953,0.16585497037622024,0.16234812406490159,0.15879537591239345,0.15517347648749666,0.15151232411332816,0.14781770385553106,0.14408033628917108,0.14031292094223735,0.13652646504132077,0.13272021973802636,0.12890021684097383,0.1250765958664021,0.12125102287806132,0.11743444530683748,0.11362972446874939,0.10983832687738415,0.10607692367089824,0.1023456147314184,0.09864214253577562,0.094982146198464359,0.091374687694727411,0.087808016223322502,0.084291152864968799,0.080851910310848443,0.077464354453942161,0.074129443358818922,0.070892218816336242,0.067718277031142152,0.064605189333392196,0.061587527797800433,0.058653191167037412,0.055785413032093688,0.053005273278484435,0.05032785866166091,0.047720242411604018,0.045188353798373632,0.042776794238686203,0.040435973126770511,0.038165856017026469,0.036011778327744486,0.033936925074537931,0.031931434649647823,0.03002423488380121,0.028208068807416851,0.026458267616517431,0.024788212962185342,0.023218160927473922,0.021710182043812958,0.020263816334033301,0.01892314006259161,0.017639417246744886,0.016411992740581988,0.015269561096447585,0.014190025579620305,0.013160948886600628,0.012197881033634729,0.011301066753462591,0.010448653751598109,0.0096454512533584308,0.0089094663481159922,0.0082118665362557308,0.0075520746095027579,0.0069524523890903732,0.0063884079229583118,0.00585645128424888,0.0053695245933326526,0.004918956535766154,0.0044951775444694968,0.0041039468574538326,0.0037483729406545623,0.0034148050471986043,0.0031037831643964406,0.0028265804934741066,0.0025671669869977917,0.0023251685847821882,0.0021090519626259258,0.0019097366150732519,0.001724275556168517,0.0015569632130534559,0.0014056769648477716,0.0012652433759289213,0.0011370809605603079,0.0010236494272668798,0.00091858872980911973,0.00082167735898656274],"mode":"lines","fill":"tozeroy","name":"setosa","type":"scatter","marker":{"color":"rgba(44,160,44,1)","line":{"color":"rgba(44,160,44,1)"}},"error_y":{"color":"rgba(44,160,44,1)"},"error_x":{"color":"rgba(44,160,44,1)"},"line":{"color":"rgba(44,160,44,1)"},"xaxis":"x","yaxis":"y","frame":null}],"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.20000000000000001,"selected":{"opacity":1},"debounce":0},"shinyEvents":["plotly_hover","plotly_click","plotly_selected","plotly_relayout","plotly_brushed","plotly_brushing","plotly_clickannotation","plotly_doubleclick","plotly_deselect","plotly_afterplot","plotly_sunburstclick"],"base_url":"https://plot.ly"},"evals":[],"jsHooks":[]}</script> ] --- name:animated-image <h1 align="center">Including Animated Graphs </h1> <BR><BR> .pull-left[ <center> <img src="img/impossible-parking.gif" width=300 height=200> </center> ] .pull-right[ <center> <img src="img/perfect-parking.gif" width=400 height=200> </center> ] --- name:embeddingPDF <h1 align="center">Embedding Opened PDF Files</h1> <center><div class='wrap'> <object data="https://pengdsci.github.io/sta553/w03-Ethics.pdf" type="application/pdf" width="80%" height="500px"> <p>Unable to display PDF file. <a href="https://pengdsci.github.io/sta553/w03-Ethics.pdf">Download</a> instead.</p> </object> </div></center> --- name:embedding <h1 align="center">Embedding Opened Interactive Apps</h1> <center><div class='wrap'> <iframe src="https://wcu-peng.shinyapps.io/NormalCI4MeanProp/" height="500" width="1110" title="Iframe Example"></iframe> </div></center> --- class: center, middle # Thanks! Slides created via the R packages: [**xaringan**](https://github.com/yihui/xaringan)<br> [gadenbuie/xaringanthemer](https://github.com/gadenbuie/xaringanthemer) The chakra comes from [remark.js](https://remarkjs.com), [**knitr**](http://yihui.name/knitr), and [R Markdown](https://rmarkdown.rstudio.com).