class: center, middle, inverse, title-slide # Generate interactive graphics ## Using the plotly library ### Thomas Källman ### 10 June, 2018 --- class: spaced ## Contents * Why interactive graphics and `plotly` * Creating plotly objects * `Plot_ly` and `ggplotly` * Combining plots * Animated plots * Additional information --- ## Interactive graphics Why interactive? * Adds a layer of information that help viewers understand data encourages explanatory data analysis * Make it possible to view complex data such as time series of multiple variables that is much harder to do with static views Why plotly in R? * Makes use of all the development and benefits of the javascript graphing library [plotly.js](www.plot.ly) (avoid reinventing the wheel) * Uses the ideas of grammar of graphics and is hence in many ways similar to ggplot2 * Can in a single line of code convert static ggplot2 graphs to interactive plots * Can generate useful 3d graphics * Allow for sharing the plot with associated data in json format so that they can be easily modified using other languages ??? Plotly is also easy to interact with from python and matlab making it suitable for collaborative efforts --- ## Support many types of basic plots .pull-left-50[ Scatterplots <div id="c9e527696000" style="width:250px;height:250px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e527696000">{"x":{"visdat":{"c9e53c38979b":["function () ","plotlyVisDat"]},"cur_data":"c9e53c38979b","attrs":{"c9e53c38979b":{"x":{},"y":{},"color":"tomato3","alpha":1,"sizes":[10,100]}},"layout":{"width":250,"height":250,"margin":{"b":40,"l":60,"t":25,"r":10},"plot_bgcolor":"lightblue","paper_bgcolor":"#F3F3F3","xaxis":{"domain":[0,1],"title":"Sepal.Length"},"yaxis":{"domain":[0,1],"title":"Petal.Length"},"hovermode":"closest","showlegend":false},"source":"A","config":{"modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"data":[{"x":[5.1,4.9,4.7,4.6,5,5.4,4.6,5,4.4,4.9,5.4,4.8,4.8,4.3,5.8,5.7,5.4,5.1,5.7,5.1,5.4,5.1,4.6,5.1,4.8,5,5,5.2,5.2,4.7,4.8,5.4,5.2,5.5,4.9,5,5.5,4.9,4.4,5.1,5,4.5,4.4,5,5.1,4.8,5.1,4.6,5.3,5,7,6.4,6.9,5.5,6.5,5.7,6.3,4.9,6.6,5.2,5,5.9,6,6.1,5.6,6.7,5.6,5.8,6.2,5.6,5.9,6.1,6.3,6.1,6.4,6.6,6.8,6.7,6,5.7,5.5,5.5,5.8,6,5.4,6,6.7,6.3,5.6,5.5,5.5,6.1,5.8,5,5.6,5.7,5.7,6.2,5.1,5.7,6.3,5.8,7.1,6.3,6.5,7.6,4.9,7.3,6.7,7.2,6.5,6.4,6.8,5.7,5.8,6.4,6.5,7.7,7.7,6,6.9,5.6,7.7,6.3,6.7,7.2,6.2,6.1,6.4,7.2,7.4,7.9,6.4,6.3,6.1,7.7,6.3,6.4,6,6.9,6.7,6.9,5.8,6.8,6.7,6.7,6.3,6.5,6.2,5.9],"y":[1.4,1.4,1.3,1.5,1.4,1.7,1.4,1.5,1.4,1.5,1.5,1.6,1.4,1.1,1.2,1.5,1.3,1.4,1.7,1.5,1.7,1.5,1,1.7,1.9,1.6,1.6,1.5,1.4,1.6,1.6,1.5,1.5,1.4,1.5,1.2,1.3,1.4,1.3,1.5,1.3,1.3,1.3,1.6,1.9,1.4,1.6,1.4,1.5,1.4,4.7,4.5,4.9,4,4.6,4.5,4.7,3.3,4.6,3.9,3.5,4.2,4,4.7,3.6,4.4,4.5,4.1,4.5,3.9,4.8,4,4.9,4.7,4.3,4.4,4.8,5,4.5,3.5,3.8,3.7,3.9,5.1,4.5,4.5,4.7,4.4,4.1,4,4.4,4.6,4,3.3,4.2,4.2,4.2,4.3,3,4.1,6,5.1,5.9,5.6,5.8,6.6,4.5,6.3,5.8,6.1,5.1,5.3,5.5,5,5.1,5.3,5.5,6.7,6.9,5,5.7,4.9,6.7,4.9,5.7,6,4.8,4.9,5.6,5.8,6.1,6.4,5.6,5.1,5.6,6.1,5.6,5.5,4.8,5.4,5.6,5.1,5.1,5.9,5.7,5.2,5,5.2,5.4,5.1],"type":"scatter","mode":"markers","name":"tomato3","marker":{"fillcolor":"rgba(252,141,98,0.5)","color":"rgba(252,141,98,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","frame":null}],"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> Line plots <div id="c9e54eb4294d" style="width:250px;height:250px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e54eb4294d">{"x":{"visdat":{"c9e54c2209d7":["function () ","plotlyVisDat"]},"cur_data":"c9e54c2209d7","attrs":{"c9e54c2209d7":{"x":{},"y":{},"mode":"lines","alpha":1,"sizes":[10,100],"type":"scatter"}},"layout":{"width":250,"height":250,"margin":{"b":40,"l":60,"t":25,"r":10},"xaxis":{"domain":[0,1],"title":"x"},"yaxis":{"domain":[0,1],"title":"random_y"},"hovermode":"closest","showlegend":false},"source":"A","config":{"modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100],"y":[-2.20322615084986,0.190614162234773,0.45335499537299,-0.0838716774315081,-0.329218785924128,0.238726299918367,0.981163191990388,1.39560221843698,-0.749591592901413,0.388562490919005,-0.217127698403684,-0.867334373841729,-0.483805700097773,1.86720589155618,-0.9828749668037,-0.142912871473081,-0.252261040759667,0.956854966243887,-0.377946243439883,-0.556433870727057,-0.400804105987864,-1.95189096231622,-0.838207084078461,-0.855849954657984,0.676282246687828,0.530005443387168,1.30173453523165,0.232779322363634,-0.0711227710016334,-0.0138250737158176,-0.117911223668866,-0.490799155538195,0.549640810615579,-0.460139671852847,-0.107141786029013,0.180742140764966,0.193282564699215,-0.43595112273602,0.583394289073908,-0.313539114156363,-0.2279044437099,1.62334191766918,0.451474899542447,-1.97681231942921,-2.21541565609918,1.75955307394172,0.0713736103077033,-1.47976021332451,-0.994261240268001,2.07915051150417,1.41343165360768,0.670389086072169,1.76882709384483,1.53160275789801,-0.0857116031341705,-1.51248340251592,-1.66771483699493,-0.266640551167644,2.03450813068708,-0.962142188955654,-0.274304254160649,-0.256647573771656,-1.14176811761808,-0.0434262527279924,0.889651944378748,-0.824817810363047,0.132446400276756,-1.32175979587373,0.586230230061779,-0.188294726194619,-1.56283441541599,1.76495079665106,0.19033250112518,-0.0678120034755128,-1.64220639242867,1.35500939167348,2.17167228249442,-0.139166979851772,-0.229538425331699,0.343903298233465,-0.263115316928744,0.792451158258292,0.226627390370585,0.983119857500842,1.4964239539833,1.22209239765992,-1.32780884956813,0.228732420704322,-0.41822228674646,0.207298212622557,-1.1167135077604,0.821708665491104,-1.11103722910232,0.421955083532948,1.48261495689546,1.87985626832114,1.21115380674691,-0.837053226770645,-1.10861101569991,-1.85412606181461],"mode":"lines","type":"scatter","line":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","frame":null}],"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> ] .pull-right-50[ Bar plots <div id="c9e55cf57628" style="width:250px;height:220px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e55cf57628">{"x":{"visdat":{"c9e546ae4bd8":["function () ","plotlyVisDat"]},"cur_data":"c9e546ae4bd8","attrs":{"c9e546ae4bd8":{"x":{},"y":{},"name":"A","alpha":1,"sizes":[10,100],"type":"bar"},"c9e546ae4bd8.1":{"x":{},"y":{},"name":"B","alpha":1,"sizes":[10,100],"type":"bar"},"c9e546ae4bd8.2":{"x":{},"y":{},"name":"C","alpha":1,"sizes":[10,100],"type":"bar"}},"layout":{"width":250,"height":220,"margin":{"b":40,"l":60,"t":25,"r":10},"yaxis":{"domain":[0,1],"title":"Count"},"barmode":"group","xaxis":{"domain":[0,1],"title":"name","type":"category","categoryorder":"array","categoryarray":["var1","var2","var3"]},"hovermode":"closest","showlegend":true},"source":"A","config":{"modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"data":[{"x":["var1","var2","var3"],"y":[4,24,17],"name":"A","type":"bar","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","frame":null},{"x":["var1","var2","var3"],"y":[9,12,8],"name":"B","type":"bar","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(255,127,14,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","frame":null},{"x":["var1","var2","var3"],"y":[10,29,11],"name":"C","type":"bar","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(44,160,44,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","frame":null}],"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> Bubble plots <div id="c9e55fad0b7d" style="width:250px;height:250px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e55fad0b7d">{"x":{"visdat":{"c9e51b4b1a52":["function () ","plotlyVisDat"]},"cur_data":"c9e51b4b1a52","attrs":{"c9e51b4b1a52":{"x":{},"y":{},"text":{},"mode":"markers","marker":{"opacity":0.5,"sizemode":"diameter"},"color":{},"size":{},"colors":"Paired","alpha":1,"sizes":[10,50],"type":"scatter"}},"layout":{"width":250,"height":250,"margin":{"b":40,"l":60,"t":25,"r":10},"title":"","xaxis":{"domain":[0,1],"showgrid":false,"title":"Women"},"yaxis":{"domain":[0,1],"showgrid":false,"title":"Men"},"showlegend":false,"hovermode":"closest"},"source":"A","config":{"modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"data":[{"x":[96,71,64,72],"y":[151,88,78,81],"text":["Stanford","Berkeley","UCLA","SoCal"],"mode":"markers","marker":{"size":[47.5510204081633,16.530612244898,14.0816326530612,10],"sizemode":"diameter","fillcolor":"rgba(166,206,227,0.5)","color":"rgba(166,206,227,1)","opacity":0.5,"line":{"color":"transparent"}},"type":"scatter","name":"California","xaxis":"x","yaxis":"y","frame":null},{"x":[79],"y":[114],"text":"Yale","mode":"markers","marker":{"size":31.2244897959184,"sizemode":"diameter","fillcolor":"rgba(62,133,187,0.5)","color":"rgba(62,133,187,1)","opacity":0.5,"line":{"color":"transparent"}},"type":"scatter","name":"Connecticut","xaxis":"x","yaxis":"y","frame":null},{"x":[68],"y":[82],"text":"Emory","mode":"markers","marker":{"size":14.0816326530612,"sizemode":"diameter","fillcolor":"rgba(147,190,154,0.5)","color":"rgba(147,190,154,1)","opacity":0.5,"line":{"color":"transparent"}},"type":"scatter","name":"Georgia","xaxis":"x","yaxis":"y","frame":null},{"x":[78],"y":[118],"text":"Chicago","mode":"markers","marker":{"size":35.3061224489796,"sizemode":"diameter","fillcolor":"rgba(115,189,88,0.5)","color":"rgba(115,189,88,1)","opacity":0.5,"line":{"color":"transparent"}},"type":"scatter","name":"Illinois","xaxis":"x","yaxis":"y","frame":null},{"x":[73],"y":[100],"text":"Notre Dame","mode":"markers","marker":{"size":24.6938775510204,"sizemode":"diameter","fillcolor":"rgba(144,163,89,0.5)","color":"rgba(144,163,89,1)","opacity":0.5,"line":{"color":"transparent"}},"type":"scatter","name":"Indiana","xaxis":"x","yaxis":"y","frame":null},{"x":[94,112,76],"y":[152,165,112],"text":["MIT","Harvard","Tufts"],"mode":"markers","marker":{"size":[50,45.9183673469388,32.0408163265306],"sizemode":"diameter","fillcolor":"rgba(248,131,123,0.5)","color":"rgba(248,131,123,1)","opacity":0.5,"line":{"color":"transparent"}},"type":"scatter","name":"Massachusetts","xaxis":"x","yaxis":"y","frame":null},{"x":[62],"y":[84],"text":"Michigan","mode":"markers","marker":{"size":20.6122448979592,"sizemode":"diameter","fillcolor":"rgba(230,50,34,0.5)","color":"rgba(230,50,34,1)","opacity":0.5,"line":{"color":"transparent"}},"type":"scatter","name":"Michigan","xaxis":"x","yaxis":"y","frame":null},{"x":[84],"y":[114],"text":"Dartmouth","mode":"markers","marker":{"size":27.1428571428571,"sizemode":"diameter","fillcolor":"rgba(252,181,104,0.5)","color":"rgba(252,181,104,1)","opacity":0.5,"line":{"color":"transparent"}},"type":"scatter","name":"New Hampshire","xaxis":"x","yaxis":"y","frame":null},{"x":[90],"y":[137],"text":"Princeton","mode":"markers","marker":{"size":41.0204081632653,"sizemode":"diameter","fillcolor":"rgba(255,142,39,0.5)","color":"rgba(255,142,39,1)","opacity":0.5,"line":{"color":"transparent"}},"type":"scatter","name":"New Jersey","xaxis":"x","yaxis":"y","frame":null},{"x":[86,67,80],"y":[119,94,107],"text":["Columbia","NYU","Cornell"],"mode":"markers","marker":{"size":[29.5918367346939,24.6938775510204,24.6938775510204],"sizemode":"diameter","fillcolor":"rgba(233,159,143,0.5)","color":"rgba(233,159,143,1)","opacity":0.5,"line":{"color":"transparent"}},"type":"scatter","name":"New York","xaxis":"x","yaxis":"y","frame":null},{"x":[93],"y":[124],"text":"Duke","mode":"markers","marker":{"size":27.9591836734694,"sizemode":"diameter","fillcolor":"rgba(158,123,186,0.5)","color":"rgba(158,123,186,1)","opacity":0.5,"line":{"color":"transparent"}},"type":"scatter","name":"North Carolina","xaxis":"x","yaxis":"y","frame":null},{"x":[92],"y":[141],"text":"U.Penn","mode":"markers","marker":{"size":42.6530612244898,"sizemode":"diameter","fillcolor":"rgba(157,118,158,0.5)","color":"rgba(157,118,158,1)","opacity":0.5,"line":{"color":"transparent"}},"type":"scatter","name":"Pennsylvania","xaxis":"x","yaxis":"y","frame":null},{"x":[72],"y":[92],"text":"Brown","mode":"markers","marker":{"size":18.9795918367347,"sizemode":"diameter","fillcolor":"rgba(245,229,134,0.5)","color":"rgba(245,229,134,1)","opacity":0.5,"line":{"color":"transparent"}},"type":"scatter","name":"Rhode Island","xaxis":"x","yaxis":"y","frame":null},{"x":[94],"y":[131],"text":"Georgetown","mode":"markers","marker":{"size":32.8571428571429,"sizemode":"diameter","fillcolor":"rgba(177,89,40,0.5)","color":"rgba(177,89,40,1)","opacity":0.5,"line":{"color":"transparent"}},"type":"scatter","name":"Washington DC","xaxis":"x","yaxis":"y","frame":null}],"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> ] ??? These are just examples of the standard plots that are part of most graphing systems. Make sure to look at one in more detail to show the interaction that is part of the plots. --- ## As well as more complex types .pull-left-50[ 3d scatterplots <div align="center"> <div id="c9e520da65d0" style="width:300px;height:400px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e520da65d0">{"x":{"visdat":{"c9e562fc47fd":["function () ","plotlyVisDat"]},"cur_data":"c9e562fc47fd","attrs":{"c9e562fc47fd":{"x":[9,8,5,1],"y":[1,2,4,8],"z":[11,8,15,3],"mode":"markers","alpha":1,"sizes":[10,100],"type":"scatter3d"}},"layout":{"width":300,"height":400,"margin":{"b":40,"l":60,"t":25,"r":10},"xaxis":{"domain":[0,1]},"yaxis":{"domain":[0,1]},"hovermode":"closest","showlegend":false},"source":"A","config":{"modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"data":[{"x":[9,8,5,1],"y":[1,2,4,8],"z":[11,8,15,3],"mode":"markers","type":"scatter3d","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"frame":null}],"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> </div> ] .pull-right-50[ 2d histograms <div align="center"> <div id="c9e54f643329" style="width:300px;height:300px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e54f643329">{"x":{"visdat":{"c9e51c002c6b":["function () ","plotlyVisDat"]},"cur_data":"c9e51c002c6b","attrs":{"c9e51c002c6b":{"x":[-0.534641574564034,-12.8846406905735,-18.5450803657602,-0.752205350642058,-11.6784839776873,-4.33936572776104,15.3769785027695,8.2641165216381,4.19423406446778,7.50762494609757,-12.4186182828518,-17.9848202301901,-18.2110505353402,-3.08513016561271,20.0671618175643,7.40479529588742,-8.2243699559699,-15.4080584943657,-8.63459192493386,-13.0474980231364,9.41965698006192,3.41885271749372,-23.3346077084075,-16.0096788751491,-26.4805578666622,-0.172886058890366,-2.88679619133942,-22.8840490331786,10.1945566660468,-2.13124391096225,-12.972747083063,-7.77525586051927,5.73080209030663,-10.1478472520547,-11.9886963306795,-8.56410066172394,3.57586480321505,-2.27869242988735,7.71325326917079,-50.5631822148616,-4.92236096791781,19.0549111957451,4.51538317775146,12.1427823153538,16.7737804527282,8.01507971461505,-0.96577459878939,7.00403125606908,-11.8463885631941,-6.21966662784904,11.5312207985229,-3.67203140414309,1.03739834528821,11.0361608836451,10.1936781121536,7.63615581515157,-0.598741241889216,5.02698854340849,8.7106744705032,6.73961999691888,-8.55955576829772,1.41954266495869,11.1611097801067,-13.9760180266348,-2.05252908984597,1.09753691435947,-23.3593148308413,-1.52191495779698,-26.2537612595623,16.4675095586779,1.19673943440479,-13.7179413600439,22.56223640112,9.76748893660248,2.26495075204438,1.93423219098416,-11.8183682647164,19.2486399562795,-5.28975803980636,-3.59787926397752,11.1180073311203,-6.85159707997177,-8.95870218802467,21.4488582034066,-4.65111581413094,-8.24534923688363,5.11279200695645,-6.97288748982288,27.2928812296744,-2.39318115396773,-0.936384909802194,-6.48958189424199,-4.05001815237015,18.920333089373,14.3330284554815,-2.6564307005004,32.9904270158101,-14.670184906802,3.61407688571525,27.9718387617636,-2.53988222936777,5.27217062309118,-9.51686860482016,9.41453701841224,-12.5409905640767,-11.9414565145714,-14.4559255051726,-6.75143181996772,-11.8660589573236,-17.9618400208627,1.57149270304019,13.5563417047547,10.592978613598,-1.41091430625705,-0.0584205131302202,5.55520257796065,-11.9555442537616,3.78341135092917,-8.5635507129886,-8.2829491083435,1.84677229343579,12.6581370451593,6.94858801092257,-0.0983546487445207,15.9483374768597,15.2898182609027,-7.34079446003208,23.1053380240572,3.79405580152584,10.0271647808911,-4.49410049583837,-15.996339378028,-33.9812735553645,16.6029371249557,32.1509690073715,15.534496302993,12.2870196795349,17.8822423320204,13.2580157358753,0.278496502790971,-19.3405869545088,12.569291344374,6.56442790587542,5.95842872818034,1.0832474271935,-3.54204026359006,10.9513614381297,3.71858284454129,5.67195332027432,5.45055563449168,1.32642092100463,4.44519715652583,3.75075049281259,1.2259190599143,17.4000244657576,-16.0444439908484,6.26457060246926,1.08357498828053,3.28682938105914,11.5392819279428,-2.04935369072816,-15.814609630247,-27.8114871992368,-18.6927517538414,-14.6129936996233,-26.4373474589239,-14.1864745896175,5.84312255479072,13.5967621707194,-24.5740251615981,-2.56604733187701,-7.68289362748729,-17.8239441120021,17.0317412355257,10.1947109202247,15.7920886843997,0.0910275363530156,-6.63564920379072,6.7963972939443,7.37080462177749,29.062440126738,5.87480970143066,-1.52647241409284,4.4171554807613,-4.7192263924903,14.0669277124152,4.48388226894218,-12.8941488926658,21.8418373286272,13.3200695574203,16.5758939183158,16.0972395581801,-2.29050016640091,8.20619871933766,-17.9698842414369,-5.9603187889382,-20.787316687097,-2.24241910552978,3.27736566104454,12.0328798917385,-3.09618610273021,2.95830643811728,8.55901596308209,24.9904531779739,3.35717288742099,2.55457177944916,9.05896412950326,-6.40226671889904,-15.4241051245594,3.49969048005555,-19.1943772951506,-3.09258670541644,-2.33863163077091,9.83539911573516,-2.39503730863563,-17.1688156903216,-16.3741982610571,16.5831166899208,-15.3303121311327,13.6649296041174,10.5224562777796,18.8093740449034,-4.17598084698131,-12.9434772973937,-13.5778215308465,2.04044254278361,-2.20323287124645,-0.40158825694632,-6.82425836530668,-36.548791361971,10.2917224415479,12.5306733154106,4.10708473871524,-10.9669006389865,-9.75299717542241,-16.2994570281929,-11.7907996191992,2.60983905491098,2.94568630883389,19.0246328172768,7.32947739608773,-20.2497013111432,8.69532888930894,-1.8168590768726,9.5336963236498,-1.07363904829958,12.7797077218652,2.23004695099238,26.3374892866466,5.87894358975163,-0.229501651989894,1.03418325050525,0.0301638964358558,-4.10895245570631,7.75720385913481,-7.57296552708689,-6.41806602114391,-14.2549571600334,2.1971661933055,17.3090734973894,-8.88765339722342,17.2649202745915,21.3629782860937,-20.3856350727791,13.1611776102394,-2.37978041666769,3.93320004958021,-0.842538526042533,-12.2736165169097,-4.44845578424405,-3.75075145054194,29.9512542041753,10.4315250779557,-11.5559234554075,1.14628533416098,-16.032361991786,-16.5673050427725,-1.78590098564145,9.34688215549625,18.577886248919,7.01085840615135,-2.94035031969816,8.57909352306879,24.2108786214247,10.8842566606366,8.3486253589567,-9.39546344612961,0.537079983955235,-7.49534674901561,19.4123596652534,21.122307037225,-13.3388830739749,-2.72769118550206,1.45373482713569,-13.1841212909027,26.450867738726,-1.30131676210717,-10.8035565357335,-7.19905865963247,-9.14662811356554,6.3214304494457,19.0682576396099,1.77607116356785,2.66904660240724,-22.7672060685419,-4.11790637252098,-19.5991388821913,-16.8321860390864,3.78926544374617,3.96838193016012,8.31848813537016,4.33288127782056,14.9164517241566,-2.59298086798456,-7.33165158017124,-13.122396533398,-9.55147725307803,12.8087507963196,-12.4433523702312,-20.1838973489976,-0.308269223046238,-1.03415559447297,14.1799441565816,-10.2957860689134,-4.66414509518005,7.72692935785691,14.4940496095774,-21.9684770162054,2.75401778729027,7.53203132749294,0.348324427791396,1.53612776009265,16.8624152747832,-5.73176698693278,-14.3239804416206,23.4008471700289,20.6132854413843,-12.9983137481272,-2.76116458599939,0.331422123886262,-6.78466119684637,-6.04848249347767,3.44821083955558,9.9629972540898,-2.55702784385559,-16.3798338990656,6.04465118977386,4.38299657501373,4.2557079324672,-16.7312690072396,11.4941156706097,1.23830457150744,-3.20604500837716,4.14196454779808,16.7161216261998,11.6106585020605,-8.17353119569887,10.6370153268414,-5.13369515850487,10.702583643766,-4.17123509104201,-8.83604232752404,-2.83747703795382,-1.31598941443958,3.63809701709283,1.47858738748013,-10.8309567262497,-11.1557015205024,-5.97563270269462,7.61404910684258,-7.99625057556086,-16.2939807665242,-16.793780128034,1.90006833839628,3.00419887799702,11.0197748626705,14.26424469556,14.0913091958431,-12.6272032299858,-9.30351721993354,0.326586220881014,9.1831932332585,16.7000060152799,-2.59158684282729,-24.9883115835621,-10.3157324863488,-1.19675581178067,-10.9428227822831,-24.8422036405862,20.821106880698,-7.64743257683279,23.0063138231728,-4.9586472136801,16.5691864770936,-21.5235378059428,-8.67268391105552,-6.41547343460385,-24.4006526546205,-0.538374234516297,15.9306647466034,-5.25020877891482,4.44926621861914,-13.5999346227196,-2.5927355876692,-0.560938544061818,0.293760751384708,-9.00602133675621,11.7071379435882,-20.191689466621,-17.9631550625791,10.8522868207107,25.2609029235315,8.78740662139611,1.51149348980545,-8.271699453147,-11.449663011408,-4.10105887094536,-3.44144248397267,25.3236320383193,3.30085519487338,-1.72901419802986,-19.3166945302111,-2.93934011707185,11.4556705138017,-34.6344145552071,5.93943769486811,11.9636689850566,-10.06279603616,-5.93871110896055,-12.4389379987822,5.90284671639736,-0.302329118666324,23.0178403861112,15.3738421338854,3.86955088336933,-5.64326700452776,-7.45313750087661,-10.421859396182,21.4370453424111,-6.99813794813396,0.244646585670562,12.717705783396,-0.645932590999161,11.7367240437565,2.79598640395006,-0.106673283880873,1.50101184969334,1.00479620113235,-9.60244925856121,-10.9637944690609,14.1053208812839,-2.16610671172641,-8.47878373642555,-14.7278477523341,2.60066521101205,-11.2446787011163,-7.649952608213,-15.8843132254379,11.5790650823002,-0.787006749048463,21.7367628650867,20.6801876504761,8.62996567274181,-3.70334542357384,0.901652112927522,-3.68850105983525,-0.239765265379358,-16.5722040620176,-4.79798692579883,1.57983995828035,22.0086720020393,-8.32937702127157,-11.4206056226836,-9.03005921656454,4.45598538449758,-1.51057576209246,6.42702246899562,-21.1031245883544,4.12585843013478,2.93178237882933,-13.5908574269999,-11.103104375586,-0.208583189885589,20.7928430976644,-20.6080121959324,12.9874281390946,15.403964820377,4.0300932869039,-20.1967477870688,-11.5665416418821,8.69223966145224,-12.429795634311,11.4574382359281,2.33311481842239,-24.7693725135644,-15.5732034570237,-12.4414899078344,-5.11720247157101,-7.06822882614487,-9.98750777226826,-6.07848970192501,1.13471227321749,5.19341790078921,-21.0839148601007,-20.4843312103399,-1.42893551932451,-14.1614305595523,-14.9176175717549,0.561583219132125,1.11071088788807,30.6799242030599,9.55181060523654,25.4598290597221,13.3733619206187,16.2382959073374,29.4004880441214,-21.6411508032685,-3.56982527206179,-5.67531235258906,5.79854520108583,0.951398436747608,6.69783743220235,22.0276019950746,-19.2105884020654,-38.7059370872913,23.1115033008642,21.572651702397,-16.9610978491677,10.3083855322758,-2.94332117493951,-3.69853725658649,5.74630010982855,0.918757064427922,-0.899259210036441,-26.9923303763801,1.91771596280408,-2.79942899699038,-8.36753487535632,10.7830372233079,-32.7861743580938,25.4481428964709,3.03998949188856,8.99547710909415,17.8893842004209,0.383377030531557,13.6982080844999,8.49198731724168,10.1203308905787,9.67676955145878,7.95044402364446,-3.40414420718689,11.5400855852626,7.32787197595017,-3.21219655242839,-3.9791979568192,-16.5939380790515,10.2577267363702,17.3765981917892,11.5012054195405,0.388858619764159,5.19584040597693,-6.20789292798041,-23.6030170000576,9.88882249457576,8.91064082446414,-7.0107818608322,12.8463957401354,-10.0808247503732,0.110104524019441,-14.2402344027542,-18.5399355671153,23.631051080437,21.5121237847452,6.45934824721,-7.51968460526287,12.4829488166578,-15.155162727251,-1.05929243620074,-9.0102814187233,-0.43605295995836,-0.810576784465158,-15.3861370253673,16.254291371236,-20.9904699808192,-2.79217117154739,2.2696916598781,-10.3938650468552,-12.966393522285,17.285829314774,-21.5254433334241,17.0537159738523,23.1477885041988,9.57841441794562,14.0477653406929,-0.0344306308510236,-1.46954616235483,5.07470301455423,-6.51949763796788,2.53148545716799,1.35267011998189,-2.12139076012786,-10.6005897012195,10.436334730497,-1.86328648230506,8.18187292980815,-8.01397368992174,2.96605084575142,13.4576048832678,6.86996175653224,-15.5818989194087,8.9359996896897,-10.6172552177619,-5.8789838625142,12.9289780627564,-1.90865305163726,12.3059354048285,-14.9527375784218,-25.012983163061,6.99573657680736,2.7060250524519,6.85996055680919,-4.47564806896881,-9.45077054777743,3.80035671095918,12.9985993712731,9.53674962269961,-11.8078082871829,11.4116931395623,-10.2576824956526,-1.49426529329261,17.9892536303038,-2.69108312097233,-17.6419032833786,-4.85289074584612,11.6115289474157,-5.42678970483359,-23.2487267231092,-13.965287842417,3.48131998638232,23.7450760703836,-32.6955106826006,10.1284182791897,-4.63292110489587,-10.6093655819258,1.76360248417241,-0.695431055656971,29.1105181361486,28.0294836486865,17.6747805604772,-1.74307007160638,-9.48903080049638,20.4645123685725,11.9811919006426,-17.6723453936283,18.6667941620839,18.3140471660377,10.8905805524354,6.43770721115205,-15.0135351391334,15.9463205912498,-15.296133054185,5.88222839100763,-3.75730092483012,6.62174548083869,-3.49182947003452,5.12297494946928,-12.2367168897558,3.86331716104161,-12.8548687235177,-9.97493471139238,-11.4278042088245,20.0401392757118,-9.08967822382348,0.285165482999651,14.008989473286,10.2722606757737,-7.4865410917613,-1.7914841601211,-14.5566536498592,2.85790929918165,-5.30146312351009,27.2725259298659,5.76974047751063,6.96332698433063,2.68961726776512,17.9425567890526,0.30181118765558,-4.93116460288366,12.8036765873037,-16.7583443578344,19.1697836262092,4.54027649400174,-11.1445213814543,-9.14133578141606,-14.9954941251542,6.1007156702213,-2.44518012918344,-12.4448700009135,-4.36471692619545,-6.50062739125741,13.2113289569104,-9.00637551809794,-18.3920387278191,5.00678851224458,18.0068768938933,-2.79588783743637,6.33097181370561,14.3573514145859,-20.2096039974308,-6.98617130579045,36.0209662293966,15.1699532181432,-15.3093096638619,-2.77297691585168,18.23054707319,-5.14437296695174,20.0227594919181,-19.5933596074952,4.5996876133667,-29.4613382577864,-10.6809065607752,3.33800058232491,1.3660639597387,-9.28824612688486,13.2657057482961,2.77040822152035,6.50044212476691,29.1215899582273,8.11114880008878,-14.5778998757585,29.5570522200164,-10.5754776838153,19.9188397732187,-5.49400260178635,13.6399979982556,-18.1135736354194,7.28147741562165,-3.70403789879802,-1.56692653500351,5.50821091183229,-1.88959453808759,-9.09267585818648,11.7015652125001,-0.42796282523169,12.0961029419704,6.40675486642395,6.12361321355748,-3.90648368294703,15.2635178628957,-12.080227362861,20.6490207275985,18.0154306599743,3.10224144923918,-10.1194391680524,31.6395893272531,-16.7790459921501,-22.3118114307715,1.39846928067998,6.53060164610923,17.0513550322896,-17.0074802236811,36.8089157255521,2.45800349023232,24.1998244974368,5.19881156280022,-14.2364361668456,7.94652253820201,-3.32595440749388,-0.618954170351797,13.7228537101755,8.38208543076346,-19.6011466536169,-11.008429495277,3.94986526160285,-1.25472823362139,-10.8581377542097,2.4308733806829,16.8341619093148,3.63524614046108,0.811284848766052,10.2407876628037,-2.41183919209448,-6.53831430813617,19.0344216260806,8.51922510491487,-6.67941372254705,21.8583516991591,-2.26407431488535,-0.224121147079292,1.64129848004016,-5.45806924434063,-10.9442077801235,0.894214472624423,10.2940334823665,0.525772651097326,-26.2078060868748,19.3832728658803,-3.59963526636928,2.59466008773831,29.1314574381534,18.2664200069253,-4.92435424477713,-4.54937204105164,0.600164154724162,8.40094163948773,-15.5787805510109,13.5738973252427,22.0507447355992,-6.72882628946007,-2.6129391612456,2.86399979255907,-10.5562978736233,-12.652527748419,19.6917895513573,18.160318087778,30.9429238523032,-17.5184692003678,-20.0337318599372,-12.1600180777286,-1.61726099124697,8.41107837285168,-10.482466186682,12.7009038977553,3.48247760144261,-20.5529750459317,6.23688585914337,-4.95277561699629,-14.7146731924648,4.55913120637546,-23.4709196285517,-12.5447898894273,17.812196739885,8.1972791248345,11.7450650262869,-14.2881015438728,-14.9319045267191,-2.15692396072686,11.4629054467562,20.3900465733027,12.0043854737602,-15.9099008454768,-21.5630796185386,5.40593687368636,3.5272111983201,2.92801439266614,-16.878835260604,7.84201683122897,-10.1762178670127,-16.5372004549039,1.39768832158925,-11.1505210555583,5.14653758550194,9.00366533013357,-6.144024016688,0.612054448628565,27.4642809955366,4.25802514241385,-4.39354285233383,1.24901119392532,6.09976785594548,-6.57453408740956,6.9591476878546,2.22581519343112,-9.1186491297087,6.13789173752222,-5.74407489229979,4.25098275708533,-2.85862997650615,-1.31248502774282,8.38563528033694,-19.5161144814378,11.3512306284029,0.542431061614822,-14.6079654506867,5.15736170601162,9.73681830046758,8.6597063763023,21.4023770598296,19.6110596353302,-10.6266721332746,-5.4062434019758,-26.9856106443352,28.9971584477661,7.59702632594763,-7.4163979230874,24.8393218285795,-21.8948815229847,-5.52636720118363,-22.1485166301365,7.1210096902198,-14.793084459282,30.6848192610436,18.8829453349334,-4.47360561547399,-1.12821304080846,-0.412749403488285,1.52293903280456,-0.417606994909603,23.1695467133151,17.8604078898379,-1.00603286725891,-9.16248106839539,16.9607798684076,-3.95722752124444,-12.7433035088848,23.592889379392,-15.4218486241758,7.5896846295159,-0.404289752639462,-10.9295340067189,-15.0134616703542,-6.78563807880963,-14.8603113601173,19.5383479106258,22.8360612328094,-6.69961053559164,-9.93753667625834,8.62503337764785,-3.5562996039401,-19.0541244332063,-2.29687632404841,14.8212234050067,0.380645590980222,20.5355651154415,-2.28573063841435,0.991955788964386,-15.4738371852364,-9.8946967340954,8.08015725909273,3.52969015145531,-9.05186496218087,0.598327010072914,-21.4176472207324,3.41246699230864,20.1609838810431,9.40529593401368,22.2007785476047,7.9302194977445,5.39760796317526,12.3777469857984,14.7541723671185,15.9937664835632,-4.26321274241345,-12.2674257221144,9.71283075657451,8.91630080338354,-24.7635577568351,30.6056353258778,6.05099486301592,-1.92620616056095,-7.07538104024492,12.1087884589854,5.67704669393232,12.845980925979,-13.9612181869262,4.47129824062368,-8.19502584364355,-4.78770268046805,8.93326652527971,4.11052282521917,13.6900036441455,3.98073071476951,3.8036426439777,8.57663566546439,20.5965772223163,9.93740435189214,13.1883007013518,-14.9972259486494,-9.85944665621143,-11.511103113009,-17.7416750591957,-18.3162287716421,-4.09294857512186,17.0110524133707,-12.2900889977835,5.81613184958962,-18.7503155256436,19.3939494651086,14.3283412325435,-7.31724090412625,12.9976540793857,14.3194598863393,-5.09667123967084,13.6003489956375,-14.6313707775192,6.75421464341243,-3.97055346509975,-8.61195910260408,-22.3679475632314,-21.7460824278737,4.46506134564684,0.686505673594705,11.074159598656,-16.3426873224777,-1.12879068024002,5.91322111354332,-17.1538117600239,27.6929051907053,17.6560509412037,-6.67079989748197],"y":[-2.98591325606234,-5.44757482210413,0.26968032824271,1.08302006886505,4.78916998024017,2.94334147520604,1.13579870090017,0.271745803909531,-0.0897256626945133,5.59607121009218,-3.20395198298507,-1.53101204414081,3.54381558756431,-0.11400494258348,-2.49458269728931,1.00778968626843,1.36921562313346,-7.41035614619668,1.14739087436278,0.107914766696779,1.69203599655843,0.638892340091327,-0.794217307407991,0.670323520132837,0.685758720607251,4.86240428809228,-0.709436561623993,4.56546520158285,1.54283777108671,1.26801138748072,0.243215181636542,-2.96768222754868,5.34913165645053,5.77258728048491,-4.60577636055204,-2.55958005663686,-2.6723467975806,-3.83213718000833,-1.77485954402006,5.10732923214111,-4.96080655130488,0.021150056506788,2.06918511470906,1.77706157444979,-1.80762765482448,6.43918021817067,5.58511338330283,0.71522223806493,-0.997561033206684,1.29234704494075,4.88836231603251,-0.525584596528066,-0.513032938049788,1.38646661047904,-1.06866123997814,3.17347536501457,1.75973263352727,7.22722675779918,4.31518314949281,-1.07403896235164,1.3095902727888,0.623231085391183,-7.00893372458869,-1.27207242317583,1.86613812324729,1.80425631403922,2.58269384086131,3.44510945979462,3.20747119330148,-1.55192560641068,-0.532134759352894,-3.54941941001707,-4.02799123440452,0.700815415835123,2.16358870672469,-1.12171039786244,-1.2284607150087,-2.81433132566661,1.65493917041385,2.21962277053884,1.85298947299964,-0.569757341997796,4.63642133213825,-2.65586737666211,-3.31086433179164,-2.60138995814726,5.18077554766806,3.29185869234575,1.81819707606974,-2.24548199080767,0.502093399822326,-4.94484398417108,3.1218526995813,-2.68302345478391,-2.33881210494451,0.919933453681243,2.61510383122916,-2.27798845739411,-1.70029311173977,2.02613387343201,1.92228160938063,1.07864435616901,3.49638559799755,1.93677848051822,0.755504416106658,2.56981754406414,-0.656455533081575,0.830099569616364,0.626980028853685,0.101832917390527,-1.07053225428884,5.01398096927543,1.96136431261233,-3.03354320923933,0.26437848261801,1.43595610964092,-2.60150921126803,0.775109190710864,-6.403409211899,-2.43453561445403,-0.998316970241655,-1.44879554133413,0.682395862403979,-0.399192968793459,-3.1588166165664,0.566606648306506,4.15054734918356,2.73359922755231,0.701075323047079,1.57434866742832,-4.73499526060309,-5.98762056708287,-2.27268212367757,0.91282420211744,3.63389181092805,-1.28008534982531,2.78378636076195,-1.03364463889032,-0.464285420848982,0.419223966466818,-3.49342706536297,-0.704987727940028,1.34473630000351,1.66289410670252,-0.335930956505824,3.55124932300711,-0.16534684266834,-3.08191804075672,5.01262054388582,2.46365506504649,-0.604376116807664,2.30338391358366,-1.62441315248781,-0.519756848476678,0.386082962091123,-0.311001727618806,7.45625709753565,0.599221674938066,-2.67132752847142,-2.94500423474315,-0.711546650787643,0.510999605450736,-1.14023547932982,-0.768844355669425,-0.586972609579489,1.57551288885254,-1.42838482185616,-2.04050745876683,3.9943294560074,-2.75929775076332,-2.56377792630764,-1.32175991999122,-2.21561728639559,3.89150878329048,0.038255095035619,-1.22907152061728,-2.22888682177001,-2.19985808615528,3.99031189981002,2.38923956039708,2.14435078838641,-0.243167710875659,-2.82778570840689,-2.85762104424534,2.15173800996406,6.12583896906504,-4.36686000461632,-0.596765157859711,1.07587982555024,-1.27867260761156,4.82045470530307,0.136323233330511,-1.33824196848683,-0.914222965433897,-3.22896955467598,-3.58723818413806,0.607943070560294,3.90304768964855,-1.08258984158274,-0.269775610129652,-1.64876285530269,-2.79325081839057,3.16266344592009,2.27631767776622,2.21465028294363,-1.52587571200208,2.45666447362828,-0.0194225377692894,-1.71186539633628,-0.873164767677758,-1.85437917214803,-2.59579072127747,2.48897326000941,5.24741415150416,1.931744130979,-1.21256958697634,4.91525060493412,-3.97181672036409,4.27765448862812,-2.33893112143877,2.63758205425036,0.426771436198917,-5.16171348636391,3.98114564182612,-0.274154272882679,0.780037774161196,-1.0430743674875,3.02428857654166,-0.254991093549698,-1.96589092876078,-3.0920294393716,-1.50406698077132,4.027880184029,-0.667309767869126,0.329098479900408,-2.02134989713703,2.19182743342617,-0.899534005148845,1.06853617582746,-0.678035613195091,-4.87269723041261,-2.99930230331537,-2.73379626273535,-2.5520344753873,3.80815628018552,-0.723828801124608,-8.57451361981948,-0.548357511810902,-0.291649131469522,6.39219959582621,-1.58536965555125,5.16574389854277,2.45244568579475,-1.25939406897158,2.49674962293278,2.50176480078798,3.67897254619631,-0.571551048568109,3.41685069046993,1.39824888226195,1.2175884706526,-0.0419425669207708,6.82971176477789,0.924198624059156,-0.716526123240989,3.90612270239294,3.24137745380215,1.74855820489215,-0.241258659967806,2.19012849379592,1.0313863879564,-4.57674132504853,-0.289165862216061,3.86376386349054,-1.11823608572425,-4.57118985776305,-2.54497447041955,1.04398418469234,-0.781511460924974,-1.3333123012168,-3.15763860364241,-0.44434346232495,3.8142550358917,-5.0121914653192,4.68178478460571,2.09908257267831,-1.84276865269571,3.57254812996723,5.89958660982113,4.33378984123221,-0.479144044541393,0.466401585346918,-2.54192842826129,-0.0740478403639208,-5.73662262409222,-5.48768663951114,2.18669804160638,-2.12144534928465,3.72645542384345,1.96115234688065,-3.10639135312007,4.70251358640996,-0.113397898303072,-2.32914174417593,2.73614117403597,-1.40815016942225,-2.57422720794295,8.17398596334282,-4.4363463459935,2.21669947191805,3.59192315517567,3.2231398181549,0.889282751191932,-0.44455958673573,-2.58843033610907,0.373677834030845,-2.28103183745108,1.85008841042132,-0.105462348963611,-2.83782643705628,-1.86412846697894,4.41544421161239,-0.546915564586644,-2.01929200237201,-3.36517608757419,0.971930192483712,0.525627534387472,3.27926120067635,-0.5804203775066,0.673624562017323,0.00632348113293477,5.8077092693202,0.835699018336637,0.371989515097079,-1.46585276345451,0.299443161565604,-0.713526606615327,-2.14760239236657,0.843451241560593,-3.84339057381349,2.42914223350619,2.45667517331738,1.00820314581264,0.799390151726633,-0.92803926612729,0.71154743409609,0.608459603736263,-3.64962875559041,5.03054445989364,7.21007340932493,0.252267329886763,-1.34098935299553,0.505054718292654,1.82392369695281,-4.52233440893455,2.16710228919007,5.39019031167597,-0.903772640206045,1.25066513940024,1.63067535658877,3.25491719700548,-1.09006963596587,4.05845689688733,1.50164006894847,0.925195147376379,0.904879095638009,5.14739690583994,0.753942277607055,1.26017160747246,3.12699977424985,0.58791063022836,2.29091406146805,5.23478357957975,2.3793527215392,-7.39328974039906,4.49122444831105,-1.77423773327329,5.65554038994301,-1.32418312263435,2.54478935740547,1.53200149143596,-3.59617385877122,-2.55630347280993,3.67423823140533,1.91103352955771,-1.01678391952084,3.10920155342367,3.48237866187962,5.54470527164744,6.95536599585678,2.10288705015843,1.11633440821948,2.70185187315952,1.12187235957183,3.89335802017323,2.13062619099051,0.25533402476312,-2.48654661281156,-1.71902731749603,-2.87473012214535,-4.74421743860495,-2.9063428332799,-0.740085999683844,2.57590878585526,-0.764835115991144,-3.55678219416177,6.10250693100803,3.66123415632364,0.634717964592659,0.210500209706561,0.0699037339569436,-4.34598086386759,2.5272061515802,-2.89617415007333,-0.769193526408547,0.280015330868803,1.39128884544372,3.49543788214754,3.55313545046674,1.96404292780157,-5.98061977761901,3.10739308049147,1.06576267472213,-6.07959083567183,2.08559077398915,1.85797388665697,-5.5611193806794,-3.95095274592229,-2.26402196447287,3.11863122199755,-2.38051507359099,-2.45640365321873,2.19562339858948,-3.36061644830943,-0.542516325323587,4.43537330330685,4.87473449142527,-3.57941108864196,-0.819434698456593,-0.540554436235111,-1.02779132730244,-1.40117501227072,-0.471078812009608,1.28856014799375,-3.61347364027189,-0.848787057234906,-3.96260905863894,-2.64939796233622,7.25294277596917,-1.03652331980277,-4.61859980247788,-2.97305271594193,2.45270402335352,-1.96564506061775,-3.93600217730483,-0.900203198796144,0.615975219178099,-2.1321007088305,-0.646363949748215,-0.407513322989398,0.214915169408704,-1.79786224336317,1.41086183733996,-2.35980423232703,-6.9222181107256,3.26466663746671,2.01304557892121,3.67598062130926,-1.64134625914047,-5.33163791715383,-1.68541859877894,-0.482796746663694,-2.18297139936406,-0.918931997838899,5.02908063724026,-5.92053454720985,0.209297253961454,-0.0444129159702042,-0.724877673024522,-4.62749949690742,-3.36829908913497,1.36015810420655,1.49034613631363,0.183140535679965,-3.39284434267675,-3.78964553090724,-1.42875085833121,-2.04645842095463,-4.46382253079554,-1.7686732403934,-8.03869291404137,-0.53267723351048,3.01696994572996,1.65013724038305,-3.70786774847914,2.49099288241506,-2.56079169331621,2.52398054768297,2.78908515810902,2.87482550775773,1.30411339993699,-4.3230412063063,-2.94203943959456,5.70460261315367,-1.73252132355348,5.82542199978853,1.76379989865446,-4.26671147888863,0.139406588487486,0.054621521644629,3.19627920633507,2.05511902774857,0.556263390946766,4.41572364731382,-1.43618095737974,-2.84322188884247,0.7218322487486,-6.48514045236804,1.40548463655246,-4.46256740077649,2.59788915370709,-2.31338870847246,-3.91023673530118,0.836014028256028,1.25180914459048,3.47999685908776,3.31075131465985,-2.76182910484037,2.72097354678311,-1.30697014572034,-1.03052870766704,3.37273955831507,1.65462604947716,0.53201701912055,-5.34748398754422,-2.90562624902417,3.78580527673148,-1.80416569740069,7.05180425741174,2.69258128060215,2.33560509084569,-1.30591833636304,3.83702860717935,-3.78179852166845,1.1597346729486,-1.29178208239637,1.4526580221636,-0.75715032581633,2.79662719663644,7.31451855401581,0.42990167333386,-1.59099464085551,5.06439538278123,-0.475635111929518,-5.24965495296332,-3.59757712356833,2.75515700938332,0.216983387324216,-0.688983297620817,-1.3649309653076,3.98645246712761,-0.586918580498435,1.38939847187812,-4.0241797162822,2.53686252633555,-3.86174200020328,-1.63407588811932,-0.0672273902653628,1.68044760067345,0.741019264565779,-3.38523021964124,5.03808483712881,-4.06964011011119,0.798977638566182,0.167429930771968,0.609584100553394,-0.302392586972176,-0.77754718531253,0.0972910983572293,-2.76024670168682,-1.41941574798412,9.98287069219033,-4.14864137060265,-3.04508635145601,5.27967850375388,1.04554448508492,0.106166566566354,2.8757762457066,2.98897102805434,0.995215538036395,-3.83998033746377,0.370557230775018,-0.564405710870204,-1.45518464694878,-1.71118108146307,2.13609207205369,4.31547960157376,1.65040924426946,-2.75966001727541,0.745156961701652,2.01373445615111,0.270824984679257,-0.981860799552138,0.537440617779902,-4.9491768619983,1.60383626501302,-3.09316077022737,2.7296259456075,-4.33081244918506,-2.14209779306293,1.2138136834697,-2.1433033992822,0.92247967693272,1.34090701474181,5.69205241743347,3.69419241133276,2.45679103875451,1.45850557846661,1.18911304508645,2.02436405515219,-4.49395583019574,1.15143889692833,-2.88426359961305,0.805303195450955,1.33242235459747,-4.73243721165322,3.44779836646678,-0.196754006692017,1.96309188111886,-3.00452445376956,4.05361540089286,1.63150675834937,0.133730832608242,-2.8006150022492,3.00579824301241,1.38279974459782,-1.34856149869436,6.26545538003865,-0.375316427861944,-0.822560491752918,-3.30631118166328,-0.0601049738173313,-0.0681169311153378,6.97023694068968,5.51070375323008,3.53787916212614,-0.0359212908472987,-4.57425222101459,4.17422533849491,4.9915001759349,-0.451771582082366,2.8517041371615,-1.32634517568607,-4.68215005724616,1.64765408956667,-3.53348538128507,-0.931526753700277,-1.7096248247006,-1.31810698790408,-1.04276118132074,5.50015760595768,0.879305351139503,-0.577991445503006,-1.44531446712203,1.48254949832448,-0.865460489049075,-3.67182014384389,-0.572497752823273,0.147085851080966,-1.56054767877843,-0.172221039820949,-3.66130786417124,-8.63570000288101,-0.291670865481287,2.93147055008351,-1.05694541585744,-3.96742222224155,0.965460961323351,-1.95058256372447,-1.32543023194271,2.66188026031031,1.53026246617348,-0.43413663706517,-1.98944719067651,2.79551604445179,2.49169983829877,0.901629966989073,-1.53682965213242,5.02469105603862,11.722365694376,-5.79027094609313,-2.6133711948881,-1.23726845664594,0.657333462519458,3.34542564597426,1.81355869643234,0.117477968074789,0.706751439938623,2.95727456725681,6.3571703914232,4.16242854548745,3.4627644689851,2.09102294576386,0.195964210750432,-0.35493878627954,-3.346754641628,-2.02687816809473,-0.111009329227797,-0.920878526061579,-2.95810132642368,9.89944631286475,-4.53709490117976,-1.20064557901803,1.31787648340843,-2.46169576635082,-2.01299568938089,-1.72013490350301,4.15154688402949,2.53075986197326,2.49281454119288,2.25306236184648,0.108174982701077,1.8450419279386,4.6148012320514,-1.0430182945064,-1.34382750796104,2.74049322272465,-0.254323808742791,4.36407845834205,1.77674433400016,-0.369500427433039,-0.792202938644826,-3.44184625512974,3.28698858788982,-1.59703659291205,2.15191024566559,-2.24203884510175,-0.761913860646412,-1.92152953822709,-1.74476562064245,4.17386364411958,-0.9518430249344,-1.22618031085146,3.59039474824584,0.218096477134985,-4.79700813648547,-1.12295969166349,1.33020742521432,5.29987963203237,2.34227441152027,0.977071186295602,-1.1273077136771,3.63339829081854,-4.48643029782304,-3.18580092468214,-0.297006971551469,1.92413007112523,-6.90971264409368,-2.87184778143727,-0.762332648595841,-3.87869882609493,0.415114677462937,-2.97600171433568,2.45418276129706,-0.244653937194163,-4.78825923741951,-1.78320300887753,4.23337983139598,-0.531107329857551,-5.11923759084154,-0.434043715522118,-3.2482768023167,-0.78890730972918,-1.41843267700277,-0.204416007282998,0.517801496754715,-2.6707904079322,2.49081800304489,-5.63003497976533,-1.6712647422699,0.707177787199149,-0.630509410211342,-2.10514294514632,0.572825275332992,-2.65365252743314,2.72974144637403,0.268136887373557,1.35655472571499,1.07279138846483,-0.635210123158073,1.73287583125189,0.814990599206153,-5.3155411606134,1.51647586958856,-3.63618146198434,4.53041112533124,-1.59489578362366,3.21779232429028,2.48300696150103,-0.523555191860239,1.1362720476173,-7.92762042995672,2.42071029845805,1.70598275432372,-3.4283473834352,1.80459020154858,2.33802014896224,-2.74605893905314,1.31394441649336,5.05667154186558,0.563114261950021,-5.47344809235427,1.24169211547043,7.44348168790191,-4.95503160897306,-1.13733480905484,4.9810195854317,0.529514819919519,1.10429565949499,-3.66276055382635,5.80018804284743,-5.21660179431732,5.94360480767107,0.391364661185528,1.16466373499635,-2.89094704941416,-0.619280089108211,0.00422441604703949,-2.16991426854489,-3.43105388223709,1.67404027703061,4.27600937525664,6.27253104003183,-4.26393429100903,-5.35049384516492,-0.54826704337382,-0.391269367927273,2.13406126123234,4.59402529081223,0.330504141034501,1.6461637132581,-4.01850765467833,-1.61744422338511,0.567250432027128,1.95109891073272,-3.25304577054063,-7.47688657655082,4.53622563448357,-0.366839440621847,2.78105155345527,1.04963337875406,-2.90648033527125,0.0917499266151595,2.13382774759573,1.5690916012239,1.67075135888131,2.1138820533612,1.75625326690113,2.04837583621124,3.07814217764176,3.2348499980265,-5.2776979079622,0.443289799430249,-0.084061876125643,-1.80668499699355,0.73235601669125,1.33047451761637,-3.85203343069343,-0.435373657612509,-1.56541157110242,-3.44932995816909,-3.07481432682465,-4.06077429489411,4.68422189458244,-0.142509552030142,-0.341483766905446,-2.37023170014135,2.3341343234576,-0.716627137457533,7.20040474519473,-0.652364003651995,3.52380523374493,-0.902162758753823,1.60826042210234,4.94373217805793,1.56029657098065,-2.28201374445314,0.366619327630257,-2.88346739389835,1.94936683510983,-5.88819184947801,-1.80521285978917,1.17321179997733,-0.257224999768297,2.35493089028984,3.06920890557144,-2.62881374893943,-5.58264159073938,-3.42201594888764,2.95680858318553,5.98556892623723,1.79762021863018,-4.1244645368752,2.67589654238477,4.32821861339305,-2.33316827154724,-4.63234044838385,3.51476285543883,-0.747637699605196,-4.89064761566952,-0.784469858042048,6.02954856657595,2.99528272584887,-1.77310517817637,-6.91370893670573,-1.22888094677251,2.12992553479071,-0.978889640491351,0.598181787013809,-3.62344943338406,-1.39098099132231,-1.86964898983588,-1.64273606753098,-2.95204096857862,1.58778478965755,2.33330946186911,-3.3045006079871,-1.41549874248791,-0.57952279351934,-4.00604532798477,-1.35683978300251,-2.54618464165362,-2.83913060425261,-0.913179766664981,-1.11971144509292,-3.77824163869355,-0.442501357894581,-1.04602342465454,-0.457812826128967,1.55687476894108,0.175674243437172,0.748995768706169,2.87391366698264,-2.14624402167611,2.8678288489971,-0.264996814967305,-4.5844506985295,-0.962088894993985,-1.65061747936924,2.15514072078505,1.67869365093927,5.82131981037276,-2.65161427718297,4.45898373605863,-1.30631851141795,0.756294402043906,-1.52335463341037,-1.75083826910332,-2.47604362490613,1.13816544094144,0.679100835877415,4.6020615247784,1.85561468752087,-4.44036858668486,-0.660880856050891,5.41058300823054,0.231701285690296,2.27980692168803,-2.57325795923455,-3.40603429795571,1.87792390230006,-3.66438009474345,1.11746018431658,0.101445654272529,0.352215267603808,1.54965239016339,3.67936717516434,-0.192081889868877,-0.788598901618748,-7.37302812920665,-0.200343235808603,-0.0209062895923875,2.90285925326904,-2.02079611612526,1.31577583787499,-5.04005841944694,0.629244102595689,-4.02407505967348,2.85965678975148,5.60984619311012,0.256394638916554,0.185889662413438,-3.56695993304844,3.14056847846465,-5.73359997715352,-3.03473431113655,-0.933228595187221,2.29215997952738,2.22748993962,-1.40229034785259],"alpha":1,"sizes":[10,100],"type":"histogram2d"}},"layout":{"width":300,"height":300,"margin":{"b":40,"l":60,"t":25,"r":10},"xaxis":{"domain":[0,1]},"yaxis":{"domain":[0,1]},"hovermode":"closest","showlegend":false,"legend":{"y":0.5,"yanchor":"top"}},"source":"A","config":{"modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"data":[{"colorbar":{"title":"","ticklen":2,"len":0.5,"y":1,"lenmode":"fraction","yanchor":"top"},"colorscale":[["0","rgba(68,1,84,1)"],["0.0416666666666667","rgba(70,19,97,1)"],["0.0833333333333333","rgba(72,32,111,1)"],["0.125","rgba(71,45,122,1)"],["0.166666666666667","rgba(68,58,128,1)"],["0.208333333333333","rgba(64,70,135,1)"],["0.25","rgba(60,82,138,1)"],["0.291666666666667","rgba(56,93,140,1)"],["0.333333333333333","rgba(49,104,142,1)"],["0.375","rgba(46,114,142,1)"],["0.416666666666667","rgba(42,123,142,1)"],["0.458333333333333","rgba(38,133,141,1)"],["0.5","rgba(37,144,140,1)"],["0.541666666666667","rgba(33,154,138,1)"],["0.583333333333333","rgba(39,164,133,1)"],["0.625","rgba(47,174,127,1)"],["0.666666666666667","rgba(53,183,121,1)"],["0.708333333333333","rgba(79,191,110,1)"],["0.75","rgba(98,199,98,1)"],["0.791666666666667","rgba(119,207,85,1)"],["0.833333333333333","rgba(147,214,70,1)"],["0.875","rgba(172,220,52,1)"],["0.916666666666667","rgba(199,225,42,1)"],["0.958333333333333","rgba(226,228,40,1)"],["1","rgba(253,231,37,1)"]],"showscale":true,"x":[-0.534641574564034,-12.8846406905735,-18.5450803657602,-0.752205350642058,-11.6784839776873,-4.33936572776104,15.3769785027695,8.2641165216381,4.19423406446778,7.50762494609757,-12.4186182828518,-17.9848202301901,-18.2110505353402,-3.08513016561271,20.0671618175643,7.40479529588742,-8.2243699559699,-15.4080584943657,-8.63459192493386,-13.0474980231364,9.41965698006192,3.41885271749372,-23.3346077084075,-16.0096788751491,-26.4805578666622,-0.172886058890366,-2.88679619133942,-22.8840490331786,10.1945566660468,-2.13124391096225,-12.972747083063,-7.77525586051927,5.73080209030663,-10.1478472520547,-11.9886963306795,-8.56410066172394,3.57586480321505,-2.27869242988735,7.71325326917079,-50.5631822148616,-4.92236096791781,19.0549111957451,4.51538317775146,12.1427823153538,16.7737804527282,8.01507971461505,-0.96577459878939,7.00403125606908,-11.8463885631941,-6.21966662784904,11.5312207985229,-3.67203140414309,1.03739834528821,11.0361608836451,10.1936781121536,7.63615581515157,-0.598741241889216,5.02698854340849,8.7106744705032,6.73961999691888,-8.55955576829772,1.41954266495869,11.1611097801067,-13.9760180266348,-2.05252908984597,1.09753691435947,-23.3593148308413,-1.52191495779698,-26.2537612595623,16.4675095586779,1.19673943440479,-13.7179413600439,22.56223640112,9.76748893660248,2.26495075204438,1.93423219098416,-11.8183682647164,19.2486399562795,-5.28975803980636,-3.59787926397752,11.1180073311203,-6.85159707997177,-8.95870218802467,21.4488582034066,-4.65111581413094,-8.24534923688363,5.11279200695645,-6.97288748982288,27.2928812296744,-2.39318115396773,-0.936384909802194,-6.48958189424199,-4.05001815237015,18.920333089373,14.3330284554815,-2.6564307005004,32.9904270158101,-14.670184906802,3.61407688571525,27.9718387617636,-2.53988222936777,5.27217062309118,-9.51686860482016,9.41453701841224,-12.5409905640767,-11.9414565145714,-14.4559255051726,-6.75143181996772,-11.8660589573236,-17.9618400208627,1.57149270304019,13.5563417047547,10.592978613598,-1.41091430625705,-0.0584205131302202,5.55520257796065,-11.9555442537616,3.78341135092917,-8.5635507129886,-8.2829491083435,1.84677229343579,12.6581370451593,6.94858801092257,-0.0983546487445207,15.9483374768597,15.2898182609027,-7.34079446003208,23.1053380240572,3.79405580152584,10.0271647808911,-4.49410049583837,-15.996339378028,-33.9812735553645,16.6029371249557,32.1509690073715,15.534496302993,12.2870196795349,17.8822423320204,13.2580157358753,0.278496502790971,-19.3405869545088,12.569291344374,6.56442790587542,5.95842872818034,1.0832474271935,-3.54204026359006,10.9513614381297,3.71858284454129,5.67195332027432,5.45055563449168,1.32642092100463,4.44519715652583,3.75075049281259,1.2259190599143,17.4000244657576,-16.0444439908484,6.26457060246926,1.08357498828053,3.28682938105914,11.5392819279428,-2.04935369072816,-15.814609630247,-27.8114871992368,-18.6927517538414,-14.6129936996233,-26.4373474589239,-14.1864745896175,5.84312255479072,13.5967621707194,-24.5740251615981,-2.56604733187701,-7.68289362748729,-17.8239441120021,17.0317412355257,10.1947109202247,15.7920886843997,0.0910275363530156,-6.63564920379072,6.7963972939443,7.37080462177749,29.062440126738,5.87480970143066,-1.52647241409284,4.4171554807613,-4.7192263924903,14.0669277124152,4.48388226894218,-12.8941488926658,21.8418373286272,13.3200695574203,16.5758939183158,16.0972395581801,-2.29050016640091,8.20619871933766,-17.9698842414369,-5.9603187889382,-20.787316687097,-2.24241910552978,3.27736566104454,12.0328798917385,-3.09618610273021,2.95830643811728,8.55901596308209,24.9904531779739,3.35717288742099,2.55457177944916,9.05896412950326,-6.40226671889904,-15.4241051245594,3.49969048005555,-19.1943772951506,-3.09258670541644,-2.33863163077091,9.83539911573516,-2.39503730863563,-17.1688156903216,-16.3741982610571,16.5831166899208,-15.3303121311327,13.6649296041174,10.5224562777796,18.8093740449034,-4.17598084698131,-12.9434772973937,-13.5778215308465,2.04044254278361,-2.20323287124645,-0.40158825694632,-6.82425836530668,-36.548791361971,10.2917224415479,12.5306733154106,4.10708473871524,-10.9669006389865,-9.75299717542241,-16.2994570281929,-11.7907996191992,2.60983905491098,2.94568630883389,19.0246328172768,7.32947739608773,-20.2497013111432,8.69532888930894,-1.8168590768726,9.5336963236498,-1.07363904829958,12.7797077218652,2.23004695099238,26.3374892866466,5.87894358975163,-0.229501651989894,1.03418325050525,0.0301638964358558,-4.10895245570631,7.75720385913481,-7.57296552708689,-6.41806602114391,-14.2549571600334,2.1971661933055,17.3090734973894,-8.88765339722342,17.2649202745915,21.3629782860937,-20.3856350727791,13.1611776102394,-2.37978041666769,3.93320004958021,-0.842538526042533,-12.2736165169097,-4.44845578424405,-3.75075145054194,29.9512542041753,10.4315250779557,-11.5559234554075,1.14628533416098,-16.032361991786,-16.5673050427725,-1.78590098564145,9.34688215549625,18.577886248919,7.01085840615135,-2.94035031969816,8.57909352306879,24.2108786214247,10.8842566606366,8.3486253589567,-9.39546344612961,0.537079983955235,-7.49534674901561,19.4123596652534,21.122307037225,-13.3388830739749,-2.72769118550206,1.45373482713569,-13.1841212909027,26.450867738726,-1.30131676210717,-10.8035565357335,-7.19905865963247,-9.14662811356554,6.3214304494457,19.0682576396099,1.77607116356785,2.66904660240724,-22.7672060685419,-4.11790637252098,-19.5991388821913,-16.8321860390864,3.78926544374617,3.96838193016012,8.31848813537016,4.33288127782056,14.9164517241566,-2.59298086798456,-7.33165158017124,-13.122396533398,-9.55147725307803,12.8087507963196,-12.4433523702312,-20.1838973489976,-0.308269223046238,-1.03415559447297,14.1799441565816,-10.2957860689134,-4.66414509518005,7.72692935785691,14.4940496095774,-21.9684770162054,2.75401778729027,7.53203132749294,0.348324427791396,1.53612776009265,16.8624152747832,-5.73176698693278,-14.3239804416206,23.4008471700289,20.6132854413843,-12.9983137481272,-2.76116458599939,0.331422123886262,-6.78466119684637,-6.04848249347767,3.44821083955558,9.9629972540898,-2.55702784385559,-16.3798338990656,6.04465118977386,4.38299657501373,4.2557079324672,-16.7312690072396,11.4941156706097,1.23830457150744,-3.20604500837716,4.14196454779808,16.7161216261998,11.6106585020605,-8.17353119569887,10.6370153268414,-5.13369515850487,10.702583643766,-4.17123509104201,-8.83604232752404,-2.83747703795382,-1.31598941443958,3.63809701709283,1.47858738748013,-10.8309567262497,-11.1557015205024,-5.97563270269462,7.61404910684258,-7.99625057556086,-16.2939807665242,-16.793780128034,1.90006833839628,3.00419887799702,11.0197748626705,14.26424469556,14.0913091958431,-12.6272032299858,-9.30351721993354,0.326586220881014,9.1831932332585,16.7000060152799,-2.59158684282729,-24.9883115835621,-10.3157324863488,-1.19675581178067,-10.9428227822831,-24.8422036405862,20.821106880698,-7.64743257683279,23.0063138231728,-4.9586472136801,16.5691864770936,-21.5235378059428,-8.67268391105552,-6.41547343460385,-24.4006526546205,-0.538374234516297,15.9306647466034,-5.25020877891482,4.44926621861914,-13.5999346227196,-2.5927355876692,-0.560938544061818,0.293760751384708,-9.00602133675621,11.7071379435882,-20.191689466621,-17.9631550625791,10.8522868207107,25.2609029235315,8.78740662139611,1.51149348980545,-8.271699453147,-11.449663011408,-4.10105887094536,-3.44144248397267,25.3236320383193,3.30085519487338,-1.72901419802986,-19.3166945302111,-2.93934011707185,11.4556705138017,-34.6344145552071,5.93943769486811,11.9636689850566,-10.06279603616,-5.93871110896055,-12.4389379987822,5.90284671639736,-0.302329118666324,23.0178403861112,15.3738421338854,3.86955088336933,-5.64326700452776,-7.45313750087661,-10.421859396182,21.4370453424111,-6.99813794813396,0.244646585670562,12.717705783396,-0.645932590999161,11.7367240437565,2.79598640395006,-0.106673283880873,1.50101184969334,1.00479620113235,-9.60244925856121,-10.9637944690609,14.1053208812839,-2.16610671172641,-8.47878373642555,-14.7278477523341,2.60066521101205,-11.2446787011163,-7.649952608213,-15.8843132254379,11.5790650823002,-0.787006749048463,21.7367628650867,20.6801876504761,8.62996567274181,-3.70334542357384,0.901652112927522,-3.68850105983525,-0.239765265379358,-16.5722040620176,-4.79798692579883,1.57983995828035,22.0086720020393,-8.32937702127157,-11.4206056226836,-9.03005921656454,4.45598538449758,-1.51057576209246,6.42702246899562,-21.1031245883544,4.12585843013478,2.93178237882933,-13.5908574269999,-11.103104375586,-0.208583189885589,20.7928430976644,-20.6080121959324,12.9874281390946,15.403964820377,4.0300932869039,-20.1967477870688,-11.5665416418821,8.69223966145224,-12.429795634311,11.4574382359281,2.33311481842239,-24.7693725135644,-15.5732034570237,-12.4414899078344,-5.11720247157101,-7.06822882614487,-9.98750777226826,-6.07848970192501,1.13471227321749,5.19341790078921,-21.0839148601007,-20.4843312103399,-1.42893551932451,-14.1614305595523,-14.9176175717549,0.561583219132125,1.11071088788807,30.6799242030599,9.55181060523654,25.4598290597221,13.3733619206187,16.2382959073374,29.4004880441214,-21.6411508032685,-3.56982527206179,-5.67531235258906,5.79854520108583,0.951398436747608,6.69783743220235,22.0276019950746,-19.2105884020654,-38.7059370872913,23.1115033008642,21.572651702397,-16.9610978491677,10.3083855322758,-2.94332117493951,-3.69853725658649,5.74630010982855,0.918757064427922,-0.899259210036441,-26.9923303763801,1.91771596280408,-2.79942899699038,-8.36753487535632,10.7830372233079,-32.7861743580938,25.4481428964709,3.03998949188856,8.99547710909415,17.8893842004209,0.383377030531557,13.6982080844999,8.49198731724168,10.1203308905787,9.67676955145878,7.95044402364446,-3.40414420718689,11.5400855852626,7.32787197595017,-3.21219655242839,-3.9791979568192,-16.5939380790515,10.2577267363702,17.3765981917892,11.5012054195405,0.388858619764159,5.19584040597693,-6.20789292798041,-23.6030170000576,9.88882249457576,8.91064082446414,-7.0107818608322,12.8463957401354,-10.0808247503732,0.110104524019441,-14.2402344027542,-18.5399355671153,23.631051080437,21.5121237847452,6.45934824721,-7.51968460526287,12.4829488166578,-15.155162727251,-1.05929243620074,-9.0102814187233,-0.43605295995836,-0.810576784465158,-15.3861370253673,16.254291371236,-20.9904699808192,-2.79217117154739,2.2696916598781,-10.3938650468552,-12.966393522285,17.285829314774,-21.5254433334241,17.0537159738523,23.1477885041988,9.57841441794562,14.0477653406929,-0.0344306308510236,-1.46954616235483,5.07470301455423,-6.51949763796788,2.53148545716799,1.35267011998189,-2.12139076012786,-10.6005897012195,10.436334730497,-1.86328648230506,8.18187292980815,-8.01397368992174,2.96605084575142,13.4576048832678,6.86996175653224,-15.5818989194087,8.9359996896897,-10.6172552177619,-5.8789838625142,12.9289780627564,-1.90865305163726,12.3059354048285,-14.9527375784218,-25.012983163061,6.99573657680736,2.7060250524519,6.85996055680919,-4.47564806896881,-9.45077054777743,3.80035671095918,12.9985993712731,9.53674962269961,-11.8078082871829,11.4116931395623,-10.2576824956526,-1.49426529329261,17.9892536303038,-2.69108312097233,-17.6419032833786,-4.85289074584612,11.6115289474157,-5.42678970483359,-23.2487267231092,-13.965287842417,3.48131998638232,23.7450760703836,-32.6955106826006,10.1284182791897,-4.63292110489587,-10.6093655819258,1.76360248417241,-0.695431055656971,29.1105181361486,28.0294836486865,17.6747805604772,-1.74307007160638,-9.48903080049638,20.4645123685725,11.9811919006426,-17.6723453936283,18.6667941620839,18.3140471660377,10.8905805524354,6.43770721115205,-15.0135351391334,15.9463205912498,-15.296133054185,5.88222839100763,-3.75730092483012,6.62174548083869,-3.49182947003452,5.12297494946928,-12.2367168897558,3.86331716104161,-12.8548687235177,-9.97493471139238,-11.4278042088245,20.0401392757118,-9.08967822382348,0.285165482999651,14.008989473286,10.2722606757737,-7.4865410917613,-1.7914841601211,-14.5566536498592,2.85790929918165,-5.30146312351009,27.2725259298659,5.76974047751063,6.96332698433063,2.68961726776512,17.9425567890526,0.30181118765558,-4.93116460288366,12.8036765873037,-16.7583443578344,19.1697836262092,4.54027649400174,-11.1445213814543,-9.14133578141606,-14.9954941251542,6.1007156702213,-2.44518012918344,-12.4448700009135,-4.36471692619545,-6.50062739125741,13.2113289569104,-9.00637551809794,-18.3920387278191,5.00678851224458,18.0068768938933,-2.79588783743637,6.33097181370561,14.3573514145859,-20.2096039974308,-6.98617130579045,36.0209662293966,15.1699532181432,-15.3093096638619,-2.77297691585168,18.23054707319,-5.14437296695174,20.0227594919181,-19.5933596074952,4.5996876133667,-29.4613382577864,-10.6809065607752,3.33800058232491,1.3660639597387,-9.28824612688486,13.2657057482961,2.77040822152035,6.50044212476691,29.1215899582273,8.11114880008878,-14.5778998757585,29.5570522200164,-10.5754776838153,19.9188397732187,-5.49400260178635,13.6399979982556,-18.1135736354194,7.28147741562165,-3.70403789879802,-1.56692653500351,5.50821091183229,-1.88959453808759,-9.09267585818648,11.7015652125001,-0.42796282523169,12.0961029419704,6.40675486642395,6.12361321355748,-3.90648368294703,15.2635178628957,-12.080227362861,20.6490207275985,18.0154306599743,3.10224144923918,-10.1194391680524,31.6395893272531,-16.7790459921501,-22.3118114307715,1.39846928067998,6.53060164610923,17.0513550322896,-17.0074802236811,36.8089157255521,2.45800349023232,24.1998244974368,5.19881156280022,-14.2364361668456,7.94652253820201,-3.32595440749388,-0.618954170351797,13.7228537101755,8.38208543076346,-19.6011466536169,-11.008429495277,3.94986526160285,-1.25472823362139,-10.8581377542097,2.4308733806829,16.8341619093148,3.63524614046108,0.811284848766052,10.2407876628037,-2.41183919209448,-6.53831430813617,19.0344216260806,8.51922510491487,-6.67941372254705,21.8583516991591,-2.26407431488535,-0.224121147079292,1.64129848004016,-5.45806924434063,-10.9442077801235,0.894214472624423,10.2940334823665,0.525772651097326,-26.2078060868748,19.3832728658803,-3.59963526636928,2.59466008773831,29.1314574381534,18.2664200069253,-4.92435424477713,-4.54937204105164,0.600164154724162,8.40094163948773,-15.5787805510109,13.5738973252427,22.0507447355992,-6.72882628946007,-2.6129391612456,2.86399979255907,-10.5562978736233,-12.652527748419,19.6917895513573,18.160318087778,30.9429238523032,-17.5184692003678,-20.0337318599372,-12.1600180777286,-1.61726099124697,8.41107837285168,-10.482466186682,12.7009038977553,3.48247760144261,-20.5529750459317,6.23688585914337,-4.95277561699629,-14.7146731924648,4.55913120637546,-23.4709196285517,-12.5447898894273,17.812196739885,8.1972791248345,11.7450650262869,-14.2881015438728,-14.9319045267191,-2.15692396072686,11.4629054467562,20.3900465733027,12.0043854737602,-15.9099008454768,-21.5630796185386,5.40593687368636,3.5272111983201,2.92801439266614,-16.878835260604,7.84201683122897,-10.1762178670127,-16.5372004549039,1.39768832158925,-11.1505210555583,5.14653758550194,9.00366533013357,-6.144024016688,0.612054448628565,27.4642809955366,4.25802514241385,-4.39354285233383,1.24901119392532,6.09976785594548,-6.57453408740956,6.9591476878546,2.22581519343112,-9.1186491297087,6.13789173752222,-5.74407489229979,4.25098275708533,-2.85862997650615,-1.31248502774282,8.38563528033694,-19.5161144814378,11.3512306284029,0.542431061614822,-14.6079654506867,5.15736170601162,9.73681830046758,8.6597063763023,21.4023770598296,19.6110596353302,-10.6266721332746,-5.4062434019758,-26.9856106443352,28.9971584477661,7.59702632594763,-7.4163979230874,24.8393218285795,-21.8948815229847,-5.52636720118363,-22.1485166301365,7.1210096902198,-14.793084459282,30.6848192610436,18.8829453349334,-4.47360561547399,-1.12821304080846,-0.412749403488285,1.52293903280456,-0.417606994909603,23.1695467133151,17.8604078898379,-1.00603286725891,-9.16248106839539,16.9607798684076,-3.95722752124444,-12.7433035088848,23.592889379392,-15.4218486241758,7.5896846295159,-0.404289752639462,-10.9295340067189,-15.0134616703542,-6.78563807880963,-14.8603113601173,19.5383479106258,22.8360612328094,-6.69961053559164,-9.93753667625834,8.62503337764785,-3.5562996039401,-19.0541244332063,-2.29687632404841,14.8212234050067,0.380645590980222,20.5355651154415,-2.28573063841435,0.991955788964386,-15.4738371852364,-9.8946967340954,8.08015725909273,3.52969015145531,-9.05186496218087,0.598327010072914,-21.4176472207324,3.41246699230864,20.1609838810431,9.40529593401368,22.2007785476047,7.9302194977445,5.39760796317526,12.3777469857984,14.7541723671185,15.9937664835632,-4.26321274241345,-12.2674257221144,9.71283075657451,8.91630080338354,-24.7635577568351,30.6056353258778,6.05099486301592,-1.92620616056095,-7.07538104024492,12.1087884589854,5.67704669393232,12.845980925979,-13.9612181869262,4.47129824062368,-8.19502584364355,-4.78770268046805,8.93326652527971,4.11052282521917,13.6900036441455,3.98073071476951,3.8036426439777,8.57663566546439,20.5965772223163,9.93740435189214,13.1883007013518,-14.9972259486494,-9.85944665621143,-11.511103113009,-17.7416750591957,-18.3162287716421,-4.09294857512186,17.0110524133707,-12.2900889977835,5.81613184958962,-18.7503155256436,19.3939494651086,14.3283412325435,-7.31724090412625,12.9976540793857,14.3194598863393,-5.09667123967084,13.6003489956375,-14.6313707775192,6.75421464341243,-3.97055346509975,-8.61195910260408,-22.3679475632314,-21.7460824278737,4.46506134564684,0.686505673594705,11.074159598656,-16.3426873224777,-1.12879068024002,5.91322111354332,-17.1538117600239,27.6929051907053,17.6560509412037,-6.67079989748197],"y":[-2.98591325606234,-5.44757482210413,0.26968032824271,1.08302006886505,4.78916998024017,2.94334147520604,1.13579870090017,0.271745803909531,-0.0897256626945133,5.59607121009218,-3.20395198298507,-1.53101204414081,3.54381558756431,-0.11400494258348,-2.49458269728931,1.00778968626843,1.36921562313346,-7.41035614619668,1.14739087436278,0.107914766696779,1.69203599655843,0.638892340091327,-0.794217307407991,0.670323520132837,0.685758720607251,4.86240428809228,-0.709436561623993,4.56546520158285,1.54283777108671,1.26801138748072,0.243215181636542,-2.96768222754868,5.34913165645053,5.77258728048491,-4.60577636055204,-2.55958005663686,-2.6723467975806,-3.83213718000833,-1.77485954402006,5.10732923214111,-4.96080655130488,0.021150056506788,2.06918511470906,1.77706157444979,-1.80762765482448,6.43918021817067,5.58511338330283,0.71522223806493,-0.997561033206684,1.29234704494075,4.88836231603251,-0.525584596528066,-0.513032938049788,1.38646661047904,-1.06866123997814,3.17347536501457,1.75973263352727,7.22722675779918,4.31518314949281,-1.07403896235164,1.3095902727888,0.623231085391183,-7.00893372458869,-1.27207242317583,1.86613812324729,1.80425631403922,2.58269384086131,3.44510945979462,3.20747119330148,-1.55192560641068,-0.532134759352894,-3.54941941001707,-4.02799123440452,0.700815415835123,2.16358870672469,-1.12171039786244,-1.2284607150087,-2.81433132566661,1.65493917041385,2.21962277053884,1.85298947299964,-0.569757341997796,4.63642133213825,-2.65586737666211,-3.31086433179164,-2.60138995814726,5.18077554766806,3.29185869234575,1.81819707606974,-2.24548199080767,0.502093399822326,-4.94484398417108,3.1218526995813,-2.68302345478391,-2.33881210494451,0.919933453681243,2.61510383122916,-2.27798845739411,-1.70029311173977,2.02613387343201,1.92228160938063,1.07864435616901,3.49638559799755,1.93677848051822,0.755504416106658,2.56981754406414,-0.656455533081575,0.830099569616364,0.626980028853685,0.101832917390527,-1.07053225428884,5.01398096927543,1.96136431261233,-3.03354320923933,0.26437848261801,1.43595610964092,-2.60150921126803,0.775109190710864,-6.403409211899,-2.43453561445403,-0.998316970241655,-1.44879554133413,0.682395862403979,-0.399192968793459,-3.1588166165664,0.566606648306506,4.15054734918356,2.73359922755231,0.701075323047079,1.57434866742832,-4.73499526060309,-5.98762056708287,-2.27268212367757,0.91282420211744,3.63389181092805,-1.28008534982531,2.78378636076195,-1.03364463889032,-0.464285420848982,0.419223966466818,-3.49342706536297,-0.704987727940028,1.34473630000351,1.66289410670252,-0.335930956505824,3.55124932300711,-0.16534684266834,-3.08191804075672,5.01262054388582,2.46365506504649,-0.604376116807664,2.30338391358366,-1.62441315248781,-0.519756848476678,0.386082962091123,-0.311001727618806,7.45625709753565,0.599221674938066,-2.67132752847142,-2.94500423474315,-0.711546650787643,0.510999605450736,-1.14023547932982,-0.768844355669425,-0.586972609579489,1.57551288885254,-1.42838482185616,-2.04050745876683,3.9943294560074,-2.75929775076332,-2.56377792630764,-1.32175991999122,-2.21561728639559,3.89150878329048,0.038255095035619,-1.22907152061728,-2.22888682177001,-2.19985808615528,3.99031189981002,2.38923956039708,2.14435078838641,-0.243167710875659,-2.82778570840689,-2.85762104424534,2.15173800996406,6.12583896906504,-4.36686000461632,-0.596765157859711,1.07587982555024,-1.27867260761156,4.82045470530307,0.136323233330511,-1.33824196848683,-0.914222965433897,-3.22896955467598,-3.58723818413806,0.607943070560294,3.90304768964855,-1.08258984158274,-0.269775610129652,-1.64876285530269,-2.79325081839057,3.16266344592009,2.27631767776622,2.21465028294363,-1.52587571200208,2.45666447362828,-0.0194225377692894,-1.71186539633628,-0.873164767677758,-1.85437917214803,-2.59579072127747,2.48897326000941,5.24741415150416,1.931744130979,-1.21256958697634,4.91525060493412,-3.97181672036409,4.27765448862812,-2.33893112143877,2.63758205425036,0.426771436198917,-5.16171348636391,3.98114564182612,-0.274154272882679,0.780037774161196,-1.0430743674875,3.02428857654166,-0.254991093549698,-1.96589092876078,-3.0920294393716,-1.50406698077132,4.027880184029,-0.667309767869126,0.329098479900408,-2.02134989713703,2.19182743342617,-0.899534005148845,1.06853617582746,-0.678035613195091,-4.87269723041261,-2.99930230331537,-2.73379626273535,-2.5520344753873,3.80815628018552,-0.723828801124608,-8.57451361981948,-0.548357511810902,-0.291649131469522,6.39219959582621,-1.58536965555125,5.16574389854277,2.45244568579475,-1.25939406897158,2.49674962293278,2.50176480078798,3.67897254619631,-0.571551048568109,3.41685069046993,1.39824888226195,1.2175884706526,-0.0419425669207708,6.82971176477789,0.924198624059156,-0.716526123240989,3.90612270239294,3.24137745380215,1.74855820489215,-0.241258659967806,2.19012849379592,1.0313863879564,-4.57674132504853,-0.289165862216061,3.86376386349054,-1.11823608572425,-4.57118985776305,-2.54497447041955,1.04398418469234,-0.781511460924974,-1.3333123012168,-3.15763860364241,-0.44434346232495,3.8142550358917,-5.0121914653192,4.68178478460571,2.09908257267831,-1.84276865269571,3.57254812996723,5.89958660982113,4.33378984123221,-0.479144044541393,0.466401585346918,-2.54192842826129,-0.0740478403639208,-5.73662262409222,-5.48768663951114,2.18669804160638,-2.12144534928465,3.72645542384345,1.96115234688065,-3.10639135312007,4.70251358640996,-0.113397898303072,-2.32914174417593,2.73614117403597,-1.40815016942225,-2.57422720794295,8.17398596334282,-4.4363463459935,2.21669947191805,3.59192315517567,3.2231398181549,0.889282751191932,-0.44455958673573,-2.58843033610907,0.373677834030845,-2.28103183745108,1.85008841042132,-0.105462348963611,-2.83782643705628,-1.86412846697894,4.41544421161239,-0.546915564586644,-2.01929200237201,-3.36517608757419,0.971930192483712,0.525627534387472,3.27926120067635,-0.5804203775066,0.673624562017323,0.00632348113293477,5.8077092693202,0.835699018336637,0.371989515097079,-1.46585276345451,0.299443161565604,-0.713526606615327,-2.14760239236657,0.843451241560593,-3.84339057381349,2.42914223350619,2.45667517331738,1.00820314581264,0.799390151726633,-0.92803926612729,0.71154743409609,0.608459603736263,-3.64962875559041,5.03054445989364,7.21007340932493,0.252267329886763,-1.34098935299553,0.505054718292654,1.82392369695281,-4.52233440893455,2.16710228919007,5.39019031167597,-0.903772640206045,1.25066513940024,1.63067535658877,3.25491719700548,-1.09006963596587,4.05845689688733,1.50164006894847,0.925195147376379,0.904879095638009,5.14739690583994,0.753942277607055,1.26017160747246,3.12699977424985,0.58791063022836,2.29091406146805,5.23478357957975,2.3793527215392,-7.39328974039906,4.49122444831105,-1.77423773327329,5.65554038994301,-1.32418312263435,2.54478935740547,1.53200149143596,-3.59617385877122,-2.55630347280993,3.67423823140533,1.91103352955771,-1.01678391952084,3.10920155342367,3.48237866187962,5.54470527164744,6.95536599585678,2.10288705015843,1.11633440821948,2.70185187315952,1.12187235957183,3.89335802017323,2.13062619099051,0.25533402476312,-2.48654661281156,-1.71902731749603,-2.87473012214535,-4.74421743860495,-2.9063428332799,-0.740085999683844,2.57590878585526,-0.764835115991144,-3.55678219416177,6.10250693100803,3.66123415632364,0.634717964592659,0.210500209706561,0.0699037339569436,-4.34598086386759,2.5272061515802,-2.89617415007333,-0.769193526408547,0.280015330868803,1.39128884544372,3.49543788214754,3.55313545046674,1.96404292780157,-5.98061977761901,3.10739308049147,1.06576267472213,-6.07959083567183,2.08559077398915,1.85797388665697,-5.5611193806794,-3.95095274592229,-2.26402196447287,3.11863122199755,-2.38051507359099,-2.45640365321873,2.19562339858948,-3.36061644830943,-0.542516325323587,4.43537330330685,4.87473449142527,-3.57941108864196,-0.819434698456593,-0.540554436235111,-1.02779132730244,-1.40117501227072,-0.471078812009608,1.28856014799375,-3.61347364027189,-0.848787057234906,-3.96260905863894,-2.64939796233622,7.25294277596917,-1.03652331980277,-4.61859980247788,-2.97305271594193,2.45270402335352,-1.96564506061775,-3.93600217730483,-0.900203198796144,0.615975219178099,-2.1321007088305,-0.646363949748215,-0.407513322989398,0.214915169408704,-1.79786224336317,1.41086183733996,-2.35980423232703,-6.9222181107256,3.26466663746671,2.01304557892121,3.67598062130926,-1.64134625914047,-5.33163791715383,-1.68541859877894,-0.482796746663694,-2.18297139936406,-0.918931997838899,5.02908063724026,-5.92053454720985,0.209297253961454,-0.0444129159702042,-0.724877673024522,-4.62749949690742,-3.36829908913497,1.36015810420655,1.49034613631363,0.183140535679965,-3.39284434267675,-3.78964553090724,-1.42875085833121,-2.04645842095463,-4.46382253079554,-1.7686732403934,-8.03869291404137,-0.53267723351048,3.01696994572996,1.65013724038305,-3.70786774847914,2.49099288241506,-2.56079169331621,2.52398054768297,2.78908515810902,2.87482550775773,1.30411339993699,-4.3230412063063,-2.94203943959456,5.70460261315367,-1.73252132355348,5.82542199978853,1.76379989865446,-4.26671147888863,0.139406588487486,0.054621521644629,3.19627920633507,2.05511902774857,0.556263390946766,4.41572364731382,-1.43618095737974,-2.84322188884247,0.7218322487486,-6.48514045236804,1.40548463655246,-4.46256740077649,2.59788915370709,-2.31338870847246,-3.91023673530118,0.836014028256028,1.25180914459048,3.47999685908776,3.31075131465985,-2.76182910484037,2.72097354678311,-1.30697014572034,-1.03052870766704,3.37273955831507,1.65462604947716,0.53201701912055,-5.34748398754422,-2.90562624902417,3.78580527673148,-1.80416569740069,7.05180425741174,2.69258128060215,2.33560509084569,-1.30591833636304,3.83702860717935,-3.78179852166845,1.1597346729486,-1.29178208239637,1.4526580221636,-0.75715032581633,2.79662719663644,7.31451855401581,0.42990167333386,-1.59099464085551,5.06439538278123,-0.475635111929518,-5.24965495296332,-3.59757712356833,2.75515700938332,0.216983387324216,-0.688983297620817,-1.3649309653076,3.98645246712761,-0.586918580498435,1.38939847187812,-4.0241797162822,2.53686252633555,-3.86174200020328,-1.63407588811932,-0.0672273902653628,1.68044760067345,0.741019264565779,-3.38523021964124,5.03808483712881,-4.06964011011119,0.798977638566182,0.167429930771968,0.609584100553394,-0.302392586972176,-0.77754718531253,0.0972910983572293,-2.76024670168682,-1.41941574798412,9.98287069219033,-4.14864137060265,-3.04508635145601,5.27967850375388,1.04554448508492,0.106166566566354,2.8757762457066,2.98897102805434,0.995215538036395,-3.83998033746377,0.370557230775018,-0.564405710870204,-1.45518464694878,-1.71118108146307,2.13609207205369,4.31547960157376,1.65040924426946,-2.75966001727541,0.745156961701652,2.01373445615111,0.270824984679257,-0.981860799552138,0.537440617779902,-4.9491768619983,1.60383626501302,-3.09316077022737,2.7296259456075,-4.33081244918506,-2.14209779306293,1.2138136834697,-2.1433033992822,0.92247967693272,1.34090701474181,5.69205241743347,3.69419241133276,2.45679103875451,1.45850557846661,1.18911304508645,2.02436405515219,-4.49395583019574,1.15143889692833,-2.88426359961305,0.805303195450955,1.33242235459747,-4.73243721165322,3.44779836646678,-0.196754006692017,1.96309188111886,-3.00452445376956,4.05361540089286,1.63150675834937,0.133730832608242,-2.8006150022492,3.00579824301241,1.38279974459782,-1.34856149869436,6.26545538003865,-0.375316427861944,-0.822560491752918,-3.30631118166328,-0.0601049738173313,-0.0681169311153378,6.97023694068968,5.51070375323008,3.53787916212614,-0.0359212908472987,-4.57425222101459,4.17422533849491,4.9915001759349,-0.451771582082366,2.8517041371615,-1.32634517568607,-4.68215005724616,1.64765408956667,-3.53348538128507,-0.931526753700277,-1.7096248247006,-1.31810698790408,-1.04276118132074,5.50015760595768,0.879305351139503,-0.577991445503006,-1.44531446712203,1.48254949832448,-0.865460489049075,-3.67182014384389,-0.572497752823273,0.147085851080966,-1.56054767877843,-0.172221039820949,-3.66130786417124,-8.63570000288101,-0.291670865481287,2.93147055008351,-1.05694541585744,-3.96742222224155,0.965460961323351,-1.95058256372447,-1.32543023194271,2.66188026031031,1.53026246617348,-0.43413663706517,-1.98944719067651,2.79551604445179,2.49169983829877,0.901629966989073,-1.53682965213242,5.02469105603862,11.722365694376,-5.79027094609313,-2.6133711948881,-1.23726845664594,0.657333462519458,3.34542564597426,1.81355869643234,0.117477968074789,0.706751439938623,2.95727456725681,6.3571703914232,4.16242854548745,3.4627644689851,2.09102294576386,0.195964210750432,-0.35493878627954,-3.346754641628,-2.02687816809473,-0.111009329227797,-0.920878526061579,-2.95810132642368,9.89944631286475,-4.53709490117976,-1.20064557901803,1.31787648340843,-2.46169576635082,-2.01299568938089,-1.72013490350301,4.15154688402949,2.53075986197326,2.49281454119288,2.25306236184648,0.108174982701077,1.8450419279386,4.6148012320514,-1.0430182945064,-1.34382750796104,2.74049322272465,-0.254323808742791,4.36407845834205,1.77674433400016,-0.369500427433039,-0.792202938644826,-3.44184625512974,3.28698858788982,-1.59703659291205,2.15191024566559,-2.24203884510175,-0.761913860646412,-1.92152953822709,-1.74476562064245,4.17386364411958,-0.9518430249344,-1.22618031085146,3.59039474824584,0.218096477134985,-4.79700813648547,-1.12295969166349,1.33020742521432,5.29987963203237,2.34227441152027,0.977071186295602,-1.1273077136771,3.63339829081854,-4.48643029782304,-3.18580092468214,-0.297006971551469,1.92413007112523,-6.90971264409368,-2.87184778143727,-0.762332648595841,-3.87869882609493,0.415114677462937,-2.97600171433568,2.45418276129706,-0.244653937194163,-4.78825923741951,-1.78320300887753,4.23337983139598,-0.531107329857551,-5.11923759084154,-0.434043715522118,-3.2482768023167,-0.78890730972918,-1.41843267700277,-0.204416007282998,0.517801496754715,-2.6707904079322,2.49081800304489,-5.63003497976533,-1.6712647422699,0.707177787199149,-0.630509410211342,-2.10514294514632,0.572825275332992,-2.65365252743314,2.72974144637403,0.268136887373557,1.35655472571499,1.07279138846483,-0.635210123158073,1.73287583125189,0.814990599206153,-5.3155411606134,1.51647586958856,-3.63618146198434,4.53041112533124,-1.59489578362366,3.21779232429028,2.48300696150103,-0.523555191860239,1.1362720476173,-7.92762042995672,2.42071029845805,1.70598275432372,-3.4283473834352,1.80459020154858,2.33802014896224,-2.74605893905314,1.31394441649336,5.05667154186558,0.563114261950021,-5.47344809235427,1.24169211547043,7.44348168790191,-4.95503160897306,-1.13733480905484,4.9810195854317,0.529514819919519,1.10429565949499,-3.66276055382635,5.80018804284743,-5.21660179431732,5.94360480767107,0.391364661185528,1.16466373499635,-2.89094704941416,-0.619280089108211,0.00422441604703949,-2.16991426854489,-3.43105388223709,1.67404027703061,4.27600937525664,6.27253104003183,-4.26393429100903,-5.35049384516492,-0.54826704337382,-0.391269367927273,2.13406126123234,4.59402529081223,0.330504141034501,1.6461637132581,-4.01850765467833,-1.61744422338511,0.567250432027128,1.95109891073272,-3.25304577054063,-7.47688657655082,4.53622563448357,-0.366839440621847,2.78105155345527,1.04963337875406,-2.90648033527125,0.0917499266151595,2.13382774759573,1.5690916012239,1.67075135888131,2.1138820533612,1.75625326690113,2.04837583621124,3.07814217764176,3.2348499980265,-5.2776979079622,0.443289799430249,-0.084061876125643,-1.80668499699355,0.73235601669125,1.33047451761637,-3.85203343069343,-0.435373657612509,-1.56541157110242,-3.44932995816909,-3.07481432682465,-4.06077429489411,4.68422189458244,-0.142509552030142,-0.341483766905446,-2.37023170014135,2.3341343234576,-0.716627137457533,7.20040474519473,-0.652364003651995,3.52380523374493,-0.902162758753823,1.60826042210234,4.94373217805793,1.56029657098065,-2.28201374445314,0.366619327630257,-2.88346739389835,1.94936683510983,-5.88819184947801,-1.80521285978917,1.17321179997733,-0.257224999768297,2.35493089028984,3.06920890557144,-2.62881374893943,-5.58264159073938,-3.42201594888764,2.95680858318553,5.98556892623723,1.79762021863018,-4.1244645368752,2.67589654238477,4.32821861339305,-2.33316827154724,-4.63234044838385,3.51476285543883,-0.747637699605196,-4.89064761566952,-0.784469858042048,6.02954856657595,2.99528272584887,-1.77310517817637,-6.91370893670573,-1.22888094677251,2.12992553479071,-0.978889640491351,0.598181787013809,-3.62344943338406,-1.39098099132231,-1.86964898983588,-1.64273606753098,-2.95204096857862,1.58778478965755,2.33330946186911,-3.3045006079871,-1.41549874248791,-0.57952279351934,-4.00604532798477,-1.35683978300251,-2.54618464165362,-2.83913060425261,-0.913179766664981,-1.11971144509292,-3.77824163869355,-0.442501357894581,-1.04602342465454,-0.457812826128967,1.55687476894108,0.175674243437172,0.748995768706169,2.87391366698264,-2.14624402167611,2.8678288489971,-0.264996814967305,-4.5844506985295,-0.962088894993985,-1.65061747936924,2.15514072078505,1.67869365093927,5.82131981037276,-2.65161427718297,4.45898373605863,-1.30631851141795,0.756294402043906,-1.52335463341037,-1.75083826910332,-2.47604362490613,1.13816544094144,0.679100835877415,4.6020615247784,1.85561468752087,-4.44036858668486,-0.660880856050891,5.41058300823054,0.231701285690296,2.27980692168803,-2.57325795923455,-3.40603429795571,1.87792390230006,-3.66438009474345,1.11746018431658,0.101445654272529,0.352215267603808,1.54965239016339,3.67936717516434,-0.192081889868877,-0.788598901618748,-7.37302812920665,-0.200343235808603,-0.0209062895923875,2.90285925326904,-2.02079611612526,1.31577583787499,-5.04005841944694,0.629244102595689,-4.02407505967348,2.85965678975148,5.60984619311012,0.256394638916554,0.185889662413438,-3.56695993304844,3.14056847846465,-5.73359997715352,-3.03473431113655,-0.933228595187221,2.29215997952738,2.22748993962,-1.40229034785259],"type":"histogram2d","xaxis":"x","yaxis":"y","frame":null}],"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> </div> ] ??? Pane around the 3d plot to highlight that 3d plots can be fairly useful. --- ## And even animated plots <div align="center"> <div id="c9e51a310d9e" style="width:500px;height:500px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e51a310d9e">{"x":{"visdat":{"c9e54a995b2d":["function () ","plotlyVisDat"]},"cur_data":"c9e54a995b2d","attrs":{"c9e54a995b2d":{"x":{},"y":{},"mode":"lines","name":"sin()","frame":{},"alpha":1,"sizes":[10,100],"type":"scatter"}},"layout":{"width":500,"height":500,"margin":{"b":40,"l":60,"t":25,"r":10},"xaxis":{"domain":[0,1],"title":"x","range":[-3.45575191894877,3.45575191894877]},"yaxis":{"domain":[0,1],"title":"y","range":[-1.1,1.1]},"hovermode":"closest","showlegend":true,"sliders":[{"currentvalue":{"prefix":"p: ","xanchor":"right","font":{"size":16,"color":"rgba(204,204,204,1)"}},"steps":[{"method":"animate","args":[["1"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1","value":"1"},{"method":"animate","args":[["2"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2","value":"2"},{"method":"animate","args":[["3"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"3","value":"3"},{"method":"animate","args":[["4"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"4","value":"4"},{"method":"animate","args":[["5"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"5","value":"5"},{"method":"animate","args":[["6"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"6","value":"6"},{"method":"animate","args":[["7"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"7","value":"7"},{"method":"animate","args":[["8"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"8","value":"8"},{"method":"animate","args":[["9"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"9","value":"9"},{"method":"animate","args":[["10"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"10","value":"10"}],"visible":true,"pad":{"t":40}}],"updatemenus":[{"type":"buttons","direction":"right","showactive":false,"y":0,"x":0,"yanchor":"top","xanchor":"right","pad":{"t":60,"r":5},"buttons":[{"label":"Play","method":"animate","args":[null,{"fromcurrent":true,"mode":"immediate","transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false}}]}]}]},"source":"A","config":{"modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"data":[{"x":[-3.14159265358979,-3.1101767270539,-3.078760800518,-3.0473448739821,-3.0159289474462,-2.9845130209103,-2.95309709437441,-2.92168116783851,-2.89026524130261,-2.85884931476671,-2.82743338823081,-2.79601746169492,-2.76460153515902,-2.73318560862312,-2.70176968208722,-2.67035375555132,-2.63893782901543,-2.60752190247953,-2.57610597594363,-2.54469004940773,-2.51327412287183,-2.48185819633594,-2.45044226980004,-2.41902634326414,-2.38761041672824,-2.35619449019234,-2.32477856365645,-2.29336263712055,-2.26194671058465,-2.23053078404875,-2.19911485751286,-2.16769893097696,-2.13628300444106,-2.10486707790516,-2.07345115136926,-2.04203522483337,-2.01061929829747,-1.97920337176157,-1.94778744522567,-1.91637151868977,-1.88495559215388,-1.85353966561798,-1.82212373908208,-1.79070781254618,-1.75929188601028,-1.72787595947439,-1.69646003293849,-1.66504410640259,-1.63362817986669,-1.60221225333079,-1.5707963267949,-1.539380400259,-1.5079644737231,-1.4765485471872,-1.4451326206513,-1.41371669411541,-1.38230076757951,-1.35088484104361,-1.31946891450771,-1.28805298797181,-1.25663706143592,-1.22522113490002,-1.19380520836412,-1.16238928182822,-1.13097335529233,-1.09955742875643,-1.06814150222053,-1.03672557568463,-1.00530964914873,-0.973893722612836,-0.942477796076938,-0.91106186954104,-0.879645943005142,-0.848230016469244,-0.816814089933346,-0.785398163397448,-0.75398223686155,-0.722566310325652,-0.691150383789754,-0.659734457253857,-0.628318530717959,-0.596902604182061,-0.565486677646163,-0.534070751110265,-0.502654824574367,-0.471238898038469,-0.439822971502571,-0.408407044966673,-0.376991118430775,-0.345575191894877,-0.314159265358979,-0.282743338823081,-0.251327412287183,-0.219911485751286,-0.188495559215388,-0.15707963267949,-0.125663706143592,-0.0942477796076938,-0.0628318530717959,-0.0314159265358979,0,0.0314159265358979,0.0628318530717959,0.0942477796076938,0.125663706143592,0.15707963267949,0.188495559215388,0.219911485751286,0.251327412287183,0.282743338823081,0.314159265358979,0.345575191894877,0.376991118430775,0.408407044966673,0.439822971502571,0.471238898038469,0.502654824574367,0.534070751110265,0.565486677646163,0.596902604182061,0.628318530717959,0.659734457253857,0.691150383789754,0.722566310325652,0.75398223686155,0.785398163397448,0.816814089933346,0.848230016469244,0.879645943005142,0.91106186954104,0.942477796076938,0.973893722612836,1.00530964914873,1.03672557568463,1.06814150222053,1.09955742875643,1.13097335529233,1.16238928182822,1.19380520836412,1.22522113490002,1.25663706143592,1.28805298797181,1.31946891450771,1.35088484104361,1.38230076757951,1.41371669411541,1.4451326206513,1.4765485471872,1.5079644737231,1.539380400259,1.5707963267949,1.60221225333079,1.63362817986669,1.66504410640259,1.69646003293849,1.72787595947439,1.75929188601028,1.79070781254618,1.82212373908208,1.85353966561798,1.88495559215388,1.91637151868977,1.94778744522567,1.97920337176157,2.01061929829747,2.04203522483337,2.07345115136926,2.10486707790516,2.13628300444106,2.16769893097696,2.19911485751286,2.23053078404875,2.26194671058465,2.29336263712055,2.32477856365645,2.35619449019234,2.38761041672824,2.41902634326414,2.45044226980004,2.48185819633594,2.51327412287183,2.54469004940773,2.57610597594363,2.60752190247953,2.63893782901543,2.67035375555132,2.70176968208722,2.73318560862312,2.76460153515902,2.79601746169492,2.82743338823081,2.85884931476671,2.89026524130261,2.92168116783851,2.95309709437441,2.9845130209103,3.0159289474462,3.0473448739821,3.078760800518,3.1101767270539,3.14159265358979],"y":[-1.22464679914735e-16,-0.0314107590781282,-0.0627905195293136,-0.0941083133185144,-0.125333233564305,-0.156434465040231,-0.187381314585725,-0.218143241396543,-0.248689887164855,-0.278991106039229,-0.309016994374948,-0.338737920245291,-0.368124552684678,-0.397147890634781,-0.425779291565073,-0.453990499739547,-0.481753674101715,-0.509041415750371,-0.535826794978997,-0.562083377852131,-0.587785252292473,-0.612907053652976,-0.63742398974869,-0.661311865323652,-0.684547105928689,-0.707106781186548,-0.728968627421412,-0.75011106963046,-0.770513242775789,-0.79015501237569,-0.809016994374947,-0.827080574274562,-0.844327925502015,-0.860742027003944,-0.876306680043863,-0.891006524188368,-0.904827052466019,-0.917754625683981,-0.929776485888251,-0.940880768954225,-0.951056516295154,-0.960293685676943,-0.968583161128631,-0.975916761938747,-0.982287250728689,-0.987688340595138,-0.992114701314478,-0.99556196460308,-0.998026728428272,-0.999506560365732,-1,-0.999506560365732,-0.998026728428272,-0.99556196460308,-0.992114701314478,-0.987688340595138,-0.982287250728689,-0.975916761938747,-0.968583161128631,-0.960293685676943,-0.951056516295154,-0.940880768954225,-0.929776485888251,-0.917754625683981,-0.90482705246602,-0.891006524188368,-0.876306680043864,-0.860742027003944,-0.844327925502015,-0.827080574274562,-0.809016994374947,-0.79015501237569,-0.770513242775789,-0.750111069630459,-0.728968627421412,-0.707106781186547,-0.684547105928689,-0.661311865323652,-0.63742398974869,-0.612907053652976,-0.587785252292473,-0.562083377852131,-0.535826794978997,-0.509041415750371,-0.481753674101715,-0.453990499739547,-0.425779291565073,-0.397147890634781,-0.368124552684678,-0.338737920245291,-0.309016994374947,-0.278991106039229,-0.248689887164855,-0.218143241396543,-0.187381314585725,-0.156434465040231,-0.125333233564304,-0.0941083133185143,-0.0627905195293134,-0.0314107590781283,0,0.0314107590781283,0.0627905195293134,0.0941083133185143,0.125333233564304,0.156434465040231,0.187381314585725,0.218143241396543,0.248689887164855,0.278991106039229,0.309016994374947,0.338737920245291,0.368124552684678,0.397147890634781,0.425779291565073,0.453990499739547,0.481753674101715,0.509041415750371,0.535826794978997,0.562083377852131,0.587785252292473,0.612907053652976,0.63742398974869,0.661311865323652,0.684547105928689,0.707106781186547,0.728968627421412,0.750111069630459,0.770513242775789,0.79015501237569,0.809016994374947,0.827080574274562,0.844327925502015,0.860742027003944,0.876306680043864,0.891006524188368,0.90482705246602,0.917754625683981,0.929776485888251,0.940880768954225,0.951056516295154,0.960293685676943,0.968583161128631,0.975916761938747,0.982287250728689,0.987688340595138,0.992114701314478,0.99556196460308,0.998026728428272,0.999506560365732,1,0.999506560365732,0.998026728428272,0.99556196460308,0.992114701314478,0.987688340595138,0.982287250728689,0.975916761938747,0.968583161128631,0.960293685676943,0.951056516295154,0.940880768954225,0.929776485888251,0.917754625683981,0.904827052466019,0.891006524188368,0.876306680043863,0.860742027003944,0.844327925502015,0.827080574274562,0.809016994374947,0.79015501237569,0.770513242775789,0.75011106963046,0.728968627421412,0.707106781186548,0.684547105928689,0.661311865323652,0.63742398974869,0.612907053652976,0.587785252292473,0.562083377852131,0.535826794978997,0.509041415750371,0.481753674101715,0.453990499739547,0.425779291565073,0.397147890634781,0.368124552684678,0.338737920245291,0.309016994374948,0.278991106039229,0.248689887164855,0.218143241396543,0.187381314585725,0.156434465040231,0.125333233564305,0.0941083133185144,0.0627905195293136,0.0314107590781282,1.22464679914735e-16],"mode":"lines","name":"sin()","frame":"1","type":"scatter","line":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","visible":true}],"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"frames":[{"name":"1","data":[{"x":[-3.14159265358979,-3.1101767270539,-3.078760800518,-3.0473448739821,-3.0159289474462,-2.9845130209103,-2.95309709437441,-2.92168116783851,-2.89026524130261,-2.85884931476671,-2.82743338823081,-2.79601746169492,-2.76460153515902,-2.73318560862312,-2.70176968208722,-2.67035375555132,-2.63893782901543,-2.60752190247953,-2.57610597594363,-2.54469004940773,-2.51327412287183,-2.48185819633594,-2.45044226980004,-2.41902634326414,-2.38761041672824,-2.35619449019234,-2.32477856365645,-2.29336263712055,-2.26194671058465,-2.23053078404875,-2.19911485751286,-2.16769893097696,-2.13628300444106,-2.10486707790516,-2.07345115136926,-2.04203522483337,-2.01061929829747,-1.97920337176157,-1.94778744522567,-1.91637151868977,-1.88495559215388,-1.85353966561798,-1.82212373908208,-1.79070781254618,-1.75929188601028,-1.72787595947439,-1.69646003293849,-1.66504410640259,-1.63362817986669,-1.60221225333079,-1.5707963267949,-1.539380400259,-1.5079644737231,-1.4765485471872,-1.4451326206513,-1.41371669411541,-1.38230076757951,-1.35088484104361,-1.31946891450771,-1.28805298797181,-1.25663706143592,-1.22522113490002,-1.19380520836412,-1.16238928182822,-1.13097335529233,-1.09955742875643,-1.06814150222053,-1.03672557568463,-1.00530964914873,-0.973893722612836,-0.942477796076938,-0.91106186954104,-0.879645943005142,-0.848230016469244,-0.816814089933346,-0.785398163397448,-0.75398223686155,-0.722566310325652,-0.691150383789754,-0.659734457253857,-0.628318530717959,-0.596902604182061,-0.565486677646163,-0.534070751110265,-0.502654824574367,-0.471238898038469,-0.439822971502571,-0.408407044966673,-0.376991118430775,-0.345575191894877,-0.314159265358979,-0.282743338823081,-0.251327412287183,-0.219911485751286,-0.188495559215388,-0.15707963267949,-0.125663706143592,-0.0942477796076938,-0.0628318530717959,-0.0314159265358979,0,0.0314159265358979,0.0628318530717959,0.0942477796076938,0.125663706143592,0.15707963267949,0.188495559215388,0.219911485751286,0.251327412287183,0.282743338823081,0.314159265358979,0.345575191894877,0.376991118430775,0.408407044966673,0.439822971502571,0.471238898038469,0.502654824574367,0.534070751110265,0.565486677646163,0.596902604182061,0.628318530717959,0.659734457253857,0.691150383789754,0.722566310325652,0.75398223686155,0.785398163397448,0.816814089933346,0.848230016469244,0.879645943005142,0.91106186954104,0.942477796076938,0.973893722612836,1.00530964914873,1.03672557568463,1.06814150222053,1.09955742875643,1.13097335529233,1.16238928182822,1.19380520836412,1.22522113490002,1.25663706143592,1.28805298797181,1.31946891450771,1.35088484104361,1.38230076757951,1.41371669411541,1.4451326206513,1.4765485471872,1.5079644737231,1.539380400259,1.5707963267949,1.60221225333079,1.63362817986669,1.66504410640259,1.69646003293849,1.72787595947439,1.75929188601028,1.79070781254618,1.82212373908208,1.85353966561798,1.88495559215388,1.91637151868977,1.94778744522567,1.97920337176157,2.01061929829747,2.04203522483337,2.07345115136926,2.10486707790516,2.13628300444106,2.16769893097696,2.19911485751286,2.23053078404875,2.26194671058465,2.29336263712055,2.32477856365645,2.35619449019234,2.38761041672824,2.41902634326414,2.45044226980004,2.48185819633594,2.51327412287183,2.54469004940773,2.57610597594363,2.60752190247953,2.63893782901543,2.67035375555132,2.70176968208722,2.73318560862312,2.76460153515902,2.79601746169492,2.82743338823081,2.85884931476671,2.89026524130261,2.92168116783851,2.95309709437441,2.9845130209103,3.0159289474462,3.0473448739821,3.078760800518,3.1101767270539,3.14159265358979],"y":[-1.22464679914735e-16,-0.0314107590781282,-0.0627905195293136,-0.0941083133185144,-0.125333233564305,-0.156434465040231,-0.187381314585725,-0.218143241396543,-0.248689887164855,-0.278991106039229,-0.309016994374948,-0.338737920245291,-0.368124552684678,-0.397147890634781,-0.425779291565073,-0.453990499739547,-0.481753674101715,-0.509041415750371,-0.535826794978997,-0.562083377852131,-0.587785252292473,-0.612907053652976,-0.63742398974869,-0.661311865323652,-0.684547105928689,-0.707106781186548,-0.728968627421412,-0.75011106963046,-0.770513242775789,-0.79015501237569,-0.809016994374947,-0.827080574274562,-0.844327925502015,-0.860742027003944,-0.876306680043863,-0.891006524188368,-0.904827052466019,-0.917754625683981,-0.929776485888251,-0.940880768954225,-0.951056516295154,-0.960293685676943,-0.968583161128631,-0.975916761938747,-0.982287250728689,-0.987688340595138,-0.992114701314478,-0.99556196460308,-0.998026728428272,-0.999506560365732,-1,-0.999506560365732,-0.998026728428272,-0.99556196460308,-0.992114701314478,-0.987688340595138,-0.982287250728689,-0.975916761938747,-0.968583161128631,-0.960293685676943,-0.951056516295154,-0.940880768954225,-0.929776485888251,-0.917754625683981,-0.90482705246602,-0.891006524188368,-0.876306680043864,-0.860742027003944,-0.844327925502015,-0.827080574274562,-0.809016994374947,-0.79015501237569,-0.770513242775789,-0.750111069630459,-0.728968627421412,-0.707106781186547,-0.684547105928689,-0.661311865323652,-0.63742398974869,-0.612907053652976,-0.587785252292473,-0.562083377852131,-0.535826794978997,-0.509041415750371,-0.481753674101715,-0.453990499739547,-0.425779291565073,-0.397147890634781,-0.368124552684678,-0.338737920245291,-0.309016994374947,-0.278991106039229,-0.248689887164855,-0.218143241396543,-0.187381314585725,-0.156434465040231,-0.125333233564304,-0.0941083133185143,-0.0627905195293134,-0.0314107590781283,0,0.0314107590781283,0.0627905195293134,0.0941083133185143,0.125333233564304,0.156434465040231,0.187381314585725,0.218143241396543,0.248689887164855,0.278991106039229,0.309016994374947,0.338737920245291,0.368124552684678,0.397147890634781,0.425779291565073,0.453990499739547,0.481753674101715,0.509041415750371,0.535826794978997,0.562083377852131,0.587785252292473,0.612907053652976,0.63742398974869,0.661311865323652,0.684547105928689,0.707106781186547,0.728968627421412,0.750111069630459,0.770513242775789,0.79015501237569,0.809016994374947,0.827080574274562,0.844327925502015,0.860742027003944,0.876306680043864,0.891006524188368,0.90482705246602,0.917754625683981,0.929776485888251,0.940880768954225,0.951056516295154,0.960293685676943,0.968583161128631,0.975916761938747,0.982287250728689,0.987688340595138,0.992114701314478,0.99556196460308,0.998026728428272,0.999506560365732,1,0.999506560365732,0.998026728428272,0.99556196460308,0.992114701314478,0.987688340595138,0.982287250728689,0.975916761938747,0.968583161128631,0.960293685676943,0.951056516295154,0.940880768954225,0.929776485888251,0.917754625683981,0.904827052466019,0.891006524188368,0.876306680043863,0.860742027003944,0.844327925502015,0.827080574274562,0.809016994374947,0.79015501237569,0.770513242775789,0.75011106963046,0.728968627421412,0.707106781186548,0.684547105928689,0.661311865323652,0.63742398974869,0.612907053652976,0.587785252292473,0.562083377852131,0.535826794978997,0.509041415750371,0.481753674101715,0.453990499739547,0.425779291565073,0.397147890634781,0.368124552684678,0.338737920245291,0.309016994374948,0.278991106039229,0.248689887164855,0.218143241396543,0.187381314585725,0.156434465040231,0.125333233564305,0.0941083133185144,0.0627905195293136,0.0314107590781282,1.22464679914735e-16],"mode":"lines","name":"sin()","frame":"1","type":"scatter","line":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2","data":[{"x":[-3.14159265358979,-3.1101767270539,-3.078760800518,-3.0473448739821,-3.0159289474462,-2.9845130209103,-2.95309709437441,-2.92168116783851,-2.89026524130261,-2.85884931476671,-2.82743338823081,-2.79601746169492,-2.76460153515902,-2.73318560862312,-2.70176968208722,-2.67035375555132,-2.63893782901543,-2.60752190247953,-2.57610597594363,-2.54469004940773,-2.51327412287183,-2.48185819633594,-2.45044226980004,-2.41902634326414,-2.38761041672824,-2.35619449019234,-2.32477856365645,-2.29336263712055,-2.26194671058465,-2.23053078404875,-2.19911485751286,-2.16769893097696,-2.13628300444106,-2.10486707790516,-2.07345115136926,-2.04203522483337,-2.01061929829747,-1.97920337176157,-1.94778744522567,-1.91637151868977,-1.88495559215388,-1.85353966561798,-1.82212373908208,-1.79070781254618,-1.75929188601028,-1.72787595947439,-1.69646003293849,-1.66504410640259,-1.63362817986669,-1.60221225333079,-1.5707963267949,-1.539380400259,-1.5079644737231,-1.4765485471872,-1.4451326206513,-1.41371669411541,-1.38230076757951,-1.35088484104361,-1.31946891450771,-1.28805298797181,-1.25663706143592,-1.22522113490002,-1.19380520836412,-1.16238928182822,-1.13097335529233,-1.09955742875643,-1.06814150222053,-1.03672557568463,-1.00530964914873,-0.973893722612836,-0.942477796076938,-0.91106186954104,-0.879645943005142,-0.848230016469244,-0.816814089933346,-0.785398163397448,-0.75398223686155,-0.722566310325652,-0.691150383789754,-0.659734457253857,-0.628318530717959,-0.596902604182061,-0.565486677646163,-0.534070751110265,-0.502654824574367,-0.471238898038469,-0.439822971502571,-0.408407044966673,-0.376991118430775,-0.345575191894877,-0.314159265358979,-0.282743338823081,-0.251327412287183,-0.219911485751286,-0.188495559215388,-0.15707963267949,-0.125663706143592,-0.0942477796076938,-0.0628318530717959,-0.0314159265358979,0,0.0314159265358979,0.0628318530717959,0.0942477796076938,0.125663706143592,0.15707963267949,0.188495559215388,0.219911485751286,0.251327412287183,0.282743338823081,0.314159265358979,0.345575191894877,0.376991118430775,0.408407044966673,0.439822971502571,0.471238898038469,0.502654824574367,0.534070751110265,0.565486677646163,0.596902604182061,0.628318530717959,0.659734457253857,0.691150383789754,0.722566310325652,0.75398223686155,0.785398163397448,0.816814089933346,0.848230016469244,0.879645943005142,0.91106186954104,0.942477796076938,0.973893722612836,1.00530964914873,1.03672557568463,1.06814150222053,1.09955742875643,1.13097335529233,1.16238928182822,1.19380520836412,1.22522113490002,1.25663706143592,1.28805298797181,1.31946891450771,1.35088484104361,1.38230076757951,1.41371669411541,1.4451326206513,1.4765485471872,1.5079644737231,1.539380400259,1.5707963267949,1.60221225333079,1.63362817986669,1.66504410640259,1.69646003293849,1.72787595947439,1.75929188601028,1.79070781254618,1.82212373908208,1.85353966561798,1.88495559215388,1.91637151868977,1.94778744522567,1.97920337176157,2.01061929829747,2.04203522483337,2.07345115136926,2.10486707790516,2.13628300444106,2.16769893097696,2.19911485751286,2.23053078404875,2.26194671058465,2.29336263712055,2.32477856365645,2.35619449019234,2.38761041672824,2.41902634326414,2.45044226980004,2.48185819633594,2.51327412287183,2.54469004940773,2.57610597594363,2.60752190247953,2.63893782901543,2.67035375555132,2.70176968208722,2.73318560862312,2.76460153515902,2.79601746169492,2.82743338823081,2.85884931476671,2.89026524130261,2.92168116783851,2.95309709437441,2.9845130209103,3.0159289474462,3.0473448739821,3.078760800518,3.1101767270539,3.14159265358979],"y":[2.44929359829471e-16,0.0627905195293133,0.125333233564305,0.187381314585725,0.248689887164855,0.309016994374948,0.368124552684678,0.425779291565073,0.481753674101716,0.535826794978997,0.587785252292473,0.63742398974869,0.684547105928689,0.728968627421412,0.77051324277579,0.809016994374948,0.844327925502015,0.876306680043863,0.90482705246602,0.929776485888252,0.951056516295154,0.968583161128631,0.982287250728689,0.992114701314478,0.998026728428272,1,0.998026728428272,0.992114701314478,0.982287250728689,0.968583161128631,0.951056516295154,0.929776485888251,0.90482705246602,0.876306680043864,0.844327925502015,0.809016994374947,0.770513242775789,0.728968627421412,0.684547105928688,0.63742398974869,0.587785252292473,0.535826794978996,0.481753674101715,0.425779291565072,0.368124552684678,0.309016994374947,0.248689887164855,0.187381314585725,0.125333233564304,0.0627905195293133,-1.22464679914735e-16,-0.0627905195293136,-0.125333233564305,-0.187381314585725,-0.248689887164855,-0.309016994374948,-0.368124552684678,-0.425779291565073,-0.481753674101715,-0.535826794978997,-0.587785252292473,-0.63742398974869,-0.684547105928689,-0.728968627421412,-0.770513242775789,-0.809016994374947,-0.844327925502015,-0.876306680043863,-0.904827052466019,-0.929776485888251,-0.951056516295154,-0.968583161128631,-0.982287250728689,-0.992114701314478,-0.998026728428272,-1,-0.998026728428272,-0.992114701314478,-0.982287250728689,-0.968583161128631,-0.951056516295154,-0.929776485888251,-0.90482705246602,-0.876306680043864,-0.844327925502015,-0.809016994374947,-0.770513242775789,-0.728968627421412,-0.684547105928689,-0.63742398974869,-0.587785252292473,-0.535826794978997,-0.481753674101715,-0.425779291565073,-0.368124552684678,-0.309016994374947,-0.248689887164855,-0.187381314585725,-0.125333233564304,-0.0627905195293134,0,0.0627905195293134,0.125333233564304,0.187381314585725,0.248689887164855,0.309016994374947,0.368124552684678,0.425779291565073,0.481753674101715,0.535826794978997,0.587785252292473,0.63742398974869,0.684547105928689,0.728968627421412,0.770513242775789,0.809016994374947,0.844327925502015,0.876306680043864,0.90482705246602,0.929776485888251,0.951056516295154,0.968583161128631,0.982287250728689,0.992114701314478,0.998026728428272,1,0.998026728428272,0.992114701314478,0.982287250728689,0.968583161128631,0.951056516295154,0.929776485888251,0.904827052466019,0.876306680043863,0.844327925502015,0.809016994374947,0.770513242775789,0.728968627421412,0.684547105928689,0.63742398974869,0.587785252292473,0.535826794978997,0.481753674101715,0.425779291565073,0.368124552684678,0.309016994374948,0.248689887164855,0.187381314585725,0.125333233564305,0.0627905195293136,1.22464679914735e-16,-0.0627905195293133,-0.125333233564304,-0.187381314585725,-0.248689887164855,-0.309016994374947,-0.368124552684678,-0.425779291565072,-0.481753674101715,-0.535826794978996,-0.587785252292473,-0.63742398974869,-0.684547105928688,-0.728968627421412,-0.770513242775789,-0.809016994374947,-0.844327925502015,-0.876306680043864,-0.90482705246602,-0.929776485888251,-0.951056516295154,-0.968583161128631,-0.982287250728689,-0.992114701314478,-0.998026728428272,-1,-0.998026728428272,-0.992114701314478,-0.982287250728689,-0.968583161128631,-0.951056516295154,-0.929776485888252,-0.90482705246602,-0.876306680043863,-0.844327925502015,-0.809016994374948,-0.77051324277579,-0.728968627421412,-0.684547105928689,-0.63742398974869,-0.587785252292473,-0.535826794978997,-0.481753674101716,-0.425779291565073,-0.368124552684678,-0.309016994374948,-0.248689887164855,-0.187381314585725,-0.125333233564305,-0.0627905195293133,-2.44929359829471e-16],"mode":"lines","name":"sin()","frame":"2","type":"scatter","line":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"3","data":[{"x":[-3.14159265358979,-3.1101767270539,-3.078760800518,-3.0473448739821,-3.0159289474462,-2.9845130209103,-2.95309709437441,-2.92168116783851,-2.89026524130261,-2.85884931476671,-2.82743338823081,-2.79601746169492,-2.76460153515902,-2.73318560862312,-2.70176968208722,-2.67035375555132,-2.63893782901543,-2.60752190247953,-2.57610597594363,-2.54469004940773,-2.51327412287183,-2.48185819633594,-2.45044226980004,-2.41902634326414,-2.38761041672824,-2.35619449019234,-2.32477856365645,-2.29336263712055,-2.26194671058465,-2.23053078404875,-2.19911485751286,-2.16769893097696,-2.13628300444106,-2.10486707790516,-2.07345115136926,-2.04203522483337,-2.01061929829747,-1.97920337176157,-1.94778744522567,-1.91637151868977,-1.88495559215388,-1.85353966561798,-1.82212373908208,-1.79070781254618,-1.75929188601028,-1.72787595947439,-1.69646003293849,-1.66504410640259,-1.63362817986669,-1.60221225333079,-1.5707963267949,-1.539380400259,-1.5079644737231,-1.4765485471872,-1.4451326206513,-1.41371669411541,-1.38230076757951,-1.35088484104361,-1.31946891450771,-1.28805298797181,-1.25663706143592,-1.22522113490002,-1.19380520836412,-1.16238928182822,-1.13097335529233,-1.09955742875643,-1.06814150222053,-1.03672557568463,-1.00530964914873,-0.973893722612836,-0.942477796076938,-0.91106186954104,-0.879645943005142,-0.848230016469244,-0.816814089933346,-0.785398163397448,-0.75398223686155,-0.722566310325652,-0.691150383789754,-0.659734457253857,-0.628318530717959,-0.596902604182061,-0.565486677646163,-0.534070751110265,-0.502654824574367,-0.471238898038469,-0.439822971502571,-0.408407044966673,-0.376991118430775,-0.345575191894877,-0.314159265358979,-0.282743338823081,-0.251327412287183,-0.219911485751286,-0.188495559215388,-0.15707963267949,-0.125663706143592,-0.0942477796076938,-0.0628318530717959,-0.0314159265358979,0,0.0314159265358979,0.0628318530717959,0.0942477796076938,0.125663706143592,0.15707963267949,0.188495559215388,0.219911485751286,0.251327412287183,0.282743338823081,0.314159265358979,0.345575191894877,0.376991118430775,0.408407044966673,0.439822971502571,0.471238898038469,0.502654824574367,0.534070751110265,0.565486677646163,0.596902604182061,0.628318530717959,0.659734457253857,0.691150383789754,0.722566310325652,0.75398223686155,0.785398163397448,0.816814089933346,0.848230016469244,0.879645943005142,0.91106186954104,0.942477796076938,0.973893722612836,1.00530964914873,1.03672557568463,1.06814150222053,1.09955742875643,1.13097335529233,1.16238928182822,1.19380520836412,1.22522113490002,1.25663706143592,1.28805298797181,1.31946891450771,1.35088484104361,1.38230076757951,1.41371669411541,1.4451326206513,1.4765485471872,1.5079644737231,1.539380400259,1.5707963267949,1.60221225333079,1.63362817986669,1.66504410640259,1.69646003293849,1.72787595947439,1.75929188601028,1.79070781254618,1.82212373908208,1.85353966561798,1.88495559215388,1.91637151868977,1.94778744522567,1.97920337176157,2.01061929829747,2.04203522483337,2.07345115136926,2.10486707790516,2.13628300444106,2.16769893097696,2.19911485751286,2.23053078404875,2.26194671058465,2.29336263712055,2.32477856365645,2.35619449019234,2.38761041672824,2.41902634326414,2.45044226980004,2.48185819633594,2.51327412287183,2.54469004940773,2.57610597594363,2.60752190247953,2.63893782901543,2.67035375555132,2.70176968208722,2.73318560862312,2.76460153515902,2.79601746169492,2.82743338823081,2.85884931476671,2.89026524130261,2.92168116783851,2.95309709437441,2.9845130209103,3.0159289474462,3.0473448739821,3.078760800518,3.1101767270539,3.14159265358979],"y":[-3.67394039744206e-16,-0.0941083133185141,-0.187381314585726,-0.27899110603923,-0.36812455268468,-0.453990499739546,-0.535826794978997,-0.612907053652977,-0.68454710592869,-0.75011106963046,-0.809016994374948,-0.860742027003944,-0.90482705246602,-0.940880768954226,-0.968583161128631,-0.987688340595138,-0.998026728428272,-0.999506560365732,-0.992114701314478,-0.975916761938747,-0.951056516295153,-0.917754625683981,-0.876306680043863,-0.827080574274561,-0.770513242775789,-0.707106781186547,-0.63742398974869,-0.562083377852131,-0.481753674101716,-0.397147890634782,-0.309016994374947,-0.218143241396543,-0.125333233564305,-0.0314107590781279,0.0627905195293133,0.156434465040231,0.248689887164854,0.338737920245291,0.425779291565073,0.509041415750371,0.587785252292474,0.661311865323652,0.728968627421412,0.790155012375691,0.844327925502015,0.891006524188368,0.929776485888252,0.960293685676943,0.982287250728689,0.99556196460308,1,0.99556196460308,0.982287250728688,0.960293685676943,0.929776485888251,0.891006524188368,0.844327925502015,0.79015501237569,0.728968627421412,0.661311865323651,0.587785252292473,0.509041415750371,0.425779291565072,0.338737920245292,0.248689887164855,0.156434465040231,0.0627905195293138,-0.0314107590781282,-0.125333233564304,-0.218143241396543,-0.309016994374948,-0.397147890634781,-0.481753674101715,-0.562083377852131,-0.63742398974869,-0.707106781186548,-0.77051324277579,-0.827080574274562,-0.876306680043864,-0.917754625683981,-0.951056516295154,-0.975916761938747,-0.992114701314478,-0.999506560365732,-0.998026728428272,-0.987688340595138,-0.968583161128631,-0.940880768954226,-0.904827052466019,-0.860742027003944,-0.809016994374947,-0.75011106963046,-0.684547105928689,-0.612907053652976,-0.535826794978997,-0.453990499739547,-0.368124552684678,-0.278991106039229,-0.187381314585725,-0.0941083133185143,0,0.0941083133185143,0.187381314585725,0.278991106039229,0.368124552684678,0.453990499739547,0.535826794978997,0.612907053652976,0.684547105928689,0.75011106963046,0.809016994374947,0.860742027003944,0.904827052466019,0.940880768954226,0.968583161128631,0.987688340595138,0.998026728428272,0.999506560365732,0.992114701314478,0.975916761938747,0.951056516295154,0.917754625683981,0.876306680043864,0.827080574274562,0.77051324277579,0.707106781186548,0.63742398974869,0.562083377852131,0.481753674101715,0.397147890634781,0.309016994374948,0.218143241396543,0.125333233564304,0.0314107590781282,-0.0627905195293138,-0.156434465040231,-0.248689887164855,-0.338737920245292,-0.425779291565072,-0.509041415750371,-0.587785252292473,-0.661311865323651,-0.728968627421412,-0.79015501237569,-0.844327925502015,-0.891006524188368,-0.929776485888251,-0.960293685676943,-0.982287250728688,-0.99556196460308,-1,-0.99556196460308,-0.982287250728689,-0.960293685676943,-0.929776485888252,-0.891006524188368,-0.844327925502015,-0.790155012375691,-0.728968627421412,-0.661311865323652,-0.587785252292474,-0.509041415750371,-0.425779291565073,-0.338737920245291,-0.248689887164854,-0.156434465040231,-0.0627905195293133,0.0314107590781279,0.125333233564305,0.218143241396543,0.309016994374947,0.397147890634782,0.481753674101716,0.562083377852131,0.63742398974869,0.707106781186547,0.770513242775789,0.827080574274561,0.876306680043863,0.917754625683981,0.951056516295153,0.975916761938747,0.992114701314478,0.999506560365732,0.998026728428272,0.987688340595138,0.968583161128631,0.940880768954226,0.90482705246602,0.860742027003944,0.809016994374948,0.75011106963046,0.68454710592869,0.612907053652977,0.535826794978997,0.453990499739546,0.36812455268468,0.27899110603923,0.187381314585726,0.0941083133185141,3.67394039744206e-16],"mode":"lines","name":"sin()","frame":"3","type":"scatter","line":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"4","data":[{"x":[-3.14159265358979,-3.1101767270539,-3.078760800518,-3.0473448739821,-3.0159289474462,-2.9845130209103,-2.95309709437441,-2.92168116783851,-2.89026524130261,-2.85884931476671,-2.82743338823081,-2.79601746169492,-2.76460153515902,-2.73318560862312,-2.70176968208722,-2.67035375555132,-2.63893782901543,-2.60752190247953,-2.57610597594363,-2.54469004940773,-2.51327412287183,-2.48185819633594,-2.45044226980004,-2.41902634326414,-2.38761041672824,-2.35619449019234,-2.32477856365645,-2.29336263712055,-2.26194671058465,-2.23053078404875,-2.19911485751286,-2.16769893097696,-2.13628300444106,-2.10486707790516,-2.07345115136926,-2.04203522483337,-2.01061929829747,-1.97920337176157,-1.94778744522567,-1.91637151868977,-1.88495559215388,-1.85353966561798,-1.82212373908208,-1.79070781254618,-1.75929188601028,-1.72787595947439,-1.69646003293849,-1.66504410640259,-1.63362817986669,-1.60221225333079,-1.5707963267949,-1.539380400259,-1.5079644737231,-1.4765485471872,-1.4451326206513,-1.41371669411541,-1.38230076757951,-1.35088484104361,-1.31946891450771,-1.28805298797181,-1.25663706143592,-1.22522113490002,-1.19380520836412,-1.16238928182822,-1.13097335529233,-1.09955742875643,-1.06814150222053,-1.03672557568463,-1.00530964914873,-0.973893722612836,-0.942477796076938,-0.91106186954104,-0.879645943005142,-0.848230016469244,-0.816814089933346,-0.785398163397448,-0.75398223686155,-0.722566310325652,-0.691150383789754,-0.659734457253857,-0.628318530717959,-0.596902604182061,-0.565486677646163,-0.534070751110265,-0.502654824574367,-0.471238898038469,-0.439822971502571,-0.408407044966673,-0.376991118430775,-0.345575191894877,-0.314159265358979,-0.282743338823081,-0.251327412287183,-0.219911485751286,-0.188495559215388,-0.15707963267949,-0.125663706143592,-0.0942477796076938,-0.0628318530717959,-0.0314159265358979,0,0.0314159265358979,0.0628318530717959,0.0942477796076938,0.125663706143592,0.15707963267949,0.188495559215388,0.219911485751286,0.251327412287183,0.282743338823081,0.314159265358979,0.345575191894877,0.376991118430775,0.408407044966673,0.439822971502571,0.471238898038469,0.502654824574367,0.534070751110265,0.565486677646163,0.596902604182061,0.628318530717959,0.659734457253857,0.691150383789754,0.722566310325652,0.75398223686155,0.785398163397448,0.816814089933346,0.848230016469244,0.879645943005142,0.91106186954104,0.942477796076938,0.973893722612836,1.00530964914873,1.03672557568463,1.06814150222053,1.09955742875643,1.13097335529233,1.16238928182822,1.19380520836412,1.22522113490002,1.25663706143592,1.28805298797181,1.31946891450771,1.35088484104361,1.38230076757951,1.41371669411541,1.4451326206513,1.4765485471872,1.5079644737231,1.539380400259,1.5707963267949,1.60221225333079,1.63362817986669,1.66504410640259,1.69646003293849,1.72787595947439,1.75929188601028,1.79070781254618,1.82212373908208,1.85353966561798,1.88495559215388,1.91637151868977,1.94778744522567,1.97920337176157,2.01061929829747,2.04203522483337,2.07345115136926,2.10486707790516,2.13628300444106,2.16769893097696,2.19911485751286,2.23053078404875,2.26194671058465,2.29336263712055,2.32477856365645,2.35619449019234,2.38761041672824,2.41902634326414,2.45044226980004,2.48185819633594,2.51327412287183,2.54469004940773,2.57610597594363,2.60752190247953,2.63893782901543,2.67035375555132,2.70176968208722,2.73318560862312,2.76460153515902,2.79601746169492,2.82743338823081,2.85884931476671,2.89026524130261,2.92168116783851,2.95309709437441,2.9845130209103,3.0159289474462,3.0473448739821,3.078760800518,3.1101767270539,3.14159265358979],"y":[4.89858719658941e-16,0.125333233564304,0.248689887164856,0.368124552684678,0.481753674101716,0.587785252292473,0.684547105928689,0.77051324277579,0.844327925502016,0.90482705246602,0.951056516295154,0.982287250728689,0.998026728428272,0.998026728428271,0.982287250728688,0.951056516295153,0.90482705246602,0.844327925502016,0.770513242775788,0.684547105928688,0.587785252292473,0.481753674101716,0.368124552684677,0.248689887164855,0.125333233564303,-3.67394039744206e-16,-0.125333233564304,-0.248689887164855,-0.368124552684678,-0.481753674101715,-0.587785252292473,-0.684547105928688,-0.770513242775789,-0.844327925502015,-0.904827052466019,-0.951056516295154,-0.982287250728689,-0.998026728428272,-0.998026728428272,-0.982287250728689,-0.951056516295153,-0.904827052466019,-0.844327925502015,-0.770513242775789,-0.684547105928689,-0.587785252292473,-0.481753674101715,-0.368124552684678,-0.248689887164855,-0.125333233564304,2.44929359829471e-16,0.125333233564305,0.248689887164855,0.368124552684678,0.481753674101716,0.587785252292473,0.684547105928689,0.77051324277579,0.844327925502015,0.90482705246602,0.951056516295154,0.982287250728689,0.998026728428272,0.998026728428272,0.982287250728689,0.951056516295154,0.90482705246602,0.844327925502015,0.770513242775789,0.684547105928688,0.587785252292473,0.481753674101715,0.368124552684678,0.248689887164855,0.125333233564304,-1.22464679914735e-16,-0.125333233564305,-0.248689887164855,-0.368124552684678,-0.481753674101715,-0.587785252292473,-0.684547105928689,-0.770513242775789,-0.844327925502015,-0.904827052466019,-0.951056516295154,-0.982287250728689,-0.998026728428272,-0.998026728428272,-0.982287250728689,-0.951056516295154,-0.90482705246602,-0.844327925502015,-0.770513242775789,-0.684547105928689,-0.587785252292473,-0.481753674101715,-0.368124552684678,-0.248689887164855,-0.125333233564304,0,0.125333233564304,0.248689887164855,0.368124552684678,0.481753674101715,0.587785252292473,0.684547105928689,0.770513242775789,0.844327925502015,0.90482705246602,0.951056516295154,0.982287250728689,0.998026728428272,0.998026728428272,0.982287250728689,0.951056516295154,0.904827052466019,0.844327925502015,0.770513242775789,0.684547105928689,0.587785252292473,0.481753674101715,0.368124552684678,0.248689887164855,0.125333233564305,1.22464679914735e-16,-0.125333233564304,-0.248689887164855,-0.368124552684678,-0.481753674101715,-0.587785252292473,-0.684547105928688,-0.770513242775789,-0.844327925502015,-0.90482705246602,-0.951056516295154,-0.982287250728689,-0.998026728428272,-0.998026728428272,-0.982287250728689,-0.951056516295154,-0.90482705246602,-0.844327925502015,-0.77051324277579,-0.684547105928689,-0.587785252292473,-0.481753674101716,-0.368124552684678,-0.248689887164855,-0.125333233564305,-2.44929359829471e-16,0.125333233564304,0.248689887164855,0.368124552684678,0.481753674101715,0.587785252292473,0.684547105928689,0.770513242775789,0.844327925502015,0.904827052466019,0.951056516295153,0.982287250728689,0.998026728428272,0.998026728428272,0.982287250728689,0.951056516295154,0.904827052466019,0.844327925502015,0.770513242775789,0.684547105928688,0.587785252292473,0.481753674101715,0.368124552684678,0.248689887164855,0.125333233564304,3.67394039744206e-16,-0.125333233564303,-0.248689887164855,-0.368124552684677,-0.481753674101716,-0.587785252292473,-0.684547105928688,-0.770513242775788,-0.844327925502016,-0.90482705246602,-0.951056516295153,-0.982287250728688,-0.998026728428271,-0.998026728428272,-0.982287250728689,-0.951056516295154,-0.90482705246602,-0.844327925502016,-0.77051324277579,-0.684547105928689,-0.587785252292473,-0.481753674101716,-0.368124552684678,-0.248689887164856,-0.125333233564304,-4.89858719658941e-16],"mode":"lines","name":"sin()","frame":"4","type":"scatter","line":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"5","data":[{"x":[-3.14159265358979,-3.1101767270539,-3.078760800518,-3.0473448739821,-3.0159289474462,-2.9845130209103,-2.95309709437441,-2.92168116783851,-2.89026524130261,-2.85884931476671,-2.82743338823081,-2.79601746169492,-2.76460153515902,-2.73318560862312,-2.70176968208722,-2.67035375555132,-2.63893782901543,-2.60752190247953,-2.57610597594363,-2.54469004940773,-2.51327412287183,-2.48185819633594,-2.45044226980004,-2.41902634326414,-2.38761041672824,-2.35619449019234,-2.32477856365645,-2.29336263712055,-2.26194671058465,-2.23053078404875,-2.19911485751286,-2.16769893097696,-2.13628300444106,-2.10486707790516,-2.07345115136926,-2.04203522483337,-2.01061929829747,-1.97920337176157,-1.94778744522567,-1.91637151868977,-1.88495559215388,-1.85353966561798,-1.82212373908208,-1.79070781254618,-1.75929188601028,-1.72787595947439,-1.69646003293849,-1.66504410640259,-1.63362817986669,-1.60221225333079,-1.5707963267949,-1.539380400259,-1.5079644737231,-1.4765485471872,-1.4451326206513,-1.41371669411541,-1.38230076757951,-1.35088484104361,-1.31946891450771,-1.28805298797181,-1.25663706143592,-1.22522113490002,-1.19380520836412,-1.16238928182822,-1.13097335529233,-1.09955742875643,-1.06814150222053,-1.03672557568463,-1.00530964914873,-0.973893722612836,-0.942477796076938,-0.91106186954104,-0.879645943005142,-0.848230016469244,-0.816814089933346,-0.785398163397448,-0.75398223686155,-0.722566310325652,-0.691150383789754,-0.659734457253857,-0.628318530717959,-0.596902604182061,-0.565486677646163,-0.534070751110265,-0.502654824574367,-0.471238898038469,-0.439822971502571,-0.408407044966673,-0.376991118430775,-0.345575191894877,-0.314159265358979,-0.282743338823081,-0.251327412287183,-0.219911485751286,-0.188495559215388,-0.15707963267949,-0.125663706143592,-0.0942477796076938,-0.0628318530717959,-0.0314159265358979,0,0.0314159265358979,0.0628318530717959,0.0942477796076938,0.125663706143592,0.15707963267949,0.188495559215388,0.219911485751286,0.251327412287183,0.282743338823081,0.314159265358979,0.345575191894877,0.376991118430775,0.408407044966673,0.439822971502571,0.471238898038469,0.502654824574367,0.534070751110265,0.565486677646163,0.596902604182061,0.628318530717959,0.659734457253857,0.691150383789754,0.722566310325652,0.75398223686155,0.785398163397448,0.816814089933346,0.848230016469244,0.879645943005142,0.91106186954104,0.942477796076938,0.973893722612836,1.00530964914873,1.03672557568463,1.06814150222053,1.09955742875643,1.13097335529233,1.16238928182822,1.19380520836412,1.22522113490002,1.25663706143592,1.28805298797181,1.31946891450771,1.35088484104361,1.38230076757951,1.41371669411541,1.4451326206513,1.4765485471872,1.5079644737231,1.539380400259,1.5707963267949,1.60221225333079,1.63362817986669,1.66504410640259,1.69646003293849,1.72787595947439,1.75929188601028,1.79070781254618,1.82212373908208,1.85353966561798,1.88495559215388,1.91637151868977,1.94778744522567,1.97920337176157,2.01061929829747,2.04203522483337,2.07345115136926,2.10486707790516,2.13628300444106,2.16769893097696,2.19911485751286,2.23053078404875,2.26194671058465,2.29336263712055,2.32477856365645,2.35619449019234,2.38761041672824,2.41902634326414,2.45044226980004,2.48185819633594,2.51327412287183,2.54469004940773,2.57610597594363,2.60752190247953,2.63893782901543,2.67035375555132,2.70176968208722,2.73318560862312,2.76460153515902,2.79601746169492,2.82743338823081,2.85884931476671,2.89026524130261,2.92168116783851,2.95309709437441,2.9845130209103,3.0159289474462,3.0473448739821,3.078760800518,3.1101767270539,3.14159265358979],"y":[-6.12323399573677e-16,-0.156434465040231,-0.309016994374948,-0.453990499739547,-0.587785252292474,-0.707106781186549,-0.809016994374947,-0.891006524188369,-0.951056516295154,-0.987688340595138,-1,-0.987688340595138,-0.951056516295153,-0.891006524188367,-0.809016994374946,-0.707106781186548,-0.587785252292473,-0.453990499739549,-0.309016994374945,-0.156434465040229,4.89858719658941e-16,0.15643446504023,0.309016994374948,0.453990499739546,0.587785252292473,0.707106781186548,0.809016994374947,0.891006524188368,0.951056516295154,0.987688340595138,1,0.987688340595138,0.951056516295154,0.891006524188368,0.809016994374948,0.707106781186548,0.587785252292473,0.453990499739547,0.309016994374947,0.156434465040231,-2.14375087914446e-15,-0.156434465040232,-0.309016994374948,-0.453990499739548,-0.587785252292473,-0.707106781186548,-0.809016994374948,-0.891006524188368,-0.951056516295154,-0.987688340595138,-1,-0.987688340595138,-0.951056516295153,-0.891006524188368,-0.809016994374947,-0.707106781186547,-0.587785252292473,-0.453990499739546,-0.309016994374947,-0.15643446504023,2.44929359829471e-16,0.156434465040231,0.309016994374948,0.453990499739546,0.587785252292473,0.707106781186548,0.809016994374947,0.891006524188368,0.951056516295154,0.987688340595138,1,0.987688340595138,0.951056516295154,0.891006524188368,0.809016994374947,0.707106781186547,0.587785252292473,0.453990499739546,0.309016994374947,0.156434465040231,-1.22464679914735e-16,-0.156434465040231,-0.309016994374948,-0.453990499739546,-0.587785252292473,-0.707106781186548,-0.809016994374947,-0.891006524188368,-0.951056516295154,-0.987688340595138,-1,-0.987688340595138,-0.951056516295154,-0.891006524188368,-0.809016994374947,-0.707106781186547,-0.587785252292473,-0.453990499739547,-0.309016994374947,-0.156434465040231,0,0.156434465040231,0.309016994374947,0.453990499739547,0.587785252292473,0.707106781186547,0.809016994374947,0.891006524188368,0.951056516295154,0.987688340595138,1,0.987688340595138,0.951056516295154,0.891006524188368,0.809016994374947,0.707106781186548,0.587785252292473,0.453990499739546,0.309016994374948,0.156434465040231,1.22464679914735e-16,-0.156434465040231,-0.309016994374947,-0.453990499739546,-0.587785252292473,-0.707106781186547,-0.809016994374947,-0.891006524188368,-0.951056516295154,-0.987688340595138,-1,-0.987688340595138,-0.951056516295154,-0.891006524188368,-0.809016994374947,-0.707106781186548,-0.587785252292473,-0.453990499739546,-0.309016994374948,-0.156434465040231,-2.44929359829471e-16,0.15643446504023,0.309016994374947,0.453990499739546,0.587785252292473,0.707106781186547,0.809016994374947,0.891006524188368,0.951056516295153,0.987688340595138,1,0.987688340595138,0.951056516295154,0.891006524188368,0.809016994374948,0.707106781186548,0.587785252292473,0.453990499739548,0.309016994374948,0.156434465040232,2.14375087914446e-15,-0.156434465040231,-0.309016994374947,-0.453990499739547,-0.587785252292473,-0.707106781186548,-0.809016994374948,-0.891006524188368,-0.951056516295154,-0.987688340595138,-1,-0.987688340595138,-0.951056516295154,-0.891006524188368,-0.809016994374947,-0.707106781186548,-0.587785252292473,-0.453990499739546,-0.309016994374948,-0.15643446504023,-4.89858719658941e-16,0.156434465040229,0.309016994374945,0.453990499739549,0.587785252292473,0.707106781186548,0.809016994374946,0.891006524188367,0.951056516295153,0.987688340595138,1,0.987688340595138,0.951056516295154,0.891006524188369,0.809016994374947,0.707106781186549,0.587785252292474,0.453990499739547,0.309016994374948,0.156434465040231,6.12323399573677e-16],"mode":"lines","name":"sin()","frame":"5","type":"scatter","line":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"6","data":[{"x":[-3.14159265358979,-3.1101767270539,-3.078760800518,-3.0473448739821,-3.0159289474462,-2.9845130209103,-2.95309709437441,-2.92168116783851,-2.89026524130261,-2.85884931476671,-2.82743338823081,-2.79601746169492,-2.76460153515902,-2.73318560862312,-2.70176968208722,-2.67035375555132,-2.63893782901543,-2.60752190247953,-2.57610597594363,-2.54469004940773,-2.51327412287183,-2.48185819633594,-2.45044226980004,-2.41902634326414,-2.38761041672824,-2.35619449019234,-2.32477856365645,-2.29336263712055,-2.26194671058465,-2.23053078404875,-2.19911485751286,-2.16769893097696,-2.13628300444106,-2.10486707790516,-2.07345115136926,-2.04203522483337,-2.01061929829747,-1.97920337176157,-1.94778744522567,-1.91637151868977,-1.88495559215388,-1.85353966561798,-1.82212373908208,-1.79070781254618,-1.75929188601028,-1.72787595947439,-1.69646003293849,-1.66504410640259,-1.63362817986669,-1.60221225333079,-1.5707963267949,-1.539380400259,-1.5079644737231,-1.4765485471872,-1.4451326206513,-1.41371669411541,-1.38230076757951,-1.35088484104361,-1.31946891450771,-1.28805298797181,-1.25663706143592,-1.22522113490002,-1.19380520836412,-1.16238928182822,-1.13097335529233,-1.09955742875643,-1.06814150222053,-1.03672557568463,-1.00530964914873,-0.973893722612836,-0.942477796076938,-0.91106186954104,-0.879645943005142,-0.848230016469244,-0.816814089933346,-0.785398163397448,-0.75398223686155,-0.722566310325652,-0.691150383789754,-0.659734457253857,-0.628318530717959,-0.596902604182061,-0.565486677646163,-0.534070751110265,-0.502654824574367,-0.471238898038469,-0.439822971502571,-0.408407044966673,-0.376991118430775,-0.345575191894877,-0.314159265358979,-0.282743338823081,-0.251327412287183,-0.219911485751286,-0.188495559215388,-0.15707963267949,-0.125663706143592,-0.0942477796076938,-0.0628318530717959,-0.0314159265358979,0,0.0314159265358979,0.0628318530717959,0.0942477796076938,0.125663706143592,0.15707963267949,0.188495559215388,0.219911485751286,0.251327412287183,0.282743338823081,0.314159265358979,0.345575191894877,0.376991118430775,0.408407044966673,0.439822971502571,0.471238898038469,0.502654824574367,0.534070751110265,0.565486677646163,0.596902604182061,0.628318530717959,0.659734457253857,0.691150383789754,0.722566310325652,0.75398223686155,0.785398163397448,0.816814089933346,0.848230016469244,0.879645943005142,0.91106186954104,0.942477796076938,0.973893722612836,1.00530964914873,1.03672557568463,1.06814150222053,1.09955742875643,1.13097335529233,1.16238928182822,1.19380520836412,1.22522113490002,1.25663706143592,1.28805298797181,1.31946891450771,1.35088484104361,1.38230076757951,1.41371669411541,1.4451326206513,1.4765485471872,1.5079644737231,1.539380400259,1.5707963267949,1.60221225333079,1.63362817986669,1.66504410640259,1.69646003293849,1.72787595947439,1.75929188601028,1.79070781254618,1.82212373908208,1.85353966561798,1.88495559215388,1.91637151868977,1.94778744522567,1.97920337176157,2.01061929829747,2.04203522483337,2.07345115136926,2.10486707790516,2.13628300444106,2.16769893097696,2.19911485751286,2.23053078404875,2.26194671058465,2.29336263712055,2.32477856365645,2.35619449019234,2.38761041672824,2.41902634326414,2.45044226980004,2.48185819633594,2.51327412287183,2.54469004940773,2.57610597594363,2.60752190247953,2.63893782901543,2.67035375555132,2.70176968208722,2.73318560862312,2.76460153515902,2.79601746169492,2.82743338823081,2.85884931476671,2.89026524130261,2.92168116783851,2.95309709437441,2.9845130209103,3.0159289474462,3.0473448739821,3.078760800518,3.1101767270539,3.14159265358979],"y":[7.34788079488412e-16,0.187381314585724,0.36812455268468,0.535826794978998,0.684547105928691,0.809016994374947,0.90482705246602,0.968583161128631,0.998026728428272,0.992114701314478,0.951056516295153,0.876306680043864,0.770513242775788,0.637423989748686,0.481753674101715,0.309016994374945,0.125333233564305,-0.0627905195293119,-0.248689887164857,-0.425779291565074,-0.587785252292474,-0.728968627421411,-0.844327925502016,-0.929776485888252,-0.982287250728689,-1,-0.982287250728689,-0.929776485888251,-0.844327925502016,-0.728968627421413,-0.587785252292473,-0.425779291565073,-0.248689887164856,-0.0627905195293125,0.125333233564304,0.309016994374948,0.481753674101715,0.63742398974869,0.77051324277579,0.876306680043863,0.951056516295154,0.992114701314478,0.998026728428272,0.968583161128631,0.90482705246602,0.809016994374947,0.684547105928688,0.535826794978997,0.368124552684679,0.187381314585725,-3.67394039744206e-16,-0.187381314585726,-0.36812455268468,-0.535826794978997,-0.68454710592869,-0.809016994374948,-0.90482705246602,-0.968583161128631,-0.998026728428272,-0.992114701314478,-0.951056516295153,-0.876306680043863,-0.770513242775789,-0.63742398974869,-0.481753674101716,-0.309016994374947,-0.125333233564305,0.0627905195293133,0.248689887164854,0.425779291565073,0.587785252292474,0.728968627421412,0.844327925502015,0.929776485888252,0.982287250728689,1,0.982287250728688,0.929776485888251,0.844327925502015,0.728968627421412,0.587785252292473,0.425779291565072,0.248689887164855,0.0627905195293138,-0.125333233564304,-0.309016994374948,-0.481753674101715,-0.63742398974869,-0.77051324277579,-0.876306680043864,-0.951056516295154,-0.992114701314478,-0.998026728428272,-0.968583161128631,-0.904827052466019,-0.809016994374947,-0.684547105928689,-0.535826794978997,-0.368124552684678,-0.187381314585725,0,0.187381314585725,0.368124552684678,0.535826794978997,0.684547105928689,0.809016994374947,0.904827052466019,0.968583161128631,0.998026728428272,0.992114701314478,0.951056516295154,0.876306680043864,0.77051324277579,0.63742398974869,0.481753674101715,0.309016994374948,0.125333233564304,-0.0627905195293138,-0.248689887164855,-0.425779291565072,-0.587785252292473,-0.728968627421412,-0.844327925502015,-0.929776485888251,-0.982287250728688,-1,-0.982287250728689,-0.929776485888252,-0.844327925502015,-0.728968627421412,-0.587785252292474,-0.425779291565073,-0.248689887164854,-0.0627905195293133,0.125333233564305,0.309016994374947,0.481753674101716,0.63742398974869,0.770513242775789,0.876306680043863,0.951056516295153,0.992114701314478,0.998026728428272,0.968583161128631,0.90482705246602,0.809016994374948,0.68454710592869,0.535826794978997,0.36812455268468,0.187381314585726,3.67394039744206e-16,-0.187381314585725,-0.368124552684679,-0.535826794978997,-0.684547105928688,-0.809016994374947,-0.90482705246602,-0.968583161128631,-0.998026728428272,-0.992114701314478,-0.951056516295154,-0.876306680043863,-0.77051324277579,-0.63742398974869,-0.481753674101715,-0.309016994374948,-0.125333233564304,0.0627905195293125,0.248689887164856,0.425779291565073,0.587785252292473,0.728968627421413,0.844327925502016,0.929776485888251,0.982287250728689,1,0.982287250728689,0.929776485888252,0.844327925502016,0.728968627421411,0.587785252292474,0.425779291565074,0.248689887164857,0.0627905195293119,-0.125333233564305,-0.309016994374945,-0.481753674101715,-0.637423989748686,-0.770513242775788,-0.876306680043864,-0.951056516295153,-0.992114701314478,-0.998026728428272,-0.968583161128631,-0.90482705246602,-0.809016994374947,-0.684547105928691,-0.535826794978998,-0.36812455268468,-0.187381314585724,-7.34788079488412e-16],"mode":"lines","name":"sin()","frame":"6","type":"scatter","line":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"7","data":[{"x":[-3.14159265358979,-3.1101767270539,-3.078760800518,-3.0473448739821,-3.0159289474462,-2.9845130209103,-2.95309709437441,-2.92168116783851,-2.89026524130261,-2.85884931476671,-2.82743338823081,-2.79601746169492,-2.76460153515902,-2.73318560862312,-2.70176968208722,-2.67035375555132,-2.63893782901543,-2.60752190247953,-2.57610597594363,-2.54469004940773,-2.51327412287183,-2.48185819633594,-2.45044226980004,-2.41902634326414,-2.38761041672824,-2.35619449019234,-2.32477856365645,-2.29336263712055,-2.26194671058465,-2.23053078404875,-2.19911485751286,-2.16769893097696,-2.13628300444106,-2.10486707790516,-2.07345115136926,-2.04203522483337,-2.01061929829747,-1.97920337176157,-1.94778744522567,-1.91637151868977,-1.88495559215388,-1.85353966561798,-1.82212373908208,-1.79070781254618,-1.75929188601028,-1.72787595947439,-1.69646003293849,-1.66504410640259,-1.63362817986669,-1.60221225333079,-1.5707963267949,-1.539380400259,-1.5079644737231,-1.4765485471872,-1.4451326206513,-1.41371669411541,-1.38230076757951,-1.35088484104361,-1.31946891450771,-1.28805298797181,-1.25663706143592,-1.22522113490002,-1.19380520836412,-1.16238928182822,-1.13097335529233,-1.09955742875643,-1.06814150222053,-1.03672557568463,-1.00530964914873,-0.973893722612836,-0.942477796076938,-0.91106186954104,-0.879645943005142,-0.848230016469244,-0.816814089933346,-0.785398163397448,-0.75398223686155,-0.722566310325652,-0.691150383789754,-0.659734457253857,-0.628318530717959,-0.596902604182061,-0.565486677646163,-0.534070751110265,-0.502654824574367,-0.471238898038469,-0.439822971502571,-0.408407044966673,-0.376991118430775,-0.345575191894877,-0.314159265358979,-0.282743338823081,-0.251327412287183,-0.219911485751286,-0.188495559215388,-0.15707963267949,-0.125663706143592,-0.0942477796076938,-0.0628318530717959,-0.0314159265358979,0,0.0314159265358979,0.0628318530717959,0.0942477796076938,0.125663706143592,0.15707963267949,0.188495559215388,0.219911485751286,0.251327412287183,0.282743338823081,0.314159265358979,0.345575191894877,0.376991118430775,0.408407044966673,0.439822971502571,0.471238898038469,0.502654824574367,0.534070751110265,0.565486677646163,0.596902604182061,0.628318530717959,0.659734457253857,0.691150383789754,0.722566310325652,0.75398223686155,0.785398163397448,0.816814089933346,0.848230016469244,0.879645943005142,0.91106186954104,0.942477796076938,0.973893722612836,1.00530964914873,1.03672557568463,1.06814150222053,1.09955742875643,1.13097335529233,1.16238928182822,1.19380520836412,1.22522113490002,1.25663706143592,1.28805298797181,1.31946891450771,1.35088484104361,1.38230076757951,1.41371669411541,1.4451326206513,1.4765485471872,1.5079644737231,1.539380400259,1.5707963267949,1.60221225333079,1.63362817986669,1.66504410640259,1.69646003293849,1.72787595947439,1.75929188601028,1.79070781254618,1.82212373908208,1.85353966561798,1.88495559215388,1.91637151868977,1.94778744522567,1.97920337176157,2.01061929829747,2.04203522483337,2.07345115136926,2.10486707790516,2.13628300444106,2.16769893097696,2.19911485751286,2.23053078404875,2.26194671058465,2.29336263712055,2.32477856365645,2.35619449019234,2.38761041672824,2.41902634326414,2.45044226980004,2.48185819633594,2.51327412287183,2.54469004940773,2.57610597594363,2.60752190247953,2.63893782901543,2.67035375555132,2.70176968208722,2.73318560862312,2.76460153515902,2.79601746169492,2.82743338823081,2.85884931476671,2.89026524130261,2.92168116783851,2.95309709437441,2.9845130209103,3.0159289474462,3.0473448739821,3.078760800518,3.1101767270539,3.14159265358979],"y":[-8.57252759403147e-16,-0.218143241396544,-0.425779291565074,-0.612907053652976,-0.770513242775791,-0.891006524188368,-0.968583161128631,-0.999506560365732,-0.982287250728688,-0.91775462568398,-0.809016994374946,-0.661311865323652,-0.481753674101715,-0.278991106039225,-0.0627905195293123,0.156434465040232,0.368124552684677,0.56208337785213,0.728968627421414,0.860742027003946,0.951056516295154,0.99556196460308,0.992114701314478,0.940880768954226,0.844327925502014,0.707106781186548,0.535826794978996,0.338737920245291,0.125333233564305,-0.0941083133185126,-0.309016994374948,-0.509041415750371,-0.684547105928687,-0.827080574274562,-0.929776485888251,-0.987688340595138,-0.998026728428272,-0.960293685676943,-0.876306680043863,-0.75011106963046,-0.587785252292471,-0.39714789063478,-0.187381314585725,0.0314107590781304,0.248689887164856,0.453990499739546,0.63742398974869,0.79015501237569,0.904827052466019,0.975916761938747,1,0.975916761938747,0.904827052466019,0.79015501237569,0.637423989748689,0.453990499739546,0.248689887164855,0.0314107590781278,-0.187381314585724,-0.397147890634782,-0.587785252292473,-0.75011106963046,-0.876306680043864,-0.960293685676943,-0.998026728428272,-0.987688340595138,-0.929776485888252,-0.827080574274562,-0.684547105928689,-0.509041415750371,-0.309016994374946,-0.0941083133185144,0.125333233564305,0.338737920245291,0.535826794978996,0.707106781186548,0.844327925502016,0.940880768954226,0.992114701314478,0.99556196460308,0.951056516295154,0.860742027003943,0.728968627421412,0.562083377852131,0.368124552684678,0.15643446504023,-0.0627905195293136,-0.278991106039229,-0.481753674101716,-0.661311865323652,-0.809016994374947,-0.917754625683981,-0.982287250728689,-0.999506560365732,-0.968583161128631,-0.891006524188368,-0.770513242775789,-0.612907053652976,-0.425779291565073,-0.218143241396543,0,0.218143241396543,0.425779291565073,0.612907053652976,0.770513242775789,0.891006524188368,0.968583161128631,0.999506560365732,0.982287250728689,0.917754625683981,0.809016994374947,0.661311865323652,0.481753674101716,0.278991106039229,0.0627905195293136,-0.15643446504023,-0.368124552684678,-0.562083377852131,-0.728968627421412,-0.860742027003943,-0.951056516295154,-0.99556196460308,-0.992114701314478,-0.940880768954226,-0.844327925502016,-0.707106781186548,-0.535826794978996,-0.338737920245291,-0.125333233564305,0.0941083133185144,0.309016994374946,0.509041415750371,0.684547105928689,0.827080574274562,0.929776485888252,0.987688340595138,0.998026728428272,0.960293685676943,0.876306680043864,0.75011106963046,0.587785252292473,0.397147890634782,0.187381314585724,-0.0314107590781278,-0.248689887164855,-0.453990499739546,-0.637423989748689,-0.79015501237569,-0.904827052466019,-0.975916761938747,-1,-0.975916761938747,-0.904827052466019,-0.79015501237569,-0.63742398974869,-0.453990499739546,-0.248689887164856,-0.0314107590781304,0.187381314585725,0.39714789063478,0.587785252292471,0.75011106963046,0.876306680043863,0.960293685676943,0.998026728428272,0.987688340595138,0.929776485888251,0.827080574274562,0.684547105928687,0.509041415750371,0.309016994374948,0.0941083133185126,-0.125333233564305,-0.338737920245291,-0.535826794978996,-0.707106781186548,-0.844327925502014,-0.940880768954226,-0.992114701314478,-0.99556196460308,-0.951056516295154,-0.860742027003946,-0.728968627421414,-0.56208337785213,-0.368124552684677,-0.156434465040232,0.0627905195293123,0.278991106039225,0.481753674101715,0.661311865323652,0.809016994374946,0.91775462568398,0.982287250728688,0.999506560365732,0.968583161128631,0.891006524188368,0.770513242775791,0.612907053652976,0.425779291565074,0.218143241396544,8.57252759403147e-16],"mode":"lines","name":"sin()","frame":"7","type":"scatter","line":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"8","data":[{"x":[-3.14159265358979,-3.1101767270539,-3.078760800518,-3.0473448739821,-3.0159289474462,-2.9845130209103,-2.95309709437441,-2.92168116783851,-2.89026524130261,-2.85884931476671,-2.82743338823081,-2.79601746169492,-2.76460153515902,-2.73318560862312,-2.70176968208722,-2.67035375555132,-2.63893782901543,-2.60752190247953,-2.57610597594363,-2.54469004940773,-2.51327412287183,-2.48185819633594,-2.45044226980004,-2.41902634326414,-2.38761041672824,-2.35619449019234,-2.32477856365645,-2.29336263712055,-2.26194671058465,-2.23053078404875,-2.19911485751286,-2.16769893097696,-2.13628300444106,-2.10486707790516,-2.07345115136926,-2.04203522483337,-2.01061929829747,-1.97920337176157,-1.94778744522567,-1.91637151868977,-1.88495559215388,-1.85353966561798,-1.82212373908208,-1.79070781254618,-1.75929188601028,-1.72787595947439,-1.69646003293849,-1.66504410640259,-1.63362817986669,-1.60221225333079,-1.5707963267949,-1.539380400259,-1.5079644737231,-1.4765485471872,-1.4451326206513,-1.41371669411541,-1.38230076757951,-1.35088484104361,-1.31946891450771,-1.28805298797181,-1.25663706143592,-1.22522113490002,-1.19380520836412,-1.16238928182822,-1.13097335529233,-1.09955742875643,-1.06814150222053,-1.03672557568463,-1.00530964914873,-0.973893722612836,-0.942477796076938,-0.91106186954104,-0.879645943005142,-0.848230016469244,-0.816814089933346,-0.785398163397448,-0.75398223686155,-0.722566310325652,-0.691150383789754,-0.659734457253857,-0.628318530717959,-0.596902604182061,-0.565486677646163,-0.534070751110265,-0.502654824574367,-0.471238898038469,-0.439822971502571,-0.408407044966673,-0.376991118430775,-0.345575191894877,-0.314159265358979,-0.282743338823081,-0.251327412287183,-0.219911485751286,-0.188495559215388,-0.15707963267949,-0.125663706143592,-0.0942477796076938,-0.0628318530717959,-0.0314159265358979,0,0.0314159265358979,0.0628318530717959,0.0942477796076938,0.125663706143592,0.15707963267949,0.188495559215388,0.219911485751286,0.251327412287183,0.282743338823081,0.314159265358979,0.345575191894877,0.376991118430775,0.408407044966673,0.439822971502571,0.471238898038469,0.502654824574367,0.534070751110265,0.565486677646163,0.596902604182061,0.628318530717959,0.659734457253857,0.691150383789754,0.722566310325652,0.75398223686155,0.785398163397448,0.816814089933346,0.848230016469244,0.879645943005142,0.91106186954104,0.942477796076938,0.973893722612836,1.00530964914873,1.03672557568463,1.06814150222053,1.09955742875643,1.13097335529233,1.16238928182822,1.19380520836412,1.22522113490002,1.25663706143592,1.28805298797181,1.31946891450771,1.35088484104361,1.38230076757951,1.41371669411541,1.4451326206513,1.4765485471872,1.5079644737231,1.539380400259,1.5707963267949,1.60221225333079,1.63362817986669,1.66504410640259,1.69646003293849,1.72787595947439,1.75929188601028,1.79070781254618,1.82212373908208,1.85353966561798,1.88495559215388,1.91637151868977,1.94778744522567,1.97920337176157,2.01061929829747,2.04203522483337,2.07345115136926,2.10486707790516,2.13628300444106,2.16769893097696,2.19911485751286,2.23053078404875,2.26194671058465,2.29336263712055,2.32477856365645,2.35619449019234,2.38761041672824,2.41902634326414,2.45044226980004,2.48185819633594,2.51327412287183,2.54469004940773,2.57610597594363,2.60752190247953,2.63893782901543,2.67035375555132,2.70176968208722,2.73318560862312,2.76460153515902,2.79601746169492,2.82743338823081,2.85884931476671,2.89026524130261,2.92168116783851,2.95309709437441,2.9845130209103,3.0159289474462,3.0473448739821,3.078760800518,3.1101767270539,3.14159265358979],"y":[9.79717439317883e-16,0.248689887164854,0.481753674101717,0.684547105928689,0.844327925502016,0.951056516295154,0.998026728428272,0.982287250728688,0.904827052466018,0.770513242775788,0.587785252292472,0.368124552684678,0.125333233564303,-0.125333233564308,-0.36812455268468,-0.587785252292474,-0.770513242775789,-0.904827052466019,-0.982287250728689,-0.998026728428271,-0.951056516295153,-0.844327925502015,-0.684547105928688,-0.481753674101715,-0.248689887164853,7.34788079488412e-16,0.248689887164854,0.481753674101717,0.684547105928689,0.844327925502014,0.951056516295154,0.998026728428272,0.982287250728689,0.90482705246602,0.77051324277579,0.587785252292473,0.368124552684679,0.125333233564305,-0.125333233564306,-0.368124552684678,-0.587785252292475,-0.77051324277579,-0.904827052466019,-0.982287250728689,-0.998026728428272,-0.951056516295153,-0.844327925502015,-0.684547105928689,-0.481753674101715,-0.248689887164855,4.89858719658941e-16,0.248689887164856,0.481753674101716,0.684547105928689,0.844327925502016,0.951056516295154,0.998026728428272,0.982287250728688,0.90482705246602,0.770513242775788,0.587785252292473,0.368124552684677,0.125333233564303,-0.125333233564304,-0.368124552684678,-0.587785252292473,-0.770513242775789,-0.904827052466019,-0.982287250728689,-0.998026728428272,-0.951056516295153,-0.844327925502015,-0.684547105928689,-0.481753674101715,-0.248689887164855,2.44929359829471e-16,0.248689887164855,0.481753674101716,0.684547105928689,0.844327925502015,0.951056516295154,0.998026728428272,0.982287250728689,0.90482705246602,0.770513242775789,0.587785252292473,0.368124552684678,0.125333233564304,-0.125333233564305,-0.368124552684678,-0.587785252292473,-0.770513242775789,-0.904827052466019,-0.982287250728689,-0.998026728428272,-0.951056516295154,-0.844327925502015,-0.684547105928689,-0.481753674101715,-0.248689887164855,0,0.248689887164855,0.481753674101715,0.684547105928689,0.844327925502015,0.951056516295154,0.998026728428272,0.982287250728689,0.904827052466019,0.770513242775789,0.587785252292473,0.368124552684678,0.125333233564305,-0.125333233564304,-0.368124552684678,-0.587785252292473,-0.770513242775789,-0.90482705246602,-0.982287250728689,-0.998026728428272,-0.951056516295154,-0.844327925502015,-0.684547105928689,-0.481753674101716,-0.248689887164855,-2.44929359829471e-16,0.248689887164855,0.481753674101715,0.684547105928689,0.844327925502015,0.951056516295153,0.998026728428272,0.982287250728689,0.904827052466019,0.770513242775789,0.587785252292473,0.368124552684678,0.125333233564304,-0.125333233564303,-0.368124552684677,-0.587785252292473,-0.770513242775788,-0.90482705246602,-0.982287250728688,-0.998026728428272,-0.951056516295154,-0.844327925502016,-0.684547105928689,-0.481753674101716,-0.248689887164856,-4.89858719658941e-16,0.248689887164855,0.481753674101715,0.684547105928689,0.844327925502015,0.951056516295153,0.998026728428272,0.982287250728689,0.904827052466019,0.77051324277579,0.587785252292475,0.368124552684678,0.125333233564306,-0.125333233564305,-0.368124552684679,-0.587785252292473,-0.77051324277579,-0.90482705246602,-0.982287250728689,-0.998026728428272,-0.951056516295154,-0.844327925502014,-0.684547105928689,-0.481753674101717,-0.248689887164854,-7.34788079488412e-16,0.248689887164853,0.481753674101715,0.684547105928688,0.844327925502015,0.951056516295153,0.998026728428271,0.982287250728689,0.904827052466019,0.770513242775789,0.587785252292474,0.36812455268468,0.125333233564308,-0.125333233564303,-0.368124552684678,-0.587785252292472,-0.770513242775788,-0.904827052466018,-0.982287250728688,-0.998026728428272,-0.951056516295154,-0.844327925502016,-0.684547105928689,-0.481753674101717,-0.248689887164854,-9.79717439317883e-16],"mode":"lines","name":"sin()","frame":"8","type":"scatter","line":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"9","data":[{"x":[-3.14159265358979,-3.1101767270539,-3.078760800518,-3.0473448739821,-3.0159289474462,-2.9845130209103,-2.95309709437441,-2.92168116783851,-2.89026524130261,-2.85884931476671,-2.82743338823081,-2.79601746169492,-2.76460153515902,-2.73318560862312,-2.70176968208722,-2.67035375555132,-2.63893782901543,-2.60752190247953,-2.57610597594363,-2.54469004940773,-2.51327412287183,-2.48185819633594,-2.45044226980004,-2.41902634326414,-2.38761041672824,-2.35619449019234,-2.32477856365645,-2.29336263712055,-2.26194671058465,-2.23053078404875,-2.19911485751286,-2.16769893097696,-2.13628300444106,-2.10486707790516,-2.07345115136926,-2.04203522483337,-2.01061929829747,-1.97920337176157,-1.94778744522567,-1.91637151868977,-1.88495559215388,-1.85353966561798,-1.82212373908208,-1.79070781254618,-1.75929188601028,-1.72787595947439,-1.69646003293849,-1.66504410640259,-1.63362817986669,-1.60221225333079,-1.5707963267949,-1.539380400259,-1.5079644737231,-1.4765485471872,-1.4451326206513,-1.41371669411541,-1.38230076757951,-1.35088484104361,-1.31946891450771,-1.28805298797181,-1.25663706143592,-1.22522113490002,-1.19380520836412,-1.16238928182822,-1.13097335529233,-1.09955742875643,-1.06814150222053,-1.03672557568463,-1.00530964914873,-0.973893722612836,-0.942477796076938,-0.91106186954104,-0.879645943005142,-0.848230016469244,-0.816814089933346,-0.785398163397448,-0.75398223686155,-0.722566310325652,-0.691150383789754,-0.659734457253857,-0.628318530717959,-0.596902604182061,-0.565486677646163,-0.534070751110265,-0.502654824574367,-0.471238898038469,-0.439822971502571,-0.408407044966673,-0.376991118430775,-0.345575191894877,-0.314159265358979,-0.282743338823081,-0.251327412287183,-0.219911485751286,-0.188495559215388,-0.15707963267949,-0.125663706143592,-0.0942477796076938,-0.0628318530717959,-0.0314159265358979,0,0.0314159265358979,0.0628318530717959,0.0942477796076938,0.125663706143592,0.15707963267949,0.188495559215388,0.219911485751286,0.251327412287183,0.282743338823081,0.314159265358979,0.345575191894877,0.376991118430775,0.408407044966673,0.439822971502571,0.471238898038469,0.502654824574367,0.534070751110265,0.565486677646163,0.596902604182061,0.628318530717959,0.659734457253857,0.691150383789754,0.722566310325652,0.75398223686155,0.785398163397448,0.816814089933346,0.848230016469244,0.879645943005142,0.91106186954104,0.942477796076938,0.973893722612836,1.00530964914873,1.03672557568463,1.06814150222053,1.09955742875643,1.13097335529233,1.16238928182822,1.19380520836412,1.22522113490002,1.25663706143592,1.28805298797181,1.31946891450771,1.35088484104361,1.38230076757951,1.41371669411541,1.4451326206513,1.4765485471872,1.5079644737231,1.539380400259,1.5707963267949,1.60221225333079,1.63362817986669,1.66504410640259,1.69646003293849,1.72787595947439,1.75929188601028,1.79070781254618,1.82212373908208,1.85353966561798,1.88495559215388,1.91637151868977,1.94778744522567,1.97920337176157,2.01061929829747,2.04203522483337,2.07345115136926,2.10486707790516,2.13628300444106,2.16769893097696,2.19911485751286,2.23053078404875,2.26194671058465,2.29336263712055,2.32477856365645,2.35619449019234,2.38761041672824,2.41902634326414,2.45044226980004,2.48185819633594,2.51327412287183,2.54469004940773,2.57610597594363,2.60752190247953,2.63893782901543,2.67035375555132,2.70176968208722,2.73318560862312,2.76460153515902,2.79601746169492,2.82743338823081,2.85884931476671,2.89026524130261,2.92168116783851,2.95309709437441,2.9845130209103,3.0159289474462,3.0473448739821,3.078760800518,3.1101767270539,3.14159265358979],"y":[-1.10218211923262e-15,-0.278991106039227,-0.535826794978998,-0.750111069630461,-0.90482705246602,-0.987688340595138,-0.992114701314478,-0.91775462568398,-0.770513242775785,-0.562083377852128,-0.309016994374948,-0.0314107590781289,0.248689887164858,0.509041415750374,0.728968627421414,0.891006524188368,0.982287250728689,0.99556196460308,0.92977648588825,0.79015501237569,0.587785252292472,0.33873792024529,0.0627905195293122,-0.218143241396544,-0.481753674101717,-0.707106781186549,-0.876306680043863,-0.975916761938748,-0.998026728428272,-0.940880768954226,-0.809016994374946,-0.612907053652977,-0.368124552684682,-0.0941083133185148,0.187381314585724,0.453990499739547,0.684547105928689,0.860742027003944,0.968583161128631,0.999506560365731,0.951056516295152,0.827080574274561,0.637423989748689,0.39714789063478,0.125333233564305,-0.156434465040232,-0.425779291565074,-0.661311865323652,-0.844327925502015,-0.960293685676943,-1,-0.960293685676943,-0.844327925502015,-0.661311865323652,-0.42577929156507,-0.156434465040231,0.125333233564306,0.397147890634782,0.63742398974869,0.827080574274563,0.951056516295154,0.999506560365732,0.968583161128631,0.860742027003944,0.684547105928689,0.453990499739546,0.187381314585727,-0.0941083133185141,-0.368124552684678,-0.612907053652977,-0.809016994374949,-0.940880768954226,-0.998026728428272,-0.975916761938747,-0.876306680043863,-0.707106781186547,-0.481753674101715,-0.218143241396541,0.0627905195293142,0.338737920245291,0.587785252292473,0.790155012375691,0.929776485888251,0.99556196460308,0.982287250728689,0.891006524188367,0.728968627421412,0.509041415750371,0.248689887164855,-0.0314107590781287,-0.309016994374948,-0.56208337785213,-0.770513242775789,-0.917754625683981,-0.992114701314478,-0.987688340595138,-0.90482705246602,-0.750111069630459,-0.535826794978997,-0.278991106039229,0,0.278991106039229,0.535826794978997,0.750111069630459,0.90482705246602,0.987688340595138,0.992114701314478,0.917754625683981,0.770513242775789,0.56208337785213,0.309016994374948,0.0314107590781287,-0.248689887164855,-0.509041415750371,-0.728968627421412,-0.891006524188367,-0.982287250728689,-0.99556196460308,-0.929776485888251,-0.790155012375691,-0.587785252292473,-0.338737920245291,-0.0627905195293142,0.218143241396541,0.481753674101715,0.707106781186547,0.876306680043863,0.975916761938747,0.998026728428272,0.940880768954226,0.809016994374949,0.612907053652977,0.368124552684678,0.0941083133185141,-0.187381314585727,-0.453990499739546,-0.684547105928689,-0.860742027003944,-0.968583161128631,-0.999506560365732,-0.951056516295154,-0.827080574274563,-0.63742398974869,-0.397147890634782,-0.125333233564306,0.156434465040231,0.42577929156507,0.661311865323652,0.844327925502015,0.960293685676943,1,0.960293685676943,0.844327925502015,0.661311865323652,0.425779291565074,0.156434465040232,-0.125333233564305,-0.39714789063478,-0.637423989748689,-0.827080574274561,-0.951056516295152,-0.999506560365731,-0.968583161128631,-0.860742027003944,-0.684547105928689,-0.453990499739547,-0.187381314585724,0.0941083133185148,0.368124552684682,0.612907053652977,0.809016994374946,0.940880768954226,0.998026728428272,0.975916761938748,0.876306680043863,0.707106781186549,0.481753674101717,0.218143241396544,-0.0627905195293122,-0.33873792024529,-0.587785252292472,-0.79015501237569,-0.92977648588825,-0.99556196460308,-0.982287250728689,-0.891006524188368,-0.728968627421414,-0.509041415750374,-0.248689887164858,0.0314107590781289,0.309016994374948,0.562083377852128,0.770513242775785,0.91775462568398,0.992114701314478,0.987688340595138,0.90482705246602,0.750111069630461,0.535826794978998,0.278991106039227,1.10218211923262e-15],"mode":"lines","name":"sin()","frame":"9","type":"scatter","line":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"10","data":[{"x":[-3.14159265358979,-3.1101767270539,-3.078760800518,-3.0473448739821,-3.0159289474462,-2.9845130209103,-2.95309709437441,-2.92168116783851,-2.89026524130261,-2.85884931476671,-2.82743338823081,-2.79601746169492,-2.76460153515902,-2.73318560862312,-2.70176968208722,-2.67035375555132,-2.63893782901543,-2.60752190247953,-2.57610597594363,-2.54469004940773,-2.51327412287183,-2.48185819633594,-2.45044226980004,-2.41902634326414,-2.38761041672824,-2.35619449019234,-2.32477856365645,-2.29336263712055,-2.26194671058465,-2.23053078404875,-2.19911485751286,-2.16769893097696,-2.13628300444106,-2.10486707790516,-2.07345115136926,-2.04203522483337,-2.01061929829747,-1.97920337176157,-1.94778744522567,-1.91637151868977,-1.88495559215388,-1.85353966561798,-1.82212373908208,-1.79070781254618,-1.75929188601028,-1.72787595947439,-1.69646003293849,-1.66504410640259,-1.63362817986669,-1.60221225333079,-1.5707963267949,-1.539380400259,-1.5079644737231,-1.4765485471872,-1.4451326206513,-1.41371669411541,-1.38230076757951,-1.35088484104361,-1.31946891450771,-1.28805298797181,-1.25663706143592,-1.22522113490002,-1.19380520836412,-1.16238928182822,-1.13097335529233,-1.09955742875643,-1.06814150222053,-1.03672557568463,-1.00530964914873,-0.973893722612836,-0.942477796076938,-0.91106186954104,-0.879645943005142,-0.848230016469244,-0.816814089933346,-0.785398163397448,-0.75398223686155,-0.722566310325652,-0.691150383789754,-0.659734457253857,-0.628318530717959,-0.596902604182061,-0.565486677646163,-0.534070751110265,-0.502654824574367,-0.471238898038469,-0.439822971502571,-0.408407044966673,-0.376991118430775,-0.345575191894877,-0.314159265358979,-0.282743338823081,-0.251327412287183,-0.219911485751286,-0.188495559215388,-0.15707963267949,-0.125663706143592,-0.0942477796076938,-0.0628318530717959,-0.0314159265358979,0,0.0314159265358979,0.0628318530717959,0.0942477796076938,0.125663706143592,0.15707963267949,0.188495559215388,0.219911485751286,0.251327412287183,0.282743338823081,0.314159265358979,0.345575191894877,0.376991118430775,0.408407044966673,0.439822971502571,0.471238898038469,0.502654824574367,0.534070751110265,0.565486677646163,0.596902604182061,0.628318530717959,0.659734457253857,0.691150383789754,0.722566310325652,0.75398223686155,0.785398163397448,0.816814089933346,0.848230016469244,0.879645943005142,0.91106186954104,0.942477796076938,0.973893722612836,1.00530964914873,1.03672557568463,1.06814150222053,1.09955742875643,1.13097335529233,1.16238928182822,1.19380520836412,1.22522113490002,1.25663706143592,1.28805298797181,1.31946891450771,1.35088484104361,1.38230076757951,1.41371669411541,1.4451326206513,1.4765485471872,1.5079644737231,1.539380400259,1.5707963267949,1.60221225333079,1.63362817986669,1.66504410640259,1.69646003293849,1.72787595947439,1.75929188601028,1.79070781254618,1.82212373908208,1.85353966561798,1.88495559215388,1.91637151868977,1.94778744522567,1.97920337176157,2.01061929829747,2.04203522483337,2.07345115136926,2.10486707790516,2.13628300444106,2.16769893097696,2.19911485751286,2.23053078404875,2.26194671058465,2.29336263712055,2.32477856365645,2.35619449019234,2.38761041672824,2.41902634326414,2.45044226980004,2.48185819633594,2.51327412287183,2.54469004940773,2.57610597594363,2.60752190247953,2.63893782901543,2.67035375555132,2.70176968208722,2.73318560862312,2.76460153515902,2.79601746169492,2.82743338823081,2.85884931476671,2.89026524130261,2.92168116783851,2.95309709437441,2.9845130209103,3.0159289474462,3.0473448739821,3.078760800518,3.1101767270539,3.14159265358979],"y":[1.22464679914735e-15,0.309016994374947,0.587785252292474,0.809016994374947,0.951056516295154,1,0.951056516295154,0.809016994374946,0.587785252292469,0.309016994374945,-1.10218211923262e-15,-0.309016994374947,-0.587785252292474,-0.809016994374949,-0.951056516295155,-1,-0.951056516295153,-0.80901699437495,-0.587785252292469,-0.309016994374945,9.79717439317883e-16,0.309016994374947,0.587785252292474,0.809016994374947,0.951056516295154,1,0.951056516295154,0.809016994374946,0.587785252292472,0.309016994374948,-8.57252759403147e-16,-0.309016994374947,-0.587785252292471,-0.809016994374947,-0.951056516295153,-1,-0.951056516295153,-0.809016994374948,-0.587785252292472,-0.309016994374948,4.28750175828891e-15,0.30901699437495,0.587785252292474,0.809016994374949,0.951056516295154,1,0.951056516295153,0.809016994374948,0.587785252292473,0.309016994374949,-6.12323399573677e-16,-0.309016994374948,-0.587785252292474,-0.809016994374947,-0.951056516295154,-1,-0.951056516295153,-0.809016994374946,-0.587785252292473,-0.309016994374945,4.89858719658941e-16,0.309016994374948,0.587785252292473,0.809016994374947,0.951056516295154,1,0.951056516295154,0.809016994374948,0.587785252292473,0.309016994374947,-2.14375087914446e-15,-0.309016994374948,-0.587785252292473,-0.809016994374948,-0.951056516295154,-1,-0.951056516295153,-0.809016994374947,-0.587785252292473,-0.309016994374947,2.44929359829471e-16,0.309016994374948,0.587785252292473,0.809016994374947,0.951056516295154,1,0.951056516295154,0.809016994374947,0.587785252292473,0.309016994374947,-1.22464679914735e-16,-0.309016994374948,-0.587785252292473,-0.809016994374947,-0.951056516295154,-1,-0.951056516295154,-0.809016994374947,-0.587785252292473,-0.309016994374947,0,0.309016994374947,0.587785252292473,0.809016994374947,0.951056516295154,1,0.951056516295154,0.809016994374947,0.587785252292473,0.309016994374948,1.22464679914735e-16,-0.309016994374947,-0.587785252292473,-0.809016994374947,-0.951056516295154,-1,-0.951056516295154,-0.809016994374947,-0.587785252292473,-0.309016994374948,-2.44929359829471e-16,0.309016994374947,0.587785252292473,0.809016994374947,0.951056516295153,1,0.951056516295154,0.809016994374948,0.587785252292473,0.309016994374948,2.14375087914446e-15,-0.309016994374947,-0.587785252292473,-0.809016994374948,-0.951056516295154,-1,-0.951056516295154,-0.809016994374947,-0.587785252292473,-0.309016994374948,-4.89858719658941e-16,0.309016994374945,0.587785252292473,0.809016994374946,0.951056516295153,1,0.951056516295154,0.809016994374947,0.587785252292474,0.309016994374948,6.12323399573677e-16,-0.309016994374949,-0.587785252292473,-0.809016994374948,-0.951056516295153,-1,-0.951056516295154,-0.809016994374949,-0.587785252292474,-0.30901699437495,-4.28750175828891e-15,0.309016994374948,0.587785252292472,0.809016994374948,0.951056516295153,1,0.951056516295153,0.809016994374947,0.587785252292471,0.309016994374947,8.57252759403147e-16,-0.309016994374948,-0.587785252292472,-0.809016994374946,-0.951056516295154,-1,-0.951056516295154,-0.809016994374947,-0.587785252292474,-0.309016994374947,-9.79717439317883e-16,0.309016994374945,0.587785252292469,0.80901699437495,0.951056516295153,1,0.951056516295155,0.809016994374949,0.587785252292474,0.309016994374947,1.10218211923262e-15,-0.309016994374945,-0.587785252292469,-0.809016994374946,-0.951056516295154,-1,-0.951056516295154,-0.809016994374947,-0.587785252292474,-0.309016994374947,-1.22464679914735e-15],"mode":"lines","name":"sin()","frame":"10","type":"scatter","line":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]}],"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> </div> ??? This is just showing a y = sin(x) for a set of pi times x values, no meaning just looks cool :) --- ## The plotly logics As ggplot2, plotly is a take on the idea of Grammar of Graphics. Creating graphics in plotly entails the following: 1. Prepare data 2. Create plotly object with the function `plot_ly()` 3. Specify trace type with the type argument. Trace types currently supported: 'scatter', 'box', 'bar', 'heatmap', 'histogram', 'histogram2d', 'histogram2dcontour', 'pie', 'contour', 'scatterternary', 'sankey', 'scatter3d', 'surface', 'mesh3d', 'scattergeo', 'choropleth', 'scattergl', 'pointcloud', 'heatmapgl', 'parcoords', 'scattermapbox', 'carpet', 'scattercarpet', 'contourcarpet', 'ohlc', 'candlestick', 'area' 4. Add traces to the plot with the functions `add_trace()`, `add_markers()`, `add_boxplot()`... (see plot.ly for complete list) 5. Finally use the `layout()` function to modify or create title, axis, annotation etc ??? unlike ggplot2 matrices is also okay, but it is easier to stick with data frames or tibbles --- ## Build a plot | Data Create a random data set ```r y1 <- rgamma(n = 300, shape = 3) + 5 y2 <- rnorm(300, mean = 0) y3 <- rnorm(300, mean = -5) - 3 data <- data.frame(y1, y2, y3) data$type <- sample(factor(c("A", "B")), replace = T, size = 300) head(data) ``` ``` ## y1 y2 y3 type ## 1 7.620308 0.9767587 -6.823413 B ## 2 6.777759 -0.3870562 -9.587509 B ## 3 10.128819 -1.0908251 -8.062486 A ## 4 8.800668 -0.3210605 -9.633460 B ## 5 7.115550 0.2449032 -6.593296 A ## 6 6.993369 -0.6715598 -7.252789 A ``` --- ## Build a plot | Scatter plot Scatter plot ```r ps <- plot_ly(data, y = ~y1, type = "scatter") %>% add_trace(y = ~y2, type = "scatter", mode = "line") tags$div(ps, align = "center") ``` <div align="center"> <div id="c9e548429118" style="width:100%;height:400px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e548429118">{"x":{"visdat":{"c9e55b5b517b":["function () ","plotlyVisDat"]},"cur_data":"c9e55b5b517b","attrs":{"c9e55b5b517b":{"y":{},"alpha":1,"sizes":[10,100],"type":"scatter"},"c9e55b5b517b.1":{"y":{},"alpha":1,"sizes":[10,100],"type":"scatter","mode":"line"}},"layout":{"margin":{"b":40,"l":60,"t":25,"r":10},"yaxis":{"domain":[0,1],"title":"y1"},"xaxis":{"domain":[0,1]},"hovermode":"closest","showlegend":true},"source":"A","config":{"modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"data":[{"y":[7.62030751297397,6.77775912680973,10.1288187892017,8.80066816252398,7.11555044518916,6.99336879574876,11.3085729737748,13.1373306552039,6.34394383040414,8.92831116186547,7.13077835898191,8.5490541038735,5.80910273649427,7.31383178660177,8.97164708479465,7.1407679883202,7.14112660349422,6.24997218094406,10.8631591073536,7.31881028341872,8.21687177113112,8.53248800307319,11.4920542921476,8.35072446158839,8.26649063520877,7.42876170956411,6.96495534403734,6.398629030845,8.09283267566278,10.9653963929793,9.61553577614219,9.29239451041373,7.28801368223517,11.6600355531059,9.98374362527317,8.20577626157169,6.75018294656188,8.54510698917034,10.8785964913767,9.15571365433792,6.23739572807196,6.95672407002701,11.4166385130176,8.98235011813157,7.3569731507797,7.47162863652149,6.91135850351067,5.47954079843284,8.63821554959191,5.97046848042959,11.6046879827378,9.44699037515487,10.3903857649877,9.70914701359489,6.94942155834724,5.95896217845117,6.66372502871213,11.8359969158954,7.04336182561325,8.80526858896843,9.48915015967087,7.87958774122328,7.7277654502839,6.53004696754589,9.9508596713615,7.30003146582377,10.4621245461719,5.51327777079405,9.02592252860402,6.10349118626926,7.70338197606784,7.01264578161025,8.2497370730794,8.01135062175185,5.87985966476932,7.97488662870348,8.76529921707635,9.36267702065927,7.48315593168068,11.5670771152576,7.30371188293467,7.03241557568474,8.69045745686764,8.41880933501415,8.89145434534048,11.4086439340466,5.87708701940791,5.99254465502627,8.45098634944585,7.46442168384758,6.76084755732704,5.69250866654099,7.66470923421119,8.88111018497739,6.96295029571641,8.97639293183767,7.13249326454158,6.73389770944557,7.98057294102868,9.99367898488108,6.57455663975301,8.18425014273142,6.05895033518892,8.61497490709039,7.16462161002135,6.62846335884883,6.83601707557762,10.4053287923355,6.53697708169926,8.16147339836332,7.37071706194886,5.73339348583676,8.78104895487847,6.36224719753368,8.91881828683965,8.13781415565075,5.78733921897311,10.5004273195969,6.41982159651864,7.76259686822228,5.87920561067372,6.75919824725025,8.71605528238589,6.83251502914149,7.56278077013351,7.48613127338897,7.18052871134677,6.61565307737287,5.95549378848188,9.10592986662325,7.93610730849727,8.71666956684948,7.5025768758538,8.41512275769895,5.78320669554159,8.83046655098197,7.07914353494596,7.62519380591078,6.30501726429427,6.35333397653924,9.57008061978083,8.18588606086022,9.32055447434629,9.32708595307334,9.52985668596967,7.56412761452185,5.80660041410883,9.6306844730429,7.58120241292236,6.81904152213631,7.11315746161293,5.80846467652075,7.68822480920784,5.72318323819082,8.07930575279187,7.1038327408313,10.0441939159044,6.52665736191457,8.81474352567955,11.6200091943992,10.7453595708494,5.65310053145507,8.62480895656624,9.32404373171635,7.49545199888266,8.33741023521794,6.69233515130866,7.27951271587081,8.34348361423121,6.67953621901217,9.51652921091416,9.20851087561496,6.98979235563436,6.48421228363264,6.5821039782089,7.90915860222425,9.17174166799793,6.78316276368226,8.48104750505112,9.73859945171066,9.70926731339929,6.15094600433726,8.11396643097764,6.96301899219798,13.3790749682677,10.3916530876315,8.58114214922108,8.46887289319842,7.08430324883978,6.26070132665436,9.84608776026499,8.47495725811066,7.40055266480928,7.80393399893936,6.04653397691797,7.77638398999194,7.66363381567987,5.71046658767074,8.80301481605369,7.46483821848929,7.97913927955309,11.245669802289,12.7507964704024,8.26661934412947,11.7360936409086,6.37468962458439,7.25228377341347,7.69061160999007,9.94385945312622,8.88910713640985,6.91484878170028,8.07631120777146,10.8573693466641,6.17957267325481,10.1832881451549,5.95234576300945,7.65640955114559,8.16458349509821,6.97210894922421,9.38275252554678,10.1271119442013,11.5185492601335,6.79910847363581,6.79476844603242,5.76181130790155,8.01071289320775,7.70273896248069,7.82964901813197,8.84145671205117,8.47866914640047,6.28770109890628,8.62418141807332,12.3691463816115,5.86637428100613,12.8878243419995,9.31366673389565,7.43887573628724,7.1000185184128,6.70110655960089,5.48753330812854,7.11937522991459,9.7279056913704,6.68169509012935,6.70528986376818,5.7182811903626,12.2394649969387,5.69654076305686,8.60339499533342,7.38317648367735,6.90718165423527,6.48167808415409,9.01048377489861,8.24510384668164,6.57413375350713,6.92282506454414,6.51090111633335,7.95456531403962,6.42958367983491,5.57116470107168,7.48153536728351,6.05250778687223,6.18679962438252,5.57954621623177,8.55014995148552,8.01282434300831,9.55293917046098,7.69640197703172,6.22131046199289,8.73865571380995,9.75732209879482,9.01088076608794,9.45365359108194,7.32550344795971,8.71558892506506,6.1026444652396,6.62589334674065,14.338936533741,10.3365705248074,6.35348712324384,8.57120482094344,11.0904278705797,8.00500907412588,6.85462574341577,6.25869657204245,8.33459803685708,5.22136686574097,5.56902279018161,7.91540804254146,7.25568808040534,8.62848031740855,6.24726829735822,6.96446394694379,8.98696745498051,9.5230499603319,9.15446302873797,6.09940820900848,7.56026834345762,6.40784030317103,6.96836775397414,11.3663947805449],"type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","frame":null},{"y":[0.976758706776458,-0.387056168905542,-1.09082509854828,-0.32106049761594,0.244903163238243,-0.671559824162832,-0.0628892164218261,-0.489115408956018,-0.569021767426497,0.18250708691324,-0.220407360271201,-1.62570667747802,0.00802996026180516,-0.163209712261893,0.0674525805172527,-1.79510495262723,-1.44982647381528,-1.49592364786922,-0.467284034009214,0.385979041015262,2.01202365949395,0.156071993997517,0.326999394819014,0.733063711576347,-0.702140773423156,0.110233646051817,-0.547571823303185,0.0192697694753555,-0.065403096126927,-0.798577240493584,-1.66799029414866,0.754445515646534,0.136032094842613,0.257237794375201,-0.0488160455194828,1.02941696646625,0.559047067299328,-0.664791772616582,-0.0182934987841941,-0.83553099320257,-0.541054584202256,0.474928177298159,2.13723951873988,-0.430837467637769,-0.427989515983603,1.9414706600829,0.301857457222223,0.900280945359684,0.169904484737524,0.524725720426088,-1.58081531777001,0.806754941002078,0.0621414606712918,0.352061205300577,-0.797389507744372,-1.45751661514737,-1.03876822641305,0.922566949768143,-0.607667362707438,0.668873594125136,-0.228592398038721,-0.597827839182763,-0.222488683788931,0.76390241128728,-1.36300727819922,-0.766381883172364,-1.23537017740664,2.18095627540368,-0.0593471640948562,0.0175501632860903,0.776218500239779,0.338658273857708,0.975729588872984,-0.903117629465258,-1.17282439508655,0.732332947359921,0.223225930040004,-1.56107200481447,0.590597071754737,-2.28137157742519,0.292798691109021,1.23254467717349,0.514769560635698,-0.672757046540245,-0.0164502803001761,0.392313409542383,0.015047031591418,-0.598581135369544,0.531187610642244,-0.700107842115507,-0.0299510883234825,0.33712068404921,1.40813249742856,1.55908223325204,0.674447918131877,1.72068684771747,-0.136862525806303,0.0706321407975879,-1.27021164366003,1.42816918742097,0.879265077709622,1.26854417750471,-1.44022518249282,-1.62390857942885,-0.135907703280676,0.371702969452603,1.37534373752245,1.21406630340203,0.316120434303044,-1.13548359834513,-0.0392748809557789,0.757925534065987,0.250542611907792,-0.655524940607208,0.26877674696291,-0.919335245019075,-1.36653040181968,-1.37255114312022,-1.55433094199387,-0.141405227166033,-0.392872494597355,0.480204626595239,0.0455658264736242,0.458231786121238,1.98701679300966,1.54405100543552,-0.0528337956319996,0.923188789847341,0.0720134270984976,-0.0558410407244213,-0.192917210782243,1.94607344175936,-0.386247527138883,1.62683632959214,0.776170635907436,-0.540584508235568,-0.215820504105655,-0.10742468221656,0.837249531263604,-0.19036164199526,-1.52337445824518,-0.00497500326882768,-0.217337970235674,4.31589783805965,-0.0887164830876147,-0.616833185074736,0.737299411276257,-0.464196576937397,-0.463716114367018,0.017240040606337,1.82989561154251,1.16796370134511,-0.478662551267321,0.501137066925639,0.50046308045414,-0.289377876264554,-0.0926625756730523,0.860734074753522,-0.47668470790585,-0.374195018228324,-0.726305126828051,-0.289816906282091,-0.518677732800715,0.263487371704474,-1.41691623899927,-1.39549473466441,-0.721117166562073,0.449310286344698,-0.865393960853944,-0.375203314799292,0.96824313111907,0.0346904455499348,0.606848415328604,0.182478300711238,1.36179271889824,0.659227226679654,1.56260354429747,-0.544188715585697,-2.69147693854165,1.33135326824828,-0.570158652693592,0.857327897418193,0.171164522608929,-0.623790891704361,-1.09764161978651,0.496010237094145,-0.432268399737304,0.298559774167451,-0.980520179066873,1.14180799462495,0.654587129566194,-0.0492300476011696,-0.450359528484045,-1.48167960097543,0.224732435005598,0.198170278286415,1.78555617602639,-0.348001980847219,-0.482052199428202,-0.301236285952505,1.07938521827312,-0.846580549420505,2.94376874008039,-0.0444278410085938,0.033939874196407,-0.126069521402416,0.121962054538423,0.32693649805404,-1.55594976756812,0.742775594486814,1.55813847415326,0.064251860489355,-0.194658492108662,0.456483315594969,-1.60187309881365,-0.26523278807529,0.680839201780173,1.83238359569764,-0.300383403240317,-1.00684786085561,0.0326623118250601,-0.868597615886082,0.511969787921474,-0.977749892222243,-0.344943229819935,-1.05825876324888,0.759771935833127,-3.49839168274488,1.27489725233495,-0.0841940878382332,-1.3789941257995,0.175266215663101,0.433316665719419,0.610061395758588,-1.7952419163472,-0.885138917452897,1.93459358022878,-0.19241797208389,1.06943485760431,-1.33806300716237,1.83279663826415,1.49840985036369,-1.49309441316585,0.859978673080866,-1.29534060027052,-0.907449927585274,-0.253425812718249,-0.416938188812057,-0.731734782685365,0.306343019514127,0.277500945607485,1.70939064573086,0.360867544266275,2.31119107148847,-0.197300721282747,0.749408215871516,0.879661170499481,0.922078146083357,-2.26626746775337,-0.651912468895481,-1.81263645952069,1.35049419650582,-1.64802658354153,-1.58673408533898,1.81939205356485,-0.961949604509029,0.898136880530973,-0.923088376026725,2.42975782288622,-1.68479011706512,-0.935970100117799,1.1148468027876,-0.177045960127606,-1.04167276689915,1.36646577272843,-0.777801197947551,2.29774794207749,-1.57193029255941,0.573606410314421,-0.706408130645632,-0.727725356592146,0.538257334654671,0.8803963286786,-1.58187781549378,-0.388716064348054,-0.254252734220222,-0.402549562136585,0.417698382972319,0.490020745171122,0.902348635471586,-0.00216600086378608,0.182672376781058,-1.45764520068405,-0.99176721286485,-0.05597056791841,-1.31338598703306,-0.558626127306579,0.536048710935776,-0.470559407489463,0.0938364855231891],"type":"scatter","mode":"line+lines","line":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(255,127,14,1)"},"xaxis":"x","yaxis":"y","frame":null}],"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> </div> ??? Note that layout does not have to be called to produce nice axqis names etc --- ## Build a plot | Histogram ```r ph <- plot_ly(data) %>% add_histogram(x = ~y2) %>% layout(title = "HIST") tags$div(ph, align = "center") ``` <div align="center"> <div id="c9e539f2391e" style="width:100%;height:400px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e539f2391e">{"x":{"visdat":{"c9e5139d4459":["function () ","plotlyVisDat"]},"cur_data":"c9e5139d4459","attrs":{"c9e5139d4459":{"alpha":1,"sizes":[10,100],"x":{},"type":"histogram"}},"layout":{"margin":{"b":40,"l":60,"t":25,"r":10},"title":"HIST","xaxis":{"domain":[0,1],"title":"y2"},"yaxis":{"domain":[0,1]},"hovermode":"closest","showlegend":false},"source":"A","config":{"modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"data":[{"x":[0.976758706776458,-0.387056168905542,-1.09082509854828,-0.32106049761594,0.244903163238243,-0.671559824162832,-0.0628892164218261,-0.489115408956018,-0.569021767426497,0.18250708691324,-0.220407360271201,-1.62570667747802,0.00802996026180516,-0.163209712261893,0.0674525805172527,-1.79510495262723,-1.44982647381528,-1.49592364786922,-0.467284034009214,0.385979041015262,2.01202365949395,0.156071993997517,0.326999394819014,0.733063711576347,-0.702140773423156,0.110233646051817,-0.547571823303185,0.0192697694753555,-0.065403096126927,-0.798577240493584,-1.66799029414866,0.754445515646534,0.136032094842613,0.257237794375201,-0.0488160455194828,1.02941696646625,0.559047067299328,-0.664791772616582,-0.0182934987841941,-0.83553099320257,-0.541054584202256,0.474928177298159,2.13723951873988,-0.430837467637769,-0.427989515983603,1.9414706600829,0.301857457222223,0.900280945359684,0.169904484737524,0.524725720426088,-1.58081531777001,0.806754941002078,0.0621414606712918,0.352061205300577,-0.797389507744372,-1.45751661514737,-1.03876822641305,0.922566949768143,-0.607667362707438,0.668873594125136,-0.228592398038721,-0.597827839182763,-0.222488683788931,0.76390241128728,-1.36300727819922,-0.766381883172364,-1.23537017740664,2.18095627540368,-0.0593471640948562,0.0175501632860903,0.776218500239779,0.338658273857708,0.975729588872984,-0.903117629465258,-1.17282439508655,0.732332947359921,0.223225930040004,-1.56107200481447,0.590597071754737,-2.28137157742519,0.292798691109021,1.23254467717349,0.514769560635698,-0.672757046540245,-0.0164502803001761,0.392313409542383,0.015047031591418,-0.598581135369544,0.531187610642244,-0.700107842115507,-0.0299510883234825,0.33712068404921,1.40813249742856,1.55908223325204,0.674447918131877,1.72068684771747,-0.136862525806303,0.0706321407975879,-1.27021164366003,1.42816918742097,0.879265077709622,1.26854417750471,-1.44022518249282,-1.62390857942885,-0.135907703280676,0.371702969452603,1.37534373752245,1.21406630340203,0.316120434303044,-1.13548359834513,-0.0392748809557789,0.757925534065987,0.250542611907792,-0.655524940607208,0.26877674696291,-0.919335245019075,-1.36653040181968,-1.37255114312022,-1.55433094199387,-0.141405227166033,-0.392872494597355,0.480204626595239,0.0455658264736242,0.458231786121238,1.98701679300966,1.54405100543552,-0.0528337956319996,0.923188789847341,0.0720134270984976,-0.0558410407244213,-0.192917210782243,1.94607344175936,-0.386247527138883,1.62683632959214,0.776170635907436,-0.540584508235568,-0.215820504105655,-0.10742468221656,0.837249531263604,-0.19036164199526,-1.52337445824518,-0.00497500326882768,-0.217337970235674,4.31589783805965,-0.0887164830876147,-0.616833185074736,0.737299411276257,-0.464196576937397,-0.463716114367018,0.017240040606337,1.82989561154251,1.16796370134511,-0.478662551267321,0.501137066925639,0.50046308045414,-0.289377876264554,-0.0926625756730523,0.860734074753522,-0.47668470790585,-0.374195018228324,-0.726305126828051,-0.289816906282091,-0.518677732800715,0.263487371704474,-1.41691623899927,-1.39549473466441,-0.721117166562073,0.449310286344698,-0.865393960853944,-0.375203314799292,0.96824313111907,0.0346904455499348,0.606848415328604,0.182478300711238,1.36179271889824,0.659227226679654,1.56260354429747,-0.544188715585697,-2.69147693854165,1.33135326824828,-0.570158652693592,0.857327897418193,0.171164522608929,-0.623790891704361,-1.09764161978651,0.496010237094145,-0.432268399737304,0.298559774167451,-0.980520179066873,1.14180799462495,0.654587129566194,-0.0492300476011696,-0.450359528484045,-1.48167960097543,0.224732435005598,0.198170278286415,1.78555617602639,-0.348001980847219,-0.482052199428202,-0.301236285952505,1.07938521827312,-0.846580549420505,2.94376874008039,-0.0444278410085938,0.033939874196407,-0.126069521402416,0.121962054538423,0.32693649805404,-1.55594976756812,0.742775594486814,1.55813847415326,0.064251860489355,-0.194658492108662,0.456483315594969,-1.60187309881365,-0.26523278807529,0.680839201780173,1.83238359569764,-0.300383403240317,-1.00684786085561,0.0326623118250601,-0.868597615886082,0.511969787921474,-0.977749892222243,-0.344943229819935,-1.05825876324888,0.759771935833127,-3.49839168274488,1.27489725233495,-0.0841940878382332,-1.3789941257995,0.175266215663101,0.433316665719419,0.610061395758588,-1.7952419163472,-0.885138917452897,1.93459358022878,-0.19241797208389,1.06943485760431,-1.33806300716237,1.83279663826415,1.49840985036369,-1.49309441316585,0.859978673080866,-1.29534060027052,-0.907449927585274,-0.253425812718249,-0.416938188812057,-0.731734782685365,0.306343019514127,0.277500945607485,1.70939064573086,0.360867544266275,2.31119107148847,-0.197300721282747,0.749408215871516,0.879661170499481,0.922078146083357,-2.26626746775337,-0.651912468895481,-1.81263645952069,1.35049419650582,-1.64802658354153,-1.58673408533898,1.81939205356485,-0.961949604509029,0.898136880530973,-0.923088376026725,2.42975782288622,-1.68479011706512,-0.935970100117799,1.1148468027876,-0.177045960127606,-1.04167276689915,1.36646577272843,-0.777801197947551,2.29774794207749,-1.57193029255941,0.573606410314421,-0.706408130645632,-0.727725356592146,0.538257334654671,0.8803963286786,-1.58187781549378,-0.388716064348054,-0.254252734220222,-0.402549562136585,0.417698382972319,0.490020745171122,0.902348635471586,-0.00216600086378608,0.182672376781058,-1.45764520068405,-0.99176721286485,-0.05597056791841,-1.31338598703306,-0.558626127306579,0.536048710935776,-0.470559407489463,0.0938364855231891],"type":"histogram","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","frame":null}],"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> </div> --- ## Build a plot | Boxplot ```r pb <- plot_ly(data) %>% add_boxplot(x = ~ y1) %>% layout(xaxis = list(title = "test")) tags$div(pb, align = "center") ``` <div align="center"> <div id="c9e535444254" style="width:100%;height:400px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e535444254">{"x":{"visdat":{"c9e51972a361":["function () ","plotlyVisDat"]},"cur_data":"c9e51972a361","attrs":{"c9e51972a361":{"alpha":1,"sizes":[10,100],"x":{},"type":"box"}},"layout":{"margin":{"b":40,"l":60,"t":25,"r":10},"xaxis":{"domain":[0,1],"title":"test"},"yaxis":{"domain":[0,1]},"hovermode":"closest","showlegend":false},"source":"A","config":{"modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"data":[{"x":[7.62030751297397,6.77775912680973,10.1288187892017,8.80066816252398,7.11555044518916,6.99336879574876,11.3085729737748,13.1373306552039,6.34394383040414,8.92831116186547,7.13077835898191,8.5490541038735,5.80910273649427,7.31383178660177,8.97164708479465,7.1407679883202,7.14112660349422,6.24997218094406,10.8631591073536,7.31881028341872,8.21687177113112,8.53248800307319,11.4920542921476,8.35072446158839,8.26649063520877,7.42876170956411,6.96495534403734,6.398629030845,8.09283267566278,10.9653963929793,9.61553577614219,9.29239451041373,7.28801368223517,11.6600355531059,9.98374362527317,8.20577626157169,6.75018294656188,8.54510698917034,10.8785964913767,9.15571365433792,6.23739572807196,6.95672407002701,11.4166385130176,8.98235011813157,7.3569731507797,7.47162863652149,6.91135850351067,5.47954079843284,8.63821554959191,5.97046848042959,11.6046879827378,9.44699037515487,10.3903857649877,9.70914701359489,6.94942155834724,5.95896217845117,6.66372502871213,11.8359969158954,7.04336182561325,8.80526858896843,9.48915015967087,7.87958774122328,7.7277654502839,6.53004696754589,9.9508596713615,7.30003146582377,10.4621245461719,5.51327777079405,9.02592252860402,6.10349118626926,7.70338197606784,7.01264578161025,8.2497370730794,8.01135062175185,5.87985966476932,7.97488662870348,8.76529921707635,9.36267702065927,7.48315593168068,11.5670771152576,7.30371188293467,7.03241557568474,8.69045745686764,8.41880933501415,8.89145434534048,11.4086439340466,5.87708701940791,5.99254465502627,8.45098634944585,7.46442168384758,6.76084755732704,5.69250866654099,7.66470923421119,8.88111018497739,6.96295029571641,8.97639293183767,7.13249326454158,6.73389770944557,7.98057294102868,9.99367898488108,6.57455663975301,8.18425014273142,6.05895033518892,8.61497490709039,7.16462161002135,6.62846335884883,6.83601707557762,10.4053287923355,6.53697708169926,8.16147339836332,7.37071706194886,5.73339348583676,8.78104895487847,6.36224719753368,8.91881828683965,8.13781415565075,5.78733921897311,10.5004273195969,6.41982159651864,7.76259686822228,5.87920561067372,6.75919824725025,8.71605528238589,6.83251502914149,7.56278077013351,7.48613127338897,7.18052871134677,6.61565307737287,5.95549378848188,9.10592986662325,7.93610730849727,8.71666956684948,7.5025768758538,8.41512275769895,5.78320669554159,8.83046655098197,7.07914353494596,7.62519380591078,6.30501726429427,6.35333397653924,9.57008061978083,8.18588606086022,9.32055447434629,9.32708595307334,9.52985668596967,7.56412761452185,5.80660041410883,9.6306844730429,7.58120241292236,6.81904152213631,7.11315746161293,5.80846467652075,7.68822480920784,5.72318323819082,8.07930575279187,7.1038327408313,10.0441939159044,6.52665736191457,8.81474352567955,11.6200091943992,10.7453595708494,5.65310053145507,8.62480895656624,9.32404373171635,7.49545199888266,8.33741023521794,6.69233515130866,7.27951271587081,8.34348361423121,6.67953621901217,9.51652921091416,9.20851087561496,6.98979235563436,6.48421228363264,6.5821039782089,7.90915860222425,9.17174166799793,6.78316276368226,8.48104750505112,9.73859945171066,9.70926731339929,6.15094600433726,8.11396643097764,6.96301899219798,13.3790749682677,10.3916530876315,8.58114214922108,8.46887289319842,7.08430324883978,6.26070132665436,9.84608776026499,8.47495725811066,7.40055266480928,7.80393399893936,6.04653397691797,7.77638398999194,7.66363381567987,5.71046658767074,8.80301481605369,7.46483821848929,7.97913927955309,11.245669802289,12.7507964704024,8.26661934412947,11.7360936409086,6.37468962458439,7.25228377341347,7.69061160999007,9.94385945312622,8.88910713640985,6.91484878170028,8.07631120777146,10.8573693466641,6.17957267325481,10.1832881451549,5.95234576300945,7.65640955114559,8.16458349509821,6.97210894922421,9.38275252554678,10.1271119442013,11.5185492601335,6.79910847363581,6.79476844603242,5.76181130790155,8.01071289320775,7.70273896248069,7.82964901813197,8.84145671205117,8.47866914640047,6.28770109890628,8.62418141807332,12.3691463816115,5.86637428100613,12.8878243419995,9.31366673389565,7.43887573628724,7.1000185184128,6.70110655960089,5.48753330812854,7.11937522991459,9.7279056913704,6.68169509012935,6.70528986376818,5.7182811903626,12.2394649969387,5.69654076305686,8.60339499533342,7.38317648367735,6.90718165423527,6.48167808415409,9.01048377489861,8.24510384668164,6.57413375350713,6.92282506454414,6.51090111633335,7.95456531403962,6.42958367983491,5.57116470107168,7.48153536728351,6.05250778687223,6.18679962438252,5.57954621623177,8.55014995148552,8.01282434300831,9.55293917046098,7.69640197703172,6.22131046199289,8.73865571380995,9.75732209879482,9.01088076608794,9.45365359108194,7.32550344795971,8.71558892506506,6.1026444652396,6.62589334674065,14.338936533741,10.3365705248074,6.35348712324384,8.57120482094344,11.0904278705797,8.00500907412588,6.85462574341577,6.25869657204245,8.33459803685708,5.22136686574097,5.56902279018161,7.91540804254146,7.25568808040534,8.62848031740855,6.24726829735822,6.96446394694379,8.98696745498051,9.5230499603319,9.15446302873797,6.09940820900848,7.56026834345762,6.40784030317103,6.96836775397414,11.3663947805449],"type":"box","orientation":"h","line":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","frame":null}],"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> </div> ??? The binning is done by plotly and is slightly different to the default R histogram binning --- ## Two approaches to plotly objects Plotly takes two approaches to create plotly objects. The end-result from both of these are interactive web-based plots with the same base properties and behavior. 1. `plot_ly()` Transform data (dataframe, matrix) to an interactive plot 2. `ggplotly()` Transform static ggplot object to an interactive plot Even though the function differs they generate the same type of plots and objects --- ## Plot_ly vs ggplotly ```r p2 <- plot_ly(iris, x = ~Sepal.Length, y = ~Sepal.Width) %>% add_markers(color = ~Species, showlegend = TRUE) tags$div(p2, align = "center") ``` <div align="center"> <div id="c9e57712261" style="width:100%;height:400px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e57712261">{"x":{"visdat":{"c9e57688ae63":["function () ","plotlyVisDat"]},"cur_data":"c9e57688ae63","attrs":{"c9e57688ae63":{"x":{},"y":{},"alpha":1,"sizes":[10,100],"type":"scatter","mode":"markers","color":{},"showlegend":true}},"layout":{"margin":{"b":40,"l":60,"t":25,"r":10},"xaxis":{"domain":[0,1],"title":"Sepal.Length"},"yaxis":{"domain":[0,1],"title":"Sepal.Width"},"hovermode":"closest","showlegend":true},"source":"A","config":{"modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"data":[{"x":[5.1,4.9,4.7,4.6,5,5.4,4.6,5,4.4,4.9,5.4,4.8,4.8,4.3,5.8,5.7,5.4,5.1,5.7,5.1,5.4,5.1,4.6,5.1,4.8,5,5,5.2,5.2,4.7,4.8,5.4,5.2,5.5,4.9,5,5.5,4.9,4.4,5.1,5,4.5,4.4,5,5.1,4.8,5.1,4.6,5.3,5],"y":[3.5,3,3.2,3.1,3.6,3.9,3.4,3.4,2.9,3.1,3.7,3.4,3,3,4,4.4,3.9,3.5,3.8,3.8,3.4,3.7,3.6,3.3,3.4,3,3.4,3.5,3.4,3.2,3.1,3.4,4.1,4.2,3.1,3.2,3.5,3.6,3,3.4,3.5,2.3,3.2,3.5,3.8,3,3.8,3.2,3.7,3.3],"type":"scatter","mode":"markers","showlegend":true,"name":"setosa","marker":{"fillcolor":"rgba(102,194,165,0.5)","color":"rgba(102,194,165,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","frame":null},{"x":[7,6.4,6.9,5.5,6.5,5.7,6.3,4.9,6.6,5.2,5,5.9,6,6.1,5.6,6.7,5.6,5.8,6.2,5.6,5.9,6.1,6.3,6.1,6.4,6.6,6.8,6.7,6,5.7,5.5,5.5,5.8,6,5.4,6,6.7,6.3,5.6,5.5,5.5,6.1,5.8,5,5.6,5.7,5.7,6.2,5.1,5.7],"y":[3.2,3.2,3.1,2.3,2.8,2.8,3.3,2.4,2.9,2.7,2,3,2.2,2.9,2.9,3.1,3,2.7,2.2,2.5,3.2,2.8,2.5,2.8,2.9,3,2.8,3,2.9,2.6,2.4,2.4,2.7,2.7,3,3.4,3.1,2.3,3,2.5,2.6,3,2.6,2.3,2.7,3,2.9,2.9,2.5,2.8],"type":"scatter","mode":"markers","showlegend":true,"name":"versicolor","marker":{"fillcolor":"rgba(252,141,98,0.5)","color":"rgba(252,141,98,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","frame":null},{"x":[6.3,5.8,7.1,6.3,6.5,7.6,4.9,7.3,6.7,7.2,6.5,6.4,6.8,5.7,5.8,6.4,6.5,7.7,7.7,6,6.9,5.6,7.7,6.3,6.7,7.2,6.2,6.1,6.4,7.2,7.4,7.9,6.4,6.3,6.1,7.7,6.3,6.4,6,6.9,6.7,6.9,5.8,6.8,6.7,6.7,6.3,6.5,6.2,5.9],"y":[3.3,2.7,3,2.9,3,3,2.5,2.9,2.5,3.6,3.2,2.7,3,2.5,2.8,3.2,3,3.8,2.6,2.2,3.2,2.8,2.8,2.7,3.3,3.2,2.8,3,2.8,3,2.8,3.8,2.8,2.8,2.6,3,3.4,3.1,3,3.1,3.1,3.1,2.7,3.2,3.3,3,2.5,3,3.4,3],"type":"scatter","mode":"markers","showlegend":true,"name":"virginica","marker":{"fillcolor":"rgba(141,160,203,0.5)","color":"rgba(141,160,203,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","frame":null}],"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> </div> ??? Explain the basic terminology eg. x, y and coloring by species. The tags$div is not part of the plotly package and is needed here to center the plot when capturing the plot in an html file. --- ## Plot_ly vs ggplotly ```r p3 <- ggplot(iris, aes(Sepal.Length, Sepal.Width, color=Species)) + geom_point() p3.1 <- ggplotly(p3) tags$div(p3.1, align = "center") ``` <div align="center"> <div id="c9e57ac5702d" style="width:100%;height:400px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e57ac5702d">{"x":{"data":[{"x":[5.1,4.9,4.7,4.6,5,5.4,4.6,5,4.4,4.9,5.4,4.8,4.8,4.3,5.8,5.7,5.4,5.1,5.7,5.1,5.4,5.1,4.6,5.1,4.8,5,5,5.2,5.2,4.7,4.8,5.4,5.2,5.5,4.9,5,5.5,4.9,4.4,5.1,5,4.5,4.4,5,5.1,4.8,5.1,4.6,5.3,5],"y":[3.5,3,3.2,3.1,3.6,3.9,3.4,3.4,2.9,3.1,3.7,3.4,3,3,4,4.4,3.9,3.5,3.8,3.8,3.4,3.7,3.6,3.3,3.4,3,3.4,3.5,3.4,3.2,3.1,3.4,4.1,4.2,3.1,3.2,3.5,3.6,3,3.4,3.5,2.3,3.2,3.5,3.8,3,3.8,3.2,3.7,3.3],"text":["~Sepal.Length: 5.1<br />~Sepal.Width: 3.5<br />~Species: setosa","~Sepal.Length: 4.9<br />~Sepal.Width: 3.0<br />~Species: setosa","~Sepal.Length: 4.7<br />~Sepal.Width: 3.2<br />~Species: setosa","~Sepal.Length: 4.6<br />~Sepal.Width: 3.1<br />~Species: setosa","~Sepal.Length: 5.0<br />~Sepal.Width: 3.6<br />~Species: setosa","~Sepal.Length: 5.4<br />~Sepal.Width: 3.9<br />~Species: setosa","~Sepal.Length: 4.6<br />~Sepal.Width: 3.4<br />~Species: setosa","~Sepal.Length: 5.0<br />~Sepal.Width: 3.4<br />~Species: setosa","~Sepal.Length: 4.4<br />~Sepal.Width: 2.9<br />~Species: setosa","~Sepal.Length: 4.9<br />~Sepal.Width: 3.1<br />~Species: setosa","~Sepal.Length: 5.4<br />~Sepal.Width: 3.7<br />~Species: setosa","~Sepal.Length: 4.8<br />~Sepal.Width: 3.4<br />~Species: setosa","~Sepal.Length: 4.8<br />~Sepal.Width: 3.0<br />~Species: setosa","~Sepal.Length: 4.3<br />~Sepal.Width: 3.0<br />~Species: setosa","~Sepal.Length: 5.8<br />~Sepal.Width: 4.0<br />~Species: setosa","~Sepal.Length: 5.7<br />~Sepal.Width: 4.4<br />~Species: setosa","~Sepal.Length: 5.4<br />~Sepal.Width: 3.9<br />~Species: setosa","~Sepal.Length: 5.1<br />~Sepal.Width: 3.5<br />~Species: setosa","~Sepal.Length: 5.7<br />~Sepal.Width: 3.8<br />~Species: setosa","~Sepal.Length: 5.1<br />~Sepal.Width: 3.8<br />~Species: setosa","~Sepal.Length: 5.4<br />~Sepal.Width: 3.4<br />~Species: setosa","~Sepal.Length: 5.1<br />~Sepal.Width: 3.7<br />~Species: setosa","~Sepal.Length: 4.6<br />~Sepal.Width: 3.6<br />~Species: setosa","~Sepal.Length: 5.1<br />~Sepal.Width: 3.3<br />~Species: setosa","~Sepal.Length: 4.8<br />~Sepal.Width: 3.4<br />~Species: setosa","~Sepal.Length: 5.0<br />~Sepal.Width: 3.0<br />~Species: setosa","~Sepal.Length: 5.0<br />~Sepal.Width: 3.4<br />~Species: setosa","~Sepal.Length: 5.2<br />~Sepal.Width: 3.5<br />~Species: setosa","~Sepal.Length: 5.2<br />~Sepal.Width: 3.4<br />~Species: setosa","~Sepal.Length: 4.7<br />~Sepal.Width: 3.2<br />~Species: setosa","~Sepal.Length: 4.8<br />~Sepal.Width: 3.1<br />~Species: setosa","~Sepal.Length: 5.4<br />~Sepal.Width: 3.4<br />~Species: setosa","~Sepal.Length: 5.2<br />~Sepal.Width: 4.1<br />~Species: setosa","~Sepal.Length: 5.5<br />~Sepal.Width: 4.2<br />~Species: setosa","~Sepal.Length: 4.9<br />~Sepal.Width: 3.1<br />~Species: setosa","~Sepal.Length: 5.0<br />~Sepal.Width: 3.2<br />~Species: setosa","~Sepal.Length: 5.5<br />~Sepal.Width: 3.5<br />~Species: setosa","~Sepal.Length: 4.9<br />~Sepal.Width: 3.6<br />~Species: setosa","~Sepal.Length: 4.4<br />~Sepal.Width: 3.0<br />~Species: setosa","~Sepal.Length: 5.1<br />~Sepal.Width: 3.4<br />~Species: setosa","~Sepal.Length: 5.0<br />~Sepal.Width: 3.5<br />~Species: setosa","~Sepal.Length: 4.5<br />~Sepal.Width: 2.3<br />~Species: setosa","~Sepal.Length: 4.4<br />~Sepal.Width: 3.2<br />~Species: setosa","~Sepal.Length: 5.0<br />~Sepal.Width: 3.5<br />~Species: setosa","~Sepal.Length: 5.1<br />~Sepal.Width: 3.8<br />~Species: setosa","~Sepal.Length: 4.8<br />~Sepal.Width: 3.0<br />~Species: setosa","~Sepal.Length: 5.1<br />~Sepal.Width: 3.8<br />~Species: setosa","~Sepal.Length: 4.6<br />~Sepal.Width: 3.2<br />~Species: setosa","~Sepal.Length: 5.3<br />~Sepal.Width: 3.7<br />~Species: setosa","~Sepal.Length: 5.0<br />~Sepal.Width: 3.3<br />~Species: setosa"],"type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(248,118,109,1)","opacity":1,"size":5.66929133858268,"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(248,118,109,1)"}},"hoveron":"points","name":"setosa","legendgroup":"setosa","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[7,6.4,6.9,5.5,6.5,5.7,6.3,4.9,6.6,5.2,5,5.9,6,6.1,5.6,6.7,5.6,5.8,6.2,5.6,5.9,6.1,6.3,6.1,6.4,6.6,6.8,6.7,6,5.7,5.5,5.5,5.8,6,5.4,6,6.7,6.3,5.6,5.5,5.5,6.1,5.8,5,5.6,5.7,5.7,6.2,5.1,5.7],"y":[3.2,3.2,3.1,2.3,2.8,2.8,3.3,2.4,2.9,2.7,2,3,2.2,2.9,2.9,3.1,3,2.7,2.2,2.5,3.2,2.8,2.5,2.8,2.9,3,2.8,3,2.9,2.6,2.4,2.4,2.7,2.7,3,3.4,3.1,2.3,3,2.5,2.6,3,2.6,2.3,2.7,3,2.9,2.9,2.5,2.8],"text":["~Sepal.Length: 7.0<br />~Sepal.Width: 3.2<br />~Species: versicolor","~Sepal.Length: 6.4<br />~Sepal.Width: 3.2<br />~Species: versicolor","~Sepal.Length: 6.9<br />~Sepal.Width: 3.1<br />~Species: versicolor","~Sepal.Length: 5.5<br />~Sepal.Width: 2.3<br />~Species: versicolor","~Sepal.Length: 6.5<br />~Sepal.Width: 2.8<br />~Species: versicolor","~Sepal.Length: 5.7<br />~Sepal.Width: 2.8<br />~Species: versicolor","~Sepal.Length: 6.3<br />~Sepal.Width: 3.3<br />~Species: versicolor","~Sepal.Length: 4.9<br />~Sepal.Width: 2.4<br />~Species: versicolor","~Sepal.Length: 6.6<br />~Sepal.Width: 2.9<br />~Species: versicolor","~Sepal.Length: 5.2<br />~Sepal.Width: 2.7<br />~Species: versicolor","~Sepal.Length: 5.0<br />~Sepal.Width: 2.0<br />~Species: versicolor","~Sepal.Length: 5.9<br />~Sepal.Width: 3.0<br />~Species: versicolor","~Sepal.Length: 6.0<br />~Sepal.Width: 2.2<br />~Species: versicolor","~Sepal.Length: 6.1<br />~Sepal.Width: 2.9<br />~Species: versicolor","~Sepal.Length: 5.6<br />~Sepal.Width: 2.9<br />~Species: versicolor","~Sepal.Length: 6.7<br />~Sepal.Width: 3.1<br />~Species: versicolor","~Sepal.Length: 5.6<br />~Sepal.Width: 3.0<br />~Species: versicolor","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7<br />~Species: versicolor","~Sepal.Length: 6.2<br />~Sepal.Width: 2.2<br />~Species: versicolor","~Sepal.Length: 5.6<br />~Sepal.Width: 2.5<br />~Species: versicolor","~Sepal.Length: 5.9<br />~Sepal.Width: 3.2<br />~Species: versicolor","~Sepal.Length: 6.1<br />~Sepal.Width: 2.8<br />~Species: versicolor","~Sepal.Length: 6.3<br />~Sepal.Width: 2.5<br />~Species: versicolor","~Sepal.Length: 6.1<br />~Sepal.Width: 2.8<br />~Species: versicolor","~Sepal.Length: 6.4<br />~Sepal.Width: 2.9<br />~Species: versicolor","~Sepal.Length: 6.6<br />~Sepal.Width: 3.0<br />~Species: versicolor","~Sepal.Length: 6.8<br />~Sepal.Width: 2.8<br />~Species: versicolor","~Sepal.Length: 6.7<br />~Sepal.Width: 3.0<br />~Species: versicolor","~Sepal.Length: 6.0<br />~Sepal.Width: 2.9<br />~Species: versicolor","~Sepal.Length: 5.7<br />~Sepal.Width: 2.6<br />~Species: versicolor","~Sepal.Length: 5.5<br />~Sepal.Width: 2.4<br />~Species: versicolor","~Sepal.Length: 5.5<br />~Sepal.Width: 2.4<br />~Species: versicolor","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7<br />~Species: versicolor","~Sepal.Length: 6.0<br />~Sepal.Width: 2.7<br />~Species: versicolor","~Sepal.Length: 5.4<br />~Sepal.Width: 3.0<br />~Species: versicolor","~Sepal.Length: 6.0<br />~Sepal.Width: 3.4<br />~Species: versicolor","~Sepal.Length: 6.7<br />~Sepal.Width: 3.1<br />~Species: versicolor","~Sepal.Length: 6.3<br />~Sepal.Width: 2.3<br />~Species: versicolor","~Sepal.Length: 5.6<br />~Sepal.Width: 3.0<br />~Species: versicolor","~Sepal.Length: 5.5<br />~Sepal.Width: 2.5<br />~Species: versicolor","~Sepal.Length: 5.5<br />~Sepal.Width: 2.6<br />~Species: versicolor","~Sepal.Length: 6.1<br />~Sepal.Width: 3.0<br />~Species: versicolor","~Sepal.Length: 5.8<br />~Sepal.Width: 2.6<br />~Species: versicolor","~Sepal.Length: 5.0<br />~Sepal.Width: 2.3<br />~Species: versicolor","~Sepal.Length: 5.6<br />~Sepal.Width: 2.7<br />~Species: versicolor","~Sepal.Length: 5.7<br />~Sepal.Width: 3.0<br />~Species: versicolor","~Sepal.Length: 5.7<br />~Sepal.Width: 2.9<br />~Species: versicolor","~Sepal.Length: 6.2<br />~Sepal.Width: 2.9<br />~Species: versicolor","~Sepal.Length: 5.1<br />~Sepal.Width: 2.5<br />~Species: versicolor","~Sepal.Length: 5.7<br />~Sepal.Width: 2.8<br />~Species: versicolor"],"type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,186,56,1)","opacity":1,"size":5.66929133858268,"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,186,56,1)"}},"hoveron":"points","name":"versicolor","legendgroup":"versicolor","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[6.3,5.8,7.1,6.3,6.5,7.6,4.9,7.3,6.7,7.2,6.5,6.4,6.8,5.7,5.8,6.4,6.5,7.7,7.7,6,6.9,5.6,7.7,6.3,6.7,7.2,6.2,6.1,6.4,7.2,7.4,7.9,6.4,6.3,6.1,7.7,6.3,6.4,6,6.9,6.7,6.9,5.8,6.8,6.7,6.7,6.3,6.5,6.2,5.9],"y":[3.3,2.7,3,2.9,3,3,2.5,2.9,2.5,3.6,3.2,2.7,3,2.5,2.8,3.2,3,3.8,2.6,2.2,3.2,2.8,2.8,2.7,3.3,3.2,2.8,3,2.8,3,2.8,3.8,2.8,2.8,2.6,3,3.4,3.1,3,3.1,3.1,3.1,2.7,3.2,3.3,3,2.5,3,3.4,3],"text":["~Sepal.Length: 6.3<br />~Sepal.Width: 3.3<br />~Species: virginica","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7<br />~Species: virginica","~Sepal.Length: 7.1<br />~Sepal.Width: 3.0<br />~Species: virginica","~Sepal.Length: 6.3<br />~Sepal.Width: 2.9<br />~Species: virginica","~Sepal.Length: 6.5<br />~Sepal.Width: 3.0<br />~Species: virginica","~Sepal.Length: 7.6<br />~Sepal.Width: 3.0<br />~Species: virginica","~Sepal.Length: 4.9<br />~Sepal.Width: 2.5<br />~Species: virginica","~Sepal.Length: 7.3<br />~Sepal.Width: 2.9<br />~Species: virginica","~Sepal.Length: 6.7<br />~Sepal.Width: 2.5<br />~Species: virginica","~Sepal.Length: 7.2<br />~Sepal.Width: 3.6<br />~Species: virginica","~Sepal.Length: 6.5<br />~Sepal.Width: 3.2<br />~Species: virginica","~Sepal.Length: 6.4<br />~Sepal.Width: 2.7<br />~Species: virginica","~Sepal.Length: 6.8<br />~Sepal.Width: 3.0<br />~Species: virginica","~Sepal.Length: 5.7<br />~Sepal.Width: 2.5<br />~Species: virginica","~Sepal.Length: 5.8<br />~Sepal.Width: 2.8<br />~Species: virginica","~Sepal.Length: 6.4<br />~Sepal.Width: 3.2<br />~Species: virginica","~Sepal.Length: 6.5<br />~Sepal.Width: 3.0<br />~Species: virginica","~Sepal.Length: 7.7<br />~Sepal.Width: 3.8<br />~Species: virginica","~Sepal.Length: 7.7<br />~Sepal.Width: 2.6<br />~Species: virginica","~Sepal.Length: 6.0<br />~Sepal.Width: 2.2<br />~Species: virginica","~Sepal.Length: 6.9<br />~Sepal.Width: 3.2<br />~Species: virginica","~Sepal.Length: 5.6<br />~Sepal.Width: 2.8<br />~Species: virginica","~Sepal.Length: 7.7<br />~Sepal.Width: 2.8<br />~Species: virginica","~Sepal.Length: 6.3<br />~Sepal.Width: 2.7<br />~Species: virginica","~Sepal.Length: 6.7<br />~Sepal.Width: 3.3<br />~Species: virginica","~Sepal.Length: 7.2<br />~Sepal.Width: 3.2<br />~Species: virginica","~Sepal.Length: 6.2<br />~Sepal.Width: 2.8<br />~Species: virginica","~Sepal.Length: 6.1<br />~Sepal.Width: 3.0<br />~Species: virginica","~Sepal.Length: 6.4<br />~Sepal.Width: 2.8<br />~Species: virginica","~Sepal.Length: 7.2<br />~Sepal.Width: 3.0<br />~Species: virginica","~Sepal.Length: 7.4<br />~Sepal.Width: 2.8<br />~Species: virginica","~Sepal.Length: 7.9<br />~Sepal.Width: 3.8<br />~Species: virginica","~Sepal.Length: 6.4<br />~Sepal.Width: 2.8<br />~Species: virginica","~Sepal.Length: 6.3<br />~Sepal.Width: 2.8<br />~Species: virginica","~Sepal.Length: 6.1<br />~Sepal.Width: 2.6<br />~Species: virginica","~Sepal.Length: 7.7<br />~Sepal.Width: 3.0<br />~Species: virginica","~Sepal.Length: 6.3<br />~Sepal.Width: 3.4<br />~Species: virginica","~Sepal.Length: 6.4<br />~Sepal.Width: 3.1<br />~Species: virginica","~Sepal.Length: 6.0<br />~Sepal.Width: 3.0<br />~Species: virginica","~Sepal.Length: 6.9<br />~Sepal.Width: 3.1<br />~Species: virginica","~Sepal.Length: 6.7<br />~Sepal.Width: 3.1<br />~Species: virginica","~Sepal.Length: 6.9<br />~Sepal.Width: 3.1<br />~Species: virginica","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7<br />~Species: virginica","~Sepal.Length: 6.8<br />~Sepal.Width: 3.2<br />~Species: virginica","~Sepal.Length: 6.7<br />~Sepal.Width: 3.3<br />~Species: virginica","~Sepal.Length: 6.7<br />~Sepal.Width: 3.0<br />~Species: virginica","~Sepal.Length: 6.3<br />~Sepal.Width: 2.5<br />~Species: virginica","~Sepal.Length: 6.5<br />~Sepal.Width: 3.0<br />~Species: virginica","~Sepal.Length: 6.2<br />~Sepal.Width: 3.4<br />~Species: virginica","~Sepal.Length: 5.9<br />~Sepal.Width: 3.0<br />~Species: virginica"],"type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(97,156,255,1)","opacity":1,"size":5.66929133858268,"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(97,156,255,1)"}},"hoveron":"points","name":"virginica","legendgroup":"virginica","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null}],"layout":{"margin":{"t":23.3059360730594,"r":7.30593607305936,"b":37.2602739726027,"l":43.1050228310502},"plot_bgcolor":"rgba(235,235,235,1)","paper_bgcolor":"rgba(255,255,255,1)","font":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187},"xaxis":{"domain":[0,1],"type":"linear","autorange":false,"range":[4.12,8.08],"tickmode":"array","ticktext":["5","6","7","8"],"tickvals":[5,6,7,8],"categoryorder":"array","categoryarray":["5","6","7","8"],"nticks":null,"ticks":"outside","tickcolor":"rgba(51,51,51,1)","ticklen":3.65296803652968,"tickwidth":0.66417600664176,"showticklabels":true,"tickfont":{"color":"rgba(77,77,77,1)","family":"","size":11.689497716895},"tickangle":-0,"showline":false,"linecolor":null,"linewidth":0,"showgrid":true,"gridcolor":null,"gridwidth":0,"zeroline":false,"anchor":"y","title":"Sepal.Length","titlefont":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187},"hoverformat":".2f"},"yaxis":{"domain":[0,1],"type":"linear","autorange":false,"range":[1.88,4.52],"tickmode":"array","ticktext":["2.0","2.5","3.0","3.5","4.0","4.5"],"tickvals":[2,2.5,3,3.5,4,4.5],"categoryorder":"array","categoryarray":["2.0","2.5","3.0","3.5","4.0","4.5"],"nticks":null,"ticks":"outside","tickcolor":"rgba(51,51,51,1)","ticklen":3.65296803652968,"tickwidth":0.66417600664176,"showticklabels":true,"tickfont":{"color":"rgba(77,77,77,1)","family":"","size":11.689497716895},"tickangle":-0,"showline":false,"linecolor":null,"linewidth":0,"showgrid":true,"gridcolor":null,"gridwidth":0,"zeroline":false,"anchor":"x","title":"Sepal.Width","titlefont":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187},"hoverformat":".2f"},"shapes":[{"type":"rect","fillcolor":null,"line":{"color":null,"width":0,"linetype":[]},"yref":"paper","xref":"paper","x0":0,"x1":1,"y0":0,"y1":1}],"showlegend":true,"legend":{"bgcolor":"rgba(255,255,255,1)","bordercolor":"transparent","borderwidth":1.88976377952756,"font":{"color":"rgba(0,0,0,1)","family":"","size":11.689497716895},"y":0.938132733408324},"annotations":[{"text":"Species","x":1.02,"y":1,"showarrow":false,"ax":0,"ay":0,"font":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187},"xref":"paper","yref":"paper","textangle":-0,"xanchor":"left","yanchor":"bottom","legendTitle":true}],"hovermode":"closest","barmode":"relative"},"config":{"doubleClick":"reset","modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"source":"A","attrs":{"c9e513909b53":{"x":{},"y":{},"colour":{},"type":"scatter"}},"cur_data":"c9e513909b53","visdat":{"c9e513909b53":["function (y) ","x"]},"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> </div> --- ## Plot_ly vs ggplotly <div align="center"> <div id="c9e569166b92" style="width:100%;height:400px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e569166b92">{"x":{"data":[{"x":[5.1,4.9,4.7,4.6,5,5.4,4.6,5,4.4,4.9,5.4,4.8,4.8,4.3,5.8,5.7,5.4,5.1,5.7,5.1,5.4,5.1,4.6,5.1,4.8,5,5,5.2,5.2,4.7,4.8,5.4,5.2,5.5,4.9,5,5.5,4.9,4.4,5.1,5,4.5,4.4,5,5.1,4.8,5.1,4.6,5.3,5,7,6.4,6.9,5.5,6.5,5.7,6.3,4.9,6.6,5.2,5,5.9,6,6.1,5.6,6.7,5.6,5.8,6.2,5.6,5.9,6.1,6.3,6.1,6.4,6.6,6.8,6.7,6,5.7,5.5,5.5,5.8,6,5.4,6,6.7,6.3,5.6,5.5,5.5,6.1,5.8,5,5.6,5.7,5.7,6.2,5.1,5.7,6.3,5.8,7.1,6.3,6.5,7.6,4.9,7.3,6.7,7.2,6.5,6.4,6.8,5.7,5.8,6.4,6.5,7.7,7.7,6,6.9,5.6,7.7,6.3,6.7,7.2,6.2,6.1,6.4,7.2,7.4,7.9,6.4,6.3,6.1,7.7,6.3,6.4,6,6.9,6.7,6.9,5.8,6.8,6.7,6.7,6.3,6.5,6.2,5.9],"y":[3.5,3,3.2,3.1,3.6,3.9,3.4,3.4,2.9,3.1,3.7,3.4,3,3,4,4.4,3.9,3.5,3.8,3.8,3.4,3.7,3.6,3.3,3.4,3,3.4,3.5,3.4,3.2,3.1,3.4,4.1,4.2,3.1,3.2,3.5,3.6,3,3.4,3.5,2.3,3.2,3.5,3.8,3,3.8,3.2,3.7,3.3,3.2,3.2,3.1,2.3,2.8,2.8,3.3,2.4,2.9,2.7,2,3,2.2,2.9,2.9,3.1,3,2.7,2.2,2.5,3.2,2.8,2.5,2.8,2.9,3,2.8,3,2.9,2.6,2.4,2.4,2.7,2.7,3,3.4,3.1,2.3,3,2.5,2.6,3,2.6,2.3,2.7,3,2.9,2.9,2.5,2.8,3.3,2.7,3,2.9,3,3,2.5,2.9,2.5,3.6,3.2,2.7,3,2.5,2.8,3.2,3,3.8,2.6,2.2,3.2,2.8,2.8,2.7,3.3,3.2,2.8,3,2.8,3,2.8,3.8,2.8,2.8,2.6,3,3.4,3.1,3,3.1,3.1,3.1,2.7,3.2,3.3,3,2.5,3,3.4,3],"text":["~Sepal.Length: 5.1<br />~Sepal.Width: 3.5","~Sepal.Length: 4.9<br />~Sepal.Width: 3.0","~Sepal.Length: 4.7<br />~Sepal.Width: 3.2","~Sepal.Length: 4.6<br />~Sepal.Width: 3.1","~Sepal.Length: 5.0<br />~Sepal.Width: 3.6","~Sepal.Length: 5.4<br />~Sepal.Width: 3.9","~Sepal.Length: 4.6<br />~Sepal.Width: 3.4","~Sepal.Length: 5.0<br />~Sepal.Width: 3.4","~Sepal.Length: 4.4<br />~Sepal.Width: 2.9","~Sepal.Length: 4.9<br />~Sepal.Width: 3.1","~Sepal.Length: 5.4<br />~Sepal.Width: 3.7","~Sepal.Length: 4.8<br />~Sepal.Width: 3.4","~Sepal.Length: 4.8<br />~Sepal.Width: 3.0","~Sepal.Length: 4.3<br />~Sepal.Width: 3.0","~Sepal.Length: 5.8<br />~Sepal.Width: 4.0","~Sepal.Length: 5.7<br />~Sepal.Width: 4.4","~Sepal.Length: 5.4<br />~Sepal.Width: 3.9","~Sepal.Length: 5.1<br />~Sepal.Width: 3.5","~Sepal.Length: 5.7<br />~Sepal.Width: 3.8","~Sepal.Length: 5.1<br />~Sepal.Width: 3.8","~Sepal.Length: 5.4<br />~Sepal.Width: 3.4","~Sepal.Length: 5.1<br />~Sepal.Width: 3.7","~Sepal.Length: 4.6<br />~Sepal.Width: 3.6","~Sepal.Length: 5.1<br />~Sepal.Width: 3.3","~Sepal.Length: 4.8<br />~Sepal.Width: 3.4","~Sepal.Length: 5.0<br />~Sepal.Width: 3.0","~Sepal.Length: 5.0<br />~Sepal.Width: 3.4","~Sepal.Length: 5.2<br />~Sepal.Width: 3.5","~Sepal.Length: 5.2<br />~Sepal.Width: 3.4","~Sepal.Length: 4.7<br />~Sepal.Width: 3.2","~Sepal.Length: 4.8<br />~Sepal.Width: 3.1","~Sepal.Length: 5.4<br />~Sepal.Width: 3.4","~Sepal.Length: 5.2<br />~Sepal.Width: 4.1","~Sepal.Length: 5.5<br />~Sepal.Width: 4.2","~Sepal.Length: 4.9<br />~Sepal.Width: 3.1","~Sepal.Length: 5.0<br />~Sepal.Width: 3.2","~Sepal.Length: 5.5<br />~Sepal.Width: 3.5","~Sepal.Length: 4.9<br />~Sepal.Width: 3.6","~Sepal.Length: 4.4<br />~Sepal.Width: 3.0","~Sepal.Length: 5.1<br />~Sepal.Width: 3.4","~Sepal.Length: 5.0<br />~Sepal.Width: 3.5","~Sepal.Length: 4.5<br />~Sepal.Width: 2.3","~Sepal.Length: 4.4<br />~Sepal.Width: 3.2","~Sepal.Length: 5.0<br />~Sepal.Width: 3.5","~Sepal.Length: 5.1<br />~Sepal.Width: 3.8","~Sepal.Length: 4.8<br />~Sepal.Width: 3.0","~Sepal.Length: 5.1<br />~Sepal.Width: 3.8","~Sepal.Length: 4.6<br />~Sepal.Width: 3.2","~Sepal.Length: 5.3<br />~Sepal.Width: 3.7","~Sepal.Length: 5.0<br />~Sepal.Width: 3.3","~Sepal.Length: 7.0<br />~Sepal.Width: 3.2","~Sepal.Length: 6.4<br />~Sepal.Width: 3.2","~Sepal.Length: 6.9<br />~Sepal.Width: 3.1","~Sepal.Length: 5.5<br />~Sepal.Width: 2.3","~Sepal.Length: 6.5<br />~Sepal.Width: 2.8","~Sepal.Length: 5.7<br />~Sepal.Width: 2.8","~Sepal.Length: 6.3<br />~Sepal.Width: 3.3","~Sepal.Length: 4.9<br />~Sepal.Width: 2.4","~Sepal.Length: 6.6<br />~Sepal.Width: 2.9","~Sepal.Length: 5.2<br />~Sepal.Width: 2.7","~Sepal.Length: 5.0<br />~Sepal.Width: 2.0","~Sepal.Length: 5.9<br />~Sepal.Width: 3.0","~Sepal.Length: 6.0<br />~Sepal.Width: 2.2","~Sepal.Length: 6.1<br />~Sepal.Width: 2.9","~Sepal.Length: 5.6<br />~Sepal.Width: 2.9","~Sepal.Length: 6.7<br />~Sepal.Width: 3.1","~Sepal.Length: 5.6<br />~Sepal.Width: 3.0","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7","~Sepal.Length: 6.2<br />~Sepal.Width: 2.2","~Sepal.Length: 5.6<br />~Sepal.Width: 2.5","~Sepal.Length: 5.9<br />~Sepal.Width: 3.2","~Sepal.Length: 6.1<br />~Sepal.Width: 2.8","~Sepal.Length: 6.3<br />~Sepal.Width: 2.5","~Sepal.Length: 6.1<br />~Sepal.Width: 2.8","~Sepal.Length: 6.4<br />~Sepal.Width: 2.9","~Sepal.Length: 6.6<br />~Sepal.Width: 3.0","~Sepal.Length: 6.8<br />~Sepal.Width: 2.8","~Sepal.Length: 6.7<br />~Sepal.Width: 3.0","~Sepal.Length: 6.0<br />~Sepal.Width: 2.9","~Sepal.Length: 5.7<br />~Sepal.Width: 2.6","~Sepal.Length: 5.5<br />~Sepal.Width: 2.4","~Sepal.Length: 5.5<br />~Sepal.Width: 2.4","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7","~Sepal.Length: 6.0<br />~Sepal.Width: 2.7","~Sepal.Length: 5.4<br />~Sepal.Width: 3.0","~Sepal.Length: 6.0<br />~Sepal.Width: 3.4","~Sepal.Length: 6.7<br />~Sepal.Width: 3.1","~Sepal.Length: 6.3<br />~Sepal.Width: 2.3","~Sepal.Length: 5.6<br />~Sepal.Width: 3.0","~Sepal.Length: 5.5<br />~Sepal.Width: 2.5","~Sepal.Length: 5.5<br />~Sepal.Width: 2.6","~Sepal.Length: 6.1<br />~Sepal.Width: 3.0","~Sepal.Length: 5.8<br />~Sepal.Width: 2.6","~Sepal.Length: 5.0<br />~Sepal.Width: 2.3","~Sepal.Length: 5.6<br />~Sepal.Width: 2.7","~Sepal.Length: 5.7<br />~Sepal.Width: 3.0","~Sepal.Length: 5.7<br />~Sepal.Width: 2.9","~Sepal.Length: 6.2<br />~Sepal.Width: 2.9","~Sepal.Length: 5.1<br />~Sepal.Width: 2.5","~Sepal.Length: 5.7<br />~Sepal.Width: 2.8","~Sepal.Length: 6.3<br />~Sepal.Width: 3.3","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7","~Sepal.Length: 7.1<br />~Sepal.Width: 3.0","~Sepal.Length: 6.3<br />~Sepal.Width: 2.9","~Sepal.Length: 6.5<br />~Sepal.Width: 3.0","~Sepal.Length: 7.6<br />~Sepal.Width: 3.0","~Sepal.Length: 4.9<br />~Sepal.Width: 2.5","~Sepal.Length: 7.3<br />~Sepal.Width: 2.9","~Sepal.Length: 6.7<br />~Sepal.Width: 2.5","~Sepal.Length: 7.2<br />~Sepal.Width: 3.6","~Sepal.Length: 6.5<br />~Sepal.Width: 3.2","~Sepal.Length: 6.4<br />~Sepal.Width: 2.7","~Sepal.Length: 6.8<br />~Sepal.Width: 3.0","~Sepal.Length: 5.7<br />~Sepal.Width: 2.5","~Sepal.Length: 5.8<br />~Sepal.Width: 2.8","~Sepal.Length: 6.4<br />~Sepal.Width: 3.2","~Sepal.Length: 6.5<br />~Sepal.Width: 3.0","~Sepal.Length: 7.7<br />~Sepal.Width: 3.8","~Sepal.Length: 7.7<br />~Sepal.Width: 2.6","~Sepal.Length: 6.0<br />~Sepal.Width: 2.2","~Sepal.Length: 6.9<br />~Sepal.Width: 3.2","~Sepal.Length: 5.6<br />~Sepal.Width: 2.8","~Sepal.Length: 7.7<br />~Sepal.Width: 2.8","~Sepal.Length: 6.3<br />~Sepal.Width: 2.7","~Sepal.Length: 6.7<br />~Sepal.Width: 3.3","~Sepal.Length: 7.2<br />~Sepal.Width: 3.2","~Sepal.Length: 6.2<br />~Sepal.Width: 2.8","~Sepal.Length: 6.1<br />~Sepal.Width: 3.0","~Sepal.Length: 6.4<br />~Sepal.Width: 2.8","~Sepal.Length: 7.2<br />~Sepal.Width: 3.0","~Sepal.Length: 7.4<br />~Sepal.Width: 2.8","~Sepal.Length: 7.9<br />~Sepal.Width: 3.8","~Sepal.Length: 6.4<br />~Sepal.Width: 2.8","~Sepal.Length: 6.3<br />~Sepal.Width: 2.8","~Sepal.Length: 6.1<br />~Sepal.Width: 2.6","~Sepal.Length: 7.7<br />~Sepal.Width: 3.0","~Sepal.Length: 6.3<br />~Sepal.Width: 3.4","~Sepal.Length: 6.4<br />~Sepal.Width: 3.1","~Sepal.Length: 6.0<br />~Sepal.Width: 3.0","~Sepal.Length: 6.9<br />~Sepal.Width: 3.1","~Sepal.Length: 6.7<br />~Sepal.Width: 3.1","~Sepal.Length: 6.9<br />~Sepal.Width: 3.1","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7","~Sepal.Length: 6.8<br />~Sepal.Width: 3.2","~Sepal.Length: 6.7<br />~Sepal.Width: 3.3","~Sepal.Length: 6.7<br />~Sepal.Width: 3.0","~Sepal.Length: 6.3<br />~Sepal.Width: 2.5","~Sepal.Length: 6.5<br />~Sepal.Width: 3.0","~Sepal.Length: 6.2<br />~Sepal.Width: 3.4","~Sepal.Length: 5.9<br />~Sepal.Width: 3.0"],"type":"scatter","mode":"markers+lines","marker":{"autocolorscale":false,"color":"rgba(0,0,0,1)","opacity":1,"size":5.66929133858268,"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,0,0,1)"}},"hoveron":"points","showlegend":false,"xaxis":"x","yaxis":"y","hoverinfo":"text","line":{"width":1.88976377952756,"color":"rgba(0,0,0,1)","dash":"solid","shape":"hv"},"frame":null},{"x":[4.3,4.4,4.4,4.4,4.5,4.6,4.6,4.6,4.6,4.7,4.7,4.8,4.8,4.8,4.8,4.8,4.9,4.9,4.9,4.9,4.9,4.9,5,5,5,5,5,5,5,5,5,5,5.1,5.1,5.1,5.1,5.1,5.1,5.1,5.1,5.1,5.2,5.2,5.2,5.2,5.3,5.4,5.4,5.4,5.4,5.4,5.4,5.5,5.5,5.5,5.5,5.5,5.5,5.5,5.6,5.6,5.6,5.6,5.6,5.6,5.7,5.7,5.7,5.7,5.7,5.7,5.7,5.7,5.8,5.8,5.8,5.8,5.8,5.8,5.8,5.9,5.9,5.9,6,6,6,6,6,6,6.1,6.1,6.1,6.1,6.1,6.1,6.2,6.2,6.2,6.2,6.3,6.3,6.3,6.3,6.3,6.3,6.3,6.3,6.3,6.4,6.4,6.4,6.4,6.4,6.4,6.4,6.5,6.5,6.5,6.5,6.5,6.6,6.6,6.7,6.7,6.7,6.7,6.7,6.7,6.7,6.7,6.8,6.8,6.8,6.9,6.9,6.9,6.9,7,7.1,7.2,7.2,7.2,7.3,7.4,7.6,7.7,7.7,7.7,7.7,7.9],"y":[3,2.9,3,3.2,2.3,3.1,3.4,3.6,3.2,3.2,3.2,3.4,3,3.4,3.1,3,3,3.1,3.1,3.6,2.4,2.5,3.6,3.4,3,3.4,3.2,3.5,3.5,3.3,2,2.3,3.5,3.5,3.8,3.7,3.3,3.4,3.8,3.8,2.5,3.5,3.4,4.1,2.7,3.7,3.9,3.7,3.9,3.4,3.4,3,4.2,3.5,2.3,2.4,2.4,2.5,2.6,2.9,3,2.5,3,2.7,2.8,4.4,3.8,2.8,2.6,3,2.9,2.8,2.5,4,2.7,2.7,2.6,2.7,2.8,2.7,3,3.2,3,2.2,2.9,2.7,3.4,2.2,3,2.9,2.8,2.8,3,3,2.6,2.2,2.9,2.8,3.4,3.3,2.5,2.3,3.3,2.9,2.7,2.8,3.4,2.5,3.2,2.9,2.7,3.2,2.8,2.8,3.1,2.8,3,3.2,3,3,2.9,3,3.1,3,3.1,2.5,3.3,3.1,3.3,3,2.8,3,3.2,3.1,3.2,3.1,3.1,3.2,3,3.6,3.2,3,2.9,2.8,3,3.8,2.6,2.8,3,3.8],"text":["~Sepal.Length: 4.3<br />~Sepal.Width: 3.0","~Sepal.Length: 4.4<br />~Sepal.Width: 2.9","~Sepal.Length: 4.4<br />~Sepal.Width: 3.0","~Sepal.Length: 4.4<br />~Sepal.Width: 3.2","~Sepal.Length: 4.5<br />~Sepal.Width: 2.3","~Sepal.Length: 4.6<br />~Sepal.Width: 3.1","~Sepal.Length: 4.6<br />~Sepal.Width: 3.4","~Sepal.Length: 4.6<br />~Sepal.Width: 3.6","~Sepal.Length: 4.6<br />~Sepal.Width: 3.2","~Sepal.Length: 4.7<br />~Sepal.Width: 3.2","~Sepal.Length: 4.7<br />~Sepal.Width: 3.2","~Sepal.Length: 4.8<br />~Sepal.Width: 3.4","~Sepal.Length: 4.8<br />~Sepal.Width: 3.0","~Sepal.Length: 4.8<br />~Sepal.Width: 3.4","~Sepal.Length: 4.8<br />~Sepal.Width: 3.1","~Sepal.Length: 4.8<br />~Sepal.Width: 3.0","~Sepal.Length: 4.9<br />~Sepal.Width: 3.0","~Sepal.Length: 4.9<br />~Sepal.Width: 3.1","~Sepal.Length: 4.9<br />~Sepal.Width: 3.1","~Sepal.Length: 4.9<br />~Sepal.Width: 3.6","~Sepal.Length: 4.9<br />~Sepal.Width: 2.4","~Sepal.Length: 4.9<br />~Sepal.Width: 2.5","~Sepal.Length: 5.0<br />~Sepal.Width: 3.6","~Sepal.Length: 5.0<br />~Sepal.Width: 3.4","~Sepal.Length: 5.0<br />~Sepal.Width: 3.0","~Sepal.Length: 5.0<br />~Sepal.Width: 3.4","~Sepal.Length: 5.0<br />~Sepal.Width: 3.2","~Sepal.Length: 5.0<br />~Sepal.Width: 3.5","~Sepal.Length: 5.0<br />~Sepal.Width: 3.5","~Sepal.Length: 5.0<br />~Sepal.Width: 3.3","~Sepal.Length: 5.0<br />~Sepal.Width: 2.0","~Sepal.Length: 5.0<br />~Sepal.Width: 2.3","~Sepal.Length: 5.1<br />~Sepal.Width: 3.5","~Sepal.Length: 5.1<br />~Sepal.Width: 3.5","~Sepal.Length: 5.1<br />~Sepal.Width: 3.8","~Sepal.Length: 5.1<br />~Sepal.Width: 3.7","~Sepal.Length: 5.1<br />~Sepal.Width: 3.3","~Sepal.Length: 5.1<br />~Sepal.Width: 3.4","~Sepal.Length: 5.1<br />~Sepal.Width: 3.8","~Sepal.Length: 5.1<br />~Sepal.Width: 3.8","~Sepal.Length: 5.1<br />~Sepal.Width: 2.5","~Sepal.Length: 5.2<br />~Sepal.Width: 3.5","~Sepal.Length: 5.2<br />~Sepal.Width: 3.4","~Sepal.Length: 5.2<br />~Sepal.Width: 4.1","~Sepal.Length: 5.2<br />~Sepal.Width: 2.7","~Sepal.Length: 5.3<br />~Sepal.Width: 3.7","~Sepal.Length: 5.4<br />~Sepal.Width: 3.9","~Sepal.Length: 5.4<br />~Sepal.Width: 3.7","~Sepal.Length: 5.4<br />~Sepal.Width: 3.9","~Sepal.Length: 5.4<br />~Sepal.Width: 3.4","~Sepal.Length: 5.4<br />~Sepal.Width: 3.4","~Sepal.Length: 5.4<br />~Sepal.Width: 3.0","~Sepal.Length: 5.5<br />~Sepal.Width: 4.2","~Sepal.Length: 5.5<br />~Sepal.Width: 3.5","~Sepal.Length: 5.5<br />~Sepal.Width: 2.3","~Sepal.Length: 5.5<br />~Sepal.Width: 2.4","~Sepal.Length: 5.5<br />~Sepal.Width: 2.4","~Sepal.Length: 5.5<br />~Sepal.Width: 2.5","~Sepal.Length: 5.5<br />~Sepal.Width: 2.6","~Sepal.Length: 5.6<br />~Sepal.Width: 2.9","~Sepal.Length: 5.6<br />~Sepal.Width: 3.0","~Sepal.Length: 5.6<br />~Sepal.Width: 2.5","~Sepal.Length: 5.6<br />~Sepal.Width: 3.0","~Sepal.Length: 5.6<br />~Sepal.Width: 2.7","~Sepal.Length: 5.6<br />~Sepal.Width: 2.8","~Sepal.Length: 5.7<br />~Sepal.Width: 4.4","~Sepal.Length: 5.7<br />~Sepal.Width: 3.8","~Sepal.Length: 5.7<br />~Sepal.Width: 2.8","~Sepal.Length: 5.7<br />~Sepal.Width: 2.6","~Sepal.Length: 5.7<br />~Sepal.Width: 3.0","~Sepal.Length: 5.7<br />~Sepal.Width: 2.9","~Sepal.Length: 5.7<br />~Sepal.Width: 2.8","~Sepal.Length: 5.7<br />~Sepal.Width: 2.5","~Sepal.Length: 5.8<br />~Sepal.Width: 4.0","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7","~Sepal.Length: 5.8<br />~Sepal.Width: 2.6","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7","~Sepal.Length: 5.8<br />~Sepal.Width: 2.8","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7","~Sepal.Length: 5.9<br />~Sepal.Width: 3.0","~Sepal.Length: 5.9<br />~Sepal.Width: 3.2","~Sepal.Length: 5.9<br />~Sepal.Width: 3.0","~Sepal.Length: 6.0<br />~Sepal.Width: 2.2","~Sepal.Length: 6.0<br />~Sepal.Width: 2.9","~Sepal.Length: 6.0<br />~Sepal.Width: 2.7","~Sepal.Length: 6.0<br />~Sepal.Width: 3.4","~Sepal.Length: 6.0<br />~Sepal.Width: 2.2","~Sepal.Length: 6.0<br />~Sepal.Width: 3.0","~Sepal.Length: 6.1<br />~Sepal.Width: 2.9","~Sepal.Length: 6.1<br />~Sepal.Width: 2.8","~Sepal.Length: 6.1<br />~Sepal.Width: 2.8","~Sepal.Length: 6.1<br />~Sepal.Width: 3.0","~Sepal.Length: 6.1<br />~Sepal.Width: 3.0","~Sepal.Length: 6.1<br />~Sepal.Width: 2.6","~Sepal.Length: 6.2<br />~Sepal.Width: 2.2","~Sepal.Length: 6.2<br />~Sepal.Width: 2.9","~Sepal.Length: 6.2<br />~Sepal.Width: 2.8","~Sepal.Length: 6.2<br />~Sepal.Width: 3.4","~Sepal.Length: 6.3<br />~Sepal.Width: 3.3","~Sepal.Length: 6.3<br />~Sepal.Width: 2.5","~Sepal.Length: 6.3<br />~Sepal.Width: 2.3","~Sepal.Length: 6.3<br />~Sepal.Width: 3.3","~Sepal.Length: 6.3<br />~Sepal.Width: 2.9","~Sepal.Length: 6.3<br />~Sepal.Width: 2.7","~Sepal.Length: 6.3<br />~Sepal.Width: 2.8","~Sepal.Length: 6.3<br />~Sepal.Width: 3.4","~Sepal.Length: 6.3<br />~Sepal.Width: 2.5","~Sepal.Length: 6.4<br />~Sepal.Width: 3.2","~Sepal.Length: 6.4<br />~Sepal.Width: 2.9","~Sepal.Length: 6.4<br />~Sepal.Width: 2.7","~Sepal.Length: 6.4<br />~Sepal.Width: 3.2","~Sepal.Length: 6.4<br />~Sepal.Width: 2.8","~Sepal.Length: 6.4<br />~Sepal.Width: 2.8","~Sepal.Length: 6.4<br />~Sepal.Width: 3.1","~Sepal.Length: 6.5<br />~Sepal.Width: 2.8","~Sepal.Length: 6.5<br />~Sepal.Width: 3.0","~Sepal.Length: 6.5<br />~Sepal.Width: 3.2","~Sepal.Length: 6.5<br />~Sepal.Width: 3.0","~Sepal.Length: 6.5<br />~Sepal.Width: 3.0","~Sepal.Length: 6.6<br />~Sepal.Width: 2.9","~Sepal.Length: 6.6<br />~Sepal.Width: 3.0","~Sepal.Length: 6.7<br />~Sepal.Width: 3.1","~Sepal.Length: 6.7<br />~Sepal.Width: 3.0","~Sepal.Length: 6.7<br />~Sepal.Width: 3.1","~Sepal.Length: 6.7<br />~Sepal.Width: 2.5","~Sepal.Length: 6.7<br />~Sepal.Width: 3.3","~Sepal.Length: 6.7<br />~Sepal.Width: 3.1","~Sepal.Length: 6.7<br />~Sepal.Width: 3.3","~Sepal.Length: 6.7<br />~Sepal.Width: 3.0","~Sepal.Length: 6.8<br />~Sepal.Width: 2.8","~Sepal.Length: 6.8<br />~Sepal.Width: 3.0","~Sepal.Length: 6.8<br />~Sepal.Width: 3.2","~Sepal.Length: 6.9<br />~Sepal.Width: 3.1","~Sepal.Length: 6.9<br />~Sepal.Width: 3.2","~Sepal.Length: 6.9<br />~Sepal.Width: 3.1","~Sepal.Length: 6.9<br />~Sepal.Width: 3.1","~Sepal.Length: 7.0<br />~Sepal.Width: 3.2","~Sepal.Length: 7.1<br />~Sepal.Width: 3.0","~Sepal.Length: 7.2<br />~Sepal.Width: 3.6","~Sepal.Length: 7.2<br />~Sepal.Width: 3.2","~Sepal.Length: 7.2<br />~Sepal.Width: 3.0","~Sepal.Length: 7.3<br />~Sepal.Width: 2.9","~Sepal.Length: 7.4<br />~Sepal.Width: 2.8","~Sepal.Length: 7.6<br />~Sepal.Width: 3.0","~Sepal.Length: 7.7<br />~Sepal.Width: 3.8","~Sepal.Length: 7.7<br />~Sepal.Width: 2.6","~Sepal.Length: 7.7<br />~Sepal.Width: 2.8","~Sepal.Length: 7.7<br />~Sepal.Width: 3.0","~Sepal.Length: 7.9<br />~Sepal.Width: 3.8"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,0,0,1)","dash":"solid"},"hoveron":"points","showlegend":false,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[4.3,4.34556962025316,4.39113924050633,4.43670886075949,4.48227848101266,4.52784810126582,4.57341772151899,4.61898734177215,4.66455696202532,4.71012658227848,4.75569620253165,4.80126582278481,4.84683544303797,4.89240506329114,4.9379746835443,4.98354430379747,5.02911392405063,5.0746835443038,5.12025316455696,5.16582278481013,5.21139240506329,5.25696202531646,5.30253164556962,5.34810126582278,5.39367088607595,5.43924050632911,5.48481012658228,5.53037974683544,5.57594936708861,5.62151898734177,5.66708860759494,5.7126582278481,5.75822784810127,5.80379746835443,5.8493670886076,5.89493670886076,5.94050632911392,5.98607594936709,6.03164556962025,6.07721518987342,6.12278481012658,6.16835443037975,6.21392405063291,6.25949367088608,6.30506329113924,6.35063291139241,6.39620253164557,6.44177215189873,6.4873417721519,6.53291139240506,6.57848101265823,6.62405063291139,6.66962025316456,6.71518987341772,6.76075949367089,6.80632911392405,6.85189873417722,6.89746835443038,6.94303797468354,6.98860759493671,7.03417721518987,7.07974683544304,7.1253164556962,7.17088607594937,7.21645569620253,7.2620253164557,7.30759493670886,7.35316455696203,7.39873417721519,7.44430379746835,7.48987341772152,7.53544303797468,7.58101265822785,7.62658227848101,7.67215189873418,7.71772151898734,7.76329113924051,7.80886075949367,7.85443037974684,7.9],"y":[2.8664381986508,2.90930785572911,2.94967906814817,2.98754677013039,3.02290589589819,3.05575137967398,3.08607815568016,3.11388115813915,3.13915532127336,3.16189557930521,3.18209686645709,3.19975411695143,3.21486226501064,3.22741624485712,3.23707919149884,3.24354342324956,3.24733768789103,3.24900654975747,3.2487348086421,3.2443813663222,3.23602428330543,3.22430893810946,3.20988070925197,3.19338497525062,3.1754671146231,3.15677250588708,3.13794652756022,3.11559048564562,3.08094350429985,3.04156234429191,3.00616426377186,2.98262735573478,2.96230590661284,2.94111847256524,2.91997789589114,2.89979701888967,2.88148868386,2.86596573310126,2.8541410089126,2.84692735359317,2.84532550643175,2.84978951262585,2.85879987614125,2.87063962850527,2.88359180124523,2.89593942588844,2.90596553396223,2.91447263450402,2.9240538755395,2.9344057271682,2.94520545105376,2.95613030885982,2.96685756225004,2.97706447288804,2.98642830243746,2.99464402666018,3.00259439305782,3.01091137772041,3.01958463383053,3.0286038145708,3.03795857312382,3.04763856267218,3.05763343639849,3.06793284748536,3.07852644911538,3.08940389447116,3.1005548367353,3.11196892909041,3.12363582471908,3.13554517680392,3.14768663852752,3.16004986307251,3.17262450362146,3.185400213357,3.19836664546172,3.21151345311821,3.2248302895091,3.23830680781697,3.25193266122443,3.26569750291409],"text":["~Sepal.Length: 4.300000<br />~Sepal.Width: 2.866438","~Sepal.Length: 4.345570<br />~Sepal.Width: 2.909308","~Sepal.Length: 4.391139<br />~Sepal.Width: 2.949679","~Sepal.Length: 4.436709<br />~Sepal.Width: 2.987547","~Sepal.Length: 4.482278<br />~Sepal.Width: 3.022906","~Sepal.Length: 4.527848<br />~Sepal.Width: 3.055751","~Sepal.Length: 4.573418<br />~Sepal.Width: 3.086078","~Sepal.Length: 4.618987<br />~Sepal.Width: 3.113881","~Sepal.Length: 4.664557<br />~Sepal.Width: 3.139155","~Sepal.Length: 4.710127<br />~Sepal.Width: 3.161896","~Sepal.Length: 4.755696<br />~Sepal.Width: 3.182097","~Sepal.Length: 4.801266<br />~Sepal.Width: 3.199754","~Sepal.Length: 4.846835<br />~Sepal.Width: 3.214862","~Sepal.Length: 4.892405<br />~Sepal.Width: 3.227416","~Sepal.Length: 4.937975<br />~Sepal.Width: 3.237079","~Sepal.Length: 4.983544<br />~Sepal.Width: 3.243543","~Sepal.Length: 5.029114<br />~Sepal.Width: 3.247338","~Sepal.Length: 5.074684<br />~Sepal.Width: 3.249007","~Sepal.Length: 5.120253<br />~Sepal.Width: 3.248735","~Sepal.Length: 5.165823<br />~Sepal.Width: 3.244381","~Sepal.Length: 5.211392<br />~Sepal.Width: 3.236024","~Sepal.Length: 5.256962<br />~Sepal.Width: 3.224309","~Sepal.Length: 5.302532<br />~Sepal.Width: 3.209881","~Sepal.Length: 5.348101<br />~Sepal.Width: 3.193385","~Sepal.Length: 5.393671<br />~Sepal.Width: 3.175467","~Sepal.Length: 5.439241<br />~Sepal.Width: 3.156773","~Sepal.Length: 5.484810<br />~Sepal.Width: 3.137947","~Sepal.Length: 5.530380<br />~Sepal.Width: 3.115590","~Sepal.Length: 5.575949<br />~Sepal.Width: 3.080944","~Sepal.Length: 5.621519<br />~Sepal.Width: 3.041562","~Sepal.Length: 5.667089<br />~Sepal.Width: 3.006164","~Sepal.Length: 5.712658<br />~Sepal.Width: 2.982627","~Sepal.Length: 5.758228<br />~Sepal.Width: 2.962306","~Sepal.Length: 5.803797<br />~Sepal.Width: 2.941118","~Sepal.Length: 5.849367<br />~Sepal.Width: 2.919978","~Sepal.Length: 5.894937<br />~Sepal.Width: 2.899797","~Sepal.Length: 5.940506<br />~Sepal.Width: 2.881489","~Sepal.Length: 5.986076<br />~Sepal.Width: 2.865966","~Sepal.Length: 6.031646<br />~Sepal.Width: 2.854141","~Sepal.Length: 6.077215<br />~Sepal.Width: 2.846927","~Sepal.Length: 6.122785<br />~Sepal.Width: 2.845326","~Sepal.Length: 6.168354<br />~Sepal.Width: 2.849790","~Sepal.Length: 6.213924<br />~Sepal.Width: 2.858800","~Sepal.Length: 6.259494<br />~Sepal.Width: 2.870640","~Sepal.Length: 6.305063<br />~Sepal.Width: 2.883592","~Sepal.Length: 6.350633<br />~Sepal.Width: 2.895939","~Sepal.Length: 6.396203<br />~Sepal.Width: 2.905966","~Sepal.Length: 6.441772<br />~Sepal.Width: 2.914473","~Sepal.Length: 6.487342<br />~Sepal.Width: 2.924054","~Sepal.Length: 6.532911<br />~Sepal.Width: 2.934406","~Sepal.Length: 6.578481<br />~Sepal.Width: 2.945205","~Sepal.Length: 6.624051<br />~Sepal.Width: 2.956130","~Sepal.Length: 6.669620<br />~Sepal.Width: 2.966858","~Sepal.Length: 6.715190<br />~Sepal.Width: 2.977064","~Sepal.Length: 6.760759<br />~Sepal.Width: 2.986428","~Sepal.Length: 6.806329<br />~Sepal.Width: 2.994644","~Sepal.Length: 6.851899<br />~Sepal.Width: 3.002594","~Sepal.Length: 6.897468<br />~Sepal.Width: 3.010911","~Sepal.Length: 6.943038<br />~Sepal.Width: 3.019585","~Sepal.Length: 6.988608<br />~Sepal.Width: 3.028604","~Sepal.Length: 7.034177<br />~Sepal.Width: 3.037959","~Sepal.Length: 7.079747<br />~Sepal.Width: 3.047639","~Sepal.Length: 7.125316<br />~Sepal.Width: 3.057633","~Sepal.Length: 7.170886<br />~Sepal.Width: 3.067933","~Sepal.Length: 7.216456<br />~Sepal.Width: 3.078526","~Sepal.Length: 7.262025<br />~Sepal.Width: 3.089404","~Sepal.Length: 7.307595<br />~Sepal.Width: 3.100555","~Sepal.Length: 7.353165<br />~Sepal.Width: 3.111969","~Sepal.Length: 7.398734<br />~Sepal.Width: 3.123636","~Sepal.Length: 7.444304<br />~Sepal.Width: 3.135545","~Sepal.Length: 7.489873<br />~Sepal.Width: 3.147687","~Sepal.Length: 7.535443<br />~Sepal.Width: 3.160050","~Sepal.Length: 7.581013<br />~Sepal.Width: 3.172625","~Sepal.Length: 7.626582<br />~Sepal.Width: 3.185400","~Sepal.Length: 7.672152<br />~Sepal.Width: 3.198367","~Sepal.Length: 7.717722<br />~Sepal.Width: 3.211513","~Sepal.Length: 7.763291<br />~Sepal.Width: 3.224830","~Sepal.Length: 7.808861<br />~Sepal.Width: 3.238307","~Sepal.Length: 7.854430<br />~Sepal.Width: 3.251933","~Sepal.Length: 7.900000<br />~Sepal.Width: 3.265698"],"type":"scatter","mode":"lines","name":"fitted values","line":{"width":3.77952755905512,"color":"rgba(51,102,255,1)","dash":"solid"},"hoveron":"points","showlegend":false,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[4.3,4.34556962025316,4.39113924050633,4.43670886075949,4.48227848101266,4.52784810126582,4.57341772151899,4.61898734177215,4.66455696202532,4.71012658227848,4.75569620253165,4.80126582278481,4.84683544303797,4.89240506329114,4.9379746835443,4.98354430379747,5.02911392405063,5.0746835443038,5.12025316455696,5.16582278481013,5.21139240506329,5.25696202531646,5.30253164556962,5.34810126582278,5.39367088607595,5.43924050632911,5.48481012658228,5.53037974683544,5.57594936708861,5.62151898734177,5.66708860759494,5.7126582278481,5.75822784810127,5.80379746835443,5.8493670886076,5.89493670886076,5.94050632911392,5.98607594936709,6.03164556962025,6.07721518987342,6.12278481012658,6.16835443037975,6.21392405063291,6.25949367088608,6.30506329113924,6.35063291139241,6.39620253164557,6.44177215189873,6.4873417721519,6.53291139240506,6.57848101265823,6.62405063291139,6.66962025316456,6.71518987341772,6.76075949367089,6.80632911392405,6.85189873417722,6.89746835443038,6.94303797468354,6.98860759493671,7.03417721518987,7.07974683544304,7.1253164556962,7.17088607594937,7.21645569620253,7.2620253164557,7.30759493670886,7.35316455696203,7.39873417721519,7.44430379746835,7.48987341772152,7.53544303797468,7.58101265822785,7.62658227848101,7.67215189873418,7.71772151898734,7.76329113924051,7.80886075949367,7.85443037974684,7.9,7.9,7.9,7.85443037974684,7.80886075949367,7.76329113924051,7.71772151898734,7.67215189873418,7.62658227848101,7.58101265822785,7.53544303797468,7.48987341772152,7.44430379746835,7.39873417721519,7.35316455696203,7.30759493670886,7.2620253164557,7.21645569620253,7.17088607594937,7.1253164556962,7.07974683544304,7.03417721518987,6.98860759493671,6.94303797468354,6.89746835443038,6.85189873417722,6.80632911392405,6.76075949367089,6.71518987341772,6.66962025316456,6.62405063291139,6.57848101265823,6.53291139240506,6.4873417721519,6.44177215189873,6.39620253164557,6.35063291139241,6.30506329113924,6.25949367088608,6.21392405063291,6.16835443037975,6.12278481012658,6.07721518987342,6.03164556962025,5.98607594936709,5.94050632911392,5.89493670886076,5.8493670886076,5.80379746835443,5.75822784810127,5.7126582278481,5.66708860759494,5.62151898734177,5.57594936708861,5.53037974683544,5.48481012658228,5.43924050632911,5.39367088607595,5.34810126582278,5.30253164556962,5.25696202531646,5.21139240506329,5.16582278481013,5.12025316455696,5.0746835443038,5.02911392405063,4.98354430379747,4.9379746835443,4.89240506329114,4.84683544303797,4.80126582278481,4.75569620253165,4.71012658227848,4.66455696202532,4.61898734177215,4.57341772151899,4.52784810126582,4.48227848101266,4.43670886075949,4.39113924050633,4.34556962025316,4.3,4.3],"y":[2.50239694377264,2.57988988503753,2.65259525603398,2.72041770222526,2.78324585259842,2.8409521432399,2.89339626677218,2.94043551779564,2.98194610420819,3.01785809593467,3.04820060035764,3.07314296861901,3.09300966716707,3.10825293027333,3.11917823751486,3.12608160881622,3.12966857814557,3.13060574527944,3.12940353966087,3.12520550197213,3.11757887883188,3.10618912239697,3.0909279341681,3.07220099511385,3.05103438687735,3.0289653134461,3.00780133742277,2.98540136930933,2.95234779587317,2.91365242324723,2.87763572925296,2.85415546356085,2.83633030856587,2.81893195580895,2.80120992806634,2.78272350553377,2.76378551682263,2.74570043938414,2.73060495130387,2.72103456036822,2.71943185929302,2.72575419723939,2.73698585976088,2.7502664725047,2.76346197991003,2.77527989475914,2.78499922315827,2.79388954996066,2.80389959747421,2.81442383214688,2.82495033423335,2.83510256677097,2.84463880834628,2.85342376157196,2.86137748866071,2.86842200662318,2.87526604227862,2.88230791858667,2.88943552020635,2.89652138020665,2.90342626697974,2.91000407055511,2.91610780810962,2.92159622101619,2.92634014248264,2.93022771340276,2.93316769615203,2.93509054208011,2.93594735499982,2.93570727826045,2.93435400574686,2.93188207709828,2.92829344354613,2.92359457929105,2.91779423270818,2.91090179029709,2.90292616277628,2.89387508182671,2.88375470050821,2.87256940678681,2.87256940678681,3.65882559904137,3.62011062194065,3.58273853380723,3.54673441624191,3.51212511593933,3.47893905821525,3.44720584742295,3.4169555636968,3.38821764904673,3.36101927130819,3.33538307534738,3.31132429443834,3.2888473161007,3.26794197731857,3.24858007553957,3.23071275574812,3.21426947395452,3.19915906468737,3.18527305478925,3.17249087926789,3.16068624893496,3.14973374745472,3.13951483685415,3.12992274383703,3.12086604669718,3.11147911621422,3.10070518420411,3.0890763161538,3.07715805094868,3.06546056787417,3.05438762218951,3.04420815360479,3.03505571904738,3.02693184476619,3.01659895701774,3.00372162258042,2.99101278450584,2.98061389252163,2.97382482801232,2.97121915357049,2.97282014681812,2.97767706652133,2.98623102681837,2.99919185089737,3.01687053224558,3.03874586371594,3.06330498932153,3.0882815046598,3.11109924790871,3.13469279829075,3.16947226533658,3.20953921272653,3.24577960198191,3.26809171769767,3.28457969832805,3.29989984236885,3.3145689553874,3.32883348433584,3.34242875382196,3.35446968777898,3.36355723067227,3.36806607762333,3.36740735423549,3.36500679763649,3.36100523768289,3.35498014548282,3.34657955944092,3.33671486285421,3.32636526528386,3.31599313255655,3.30593306267574,3.29636453833854,3.28732679848266,3.27876004458814,3.27055061610805,3.26256593919796,3.25467583803552,3.24676288026236,3.2387258264207,3.23047945352897,2.50239694377264],"text":["~Sepal.Length: 4.300000<br />~Sepal.Width: 2.866438","~Sepal.Length: 4.345570<br />~Sepal.Width: 2.909308","~Sepal.Length: 4.391139<br />~Sepal.Width: 2.949679","~Sepal.Length: 4.436709<br />~Sepal.Width: 2.987547","~Sepal.Length: 4.482278<br />~Sepal.Width: 3.022906","~Sepal.Length: 4.527848<br />~Sepal.Width: 3.055751","~Sepal.Length: 4.573418<br />~Sepal.Width: 3.086078","~Sepal.Length: 4.618987<br />~Sepal.Width: 3.113881","~Sepal.Length: 4.664557<br />~Sepal.Width: 3.139155","~Sepal.Length: 4.710127<br />~Sepal.Width: 3.161896","~Sepal.Length: 4.755696<br />~Sepal.Width: 3.182097","~Sepal.Length: 4.801266<br />~Sepal.Width: 3.199754","~Sepal.Length: 4.846835<br />~Sepal.Width: 3.214862","~Sepal.Length: 4.892405<br />~Sepal.Width: 3.227416","~Sepal.Length: 4.937975<br />~Sepal.Width: 3.237079","~Sepal.Length: 4.983544<br />~Sepal.Width: 3.243543","~Sepal.Length: 5.029114<br />~Sepal.Width: 3.247338","~Sepal.Length: 5.074684<br />~Sepal.Width: 3.249007","~Sepal.Length: 5.120253<br />~Sepal.Width: 3.248735","~Sepal.Length: 5.165823<br />~Sepal.Width: 3.244381","~Sepal.Length: 5.211392<br />~Sepal.Width: 3.236024","~Sepal.Length: 5.256962<br />~Sepal.Width: 3.224309","~Sepal.Length: 5.302532<br />~Sepal.Width: 3.209881","~Sepal.Length: 5.348101<br />~Sepal.Width: 3.193385","~Sepal.Length: 5.393671<br />~Sepal.Width: 3.175467","~Sepal.Length: 5.439241<br />~Sepal.Width: 3.156773","~Sepal.Length: 5.484810<br />~Sepal.Width: 3.137947","~Sepal.Length: 5.530380<br />~Sepal.Width: 3.115590","~Sepal.Length: 5.575949<br />~Sepal.Width: 3.080944","~Sepal.Length: 5.621519<br />~Sepal.Width: 3.041562","~Sepal.Length: 5.667089<br />~Sepal.Width: 3.006164","~Sepal.Length: 5.712658<br />~Sepal.Width: 2.982627","~Sepal.Length: 5.758228<br />~Sepal.Width: 2.962306","~Sepal.Length: 5.803797<br />~Sepal.Width: 2.941118","~Sepal.Length: 5.849367<br />~Sepal.Width: 2.919978","~Sepal.Length: 5.894937<br />~Sepal.Width: 2.899797","~Sepal.Length: 5.940506<br />~Sepal.Width: 2.881489","~Sepal.Length: 5.986076<br />~Sepal.Width: 2.865966","~Sepal.Length: 6.031646<br />~Sepal.Width: 2.854141","~Sepal.Length: 6.077215<br />~Sepal.Width: 2.846927","~Sepal.Length: 6.122785<br />~Sepal.Width: 2.845326","~Sepal.Length: 6.168354<br />~Sepal.Width: 2.849790","~Sepal.Length: 6.213924<br />~Sepal.Width: 2.858800","~Sepal.Length: 6.259494<br />~Sepal.Width: 2.870640","~Sepal.Length: 6.305063<br />~Sepal.Width: 2.883592","~Sepal.Length: 6.350633<br />~Sepal.Width: 2.895939","~Sepal.Length: 6.396203<br />~Sepal.Width: 2.905966","~Sepal.Length: 6.441772<br />~Sepal.Width: 2.914473","~Sepal.Length: 6.487342<br />~Sepal.Width: 2.924054","~Sepal.Length: 6.532911<br />~Sepal.Width: 2.934406","~Sepal.Length: 6.578481<br />~Sepal.Width: 2.945205","~Sepal.Length: 6.624051<br />~Sepal.Width: 2.956130","~Sepal.Length: 6.669620<br />~Sepal.Width: 2.966858","~Sepal.Length: 6.715190<br />~Sepal.Width: 2.977064","~Sepal.Length: 6.760759<br />~Sepal.Width: 2.986428","~Sepal.Length: 6.806329<br />~Sepal.Width: 2.994644","~Sepal.Length: 6.851899<br />~Sepal.Width: 3.002594","~Sepal.Length: 6.897468<br />~Sepal.Width: 3.010911","~Sepal.Length: 6.943038<br />~Sepal.Width: 3.019585","~Sepal.Length: 6.988608<br />~Sepal.Width: 3.028604","~Sepal.Length: 7.034177<br />~Sepal.Width: 3.037959","~Sepal.Length: 7.079747<br />~Sepal.Width: 3.047639","~Sepal.Length: 7.125316<br />~Sepal.Width: 3.057633","~Sepal.Length: 7.170886<br />~Sepal.Width: 3.067933","~Sepal.Length: 7.216456<br />~Sepal.Width: 3.078526","~Sepal.Length: 7.262025<br />~Sepal.Width: 3.089404","~Sepal.Length: 7.307595<br />~Sepal.Width: 3.100555","~Sepal.Length: 7.353165<br />~Sepal.Width: 3.111969","~Sepal.Length: 7.398734<br />~Sepal.Width: 3.123636","~Sepal.Length: 7.444304<br />~Sepal.Width: 3.135545","~Sepal.Length: 7.489873<br />~Sepal.Width: 3.147687","~Sepal.Length: 7.535443<br />~Sepal.Width: 3.160050","~Sepal.Length: 7.581013<br />~Sepal.Width: 3.172625","~Sepal.Length: 7.626582<br />~Sepal.Width: 3.185400","~Sepal.Length: 7.672152<br />~Sepal.Width: 3.198367","~Sepal.Length: 7.717722<br />~Sepal.Width: 3.211513","~Sepal.Length: 7.763291<br />~Sepal.Width: 3.224830","~Sepal.Length: 7.808861<br />~Sepal.Width: 3.238307","~Sepal.Length: 7.854430<br />~Sepal.Width: 3.251933","~Sepal.Length: 7.900000<br />~Sepal.Width: 3.265698","~Sepal.Length: 7.900000<br />~Sepal.Width: 3.265698","~Sepal.Length: 7.900000<br />~Sepal.Width: 3.265698","~Sepal.Length: 7.854430<br />~Sepal.Width: 3.251933","~Sepal.Length: 7.808861<br />~Sepal.Width: 3.238307","~Sepal.Length: 7.763291<br />~Sepal.Width: 3.224830","~Sepal.Length: 7.717722<br />~Sepal.Width: 3.211513","~Sepal.Length: 7.672152<br />~Sepal.Width: 3.198367","~Sepal.Length: 7.626582<br />~Sepal.Width: 3.185400","~Sepal.Length: 7.581013<br />~Sepal.Width: 3.172625","~Sepal.Length: 7.535443<br />~Sepal.Width: 3.160050","~Sepal.Length: 7.489873<br />~Sepal.Width: 3.147687","~Sepal.Length: 7.444304<br />~Sepal.Width: 3.135545","~Sepal.Length: 7.398734<br />~Sepal.Width: 3.123636","~Sepal.Length: 7.353165<br />~Sepal.Width: 3.111969","~Sepal.Length: 7.307595<br />~Sepal.Width: 3.100555","~Sepal.Length: 7.262025<br />~Sepal.Width: 3.089404","~Sepal.Length: 7.216456<br />~Sepal.Width: 3.078526","~Sepal.Length: 7.170886<br />~Sepal.Width: 3.067933","~Sepal.Length: 7.125316<br />~Sepal.Width: 3.057633","~Sepal.Length: 7.079747<br />~Sepal.Width: 3.047639","~Sepal.Length: 7.034177<br />~Sepal.Width: 3.037959","~Sepal.Length: 6.988608<br />~Sepal.Width: 3.028604","~Sepal.Length: 6.943038<br />~Sepal.Width: 3.019585","~Sepal.Length: 6.897468<br />~Sepal.Width: 3.010911","~Sepal.Length: 6.851899<br />~Sepal.Width: 3.002594","~Sepal.Length: 6.806329<br />~Sepal.Width: 2.994644","~Sepal.Length: 6.760759<br />~Sepal.Width: 2.986428","~Sepal.Length: 6.715190<br />~Sepal.Width: 2.977064","~Sepal.Length: 6.669620<br />~Sepal.Width: 2.966858","~Sepal.Length: 6.624051<br />~Sepal.Width: 2.956130","~Sepal.Length: 6.578481<br />~Sepal.Width: 2.945205","~Sepal.Length: 6.532911<br />~Sepal.Width: 2.934406","~Sepal.Length: 6.487342<br />~Sepal.Width: 2.924054","~Sepal.Length: 6.441772<br />~Sepal.Width: 2.914473","~Sepal.Length: 6.396203<br />~Sepal.Width: 2.905966","~Sepal.Length: 6.350633<br />~Sepal.Width: 2.895939","~Sepal.Length: 6.305063<br />~Sepal.Width: 2.883592","~Sepal.Length: 6.259494<br />~Sepal.Width: 2.870640","~Sepal.Length: 6.213924<br />~Sepal.Width: 2.858800","~Sepal.Length: 6.168354<br />~Sepal.Width: 2.849790","~Sepal.Length: 6.122785<br />~Sepal.Width: 2.845326","~Sepal.Length: 6.077215<br />~Sepal.Width: 2.846927","~Sepal.Length: 6.031646<br />~Sepal.Width: 2.854141","~Sepal.Length: 5.986076<br />~Sepal.Width: 2.865966","~Sepal.Length: 5.940506<br />~Sepal.Width: 2.881489","~Sepal.Length: 5.894937<br />~Sepal.Width: 2.899797","~Sepal.Length: 5.849367<br />~Sepal.Width: 2.919978","~Sepal.Length: 5.803797<br />~Sepal.Width: 2.941118","~Sepal.Length: 5.758228<br />~Sepal.Width: 2.962306","~Sepal.Length: 5.712658<br />~Sepal.Width: 2.982627","~Sepal.Length: 5.667089<br />~Sepal.Width: 3.006164","~Sepal.Length: 5.621519<br />~Sepal.Width: 3.041562","~Sepal.Length: 5.575949<br />~Sepal.Width: 3.080944","~Sepal.Length: 5.530380<br />~Sepal.Width: 3.115590","~Sepal.Length: 5.484810<br />~Sepal.Width: 3.137947","~Sepal.Length: 5.439241<br />~Sepal.Width: 3.156773","~Sepal.Length: 5.393671<br />~Sepal.Width: 3.175467","~Sepal.Length: 5.348101<br />~Sepal.Width: 3.193385","~Sepal.Length: 5.302532<br />~Sepal.Width: 3.209881","~Sepal.Length: 5.256962<br />~Sepal.Width: 3.224309","~Sepal.Length: 5.211392<br />~Sepal.Width: 3.236024","~Sepal.Length: 5.165823<br />~Sepal.Width: 3.244381","~Sepal.Length: 5.120253<br />~Sepal.Width: 3.248735","~Sepal.Length: 5.074684<br />~Sepal.Width: 3.249007","~Sepal.Length: 5.029114<br />~Sepal.Width: 3.247338","~Sepal.Length: 4.983544<br />~Sepal.Width: 3.243543","~Sepal.Length: 4.937975<br />~Sepal.Width: 3.237079","~Sepal.Length: 4.892405<br />~Sepal.Width: 3.227416","~Sepal.Length: 4.846835<br />~Sepal.Width: 3.214862","~Sepal.Length: 4.801266<br />~Sepal.Width: 3.199754","~Sepal.Length: 4.755696<br />~Sepal.Width: 3.182097","~Sepal.Length: 4.710127<br />~Sepal.Width: 3.161896","~Sepal.Length: 4.664557<br />~Sepal.Width: 3.139155","~Sepal.Length: 4.618987<br />~Sepal.Width: 3.113881","~Sepal.Length: 4.573418<br />~Sepal.Width: 3.086078","~Sepal.Length: 4.527848<br />~Sepal.Width: 3.055751","~Sepal.Length: 4.482278<br />~Sepal.Width: 3.022906","~Sepal.Length: 4.436709<br />~Sepal.Width: 2.987547","~Sepal.Length: 4.391139<br />~Sepal.Width: 2.949679","~Sepal.Length: 4.345570<br />~Sepal.Width: 2.909308","~Sepal.Length: 4.300000<br />~Sepal.Width: 2.866438","~Sepal.Length: 4.300000<br />~Sepal.Width: 2.866438"],"type":"scatter","mode":"lines","line":{"width":3.77952755905512,"color":"transparent","dash":"solid"},"fill":"toself","fillcolor":"rgba(153,153,153,0.4)","hoveron":"points","hoverinfo":"x+y","showlegend":false,"xaxis":"x","yaxis":"y","frame":null},{"x":[5.1,5.1,null,4.9,4.9,null,4.7,4.7,null,4.6,4.6,null,5,5,null,5.4,5.4,null,4.6,4.6,null,5,5,null,4.4,4.4,null,4.9,4.9,null,5.4,5.4,null,4.8,4.8,null,4.8,4.8,null,4.3,4.3,null,5.8,5.8,null,5.7,5.7,null,5.4,5.4,null,5.1,5.1,null,5.7,5.7,null,5.1,5.1,null,5.4,5.4,null,5.1,5.1,null,4.6,4.6,null,5.1,5.1,null,4.8,4.8,null,5,5,null,5,5,null,5.2,5.2,null,5.2,5.2,null,4.7,4.7,null,4.8,4.8,null,5.4,5.4,null,5.2,5.2,null,5.5,5.5,null,4.9,4.9,null,5,5,null,5.5,5.5,null,4.9,4.9,null,4.4,4.4,null,5.1,5.1,null,5,5,null,4.5,4.5,null,4.4,4.4,null,5,5,null,5.1,5.1,null,4.8,4.8,null,5.1,5.1,null,4.6,4.6,null,5.3,5.3,null,5,5,null,7,7,null,6.4,6.4,null,6.9,6.9,null,5.5,5.5,null,6.5,6.5,null,5.7,5.7,null,6.3,6.3,null,4.9,4.9,null,6.6,6.6,null,5.2,5.2,null,5,5,null,5.9,5.9,null,6,6,null,6.1,6.1,null,5.6,5.6,null,6.7,6.7,null,5.6,5.6,null,5.8,5.8,null,6.2,6.2,null,5.6,5.6,null,5.9,5.9,null,6.1,6.1,null,6.3,6.3,null,6.1,6.1,null,6.4,6.4,null,6.6,6.6,null,6.8,6.8,null,6.7,6.7,null,6,6,null,5.7,5.7,null,5.5,5.5,null,5.5,5.5,null,5.8,5.8,null,6,6,null,5.4,5.4,null,6,6,null,6.7,6.7,null,6.3,6.3,null,5.6,5.6,null,5.5,5.5,null,5.5,5.5,null,6.1,6.1,null,5.8,5.8,null,5,5,null,5.6,5.6,null,5.7,5.7,null,5.7,5.7,null,6.2,6.2,null,5.1,5.1,null,5.7,5.7,null,6.3,6.3,null,5.8,5.8,null,7.1,7.1,null,6.3,6.3,null,6.5,6.5,null,7.6,7.6,null,4.9,4.9,null,7.3,7.3,null,6.7,6.7,null,7.2,7.2,null,6.5,6.5,null,6.4,6.4,null,6.8,6.8,null,5.7,5.7,null,5.8,5.8,null,6.4,6.4,null,6.5,6.5,null,7.7,7.7,null,7.7,7.7,null,6,6,null,6.9,6.9,null,5.6,5.6,null,7.7,7.7,null,6.3,6.3,null,6.7,6.7,null,7.2,7.2,null,6.2,6.2,null,6.1,6.1,null,6.4,6.4,null,7.2,7.2,null,7.4,7.4,null,7.9,7.9,null,6.4,6.4,null,6.3,6.3,null,6.1,6.1,null,7.7,7.7,null,6.3,6.3,null,6.4,6.4,null,6,6,null,6.9,6.9,null,6.7,6.7,null,6.9,6.9,null,5.8,5.8,null,6.8,6.8,null,6.7,6.7,null,6.7,6.7,null,6.3,6.3,null,6.5,6.5,null,6.2,6.2,null,5.9,5.9],"y":[1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592,null,1.88,1.9592],"text":["~Sepal.Length: 5.1<br />~Sepal.Width: 3.5","~Sepal.Length: 5.1<br />~Sepal.Width: 3.5",null,"~Sepal.Length: 4.9<br />~Sepal.Width: 3.0","~Sepal.Length: 4.9<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 4.7<br />~Sepal.Width: 3.2","~Sepal.Length: 4.7<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 4.6<br />~Sepal.Width: 3.1","~Sepal.Length: 4.6<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 3.6","~Sepal.Length: 5.0<br />~Sepal.Width: 3.6",null,"~Sepal.Length: 5.4<br />~Sepal.Width: 3.9","~Sepal.Length: 5.4<br />~Sepal.Width: 3.9",null,"~Sepal.Length: 4.6<br />~Sepal.Width: 3.4","~Sepal.Length: 4.6<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 3.4","~Sepal.Length: 5.0<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 4.4<br />~Sepal.Width: 2.9","~Sepal.Length: 4.4<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 4.9<br />~Sepal.Width: 3.1","~Sepal.Length: 4.9<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 5.4<br />~Sepal.Width: 3.7","~Sepal.Length: 5.4<br />~Sepal.Width: 3.7",null,"~Sepal.Length: 4.8<br />~Sepal.Width: 3.4","~Sepal.Length: 4.8<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 4.8<br />~Sepal.Width: 3.0","~Sepal.Length: 4.8<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 4.3<br />~Sepal.Width: 3.0","~Sepal.Length: 4.3<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.8<br />~Sepal.Width: 4.0","~Sepal.Length: 5.8<br />~Sepal.Width: 4.0",null,"~Sepal.Length: 5.7<br />~Sepal.Width: 4.4","~Sepal.Length: 5.7<br />~Sepal.Width: 4.4",null,"~Sepal.Length: 5.4<br />~Sepal.Width: 3.9","~Sepal.Length: 5.4<br />~Sepal.Width: 3.9",null,"~Sepal.Length: 5.1<br />~Sepal.Width: 3.5","~Sepal.Length: 5.1<br />~Sepal.Width: 3.5",null,"~Sepal.Length: 5.7<br />~Sepal.Width: 3.8","~Sepal.Length: 5.7<br />~Sepal.Width: 3.8",null,"~Sepal.Length: 5.1<br />~Sepal.Width: 3.8","~Sepal.Length: 5.1<br />~Sepal.Width: 3.8",null,"~Sepal.Length: 5.4<br />~Sepal.Width: 3.4","~Sepal.Length: 5.4<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 5.1<br />~Sepal.Width: 3.7","~Sepal.Length: 5.1<br />~Sepal.Width: 3.7",null,"~Sepal.Length: 4.6<br />~Sepal.Width: 3.6","~Sepal.Length: 4.6<br />~Sepal.Width: 3.6",null,"~Sepal.Length: 5.1<br />~Sepal.Width: 3.3","~Sepal.Length: 5.1<br />~Sepal.Width: 3.3",null,"~Sepal.Length: 4.8<br />~Sepal.Width: 3.4","~Sepal.Length: 4.8<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 3.0","~Sepal.Length: 5.0<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 3.4","~Sepal.Length: 5.0<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 5.2<br />~Sepal.Width: 3.5","~Sepal.Length: 5.2<br />~Sepal.Width: 3.5",null,"~Sepal.Length: 5.2<br />~Sepal.Width: 3.4","~Sepal.Length: 5.2<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 4.7<br />~Sepal.Width: 3.2","~Sepal.Length: 4.7<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 4.8<br />~Sepal.Width: 3.1","~Sepal.Length: 4.8<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 5.4<br />~Sepal.Width: 3.4","~Sepal.Length: 5.4<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 5.2<br />~Sepal.Width: 4.1","~Sepal.Length: 5.2<br />~Sepal.Width: 4.1",null,"~Sepal.Length: 5.5<br />~Sepal.Width: 4.2","~Sepal.Length: 5.5<br />~Sepal.Width: 4.2",null,"~Sepal.Length: 4.9<br />~Sepal.Width: 3.1","~Sepal.Length: 4.9<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 3.2","~Sepal.Length: 5.0<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 5.5<br />~Sepal.Width: 3.5","~Sepal.Length: 5.5<br />~Sepal.Width: 3.5",null,"~Sepal.Length: 4.9<br />~Sepal.Width: 3.6","~Sepal.Length: 4.9<br />~Sepal.Width: 3.6",null,"~Sepal.Length: 4.4<br />~Sepal.Width: 3.0","~Sepal.Length: 4.4<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.1<br />~Sepal.Width: 3.4","~Sepal.Length: 5.1<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 3.5","~Sepal.Length: 5.0<br />~Sepal.Width: 3.5",null,"~Sepal.Length: 4.5<br />~Sepal.Width: 2.3","~Sepal.Length: 4.5<br />~Sepal.Width: 2.3",null,"~Sepal.Length: 4.4<br />~Sepal.Width: 3.2","~Sepal.Length: 4.4<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 3.5","~Sepal.Length: 5.0<br />~Sepal.Width: 3.5",null,"~Sepal.Length: 5.1<br />~Sepal.Width: 3.8","~Sepal.Length: 5.1<br />~Sepal.Width: 3.8",null,"~Sepal.Length: 4.8<br />~Sepal.Width: 3.0","~Sepal.Length: 4.8<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.1<br />~Sepal.Width: 3.8","~Sepal.Length: 5.1<br />~Sepal.Width: 3.8",null,"~Sepal.Length: 4.6<br />~Sepal.Width: 3.2","~Sepal.Length: 4.6<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 5.3<br />~Sepal.Width: 3.7","~Sepal.Length: 5.3<br />~Sepal.Width: 3.7",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 3.3","~Sepal.Length: 5.0<br />~Sepal.Width: 3.3",null,"~Sepal.Length: 7.0<br />~Sepal.Width: 3.2","~Sepal.Length: 7.0<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 6.4<br />~Sepal.Width: 3.2","~Sepal.Length: 6.4<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 6.9<br />~Sepal.Width: 3.1","~Sepal.Length: 6.9<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 5.5<br />~Sepal.Width: 2.3","~Sepal.Length: 5.5<br />~Sepal.Width: 2.3",null,"~Sepal.Length: 6.5<br />~Sepal.Width: 2.8","~Sepal.Length: 6.5<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 5.7<br />~Sepal.Width: 2.8","~Sepal.Length: 5.7<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 3.3","~Sepal.Length: 6.3<br />~Sepal.Width: 3.3",null,"~Sepal.Length: 4.9<br />~Sepal.Width: 2.4","~Sepal.Length: 4.9<br />~Sepal.Width: 2.4",null,"~Sepal.Length: 6.6<br />~Sepal.Width: 2.9","~Sepal.Length: 6.6<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 5.2<br />~Sepal.Width: 2.7","~Sepal.Length: 5.2<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 2.0","~Sepal.Length: 5.0<br />~Sepal.Width: 2.0",null,"~Sepal.Length: 5.9<br />~Sepal.Width: 3.0","~Sepal.Length: 5.9<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.0<br />~Sepal.Width: 2.2","~Sepal.Length: 6.0<br />~Sepal.Width: 2.2",null,"~Sepal.Length: 6.1<br />~Sepal.Width: 2.9","~Sepal.Length: 6.1<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 5.6<br />~Sepal.Width: 2.9","~Sepal.Length: 5.6<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 6.7<br />~Sepal.Width: 3.1","~Sepal.Length: 6.7<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 5.6<br />~Sepal.Width: 3.0","~Sepal.Length: 5.6<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.8<br />~Sepal.Width: 2.7","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 6.2<br />~Sepal.Width: 2.2","~Sepal.Length: 6.2<br />~Sepal.Width: 2.2",null,"~Sepal.Length: 5.6<br />~Sepal.Width: 2.5","~Sepal.Length: 5.6<br />~Sepal.Width: 2.5",null,"~Sepal.Length: 5.9<br />~Sepal.Width: 3.2","~Sepal.Length: 5.9<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 6.1<br />~Sepal.Width: 2.8","~Sepal.Length: 6.1<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 2.5","~Sepal.Length: 6.3<br />~Sepal.Width: 2.5",null,"~Sepal.Length: 6.1<br />~Sepal.Width: 2.8","~Sepal.Length: 6.1<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.4<br />~Sepal.Width: 2.9","~Sepal.Length: 6.4<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 6.6<br />~Sepal.Width: 3.0","~Sepal.Length: 6.6<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.8<br />~Sepal.Width: 2.8","~Sepal.Length: 6.8<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.7<br />~Sepal.Width: 3.0","~Sepal.Length: 6.7<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.0<br />~Sepal.Width: 2.9","~Sepal.Length: 6.0<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 5.7<br />~Sepal.Width: 2.6","~Sepal.Length: 5.7<br />~Sepal.Width: 2.6",null,"~Sepal.Length: 5.5<br />~Sepal.Width: 2.4","~Sepal.Length: 5.5<br />~Sepal.Width: 2.4",null,"~Sepal.Length: 5.5<br />~Sepal.Width: 2.4","~Sepal.Length: 5.5<br />~Sepal.Width: 2.4",null,"~Sepal.Length: 5.8<br />~Sepal.Width: 2.7","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 6.0<br />~Sepal.Width: 2.7","~Sepal.Length: 6.0<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 5.4<br />~Sepal.Width: 3.0","~Sepal.Length: 5.4<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.0<br />~Sepal.Width: 3.4","~Sepal.Length: 6.0<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 6.7<br />~Sepal.Width: 3.1","~Sepal.Length: 6.7<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 2.3","~Sepal.Length: 6.3<br />~Sepal.Width: 2.3",null,"~Sepal.Length: 5.6<br />~Sepal.Width: 3.0","~Sepal.Length: 5.6<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.5<br />~Sepal.Width: 2.5","~Sepal.Length: 5.5<br />~Sepal.Width: 2.5",null,"~Sepal.Length: 5.5<br />~Sepal.Width: 2.6","~Sepal.Length: 5.5<br />~Sepal.Width: 2.6",null,"~Sepal.Length: 6.1<br />~Sepal.Width: 3.0","~Sepal.Length: 6.1<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.8<br />~Sepal.Width: 2.6","~Sepal.Length: 5.8<br />~Sepal.Width: 2.6",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 2.3","~Sepal.Length: 5.0<br />~Sepal.Width: 2.3",null,"~Sepal.Length: 5.6<br />~Sepal.Width: 2.7","~Sepal.Length: 5.6<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 5.7<br />~Sepal.Width: 3.0","~Sepal.Length: 5.7<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.7<br />~Sepal.Width: 2.9","~Sepal.Length: 5.7<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 6.2<br />~Sepal.Width: 2.9","~Sepal.Length: 6.2<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 5.1<br />~Sepal.Width: 2.5","~Sepal.Length: 5.1<br />~Sepal.Width: 2.5",null,"~Sepal.Length: 5.7<br />~Sepal.Width: 2.8","~Sepal.Length: 5.7<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 3.3","~Sepal.Length: 6.3<br />~Sepal.Width: 3.3",null,"~Sepal.Length: 5.8<br />~Sepal.Width: 2.7","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 7.1<br />~Sepal.Width: 3.0","~Sepal.Length: 7.1<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 2.9","~Sepal.Length: 6.3<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 6.5<br />~Sepal.Width: 3.0","~Sepal.Length: 6.5<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 7.6<br />~Sepal.Width: 3.0","~Sepal.Length: 7.6<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 4.9<br />~Sepal.Width: 2.5","~Sepal.Length: 4.9<br />~Sepal.Width: 2.5",null,"~Sepal.Length: 7.3<br />~Sepal.Width: 2.9","~Sepal.Length: 7.3<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 6.7<br />~Sepal.Width: 2.5","~Sepal.Length: 6.7<br />~Sepal.Width: 2.5",null,"~Sepal.Length: 7.2<br />~Sepal.Width: 3.6","~Sepal.Length: 7.2<br />~Sepal.Width: 3.6",null,"~Sepal.Length: 6.5<br />~Sepal.Width: 3.2","~Sepal.Length: 6.5<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 6.4<br />~Sepal.Width: 2.7","~Sepal.Length: 6.4<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 6.8<br />~Sepal.Width: 3.0","~Sepal.Length: 6.8<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.7<br />~Sepal.Width: 2.5","~Sepal.Length: 5.7<br />~Sepal.Width: 2.5",null,"~Sepal.Length: 5.8<br />~Sepal.Width: 2.8","~Sepal.Length: 5.8<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.4<br />~Sepal.Width: 3.2","~Sepal.Length: 6.4<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 6.5<br />~Sepal.Width: 3.0","~Sepal.Length: 6.5<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 7.7<br />~Sepal.Width: 3.8","~Sepal.Length: 7.7<br />~Sepal.Width: 3.8",null,"~Sepal.Length: 7.7<br />~Sepal.Width: 2.6","~Sepal.Length: 7.7<br />~Sepal.Width: 2.6",null,"~Sepal.Length: 6.0<br />~Sepal.Width: 2.2","~Sepal.Length: 6.0<br />~Sepal.Width: 2.2",null,"~Sepal.Length: 6.9<br />~Sepal.Width: 3.2","~Sepal.Length: 6.9<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 5.6<br />~Sepal.Width: 2.8","~Sepal.Length: 5.6<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 7.7<br />~Sepal.Width: 2.8","~Sepal.Length: 7.7<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 2.7","~Sepal.Length: 6.3<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 6.7<br />~Sepal.Width: 3.3","~Sepal.Length: 6.7<br />~Sepal.Width: 3.3",null,"~Sepal.Length: 7.2<br />~Sepal.Width: 3.2","~Sepal.Length: 7.2<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 6.2<br />~Sepal.Width: 2.8","~Sepal.Length: 6.2<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.1<br />~Sepal.Width: 3.0","~Sepal.Length: 6.1<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.4<br />~Sepal.Width: 2.8","~Sepal.Length: 6.4<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 7.2<br />~Sepal.Width: 3.0","~Sepal.Length: 7.2<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 7.4<br />~Sepal.Width: 2.8","~Sepal.Length: 7.4<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 7.9<br />~Sepal.Width: 3.8","~Sepal.Length: 7.9<br />~Sepal.Width: 3.8",null,"~Sepal.Length: 6.4<br />~Sepal.Width: 2.8","~Sepal.Length: 6.4<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 2.8","~Sepal.Length: 6.3<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.1<br />~Sepal.Width: 2.6","~Sepal.Length: 6.1<br />~Sepal.Width: 2.6",null,"~Sepal.Length: 7.7<br />~Sepal.Width: 3.0","~Sepal.Length: 7.7<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 3.4","~Sepal.Length: 6.3<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 6.4<br />~Sepal.Width: 3.1","~Sepal.Length: 6.4<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 6.0<br />~Sepal.Width: 3.0","~Sepal.Length: 6.0<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.9<br />~Sepal.Width: 3.1","~Sepal.Length: 6.9<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 6.7<br />~Sepal.Width: 3.1","~Sepal.Length: 6.7<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 6.9<br />~Sepal.Width: 3.1","~Sepal.Length: 6.9<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 5.8<br />~Sepal.Width: 2.7","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 6.8<br />~Sepal.Width: 3.2","~Sepal.Length: 6.8<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 6.7<br />~Sepal.Width: 3.3","~Sepal.Length: 6.7<br />~Sepal.Width: 3.3",null,"~Sepal.Length: 6.7<br />~Sepal.Width: 3.0","~Sepal.Length: 6.7<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 2.5","~Sepal.Length: 6.3<br />~Sepal.Width: 2.5",null,"~Sepal.Length: 6.5<br />~Sepal.Width: 3.0","~Sepal.Length: 6.5<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.2<br />~Sepal.Width: 3.4","~Sepal.Length: 6.2<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 5.9<br />~Sepal.Width: 3.0","~Sepal.Length: 5.9<br />~Sepal.Width: 3.0"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,0,0,1)","dash":"solid"},"hoveron":"points","showlegend":false,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388,null,4.12,4.2388],"y":[3.5,3.5,null,3,3,null,3.2,3.2,null,3.1,3.1,null,3.6,3.6,null,3.9,3.9,null,3.4,3.4,null,3.4,3.4,null,2.9,2.9,null,3.1,3.1,null,3.7,3.7,null,3.4,3.4,null,3,3,null,3,3,null,4,4,null,4.4,4.4,null,3.9,3.9,null,3.5,3.5,null,3.8,3.8,null,3.8,3.8,null,3.4,3.4,null,3.7,3.7,null,3.6,3.6,null,3.3,3.3,null,3.4,3.4,null,3,3,null,3.4,3.4,null,3.5,3.5,null,3.4,3.4,null,3.2,3.2,null,3.1,3.1,null,3.4,3.4,null,4.1,4.1,null,4.2,4.2,null,3.1,3.1,null,3.2,3.2,null,3.5,3.5,null,3.6,3.6,null,3,3,null,3.4,3.4,null,3.5,3.5,null,2.3,2.3,null,3.2,3.2,null,3.5,3.5,null,3.8,3.8,null,3,3,null,3.8,3.8,null,3.2,3.2,null,3.7,3.7,null,3.3,3.3,null,3.2,3.2,null,3.2,3.2,null,3.1,3.1,null,2.3,2.3,null,2.8,2.8,null,2.8,2.8,null,3.3,3.3,null,2.4,2.4,null,2.9,2.9,null,2.7,2.7,null,2,2,null,3,3,null,2.2,2.2,null,2.9,2.9,null,2.9,2.9,null,3.1,3.1,null,3,3,null,2.7,2.7,null,2.2,2.2,null,2.5,2.5,null,3.2,3.2,null,2.8,2.8,null,2.5,2.5,null,2.8,2.8,null,2.9,2.9,null,3,3,null,2.8,2.8,null,3,3,null,2.9,2.9,null,2.6,2.6,null,2.4,2.4,null,2.4,2.4,null,2.7,2.7,null,2.7,2.7,null,3,3,null,3.4,3.4,null,3.1,3.1,null,2.3,2.3,null,3,3,null,2.5,2.5,null,2.6,2.6,null,3,3,null,2.6,2.6,null,2.3,2.3,null,2.7,2.7,null,3,3,null,2.9,2.9,null,2.9,2.9,null,2.5,2.5,null,2.8,2.8,null,3.3,3.3,null,2.7,2.7,null,3,3,null,2.9,2.9,null,3,3,null,3,3,null,2.5,2.5,null,2.9,2.9,null,2.5,2.5,null,3.6,3.6,null,3.2,3.2,null,2.7,2.7,null,3,3,null,2.5,2.5,null,2.8,2.8,null,3.2,3.2,null,3,3,null,3.8,3.8,null,2.6,2.6,null,2.2,2.2,null,3.2,3.2,null,2.8,2.8,null,2.8,2.8,null,2.7,2.7,null,3.3,3.3,null,3.2,3.2,null,2.8,2.8,null,3,3,null,2.8,2.8,null,3,3,null,2.8,2.8,null,3.8,3.8,null,2.8,2.8,null,2.8,2.8,null,2.6,2.6,null,3,3,null,3.4,3.4,null,3.1,3.1,null,3,3,null,3.1,3.1,null,3.1,3.1,null,3.1,3.1,null,2.7,2.7,null,3.2,3.2,null,3.3,3.3,null,3,3,null,2.5,2.5,null,3,3,null,3.4,3.4,null,3,3],"text":["~Sepal.Length: 5.1<br />~Sepal.Width: 3.5","~Sepal.Length: 5.1<br />~Sepal.Width: 3.5",null,"~Sepal.Length: 4.9<br />~Sepal.Width: 3.0","~Sepal.Length: 4.9<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 4.7<br />~Sepal.Width: 3.2","~Sepal.Length: 4.7<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 4.6<br />~Sepal.Width: 3.1","~Sepal.Length: 4.6<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 3.6","~Sepal.Length: 5.0<br />~Sepal.Width: 3.6",null,"~Sepal.Length: 5.4<br />~Sepal.Width: 3.9","~Sepal.Length: 5.4<br />~Sepal.Width: 3.9",null,"~Sepal.Length: 4.6<br />~Sepal.Width: 3.4","~Sepal.Length: 4.6<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 3.4","~Sepal.Length: 5.0<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 4.4<br />~Sepal.Width: 2.9","~Sepal.Length: 4.4<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 4.9<br />~Sepal.Width: 3.1","~Sepal.Length: 4.9<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 5.4<br />~Sepal.Width: 3.7","~Sepal.Length: 5.4<br />~Sepal.Width: 3.7",null,"~Sepal.Length: 4.8<br />~Sepal.Width: 3.4","~Sepal.Length: 4.8<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 4.8<br />~Sepal.Width: 3.0","~Sepal.Length: 4.8<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 4.3<br />~Sepal.Width: 3.0","~Sepal.Length: 4.3<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.8<br />~Sepal.Width: 4.0","~Sepal.Length: 5.8<br />~Sepal.Width: 4.0",null,"~Sepal.Length: 5.7<br />~Sepal.Width: 4.4","~Sepal.Length: 5.7<br />~Sepal.Width: 4.4",null,"~Sepal.Length: 5.4<br />~Sepal.Width: 3.9","~Sepal.Length: 5.4<br />~Sepal.Width: 3.9",null,"~Sepal.Length: 5.1<br />~Sepal.Width: 3.5","~Sepal.Length: 5.1<br />~Sepal.Width: 3.5",null,"~Sepal.Length: 5.7<br />~Sepal.Width: 3.8","~Sepal.Length: 5.7<br />~Sepal.Width: 3.8",null,"~Sepal.Length: 5.1<br />~Sepal.Width: 3.8","~Sepal.Length: 5.1<br />~Sepal.Width: 3.8",null,"~Sepal.Length: 5.4<br />~Sepal.Width: 3.4","~Sepal.Length: 5.4<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 5.1<br />~Sepal.Width: 3.7","~Sepal.Length: 5.1<br />~Sepal.Width: 3.7",null,"~Sepal.Length: 4.6<br />~Sepal.Width: 3.6","~Sepal.Length: 4.6<br />~Sepal.Width: 3.6",null,"~Sepal.Length: 5.1<br />~Sepal.Width: 3.3","~Sepal.Length: 5.1<br />~Sepal.Width: 3.3",null,"~Sepal.Length: 4.8<br />~Sepal.Width: 3.4","~Sepal.Length: 4.8<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 3.0","~Sepal.Length: 5.0<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 3.4","~Sepal.Length: 5.0<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 5.2<br />~Sepal.Width: 3.5","~Sepal.Length: 5.2<br />~Sepal.Width: 3.5",null,"~Sepal.Length: 5.2<br />~Sepal.Width: 3.4","~Sepal.Length: 5.2<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 4.7<br />~Sepal.Width: 3.2","~Sepal.Length: 4.7<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 4.8<br />~Sepal.Width: 3.1","~Sepal.Length: 4.8<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 5.4<br />~Sepal.Width: 3.4","~Sepal.Length: 5.4<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 5.2<br />~Sepal.Width: 4.1","~Sepal.Length: 5.2<br />~Sepal.Width: 4.1",null,"~Sepal.Length: 5.5<br />~Sepal.Width: 4.2","~Sepal.Length: 5.5<br />~Sepal.Width: 4.2",null,"~Sepal.Length: 4.9<br />~Sepal.Width: 3.1","~Sepal.Length: 4.9<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 3.2","~Sepal.Length: 5.0<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 5.5<br />~Sepal.Width: 3.5","~Sepal.Length: 5.5<br />~Sepal.Width: 3.5",null,"~Sepal.Length: 4.9<br />~Sepal.Width: 3.6","~Sepal.Length: 4.9<br />~Sepal.Width: 3.6",null,"~Sepal.Length: 4.4<br />~Sepal.Width: 3.0","~Sepal.Length: 4.4<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.1<br />~Sepal.Width: 3.4","~Sepal.Length: 5.1<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 3.5","~Sepal.Length: 5.0<br />~Sepal.Width: 3.5",null,"~Sepal.Length: 4.5<br />~Sepal.Width: 2.3","~Sepal.Length: 4.5<br />~Sepal.Width: 2.3",null,"~Sepal.Length: 4.4<br />~Sepal.Width: 3.2","~Sepal.Length: 4.4<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 3.5","~Sepal.Length: 5.0<br />~Sepal.Width: 3.5",null,"~Sepal.Length: 5.1<br />~Sepal.Width: 3.8","~Sepal.Length: 5.1<br />~Sepal.Width: 3.8",null,"~Sepal.Length: 4.8<br />~Sepal.Width: 3.0","~Sepal.Length: 4.8<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.1<br />~Sepal.Width: 3.8","~Sepal.Length: 5.1<br />~Sepal.Width: 3.8",null,"~Sepal.Length: 4.6<br />~Sepal.Width: 3.2","~Sepal.Length: 4.6<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 5.3<br />~Sepal.Width: 3.7","~Sepal.Length: 5.3<br />~Sepal.Width: 3.7",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 3.3","~Sepal.Length: 5.0<br />~Sepal.Width: 3.3",null,"~Sepal.Length: 7.0<br />~Sepal.Width: 3.2","~Sepal.Length: 7.0<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 6.4<br />~Sepal.Width: 3.2","~Sepal.Length: 6.4<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 6.9<br />~Sepal.Width: 3.1","~Sepal.Length: 6.9<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 5.5<br />~Sepal.Width: 2.3","~Sepal.Length: 5.5<br />~Sepal.Width: 2.3",null,"~Sepal.Length: 6.5<br />~Sepal.Width: 2.8","~Sepal.Length: 6.5<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 5.7<br />~Sepal.Width: 2.8","~Sepal.Length: 5.7<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 3.3","~Sepal.Length: 6.3<br />~Sepal.Width: 3.3",null,"~Sepal.Length: 4.9<br />~Sepal.Width: 2.4","~Sepal.Length: 4.9<br />~Sepal.Width: 2.4",null,"~Sepal.Length: 6.6<br />~Sepal.Width: 2.9","~Sepal.Length: 6.6<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 5.2<br />~Sepal.Width: 2.7","~Sepal.Length: 5.2<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 2.0","~Sepal.Length: 5.0<br />~Sepal.Width: 2.0",null,"~Sepal.Length: 5.9<br />~Sepal.Width: 3.0","~Sepal.Length: 5.9<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.0<br />~Sepal.Width: 2.2","~Sepal.Length: 6.0<br />~Sepal.Width: 2.2",null,"~Sepal.Length: 6.1<br />~Sepal.Width: 2.9","~Sepal.Length: 6.1<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 5.6<br />~Sepal.Width: 2.9","~Sepal.Length: 5.6<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 6.7<br />~Sepal.Width: 3.1","~Sepal.Length: 6.7<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 5.6<br />~Sepal.Width: 3.0","~Sepal.Length: 5.6<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.8<br />~Sepal.Width: 2.7","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 6.2<br />~Sepal.Width: 2.2","~Sepal.Length: 6.2<br />~Sepal.Width: 2.2",null,"~Sepal.Length: 5.6<br />~Sepal.Width: 2.5","~Sepal.Length: 5.6<br />~Sepal.Width: 2.5",null,"~Sepal.Length: 5.9<br />~Sepal.Width: 3.2","~Sepal.Length: 5.9<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 6.1<br />~Sepal.Width: 2.8","~Sepal.Length: 6.1<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 2.5","~Sepal.Length: 6.3<br />~Sepal.Width: 2.5",null,"~Sepal.Length: 6.1<br />~Sepal.Width: 2.8","~Sepal.Length: 6.1<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.4<br />~Sepal.Width: 2.9","~Sepal.Length: 6.4<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 6.6<br />~Sepal.Width: 3.0","~Sepal.Length: 6.6<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.8<br />~Sepal.Width: 2.8","~Sepal.Length: 6.8<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.7<br />~Sepal.Width: 3.0","~Sepal.Length: 6.7<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.0<br />~Sepal.Width: 2.9","~Sepal.Length: 6.0<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 5.7<br />~Sepal.Width: 2.6","~Sepal.Length: 5.7<br />~Sepal.Width: 2.6",null,"~Sepal.Length: 5.5<br />~Sepal.Width: 2.4","~Sepal.Length: 5.5<br />~Sepal.Width: 2.4",null,"~Sepal.Length: 5.5<br />~Sepal.Width: 2.4","~Sepal.Length: 5.5<br />~Sepal.Width: 2.4",null,"~Sepal.Length: 5.8<br />~Sepal.Width: 2.7","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 6.0<br />~Sepal.Width: 2.7","~Sepal.Length: 6.0<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 5.4<br />~Sepal.Width: 3.0","~Sepal.Length: 5.4<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.0<br />~Sepal.Width: 3.4","~Sepal.Length: 6.0<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 6.7<br />~Sepal.Width: 3.1","~Sepal.Length: 6.7<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 2.3","~Sepal.Length: 6.3<br />~Sepal.Width: 2.3",null,"~Sepal.Length: 5.6<br />~Sepal.Width: 3.0","~Sepal.Length: 5.6<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.5<br />~Sepal.Width: 2.5","~Sepal.Length: 5.5<br />~Sepal.Width: 2.5",null,"~Sepal.Length: 5.5<br />~Sepal.Width: 2.6","~Sepal.Length: 5.5<br />~Sepal.Width: 2.6",null,"~Sepal.Length: 6.1<br />~Sepal.Width: 3.0","~Sepal.Length: 6.1<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.8<br />~Sepal.Width: 2.6","~Sepal.Length: 5.8<br />~Sepal.Width: 2.6",null,"~Sepal.Length: 5.0<br />~Sepal.Width: 2.3","~Sepal.Length: 5.0<br />~Sepal.Width: 2.3",null,"~Sepal.Length: 5.6<br />~Sepal.Width: 2.7","~Sepal.Length: 5.6<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 5.7<br />~Sepal.Width: 3.0","~Sepal.Length: 5.7<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.7<br />~Sepal.Width: 2.9","~Sepal.Length: 5.7<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 6.2<br />~Sepal.Width: 2.9","~Sepal.Length: 6.2<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 5.1<br />~Sepal.Width: 2.5","~Sepal.Length: 5.1<br />~Sepal.Width: 2.5",null,"~Sepal.Length: 5.7<br />~Sepal.Width: 2.8","~Sepal.Length: 5.7<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 3.3","~Sepal.Length: 6.3<br />~Sepal.Width: 3.3",null,"~Sepal.Length: 5.8<br />~Sepal.Width: 2.7","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 7.1<br />~Sepal.Width: 3.0","~Sepal.Length: 7.1<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 2.9","~Sepal.Length: 6.3<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 6.5<br />~Sepal.Width: 3.0","~Sepal.Length: 6.5<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 7.6<br />~Sepal.Width: 3.0","~Sepal.Length: 7.6<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 4.9<br />~Sepal.Width: 2.5","~Sepal.Length: 4.9<br />~Sepal.Width: 2.5",null,"~Sepal.Length: 7.3<br />~Sepal.Width: 2.9","~Sepal.Length: 7.3<br />~Sepal.Width: 2.9",null,"~Sepal.Length: 6.7<br />~Sepal.Width: 2.5","~Sepal.Length: 6.7<br />~Sepal.Width: 2.5",null,"~Sepal.Length: 7.2<br />~Sepal.Width: 3.6","~Sepal.Length: 7.2<br />~Sepal.Width: 3.6",null,"~Sepal.Length: 6.5<br />~Sepal.Width: 3.2","~Sepal.Length: 6.5<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 6.4<br />~Sepal.Width: 2.7","~Sepal.Length: 6.4<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 6.8<br />~Sepal.Width: 3.0","~Sepal.Length: 6.8<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 5.7<br />~Sepal.Width: 2.5","~Sepal.Length: 5.7<br />~Sepal.Width: 2.5",null,"~Sepal.Length: 5.8<br />~Sepal.Width: 2.8","~Sepal.Length: 5.8<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.4<br />~Sepal.Width: 3.2","~Sepal.Length: 6.4<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 6.5<br />~Sepal.Width: 3.0","~Sepal.Length: 6.5<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 7.7<br />~Sepal.Width: 3.8","~Sepal.Length: 7.7<br />~Sepal.Width: 3.8",null,"~Sepal.Length: 7.7<br />~Sepal.Width: 2.6","~Sepal.Length: 7.7<br />~Sepal.Width: 2.6",null,"~Sepal.Length: 6.0<br />~Sepal.Width: 2.2","~Sepal.Length: 6.0<br />~Sepal.Width: 2.2",null,"~Sepal.Length: 6.9<br />~Sepal.Width: 3.2","~Sepal.Length: 6.9<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 5.6<br />~Sepal.Width: 2.8","~Sepal.Length: 5.6<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 7.7<br />~Sepal.Width: 2.8","~Sepal.Length: 7.7<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 2.7","~Sepal.Length: 6.3<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 6.7<br />~Sepal.Width: 3.3","~Sepal.Length: 6.7<br />~Sepal.Width: 3.3",null,"~Sepal.Length: 7.2<br />~Sepal.Width: 3.2","~Sepal.Length: 7.2<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 6.2<br />~Sepal.Width: 2.8","~Sepal.Length: 6.2<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.1<br />~Sepal.Width: 3.0","~Sepal.Length: 6.1<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.4<br />~Sepal.Width: 2.8","~Sepal.Length: 6.4<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 7.2<br />~Sepal.Width: 3.0","~Sepal.Length: 7.2<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 7.4<br />~Sepal.Width: 2.8","~Sepal.Length: 7.4<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 7.9<br />~Sepal.Width: 3.8","~Sepal.Length: 7.9<br />~Sepal.Width: 3.8",null,"~Sepal.Length: 6.4<br />~Sepal.Width: 2.8","~Sepal.Length: 6.4<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 2.8","~Sepal.Length: 6.3<br />~Sepal.Width: 2.8",null,"~Sepal.Length: 6.1<br />~Sepal.Width: 2.6","~Sepal.Length: 6.1<br />~Sepal.Width: 2.6",null,"~Sepal.Length: 7.7<br />~Sepal.Width: 3.0","~Sepal.Length: 7.7<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 3.4","~Sepal.Length: 6.3<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 6.4<br />~Sepal.Width: 3.1","~Sepal.Length: 6.4<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 6.0<br />~Sepal.Width: 3.0","~Sepal.Length: 6.0<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.9<br />~Sepal.Width: 3.1","~Sepal.Length: 6.9<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 6.7<br />~Sepal.Width: 3.1","~Sepal.Length: 6.7<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 6.9<br />~Sepal.Width: 3.1","~Sepal.Length: 6.9<br />~Sepal.Width: 3.1",null,"~Sepal.Length: 5.8<br />~Sepal.Width: 2.7","~Sepal.Length: 5.8<br />~Sepal.Width: 2.7",null,"~Sepal.Length: 6.8<br />~Sepal.Width: 3.2","~Sepal.Length: 6.8<br />~Sepal.Width: 3.2",null,"~Sepal.Length: 6.7<br />~Sepal.Width: 3.3","~Sepal.Length: 6.7<br />~Sepal.Width: 3.3",null,"~Sepal.Length: 6.7<br />~Sepal.Width: 3.0","~Sepal.Length: 6.7<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.3<br />~Sepal.Width: 2.5","~Sepal.Length: 6.3<br />~Sepal.Width: 2.5",null,"~Sepal.Length: 6.5<br />~Sepal.Width: 3.0","~Sepal.Length: 6.5<br />~Sepal.Width: 3.0",null,"~Sepal.Length: 6.2<br />~Sepal.Width: 3.4","~Sepal.Length: 6.2<br />~Sepal.Width: 3.4",null,"~Sepal.Length: 5.9<br />~Sepal.Width: 3.0","~Sepal.Length: 5.9<br />~Sepal.Width: 3.0"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,0,0,1)","dash":"solid"},"hoveron":"points","showlegend":false,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[5.1,4.9,4.7,4.6,5,5.4,4.6,5,4.4,4.9,5.4,4.8,4.8,4.3,5.8,5.7,5.4,5.1,5.7,5.1,5.4,5.1,4.6,5.1,4.8,5,5,5.2,5.2,4.7,4.8,5.4,5.2,5.5,4.9,5,5.5,4.9,4.4,5.1,5,4.5,4.4,5,5.1,4.8,5.1,4.6,5.3,5],"y":[3.5,3,3.2,3.1,3.6,3.9,3.4,3.4,2.9,3.1,3.7,3.4,3,3,4,4.4,3.9,3.5,3.8,3.8,3.4,3.7,3.6,3.3,3.4,3,3.4,3.5,3.4,3.2,3.1,3.4,4.1,4.2,3.1,3.2,3.5,3.6,3,3.4,3.5,2.3,3.2,3.5,3.8,3,3.8,3.2,3.7,3.3],"text":["setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa","setosa"],"hovertext":["~Species: setosa<br />~Sepal.Length: 5.1<br />~Sepal.Width: 3.5","~Species: setosa<br />~Sepal.Length: 4.9<br />~Sepal.Width: 3.0","~Species: setosa<br />~Sepal.Length: 4.7<br />~Sepal.Width: 3.2","~Species: setosa<br />~Sepal.Length: 4.6<br />~Sepal.Width: 3.1","~Species: setosa<br />~Sepal.Length: 5.0<br />~Sepal.Width: 3.6","~Species: setosa<br />~Sepal.Length: 5.4<br />~Sepal.Width: 3.9","~Species: setosa<br />~Sepal.Length: 4.6<br />~Sepal.Width: 3.4","~Species: setosa<br />~Sepal.Length: 5.0<br />~Sepal.Width: 3.4","~Species: setosa<br />~Sepal.Length: 4.4<br />~Sepal.Width: 2.9","~Species: setosa<br />~Sepal.Length: 4.9<br />~Sepal.Width: 3.1","~Species: setosa<br />~Sepal.Length: 5.4<br />~Sepal.Width: 3.7","~Species: setosa<br />~Sepal.Length: 4.8<br />~Sepal.Width: 3.4","~Species: setosa<br />~Sepal.Length: 4.8<br />~Sepal.Width: 3.0","~Species: setosa<br />~Sepal.Length: 4.3<br />~Sepal.Width: 3.0","~Species: setosa<br />~Sepal.Length: 5.8<br />~Sepal.Width: 4.0","~Species: setosa<br />~Sepal.Length: 5.7<br />~Sepal.Width: 4.4","~Species: setosa<br />~Sepal.Length: 5.4<br />~Sepal.Width: 3.9","~Species: setosa<br />~Sepal.Length: 5.1<br />~Sepal.Width: 3.5","~Species: setosa<br />~Sepal.Length: 5.7<br />~Sepal.Width: 3.8","~Species: setosa<br />~Sepal.Length: 5.1<br />~Sepal.Width: 3.8","~Species: setosa<br />~Sepal.Length: 5.4<br />~Sepal.Width: 3.4","~Species: setosa<br />~Sepal.Length: 5.1<br />~Sepal.Width: 3.7","~Species: setosa<br />~Sepal.Length: 4.6<br />~Sepal.Width: 3.6","~Species: setosa<br />~Sepal.Length: 5.1<br />~Sepal.Width: 3.3","~Species: setosa<br />~Sepal.Length: 4.8<br />~Sepal.Width: 3.4","~Species: setosa<br />~Sepal.Length: 5.0<br />~Sepal.Width: 3.0","~Species: setosa<br />~Sepal.Length: 5.0<br />~Sepal.Width: 3.4","~Species: setosa<br />~Sepal.Length: 5.2<br />~Sepal.Width: 3.5","~Species: setosa<br />~Sepal.Length: 5.2<br />~Sepal.Width: 3.4","~Species: setosa<br />~Sepal.Length: 4.7<br />~Sepal.Width: 3.2","~Species: setosa<br />~Sepal.Length: 4.8<br />~Sepal.Width: 3.1","~Species: setosa<br />~Sepal.Length: 5.4<br />~Sepal.Width: 3.4","~Species: setosa<br />~Sepal.Length: 5.2<br />~Sepal.Width: 4.1","~Species: setosa<br />~Sepal.Length: 5.5<br />~Sepal.Width: 4.2","~Species: setosa<br />~Sepal.Length: 4.9<br />~Sepal.Width: 3.1","~Species: setosa<br />~Sepal.Length: 5.0<br />~Sepal.Width: 3.2","~Species: setosa<br />~Sepal.Length: 5.5<br />~Sepal.Width: 3.5","~Species: setosa<br />~Sepal.Length: 4.9<br />~Sepal.Width: 3.6","~Species: setosa<br />~Sepal.Length: 4.4<br />~Sepal.Width: 3.0","~Species: setosa<br />~Sepal.Length: 5.1<br />~Sepal.Width: 3.4","~Species: setosa<br />~Sepal.Length: 5.0<br />~Sepal.Width: 3.5","~Species: setosa<br />~Sepal.Length: 4.5<br />~Sepal.Width: 2.3","~Species: setosa<br />~Sepal.Length: 4.4<br />~Sepal.Width: 3.2","~Species: setosa<br />~Sepal.Length: 5.0<br />~Sepal.Width: 3.5","~Species: setosa<br />~Sepal.Length: 5.1<br />~Sepal.Width: 3.8","~Species: setosa<br />~Sepal.Length: 4.8<br />~Sepal.Width: 3.0","~Species: setosa<br />~Sepal.Length: 5.1<br />~Sepal.Width: 3.8","~Species: setosa<br />~Sepal.Length: 4.6<br />~Sepal.Width: 3.2","~Species: setosa<br />~Sepal.Length: 5.3<br />~Sepal.Width: 3.7","~Species: setosa<br />~Sepal.Length: 5.0<br />~Sepal.Width: 3.3"],"textfont":{"size":14.6645669291339,"color":"rgba(0,0,0,1)"},"type":"scatter","mode":"text","hoveron":"points","showlegend":false,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null}],"layout":{"margin":{"t":23.3059360730594,"r":7.30593607305936,"b":37.2602739726027,"l":43.1050228310502},"plot_bgcolor":"rgba(235,235,235,1)","paper_bgcolor":"rgba(255,255,255,1)","font":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187},"xaxis":{"domain":[0,1],"type":"linear","autorange":false,"range":[4.12,8.08],"tickmode":"array","ticktext":["5","6","7","8"],"tickvals":[5,6,7,8],"categoryorder":"array","categoryarray":["5","6","7","8"],"nticks":null,"ticks":"outside","tickcolor":"rgba(51,51,51,1)","ticklen":3.65296803652968,"tickwidth":0.66417600664176,"showticklabels":true,"tickfont":{"color":"rgba(77,77,77,1)","family":"","size":11.689497716895},"tickangle":-0,"showline":false,"linecolor":null,"linewidth":0,"showgrid":true,"gridcolor":null,"gridwidth":0,"zeroline":false,"anchor":"y","title":"Sepal.Length","titlefont":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187},"hoverformat":".2f"},"yaxis":{"domain":[0,1],"type":"linear","autorange":false,"range":[1.88,4.52],"tickmode":"array","ticktext":["2.0","2.5","3.0","3.5","4.0","4.5"],"tickvals":[2,2.5,3,3.5,4,4.5],"categoryorder":"array","categoryarray":["2.0","2.5","3.0","3.5","4.0","4.5"],"nticks":null,"ticks":"outside","tickcolor":"rgba(51,51,51,1)","ticklen":3.65296803652968,"tickwidth":0.66417600664176,"showticklabels":true,"tickfont":{"color":"rgba(77,77,77,1)","family":"","size":11.689497716895},"tickangle":-0,"showline":false,"linecolor":null,"linewidth":0,"showgrid":true,"gridcolor":null,"gridwidth":0,"zeroline":false,"anchor":"x","title":"Sepal.Width","titlefont":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187},"hoverformat":".2f"},"shapes":[{"type":"rect","fillcolor":null,"line":{"color":null,"width":0,"linetype":[]},"yref":"paper","xref":"paper","x0":0,"x1":1,"y0":0,"y1":1}],"showlegend":false,"legend":{"bgcolor":"rgba(255,255,255,1)","bordercolor":"transparent","borderwidth":1.88976377952756,"font":{"color":"rgba(0,0,0,1)","family":"","size":11.689497716895}},"hovermode":"closest","barmode":"relative"},"config":{"doubleClick":"reset","modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"source":"A","attrs":{"c9e54e3a48bf":{"x":{},"y":{},"type":"scatter"},"c9e5547e1bb8":{"x":{},"y":{}},"c9e5234df85e":{"x":{},"y":{}},"c9e553ecf56d":{"x":{},"y":{}},"c9e569e4f226":{"x":{},"y":{}},"c9e535d5d31a":{"label":{},"x":{},"y":{}}},"cur_data":"c9e54e3a48bf","visdat":{"c9e54e3a48bf":["function (y) ","x"],"c9e5547e1bb8":["function (y) ","x"],"c9e5234df85e":["function (y) ","x"],"c9e553ecf56d":["function (y) ","x"],"c9e569e4f226":["function (y) ","x"],"c9e535d5d31a":["function (y) ","x"]},"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> </div> ??? As long as one stick to geoms bundled with ggplot2 the ggplotly function will generate useful output, but with custom geoms one might have to do more work as the ggplotly function only knows about the standard ones. --- ## Multiple plots | `subplot()` Multiple plotly objects can be combined using the subplot function <div align="center"> <div id="c9e5d96acda" style="width:700px;height:300px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e5d96acda">{"x":{"data":[{"y":[110,110,93,110,175,105,245,62,95,123,123,180,180,180,205,215,230,66,52,65,97,150,150,245,175,66,91,113,264,175,335,109],"name":"hp","type":"box","line":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","frame":null},{"x":[21,21,22.8,21.4,18.7,18.1,14.3,24.4,22.8,19.2,17.8,16.4,17.3,15.2,10.4,10.4,14.7,32.4,30.4,33.9,21.5,15.5,15.2,13.3,19.2,27.3,26,30.4,15.8,19.7,15,21.4],"name":"Fule consumption","type":"histogram","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(255,127,14,1)","line":{"color":"transparent"}},"xaxis":"x2","yaxis":"y2","frame":null}],"layout":{"xaxis":{"domain":[0,0.45],"anchor":"y"},"xaxis2":{"domain":[0.55,1],"anchor":"y2"},"yaxis2":{"domain":[0,1],"anchor":"x2"},"yaxis":{"domain":[0,1],"anchor":"x"},"width":700,"height":300,"margin":{"b":40,"l":60,"t":25,"r":10},"hovermode":"closest","showlegend":true},"attrs":{"c9e57b36b887":{"y":{},"name":"hp","alpha":1,"sizes":[10,100],"type":"box"},"c9e525615c61":{"x":{},"name":"Fule consumption","alpha":1,"sizes":[10,100],"type":"histogram"}},"source":"A","config":{"modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"subplot":true,"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> </div> ??? This is the mtcars data set --- ## Multiple plot | `subplot()` <div align="center"> <div id="c9e5210aefb1" style="width:700px;height:300px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e5210aefb1">{"x":{"data":[{"y":[110,110,93,110,175,105,245,62,95,123,123,180,180,180,205,215,230,66,52,65,97,150,150,245,175,66,91,113,264,175,335,109],"name":"hp","type":"box","line":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","frame":null},{"x":[21,21,22.8,21.4,18.7,18.1,14.3,24.4,22.8,19.2,17.8,16.4,17.3,15.2,10.4,10.4,14.7,32.4,30.4,33.9,21.5,15.5,15.2,13.3,19.2,27.3,26,30.4,15.8,19.7,15,21.4],"name":"Fule consumption","type":"histogram","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(255,127,14,1)","line":{"color":"transparent"}},"xaxis":"x2","yaxis":"y2","frame":null},{"y":[110,110,93,110,175,105,245,62,95,123,123,180,180,180,205,215,230,66,52,65,97,150,150,245,175,66,91,113,264,175,335,109],"name":"hp","type":"box","line":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(44,160,44,1)"},"xaxis":"x3","yaxis":"y3","frame":null},{"x":[21,21,22.8,21.4,18.7,18.1,14.3,24.4,22.8,19.2,17.8,16.4,17.3,15.2,10.4,10.4,14.7,32.4,30.4,33.9,21.5,15.5,15.2,13.3,19.2,27.3,26,30.4,15.8,19.7,15,21.4],"name":"Fule consumption","type":"histogram","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(214,39,40,1)","line":{"color":"transparent"}},"xaxis":"x4","yaxis":"y4","frame":null}],"layout":{"xaxis":{"domain":[0,0.45],"anchor":"y"},"xaxis2":{"domain":[0.55,1],"anchor":"y2"},"xaxis3":{"domain":[0,0.45],"anchor":"y3"},"xaxis4":{"domain":[0.55,1],"anchor":"y4"},"yaxis4":{"domain":[0,0.45],"anchor":"x4"},"yaxis3":{"domain":[0,0.45],"anchor":"x3"},"yaxis2":{"domain":[0.55,1],"anchor":"x2"},"yaxis":{"domain":[0.55,1],"anchor":"x"},"width":700,"height":300,"margin":{"b":40,"l":60,"t":25,"r":10},"hovermode":"closest","showlegend":true},"attrs":{"c9e57b36b887":{"y":{},"name":"hp","alpha":1,"sizes":[10,100],"type":"box"},"c9e525615c61":{"x":{},"name":"Fule consumption","alpha":1,"sizes":[10,100],"type":"histogram"},"c9e57b36b887.1":{"y":{},"name":"hp","alpha":1,"sizes":[10,100],"type":"box"},"c9e525615c61.1":{"x":{},"name":"Fule consumption","alpha":1,"sizes":[10,100],"type":"histogram"}},"source":"A","config":{"modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"subplot":true,"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> </div> --- ## Multiple plot | `subplot()` Complex layouts are easily created using `subplot()` ```r s <- subplot( plot_ly(data, x = y1, color = I("orange"), width = 300, height = 300), plotly_empty(), plot_ly(data, x = y1, y = y2, color = I("blue")), plot_ly(data, y = y2, color = I("orange")), nrows = 2, heights = c(0.2, 0.8), widths = c(0.8, 0.2), shareX = TRUE, shareY = TRUE, titleX = FALSE, titleY = FALSE) tags$div(layout(s, showlegend = FALSE), align = "center") ``` <div align="center"> <div id="c9e54f979c06" style="width:300px;height:300px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e54f979c06">{"x":{"data":[{"x":[7.62030751297397,6.77775912680973,10.1288187892017,8.80066816252398,7.11555044518916,6.99336879574876,11.3085729737748,13.1373306552039,6.34394383040414,8.92831116186547,7.13077835898191,8.5490541038735,5.80910273649427,7.31383178660177,8.97164708479465,7.1407679883202,7.14112660349422,6.24997218094406,10.8631591073536,7.31881028341872,8.21687177113112,8.53248800307319,11.4920542921476,8.35072446158839,8.26649063520877,7.42876170956411,6.96495534403734,6.398629030845,8.09283267566278,10.9653963929793,9.61553577614219,9.29239451041373,7.28801368223517,11.6600355531059,9.98374362527317,8.20577626157169,6.75018294656188,8.54510698917034,10.8785964913767,9.15571365433792,6.23739572807196,6.95672407002701,11.4166385130176,8.98235011813157,7.3569731507797,7.47162863652149,6.91135850351067,5.47954079843284,8.63821554959191,5.97046848042959,11.6046879827378,9.44699037515487,10.3903857649877,9.70914701359489,6.94942155834724,5.95896217845117,6.66372502871213,11.8359969158954,7.04336182561325,8.80526858896843,9.48915015967087,7.87958774122328,7.7277654502839,6.53004696754589,9.9508596713615,7.30003146582377,10.4621245461719,5.51327777079405,9.02592252860402,6.10349118626926,7.70338197606784,7.01264578161025,8.2497370730794,8.01135062175185,5.87985966476932,7.97488662870348,8.76529921707635,9.36267702065927,7.48315593168068,11.5670771152576,7.30371188293467,7.03241557568474,8.69045745686764,8.41880933501415,8.89145434534048,11.4086439340466,5.87708701940791,5.99254465502627,8.45098634944585,7.46442168384758,6.76084755732704,5.69250866654099,7.66470923421119,8.88111018497739,6.96295029571641,8.97639293183767,7.13249326454158,6.73389770944557,7.98057294102868,9.99367898488108,6.57455663975301,8.18425014273142,6.05895033518892,8.61497490709039,7.16462161002135,6.62846335884883,6.83601707557762,10.4053287923355,6.53697708169926,8.16147339836332,7.37071706194886,5.73339348583676,8.78104895487847,6.36224719753368,8.91881828683965,8.13781415565075,5.78733921897311,10.5004273195969,6.41982159651864,7.76259686822228,5.87920561067372,6.75919824725025,8.71605528238589,6.83251502914149,7.56278077013351,7.48613127338897,7.18052871134677,6.61565307737287,5.95549378848188,9.10592986662325,7.93610730849727,8.71666956684948,7.5025768758538,8.41512275769895,5.78320669554159,8.83046655098197,7.07914353494596,7.62519380591078,6.30501726429427,6.35333397653924,9.57008061978083,8.18588606086022,9.32055447434629,9.32708595307334,9.52985668596967,7.56412761452185,5.80660041410883,9.6306844730429,7.58120241292236,6.81904152213631,7.11315746161293,5.80846467652075,7.68822480920784,5.72318323819082,8.07930575279187,7.1038327408313,10.0441939159044,6.52665736191457,8.81474352567955,11.6200091943992,10.7453595708494,5.65310053145507,8.62480895656624,9.32404373171635,7.49545199888266,8.33741023521794,6.69233515130866,7.27951271587081,8.34348361423121,6.67953621901217,9.51652921091416,9.20851087561496,6.98979235563436,6.48421228363264,6.5821039782089,7.90915860222425,9.17174166799793,6.78316276368226,8.48104750505112,9.73859945171066,9.70926731339929,6.15094600433726,8.11396643097764,6.96301899219798,13.3790749682677,10.3916530876315,8.58114214922108,8.46887289319842,7.08430324883978,6.26070132665436,9.84608776026499,8.47495725811066,7.40055266480928,7.80393399893936,6.04653397691797,7.77638398999194,7.66363381567987,5.71046658767074,8.80301481605369,7.46483821848929,7.97913927955309,11.245669802289,12.7507964704024,8.26661934412947,11.7360936409086,6.37468962458439,7.25228377341347,7.69061160999007,9.94385945312622,8.88910713640985,6.91484878170028,8.07631120777146,10.8573693466641,6.17957267325481,10.1832881451549,5.95234576300945,7.65640955114559,8.16458349509821,6.97210894922421,9.38275252554678,10.1271119442013,11.5185492601335,6.79910847363581,6.79476844603242,5.76181130790155,8.01071289320775,7.70273896248069,7.82964901813197,8.84145671205117,8.47866914640047,6.28770109890628,8.62418141807332,12.3691463816115,5.86637428100613,12.8878243419995,9.31366673389565,7.43887573628724,7.1000185184128,6.70110655960089,5.48753330812854,7.11937522991459,9.7279056913704,6.68169509012935,6.70528986376818,5.7182811903626,12.2394649969387,5.69654076305686,8.60339499533342,7.38317648367735,6.90718165423527,6.48167808415409,9.01048377489861,8.24510384668164,6.57413375350713,6.92282506454414,6.51090111633335,7.95456531403962,6.42958367983491,5.57116470107168,7.48153536728351,6.05250778687223,6.18679962438252,5.57954621623177,8.55014995148552,8.01282434300831,9.55293917046098,7.69640197703172,6.22131046199289,8.73865571380995,9.75732209879482,9.01088076608794,9.45365359108194,7.32550344795971,8.71558892506506,6.1026444652396,6.62589334674065,14.338936533741,10.3365705248074,6.35348712324384,8.57120482094344,11.0904278705797,8.00500907412588,6.85462574341577,6.25869657204245,8.33459803685708,5.22136686574097,5.56902279018161,7.91540804254146,7.25568808040534,8.62848031740855,6.24726829735822,6.96446394694379,8.98696745498051,9.5230499603319,9.15446302873797,6.09940820900848,7.56026834345762,6.40784030317103,6.96836775397414,11.3663947805449],"type":"histogram","marker":{"fillcolor":"rgba(255,165,0,1)","color":"rgba(255,165,0,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","frame":null},{"type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(255,127,14,1)","line":{"color":"transparent"}},"xaxis":"x2","yaxis":"y","frame":null},{"x":[7.62030751297397,6.77775912680973,10.1288187892017,8.80066816252398,7.11555044518916,6.99336879574876,11.3085729737748,13.1373306552039,6.34394383040414,8.92831116186547,7.13077835898191,8.5490541038735,5.80910273649427,7.31383178660177,8.97164708479465,7.1407679883202,7.14112660349422,6.24997218094406,10.8631591073536,7.31881028341872,8.21687177113112,8.53248800307319,11.4920542921476,8.35072446158839,8.26649063520877,7.42876170956411,6.96495534403734,6.398629030845,8.09283267566278,10.9653963929793,9.61553577614219,9.29239451041373,7.28801368223517,11.6600355531059,9.98374362527317,8.20577626157169,6.75018294656188,8.54510698917034,10.8785964913767,9.15571365433792,6.23739572807196,6.95672407002701,11.4166385130176,8.98235011813157,7.3569731507797,7.47162863652149,6.91135850351067,5.47954079843284,8.63821554959191,5.97046848042959,11.6046879827378,9.44699037515487,10.3903857649877,9.70914701359489,6.94942155834724,5.95896217845117,6.66372502871213,11.8359969158954,7.04336182561325,8.80526858896843,9.48915015967087,7.87958774122328,7.7277654502839,6.53004696754589,9.9508596713615,7.30003146582377,10.4621245461719,5.51327777079405,9.02592252860402,6.10349118626926,7.70338197606784,7.01264578161025,8.2497370730794,8.01135062175185,5.87985966476932,7.97488662870348,8.76529921707635,9.36267702065927,7.48315593168068,11.5670771152576,7.30371188293467,7.03241557568474,8.69045745686764,8.41880933501415,8.89145434534048,11.4086439340466,5.87708701940791,5.99254465502627,8.45098634944585,7.46442168384758,6.76084755732704,5.69250866654099,7.66470923421119,8.88111018497739,6.96295029571641,8.97639293183767,7.13249326454158,6.73389770944557,7.98057294102868,9.99367898488108,6.57455663975301,8.18425014273142,6.05895033518892,8.61497490709039,7.16462161002135,6.62846335884883,6.83601707557762,10.4053287923355,6.53697708169926,8.16147339836332,7.37071706194886,5.73339348583676,8.78104895487847,6.36224719753368,8.91881828683965,8.13781415565075,5.78733921897311,10.5004273195969,6.41982159651864,7.76259686822228,5.87920561067372,6.75919824725025,8.71605528238589,6.83251502914149,7.56278077013351,7.48613127338897,7.18052871134677,6.61565307737287,5.95549378848188,9.10592986662325,7.93610730849727,8.71666956684948,7.5025768758538,8.41512275769895,5.78320669554159,8.83046655098197,7.07914353494596,7.62519380591078,6.30501726429427,6.35333397653924,9.57008061978083,8.18588606086022,9.32055447434629,9.32708595307334,9.52985668596967,7.56412761452185,5.80660041410883,9.6306844730429,7.58120241292236,6.81904152213631,7.11315746161293,5.80846467652075,7.68822480920784,5.72318323819082,8.07930575279187,7.1038327408313,10.0441939159044,6.52665736191457,8.81474352567955,11.6200091943992,10.7453595708494,5.65310053145507,8.62480895656624,9.32404373171635,7.49545199888266,8.33741023521794,6.69233515130866,7.27951271587081,8.34348361423121,6.67953621901217,9.51652921091416,9.20851087561496,6.98979235563436,6.48421228363264,6.5821039782089,7.90915860222425,9.17174166799793,6.78316276368226,8.48104750505112,9.73859945171066,9.70926731339929,6.15094600433726,8.11396643097764,6.96301899219798,13.3790749682677,10.3916530876315,8.58114214922108,8.46887289319842,7.08430324883978,6.26070132665436,9.84608776026499,8.47495725811066,7.40055266480928,7.80393399893936,6.04653397691797,7.77638398999194,7.66363381567987,5.71046658767074,8.80301481605369,7.46483821848929,7.97913927955309,11.245669802289,12.7507964704024,8.26661934412947,11.7360936409086,6.37468962458439,7.25228377341347,7.69061160999007,9.94385945312622,8.88910713640985,6.91484878170028,8.07631120777146,10.8573693466641,6.17957267325481,10.1832881451549,5.95234576300945,7.65640955114559,8.16458349509821,6.97210894922421,9.38275252554678,10.1271119442013,11.5185492601335,6.79910847363581,6.79476844603242,5.76181130790155,8.01071289320775,7.70273896248069,7.82964901813197,8.84145671205117,8.47866914640047,6.28770109890628,8.62418141807332,12.3691463816115,5.86637428100613,12.8878243419995,9.31366673389565,7.43887573628724,7.1000185184128,6.70110655960089,5.48753330812854,7.11937522991459,9.7279056913704,6.68169509012935,6.70528986376818,5.7182811903626,12.2394649969387,5.69654076305686,8.60339499533342,7.38317648367735,6.90718165423527,6.48167808415409,9.01048377489861,8.24510384668164,6.57413375350713,6.92282506454414,6.51090111633335,7.95456531403962,6.42958367983491,5.57116470107168,7.48153536728351,6.05250778687223,6.18679962438252,5.57954621623177,8.55014995148552,8.01282434300831,9.55293917046098,7.69640197703172,6.22131046199289,8.73865571380995,9.75732209879482,9.01088076608794,9.45365359108194,7.32550344795971,8.71558892506506,6.1026444652396,6.62589334674065,14.338936533741,10.3365705248074,6.35348712324384,8.57120482094344,11.0904278705797,8.00500907412588,6.85462574341577,6.25869657204245,8.33459803685708,5.22136686574097,5.56902279018161,7.91540804254146,7.25568808040534,8.62848031740855,6.24726829735822,6.96446394694379,8.98696745498051,9.5230499603319,9.15446302873797,6.09940820900848,7.56026834345762,6.40784030317103,6.96836775397414,11.3663947805449],"y":[0.976758706776458,-0.387056168905542,-1.09082509854828,-0.32106049761594,0.244903163238243,-0.671559824162832,-0.0628892164218261,-0.489115408956018,-0.569021767426497,0.18250708691324,-0.220407360271201,-1.62570667747802,0.00802996026180516,-0.163209712261893,0.0674525805172527,-1.79510495262723,-1.44982647381528,-1.49592364786922,-0.467284034009214,0.385979041015262,2.01202365949395,0.156071993997517,0.326999394819014,0.733063711576347,-0.702140773423156,0.110233646051817,-0.547571823303185,0.0192697694753555,-0.065403096126927,-0.798577240493584,-1.66799029414866,0.754445515646534,0.136032094842613,0.257237794375201,-0.0488160455194828,1.02941696646625,0.559047067299328,-0.664791772616582,-0.0182934987841941,-0.83553099320257,-0.541054584202256,0.474928177298159,2.13723951873988,-0.430837467637769,-0.427989515983603,1.9414706600829,0.301857457222223,0.900280945359684,0.169904484737524,0.524725720426088,-1.58081531777001,0.806754941002078,0.0621414606712918,0.352061205300577,-0.797389507744372,-1.45751661514737,-1.03876822641305,0.922566949768143,-0.607667362707438,0.668873594125136,-0.228592398038721,-0.597827839182763,-0.222488683788931,0.76390241128728,-1.36300727819922,-0.766381883172364,-1.23537017740664,2.18095627540368,-0.0593471640948562,0.0175501632860903,0.776218500239779,0.338658273857708,0.975729588872984,-0.903117629465258,-1.17282439508655,0.732332947359921,0.223225930040004,-1.56107200481447,0.590597071754737,-2.28137157742519,0.292798691109021,1.23254467717349,0.514769560635698,-0.672757046540245,-0.0164502803001761,0.392313409542383,0.015047031591418,-0.598581135369544,0.531187610642244,-0.700107842115507,-0.0299510883234825,0.33712068404921,1.40813249742856,1.55908223325204,0.674447918131877,1.72068684771747,-0.136862525806303,0.0706321407975879,-1.27021164366003,1.42816918742097,0.879265077709622,1.26854417750471,-1.44022518249282,-1.62390857942885,-0.135907703280676,0.371702969452603,1.37534373752245,1.21406630340203,0.316120434303044,-1.13548359834513,-0.0392748809557789,0.757925534065987,0.250542611907792,-0.655524940607208,0.26877674696291,-0.919335245019075,-1.36653040181968,-1.37255114312022,-1.55433094199387,-0.141405227166033,-0.392872494597355,0.480204626595239,0.0455658264736242,0.458231786121238,1.98701679300966,1.54405100543552,-0.0528337956319996,0.923188789847341,0.0720134270984976,-0.0558410407244213,-0.192917210782243,1.94607344175936,-0.386247527138883,1.62683632959214,0.776170635907436,-0.540584508235568,-0.215820504105655,-0.10742468221656,0.837249531263604,-0.19036164199526,-1.52337445824518,-0.00497500326882768,-0.217337970235674,4.31589783805965,-0.0887164830876147,-0.616833185074736,0.737299411276257,-0.464196576937397,-0.463716114367018,0.017240040606337,1.82989561154251,1.16796370134511,-0.478662551267321,0.501137066925639,0.50046308045414,-0.289377876264554,-0.0926625756730523,0.860734074753522,-0.47668470790585,-0.374195018228324,-0.726305126828051,-0.289816906282091,-0.518677732800715,0.263487371704474,-1.41691623899927,-1.39549473466441,-0.721117166562073,0.449310286344698,-0.865393960853944,-0.375203314799292,0.96824313111907,0.0346904455499348,0.606848415328604,0.182478300711238,1.36179271889824,0.659227226679654,1.56260354429747,-0.544188715585697,-2.69147693854165,1.33135326824828,-0.570158652693592,0.857327897418193,0.171164522608929,-0.623790891704361,-1.09764161978651,0.496010237094145,-0.432268399737304,0.298559774167451,-0.980520179066873,1.14180799462495,0.654587129566194,-0.0492300476011696,-0.450359528484045,-1.48167960097543,0.224732435005598,0.198170278286415,1.78555617602639,-0.348001980847219,-0.482052199428202,-0.301236285952505,1.07938521827312,-0.846580549420505,2.94376874008039,-0.0444278410085938,0.033939874196407,-0.126069521402416,0.121962054538423,0.32693649805404,-1.55594976756812,0.742775594486814,1.55813847415326,0.064251860489355,-0.194658492108662,0.456483315594969,-1.60187309881365,-0.26523278807529,0.680839201780173,1.83238359569764,-0.300383403240317,-1.00684786085561,0.0326623118250601,-0.868597615886082,0.511969787921474,-0.977749892222243,-0.344943229819935,-1.05825876324888,0.759771935833127,-3.49839168274488,1.27489725233495,-0.0841940878382332,-1.3789941257995,0.175266215663101,0.433316665719419,0.610061395758588,-1.7952419163472,-0.885138917452897,1.93459358022878,-0.19241797208389,1.06943485760431,-1.33806300716237,1.83279663826415,1.49840985036369,-1.49309441316585,0.859978673080866,-1.29534060027052,-0.907449927585274,-0.253425812718249,-0.416938188812057,-0.731734782685365,0.306343019514127,0.277500945607485,1.70939064573086,0.360867544266275,2.31119107148847,-0.197300721282747,0.749408215871516,0.879661170499481,0.922078146083357,-2.26626746775337,-0.651912468895481,-1.81263645952069,1.35049419650582,-1.64802658354153,-1.58673408533898,1.81939205356485,-0.961949604509029,0.898136880530973,-0.923088376026725,2.42975782288622,-1.68479011706512,-0.935970100117799,1.1148468027876,-0.177045960127606,-1.04167276689915,1.36646577272843,-0.777801197947551,2.29774794207749,-1.57193029255941,0.573606410314421,-0.706408130645632,-0.727725356592146,0.538257334654671,0.8803963286786,-1.58187781549378,-0.388716064348054,-0.254252734220222,-0.402549562136585,0.417698382972319,0.490020745171122,0.902348635471586,-0.00216600086378608,0.182672376781058,-1.45764520068405,-0.99176721286485,-0.05597056791841,-1.31338598703306,-0.558626127306579,0.536048710935776,-0.470559407489463,0.0938364855231891],"type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(0,0,255,1)","color":"rgba(0,0,255,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y2","frame":null},{"y":[0.976758706776458,-0.387056168905542,-1.09082509854828,-0.32106049761594,0.244903163238243,-0.671559824162832,-0.0628892164218261,-0.489115408956018,-0.569021767426497,0.18250708691324,-0.220407360271201,-1.62570667747802,0.00802996026180516,-0.163209712261893,0.0674525805172527,-1.79510495262723,-1.44982647381528,-1.49592364786922,-0.467284034009214,0.385979041015262,2.01202365949395,0.156071993997517,0.326999394819014,0.733063711576347,-0.702140773423156,0.110233646051817,-0.547571823303185,0.0192697694753555,-0.065403096126927,-0.798577240493584,-1.66799029414866,0.754445515646534,0.136032094842613,0.257237794375201,-0.0488160455194828,1.02941696646625,0.559047067299328,-0.664791772616582,-0.0182934987841941,-0.83553099320257,-0.541054584202256,0.474928177298159,2.13723951873988,-0.430837467637769,-0.427989515983603,1.9414706600829,0.301857457222223,0.900280945359684,0.169904484737524,0.524725720426088,-1.58081531777001,0.806754941002078,0.0621414606712918,0.352061205300577,-0.797389507744372,-1.45751661514737,-1.03876822641305,0.922566949768143,-0.607667362707438,0.668873594125136,-0.228592398038721,-0.597827839182763,-0.222488683788931,0.76390241128728,-1.36300727819922,-0.766381883172364,-1.23537017740664,2.18095627540368,-0.0593471640948562,0.0175501632860903,0.776218500239779,0.338658273857708,0.975729588872984,-0.903117629465258,-1.17282439508655,0.732332947359921,0.223225930040004,-1.56107200481447,0.590597071754737,-2.28137157742519,0.292798691109021,1.23254467717349,0.514769560635698,-0.672757046540245,-0.0164502803001761,0.392313409542383,0.015047031591418,-0.598581135369544,0.531187610642244,-0.700107842115507,-0.0299510883234825,0.33712068404921,1.40813249742856,1.55908223325204,0.674447918131877,1.72068684771747,-0.136862525806303,0.0706321407975879,-1.27021164366003,1.42816918742097,0.879265077709622,1.26854417750471,-1.44022518249282,-1.62390857942885,-0.135907703280676,0.371702969452603,1.37534373752245,1.21406630340203,0.316120434303044,-1.13548359834513,-0.0392748809557789,0.757925534065987,0.250542611907792,-0.655524940607208,0.26877674696291,-0.919335245019075,-1.36653040181968,-1.37255114312022,-1.55433094199387,-0.141405227166033,-0.392872494597355,0.480204626595239,0.0455658264736242,0.458231786121238,1.98701679300966,1.54405100543552,-0.0528337956319996,0.923188789847341,0.0720134270984976,-0.0558410407244213,-0.192917210782243,1.94607344175936,-0.386247527138883,1.62683632959214,0.776170635907436,-0.540584508235568,-0.215820504105655,-0.10742468221656,0.837249531263604,-0.19036164199526,-1.52337445824518,-0.00497500326882768,-0.217337970235674,4.31589783805965,-0.0887164830876147,-0.616833185074736,0.737299411276257,-0.464196576937397,-0.463716114367018,0.017240040606337,1.82989561154251,1.16796370134511,-0.478662551267321,0.501137066925639,0.50046308045414,-0.289377876264554,-0.0926625756730523,0.860734074753522,-0.47668470790585,-0.374195018228324,-0.726305126828051,-0.289816906282091,-0.518677732800715,0.263487371704474,-1.41691623899927,-1.39549473466441,-0.721117166562073,0.449310286344698,-0.865393960853944,-0.375203314799292,0.96824313111907,0.0346904455499348,0.606848415328604,0.182478300711238,1.36179271889824,0.659227226679654,1.56260354429747,-0.544188715585697,-2.69147693854165,1.33135326824828,-0.570158652693592,0.857327897418193,0.171164522608929,-0.623790891704361,-1.09764161978651,0.496010237094145,-0.432268399737304,0.298559774167451,-0.980520179066873,1.14180799462495,0.654587129566194,-0.0492300476011696,-0.450359528484045,-1.48167960097543,0.224732435005598,0.198170278286415,1.78555617602639,-0.348001980847219,-0.482052199428202,-0.301236285952505,1.07938521827312,-0.846580549420505,2.94376874008039,-0.0444278410085938,0.033939874196407,-0.126069521402416,0.121962054538423,0.32693649805404,-1.55594976756812,0.742775594486814,1.55813847415326,0.064251860489355,-0.194658492108662,0.456483315594969,-1.60187309881365,-0.26523278807529,0.680839201780173,1.83238359569764,-0.300383403240317,-1.00684786085561,0.0326623118250601,-0.868597615886082,0.511969787921474,-0.977749892222243,-0.344943229819935,-1.05825876324888,0.759771935833127,-3.49839168274488,1.27489725233495,-0.0841940878382332,-1.3789941257995,0.175266215663101,0.433316665719419,0.610061395758588,-1.7952419163472,-0.885138917452897,1.93459358022878,-0.19241797208389,1.06943485760431,-1.33806300716237,1.83279663826415,1.49840985036369,-1.49309441316585,0.859978673080866,-1.29534060027052,-0.907449927585274,-0.253425812718249,-0.416938188812057,-0.731734782685365,0.306343019514127,0.277500945607485,1.70939064573086,0.360867544266275,2.31119107148847,-0.197300721282747,0.749408215871516,0.879661170499481,0.922078146083357,-2.26626746775337,-0.651912468895481,-1.81263645952069,1.35049419650582,-1.64802658354153,-1.58673408533898,1.81939205356485,-0.961949604509029,0.898136880530973,-0.923088376026725,2.42975782288622,-1.68479011706512,-0.935970100117799,1.1148468027876,-0.177045960127606,-1.04167276689915,1.36646577272843,-0.777801197947551,2.29774794207749,-1.57193029255941,0.573606410314421,-0.706408130645632,-0.727725356592146,0.538257334654671,0.8803963286786,-1.58187781549378,-0.388716064348054,-0.254252734220222,-0.402549562136585,0.417698382972319,0.490020745171122,0.902348635471586,-0.00216600086378608,0.182672376781058,-1.45764520068405,-0.99176721286485,-0.05597056791841,-1.31338598703306,-0.558626127306579,0.536048710935776,-0.470559407489463,0.0938364855231891],"type":"histogram","orientation":"h","marker":{"fillcolor":"rgba(255,165,0,1)","color":"rgba(255,165,0,1)","line":{"color":"transparent"}},"xaxis":"x2","yaxis":"y2","frame":null}],"layout":{"xaxis":{"domain":[0,0.78],"anchor":"y2"},"xaxis2":{"domain":[0.82,1],"showticklabels":false,"showgrid":false,"zeroline":false,"anchor":"y2"},"yaxis2":{"domain":[0,0.78],"anchor":"x"},"yaxis":{"domain":[0.82,1],"showticklabels":false,"showgrid":false,"zeroline":false,"anchor":"x"},"width":300,"height":300,"margin":{"b":40,"l":60,"t":25,"r":10},"hovermode":"closest","showlegend":false},"attrs":{"c9e548315de1":{"alpha":1,"sizes":[10,100]},"c9e539535a54":{"x":[7.62030751297397,6.77775912680973,10.1288187892017,8.80066816252398,7.11555044518916,6.99336879574876,11.3085729737748,13.1373306552039,6.34394383040414,8.92831116186547,7.13077835898191,8.5490541038735,5.80910273649427,7.31383178660177,8.97164708479465,7.1407679883202,7.14112660349422,6.24997218094406,10.8631591073536,7.31881028341872,8.21687177113112,8.53248800307319,11.4920542921476,8.35072446158839,8.26649063520877,7.42876170956411,6.96495534403734,6.398629030845,8.09283267566278,10.9653963929793,9.61553577614219,9.29239451041373,7.28801368223517,11.6600355531059,9.98374362527317,8.20577626157169,6.75018294656188,8.54510698917034,10.8785964913767,9.15571365433792,6.23739572807196,6.95672407002701,11.4166385130176,8.98235011813157,7.3569731507797,7.47162863652149,6.91135850351067,5.47954079843284,8.63821554959191,5.97046848042959,11.6046879827378,9.44699037515487,10.3903857649877,9.70914701359489,6.94942155834724,5.95896217845117,6.66372502871213,11.8359969158954,7.04336182561325,8.80526858896843,9.48915015967087,7.87958774122328,7.7277654502839,6.53004696754589,9.9508596713615,7.30003146582377,10.4621245461719,5.51327777079405,9.02592252860402,6.10349118626926,7.70338197606784,7.01264578161025,8.2497370730794,8.01135062175185,5.87985966476932,7.97488662870348,8.76529921707635,9.36267702065927,7.48315593168068,11.5670771152576,7.30371188293467,7.03241557568474,8.69045745686764,8.41880933501415,8.89145434534048,11.4086439340466,5.87708701940791,5.99254465502627,8.45098634944585,7.46442168384758,6.76084755732704,5.69250866654099,7.66470923421119,8.88111018497739,6.96295029571641,8.97639293183767,7.13249326454158,6.73389770944557,7.98057294102868,9.99367898488108,6.57455663975301,8.18425014273142,6.05895033518892,8.61497490709039,7.16462161002135,6.62846335884883,6.83601707557762,10.4053287923355,6.53697708169926,8.16147339836332,7.37071706194886,5.73339348583676,8.78104895487847,6.36224719753368,8.91881828683965,8.13781415565075,5.78733921897311,10.5004273195969,6.41982159651864,7.76259686822228,5.87920561067372,6.75919824725025,8.71605528238589,6.83251502914149,7.56278077013351,7.48613127338897,7.18052871134677,6.61565307737287,5.95549378848188,9.10592986662325,7.93610730849727,8.71666956684948,7.5025768758538,8.41512275769895,5.78320669554159,8.83046655098197,7.07914353494596,7.62519380591078,6.30501726429427,6.35333397653924,9.57008061978083,8.18588606086022,9.32055447434629,9.32708595307334,9.52985668596967,7.56412761452185,5.80660041410883,9.6306844730429,7.58120241292236,6.81904152213631,7.11315746161293,5.80846467652075,7.68822480920784,5.72318323819082,8.07930575279187,7.1038327408313,10.0441939159044,6.52665736191457,8.81474352567955,11.6200091943992,10.7453595708494,5.65310053145507,8.62480895656624,9.32404373171635,7.49545199888266,8.33741023521794,6.69233515130866,7.27951271587081,8.34348361423121,6.67953621901217,9.51652921091416,9.20851087561496,6.98979235563436,6.48421228363264,6.5821039782089,7.90915860222425,9.17174166799793,6.78316276368226,8.48104750505112,9.73859945171066,9.70926731339929,6.15094600433726,8.11396643097764,6.96301899219798,13.3790749682677,10.3916530876315,8.58114214922108,8.46887289319842,7.08430324883978,6.26070132665436,9.84608776026499,8.47495725811066,7.40055266480928,7.80393399893936,6.04653397691797,7.77638398999194,7.66363381567987,5.71046658767074,8.80301481605369,7.46483821848929,7.97913927955309,11.245669802289,12.7507964704024,8.26661934412947,11.7360936409086,6.37468962458439,7.25228377341347,7.69061160999007,9.94385945312622,8.88910713640985,6.91484878170028,8.07631120777146,10.8573693466641,6.17957267325481,10.1832881451549,5.95234576300945,7.65640955114559,8.16458349509821,6.97210894922421,9.38275252554678,10.1271119442013,11.5185492601335,6.79910847363581,6.79476844603242,5.76181130790155,8.01071289320775,7.70273896248069,7.82964901813197,8.84145671205117,8.47866914640047,6.28770109890628,8.62418141807332,12.3691463816115,5.86637428100613,12.8878243419995,9.31366673389565,7.43887573628724,7.1000185184128,6.70110655960089,5.48753330812854,7.11937522991459,9.7279056913704,6.68169509012935,6.70528986376818,5.7182811903626,12.2394649969387,5.69654076305686,8.60339499533342,7.38317648367735,6.90718165423527,6.48167808415409,9.01048377489861,8.24510384668164,6.57413375350713,6.92282506454414,6.51090111633335,7.95456531403962,6.42958367983491,5.57116470107168,7.48153536728351,6.05250778687223,6.18679962438252,5.57954621623177,8.55014995148552,8.01282434300831,9.55293917046098,7.69640197703172,6.22131046199289,8.73865571380995,9.75732209879482,9.01088076608794,9.45365359108194,7.32550344795971,8.71558892506506,6.1026444652396,6.62589334674065,14.338936533741,10.3365705248074,6.35348712324384,8.57120482094344,11.0904278705797,8.00500907412588,6.85462574341577,6.25869657204245,8.33459803685708,5.22136686574097,5.56902279018161,7.91540804254146,7.25568808040534,8.62848031740855,6.24726829735822,6.96446394694379,8.98696745498051,9.5230499603319,9.15446302873797,6.09940820900848,7.56026834345762,6.40784030317103,6.96836775397414,11.3663947805449],"y":[0.976758706776458,-0.387056168905542,-1.09082509854828,-0.32106049761594,0.244903163238243,-0.671559824162832,-0.0628892164218261,-0.489115408956018,-0.569021767426497,0.18250708691324,-0.220407360271201,-1.62570667747802,0.00802996026180516,-0.163209712261893,0.0674525805172527,-1.79510495262723,-1.44982647381528,-1.49592364786922,-0.467284034009214,0.385979041015262,2.01202365949395,0.156071993997517,0.326999394819014,0.733063711576347,-0.702140773423156,0.110233646051817,-0.547571823303185,0.0192697694753555,-0.065403096126927,-0.798577240493584,-1.66799029414866,0.754445515646534,0.136032094842613,0.257237794375201,-0.0488160455194828,1.02941696646625,0.559047067299328,-0.664791772616582,-0.0182934987841941,-0.83553099320257,-0.541054584202256,0.474928177298159,2.13723951873988,-0.430837467637769,-0.427989515983603,1.9414706600829,0.301857457222223,0.900280945359684,0.169904484737524,0.524725720426088,-1.58081531777001,0.806754941002078,0.0621414606712918,0.352061205300577,-0.797389507744372,-1.45751661514737,-1.03876822641305,0.922566949768143,-0.607667362707438,0.668873594125136,-0.228592398038721,-0.597827839182763,-0.222488683788931,0.76390241128728,-1.36300727819922,-0.766381883172364,-1.23537017740664,2.18095627540368,-0.0593471640948562,0.0175501632860903,0.776218500239779,0.338658273857708,0.975729588872984,-0.903117629465258,-1.17282439508655,0.732332947359921,0.223225930040004,-1.56107200481447,0.590597071754737,-2.28137157742519,0.292798691109021,1.23254467717349,0.514769560635698,-0.672757046540245,-0.0164502803001761,0.392313409542383,0.015047031591418,-0.598581135369544,0.531187610642244,-0.700107842115507,-0.0299510883234825,0.33712068404921,1.40813249742856,1.55908223325204,0.674447918131877,1.72068684771747,-0.136862525806303,0.0706321407975879,-1.27021164366003,1.42816918742097,0.879265077709622,1.26854417750471,-1.44022518249282,-1.62390857942885,-0.135907703280676,0.371702969452603,1.37534373752245,1.21406630340203,0.316120434303044,-1.13548359834513,-0.0392748809557789,0.757925534065987,0.250542611907792,-0.655524940607208,0.26877674696291,-0.919335245019075,-1.36653040181968,-1.37255114312022,-1.55433094199387,-0.141405227166033,-0.392872494597355,0.480204626595239,0.0455658264736242,0.458231786121238,1.98701679300966,1.54405100543552,-0.0528337956319996,0.923188789847341,0.0720134270984976,-0.0558410407244213,-0.192917210782243,1.94607344175936,-0.386247527138883,1.62683632959214,0.776170635907436,-0.540584508235568,-0.215820504105655,-0.10742468221656,0.837249531263604,-0.19036164199526,-1.52337445824518,-0.00497500326882768,-0.217337970235674,4.31589783805965,-0.0887164830876147,-0.616833185074736,0.737299411276257,-0.464196576937397,-0.463716114367018,0.017240040606337,1.82989561154251,1.16796370134511,-0.478662551267321,0.501137066925639,0.50046308045414,-0.289377876264554,-0.0926625756730523,0.860734074753522,-0.47668470790585,-0.374195018228324,-0.726305126828051,-0.289816906282091,-0.518677732800715,0.263487371704474,-1.41691623899927,-1.39549473466441,-0.721117166562073,0.449310286344698,-0.865393960853944,-0.375203314799292,0.96824313111907,0.0346904455499348,0.606848415328604,0.182478300711238,1.36179271889824,0.659227226679654,1.56260354429747,-0.544188715585697,-2.69147693854165,1.33135326824828,-0.570158652693592,0.857327897418193,0.171164522608929,-0.623790891704361,-1.09764161978651,0.496010237094145,-0.432268399737304,0.298559774167451,-0.980520179066873,1.14180799462495,0.654587129566194,-0.0492300476011696,-0.450359528484045,-1.48167960097543,0.224732435005598,0.198170278286415,1.78555617602639,-0.348001980847219,-0.482052199428202,-0.301236285952505,1.07938521827312,-0.846580549420505,2.94376874008039,-0.0444278410085938,0.033939874196407,-0.126069521402416,0.121962054538423,0.32693649805404,-1.55594976756812,0.742775594486814,1.55813847415326,0.064251860489355,-0.194658492108662,0.456483315594969,-1.60187309881365,-0.26523278807529,0.680839201780173,1.83238359569764,-0.300383403240317,-1.00684786085561,0.0326623118250601,-0.868597615886082,0.511969787921474,-0.977749892222243,-0.344943229819935,-1.05825876324888,0.759771935833127,-3.49839168274488,1.27489725233495,-0.0841940878382332,-1.3789941257995,0.175266215663101,0.433316665719419,0.610061395758588,-1.7952419163472,-0.885138917452897,1.93459358022878,-0.19241797208389,1.06943485760431,-1.33806300716237,1.83279663826415,1.49840985036369,-1.49309441316585,0.859978673080866,-1.29534060027052,-0.907449927585274,-0.253425812718249,-0.416938188812057,-0.731734782685365,0.306343019514127,0.277500945607485,1.70939064573086,0.360867544266275,2.31119107148847,-0.197300721282747,0.749408215871516,0.879661170499481,0.922078146083357,-2.26626746775337,-0.651912468895481,-1.81263645952069,1.35049419650582,-1.64802658354153,-1.58673408533898,1.81939205356485,-0.961949604509029,0.898136880530973,-0.923088376026725,2.42975782288622,-1.68479011706512,-0.935970100117799,1.1148468027876,-0.177045960127606,-1.04167276689915,1.36646577272843,-0.777801197947551,2.29774794207749,-1.57193029255941,0.573606410314421,-0.706408130645632,-0.727725356592146,0.538257334654671,0.8803963286786,-1.58187781549378,-0.388716064348054,-0.254252734220222,-0.402549562136585,0.417698382972319,0.490020745171122,0.902348635471586,-0.00216600086378608,0.182672376781058,-1.45764520068405,-0.99176721286485,-0.05597056791841,-1.31338598703306,-0.558626127306579,0.536048710935776,-0.470559407489463,0.0938364855231891],"color":["blue"],"alpha":1,"sizes":[10,100]},"c9e523b16e1f":{"y":[0.976758706776458,-0.387056168905542,-1.09082509854828,-0.32106049761594,0.244903163238243,-0.671559824162832,-0.0628892164218261,-0.489115408956018,-0.569021767426497,0.18250708691324,-0.220407360271201,-1.62570667747802,0.00802996026180516,-0.163209712261893,0.0674525805172527,-1.79510495262723,-1.44982647381528,-1.49592364786922,-0.467284034009214,0.385979041015262,2.01202365949395,0.156071993997517,0.326999394819014,0.733063711576347,-0.702140773423156,0.110233646051817,-0.547571823303185,0.0192697694753555,-0.065403096126927,-0.798577240493584,-1.66799029414866,0.754445515646534,0.136032094842613,0.257237794375201,-0.0488160455194828,1.02941696646625,0.559047067299328,-0.664791772616582,-0.0182934987841941,-0.83553099320257,-0.541054584202256,0.474928177298159,2.13723951873988,-0.430837467637769,-0.427989515983603,1.9414706600829,0.301857457222223,0.900280945359684,0.169904484737524,0.524725720426088,-1.58081531777001,0.806754941002078,0.0621414606712918,0.352061205300577,-0.797389507744372,-1.45751661514737,-1.03876822641305,0.922566949768143,-0.607667362707438,0.668873594125136,-0.228592398038721,-0.597827839182763,-0.222488683788931,0.76390241128728,-1.36300727819922,-0.766381883172364,-1.23537017740664,2.18095627540368,-0.0593471640948562,0.0175501632860903,0.776218500239779,0.338658273857708,0.975729588872984,-0.903117629465258,-1.17282439508655,0.732332947359921,0.223225930040004,-1.56107200481447,0.590597071754737,-2.28137157742519,0.292798691109021,1.23254467717349,0.514769560635698,-0.672757046540245,-0.0164502803001761,0.392313409542383,0.015047031591418,-0.598581135369544,0.531187610642244,-0.700107842115507,-0.0299510883234825,0.33712068404921,1.40813249742856,1.55908223325204,0.674447918131877,1.72068684771747,-0.136862525806303,0.0706321407975879,-1.27021164366003,1.42816918742097,0.879265077709622,1.26854417750471,-1.44022518249282,-1.62390857942885,-0.135907703280676,0.371702969452603,1.37534373752245,1.21406630340203,0.316120434303044,-1.13548359834513,-0.0392748809557789,0.757925534065987,0.250542611907792,-0.655524940607208,0.26877674696291,-0.919335245019075,-1.36653040181968,-1.37255114312022,-1.55433094199387,-0.141405227166033,-0.392872494597355,0.480204626595239,0.0455658264736242,0.458231786121238,1.98701679300966,1.54405100543552,-0.0528337956319996,0.923188789847341,0.0720134270984976,-0.0558410407244213,-0.192917210782243,1.94607344175936,-0.386247527138883,1.62683632959214,0.776170635907436,-0.540584508235568,-0.215820504105655,-0.10742468221656,0.837249531263604,-0.19036164199526,-1.52337445824518,-0.00497500326882768,-0.217337970235674,4.31589783805965,-0.0887164830876147,-0.616833185074736,0.737299411276257,-0.464196576937397,-0.463716114367018,0.017240040606337,1.82989561154251,1.16796370134511,-0.478662551267321,0.501137066925639,0.50046308045414,-0.289377876264554,-0.0926625756730523,0.860734074753522,-0.47668470790585,-0.374195018228324,-0.726305126828051,-0.289816906282091,-0.518677732800715,0.263487371704474,-1.41691623899927,-1.39549473466441,-0.721117166562073,0.449310286344698,-0.865393960853944,-0.375203314799292,0.96824313111907,0.0346904455499348,0.606848415328604,0.182478300711238,1.36179271889824,0.659227226679654,1.56260354429747,-0.544188715585697,-2.69147693854165,1.33135326824828,-0.570158652693592,0.857327897418193,0.171164522608929,-0.623790891704361,-1.09764161978651,0.496010237094145,-0.432268399737304,0.298559774167451,-0.980520179066873,1.14180799462495,0.654587129566194,-0.0492300476011696,-0.450359528484045,-1.48167960097543,0.224732435005598,0.198170278286415,1.78555617602639,-0.348001980847219,-0.482052199428202,-0.301236285952505,1.07938521827312,-0.846580549420505,2.94376874008039,-0.0444278410085938,0.033939874196407,-0.126069521402416,0.121962054538423,0.32693649805404,-1.55594976756812,0.742775594486814,1.55813847415326,0.064251860489355,-0.194658492108662,0.456483315594969,-1.60187309881365,-0.26523278807529,0.680839201780173,1.83238359569764,-0.300383403240317,-1.00684786085561,0.0326623118250601,-0.868597615886082,0.511969787921474,-0.977749892222243,-0.344943229819935,-1.05825876324888,0.759771935833127,-3.49839168274488,1.27489725233495,-0.0841940878382332,-1.3789941257995,0.175266215663101,0.433316665719419,0.610061395758588,-1.7952419163472,-0.885138917452897,1.93459358022878,-0.19241797208389,1.06943485760431,-1.33806300716237,1.83279663826415,1.49840985036369,-1.49309441316585,0.859978673080866,-1.29534060027052,-0.907449927585274,-0.253425812718249,-0.416938188812057,-0.731734782685365,0.306343019514127,0.277500945607485,1.70939064573086,0.360867544266275,2.31119107148847,-0.197300721282747,0.749408215871516,0.879661170499481,0.922078146083357,-2.26626746775337,-0.651912468895481,-1.81263645952069,1.35049419650582,-1.64802658354153,-1.58673408533898,1.81939205356485,-0.961949604509029,0.898136880530973,-0.923088376026725,2.42975782288622,-1.68479011706512,-0.935970100117799,1.1148468027876,-0.177045960127606,-1.04167276689915,1.36646577272843,-0.777801197947551,2.29774794207749,-1.57193029255941,0.573606410314421,-0.706408130645632,-0.727725356592146,0.538257334654671,0.8803963286786,-1.58187781549378,-0.388716064348054,-0.254252734220222,-0.402549562136585,0.417698382972319,0.490020745171122,0.902348635471586,-0.00216600086378608,0.182672376781058,-1.45764520068405,-0.99176721286485,-0.05597056791841,-1.31338598703306,-0.558626127306579,0.536048710935776,-0.470559407489463,0.0938364855231891],"color":["orange"],"alpha":1,"sizes":[10,100]}},"source":"A","config":{"modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"subplot":true,"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> </div> ??? The plotly_empty just skips one "quadrant" and generates nothing. The shareX and shareY makes sure the same axis length is used for all data heights/widths settings is the fraction taken up by each plot in this case 80 and 20% --- ## Animated plots ```r p <- plot_ly(ut, x = ~month, y = ~temp, frame = ~year, width = 500, height = 500) tags$div(p, align = "center") ``` <div align="center"> <div id="c9e57453891e" style="width:500px;height:500px;" class="plotly html-widget"></div> <script type="application/json" data-for="c9e57453891e">{"x":{"visdat":{"c9e52ae06df7":["function () ","plotlyVisDat"]},"cur_data":"c9e52ae06df7","attrs":{"c9e52ae06df7":{"x":{},"y":{},"frame":{},"alpha":1,"sizes":[10,100]}},"layout":{"width":500,"height":500,"margin":{"b":40,"l":60,"t":25,"r":10},"xaxis":{"domain":[0,1],"title":"month","range":[0.45,12.55]},"yaxis":{"domain":[0,1],"title":"temp","range":[-16.7648387096774,23.4809677419355]},"hovermode":"closest","showlegend":true,"sliders":[{"currentvalue":{"prefix":"year: ","xanchor":"right","font":{"size":16,"color":"rgba(204,204,204,1)"}},"steps":[{"method":"animate","args":[["1722"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1722","value":"1722"},{"method":"animate","args":[["1723"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1723","value":"1723"},{"method":"animate","args":[["1724"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1724","value":"1724"},{"method":"animate","args":[["1725"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1725","value":"1725"},{"method":"animate","args":[["1726"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1726","value":"1726"},{"method":"animate","args":[["1727"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1727","value":"1727"},{"method":"animate","args":[["1728"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1728","value":"1728"},{"method":"animate","args":[["1729"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1729","value":"1729"},{"method":"animate","args":[["1730"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1730","value":"1730"},{"method":"animate","args":[["1731"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1731","value":"1731"},{"method":"animate","args":[["1732"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1732","value":"1732"},{"method":"animate","args":[["1733"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1733","value":"1733"},{"method":"animate","args":[["1734"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1734","value":"1734"},{"method":"animate","args":[["1735"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1735","value":"1735"},{"method":"animate","args":[["1736"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1736","value":"1736"},{"method":"animate","args":[["1737"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1737","value":"1737"},{"method":"animate","args":[["1738"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1738","value":"1738"},{"method":"animate","args":[["1739"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1739","value":"1739"},{"method":"animate","args":[["1740"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1740","value":"1740"},{"method":"animate","args":[["1741"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1741","value":"1741"},{"method":"animate","args":[["1742"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1742","value":"1742"},{"method":"animate","args":[["1743"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1743","value":"1743"},{"method":"animate","args":[["1744"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1744","value":"1744"},{"method":"animate","args":[["1745"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1745","value":"1745"},{"method":"animate","args":[["1746"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1746","value":"1746"},{"method":"animate","args":[["1747"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1747","value":"1747"},{"method":"animate","args":[["1748"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1748","value":"1748"},{"method":"animate","args":[["1749"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1749","value":"1749"},{"method":"animate","args":[["1750"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1750","value":"1750"},{"method":"animate","args":[["1751"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1751","value":"1751"},{"method":"animate","args":[["1752"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1752","value":"1752"},{"method":"animate","args":[["1753"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1753","value":"1753"},{"method":"animate","args":[["1754"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1754","value":"1754"},{"method":"animate","args":[["1755"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1755","value":"1755"},{"method":"animate","args":[["1756"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1756","value":"1756"},{"method":"animate","args":[["1757"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1757","value":"1757"},{"method":"animate","args":[["1758"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1758","value":"1758"},{"method":"animate","args":[["1759"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1759","value":"1759"},{"method":"animate","args":[["1760"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1760","value":"1760"},{"method":"animate","args":[["1761"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1761","value":"1761"},{"method":"animate","args":[["1762"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1762","value":"1762"},{"method":"animate","args":[["1763"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1763","value":"1763"},{"method":"animate","args":[["1764"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1764","value":"1764"},{"method":"animate","args":[["1765"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1765","value":"1765"},{"method":"animate","args":[["1766"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1766","value":"1766"},{"method":"animate","args":[["1767"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1767","value":"1767"},{"method":"animate","args":[["1768"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1768","value":"1768"},{"method":"animate","args":[["1769"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1769","value":"1769"},{"method":"animate","args":[["1770"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1770","value":"1770"},{"method":"animate","args":[["1771"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1771","value":"1771"},{"method":"animate","args":[["1772"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1772","value":"1772"},{"method":"animate","args":[["1773"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1773","value":"1773"},{"method":"animate","args":[["1774"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1774","value":"1774"},{"method":"animate","args":[["1775"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1775","value":"1775"},{"method":"animate","args":[["1776"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1776","value":"1776"},{"method":"animate","args":[["1777"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1777","value":"1777"},{"method":"animate","args":[["1778"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1778","value":"1778"},{"method":"animate","args":[["1779"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1779","value":"1779"},{"method":"animate","args":[["1780"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1780","value":"1780"},{"method":"animate","args":[["1781"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1781","value":"1781"},{"method":"animate","args":[["1782"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1782","value":"1782"},{"method":"animate","args":[["1783"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1783","value":"1783"},{"method":"animate","args":[["1784"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1784","value":"1784"},{"method":"animate","args":[["1785"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1785","value":"1785"},{"method":"animate","args":[["1786"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1786","value":"1786"},{"method":"animate","args":[["1787"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1787","value":"1787"},{"method":"animate","args":[["1788"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1788","value":"1788"},{"method":"animate","args":[["1789"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1789","value":"1789"},{"method":"animate","args":[["1790"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1790","value":"1790"},{"method":"animate","args":[["1791"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1791","value":"1791"},{"method":"animate","args":[["1792"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1792","value":"1792"},{"method":"animate","args":[["1793"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1793","value":"1793"},{"method":"animate","args":[["1794"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1794","value":"1794"},{"method":"animate","args":[["1795"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1795","value":"1795"},{"method":"animate","args":[["1796"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1796","value":"1796"},{"method":"animate","args":[["1797"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1797","value":"1797"},{"method":"animate","args":[["1798"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1798","value":"1798"},{"method":"animate","args":[["1799"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1799","value":"1799"},{"method":"animate","args":[["1800"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1800","value":"1800"},{"method":"animate","args":[["1801"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1801","value":"1801"},{"method":"animate","args":[["1802"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1802","value":"1802"},{"method":"animate","args":[["1803"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1803","value":"1803"},{"method":"animate","args":[["1804"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1804","value":"1804"},{"method":"animate","args":[["1805"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1805","value":"1805"},{"method":"animate","args":[["1806"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1806","value":"1806"},{"method":"animate","args":[["1807"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1807","value":"1807"},{"method":"animate","args":[["1808"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1808","value":"1808"},{"method":"animate","args":[["1809"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1809","value":"1809"},{"method":"animate","args":[["1810"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1810","value":"1810"},{"method":"animate","args":[["1811"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1811","value":"1811"},{"method":"animate","args":[["1812"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1812","value":"1812"},{"method":"animate","args":[["1813"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1813","value":"1813"},{"method":"animate","args":[["1814"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1814","value":"1814"},{"method":"animate","args":[["1815"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1815","value":"1815"},{"method":"animate","args":[["1816"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1816","value":"1816"},{"method":"animate","args":[["1817"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1817","value":"1817"},{"method":"animate","args":[["1818"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1818","value":"1818"},{"method":"animate","args":[["1819"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1819","value":"1819"},{"method":"animate","args":[["1820"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1820","value":"1820"},{"method":"animate","args":[["1821"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1821","value":"1821"},{"method":"animate","args":[["1822"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1822","value":"1822"},{"method":"animate","args":[["1823"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1823","value":"1823"},{"method":"animate","args":[["1824"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1824","value":"1824"},{"method":"animate","args":[["1825"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1825","value":"1825"},{"method":"animate","args":[["1826"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1826","value":"1826"},{"method":"animate","args":[["1827"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1827","value":"1827"},{"method":"animate","args":[["1828"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1828","value":"1828"},{"method":"animate","args":[["1829"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1829","value":"1829"},{"method":"animate","args":[["1830"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1830","value":"1830"},{"method":"animate","args":[["1831"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1831","value":"1831"},{"method":"animate","args":[["1832"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1832","value":"1832"},{"method":"animate","args":[["1833"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1833","value":"1833"},{"method":"animate","args":[["1834"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1834","value":"1834"},{"method":"animate","args":[["1835"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1835","value":"1835"},{"method":"animate","args":[["1836"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1836","value":"1836"},{"method":"animate","args":[["1837"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1837","value":"1837"},{"method":"animate","args":[["1838"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1838","value":"1838"},{"method":"animate","args":[["1839"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1839","value":"1839"},{"method":"animate","args":[["1840"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1840","value":"1840"},{"method":"animate","args":[["1841"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1841","value":"1841"},{"method":"animate","args":[["1842"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1842","value":"1842"},{"method":"animate","args":[["1843"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1843","value":"1843"},{"method":"animate","args":[["1844"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1844","value":"1844"},{"method":"animate","args":[["1845"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1845","value":"1845"},{"method":"animate","args":[["1846"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1846","value":"1846"},{"method":"animate","args":[["1847"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1847","value":"1847"},{"method":"animate","args":[["1848"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1848","value":"1848"},{"method":"animate","args":[["1849"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1849","value":"1849"},{"method":"animate","args":[["1850"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1850","value":"1850"},{"method":"animate","args":[["1851"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1851","value":"1851"},{"method":"animate","args":[["1852"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1852","value":"1852"},{"method":"animate","args":[["1853"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1853","value":"1853"},{"method":"animate","args":[["1854"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1854","value":"1854"},{"method":"animate","args":[["1855"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1855","value":"1855"},{"method":"animate","args":[["1856"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1856","value":"1856"},{"method":"animate","args":[["1857"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1857","value":"1857"},{"method":"animate","args":[["1858"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1858","value":"1858"},{"method":"animate","args":[["1859"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1859","value":"1859"},{"method":"animate","args":[["1860"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1860","value":"1860"},{"method":"animate","args":[["1861"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1861","value":"1861"},{"method":"animate","args":[["1862"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1862","value":"1862"},{"method":"animate","args":[["1863"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1863","value":"1863"},{"method":"animate","args":[["1864"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1864","value":"1864"},{"method":"animate","args":[["1865"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1865","value":"1865"},{"method":"animate","args":[["1866"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1866","value":"1866"},{"method":"animate","args":[["1867"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1867","value":"1867"},{"method":"animate","args":[["1868"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1868","value":"1868"},{"method":"animate","args":[["1869"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1869","value":"1869"},{"method":"animate","args":[["1870"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1870","value":"1870"},{"method":"animate","args":[["1871"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1871","value":"1871"},{"method":"animate","args":[["1872"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1872","value":"1872"},{"method":"animate","args":[["1873"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1873","value":"1873"},{"method":"animate","args":[["1874"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1874","value":"1874"},{"method":"animate","args":[["1875"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1875","value":"1875"},{"method":"animate","args":[["1876"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1876","value":"1876"},{"method":"animate","args":[["1877"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1877","value":"1877"},{"method":"animate","args":[["1878"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1878","value":"1878"},{"method":"animate","args":[["1879"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1879","value":"1879"},{"method":"animate","args":[["1880"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1880","value":"1880"},{"method":"animate","args":[["1881"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1881","value":"1881"},{"method":"animate","args":[["1882"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1882","value":"1882"},{"method":"animate","args":[["1883"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1883","value":"1883"},{"method":"animate","args":[["1884"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1884","value":"1884"},{"method":"animate","args":[["1885"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1885","value":"1885"},{"method":"animate","args":[["1886"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1886","value":"1886"},{"method":"animate","args":[["1887"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1887","value":"1887"},{"method":"animate","args":[["1888"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1888","value":"1888"},{"method":"animate","args":[["1889"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1889","value":"1889"},{"method":"animate","args":[["1890"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1890","value":"1890"},{"method":"animate","args":[["1891"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1891","value":"1891"},{"method":"animate","args":[["1892"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1892","value":"1892"},{"method":"animate","args":[["1893"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1893","value":"1893"},{"method":"animate","args":[["1894"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1894","value":"1894"},{"method":"animate","args":[["1895"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1895","value":"1895"},{"method":"animate","args":[["1896"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1896","value":"1896"},{"method":"animate","args":[["1897"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1897","value":"1897"},{"method":"animate","args":[["1898"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1898","value":"1898"},{"method":"animate","args":[["1899"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1899","value":"1899"},{"method":"animate","args":[["1900"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1900","value":"1900"},{"method":"animate","args":[["1901"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1901","value":"1901"},{"method":"animate","args":[["1902"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1902","value":"1902"},{"method":"animate","args":[["1903"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1903","value":"1903"},{"method":"animate","args":[["1904"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1904","value":"1904"},{"method":"animate","args":[["1905"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1905","value":"1905"},{"method":"animate","args":[["1906"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1906","value":"1906"},{"method":"animate","args":[["1907"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1907","value":"1907"},{"method":"animate","args":[["1908"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1908","value":"1908"},{"method":"animate","args":[["1909"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1909","value":"1909"},{"method":"animate","args":[["1910"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1910","value":"1910"},{"method":"animate","args":[["1911"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1911","value":"1911"},{"method":"animate","args":[["1912"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1912","value":"1912"},{"method":"animate","args":[["1913"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1913","value":"1913"},{"method":"animate","args":[["1914"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1914","value":"1914"},{"method":"animate","args":[["1915"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1915","value":"1915"},{"method":"animate","args":[["1916"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1916","value":"1916"},{"method":"animate","args":[["1917"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1917","value":"1917"},{"method":"animate","args":[["1918"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1918","value":"1918"},{"method":"animate","args":[["1919"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1919","value":"1919"},{"method":"animate","args":[["1920"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1920","value":"1920"},{"method":"animate","args":[["1921"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1921","value":"1921"},{"method":"animate","args":[["1922"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1922","value":"1922"},{"method":"animate","args":[["1923"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1923","value":"1923"},{"method":"animate","args":[["1924"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1924","value":"1924"},{"method":"animate","args":[["1925"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1925","value":"1925"},{"method":"animate","args":[["1926"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1926","value":"1926"},{"method":"animate","args":[["1927"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1927","value":"1927"},{"method":"animate","args":[["1928"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1928","value":"1928"},{"method":"animate","args":[["1929"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1929","value":"1929"},{"method":"animate","args":[["1930"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1930","value":"1930"},{"method":"animate","args":[["1931"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1931","value":"1931"},{"method":"animate","args":[["1932"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1932","value":"1932"},{"method":"animate","args":[["1933"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1933","value":"1933"},{"method":"animate","args":[["1934"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1934","value":"1934"},{"method":"animate","args":[["1935"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1935","value":"1935"},{"method":"animate","args":[["1936"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1936","value":"1936"},{"method":"animate","args":[["1937"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1937","value":"1937"},{"method":"animate","args":[["1938"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1938","value":"1938"},{"method":"animate","args":[["1939"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1939","value":"1939"},{"method":"animate","args":[["1940"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1940","value":"1940"},{"method":"animate","args":[["1941"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1941","value":"1941"},{"method":"animate","args":[["1942"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1942","value":"1942"},{"method":"animate","args":[["1943"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1943","value":"1943"},{"method":"animate","args":[["1944"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1944","value":"1944"},{"method":"animate","args":[["1945"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1945","value":"1945"},{"method":"animate","args":[["1946"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1946","value":"1946"},{"method":"animate","args":[["1947"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1947","value":"1947"},{"method":"animate","args":[["1948"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1948","value":"1948"},{"method":"animate","args":[["1949"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1949","value":"1949"},{"method":"animate","args":[["1950"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1950","value":"1950"},{"method":"animate","args":[["1951"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1951","value":"1951"},{"method":"animate","args":[["1952"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1952","value":"1952"},{"method":"animate","args":[["1953"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1953","value":"1953"},{"method":"animate","args":[["1954"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1954","value":"1954"},{"method":"animate","args":[["1955"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1955","value":"1955"},{"method":"animate","args":[["1956"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1956","value":"1956"},{"method":"animate","args":[["1957"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1957","value":"1957"},{"method":"animate","args":[["1958"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1958","value":"1958"},{"method":"animate","args":[["1959"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1959","value":"1959"},{"method":"animate","args":[["1960"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1960","value":"1960"},{"method":"animate","args":[["1961"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1961","value":"1961"},{"method":"animate","args":[["1962"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1962","value":"1962"},{"method":"animate","args":[["1963"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1963","value":"1963"},{"method":"animate","args":[["1964"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1964","value":"1964"},{"method":"animate","args":[["1965"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1965","value":"1965"},{"method":"animate","args":[["1966"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1966","value":"1966"},{"method":"animate","args":[["1967"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1967","value":"1967"},{"method":"animate","args":[["1968"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1968","value":"1968"},{"method":"animate","args":[["1969"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1969","value":"1969"},{"method":"animate","args":[["1970"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1970","value":"1970"},{"method":"animate","args":[["1971"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1971","value":"1971"},{"method":"animate","args":[["1972"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1972","value":"1972"},{"method":"animate","args":[["1973"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1973","value":"1973"},{"method":"animate","args":[["1974"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1974","value":"1974"},{"method":"animate","args":[["1975"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1975","value":"1975"},{"method":"animate","args":[["1976"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1976","value":"1976"},{"method":"animate","args":[["1977"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1977","value":"1977"},{"method":"animate","args":[["1978"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1978","value":"1978"},{"method":"animate","args":[["1979"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1979","value":"1979"},{"method":"animate","args":[["1980"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1980","value":"1980"},{"method":"animate","args":[["1981"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1981","value":"1981"},{"method":"animate","args":[["1982"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1982","value":"1982"},{"method":"animate","args":[["1983"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1983","value":"1983"},{"method":"animate","args":[["1984"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1984","value":"1984"},{"method":"animate","args":[["1985"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1985","value":"1985"},{"method":"animate","args":[["1986"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1986","value":"1986"},{"method":"animate","args":[["1987"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1987","value":"1987"},{"method":"animate","args":[["1988"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1988","value":"1988"},{"method":"animate","args":[["1989"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1989","value":"1989"},{"method":"animate","args":[["1990"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1990","value":"1990"},{"method":"animate","args":[["1991"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1991","value":"1991"},{"method":"animate","args":[["1992"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1992","value":"1992"},{"method":"animate","args":[["1993"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1993","value":"1993"},{"method":"animate","args":[["1994"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1994","value":"1994"},{"method":"animate","args":[["1995"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1995","value":"1995"},{"method":"animate","args":[["1996"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1996","value":"1996"},{"method":"animate","args":[["1997"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1997","value":"1997"},{"method":"animate","args":[["1998"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1998","value":"1998"},{"method":"animate","args":[["1999"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1999","value":"1999"},{"method":"animate","args":[["2000"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2000","value":"2000"},{"method":"animate","args":[["2001"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2001","value":"2001"},{"method":"animate","args":[["2002"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2002","value":"2002"},{"method":"animate","args":[["2003"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2003","value":"2003"},{"method":"animate","args":[["2004"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2004","value":"2004"},{"method":"animate","args":[["2005"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2005","value":"2005"},{"method":"animate","args":[["2006"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2006","value":"2006"},{"method":"animate","args":[["2007"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2007","value":"2007"},{"method":"animate","args":[["2008"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2008","value":"2008"},{"method":"animate","args":[["2009"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2009","value":"2009"},{"method":"animate","args":[["2010"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2010","value":"2010"},{"method":"animate","args":[["2011"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2011","value":"2011"},{"method":"animate","args":[["2012"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2012","value":"2012"},{"method":"animate","args":[["2013"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2013","value":"2013"},{"method":"animate","args":[["2014"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2014","value":"2014"},{"method":"animate","args":[["2015"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2015","value":"2015"},{"method":"animate","args":[["2016"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2016","value":"2016"},{"method":"animate","args":[["2017"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2017","value":"2017"}],"visible":true,"pad":{"t":40}}],"updatemenus":[{"type":"buttons","direction":"right","showactive":false,"y":0,"x":0,"yanchor":"top","xanchor":"right","pad":{"t":60,"r":5},"buttons":[{"label":"Play","method":"animate","args":[null,{"fromcurrent":true,"mode":"immediate","transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false}}]}]}]},"source":"A","config":{"modeBarButtonsToAdd":[{"name":"Collaborate","icon":{"width":1000,"ascent":500,"descent":-50,"path":"M487 375c7-10 9-23 5-36l-79-259c-3-12-11-23-22-31-11-8-22-12-35-12l-263 0c-15 0-29 5-43 15-13 10-23 23-28 37-5 13-5 25-1 37 0 0 0 3 1 7 1 5 1 8 1 11 0 2 0 4-1 6 0 3-1 5-1 6 1 2 2 4 3 6 1 2 2 4 4 6 2 3 4 5 5 7 5 7 9 16 13 26 4 10 7 19 9 26 0 2 0 5 0 9-1 4-1 6 0 8 0 2 2 5 4 8 3 3 5 5 5 7 4 6 8 15 12 26 4 11 7 19 7 26 1 1 0 4 0 9-1 4-1 7 0 8 1 2 3 5 6 8 4 4 6 6 6 7 4 5 8 13 13 24 4 11 7 20 7 28 1 1 0 4 0 7-1 3-1 6-1 7 0 2 1 4 3 6 1 1 3 4 5 6 2 3 3 5 5 6 1 2 3 5 4 9 2 3 3 7 5 10 1 3 2 6 4 10 2 4 4 7 6 9 2 3 4 5 7 7 3 2 7 3 11 3 3 0 8 0 13-1l0-1c7 2 12 2 14 2l218 0c14 0 25-5 32-16 8-10 10-23 6-37l-79-259c-7-22-13-37-20-43-7-7-19-10-37-10l-248 0c-5 0-9-2-11-5-2-3-2-7 0-12 4-13 18-20 41-20l264 0c5 0 10 2 16 5 5 3 8 6 10 11l85 282c2 5 2 10 2 17 7-3 13-7 17-13z m-304 0c-1-3-1-5 0-7 1-1 3-2 6-2l174 0c2 0 4 1 7 2 2 2 4 4 5 7l6 18c0 3 0 5-1 7-1 1-3 2-6 2l-173 0c-3 0-5-1-8-2-2-2-4-4-4-7z m-24-73c-1-3-1-5 0-7 2-2 3-2 6-2l174 0c2 0 5 0 7 2 3 2 4 4 5 7l6 18c1 2 0 5-1 6-1 2-3 3-5 3l-174 0c-3 0-5-1-7-3-3-1-4-4-5-6z"},"click":"function(gd) { \n // is this being viewed in RStudio?\n if (location.search == '?viewer_pane=1') {\n alert('To learn about plotly for collaboration, visit:\\n https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html');\n } else {\n window.open('https://cpsievert.github.io/plotly_book/plot-ly-for-collaboration.html', '_blank');\n }\n }"}],"cloud":false},"data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[1.26,1.23571428571429,0.0387096774193548,3.13333333333333,9.32258064516129,13.2733333333333,14.9645161290323,14.8677419354839,11.4866666666667,8.79032258064516,5.94333333333333,2.28387096774194],"frame":"1722","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1}},"frames":[{"name":"1722","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[1.26,1.23571428571429,0.0387096774193548,3.13333333333333,9.32258064516129,13.2733333333333,14.9645161290323,14.8677419354839,11.4866666666667,8.79032258064516,5.94333333333333,2.28387096774194],"frame":"1722","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1723","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.648387096774193,1.19642857142857,4.73225806451613,8.45,10.3096774193548,15.5333333333333,16.1806451612903,15.9838709677419,11.1633333333333,8.58387096774194,2.67333333333333,2.26451612903226],"frame":"1723","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1724","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[3.56129032258065,-0.975862068965517,-0.190322580645161,3.39666666666667,7.49677419354839,14.3133333333333,13.8387096774194,13.7516129032258,9.72666666666667,4.57741935483871,0.0466666666666667,-6.43870967741935],"frame":"1724","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1725","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.387096774193548,-0.196428571428571,0.938709677419355,3.01,10.2387096774194,12.7933333333333,14.5032258064516,13.5709677419355,9.52,4.29354838709677,3.52,-0.980645161290323],"frame":"1725","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1726","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-7.00645161290323,-1.82142857142857,-2.05806451612903,5.11,13.1258064516129,17.8033333333333,16.8774193548387,13.3645161290323,10.2066666666667,4.19032258064516,0.566666666666667,-5.14838709677419],"frame":"1726","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1727","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.83870967741935,-4.25714285714286,-1.81935483870968,1.65333333333333,9.98709677419355,15.76,16.5870967741935,16.9193548387097,14.9133333333333,6.49354838709677,2.21,1.68064516129032],"frame":"1727","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1728","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.56129032258065,-6.05172413793103,0.0161290322580645,3.44,9.33225806451613,12.46,15.6935483870968,14.0677419354839,11.2633333333333,6.39354838709677,1.04333333333333,-3.20322580645161],"frame":"1728","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1729","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.83870967741935,-5.82857142857143,-3.01935483870968,3.16,7.4,13.5166666666667,15.5870967741935,14.7516129032258,11.8166666666667,5.81612903225806,0.743333333333333,-0.796774193548387],"frame":"1729","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1730","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.14516129032258,-1.88571428571429,-3.09354838709677,3.38,10.2612903225806,15.74,20.1064516129032,19.4967741935484,11.0233333333333,5.63225806451613,1.45666666666667,-1.32903225806452],"frame":"1730","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1731","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.94838709677419,-3.56071428571429,-0.161290322580645,3.82,9.10322580645161,12.7266666666667,14.7548387096774,14.8516129032258,10.9633333333333,7.51612903225806,3.75666666666667,-1.38064516129032],"frame":"1731","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1732","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.86451612903226,-2.53793103448276,4.02258064516129,6.48,8.40967741935484,11.8266666666667,16.958064516129,15.0838709677419,10.3433333333333,6.49032258064516,2.07333333333333,-5.54516129032258],"frame":"1732","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1733","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.609677419354839,1.89642857142857,2.14193548387097,4.72666666666667,7.10967741935484,12.25,18.3193548387097,14.441935483871,9.77,6.37096774193548,2.91666666666667,1.75483870967742],"frame":"1733","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1734","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.809677419354839,1.89642857142857,1.31612903225806,4.19333333333333,9.85161290322581,14.6033333333333,18.5387096774194,16.7387096774194,10.8566666666667,6.71612903225806,0.53,-1.73870967741935],"frame":"1734","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1735","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[1.3741935483871,0.271428571428571,2.34193548387097,6.41333333333333,11.3709677419355,16.9166666666667,17.0741935483871,16.9354838709677,12.52,6.03225806451613,1.14,-2.78709677419355],"frame":"1735","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1736","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.77741935483871,-4.21724137931034,-1.74516129032258,3.85333333333333,9.66129032258065,14.3233333333333,19.041935483871,16.9032258064516,11.1,7.36129032258065,3.26666666666667,1.55161290322581],"frame":"1736","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1737","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.14516129032258,-0.789285714285714,2.34838709677419,2.19333333333333,10.0483870967742,15.14,17.1129032258065,14.4225806451613,11.9233333333333,6.07096774193548,1.73333333333333,1.26451612903226],"frame":"1737","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1738","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.151612903225806,0.121428571428571,1.88064516129032,5.31333333333333,8.29677419354839,14.86,17.0096774193548,15.6483870967742,12.5766666666667,8.65161290322581,1.18333333333333,1.88387096774194],"frame":"1738","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1739","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.78064516129032,-5.62857142857143,-0.47741935483871,1.21,8.36129032258065,13.7533333333333,15.9516129032258,13.6774193548387,11.84,4.99032258064516,-0.393333333333333,0.854838709677419],"frame":"1739","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1740","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.56129032258065,-5.63793103448276,0.319354838709677,5.04333333333333,5.87096774193548,12.6133333333333,14.9064516129032,13.441935483871,12.9666666666667,2.87096774193548,0.493333333333333,-0.958064516129032],"frame":"1740","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1741","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.30967741935484,0.75,1.1258064516129,4.28666666666667,7.29354838709677,12.1,15.9322580645161,14.9709677419355,10.11,7.82258064516129,4.09333333333333,0.467741935483871],"frame":"1741","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1742","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.54516129032258,0.128571428571429,-0.380645161290323,3.22666666666667,7.10322580645161,11.7766666666667,15.1193548387097,12.1258064516129,7.96666666666667,6.33225806451613,1.59,-2.03870967741935],"frame":"1742","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1743","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[1.10322580645161,-0.214285714285714,1.51935483870968,4.16,9.88709677419355,19,15.858064516129,17.1290322580645,10.96,3.41290322580645,3.16,0.780645161290322],"frame":"1743","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1744","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.0258064516129,-1.06206896551724,-1.90322580645161,6.66333333333333,10.1354838709677,13.96,16.8290322580645,14.0548387096774,10.9266666666667,4.23225806451613,1.19,-3.89032258064516],"frame":"1744","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1745","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.40322580645161,-7.725,-4.14193548387097,0.58,9.57096774193548,16.99,15.5677419354839,15.5290322580645,10.4133333333333,5.94838709677419,0.183333333333333,-3.07741935483871],"frame":"1745","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1746","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.267741935483871,-4.16071428571429,-5.86774193548387,1.97,10.8064516129032,14.29,16.8064516129032,13.3838709677419,10.9333333333333,4.61612903225806,-1.27,1.01290322580645],"frame":"1746","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1747","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.59032258064516,-9.975,-3.60322580645161,2.69333333333333,9.48709677419355,18.7666666666667,15.3903225806452,14.3838709677419,12.16,7.59677419354839,-0.946666666666667,-4.82258064516129],"frame":"1747","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1748","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.27741935483871,-2.62068965517241,-9.1258064516129,1.51333333333333,10.4096774193548,16.7366666666667,18.4290322580645,17.4774193548387,10.41,5.00645161290323,-0.53,-2.03548387096774],"frame":"1748","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1749","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.15161290322581,-7.22857142857143,-5.09032258064516,1.69666666666667,11.9354838709677,14.4566666666667,16.8451612903226,17.0516129032258,11.0866666666667,4.85806451612903,2.54333333333333,-2.61612903225806],"frame":"1749","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1750","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.06451612903226,0.721428571428571,5.18709677419355,6.22333333333333,8.73548387096774,14.48,17.3032258064516,16.9483870967742,11.7833333333333,1.74193548387097,-6.06666666666667,-5.67096774193548],"frame":"1750","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1751","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.45483870967742,-8.41071428571429,0.909677419354839,3.70333333333333,7.74193548387097,12.5366666666667,16.0258064516129,15.5064516129032,10,6.01935483870968,-0.15,-2.37741935483871],"frame":"1751","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1752","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.75483870967742,-4.03793103448276,-0.919354838709677,2.23333333333333,6.65806451612903,14.9533333333333,21.6516129032258,19.7612903225806,10.3833333333333,7.00967741935484,2.53333333333333,-2.02258064516129],"frame":"1752","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1753","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.35483870967742,-4.05,0.596774193548387,2.74333333333333,6.40322580645161,11.93,15.758064516129,15.3161290322581,10.8566666666667,7.49032258064516,-1.27666666666667,-12.9677419354839],"frame":"1753","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1754","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.39032258064516,-5.47142857142857,-5.50322580645161,2.61,10.258064516129,14.8533333333333,14.2967741935484,14.4516129032258,9.72,5.74838709677419,0.243333333333333,-3.24838709677419],"frame":"1754","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1755","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-7.90645161290323,-9.13214285714286,-2.93548387096774,4.79333333333333,8.44193548387097,15.8766666666667,18.4645161290323,13.7870967741935,9.20333333333333,5.54838709677419,0.146666666666667,-3.33225806451613],"frame":"1755","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1756","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.0258064516129,-1.12068965517241,-2.05806451612903,-0.456666666666667,4.74516129032258,15.3866666666667,16.6225806451613,12.7838709677419,10.59,5.12903225806452,-3.97,-3.8741935483871],"frame":"1756","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1757","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-8.16129032258065,-3.275,-2.83870967741935,5.69333333333333,7.94838709677419,15.2466666666667,19.4774193548387,15.9225806451613,10.6933333333333,2.30645161290323,0.983333333333333,-4.16129032258065],"frame":"1757","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1758","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.44516129032258,-5.30714285714286,-1.58709677419355,2.57333333333333,11.5548387096774,15.33,16.7709677419355,15.5096774193548,9.20666666666667,3.40967741935484,1.55333333333333,-5.64838709677419],"frame":"1758","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1759","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.983870967741935,0.65,-0.0225806451612903,4.16,7.72903225806452,15.7066666666667,18.2483870967742,16.0225806451613,9.64,5.34193548387097,-0.396666666666667,-6.50645161290323],"frame":"1759","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1760","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-12.1741935483871,-2.9551724137931,-1.87096774193548,3.84333333333333,10.2354838709677,14.8933333333333,18.4193548387097,16.0645161290323,13.3166666666667,3.26129032258065,-0.36,-4.25806451612903],"frame":"1760","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1761","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.8741935483871,-4.56071428571429,1.30645161290323,5.07333333333333,10.641935483871,18.25,18.4838709677419,19.441935483871,12.7033333333333,2.49354838709677,0.553333333333333,-4.53548387096774],"frame":"1761","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1762","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.05483870967742,-3.08214285714286,-3.75483870967742,6.87333333333333,11.3193548387097,18.7166666666667,17.5322580645161,14.8225806451613,9.56666666666667,0.283870967741935,2.69,-2.75161290322581],"frame":"1762","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1763","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.90967741935484,-5.63214285714286,-4.06451612903226,2.99,10.8225806451613,14.7733333333333,19.3870967741935,16.4677419354839,9.68,4.70645161290323,0.283333333333333,-2.85161290322581],"frame":"1763","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1764","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.94838709677419,0.631034482758621,0.709677419354839,4.76,10.9258064516129,13.2833333333333,20.7741935483871,15.4354838709677,11.0433333333333,4.95483870967742,-0.22,-4.61290322580645],"frame":"1764","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1765","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.81290322580645,-4.78571428571429,0.409677419354839,5.05666666666667,8.49032258064516,17.82,16.2,16.3032258064516,9.90666666666667,6.35483870967742,2.76333333333333,-3.90322580645161],"frame":"1765","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1766","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.92258064516129,-5.83571428571429,0.938709677419355,7.38333333333333,10.5838709677419,16.9,18.9903225806452,15.8967741935484,11.58,5.63548387096774,3.30666666666667,-5.13225806451613],"frame":"1766","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1767","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-12.1677419354839,-7.16785714285714,-1.22903225806452,1.98666666666667,9.18387096774194,14.9566666666667,16.6935483870968,17.8645161290323,13.5766666666667,5.68064516129032,3.03666666666667,-4.06774193548387],"frame":"1767","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1768","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.43548387096774,-5.54137931034483,-4.91612903225806,3.56333333333333,9.13870967741935,13.9366666666667,17.941935483871,16.741935483871,9.47666666666667,4.00645161290323,0.903333333333333,1.1],"frame":"1768","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1769","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.26774193548387,-3.525,-0.296774193548387,4.56666666666667,8.95161290322581,15.3333333333333,16.1709677419355,14.5774193548387,10.4333333333333,2.20322580645161,-1.94666666666667,-4.01612903225806],"frame":"1769","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1770","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.81935483870968,-1.93928571428571,-8.21290322580645,3.32333333333333,9.53870967741936,15.03,16.3387096774194,17.1903225806452,12.8366666666667,8.78709677419355,-1.10333333333333,-2.93225806451613],"frame":"1770","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1771","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-8.50967741935484,-8.99285714285714,-6.96774193548387,2.19,10.5806451612903,17.1033333333333,17.0612903225806,13.9870967741935,10.6066666666667,6.04516129032258,-0.256666666666667,-1.11612903225806],"frame":"1771","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1772","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.25483870967742,-14.8758620689655,-6.0741935483871,2.40666666666667,6.98709677419355,14.96,17.7645161290323,15.641935483871,10.5933333333333,8.56451612903226,4.32333333333333,-0.519354838709677],"frame":"1772","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1773","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.92903225806452,-3.18214285714286,-0.141935483870968,6.1,12.1032258064516,15.13,18.3290322580645,16.1774193548387,11.8666666666667,7.26451612903226,2.67333333333333,-2.7],"frame":"1773","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1774","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-13.3645161290323,-4.71428571428571,-2.51612903225806,4.16666666666667,11.4258064516129,17.7833333333333,18.5741935483871,16.0161290322581,10.2,5.95161290322581,-6.36333333333333,-4.39354838709677],"frame":"1774","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1775","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.55161290322581,-2.06071428571429,0.967741935483871,4.83,10.3935483870968,17.35,19.5709677419355,18.9225806451613,14.9266666666667,8.66774193548387,-0.806666666666667,0.0516129032258064],"frame":"1775","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1776","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-8.47741935483871,-1.89655172413793,-0.509677419354839,3.66333333333333,8.37096774193548,16.74,20.0193548387097,16.9903225806452,11.1666666666667,7.04838709677419,2.40333333333333,-1.08064516129032],"frame":"1776","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1777","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.74516129032258,-5.88214285714286,-3.33225806451613,3.49666666666667,11.8838709677419,14.6933333333333,16.1483870967742,15.5096774193548,10.3,4.68709677419355,1.45666666666667,-2.20967741935484],"frame":"1777","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1778","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.56451612903226,-4.03214285714286,-2.28064516129032,5.04333333333333,11.4870967741935,15.3966666666667,18.1290322580645,15.3451612903226,10.5466666666667,0.516129032258065,0.173333333333333,-1.73548387096774],"frame":"1778","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1779","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.55161290322581,2.05,4.67096774193548,6.61,10.841935483871,13.8033333333333,16.6741935483871,18.5322580645161,12.71,9.31290322580645,0.663333333333333,-6.04516129032258],"frame":"1779","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1780","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-7.39677419354839,-5.6,1.78387096774194,-0.936666666666667,9.0258064516129,13.8333333333333,17.8741935483871,15.9645161290323,10.1033333333333,6.19032258064516,-2.31,-4.31935483870968],"frame":"1780","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1781","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.96451612903226,-4.77857142857143,0.703225806451613,5.05666666666667,8.4741935483871,17.4166666666667,19.0193548387097,19.3161290322581,14.3766666666667,4.84193548387097,1.60666666666667,-6.28709677419355],"frame":"1781","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1782","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.16451612903226,-5.48928571428571,-4.68064516129032,2.09,7.78387096774194,14.33,15.6193548387097,14.9935483870968,11.5233333333333,4.28064516129032,-1.14666666666667,-3.59354838709677],"frame":"1782","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1783","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-7.78387096774194,-3.16428571428571,-3.21612903225806,6.45666666666667,10.6677419354839,15.7466666666667,18.3258064516129,15.2903225806452,12.3533333333333,7.43548387096774,-1.05,-3.95806451612903],"frame":"1783","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1784","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-8.93225806451613,-5.43793103448276,-9.87741935483871,2.23,9.32258064516129,13.6533333333333,16.0903225806452,13.7677419354839,9.64333333333333,4.31290322580645,1.87,-7.00645161290323],"frame":"1784","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1785","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.49032258064516,-7.16071428571429,-5.24516129032258,3.2,7.3,14.2266666666667,16.8225806451613,14.4806451612903,8.70333333333333,4.91290322580645,1.25,-5.25806451612903],"frame":"1785","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1786","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-7.00645161290323,-4.86785714285714,-6.34193548387097,4.19666666666667,8.02258064516129,15.65,16.5193548387097,15.8064516129032,10.6933333333333,4.7,-5.11333333333333,-3.34838709677419],"frame":"1786","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1787","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.19354838709677,-1.83571428571429,0.767741935483871,3.8,9.77096774193548,14.7666666666667,16.0483870967742,13.7064516129032,9.95,7.61290322580645,-2.34333333333333,-6.72258064516129],"frame":"1787","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1788","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.30967741935484,-9.15172413793104,-6.90322580645161,4.75,9.6,16.2133333333333,18.8129032258065,14.8161290322581,12.3666666666667,2.92258064516129,0.326666666666667,-11.5451612903226],"frame":"1788","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1789","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-9.90322580645161,-5.45,-9.87741935483871,1.83666666666667,10.7612903225806,16.97,19.8967741935484,18.4838709677419,13.1733333333333,8.66774193548387,1.81666666666667,2.16451612903226],"frame":"1789","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1790","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.4258064516129,0.442857142857143,3.25161290322581,1.03,11.058064516129,14.6333333333333,15.5483870967742,13.8354838709677,10.42,4.63225806451613,-0.51,-3.10645161290323],"frame":"1790","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1791","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.629032258064516,-0.953571428571429,1.98064516129032,5.45333333333333,8.10322580645161,13.9633333333333,17.9193548387097,15.8064516129032,9.88,4.50322580645161,0.836666666666667,-3.66774193548387],"frame":"1791","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1792","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.49032258064516,-6.53448275862069,-3.15483870967742,6.39,10.5451612903226,15.9166666666667,19.6064516129032,15.4870967741935,12.0166666666667,4.71290322580645,2.77333333333333,-2.52258064516129],"frame":"1792","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1793","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.26129032258065,-1.72142857142857,-0.0129032258064516,4.32,10.6032258064516,14.5433333333333,18.1129032258065,15.6967741935484,10.71,7.3,0.363333333333333,-4.46774193548387],"frame":"1793","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1794","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.506451612903226,-2.37142857142857,3.31290322580645,6.73333333333333,11.3161290322581,16.43,17.4290322580645,14.4096774193548,10.9666666666667,7.98064516129032,1.88333333333333,-1.72258064516129],"frame":"1794","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1795","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-7.94838709677419,-8.09642857142857,-6.63870967741935,5.47333333333333,8.28709677419355,14.6433333333333,16.458064516129,15.5741935483871,12.7766666666667,7.15483870967742,0.07,-4.90967741935484],"frame":"1795","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1796","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[1.7258064516129,-1.7448275862069,-1.66129032258065,5.32666666666667,9.59032258064516,15.9066666666667,16.8,16.3645161290323,10.6966666666667,6.82903225806452,0.123333333333333,-6.09032258064516],"frame":"1796","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1797","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.83548387096774,2.63571428571429,1.36129032258065,3.86333333333333,9.4,14.9433333333333,17.6645161290323,15.4483870967742,13.4533333333333,5.94193548387097,-0.2,-1.5741935483871],"frame":"1797","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1798","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.7741935483871,-2.30357142857143,-1.4,5.34,13.6258064516129,16.94,19.1483870967742,17.3258064516129,11.1933333333333,7.80645161290323,0.723333333333333,-4.2741935483871],"frame":"1798","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1799","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.4741935483871,-12.0892857142857,-4.19677419354839,2.42666666666667,6.59677419354839,14.68,16.6451612903226,14.1935483870968,10.0533333333333,5.97096774193548,4.05333333333333,-6.07096774193548],"frame":"1799","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1800","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.99677419354839,-6.53928571428571,-6.27741935483871,5.4,10.1967741935484,11.8133333333333,15.7774193548387,15.3935483870968,9.97,7.20322580645161,2.66333333333333,0.219354838709677],"frame":"1800","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1801","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.47096774193548,-3.88214285714286,0.783870967741936,6.39666666666667,14.2903225806452,14.85,18.8354838709677,13.8451612903226,10.7833333333333,6.16774193548387,1.38666666666667,-4.3258064516129],"frame":"1801","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1802","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-7.69677419354839,-1.69285714285714,2.19354838709677,5.74333333333333,7.64838709677419,13.7766666666667,15.8806451612903,16.2806451612903,9.55333333333333,7.35806451612903,-0.553333333333333,-2.78387096774194],"frame":"1802","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1803","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-8.96129032258064,-5.175,-0.816129032258065,8.42333333333333,11.0741935483871,14.3033333333333,17.841935483871,16.4677419354839,9.83333333333333,4.94193548387097,-0.843333333333333,-7.57741935483871],"frame":"1803","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1804","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.35483870967742,-7.62068965517241,-4.69677419354839,2.54333333333333,11.1483870967742,15.3033333333333,18.9709677419355,15.7806451612903,12.8533333333333,7.89354838709677,-1.9,-9.23870967741935],"frame":"1804","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1805","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.37741935483871,-8,-1.99677419354839,2.28666666666667,7.66129032258065,11.7866666666667,17.3806451612903,15.2935483870968,11.5633333333333,1.49677419354839,-0.716666666666667,-4.65483870967742],"frame":"1805","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1806","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.55806451612903,-5.8,-5.02903225806452,0.61,9.51290322580645,12.2066666666667,15.2645161290323,16.3870967741935,12.8533333333333,5,0.996666666666667,0.190322580645161],"frame":"1806","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1807","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.39677419354839,-2.66428571428571,-2.51935483870968,0.483333333333333,8.32258064516129,14.2933333333333,18.3064516129032,19.0709677419355,8.99,3.35161290322581,0.0833333333333333,-2.40322580645161],"frame":"1807","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1808","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.35806451612903,-7.48620689655172,-4.24838709677419,0.61,11.0290322580645,15.6166666666667,17.558064516129,15.641935483871,11.7733333333333,7.62903225806452,0.68,-7.31935483870968],"frame":"1808","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1809","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-12.741935483871,-8.70357142857143,-4.47741935483871,-0.263333333333333,11.0354838709677,14.06,17.7677419354839,17.5838709677419,11.42,5.58709677419355,-1.87333333333333,1.37741935483871],"frame":"1809","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1810","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.02903225806452,-4.33571428571429,-5.62903225806452,-0.413333333333333,6.49354838709677,13.0333333333333,16.2935483870968,16.0032258064516,11.65,4.77741935483871,-1.27,-4.36451612903226],"frame":"1810","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1811","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.86129032258065,-4.13214285714286,2.23870967741935,2.6,11.8870967741935,16.5233333333333,18.6612903225806,15.7354838709677,10.39,4.3741935483871,1.39333333333333,-1.72258064516129],"frame":"1811","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1812","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.61290322580645,-2.26896551724138,-5.08064516129032,-1.09333333333333,6.83225806451613,13.8433333333333,14.1032258064516,15.1290322580645,8.49666666666667,8.05806451612903,-0.813333333333333,-5.81290322580645],"frame":"1812","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1813","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.2741935483871,-0.135714285714286,0.625806451612903,4.54666666666667,8.01935483870968,12.9166666666667,17.9032258064516,14.9258064516129,12.2966666666667,2.66129032258065,2.80333333333333,-2.74838709677419],"frame":"1813","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1814","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-14.9354838709677,-8.24642857142857,-2.27741935483871,5.25333333333333,7.24838709677419,13.3333333333333,19.2,16.0064516129032,10.4966666666667,5.46774193548387,2.34,-3.04516129032258],"frame":"1814","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1815","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.23870967741935,-2.75714285714286,-0.412903225806452,5.08666666666667,9.4,12.6433333333333,14.9612903225806,16.8322580645161,10.6333333333333,5.93548387096774,1.71666666666667,-4.09032258064516],"frame":"1815","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1816","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.77741935483871,-8.67931034482759,-3.41612903225806,3.09,6.16451612903226,14.5266666666667,17.3935483870968,13.8193548387097,10.7033333333333,4.53870967741936,-0.513333333333333,-2.3258064516129],"frame":"1816","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1817","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.396774193548387,-0.710714285714286,-2.81935483870968,2.96,10.6967741935484,13.7533333333333,17.3806451612903,14.4870967741935,11.55,3.36774193548387,0.673333333333333,-9.21935483870968],"frame":"1817","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1818","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.83870967741935,-3.58214285714286,-0.00645161290322576,0.906666666666667,8.98064516129032,14.2466666666667,20.1064516129032,13.4129032258065,10.93,7.45806451612903,3.12666666666667,1.60322580645161],"frame":"1818","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1819","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.803225806451613,-2.22857142857143,-0.206451612903226,3.65666666666667,10.0129032258065,16.2933333333333,19.0677419354839,18.3870967741935,13.1433333333333,4.13548387096774,-2.74666666666667,-7.09354838709677],"frame":"1819","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1820","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-10.958064516129,-4.90344827586207,-2.86451612903226,4.08666666666667,10.2935483870968,13.9,16.2903225806452,15.3225806451613,11.04,5.20322580645161,-0.893333333333333,-6.33870967741935],"frame":"1820","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1821","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.80967741935484,-3.90714285714286,-4.08709677419355,5.32333333333333,9.32258064516129,10.97,13.6322580645161,13.1451612903226,11.19,8.81290322580645,1.65,0.758064516129032],"frame":"1821","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1822","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.06129032258065,1.97142857142857,3.94193548387097,5.87,11.1645161290323,14.0733333333333,15.0161290322581,15.5838709677419,10.5966666666667,7.11612903225806,4.33,-1.64516129032258],"frame":"1822","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1823","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-8.81612903225806,-5.94642857142857,-0.161290322580645,1.98666666666667,7.87741935483871,14.9966666666667,16.4612903225806,16.4806451612903,11.15,8.75483870967742,1.67666666666667,-0.506451612903226],"frame":"1823","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1824","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.0161290322580645,-0.413793103448276,-1.22903225806452,5.28,8.67741935483871,13.6966666666667,15.9967741935484,14.8129032258065,13.6566666666667,4.49677419354839,0.503333333333333,-2.25161290322581],"frame":"1824","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1825","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.761290322580645,-2.61785714285714,-0.480645161290323,3.82333333333333,9.46129032258064,14.58,15.7677419354839,15.3064516129032,10.7066666666667,7.21290322580645,1.93,-1.98387096774194],"frame":"1825","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1826","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.93225806451613,0.521428571428571,1.36451612903226,3.83333333333333,11.6870967741935,16.3133333333333,20.2677419354839,17.8548387096774,11.28,7.51935483870968,0.846666666666667,-1.36774193548387],"frame":"1826","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1827","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.00322580645161,-6.70357142857143,-2.26774193548387,6.18,11.7451612903226,17.0266666666667,15.9645161290323,14.9548387096774,12.96,6.0258064516129,-0.78,2.30322580645161],"frame":"1827","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1828","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.69354838709677,-6.05172413793103,-1.18709677419355,3.68,10.358064516129,16.4133333333333,18.3387096774194,16.0290322580645,10.2,6.30322580645161,1.46333333333333,-5.25483870967742],"frame":"1828","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1829","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.80645161290323,-10.9142857142857,-5.84838709677419,-0.13,9.0741935483871,16.7233333333333,17.5322580645161,14.2225806451613,10.89,3.3258064516129,-4.03666666666667,-6.73870967741935],"frame":"1829","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1830","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.74193548387097,-7.10357142857143,1.36774193548387,5.06333333333333,8.21935483870968,14.55,18.3903225806452,15.1258064516129,10.9433333333333,5.77741935483871,2.29666666666667,-5.67096774193548],"frame":"1830","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1831","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-9.73225806451613,-4.725,-4.87096774193548,5.37,9.77741935483871,14.6633333333333,19.2258064516129,15.8645161290323,8.75666666666667,7.13225806451613,-0.933333333333333,-1.38387096774194],"frame":"1831","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1832","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.12903225806452,-0.862068965517241,0.867741935483871,5.16666666666667,6.94516129032258,13.4733333333333,13.0612903225806,14.2032258064516,9.27666666666667,7.01935483870968,0.343333333333333,-0.603225806451613],"frame":"1832","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1833","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.50967741935484,-2.2,-2.98387096774194,1.33,11.7,14.7366666666667,15.6096774193548,12.3870967741935,12.16,8.76774193548387,2.36,-2.02903225806452],"frame":"1833","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1834","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.53548387096774,-0.125,0.732258064516129,3.72,9.1,13.5933333333333,19.3096774193548,19.0387096774194,11.1133333333333,6.20645161290323,0.3,-1.73225806451613],"frame":"1834","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1835","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.28064516129032,-0.775,0.00967741935483872,3.11333333333333,5.71290322580645,15.43,17.8322580645161,14.8677419354839,12.9966666666667,6.86129032258065,-1.49666666666667,-4.88064516129032],"frame":"1835","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1836","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.68709677419355,-3.63448275862069,1.45483870967742,4.03333333333333,7.85161290322581,13.8066666666667,14.8903225806452,13.2516129032258,8.25333333333333,5.96774193548387,-1.08666666666667,-4.19354838709677],"frame":"1836","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1837","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.94193548387097,-1.71785714285714,-4.50322580645161,0.69,7.70322580645161,12.7966666666667,14.1967741935484,15.0612903225806,9.92,6.19677419354839,1.82333333333333,-3.04516129032258],"frame":"1837","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1838","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-9.06129032258064,-13.35,-5.20645161290323,-0.76,7.86129032258065,14.0466666666667,16.0193548387097,13.7903225806452,12.9633333333333,4.57741935483871,-1.41333333333333,-1.81612903225806],"frame":"1838","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1839","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.97096774193548,-3.94642857142857,-6.89032258064516,0.22,11.0451612903226,14.1233333333333,17.8451612903226,14.8870967741935,11.78,6.94838709677419,0.313333333333333,-4.15161290322581],"frame":"1839","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1840","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.18387096774194,-3.25172413793103,-1.53225806451613,5.83666666666667,6.65161290322581,14.38,14.5548387096774,15.3838709677419,11.6533333333333,3.88709677419355,0.553333333333333,-5.53548387096774],"frame":"1840","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1841","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-7.71612903225806,-6.81071428571429,-0.725806451612903,4.33666666666667,12.2774193548387,13.87,14.0774193548387,15.6612903225806,10.3733333333333,4.76774193548387,-1.15333333333333,1.19677419354839],"frame":"1841","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1842","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.28064516129032,-0.117857142857143,0.00322580645161292,3.88666666666667,12.0129032258065,13.8933333333333,14.3032258064516,18.8935483870968,10.19,4.79032258064516,-2.01333333333333,1.54193548387097],"frame":"1842","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1843","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.18387096774194,-4.825,-2.28064516129032,1.36666666666667,6.73870967741935,12.98,16.7967741935484,18.2258064516129,11.2733333333333,3.10322580645161,1.56666666666667,0.603225806451613],"frame":"1843","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1844","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.84516129032258,-11.5241379310345,-4.76451612903226,5.18333333333333,10.7322580645161,12.47,13.6483870967742,14.6935483870968,11.2233333333333,5.52903225806452,-1.15,-5.15483870967742],"frame":"1844","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1845","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.11935483870968,-9.80714285714286,-5.73225806451613,3.36,7.34516129032258,15.3633333333333,17.4161290322581,15.5516129032258,10.6733333333333,3.92903225806452,2.29666666666667,-2.94193548387097],"frame":"1845","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1846","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.83225806451613,-5.52857142857143,1.67741935483871,2.96,7.85161290322581,14.7433333333333,18.2096774193548,20.3612903225806,12.4266666666667,10.0806451612903,2.11,-7.08064516129032],"frame":"1846","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1847","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.10322580645161,-6.32857142857143,-1.16774193548387,0.246666666666667,7.60967741935484,14.6733333333333,15.941935483871,17.4354838709677,10.9433333333333,4.75161290322581,4.85333333333333,-0.248387096774194],"frame":"1847","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1848","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.73870967741935,-2.47586206896552,0.203225806451613,4.08333333333333,11.1032258064516,15.49,15.5838709677419,14.1935483870968,10.99,5.46774193548387,-2.45,-2.44193548387097],"frame":"1848","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1849","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.75483870967742,-2.14642857142857,-1.29354838709677,2.22,10.5193548387097,12.6033333333333,15.6129032258065,15.1645161290323,10.7333333333333,4.37096774193548,0.323333333333333,-3.58709677419355],"frame":"1849","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1850","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-9.89677419354839,-1.86071428571429,-3.9741935483871,3.16,10.3032258064516,15.46,17.1967741935484,16.6903225806452,9.88333333333333,4.23225806451613,-1.35666666666667,-0.8],"frame":"1850","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1851","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.26774193548387,-2.55,-3.68064516129032,3.83666666666667,7.37741935483871,13.3,15.4548387096774,14.1870967741935,10.74,7.3741935483871,0.87,-0.383870967741935],"frame":"1851","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1852","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.25483870967742,-4.7,-0.851612903225807,0.713333333333333,11.558064516129,15.5133333333333,19.0225806451613,17.3032258064516,11.61,1.78064516129032,-1.66333333333333,-1.07096774193548],"frame":"1852","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1853","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.361290322580645,-7.96071428571429,-7.70967741935484,0.206666666666667,10.1354838709677,16.3933333333333,17.6193548387097,14.4258064516129,11.4133333333333,6.11935483870968,1.23333333333333,-3.17741935483871],"frame":"1853","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1854","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.94193548387097,-4.39285714285714,0.838709677419355,5.04,10.6516129032258,14.53,18.3806451612903,17.6225806451613,11.0533333333333,5.90645161290323,-1.40333333333333,-3.90645161290323],"frame":"1854","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1855","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.49354838709677,-11.7178571428571,-4.22258064516129,2.54333333333333,7.67741935483871,15.4466666666667,20.3967741935484,14.8806451612903,10.0266666666667,5.96774193548387,0.103333333333333,-6.95483870967742],"frame":"1855","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1856","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.23870967741935,-7.23448275862069,-2.30645161290323,3.61333333333333,6.24838709677419,13.4066666666667,15.4290322580645,12.0129032258065,9.88666666666667,6.54838709677419,-4.4,-4.06774193548387],"frame":"1856","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1857","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-7.27741935483871,-1.63928571428571,-1.48709677419355,1.16,7.62903225806452,13.0233333333333,16.0225806451613,18.2387096774194,11.6366666666667,7.72903225806452,0.906666666666667,1.20645161290323],"frame":"1857","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1858","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.88387096774194,-4.75714285714286,-0.858064516129032,2.94333333333333,9.15806451612903,16.4933333333333,18.8,18.4741935483871,13.7866666666667,4.9741935483871,-3.82666666666667,-2.28709677419355],"frame":"1858","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1859","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.748387096774194,-0.778571428571428,0.190322580645161,1.77,10.958064516129,16.7766666666667,17.0258064516129,16.9709677419355,11.1166666666667,4.00967741935484,0.63,-5.08064516129032],"frame":"1859","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1860","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.91612903225806,-6.78620689655172,-2.95161290322581,3.31,7.36774193548387,15.1,16.7064516129032,15.0967741935484,11.05,4.50967741935484,0.41,-6.64516129032258],"frame":"1860","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1861","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-9.52903225806452,-2.11071428571429,-0.0612903225806452,2.50333333333333,6.25806451612903,17.09,18.5258064516129,15.0129032258065,9.18333333333333,7.10322580645161,-0.596666666666667,-1],"frame":"1861","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1862","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-7.9741935483871,-7.77142857142857,-5.28387096774194,3.19666666666667,11.1645161290323,13.11,13.6193548387097,13.6709677419355,10.5066666666667,6.40322580645161,1.99666666666667,-2.89354838709677],"frame":"1862","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1863","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.125806451612903,-0.0107142857142857,-0.370967741935484,4.74,8.73548387096774,16,15.0935483870968,15.7548387096774,11.8133333333333,7.65806451612903,2.40333333333333,-1.79354838709677],"frame":"1863","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1864","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.3741935483871,-2.47241379310345,-2.34193548387097,2.81333333333333,5.75161290322581,15.65,16.9161290322581,11.7612903225806,10.78,2.47096774193548,-2.45333333333333,-1.64193548387097],"frame":"1864","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1865","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.85483870967742,-10.3357142857143,-4.88387096774194,4.61666666666667,12.0161290322581,11.5266666666667,19.0838709677419,13.5096774193548,11.7,3.32903225806452,2.54333333333333,-0.638709677419355],"frame":"1865","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1866","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.3,-4.59285714285714,-7.46451612903226,3.80333333333333,6.91290322580645,15.0833333333333,14.2322580645161,14.4677419354839,12.8,4.98387096774194,-2.63,-3.66451612903226],"frame":"1866","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1867","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-10.8709677419355,-3.26785714285714,-5.58387096774194,-0.12,3.38709677419355,11.5533333333333,14.2193548387097,14.4903225806452,9.77333333333333,6.4,-1.09333333333333,-8.84838709677419],"frame":"1867","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1868","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.93870967741935,-2.49310344827586,-0.37741935483871,3.29333333333333,10.8935483870968,15.2266666666667,18.1548387096774,18.2451612903226,10.4233333333333,5.57096774193548,-0.563333333333333,-2],"frame":"1868","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1869","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.04516129032258,-1.39285714285714,-3.01935483870968,5.54,7.12903225806452,11.7766666666667,15.4645161290323,13.6677419354839,10.66,4.52258064516129,-1.65666666666667,-2.0258064516129],"frame":"1869","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1870","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.99354838709677,-9.00714285714286,-2.40322580645161,5.42,8.99354838709677,13.7833333333333,16.4032258064516,14.058064516129,10.4,3.67741935483871,1.09333333333333,-9.09354838709677],"frame":"1870","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1871","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.41935483870968,-13.7357142857143,1.57096774193548,0.3,6.3741935483871,10.3733333333333,16.3870967741935,15.1516129032258,8.06666666666667,4.58387096774194,-2.92,-3.93870967741936],"frame":"1871","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1872","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.416129032258065,-2.17586206896552,-1.18387096774194,3.87666666666667,10.0225806451613,14.6466666666667,17.8903225806452,14.0129032258065,10.3766666666667,8.24516129032258,2.99666666666667,-2.95806451612903],"frame":"1872","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1873","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[1.28064516129032,-3.07857142857143,-1.2258064516129,2.33666666666667,6.49354838709677,14.92,17.958064516129,15.041935483871,11.2866666666667,5.23225806451613,1.27,-1.33225806451613],"frame":"1873","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1874","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[1.00322580645161,-1.62142857142857,-1.16774193548387,3.65333333333333,6.34193548387097,14.3066666666667,16.6322580645161,13.2096774193548,11.0133333333333,8.08387096774194,0.136666666666667,-6.65806451612903],"frame":"1874","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1875","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-11.0225806451613,-7.05,-3.8741935483871,1.02333333333333,10.2354838709677,14.9633333333333,16.4645161290323,15.2774193548387,10.3333333333333,3.09677419354839,-2.85,-5.70322580645161],"frame":"1875","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1876","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.50322580645161,-4.96206896551724,-2.64838709677419,3.03666666666667,5.94516129032258,16.5766666666667,16.8870967741935,15.3516129032258,10.0666666666667,5,-2.87666666666667,-8.54516129032258],"frame":"1876","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1877","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.13548387096774,-7.53928571428571,-5.8741935483871,-1.11333333333333,5.45483870967742,14.5166666666667,15.8516129032258,13.241935483871,7.1,4.07096774193548,4.44333333333333,-0.316129032258065],"frame":"1877","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1878","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.64193548387097,-1.26071428571429,-1.51290322580645,4.66666666666667,8.88387096774194,13.53,14.2483870967742,15.2516129032258,11.9466666666667,7.55483870967742,0.553333333333333,-4.96451612903226],"frame":"1878","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1879","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.13225806451613,-7.43214285714286,-4.10322580645161,0.896666666666667,9.00322580645161,14.1333333333333,15.4354838709677,15.9354838709677,12.1566666666667,5.07741935483871,-2.30333333333333,-5.02258064516129],"frame":"1879","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1880","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.55483870967742,-1.24137931034483,-0.145161290322581,4.28,8.97096774193548,14.2166666666667,16.4451612903226,17.4935483870968,12.4966666666667,-1.51935483870968,-1.59333333333333,-6.10322580645161],"frame":"1880","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1881","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-8.83225806451613,-9.73571428571429,-7.75161290322581,-0.433333333333333,7.99354838709677,13.04,15.4935483870968,13.3354838709677,10.21,3.13870967741935,1.23333333333333,-0.258064516129032],"frame":"1881","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1882","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.474193548387097,-1.86785714285714,0.932258064516129,3.14,9.66129032258065,13.8033333333333,16.6709677419355,16.5870967741935,11.8433333333333,5.53870967741936,-2.11666666666667,-5.92258064516129],"frame":"1882","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1883","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.75483870967742,-2.74285714285714,-5.64516129032258,2.18666666666667,9.3741935483871,14.6833333333333,16.0258064516129,14.2,10.52,5.11935483870968,3.19,-2.35483870967742],"frame":"1883","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1884","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.75806451612903,-2.39310344827586,-0.0225806451612904,2.20666666666667,7.53548387096774,11.8266666666667,16.1064516129032,13.5516129032258,12.85,5.95161290322581,-2.46,-4.01935483870968],"frame":"1884","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1885","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.86774193548387,-2.01071428571429,-1.6,3.59333333333333,6.72258064516129,12.8266666666667,15.6774193548387,12.2,8.81333333333333,3.51935483870968,-0.586666666666667,-2.69032258064516],"frame":"1885","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1886","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.51935483870968,-4.44285714285714,-3.45161290322581,4.53,9.41612903225806,13.9433333333333,16.1612903225806,15.3483870967742,11.2866666666667,4.9258064516129,3.63,-3.90322580645161],"frame":"1886","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1887","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.45483870967742,-0.539285714285714,-0.383870967741935,4.05666666666667,9.66774193548387,13.6566666666667,16.7967741935484,14.4354838709677,11.1633333333333,2.62258064516129,-1.11,-4.18064516129032],"frame":"1887","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1888","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.84193548387097,-10.9758620689655,-11.1322580645161,-0.786666666666667,7.65806451612903,12.6166666666667,14.5096774193548,13.5806451612903,10.04,3.04193548387097,-1.58,0.141935483870968],"frame":"1888","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1889","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.06451612903226,-7.71428571428571,-4.8,2.3,11.9870967741935,17.2133333333333,15.1129032258065,14.4903225806452,8.89333333333333,7.30967741935484,1.6,-2.45161290322581],"frame":"1889","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1890","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.103225806451613,-2.06071428571429,0.17741935483871,4.13,11.7548387096774,13.59,14.6354838709677,14.7290322580645,11.6633333333333,4.06451612903226,0.773333333333333,-4.70967741935484],"frame":"1890","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1891","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.21290322580645,-0.703571428571429,-4.04838709677419,2.43,9.10967741935484,12.7,17.5870967741935,13.8161290322581,10.84,7.67096774193548,-0.04,-1.1741935483871],"frame":"1891","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1892","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-7.21935483870968,-6.68620689655172,-2.43225806451613,3.27,8.36129032258065,12.7833333333333,14.8709677419355,14.5064516129032,11.4033333333333,4.74193548387097,1.87,-5.45806451612903],"frame":"1892","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1893","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-8.83548387096774,-11.9071428571429,-0.954838709677419,3.82333333333333,7.94193548387097,14.0966666666667,16.7838709677419,14.9451612903226,9.13,6.3258064516129,-1.09666666666667,-1.04838709677419],"frame":"1893","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1894","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.01290322580645,-1.56428571428571,2.46129032258065,6.08666666666667,9.32903225806452,13.6266666666667,17.0741935483871,14.6935483870968,8.17,2.53870967741935,3.11,-1.2],"frame":"1894","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1895","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-7.47741935483871,-9.46071428571429,-3.86129032258065,4.17,12.1645161290323,15.24,14.7741935483871,14.9516129032258,10.5933333333333,4.53870967741936,0.823333333333333,-2.72903225806452],"frame":"1895","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1896","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.33870967741935,-1.11379310344828,-0.37741935483871,3.38,8.46774193548387,17.2,18.1677419354839,13.9774193548387,10.67,6.44838709677419,-1.30333333333333,-2.61935483870968],"frame":"1896","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1897","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.87741935483871,-5.64285714285714,-2.18387096774194,4.13666666666667,10.7516129032258,15.7366666666667,17.7161290322581,17,10.44,5.12258064516129,0.00333333333333341,-0.764516129032258],"frame":"1897","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1898","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.0967741935483871,-2.54642857142857,-2.15806451612903,1.17666666666667,9.00645161290323,13.7933333333333,14.2258064516129,14.3483870967742,10.2133333333333,4.68064516129032,1.62666666666667,-1.53870967741935],"frame":"1898","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1899","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.37096774193548,-3.45714285714286,-4.32258064516129,2.85,7.42258064516129,11.42,19.2290322580645,13.4903225806452,10.4266666666667,5.22258064516129,2.92,-4.39354838709677],"frame":"1899","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1900","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.25806451612903,-9.41071428571429,-3.7,2.31666666666667,7.40967741935484,15.0533333333333,16.2935483870968,16.0032258064516,10.36,6.13225806451613,1.25666666666667,-2.58064516129032],"frame":"1900","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1901","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.93548387096774,-8.17142857142857,-2.98387096774194,3.76,10.7258064516129,15.8266666666667,21.1935483870968,17.4129032258065,12.0966666666667,9.30322580645161,-3.06,-4.98064516129032],"frame":"1901","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1902","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.59032258064516,-5.91428571428571,-3.41290322580645,-0.143333333333333,6.19677419354839,11.9666666666667,13.2967741935484,12.6387096774194,8.66666666666667,3.20967741935484,-0.206666666666667,-7.18064516129032],"frame":"1902","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1903","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.17741935483871,0.142857142857143,3.29032258064516,2.36333333333333,9.2741935483871,13.2066666666667,15.6903225806452,13.741935483871,11.19,3.69677419354839,-1.19,-1.49354838709677],"frame":"1903","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1904","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.10322580645161,-5.75862068965517,-3.07741935483871,3.58333333333333,7.46774193548387,12.63,15.6548387096774,13.9483870967742,10.38,5.60967741935484,-2,-3.49354838709677],"frame":"1904","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1905","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.24838709677419,-2.35357142857143,-0.106451612903226,1.67333333333333,10.3258064516129,16.5333333333333,16.4,13.8741935483871,10.16,2.66774193548387,0.87,-0.883870967741936],"frame":"1905","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1906","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.68064516129032,-2.01071428571429,-2.70967741935484,4.75,11.0677419354839,14.1666666666667,16.6193548387097,14.4322580645161,9.94666666666667,5.62258064516129,2.93333333333333,-3.86129032258065],"frame":"1906","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1907","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.17096774193548,-3.59642857142857,-0.435483870967742,2.54666666666667,7.27096774193548,13.36,14.7709677419355,12.4161290322581,9.92,9.51935483870968,1.90666666666667,-5.09032258064516],"frame":"1907","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1908","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.29032258064516,-2.68965517241379,-3.55806451612903,2.67333333333333,8.72258064516129,13.7933333333333,16.2354838709677,15.0870967741935,9.91666666666667,6.86451612903226,-2.20666666666667,-1.43548387096774],"frame":"1908","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1909","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.93870967741935,-6.43571428571429,-2.74193548387097,0.86,5.45806451612903,13.71,15.3774193548387,15.0387096774194,10.2566666666667,9.25483870967742,-3.87,-2.54838709677419],"frame":"1909","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1910","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.12258064516129,-0.735714285714286,1.36774193548387,5.05,10.3064516129032,15.18,14.8548387096774,13.7322580645161,11.0766666666667,5.44516129032258,-0.0666666666666667,-0.864516129032258],"frame":"1910","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1911","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.50645161290323,-2.46071428571429,-0.203225806451613,4.01666666666667,10.858064516129,13.42,15.8838709677419,17.4548387096774,11.4766666666667,4.02903225806452,1.89333333333333,0.254838709677419],"frame":"1911","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1912","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-7.35806451612903,-5.33793103448276,1.38387096774194,3.04333333333333,7.61612903225806,14.34,18.6032258064516,15.5516129032258,8.19,3.69677419354839,0.206666666666667,0.932258064516129],"frame":"1912","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1913","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.09354838709677,-0.885714285714286,1.55483870967742,5.12,10.2032258064516,13.7933333333333,16.4290322580645,14.858064516129,10.8866666666667,5.95806451612903,3.49,-3.8741935483871],"frame":"1913","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1914","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.15806451612903,1.21428571428571,-1.21612903225806,6.66333333333333,9.39677419354839,14.8333333333333,21.3741935483871,15.6258064516129,11.1666666666667,4.81612903225806,0.07,1.78064516129032],"frame":"1914","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1915","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.76451612903226,-2.78928571428571,-4.24193548387097,3.93,7.85806451612903,12.74,16.0032258064516,14.3129032258065,8.91666666666667,2.62903225806452,-0.87,-9.53548387096774],"frame":"1915","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1916","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.84516129032258,-3.06896551724138,-3.5,4.85666666666667,8.21935483870968,12.0966666666667,16.8677419354839,12.7806451612903,8.98666666666667,4.23870967741935,3.85,-1.73225806451613],"frame":"1916","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1917","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-9.93870967741936,-6.43928571428571,-6.80322580645161,0.826666666666667,9.54193548387097,18.37,15.7677419354839,16.9870967741935,11.6,6.41935483870968,1.61,-3.57741935483871],"frame":"1917","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1918","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-7.21612903225806,-2.62857142857143,-0.387096774193548,3.61666666666667,10.1838709677419,12.51,17.2225806451613,14.6483870967742,9.96,7.28387096774194,2.09333333333333,-2.94516129032258],"frame":"1918","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1919","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.35806451612903,-6.48571428571429,-2.84516129032258,2.89333333333333,10.4645161290323,13.5133333333333,18.0322580645161,13.3677419354839,11.84,4.55483870967742,-3.43666666666667,-4.92903225806452],"frame":"1919","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1920","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.91935483870968,0.0965517241379311,3.21612903225806,5.34666666666667,10.8741935483871,13.73,16.8967741935484,14.558064516129,11.36,4.66774193548387,2.07333333333333,-2.5741935483871],"frame":"1920","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1921","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.94516129032258,-2.91071428571429,3.42258064516129,6.82333333333333,12.9258064516129,13.5533333333333,15.1,15.0354838709677,10.2233333333333,6.23870967741936,-2.20333333333333,-2.02903225806452],"frame":"1921","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1922","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.78387096774194,-4.88214285714286,-1.79354838709677,1.83666666666667,10.4064516129032,14.1933333333333,15.8322580645161,13.9354838709677,9.83666666666667,3.44516129032258,-0.39,-1.66129032258065],"frame":"1922","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1923","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.45161290322581,-7.11071428571429,-0.767741935483871,2.07666666666667,8.00645161290323,10.2166666666667,17.3225806451613,13.4967741935484,10.2933333333333,6.18064516129032,-0.81,-5.08387096774194],"frame":"1923","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1924","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.81935483870968,-7.60344827586207,-4.66451612903226,1.03666666666667,9.26129032258065,12.9233333333333,16.9032258064516,16.0709677419355,12.5466666666667,7.2258064516129,1.95666666666667,2.09032258064516],"frame":"1924","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1925","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.12258064516129,-0.192857142857143,-3.29032258064516,5.42,10.4322580645161,14.4466666666667,19.4516129032258,15.4548387096774,10.06,3.06451612903226,-3.13333333333333,-6.24838709677419],"frame":"1925","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1926","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.07741935483871,-6.35357142857143,-0.264516129032258,3.66333333333333,8.05483870967742,13.8833333333333,18.5096774193548,15.7870967741935,10.7366666666667,2.60645161290323,2.38666666666667,-4.56774193548387],"frame":"1926","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1927","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.3258064516129,-2.38214285714286,1.31612903225806,2.85666666666667,6.11290322580645,12.8633333333333,19.2548387096774,16.6548387096774,10.5633333333333,4.4258064516129,-1.54333333333333,-7.0741935483871],"frame":"1927","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1928","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.98387096774194,-3.44827586206897,-2.71612903225806,3.78333333333333,8.16129032258065,10.7466666666667,14.5064516129032,13.6612903225806,10.17,5.66774193548387,2.04666666666667,-1.77096774193548],"frame":"1928","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1929","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.14193548387097,-10.3428571428571,0.403225806451613,0.783333333333333,9.94516129032258,12.8166666666667,15.4838709677419,14.1870967741935,11.0633333333333,6.60645161290323,3.30333333333333,2.53870967741935],"frame":"1929","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1930","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[1.51290322580645,-2.73571428571429,0.761290322580645,5.08,11.1129032258065,15.7566666666667,17.7322580645161,15.9290322580645,9.25333333333333,6.81290322580645,1.24333333333333,0.1],"frame":"1930","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1931","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.59032258064516,-4.30357142857143,-5.26451612903226,1.91666666666667,10.5354838709677,12.43,17.0129032258065,14.6677419354839,7.81333333333333,4.41612903225806,3.7,-2.95806451612903],"frame":"1931","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1932","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.641935483870968,-2.73448275862069,-2.45483870967742,3.49,9.25806451612903,12.1466666666667,18.4903225806452,15.8645161290323,10.9166666666667,4.08387096774194,1.66666666666667,1.85161290322581],"frame":"1932","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1933","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.36129032258065,-4.38214285714286,0.429032258064516,3.64,8.36451612903226,15.4366666666667,18.6064516129032,15.4612903225806,11.1266666666667,6.72258064516129,-0.226666666666667,-4.73225806451613],"frame":"1933","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1934","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.00645161290322581,-0.3,0.229032258064516,5.12333333333333,11.841935483871,14.5933333333333,16.2516129032258,16.5387096774194,14.1233333333333,7.42903225806452,2.31666666666667,2.03548387096774],"frame":"1934","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1935","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.50645161290323,-1.98571428571429,-0.729032258064516,4.53666666666667,7.67741935483871,15.77,16.841935483871,15.1064516129032,10.6766666666667,6.39677419354839,3.91333333333333,-1.15483870967742],"frame":"1935","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1936","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.58387096774194,-6.12758620689655,0.203225806451613,3.12666666666667,10.0129032258065,18.1766666666667,18.5225806451613,15.8677419354839,9.91333333333333,3.70967741935484,2.53666666666667,2.18064516129032],"frame":"1936","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1937","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.4741935483871,-4.60357142857143,-2.65483870967742,5.39666666666667,13.0967741935484,15.8233333333333,18.7290322580645,18.1161290322581,12.1766666666667,8.09677419354839,1.75666666666667,-5.09677419354839],"frame":"1937","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1938","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.44838709677419,0.342857142857143,3.80322580645161,4.63333333333333,9.5741935483871,14.3066666666667,17.7354838709677,17.7967741935484,13.0933333333333,7.22258064516129,4.18666666666667,-1.22258064516129],"frame":"1938","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1939","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.2,1.47142857142857,-0.264516129032258,4.48,9.6258064516129,15.19,17.5903225806452,18.5967741935484,10.84,2.84193548387097,2.35,-4.89032258064516],"frame":"1939","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1940","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-8.5,-11.4034482758621,-6.06774193548387,2.51666666666667,11.1870967741935,16.1666666666667,17.9483870967742,14.4064516129032,9.89,5.1,1.69333333333333,-4.13870967741935],"frame":"1940","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1941","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-12.6354838709677,-7.84285714285714,-3.34838709677419,1.38,8.30322580645161,14.89,19.9548387096774,15.3,10.51,3.82903225806452,-0.3,-4.30645161290323],"frame":"1941","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1942","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-12.5064516129032,-12.2357142857143,-7.65806451612903,4.13333333333333,8.30967741935484,12.82,15.8935483870968,15.9290322580645,11.5066666666667,6.84838709677419,1.2,-1.23870967741935],"frame":"1942","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1943","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.75483870967742,1.45714285714286,2.61612903225806,6.91666666666667,11.3903225806452,15.8,17.0193548387097,15.1,11.58,8.38709677419355,1.25333333333333,-0.619354838709677],"frame":"1943","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1944","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.7741935483871,-1.98275862068966,-1.26129032258065,2.3,8.13870967741935,13.02,18.6064516129032,18.3677419354839,11.1333333333333,6.83870967741935,1.78333333333333,0.816129032258065],"frame":"1944","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1945","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.65483870967742,-1.71428571428571,1.30645161290323,5.28333333333333,9.54193548387097,13.6133333333333,18.2516129032258,17.1096774193548,9.95,5.24193548387097,0.586666666666667,-2.94516129032258],"frame":"1945","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1946","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.54838709677419,-5.66071428571429,-1.71290322580645,5.92,9.66774193548387,13.7133333333333,18.1,15.2451612903226,11.9233333333333,4.09032258064516,1.81333333333333,-1.21612903225806],"frame":"1946","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1947","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.42258064516129,-12.2821428571429,-5.35806451612903,4.32666666666667,12.2806451612903,16.7366666666667,17.9935483870968,16.9129032258065,13.7133333333333,5.47741935483871,-0.883333333333333,-3.12258064516129],"frame":"1947","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1948","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.01935483870968,-3.55862068965517,1.66774193548387,6.43,10.441935483871,14.14,17.3677419354839,14.6322580645161,11.37,4.90967741935484,0.716666666666667,2.12258064516129],"frame":"1948","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1949","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.570967741935484,0.517857142857143,-0.7,5.55,12.3064516129032,13.1866666666667,17.0387096774194,14.4967741935484,14.15,6.62903225806452,3.53,0.103225806451613],"frame":"1949","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1950","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.05161290322581,-2.29285714285714,0.767741935483871,5.42333333333333,10.9258064516129,15.29,15.6516129032258,16.2838709677419,11.2866666666667,6.79354838709677,1.06,-2.52903225806452],"frame":"1950","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1951","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.62903225806452,-1.8,-4.01612903225806,4.36666666666667,8.08387096774194,13.93,16.1774193548387,17.0548387096774,12.9533333333333,7.18064516129032,3.08,1.34516129032258],"frame":"1951","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1952","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.37096774193548,-2.89655172413793,-3.55483870967742,6.58333333333333,8.90322580645161,13.2166666666667,15.7548387096774,14.2516129032258,8.41333333333333,4.23870967741935,-1.47666666666667,-2.94838709677419],"frame":"1952","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1953","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.61612903225806,-4.55714285714286,2.56774193548387,6.08,9.9741935483871,16.7366666666667,16.358064516129,15.258064516129,10.7966666666667,8.81935483870968,2.84666666666667,1.40967741935484],"frame":"1953","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1954","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.51935483870968,-7.64642857142857,0.164516129032258,2.51333333333333,11.0032258064516,14.1733333333333,15.6161290322581,14.8096774193548,11.0666666666667,5.8258064516129,0.826666666666667,1.1],"frame":"1954","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1955","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.38709677419355,-5.66785714285714,-3.93870967741935,1,6.80967741935484,12.55,18.8193548387097,18.3806451612903,13.1566666666667,5.63548387096774,1.46333333333333,-4.44838709677419],"frame":"1955","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1956","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.35483870967742,-9.25172413793103,-2.26451612903226,0.443333333333333,10.7645161290323,13.7366666666667,15.0258064516129,12.6032258064516,10.78,5.57741935483871,-2.79333333333333,-0.638709677419355],"frame":"1956","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1957","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.735483870967742,-2.26785714285714,-3.09677419354839,3.04333333333333,8.38387096774194,12.6833333333333,17.0645161290323,14.5161290322581,9.36666666666667,6.58709677419355,1.29666666666667,-1.7258064516129],"frame":"1957","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1958","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.59677419354839,-7.37142857142857,-5.91612903225806,2.18666666666667,8.98064516129032,12.9433333333333,15.3354838709677,13.9935483870968,11.7133333333333,7.58064516129032,3.13333333333333,-3.11290322580645],"frame":"1958","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1959","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.99032258064516,-1.575,2.05161290322581,5.74666666666667,9.87741935483871,14.43,18.4741935483871,17.5387096774194,11.0366666666667,6.72903225806452,3.09333333333333,-0.403225806451613],"frame":"1959","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1960","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.90645161290323,-6.40344827586207,-1.69032258064516,3.86,10.9064516129032,16.05,16.0483870967742,14.7193548387097,11.29,5.18387096774194,2.57333333333333,0.548387096774194],"frame":"1960","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1961","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.89677419354839,0.107142857142857,3.00645161290323,5.06333333333333,9.05161290322581,16.0266666666667,15.4645161290323,14.0677419354839,12.1766666666667,10.3258064516129,2.38333333333333,-5.16451612903226],"frame":"1961","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1962","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.06451612903226,-2.96428571428571,-5.2258064516129,4.59333333333333,8.12903225806452,13.32,14.1935483870968,13.2806451612903,10.1433333333333,7.36774193548387,1.08,-4.37741935483871],"frame":"1962","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1963","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-8.43225806451613,-8.24285714285714,-4.19677419354839,3.85666666666667,12.241935483871,14.6766666666667,16.3806451612903,15.7741935483871,12.1866666666667,6.65806451612903,1.69,-2.35806451612903],"frame":"1963","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1964","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.05161290322581,-4.1448275862069,-2.12258064516129,5.43,11.4225806451613,14.18,15.6516129032258,13.9225806451613,10.6266666666667,6.31935483870968,1.39,-1.74838709677419],"frame":"1964","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1965","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.1258064516129,-4.28571428571429,-1.83225806451613,4.23666666666667,8.0258064516129,14.4066666666667,13.9225806451613,13.7774193548387,12.34,6.74838709677419,-3.48,-5.68064516129032],"frame":"1965","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1966","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-8.45161290322581,-12.2642857142857,-1.61612903225806,0.86,10.2161290322581,17.3766666666667,17.358064516129,14.5129032258065,10.0333333333333,5.55161290322581,1.81333333333333,-0.87741935483871],"frame":"1966","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1967","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-7.00967741935484,-1.575,2.78387096774194,4.47,8.95161290322581,14.2466666666667,17.2677419354839,15.5225806451613,11.8266666666667,7.81612903225806,3.69666666666667,-6.2741935483871],"frame":"1967","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1968","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-8.16451612903226,-4.77241379310345,0.525806451612903,6.36,7.84838709677419,16.9533333333333,15.7258064516129,15.9838709677419,11.47,4.55806451612903,-1.04,-3.09677419354839],"frame":"1968","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1969","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.86774193548387,-7.65,-5.19354838709677,4.02333333333333,9.00967741935484,16.45,17.6225806451613,17.5774193548387,11.2166666666667,7.04516129032258,-0.216666666666667,-5.78064516129032],"frame":"1969","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1970","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-8.66451612903226,-12.5,-1.26774193548387,2.02,9.69677419354839,17.0933333333333,15.3903225806452,15.5548387096774,10.5833333333333,6.23225806451613,-0.503333333333333,-1.54838709677419],"frame":"1970","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1971","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.61290322580645,-1.96071428571429,-3.01612903225806,2.72,11.3483870967742,14.2966666666667,16.9774193548387,15.1612903225806,9.56666666666667,6.37096774193548,-0.0700000000000001,0.270967741935484],"frame":"1971","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1972","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.53548387096774,-1.56206896551724,-0.154838709677419,3.25,9.10322580645161,15.9566666666667,19.1064516129032,15.2967741935484,10.1033333333333,6.01612903225806,2.2,3.14516129032258],"frame":"1972","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1973","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.925806451612903,-1.55,2.85806451612903,3.13,10.1741935483871,16.3533333333333,19.1387096774194,15.2161290322581,9.37666666666667,3.54838709677419,-1.95333333333333,-3.2741935483871],"frame":"1973","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1974","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.241935483870968,0.785714285714286,0.429032258064516,5.46666666666667,8.84193548387097,14.6333333333333,14.8516129032258,15.3354838709677,12.0933333333333,5.13870967741935,2.95666666666667,0.370967741935484],"frame":"1974","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1975","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.812903225806452,-1.41428571428571,0.619354838709677,3.73333333333333,10.758064516129,14.0433333333333,18.4806451612903,18.0483870967742,13.1533333333333,6.78709677419355,2.88666666666667,0.0161290322580645],"frame":"1975","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1976","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-6.23548387096774,-2.32758620689655,-3.10322580645161,3.69333333333333,10.6741935483871,14.2533333333333,16.6225806451613,16.0354838709677,8.53666666666667,5.04193548387097,1.71666666666667,-3.53548387096774],"frame":"1976","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1977","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.56129032258065,-5.45714285714286,0.558064516129032,2.39,9.97741935483871,14.58,13.9096774193548,14.2290322580645,9.27666666666667,7.35483870967742,2.42666666666667,-0.916129032258065],"frame":"1977","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1978","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.93225806451613,-6.63571428571429,-1.44838709677419,2.35333333333333,9.9258064516129,15.0966666666667,14.9225806451613,14.5225806451613,9.22333333333333,5.72258064516129,4.16666666666667,-8.46774193548387],"frame":"1978","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1979","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-7.80645161290323,-7.82142857142857,-0.454838709677419,3.17333333333333,10.6967741935484,16.4,14.7,15.1612903225806,10.8333333333333,4.53225806451613,2.07,-2.98387096774194],"frame":"1979","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1980","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.23548387096774,-7.06896551724138,-3.33225806451613,4.84333333333333,8.60967741935484,16.25,16.858064516129,14.5,12.1666666666667,4.69677419354839,-1.71666666666667,-1.38709677419355],"frame":"1980","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1981","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.20967741935484,-2.93214285714286,-2.52903225806452,3.93,12.0032258064516,13.2566666666667,16.6483870967742,14.5645161290323,11.26,5.79032258064516,0.32,-6.85161290322581],"frame":"1981","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1982","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-8.15483870967742,-4.38571428571429,1.33548387096774,4.07333333333333,9.93548387096774,12.48,17.4774193548387,16.441935483871,11.4033333333333,6.73870967741936,3.95666666666667,-0.225806451612903],"frame":"1982","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1983","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.261290322580645,-4.625,-0.425806451612903,4.33333333333333,11.0870967741935,14.42,17.7677419354839,16.8677419354839,12.0266666666667,7.23225806451613,0.913333333333333,-1.54193548387097],"frame":"1983","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1984","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.64516129032258,-2.01379310344828,-2.57096774193548,5.47333333333333,12.1354838709677,14.0733333333333,15.6451612903226,15.8903225806452,10.4266666666667,8.36774193548387,3.06,0.419354838709677],"frame":"1984","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1985","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-9.58387096774194,-12.6285714285714,-1.10645161290323,2.09333333333333,10.1,14.56,16.5161290322581,15.5483870967742,9.75666666666667,7.21935483870968,-0.436666666666667,-6.23225806451613],"frame":"1985","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1986","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.70322580645161,-9.33214285714286,0.761290322580645,2.65666666666667,12.758064516129,16.5033333333333,16.6451612903226,13.2193548387097,8.10333333333333,6.58387096774194,4.58,-1.91290322580645],"frame":"1986","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1987","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-12.8032258064516,-4.66428571428571,-4.51935483870968,4.66,8.31290322580645,12.1066666666667,15.8483870967742,12.6290322580645,9.83333333333333,7.90322580645161,1.56666666666667,-2.22903225806452],"frame":"1987","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1988","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.0774193548387097,-0.86551724137931,-2.2,3.37333333333333,12.0645161290323,15.8466666666667,18.0838709677419,14.8451612903226,12.3833333333333,5.05806451612903,-1.86666666666667,-3.49354838709677],"frame":"1988","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1989","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[2.6741935483871,2.49285714285714,2.87741935483871,5.29666666666667,12.1032258064516,15.4266666666667,17.7612903225806,15.3290322580645,12.4166666666667,7.05161290322581,1.44666666666667,-3.6258064516129],"frame":"1989","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1990","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.0741935483870968,3.58928571428571,4.06451612903226,6.74333333333333,11.7032258064516,14.8433333333333,15.6774193548387,16.4774193548387,9.89,6.50322580645161,0.663333333333333,0.180645161290323],"frame":"1990","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1991","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.1258064516129,-3.35,1.73870967741935,5.32,8.30645161290323,12.0766666666667,18.4322580645161,16.9258064516129,11,6.73548387096774,3.17333333333333,0.316129032258065],"frame":"1991","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1992","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.62258064516129,0.00689655172413796,2.53870967741935,2.93666666666667,13.458064516129,17.2366666666667,17.0935483870968,16.3548387096774,11.23,3,1.57,0.745161290322581],"frame":"1992","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1993","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.0290322580645162,-0.542857142857143,1.38064516129032,6.29333333333333,13.2677419354839,12.5366666666667,16.6290322580645,13.8387096774194,8.43,5.25483870967742,0.0566666666666667,-0.738709677419355],"frame":"1993","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1994","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.65806451612903,-7.94285714285714,0.212903225806452,6.65333333333333,9.55483870967742,13.71,21,16.5870967741935,11.5233333333333,5.74838709677419,2.08,1.50967741935484],"frame":"1994","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1995","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.06129032258064,0.467857142857143,1.61612903225806,3.72666666666667,9.24516129032258,15.8166666666667,17.3451612903226,17.2612903225806,11.6866666666667,9.10967741935484,-1.12333333333333,-7.4258064516129],"frame":"1995","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1996","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.56451612903226,-7.96551724137931,-1.25806451612903,5.57,8.25806451612903,14.92,15.7516129032258,18.8290322580645,9.79333333333333,8.11612903225806,2.59,-3.53548387096774],"frame":"1996","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1997","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.83870967741935,-0.235714285714286,1.93225806451613,3.86666666666667,9.15806451612903,16.3933333333333,19.1,20.2483870967742,12.4,4.33870967741935,1.40333333333333,-0.729032258064516],"frame":"1997","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1998","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.47741935483871,0.814285714285714,-0.751612903225806,3.79333333333333,10.0064516129032,12.7433333333333,15.6806451612903,13.8193548387097,12.0333333333333,5.47096774193548,-1.20666666666667,-0.62258064516129],"frame":"1998","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"1999","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.86774193548387,-2.48214285714286,0.980645161290323,6.63333333333333,9.38387096774194,16.4933333333333,19.141935483871,15.5129032258065,14.6433333333333,7.22903225806452,4.03333333333333,-2.61935483870968],"frame":"1999","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2000","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.26129032258065,-0.717241379310345,1.43548387096774,6.30666666666667,11.9612903225806,13.9066666666667,15.6870967741935,15.1709677419355,10.4533333333333,9.9,6.01666666666667,1.97096774193548],"frame":"2000","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2001","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.31290322580645,-4.43571428571429,-1.16451612903226,5.41333333333333,10.6,14.8166666666667,19.1193548387097,16.2741935483871,11.88,8.88387096774194,2.08666666666667,-2.74838709677419],"frame":"2001","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2002","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.75483870967742,0.896428571428571,1.69677419354839,6.54666666666667,12.1774193548387,16.9133333333333,18.8161290322581,20.041935483871,12.0633333333333,2.81935483870968,-0.433333333333333,-4.55806451612903],"frame":"2002","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2003","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.07096774193548,-4.10714285714286,2.5741935483871,4.11,11.2193548387097,15.3833333333333,20.1322580645161,16.6516129032258,12.5333333333333,3.73548387096774,3.30666666666667,0.196774193548387],"frame":"2003","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2004","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.23225806451613,-1.60344827586207,0.829032258064516,6.34666666666667,10.5548387096774,13.9866666666667,16.3354838709677,17.5516129032258,12.7,6.61612903225806,0.53,0.819354838709677],"frame":"2004","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2005","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.67741935483871,-2.41785714285714,-2.85806451612903,6.13,10.4225806451613,14.2666666666667,18.541935483871,15.9903225806452,12.92,7.93225806451613,3.99,-0.912903225806452],"frame":"2005","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2006","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-3.08064516129032,-3.08571428571429,-4.16774193548387,5.16333333333333,10.8225806451613,16.6633333333333,19.9290322580645,18.3032258064516,14.52,8.71612903225807,3.94,4.10967741935484],"frame":"2006","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2007","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-0.838709677419355,-4.03928571428571,3.73225806451613,7.57333333333333,10.9032258064516,16.1833333333333,16.8290322580645,17.0709677419355,11.4,6.77096774193548,1.32666666666667,0.590322580645161],"frame":"2007","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2008","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[1.55483870967742,2.18620689655172,1.11290322580645,6.58,11.5032258064516,15.9466666666667,18.2290322580645,15.1709677419355,10.7,7.48709677419355,1.92666666666667,0.035483870967742],"frame":"2008","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(227,119,194,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2009","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.20322580645161,-3.45357142857143,0.396774193548387,7.98,11.5225806451613,13.6566666666667,17.4387096774194,16.8774193548387,13.0233333333333,4.53870967741936,4.96666666666667,-3.21290322580645],"frame":"2009","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(127,127,127,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2010","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-8.68709677419355,-6.59642857142857,-1.10322580645161,5.52333333333333,11.2064516129032,15.2133333333333,20.6129032258065,16.4806451612903,11.0966666666667,5.28709677419355,-1.03,-7.83225806451613],"frame":"2010","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(188,189,34,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2011","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.75806451612903,-5.97857142857143,0.464516129032258,8.79666666666667,11.6451612903226,17.1766666666667,18.7870967741936,16.6870967741935,13.3133333333333,7.6,5.15666666666667,1.70322580645161],"frame":"2011","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(23,190,207,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2012","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.35806451612903,-3.82758620689655,3.90322580645161,4.46666666666667,11.5387096774194,13.35,17.1193548387097,15.9612903225806,11.6633333333333,5.7258064516129,3.79666666666667,-4.53870967741936],"frame":"2012","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(31,119,180,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2013","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-4.03225806451613,-2.10714285714286,-3.33548387096774,4.36,13.7967741935484,16.23,17.9612903225806,17.0741935483871,12.0166666666667,7.45806451612903,3.20666666666667,2.45161290322581],"frame":"2013","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(255,127,14,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2014","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-2.46129032258065,1.91071428571429,3.98064516129032,6.84666666666667,10.8677419354839,13.64,20.4193548387097,16.7548387096774,12.2366666666667,8.49354838709677,4.41333333333333,-1.10322580645161],"frame":"2014","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(44,160,44,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2015","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[0.0709677419354838,0.682142857142857,3.17741935483871,6.76,9.54838709677419,13.9733333333333,16.5032258064516,17.3838709677419,12.7066666666667,6.08709677419355,3.96333333333333,2.49032258064516],"frame":"2015","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(214,39,40,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2016","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-5.61612903225806,-0.479310344827586,2.63225806451613,5.59666666666667,12.6193548387097,15.9266666666667,17.9741935483871,16.0838709677419,14.3766666666667,6.5741935483871,1.26666666666667,1.25806451612903],"frame":"2016","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(148,103,189,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]},{"name":"2017","data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12],"y":[-1.21612903225806,-0.739285714285714,2.63225806451613,4.19,10.8645161290323,14.93,16.9709677419355,16.0967741935484,12.4033333333333,6.99354838709677,2.72,0.37741935483871],"frame":"2017","type":"scatter","mode":"markers","marker":{"fillcolor":"rgba(140,86,75,1)","color":"rgba(31,119,180,1)","line":{"color":"transparent"}},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0]}],"base_url":"https://plot.ly"},"evals":["config.modeBarButtonsToAdd.0.click"],"jsHooks":{"render":[{"code":"function(el, x) { var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set({\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.2,\"selected\":{\"opacity\":1}}); }","data":null}]}}</script> </div> ??? The data is temperature recordings from uppsala that will be used for the lab session and shows the montly mean temperature from 1722-2017 The frame creates a plot for every year and adds a slider at the bottom so one can see one year at a time --- ## Learn more Unlike many R packages the documentation of plotly from within R is not that complete and to obtain comprehensive information one has to go to online to get a more complete picture. - https://plot.ly/r/reference - complete reference - http://plotly-book.cpsievert.me - book with great examples - https://stackoverflow.com/questions/tagged/plotly --- name: end-slide class: end-slide # Thank you