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1 googlevis Markus Gesmann *, Diego de Castillo googlevis R Google Google TED Hans Rosling googlevis R Google Google Chart googlevis Google JavaScript HTML googlevis R HTTP Flash * markus.gesmann@gmail.com decastillo@gmail.com arakitkansai-u.ac.jp 1
2 Google Chart Tools googlevis googlevis gvis print.gvis plot.gvis gvismerge googlevis gvis googlevis WordPress googlevis Google, Blogger googlevis googlevis R.rsp RApache brew googlevis Rook googlevis shiny googlevis knitr googlevis 28 5 googlevis 30 6 R FAQ googlevis PDF ipad iphone GoogleVis googlevis
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4 Hans Rosling 50 TED [Ros06] Rosling Gapminder [Fou10b] 1 Rosling 1 Gapminder Google 1 Google Charts API [Inc12e] Google Visualization API 2010 R/Rmetrics Sebastián Peréz Saaibi [Saa10] Google R R.rsp [Ben12] googlevis [GdC12], [GdC11] 1.2 Google Chart Tools Google Charts API [Inc12b] Google API Google Public Data Explorer [Inc12d] HTML Google Charts DataTable [Inc12e] googlevis jsonlite [Oom14] R JSON [JSO06] Data Table Google visualisation gallery [Inc12c] html 1 1 <html> 4
5 1: Google plot(gvismotionchart(fruits, idvar= Fruit, timevar= Year )) 2 <head> 3 <script type="text/javascript" 4 src=" 5 </script> 6 <script type="text/javascript"> 7 google.load( visualization, 1, 8 { packages :[ motionchart ]}); 9 google.setonloadcallback(drawchart); 10 function drawchart() { 11 var data=new google.visualization.datatable(); 12 data.addcolumn( string, Fruit ); 13 data.addcolumn( date, Date ); 14 data.addcolumn( number, Sales ); 15 data.addcolumn( number, Expenses ); 16 data.addcolumn( string, Location ); 17 data.addrows([ 18 [ Apples,new Date(1988,0,1),1000,300, East ], 19 [ Oranges,new Date(1988,0,1),1150,200, West ], 20 [ Bananas,new Date(1988,0,1),300,250, West ], 21 [ Apples,new Date(1989,6,1),1200,400, East ], 22 [ Oranges,new Date(1989,6,1),750,150, West ], 23 [ Bananas,new Date(1989,6,1),788,617, West ] 24 ]); 25 var chart=new google.visualization.motionchart( 26 document.getelementbyid( chart_div )); 27 chart.draw(data, {width: 600, height:300}); 5
6 28 } 29 </script> 30 </head> 31 <body> 32 <div id="chart_div" 33 style="width:600px; height:300px;"> 34 </div> 35 </body> 36 </html> 1 HTML 5 2 ˆ Google AJAX ( 4 ) Visualisation API 7 8 ) ˆ DataTable ˆ ˆ width height 27 ˆ HTML <div> Google Chart Tools 2 API Google Terms of Service [Inc12a] 2 googlevis googlevis R Google Chart Tools R Google Charts Motion Chart Annotated Time Lines Maps Geo Maps Geo Charts Intensity Maps Tables Gauges Treemap Line Charts Bar Charts Bubble Charts Column Charts Area Charts Stepped Areas Combo Charts Scatter Charts Candlestick Charts Pie Charts Sankey Annotation Histogram Timeline Calender Org Charts 2 3 googlevis Google JavaScript HTML Flush HTML5 1 Policy
7 2: demo(googlevis) gvismotionchart gvisannotatedtimeline gvisgeomap gvistreemap gvistable gvismap 2.1 googlevis CRAN R> install.packages( googlevis ) library(googlevis) R> library(googlevis) Welcome to googlevis version Please read the Google API Terms of Use before you start using the package: Note, the plot method of googlevis will by default use 7
8 the standard browser to display its output. See the googlevis package vignettes for more details, or visit To suppress this message use: suppresspackagestartupmessages(library(googlevis)) 2.2 googlevis googlevis 1 API googlevis 4 gvis + gvismotionchart(data, idvar= id, timevar= date, options=list(), chartid) data idvar timevar id options 17 Google Charts API R> help( gvismotionchart ) chartid id tempfile(pattern= ) id 1 id googlevis id HTML 3 rsp 23 RApache 23 Google googlevis gvis list print print.gvis plot plot.gvis Fruits 4 demo(package="googlevis") 8
9 3: gis 2.3 Google API Fruits R> data(fruits) R> Fruits Fruit Year Location Sales Expenses Profit Date 1 Apples 2008 West Apples 2009 West Apples 2010 West Oranges 2008 East Bananas 2008 East Oranges 2009 East Bananas 2009 East Oranges 2010 East Bananas 2010 East id Fruit Year Year Date R> M <- gvismotionchart(fruits, idvar="fruit", timevar="year") gvismotionchart R> str(m) List of 3 $ type : chr "MotionChart" $ chartid: chr "MotionChartID14c805cbd833b" $ html :List of 4..$ header : chr "<!DOCTYPE html PUBLIC \"-//W3C//DTD XHTML 1.0..$ chart : Named chr [1:7] "<!-- MotionChart generated in R attr(*, "names")= chr [1:7] "jsheader" "jsdata" "jsdrawch 9
10 ..$ caption: chr "<div><span>data: Fruits Chart ID: <a h..$ footer : chr "\n<!-- htmlfooter -->\n<span> \n R version 3. - attr(*, "class")= chr [1:2] "gvis" "list" 2 type id chartid 5 R> M$type [1] "MotionChart" R> M$chartid [1] "MotionChartID14c805cbd833b" html header chart caption footer html html html R> print(m, tag= header ) <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" " <html xmlns=" <head> <title>motionchartid14c805cbd833b</title> <meta http-equiv="content-type" content="text/html;charset=utf-8" /> <style type="text/css"> body { color: #444444; font-family: Arial,Helvetica,sans-serif; font-size: 75%; } a { color: #4D87C7; text-decoration: none; } </style> </head> <body> M$html$header tag tag= header print cat(m$html$header) Google visualisation HTML JavaScript HTML JavaScript id print.gvis 5 10
11 R> names(m$html$chart) [1] "jsheader" "jsdata" "jsdrawchart" "jsdisplaychart" [5] "jsfooter" "jschart" "divchart" R> print(m, tag= chart ) ## cat(m$html$chart) <!-- MotionChart generated in R by googlevis package --> <!-- Thu Sep 1 06:03: > <!-- jsheader --> <script type="text/javascript"> // jsdata function gvisdatamotionchartid14c805cbd833b () { var data = new google.visualization.datatable(); var datajson = [ [ "Apples", 2008, "West", 98, 78, 20, " " ], [ "Apples", 2009, "West", 111, 79, 32, " " ], [ "Apples", 2010, "West", 89, 76, 13, " " ], [ "Oranges", 2008, "East", 96, 11
12 81, 15, " " ], [ "Bananas", 2008, "East", 85, 76, 9, " " ], [ "Oranges", 2009, "East", 93, 80, 13, " " ], [ "Bananas", 2009, "East", 94, 78, 16, " " ], [ "Oranges", 2010, "East", 98, 91, 7, " " ], [ "Bananas", 2010, "East", 81, 71, 10, " " ] ]; data.addcolumn( string, Fruit ); data.addcolumn( number, Year ); 12
13 data.addcolumn( string, Location ); data.addcolumn( number, Sales ); data.addcolumn( number, Expenses ); data.addcolumn( number, Profit ); data.addcolumn( string, Date ); data.addrows(datajson); return(data); } // jsdrawchart function drawchartmotionchartid14c805cbd833b() { var data = gvisdatamotionchartid14c805cbd833b(); var options = {}; options["width"] = 600; options["height"] = 500; options["state"] = ""; var chart = new google.visualization.motionchart( document.getelementbyid( MotionChartID14c805cbd833b ) ); chart.draw(data,options); } // jsdisplaychart (function() { var pkgs = window. gvispackages = window. gvispackages []; var callbacks = window. gviscallbacks = window. gviscallbacks []; var chartid = "motionchart"; // Manually see if chartid is in pkgs (not all browsers support Array.indexOf) var i, newpackage = true; 14 for (i = 0; newpackage && i < pkgs.length; i++) { if (pkgs[i] === chartid) newpackage = false; } if (newpackage) pkgs.push(chartid); // Add the drawchart function to the global list of callbacks callbacks.push(drawchartmotionchartid14c805cbd833b); })(); function displaychartmotionchartid14c805cbd833b() { var pkgs = window. gvispackages = window. gvispackages []; var callbacks = window. gviscallbacks = window. gviscallbacks []; window.cleartimeout(window. gvisload); // The timeout is set to 100 because otherwise the container div we are // targeting might not be part of the document yet window. gvisload = settimeout(function() { var pkgcount = pkgs.length; google.load("visualization", "1", { packages:pkgs, callback: function() { 13
14 if (pkgcount!= pkgs.length) { // Race condition where another settimeout call snuck in after us; if // that call added a package, we must not shift its callback return; } while (callbacks.length > 0) callbacks.shift()(); } }); }, 100); } // jsfooter </script> <!-- jschart --> <script type="text/javascript" src=" <!-- divchart --> <div id="motionchartid14c805cbd833b" style="width: 600; height: 500;"> </div> jschart R> cat(m$html$chart[ jschart ]) # or print(m, jschart ) <!-- jschart --> <script type="text/javascript" src=" html html R> print(m, tag= caption ) <div><span>data: Fruits Chart ID: <a href="chart_motioncha R> print(m, tag= footer ) <!-- htmlfooter --> <span> R version ( ) <a href=" Te </span></div> </body> </html> 2.4 gvis R> plot(m) # 14
15 gvis plot id HTML R HTTP & id R tempdir() file print html R> print(m, file="mygooglevischart.html") Flush 6 Flush Tony Breyal stackoverflow.com 1. manager04.html 2. Edit location add location 3. browse for folder 4. HTML 5. OK googlevis HTML plot.gvis HTML /Users/JoeBloggs/myGoogleVisChart.html plot.gvis gvis R HTTP R> plot.gvis("/users/joebloggs/mygooglevischart.html") plot.gvis googlevis print.gvis plot.gvis googlevis print.gvis tag plot.gvis NULL plot tag NULL plot.gvis print.gvis options() tag googlevis options(gvis.print.tag= html ) options(gvis.plot.tag=null) options(gvis.plot.tag= chart ) plot gvis knitr R.rsp R googlevis 6 Flush 15
16 options(gvis.plot.tag=null) knitr chart plot HTML 4 28 knitr 2.6 gvismerge gvismerge 2 gvis 1 HTML 2 horizontal vertival 4: gvismerge 3 gvismerge gvis gvismerge 4 R> G <- gvisgeochart(exports, "Country", "Profit", + options=list(width=200, height=100)) R> T <- gvistable(exports, + options=list(width=200, height=270)) R> M <- gvismotionchart(fruits, "Fruit", "Year", + options=list(width=400, height=370)) R> GT <- gvismerge(g,t, horizontal=false) R> GTM <- gvismerge(gt, M, horizontal=true, + tableoptions="bgcolor=\"#cccccc\" cellspacing=10") R> plot(gtm) 16
17 2.7 googlevis 7 Google Charts API options 5 5: > df <- data.frame(country=c("us", "GB", "BR"), + val1=c(1,3,4), val2=c(23,12,32)) > Line <- gvislinechart(df, xvar="country", yvar=c("val1","val2"), + options=list( + title="hello World", + titletextstyle="{color: red, + fontname: Courier, + fontsize:16}", + backgroundcolor="#d3d3d3", + vaxis="{gridlines:{color: red, count:3}}", + haxis="{title: Country, titletextstyle:{color: blue }}", + series="[{color: green, targetaxisindex: 0}, + {color: orange,targetaxisindex:1}]", + vaxes="[{title: val1 }, {title: val2 }]", + legend="bottom", + curvetype="function", + width=500, + height=300 + )) > plot(line) = width=500 { } 2 7 googlevis 17
18 [ ] ˆ. width height R options=list(width=200, height=300). R TRUE FALSE ˆ. color [ ] options=list(colors="[ #cbb69d, #603913, #c69c6e ]") ˆ. {} parameter: value true false Google vaxis.format R options=list(vaxis="{format: #,###% }") ˆ titletextstyle.color, title-textstyle.fontname titletextstyle.fontsize options=list( titletextstyle="{color: red,fontname: Courier, fontsize:16}") ˆ [ ] options=list(vaxes="[{title: val1 }, {title: val2 }]") 6 R> Geo <- gvisgeochart(citypopularity, locationvar= City, + colorvar= Popularity, + options=list(region= US, height=350, + displaymode= markers, + coloraxis="{values:[200,400,600,800], + colors:[\ red, \ pink\, \ orange,\ green ]}") + ) R> plot(geo) 6: 18
19 2.7.1 gvis.editor 7 gvis.editor Edit me! 8 R> Editor <- gvislinechart(df, options=list(gvis.editor= Edit me! )) R> plot(editor) 7: options = list (gvis.editor = Edit me! ) googlevis googlevis JSON JSON R> df <- data.frame("year"=c("2009", "2010"), "Lloyd\\ s"=c(86.1, 93.3), "Munich\\ Res R/I"=c(95.3, 100.5), check.names=false) R> df Year Lloyd\\ s Munich\\ Res R/I "Year"=c(2009, 2010) "Year"=c("2009", "2010") 19
20 R> CR <- gviscolumnchart(df, options=list(vaxis= {baseline:0}, title="combined Ratio %", legend="{position: bottom }")) R> plot(cr) 8: 3 googlevis 3.1 gvis googlevis gvismotionchart gvismotionchart Rconsole R> print(m, chart ) ## cat(m$html$chart) html & R> print(m, chart, file= myfilename ) 3.2 googlevis WordPress WordPress googlevis WordPress WordPress JavaScript googlevis 20
21 WordPress JavaScript WordPress 1 custom fields shortcode 10 googlevis R R> M <- gvismotionchart(fruits, "Fruit", "Year", + options=list(width=400, height=370)) R> print(m, chart ) WordPress value Fruits [cf]fruits[/cf] 9 9: googlevis WordPress 3.3 googlevis Google, Blogger Google Google Google Blogger Google Code wiki pages Google Google XML HTML Javascript Google Hello World Wikipedia
22 <?xml version="1.0" encoding="utf-8"?> <Module> <ModulePrefs title="simple hello world example" /> <Content type="html"> <![CDATA[ Hello, world! ]]> </Content> </Module> googlevis creategooglegadget gvis XML R> M <- gvismotionchart(fruits, "Fruit", "Year") R> G <- creategooglegadget(m) R> cat(g, file="mygadget.xml") Google Docs mygadget.xml URL Google Site ˆ Google Site "Insert" -> "More gadgets..." -> "Add gadget URL", ˆ wiki:gadget Google Code wiki <wiki:gadget url=" />, ˆ Blogger blogger post googlevis post & googlevis Dropbox <iframe> <iframe width="100%" height="400px" frameborder="0" src=" </iframe> htm 3.4 googlevis googlevis R R.rsp [Ben12] brew [Hor11a] R HTML R.rsp brew 22
23 RApache [Hor11b] Apache HTTP [Fou10a] RApache UNIX/Linux Mac OS X R R Rook [Hor13] shiny [Rl13] 2 shiny R googlevis googlevis R.rsp R.rsp R html R R.rsp rsp <html> <body> <% library(googlevis) M <- gvismotionchart(fruits, idvar="fruit", timevar="year") %> <%= M$html$chart %> </body> </html> R <%=...%> R R.rsp HTTP R html R <\%=...\%> cat googlevis R R> library(r.rsp) R> browsersp() R> # googlevis rsp googlevis R> file.path(system.file("rsp", package = "googlevis"), "index.rsp") R.rsp RApache brew googlevis RApache R Apache HTTP RApache Apache R R HTML R brew HTTP brew brew R RApache R.rsp 2 R RApache html Mac OS X com/2010/08/installing-rapache-on-mac-os-x-snow.html 23
24 RApache RApache Apache apache2.conf httpd.conf /etc/httpd Mac OS X /etc/httpdor/private/etc/apache2/httpd LoadModule R_module /usr/lib/apache2/modules/mod_r.so ## On Mac OS X more likely to be: ## LoadModule R_module libexec/apache2/mod_r.so ROutputErrors RSourceOnStartup "/var/www/rapache/r/startup.r" ## On Mac OS X the www folder is often equivalent to: ## /Library/WebServer/Documents/ 1 Apache R 2 startup.r ## Ensure the packages are installed so that mod_r ## has access to them, e.g. not in your home folder library{googlevis} library{lattice} library{cairo} MyGlobalVar <- 42 RApache RApache edu/rapache/files/rapacheinfo.html brew R R> install.packages( brew ) brew Apache apache2.conf httpd.conf RHandler brew <Directory /var/www/rapache/brew> ## On Mac OS more likely to be something like: ## <Directory /Library/WebServer/Documents/rapache/brew> SetHandler r-script RHandler brew::brew </Directory> HTTP brew <html> <body> <h1>fruits</h1> <% library(googlevis) M <- gvismotionchart(fruits, idvar="fruit", timevar="year") %> <%= M$html$chart %> </body> 24
25 </html> brew rsp RApache brew brew googlevis 2 R R> system.file("brew", package = "googlevis") Rook googlevis Rook [Hor13] Jeffrey Horner RApache brew R Rook Rook R R HTTP Rook Rook HTTP Rook R googlevis Edit me! CSV 10 10: googlevis Rook R> require(rook) R> require(googlevis) R> s <- Rhttpd$new() R> s$start(listen= ) R> my.app <- function(env){ + ## Start with a table and allow the user to upload a CSV-file 25
26 + req <- Request$new(env) + res <- Response$new() + + ## Provide some data to start with + ## Exports is a sample data set of googlevis + data <- Exports[,1:2] + ## Add functionality to upload CSV-file + if (!is.null(req$post())) { + ## Read data from uploaded CSV-file + data <- req$post()[["data"]] + data <- read.csv(data$tempfile) + } + ## Create table with googlevis + tbl <- gvistable(data, + options=list(gvis.editor="edit me!", + height=350), + chartid="myinitialview") + ## Write the HTML output and + ## make use of the googlevis HTML output. + ## See vignette( googlevis ) for more details + res$write(tbl$html$header) + res$write("<h1>my first Rook app with googlevis</h1>") + res$write(tbl$html$chart) + res$write( + Read CSV file:<form method="post" enctype="multipart/form-data"> + <input type="file" name="data"> + <input type="submit" name="go">\n</form> ) + res$write(tbl$html$footer) + res$finish() + } R> s$add(app=my.app, name= googlevistable ) R> ## R> s$browse( googlevistable ) shiny googlevis shiny 11 RStudio shiny R googlevis shiny [Rl13] Joe Cheng rendergvis googlevis shiny shiny rendergvis 11 R> # server.r R> library(googlevis) R> shinyserver(function(input, output) {
27 11: googlevis shiny + datasetinput <- reactive({ + switch(input$dataset, + "rock" = rock, + "pressure" = pressure, + "cars" = cars) + }) + + output$view <- rendergvis({ + gvisscatterchart(datasetinput()) + }) + }) R> # ui.r R> shinyui(pagewithsidebar( + headerpanel("googlevis on Shiny"), + sidebarpanel( + selectinput("dataset", "Choose a dataset:", + choices = c("rock", "pressure", "cars")) + ), + mainpanel( + htmloutput("view") + ) 27
28 + )) R> library(shiny) ## R> runapp(system.file("shiny/", package="googlevis")) Markus blog: 4 knitr googlevis knitr 12 [Xie13] googlevis knitr Sweave R knitr googlevis HTML googlevis knitr chunk results asis {r results= asis } M <- gvismotionchart(fruits, "Fruit", "Year", options=list(width=550, height=450)) print(m, chart ) html googlevis plot.gvis tag 15. NULL options() plot tag plot tag print.gvis options(gvis.plot.tag = chart ) plot print plot() x gvis print(x, tag= chart ) knitr Rmd gvis.plot.tag chart plot html 12 # Markdown example with knitr and googlevis =========================================== This is a little Markdown example file. Set the googlevis options first. In this case change the behaviour of plot.gvis {r setoptions, message=false} library(googlevis) op <- options(gvis.plot.tag= chart )
29 12: plot HTML ## {r ComboExample, results= asis, tidy=false} ## CityPopularity$Mean=mean(CityPopularity$Popularity) CC <- (CityPopularity, xvar= City, yvar=c( Mean, Popularity ), options=list(seriestype= bars, width=450, height=300, title= City Popularity, series= {0: {type:\"line\"}} )) plot(cc) \R gviscombochart ## 2 {r gvismergeexample, results= asis, echo=false} Geo <- gvisgeochart(exports, locationvar= Country, colorvar= Profit, options=list(height=300, width=350)) Tbl <- gvistable(exports, options=list(height=300, width=200)) 29
30 plot(gvismerge(geo, Tbl, horizontal=true)) gvistable gvisgeochart \R ## {r MotionChartExample, results= asis, tidy=false} M <- gvismotionchart(fruits, Fruit, Year, options=list(width=400, height=350)) plot(m) [security settings of Macromedia] googlevis {r resetoptions} ## options(op) knitr options() R R &?plot.gvis 5 googlevis Google Chart Tools googlevis MS PowerPoint 13 Google Docs OpenOffice Impress Apple Keynot Ramnath Vaidyanathan [Vai12] slidify knitr slidify 2013 user! googlevis [GdC13] slidify slidify R Dropbox github 13 MS-Windows Microsoft PowerPoint liveweb PowerPoint 30
31 13: 2013 user! googlevis Tutorial 6 R R 6.1 Google visualisations 14 2 JavaScript ˆ google.visualization.events.trigger() ˆ google.visualization.events.addlistener() Google 1 var table = new google.visualization.table(document.getelementbyid( table_div )); table.draw(data, options); google.visualization.events.addlistener(table, select, selecthandler); function selecthandler() { alert( A table row was selected ); } addlistner select addlistener gvis.listener.jscode gvis JavaScript Wikipedia R> jscode <- "window.open( data.getvalue(chart.getselection()[0].row,0)); "
32 R> J1 <- gvisgeomap(exports, locationvar= Country, numvar= Profit, + options=list(datamode="regions", gvis.listener.jscode=jscode)) R> plot(j1) R> plot(gvisorgchart(regions, options=list(gvis.listener.jscode=jscode))) R> plot(gvislinechart(regions[,c(1,3)], options=list(gvis.listener.jscode=jscode))) R> jscode <- " + var sel = chart.getselection(); + var row = sel[0].row; + var text = data.getvalue(row,1); + alert(text); + " R> J2 <- gvistable(population, options=list(gvis.listener.jscode=jscode)) R> plot(j2) demo(eventlistener) Google Charts 7 FAQ 7.1 googlevis PDF Google Charts API googlevis 5 30 googlevis PNG Google 7.2 Google Charts API 7.3 gvismap Google Fusion Table Google Fusion Table 32
33 ipad iphone HTML5 Flash ipads iphones ios Flash Google HTML5 Google Visualizetion API GoogleVis ylim cxlim Google haxes vaxes h horizontal v vertical viewwindowmode explicit viewwindow h/vaxes [{ }] minvalue maxvalue y 0 10 R> library(googlevis) R> dat <- data.frame(x=letters[1:10], + y=c(0, 4, -2, 2, 4, 3, 8, 15, 10, 4)) R> area1 <- gvisareachart(xvar="x", yvar="y", data=dat, + options=list(vaxes="[{viewwindowmode: explicit, + viewwindow:{min:0, max:10}}]", + width=500, height=400, + title="y-limits set from 0 to 10"), + chartid="area1ylim") R> plot(area1) 7.7 googlevis Google Charts API Google Visualization API com/group/google-visualization-api API API check interactive/faq 33
34 7.8 googlevis Google IT Google 7.9 googlevis mages/googlevis/issues 7.10 R googlevis R> citation("googlevis") R> citation() [Ben12] Henrik Bengtsson. R.rsp: R server pages R package version [Fou10a] Apache Foundation. Apache HTTP Server [Fou10b] Gapminder Foundation. Gapminder [GdC11] Markus Gesmann and Diego de Castillo. Using the Google Visualisation API with R. The R Journal, 3(2):40-44, December [GdC13] Markus Gesmann and Diego de Castillo. googlevis Tutorial, [GdC14] Markus Gesmann and Diego de Castillo. googlevis: Using the Google Chart Tools with R R package version [Hor11a] Jeffrey Horner. brew: Templating framework for report generation. R-project.org/package=brew, R package version [Hor11b] Jeffrey Horner. RApache: Web application development with R and Apache. http: // [Hor13] Jeffrey Horner. Rook: Rook - a web server interface for R, R package version [Inc12a] Google Inc. Google API Terms of Service [Inc12b] Google Inc. Google Chart Tools. interactive/docs/gallery, [Inc12c] Google Inc. Google Motion Chart API. chart/interactive/docs/gallery/motionchart.html,
35 [Inc12d] Google Inc. Google Public Data Explorer [Inc12e] Google Inc. Google Visualisation Reference. interactive/docs/reference, [JSO06] JSON.org. JSON RFC 4627 application/json. [Oom14] Jeroen Ooms. The jsonlite package: A practical and consistent mapping between json data and r objects. arxiv: [stat.co], [Lan12] Duncan Temple Lang. RJSONIO: Serialize R objects to JSON, JavaScript Object Notation R package version [RI13] RStudio and Inc. shiny: Web Application Framework for R, R package version [Ros06] Hans Rosling. TED Talk: Hans Rosling shows the best stats you ve ever seen. ted.com/talks/hans_rosling_shows_the_best_stats_you_ve_ever_seen.html, [Saa10] Sebastián Peŕez Saaibi. R/RMETRICS Generator Tool for Google Motion Charts. https: // Meielisalp, Lake Thune Switzerland, June 27 - July 1, [Vai12] Ramnath Vaidyanathan. slidify: Generate reproducible html5 slides from R markdown, R package version [Xie13] Yihui Xie. knitr: A general-purpose package for dynamic report generation in R, R package version
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