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August 29, 2015 13:56
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sochi 2014 in R using google docs scraper & line+dot plot facets. see it in action at http://shiny.dds.ec/sochi2014 or run it locally via "shiny::runGist(8949172)" which can be invoked directly from a command-prompt (on any operating system) thusly: "Rscript -e "shiny::runGist(8949172,launch.browser=TRUE)"
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library(shiny) | |
library(ggplot2) | |
library(RCurl) | |
library(reshape2) |
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shinyServer(function(input, output, session) { | |
values <- reactiveValues() | |
getMedals <- function() { | |
# get medals from dyanmic google spreadsheet | |
sochi.medals.URL = "https://docs.google.com/spreadsheets/d/1Al7I7nS0BP50IfThs55OKv5UPI9u-ctZgZRyDQma_G8/export?format=csv&gid=0" | |
medals <- read.csv(textConnection(getURL(sochi.medals.URL)), stringsAsFactors = FALSE) | |
# if no medals, don't show | |
medals.nz <- with(medals, medals[!(Gold==0 & Silver==0 & Bronze==0),]) | |
# put rank next to Country since we're sorting by medal count | |
medals.nz$Rank <- as.numeric(gsub("=", "", medals.nz$Rank)) | |
medals.nz$Country = sprintf("%s (%s)", medals.nz$Country, medals.nz$Rank) | |
values$medals.nz <- medals.nz | |
} | |
getMedals() | |
observe({ | |
# invalidate every hour | |
invalidateLater(1000*60*60, session) | |
getMedals() | |
}) | |
output$medalsPlot <- renderPlot({ | |
# melt for ggplot | |
medals.melted <- melt(values$medals.nz[,2:6], c("Country")) | |
# gold, silver, bronze & Sochi blue | |
medal.colors <- c("#ffcc33", "#999999", "#cd7f32", "#3daddf", "#3daddf") | |
# make the pretty display | |
gg <- ggplot(medals.melted, aes(x=reorder(Country, value), y=value, group=variable)) | |
gg <- gg + geom_segment(aes(xend=Country, yend=0, color=variable), size=0.3) | |
gg <- gg + geom_point(aes(color=variable, fill=variable), shape=21, size=3) | |
gg <- gg + scale_color_manual(values=medal.colors) | |
gg <- gg + scale_fill_manual(values=medal.colors) | |
gg <- gg + facet_wrap(~variable, ncol=4) | |
gg <- gg + scale_y_continuous(breaks=seq(0,20,4)) | |
gg <- gg + labs(y="Medal Count", x="", title="Sochi 2014 Live Medal Tracker") | |
gg <- gg + coord_flip() | |
gg <- gg + theme_bw() | |
gg <- gg + theme(legend.position="none") | |
gg <- gg + theme(panel.grid.major.y=element_blank()) | |
gg <- gg + theme(panel.grid.minor.y=element_blank()) | |
gg <- gg + theme(strip.background=element_blank()) | |
gg <- gg + theme(plot.title=element_text(face="bold", size=16, color="#3daddf")) | |
gg <- gg + theme(axis.ticks=element_line(color="#7f7f7f", size=0.25)) | |
print(gg) | |
}) | |
output$medalsTable <- renderDataTable({ | |
m <- values$medals.nz | |
m$Country <- gsub(" \\(.*\\)", "", m$Country) | |
return(m) | |
}, options=list(iDisplayLength=5, aLengthMenu=c(5), bLengthChange=0, bFilter=0)) | |
}) |
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shinyUI(bootstrapPage( | |
mainPanel( | |
tabsetPanel( | |
tabPanel("Chart", plotOutput("medalsPlot", width="100%")), | |
tabPanel("Table", dataTableOutput("medalsTable")) | |
), | |
HTML("<hr noshade size='1'/>"), | |
HTML("<div style='font-size:8pt; text-align:right; width:100%'>Updates hourly. See <a href='https://gist.github.com/hrbrmstr/8949172'>this gist</a> and <a href='http://rud.is/b/2014/02/11/live-google-spreadsheet-for-keeping-track-of-sochi-medals/'>this blog post</a> for more info.<br/>Shiny hosting provided by <a href='http://dds.ec/'>Data Driven Security</a></div>") | |
) | |
)) |
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