Created
January 18, 2016 17:18
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Reddit Live Game Thread Swears by Fanbase Dashboard
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library(stattleshipR) | |
library(ggplot2) | |
library(dplyr) | |
library(shiny) | |
library(shinydashboard) | |
library(RCurl) | |
## get a free Stattleship API token from www.stattleship.com | |
set_token("stattleship-token") | |
league <- "nfl" | |
sport <- "football" | |
ep <- "game_logs" | |
shinyServer(function(session, input, output) { | |
getScore <- reactive({ | |
invalidateLater(120000, session) | |
q_body <- list(status = 'in_progress', interval_type='divisionalplayoffs') | |
games <- ss_get_result(sport=sport, league=league, ep=ep, query=q_body, version=1, verbose=TRUE, walk=FALSE) | |
#gl <- lapply(games, function(x) x$games) | |
g <- games[[1]]$games | |
away_score <- g$away_team_score | |
home_score <- g$home_team_score | |
return(data.frame(away=away_score, home=home_score)) | |
}) | |
getData <- reactive({ | |
invalidateLater(30000, session) | |
#q_body <- list(status = 'in_progress', interval_type='divisionalplayoffs') | |
#games <- ss_get_result(sport=sport, league=league, ep=ep, query=q_body, version=1, verbose=TRUE, walk=FALSE) | |
#gl <- lapply(games, function(x) x$games) | |
x<-getURL('https://s3.amazonaws.com/stattleship/comments.csv') | |
swears <- read.csv(text=x) | |
swears <- swears[match(unique(swears$ids), swears$ids),] | |
swears$date <- as.POSIXct(swears$date, origin = "1970-01-01") | |
## round to minute | |
swears$date <- strptime(format(round(swears$date, units="mins"), format="%Y-%m-%d %H:%M"), format='%Y-%m-%d %H:%M') | |
swears$date <- as.POSIXct(swears$date) | |
swears <- subset(swears, flairs == "Steelers" | flairs == "Broncos") | |
the_data <- summarise(group_by(swears, date, flairs), counts = length(flairs)) | |
return(the_data) | |
}) | |
getData2 <- reactive({ | |
invalidateLater(30000, session) | |
x<-getURL('https://s3.amazonaws.com/stattleship/comments.csv') | |
swears <- read.csv(text=x) | |
swears <- swears[match(unique(swears$ids), swears$ids),] | |
swears$date <- as.POSIXct(swears$date, origin = "1970-01-01") | |
## round to minute | |
swears$date <- strptime(format(round(swears$date, units="mins"), format="%Y-%m-%d %H:%M"), format='%Y-%m-%d %H:%M') | |
swears$date <- as.POSIXct(swears$date) | |
return(swears) | |
}) | |
output$plot1 <- renderPlot({ | |
the_data <- getData() | |
if(is.null(the_data)){ | |
return(plot(x=0,y=0, xlab='No anomalies detected, try another stat or player')) | |
} else{ | |
print(ggplot(the_data, aes(x=date, y=counts, colour=flairs)) + geom_line()) | |
} | |
}) | |
output$table1 <- renderTable({ | |
the_data <- getData2() | |
the_data <- data.frame(table(the_data$flairs)) | |
colnames(the_data) <- c("Team_Flair", "Comments") | |
the_data <- the_data[order(the_data$Comments, decreasing=TRUE),] | |
return(the_data) | |
}, include.rownames=FALSE) | |
output$table2 <- renderTable({ | |
the_data <- getScore() | |
return(the_data) | |
}, include.rownames=FALSE) | |
}) | |
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library(shiny) | |
library(shinydashboard) | |
dashboardPage( | |
dashboardHeader(title = "NFL Live Reddit Game Thread Swears by Fanbase", titleWidth = "580"), | |
dashboardSidebar( | |
sidebarMenu(id="menu1", a(img(src="logo.png", align="left", width="230px", class="nav_logo"), | |
href="http://www.stattleship.com", target="_blank") | |
)) | |
, | |
dashboardBody( | |
tags$head( | |
tags$link(rel = "stylesheet", type = "text/css", href = "app.css") | |
), | |
fluidRow( | |
plotOutput("plot1", height = 350), | |
column(6, tableOutput('table1')), | |
column(6, tableOutput('table2')) | |
)) | |
) |
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