Basic statistics and map POC
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@ -1,6 +1,3 @@
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getBalance(getMatchesList(input$first_team, input$second_team, football_data_ext))
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)
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runApp()
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runApp()
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runApp()
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runApp()
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runApp()
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runApp()
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runApp()
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@ -510,3 +507,6 @@ runApp()
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runApp()
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runApp()
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runApp()
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runApp()
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runApp()
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runApp()
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version()
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version
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packageVersion("shiny")
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@ -44,7 +44,7 @@ getBalanceForTeam <- function(football_data, team) {
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balance <- balance_full[(balance_full$winner %in% c(team, "Draw")),]
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balance <- balance_full[(balance_full$winner %in% c(team, "Draw")),]
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other_sum <- sum(balance_full[!(balance_full$winner %in% c(team, "Draw")),]$n)
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other_sum <- sum(balance_full[!(balance_full$winner %in% c(team, "Draw")),]$n)
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balance <- balance %>%
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balance <- balance %>%
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rbind(c("Other", other_sum))
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rbind(c("Loss", other_sum))
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balance <- balance %>%
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balance <- balance %>%
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mutate(n = as.numeric(as.character(n)))
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mutate(n = as.numeric(as.character(n)))
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return(balance)
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return(balance)
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9
Server/InteractiveMapStatistics.R
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9
Server/InteractiveMapStatistics.R
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#
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# Interactive Map Component
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#
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interactiveMapStatistics <- function(input, output) {
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output$interactive_world_map <- renderLeaflet(
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leaflet(World) %>% addTiles() %>% setView(-93.65, 42.0285, zoom = 17)
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)
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}
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@ -81,4 +81,11 @@ balancePercentage <- function(input, output) {
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y = cumsum(percentage) - percentage/2,
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y = cumsum(percentage) - percentage/2,
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label = percent(percentage)))
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label = percent(percentage)))
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})
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})
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}
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# Summary statistics
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summaryStatistics <- function(input, output) {
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output$summary_statistics <- renderTable(
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goalsScored(getFilteredResultsForTeam(input), input$team)
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)
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}
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}
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@ -5,15 +5,21 @@
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# Import files
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# Import files
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source("Server/Results.R")
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source("Server/Results.R")
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source("Server/DataProcessor.R")
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source("Server/DataProcessor.R")
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source("Server/SummaryStatistics.R")
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source("Server/InteractiveMapStatistics.R")
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# Server logic
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# Server logic
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server <- function(input, output) {
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server <- function(input, output) {
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# Tab 1
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# Tab 1
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balanceForTeamBarplot(input, output)
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balanceForTeamBarplot(input, output)
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matchesForTeam(input, output)
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matchesForTeam(input, output)
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summaryStatistics(input, output)
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# Tab 2
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# Tab 2
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balanceBetweenTeams(input, output)
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balanceBetweenTeams(input, output)
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balancePercentage(input, output)
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balancePercentage(input, output)
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resultsWithPagination(input, output)
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resultsWithPagination(input, output)
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# Tab 3
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interactiveMapStatistics(input, output)
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}
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}
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80
Server/SummaryStatistics.R
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80
Server/SummaryStatistics.R
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#
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# Summary statistics
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#
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# Sum
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goalsScored <- function(matches, team) {
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home_goals <- matches %>%
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filter(home_team == team) %>%
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select(home_score) %>% sum()
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away_goals <- matches %>%
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filter(away_team == team) %>%
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select(away_score) %>% sum()
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goals_scored <- tribble(
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~home_goals, ~away_goals, ~overall,
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home_goals, away_goals, home_goals + away_goals
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)
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return(goals_scored)
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}
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goalsLost <- function(matches, team) {
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home_goals <- matches %>%
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filter(home_team != team) %>%
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select(home_score) %>% sum()
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away_goals <- matches %>%
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filter(away_team != team) %>%
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select(away_score) %>% sum()
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goals_lost <- tribble(
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~home_goals, ~away_goals, ~overall,
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home_goals, away_goals, home_goals + away_goals
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)
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return(goals_scored)
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}
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matchesNumber <- function(matches, team) {
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home_matches <- matches %>%
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filter(home_team == team) %>% nrow()
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away_matches <- matches %>%
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filter(away_team == team) %>% nrow()
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matches_number <- tribble(
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~home_matches, ~away_matches, ~overall,
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home_matches, away_matches, home_matches + away_matches
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)
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return(matches_number)
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}
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# Mean
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avgGoalsScored <- function(matches, team) {
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goals_scored <- goalsScored(matches, team)
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matches_number <- matchesNumber(matches, team)
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avg_goals_scored <- tribble(
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~home_goals_avg, ~away_goals_avg, ~overall_avg,
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goals_scored$home_goals / matches_number$home_matches,
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goals_scored$away_goals / matches_number$away_matches,
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goals_scored$overall / matches_number$overall
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)
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return(avg_goals_scored)
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}
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avgGoalsLost <- function(matches, team) {
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goals_lost <- goalsLost(matches, team)
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matches_number <- matchesNumber(matches, team)
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avg_goals_lost <- tribble(
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~home_goals_avg, ~away_goals_avg, ~overall_avg,
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goals_lost$home_goals / matches_number$home_matches,
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goals_lost$away_goals / matches_number$away_matches,
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goals_lost$overall / matches_number$overall
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)
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return(avg_goals_lost)
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}
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@ -14,4 +14,4 @@ balanceComponent <- function(pieChartSize, barplotSize)
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)
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)
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)
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)
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)
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)
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}
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}
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12
UI/InteractiveMapComponent.R
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12
UI/InteractiveMapComponent.R
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#
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# Interactive map component
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#
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interactiveMapComponent <- function(rowSize)
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{
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fluidRow(
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column(rowSize,
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leafletOutput("interactive_world_map")
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)
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)
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}
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24
UI/UI.R
24
UI/UI.R
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# Import files
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# Import files
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source("UI/SidebarPanel.R")
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source("UI/SidebarPanel.R")
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source("UI/BalanceComponent.R")
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source("UI/BalanceComponent.R")
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source("UI/InteractiveMapComponent.R")
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# UI
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# UI
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ui <- navbarPage(
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ui <- navbarPage(
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@ -36,11 +37,13 @@ ui <- navbarPage(
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)
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)
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),
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),
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tabPanel(
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tabPanel(
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"Summary"
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"Summary",
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tableOutput("summary_statistics")
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),
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),
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tabPanel(
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tabPanel(
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"All matches",
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"All matches",
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DT::dataTableOutput("matches_for_team")
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dataTableOutput("matches_for_team")
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)
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)
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)
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)
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)
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)
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@ -71,5 +74,20 @@ ui <- navbarPage(
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),
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),
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# Tab 3
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# Tab 3
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tabPanel("World map")
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tabPanel("Overall",
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fluidRow(
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column(12,
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tabsetPanel(
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tabPanel(
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"Map",
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interactiveMapComponent(12)
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),
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tabPanel(
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"Summary"
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),
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tabPanel(
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"All matches"
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)
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))
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))
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)
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)
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6
app.R
6
app.R
@ -14,6 +14,9 @@ library(shinyWidgets)
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library(lubridate)
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library(lubridate)
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library(ggplot2)
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library(ggplot2)
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library(scales)
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library(scales)
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library(tmap)
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library(tmaptools)
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library(leaflet)
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# Load files
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# Load files
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source("Data/Loader.R")
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source("Data/Loader.R")
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@ -21,5 +24,4 @@ source("UI/UI.R")
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source("Server/Server.R")
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source("Server/Server.R")
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# Run the application
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# Run the application
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shinyApp(ui = ui, server = server)
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shinyApp(ui = ui, server = server)
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