Added barplot for balance between teams
This commit is contained in:
parent
64ad86242b
commit
662e1bb737
4
.gitignore
vendored
Normal file
4
.gitignore
vendored
Normal file
@ -0,0 +1,4 @@
|
||||
.Rproj.user
|
||||
.Rhistory
|
||||
.RData
|
||||
.Ruserdata
|
24
Data/Loader.R
Normal file
24
Data/Loader.R
Normal file
@ -0,0 +1,24 @@
|
||||
# Functions
|
||||
get_winner_name <- function(match_row) {
|
||||
if(match_row["home_score"] > match_row["away_score"]) {
|
||||
return(match_row["home_team"])
|
||||
}
|
||||
else if(match_row["home_score"] < match_row["away_score"]) {
|
||||
return(match_row["away_team"])
|
||||
}
|
||||
else {
|
||||
return("Draw")
|
||||
}
|
||||
}
|
||||
|
||||
# Load data
|
||||
football_data <- as_tibble(read.csv("results.csv"))
|
||||
football_data_ext <- football_data %>%
|
||||
select(2:5) %>% mutate(winner = apply(., 1, get_winner_name))
|
||||
|
||||
# Prepare data
|
||||
home_teams <- football_data %>%
|
||||
select("home_team") %>% unique()
|
||||
|
||||
away_teams <- football_data %>%
|
||||
select("away_team") %>% unique()
|
38
Server/Results.R
Normal file
38
Server/Results.R
Normal file
@ -0,0 +1,38 @@
|
||||
# Functions
|
||||
getMatchesList <- function(first_team, second_team, football_data) {
|
||||
matches <- football_data %>%
|
||||
filter(home_team %in% c(first_team, second_team)
|
||||
& away_team %in% c(first_team, second_team))
|
||||
return(matches)
|
||||
}
|
||||
|
||||
getBalance <- function(football_data) {
|
||||
balance <- football_data %>%
|
||||
count(winner, sort = TRUE)
|
||||
return(balance)
|
||||
}
|
||||
|
||||
# Results with pagination
|
||||
resultsWithPagination <- function(input, output) {
|
||||
output$results_pagination <- DT::renderDataTable(
|
||||
getMatchesList(input$first_team, input$second_team, football_data),
|
||||
extensions = 'Buttons',
|
||||
options = list(
|
||||
lengthMenu = list(c(5, 10, -1), c('5', '10', 'All')),
|
||||
pageLength = 10,
|
||||
searching = FALSE
|
||||
)
|
||||
)
|
||||
}
|
||||
|
||||
# Balance
|
||||
balanceBetweenTeams <- function(input, output) {
|
||||
output$balance <- renderPlot({
|
||||
barplot(
|
||||
bal <- getBalance(getMatchesList(input$first_team, input$second_team, football_data_ext))$n,
|
||||
main = "Balance between teams",
|
||||
col = rainbow(3),
|
||||
names.arg = getBalance(getMatchesList(input$first_team, input$second_team, football_data_ext))$winner
|
||||
)
|
||||
})
|
||||
}
|
8
Server/main.R
Normal file
8
Server/main.R
Normal file
@ -0,0 +1,8 @@
|
||||
# Import files
|
||||
source("Server/Results.R")
|
||||
|
||||
# Server logic
|
||||
server <- function(input, output) {
|
||||
balanceBetweenTeams(input, output)
|
||||
resultsWithPagination(input, output)
|
||||
}
|
24
UI/main.R
Normal file
24
UI/main.R
Normal file
@ -0,0 +1,24 @@
|
||||
# UI
|
||||
ui <- fluidPage(
|
||||
|
||||
# Application title
|
||||
titlePanel("International football results 1872-2018"),
|
||||
|
||||
# Sidebar with a slider input for number of bins
|
||||
sidebarLayout(
|
||||
sidebarPanel(
|
||||
selectInput("first_team",
|
||||
"First team:",
|
||||
home_teams),
|
||||
selectInput("second_team",
|
||||
"Second team:",
|
||||
away_teams)
|
||||
),
|
||||
|
||||
# Show a plot of the generated distribution
|
||||
mainPanel(
|
||||
plotOutput("balance"),
|
||||
DT::dataTableOutput("results_pagination")
|
||||
)
|
||||
)
|
||||
)
|
75
app.R
75
app.R
@ -10,77 +10,10 @@
|
||||
library(shiny)
|
||||
library(dplyr)
|
||||
|
||||
# Functions
|
||||
get_matches_list <- function(first_team, second_team) {
|
||||
matches <- football_data %>%
|
||||
select(1:9) %>%
|
||||
filter(home_team %in% c(first_team, second_team)
|
||||
& away_team %in% c(first_team, second_team))
|
||||
return(matches)
|
||||
}
|
||||
|
||||
get_winner_name <- function(match_row) {
|
||||
if(match_row["home_score"] > match_row["away_score"]) {
|
||||
return(match_row["home_team"])
|
||||
}
|
||||
else if(match_row["home_score"] < match_row["away_score"]) {
|
||||
return(match_row["away_team"])
|
||||
}
|
||||
else {
|
||||
return("Draw")
|
||||
}
|
||||
}
|
||||
|
||||
# Load data
|
||||
football_data <- as_tibble(read.csv("results.csv"))
|
||||
football_data_ext <- football_data %>%
|
||||
select(2:5) %>% mutate(winner = apply(., 1, get_winner_name))
|
||||
|
||||
# Prepare data
|
||||
home_teams <- football_data %>%
|
||||
select("home_team") %>% unique()
|
||||
|
||||
away_teams <- football_data %>%
|
||||
select("away_team") %>% unique()
|
||||
|
||||
# UI
|
||||
ui <- fluidPage(
|
||||
|
||||
# Application title
|
||||
titlePanel("International football results 1872-2018"),
|
||||
|
||||
# Sidebar with a slider input for number of bins
|
||||
sidebarLayout(
|
||||
sidebarPanel(
|
||||
selectInput("first_team",
|
||||
"First team:",
|
||||
home_teams),
|
||||
selectInput("second_team",
|
||||
"Second team:",
|
||||
away_teams)
|
||||
),
|
||||
|
||||
# Show a plot of the generated distribution
|
||||
mainPanel(
|
||||
#plotOutput("balance"), TODO: balance plot (W:L:D)
|
||||
DT::dataTableOutput("results_pagination")
|
||||
)
|
||||
)
|
||||
)
|
||||
|
||||
# Server logic
|
||||
server <- function(input, output) {
|
||||
#output$balance <- renderPlot()
|
||||
output$results_pagination <- DT::renderDataTable(
|
||||
get_matches_list(input$first_team, input$second_team),
|
||||
extensions = 'Buttons',
|
||||
options = list(
|
||||
lengthMenu = list(c(5, 10, -1), c('5', '10', 'All')),
|
||||
pageLength = 10,
|
||||
searching = FALSE
|
||||
)
|
||||
)
|
||||
}
|
||||
# Load files
|
||||
source("Data/Loader.R")
|
||||
source("UI/main.R")
|
||||
source("Server/main.R")
|
||||
|
||||
# Run the application
|
||||
shinyApp(ui = ui, server = server)
|
||||
|
Loading…
Reference in New Issue
Block a user