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app.R
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app.R
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#import required libraries
library(tidyverse)
library(htmlwidgets)
library(htmltools)
library(formattable)
library(sparkline)
library(shiny)
library(feather)
library(DT)
######################################################################################
#data not supplied for this example
######################################################################################
server <- function(input, output) {
#let users filter the table by month
output$month.filter <- renderUI ({
choices <- game_logs %>%
filter(Season == input$season_filter) %>%
mutate(Month = lubridate::month(Date)) %>%
mutate(Month = ifelse(Month == 1, 'January',
ifelse(Month == 2, 'February',
ifelse(Month == 3, 'March',
ifelse(Month == 4, 'April',
ifelse(Month == 5, 'May',
ifelse(Month == 6, 'May',
ifelse(Month == 10, 'October',
ifelse(Month == 11, 'November', 'December'))))))))) %>% select(Month)
pickerInput(
inputId = "month_filter",
label = p("Select Month(s):", style = "padding-right:100px"),
choices = choices$Month %>% unique(),
options = list(`actions-box` = TRUE, `selected-text-format` = "count > 3"),
selected = "March",
multiple = T)
})
# table
output$Table <- DT::renderDataTable({
weekLoad <- game_logs %>%
filter(Season == input$season_filter) %>%
filter(Team == input$team_filter) %>%
mutate(Month = lubridate::month(Date), Week = lubridate::week(Date)) %>%
mutate(Month = ifelse(Month == 1, 'January',
ifelse(Month == 2, 'February',
ifelse(Month == 3, 'March',
ifelse(Month == 4, 'April',
ifelse(Month == 5, 'May',
ifelse(Month == 10, 'October',
ifelse(Month == 11, 'November', 'December')))))))) %>%
filter(Month %in% input$month_filter) %>%
group_by(Team, Player) %>%
mutate(Date2 = lag(Date)) %>%
mutate(dates = Date - Date2) %>%
mutate(B2B = ifelse(is.na(dates), 0, ifelse(dates == 1, 1, 0))) %>%
summarise(Games = n(),
totalMins = sum(MINS),
M.Trend = spk_chr(MINS,
type = "line",
lineColor = "deeppink",
fillColor = "transparent",
minSpotColor = "skyblue",
maxSpotColor = "orangered",
spotColor = F,
chartRangeMinX = 1,
chartRangeMinX = 60,
normalRangeMin = mean(MINS)-(sd(MINS) * 0.5),
normalRangeMax = mean(MINS)+(sd(MINS) * 0.5),
chartRangeClip = T,
tooltipChartTitle = "Minutes Played"),
M.Dist = spk_chr(MINS,
type = "box",
lineColor="deeppink",
boxFillColor = "pink",
whiskerColor = "transparent",
outlierLineColor = "white",
outlierFillColor = "white",
medianColor = "deeppink",
minValue = 1,
maxValue = 60,
showOutliers = F,
tooltipChartTitle = "Minutes Distribution"),
totalLoad = sum(Load),
L.Trend = spk_chr(Load,
type = "line",
lineColor = "deeppink",
fillColor = "transparent",
minSpotColor = "skyblue",
maxSpotColor = "orangered",
spotColor = F,
chartRangeMinX = 0,
chartRangeMinX = 100,
normalRangeMin = mean(MINS)-(sd(MINS) * 0.5),
normalRangeMax = mean(MINS)+(sd(MINS) * 0.5),
chartRangeClip = T,
tooltipChartTitle = "Game Load"),
L.Dist = spk_chr(Load,
type = "box",
lineColor="deeppink",
boxFillColor = "pink",
whiskerColor = "transparent",
outlierLineColor = "white",
outlierFillColor = "white",
medianColor = "deeppink",
minValue = 0,
maxValue = 100,
showOutliers = F,
tooltipChartTitle = "Minutes Distribution"),
B2B = sum(B2B),
Participation = mean(Participation)) %>%
select(Team, Player, totalLoad, L.Trend, L.Dist, totalMins, M.Trend, M.Dist, Games, B2B) %>%
ungroup()
photo <- game_logs %>% distinct(Player, Photo)
logs <- df %>% mutate(Team = val) %>% select(-val, -img)
table <- full_join(weekLoad, photo, by = c("Player")) %>%
full_join(logs, by = c("Team")) %>%
na.omit() %>%
arrange(desc(totalLoad, totalMins, Games)) %>%
select(-Team) %>%
select(Photo, Player, totalLoad, L.Trend, L.Dist, totalMins, M.Trend, M.Dist, Games, B2B, Team = img2) %>%
mutate(Photo = paste('<img src =',' "', Photo,'" ', 'height="45"></img>', sep = ""))
table2 <- table %>% arrange(desc("totalLoad")) %>%
formattable::formattable(
list(
totalLoad = color_tile("white", "indianred"),
totalMins = color_tile("white", "indianred")
)
)
#creates final table to be displayed in the app
formattable::as.datatable(table2,
rownames = FALSE,
escape = F,
class = 'white-space: nowrap',
extensions = 'Responsive',
colnames = c("Photo", "Player", "Total Load", "Load Trend", "Load Dist", "Total Mins", "Mins Trend", "Mins Dist","Games", "B2B","Team"),
options = list(dom = 'tp',
pageLength = 100,
bSort=F,
drawCallback = htmlwidgets::JS('function(){debugger;HTMLWidgets.staticRender();}'),
columnDefs = list(
list(className = 'dt-center', targets = 0:9),
list(width = '150px', targets = c(1)),
list(width = '70px', targets = c(0)),
list(width = '70px', targets = c(2,3,4,5,6,7)),
list(width = '50px', targets = c(8,9)),
list(width = '200px', targets = c(10))
),
initComplete = htmlwidgets::JS(
"function(settings, json) {",
"$(this.api().table().header()).css({'background-color': '#17202a', 'color': 'ivory'});",
"}")
)) %>%
formatStyle('Team', backgroundColor = 'rgb(52,62,72)', color = "white") %>%
formatStyle('Photo', backgroundColor = 'rgb(52,62,72)', color = "white") %>%
formatStyle('Player', backgroundColor = 'rgb(52,62,72)', color = "white") %>%
formatStyle('totalLoad', backgroundColor = 'rgb(52,62,72)', color = "darkslategrey") %>%
formatStyle('L.Trend', backgroundColor = 'rgb(52,62,72)', color = "white") %>%
formatStyle('L.Dist', backgroundColor = 'rgb(52,62,72)', color = "white") %>%
formatStyle('totalMins', backgroundColor = 'rgb(52,62,72)', color = "darkslategrey") %>%
formatStyle('M.Trend', backgroundColor = 'rgb(52,62,72)', color = "white") %>%
formatStyle('M.Dist', backgroundColor = 'rgb(52,62,72)', color = "white") %>%
formatStyle('Games', backgroundColor = 'rgb(52,62,72)', color = "white") %>%
formatStyle('B2B', backgroundColor = 'rgb(52,62,72)', color = "white") %>%
formatStyle(c(2, 5, 8, 10), `border-right` = "solid 1px", `border-color` = "darkgrey")
})
}
# UI
ui <- fluidPage(
#this code helps align the team logos in the picker input and table to display them on the left of the text
tags$head(tags$style(".jhr{ display: inline;vertical-align: middle;padding-left: 10px;}")),
#bring in sparkline dependencies
getDependency('sparkline'),
br(),
fluidRow(
column(width = 2,
pickerInput(
inputId = "season_filter",
label = p("Select Season:", style = "padding-right:100px"),
choices = sche$Season %>% unique() %>% sort(),
selected = "2019-20",
choicesOpt = list(style = rep(("color: black; background: white"),30)),
multiple = F)
),
column(width = 2,
pickerInput(
inputId = "team_filter",
label = p("Select Team", style = "padding-right:100px"),
choices = df$val,
choicesOpt = list(style = rep(("color: black; background: white"),30), content = df$img),
multiple = F)
),
column(width = 2,
uiOutput("month.filter")
)
),
fluidRow(column(width = 12, DT::dataTableOutput("Table"))),
br()
)
shinyApp(ui = ui, server = server)