Created
May 14, 2021 13:17
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sample shiny app
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library(shiny) | |
library(readr) | |
library(dplyr) | |
library(ggplot2) | |
sc_pitcher_2019 <- read_delim( | |
"https://raw.githubusercontent.com/bayesball/ShinyBaseball/main/data/sc_pitcher_2019.txt", | |
delim = " ") | |
ui <- fluidPage( | |
column(4, wellPanel( | |
textInput(inputId = "pid", | |
label = "Pitcher MLBAM Id:", | |
value = "605400"), | |
checkboxGroupInput(inputId = "pitch_type", | |
label = "Pitch Type:", | |
choices = c("CH", "CU", "EP", "FC", | |
"FF", "FO", "FS", "FT", | |
"KC", "KN", "SI", "SL"), | |
selected = "FF", | |
inline = TRUE), | |
checkboxGroupInput(inputId = "count", | |
label = "Count:", | |
choices = c("0-0", "1-0", "0-1", "2-0", | |
"1-1", "0-2", "3-0", "2-1", "1-2", | |
"3-1", "2-2", "3-2"), | |
selected = "0-0", | |
inline = TRUE) | |
)), | |
column(8, | |
plotOutput( | |
outputId = "plot", | |
height = '540px') | |
) | |
) | |
server <- function(input, output, session) { | |
output$plot <- renderPlot({ | |
req(length(input$count) > 0 & | |
nchar(input$pid) > 0 & | |
length(input$pitch_type) > 0) | |
add_zone <- function(color = "black"){ | |
topKzone <- 3.5 | |
botKzone <- 1.6 | |
inKzone <- -0.85 | |
outKzone <- 0.85 | |
kZone <- data.frame( | |
x=c(inKzone, inKzone, outKzone, outKzone, inKzone), | |
y=c(botKzone, topKzone, topKzone, botKzone, botKzone) | |
) | |
geom_path(aes(.data$x, .data$y), | |
data=kZone, lwd = 1, color = color) | |
} | |
sc_new <- filter(sc_pitcher_2019, | |
Count %in% input$count, | |
pitch_type %in% input$pitch_type, | |
pitcher == as.numeric(input$pid)) | |
ggplot() + | |
geom_point(data = sc_new, | |
aes(plate_x, plate_z), | |
size = 0.8, color = "red") + | |
add_zone() + | |
coord_equal() + | |
xlim(-2.5, 2.5) + | |
ylim(0, 5) + | |
facet_grid(Count ~ pitch_type) + | |
labs(title = paste("2019 Pitcher", input$pid)) | |
}, res = 96) | |
} | |
shinyApp(ui = ui, server = server) |
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