Update app.R

app.R

@@ -1,4 +1,3 @@
-# Load required libraries
 library(shiny)
 library(plotly)
 library(gridlayout)
@@ -19,27 +18,9 @@ library(grid)
 library(gridExtra)
 library(png)
 library(xgboost)
-library(httr)
-library(magick)
-
 pdf(file = NULL)
 Sys.setenv(TZ='EST')
 
-# Helper functions
-download_and_process_image <- function(url) {
-  tryCatch({
-    temp_file <- tempfile(fileext = ".jpg")
-    download.file(url, temp_file, mode = "wb")
-    img <- image_read(temp_file)
-    png_file <- tempfile(fileext = ".png")
-    image_write(img, path = png_file, format = "png")
-    return(png_file)
-  }, error = function(e) {
-    warning(paste("Error processing image:", e$message))
-    return(NULL)
-  })
-}
-
 is_barrel <- function(df) {
   df$barrel <- with(df, ifelse(hit_angle <= 50 & hit_speed >= 97 & hit_speed * 1.5 - 
                                  hit_angle >= 117 & hit_speed + hit_angle >= 123, 1, 0))
@@ -47,7 +28,7 @@ is_barrel <- function(df) {
 }
 
 VAA <- function(milbtotal){
-  milbtotal <- milbtotal %>%
+  milbtotal <- milbtotal |>
     mutate(VAA = -atan((vz0+(az*(-sqrt((vy0*vy0)-(2*ay*(y0-(17/12))))-vy0)/
                                ay))/(-sqrt((vy0*vy0)-(2*ay*(y0-(17/12))))))*(180/pi))
 } 
@@ -56,9 +37,9 @@ pitcher_summary <- function(game_pk,date){
   gdate <- as.Date.character(date)
   gdate <- as.Date(gdate)
   tmilb <- mlb_pbp(game_pk)
-  tmilb <- tmilb %>%
+  tmilb <- tmilb |>
     filter(type == "pitch")
-  tmilb <- tmilb %>%
+  tmilb <- tmilb |>
     select(matchup.batter.fullName,matchup.batter.id,matchup.pitcher.fullName,
            matchup.pitcher.id,result.event,details.description,details.type.description,
            result.description,pitchData.startSpeed,pitchData.plateTime,pitchData.zone,
@@ -77,10 +58,10 @@ pitcher_summary <- function(game_pk,date){
                        "IVB","HB","hit_speed","hit_angle","hit_distance","inPlay",
                        "lastPitch","spinDirection","phand")
   tmilb <- is_barrel(tmilb)
-  tmilb <- tmilb %>%
+  tmilb <- tmilb |>
     mutate(is_strike_swinging = ifelse(description == "Swinging Strike" |
                                          description == "Foul Tip",TRUE,FALSE))
-  tmilb <- tmilb %>%
+  tmilb <- tmilb |>
     mutate(date = gdate)
   return(tmilb)
 }
@@ -123,46 +104,69 @@ pitch_plot <- function(game){
           axis.ticks.y=element_blank())
 }
 
-# Load models
-FB <- xgb.load('FB.model')
-Off <- xgb.load('Off.model')
-Break <- xgb.load('Break.model')
+# Assume FB.model, Off.model, and Break.model are already loaded in the environment
 
-calculate_VAA <- function(vz0, ay, az, vy0, y0) {
-  -atan((vz0+(az*(-sqrt((vy0*vy0)-(2*ay*(y0-(17/12))))-vy0)/
-                ay))/(-sqrt((vy0*vy0)-(2*ay*(y0-(17/12))))))*(180/pi)
+# Function to calculate VAA (Vertical Approach Angle)
+calculate_VAA <- function(vz0, ay, vy0, y0) {
+  -atan((vz0 + (ay * (-sqrt((vy0*vy0) - (2*ay*(y0-(17/12)))) - vy0) / ay)) / 
+          (-sqrt((vy0*vy0) - (2*ay*(y0-(17/12)))))) * (180/pi)
 }
 
+# Function to calculate EAA (Effective Approach Angle)
 calculate_EAA <- function(extension) {
   extension / 6.3
 }
 
+# Function to calculate SADiff (Spin Axis Differential)
 calculate_SADiff <- function(pfxX, pfxZ, spinDirection) {
+  # Calculate initial inSA
   inSA <- atan2(pfxZ, pfxX) * 180/pi + 90
+  
+  # Adjust inSA if it's negative
   inSA <- ifelse(inSA < 0, inSA + 360, inSA)
+  
+  # Calculate SADiff
   SADiff <- spinDirection - inSA
+  
+  # Adjust SADiff to be within -180 to 180 range
   SADiff <- ifelse(SADiff > 180, SADiff - 360, SADiff)
   SADiff <- ifelse(SADiff < -180, SADiff + 360, SADiff)
+  
   return(SADiff)
 }
 
+# Function to scale TimStuff
 scale_TimStuff <- function(raw_score, model_mean, model_sd) {
   scaled_score <- (raw_score - model_mean) / model_sd
   result <- 50 - (scaled_score * 10)
+  
+  # Add logging
+  # cat("Raw score:", raw_score, "\n")
+  # cat("Model mean:", model_mean, "\n")
+  # cat("Model SD:", model_sd, "\n")
+  # cat("Scaled score:", scaled_score, "\n")
+  # cat("Final result:", result, "\n")
+  
+  # Ensure the result is within a reasonable range
+  # result <- max(min(result, 100), 0)
+  
   return(result)
 }
-
+FB <- xgb.load('FB.model')
+Off <- xgb.load('Off.model')
+Break <- xgb.load('Break.model')
+# Modify the summary_table function
 summary_table <- function(game) {
   rows <- nrow(game)
-  sumtable <- game %>%
+  sumtable <- game |>
     mutate(
-      VAA = calculate_VAA(vz0, ay,az, vy0, y0),
+      VAA = calculate_VAA(vz0, ay, vy0, y0),
       EAA = calculate_EAA(extension),
       SADiff = calculate_SADiff(pfxX, pfxZ,spinDirection)
-    ) %>%
+    ) |>
     mutate(team_fielding_id = ifelse(description == "Called Strike" |
                                        description == "Swinging Strike" |
-                                       description == "Swinging Strike (Blocked)", 1, 0)) %>%
+                                       description == "Swinging Strike (Blocked)", 1, 0)) |>
     mutate(swing = ifelse(description == "Foul" |
                             description == "Foul Pitchout" |
                             description == "In play, no out" |
@@ -170,10 +174,10 @@ summary_table <- function(game) {
                             description == "In play, run(s)" | 
                             description == "Swinging Strike" | 
                             description == "swinging Strike (Blocked)" |
-                            description == "Foul Tip", 1, 0)) %>%
-    mutate(is_strike_swinging = ifelse(is_strike_swinging == TRUE, 1, 0)) %>%
-    mutate(Pitch = pitch_name) %>%
-    rowwise() %>%
+                            description == "Foul Tip", 1, 0)) |>
+    mutate(is_strike_swinging = ifelse(is_strike_swinging == TRUE, 1, 0)) |>
+    mutate(Pitch = pitch_name) |>
+    rowwise() |>
     mutate(TimStuff = if (phand == 'L') {
       case_when(
         Pitch %in% c("Four-Seam Fastball", "Sinker", "Cutter", "Fastball") ~ 
@@ -212,8 +216,8 @@ summary_table <- function(game) {
                                 -0.004822031, 0.007912765)),
         TRUE ~ NA_real_
       )
-    }) %>%
-    group_by(Pitch) %>%
+    }) |>
+    group_by(Pitch) |>
     summarize(
       Pitches = n(),
       'Pitch%' = round(sum(Pitches)/sum(rows) * 100, digits = 1),
@@ -223,34 +227,39 @@ summary_table <- function(game) {
       'IVB' = round(mean(IVB, na.rm = TRUE), digits = 1),
       'HB' = round(mean(HB, na.rm = TRUE), digits = 1),
       'VAA' = round(mean(VAA, na.rm = TRUE), digits = 1),
+      # 'EAA' = round(mean(EAA, na.rm = TRUE), digits = 2),
+      # 'x0' = round(mean(x0, na.rm = TRUE), digits = 2),
+      # 'z0' = round(mean(z0, na.rm = TRUE), digits = 2),
+      # 'SADiff' = round(mean(SADiff, na.rm = TRUE), digits = 2),
       'CSW%' = round(sum(team_fielding_id, na.rm = TRUE) / sum(!is.na(team_fielding_id)) * 100, digits = 1),
       'Whiff%' = round(sum(is_strike_swinging, na.rm = TRUE) / sum(swing, na.rm = TRUE) * 100, digits = 1),
       'TimStuff' = round(mean(TimStuff, na.rm = TRUE), digits = 0)
-    ) %>%
+    ) |>
     arrange(-Pitches)
   
   return(sumtable)
 }
 
-# Initialize schedule data
+# The rest of your code remains the same
+
 mlbid <- mlb_schedule(season = 2024, level_ids = "1")
-mlbteamH <- mlbid %>%
+mlbteamH <- mlbid |>
   select(teams_home_team_name)
 mlbteamH <- distinct(mlbteamH)
-mlbteamA <- mlbid %>%
+mlbteamA <- mlbid |>
   select(teams_away_team_name)
 mlbteamA <- distinct(mlbteamA)
 
 aaaid <- mlb_schedule(season = 2024, level_ids = "11")
-aaateamH <- aaaid %>%
+aaateamH <- aaaid |>
   select(teams_home_team_name)
 aaateamH <- distinct(aaateamH)
-aaateamA <- aaaid %>%
+aaateamA <- aaaid |>
   select(teams_away_team_name)
 aaateamA <- distinct(aaateamA)
 
 fslid <- mlb_schedule(season = 2024, level_ids = "14")
-fslid <- fslid %>%
+fslid <- fslid |>
   filter(teams_home_team_name == "Daytona Tortugas" |
            teams_home_team_name == "Jupiter Hammerheads" |
            teams_home_team_name == "Palm Beach Cardinals" |
@@ -261,22 +270,21 @@ fslid <- fslid %>%
            teams_home_team_name == "Fort Myers Mighty Mussels" |
            teams_home_team_name == "Lakeland Flying Tigers" |
            teams_home_team_name == "Tampa Tarpons")
-fslteamH <- fslid %>%
+fslteamH <- fslid |>
   select(teams_home_team_name)
 fslteamH <- distinct(fslteamH)
-fslteamA <- fslid %>%
+fslteamA <- fslid |>
   select(teams_away_team_name)
 fslteamA <- distinct(fslteamA)
 
 sbid <- mlb_schedule(season = 2024, level_ids = "22")
-sbteamH <- sbid %>%
+sbteamH <- sbid |>
   select(teams_home_team_name)
 sbteamH <- distinct(sbteamH)
-sbteamA <- sbid %>%
+sbteamA <- sbid |>
   select(teams_away_team_name)
 sbteamA <- distinct(sbteamA)
 
-# UI Definition
 ui <- fluidPage(
   tags$head(
     tags$style(HTML("
@@ -301,6 +309,7 @@ ui <- fluidPage(
       actionButton("update", "Find Pitcher", icon("magnifying-glass"),
                    style = "color: #FFFFFF; background-color: #0077B6; width: 100%;"),
       selectizeInput("pitcher", "Pitcher Name:", c(" ")),
+      #selectizeInput("league", "MLB or MiLB Photo", c("MLB", "MiLB")),
       textInput("title", "Card Title"),
       actionButton("update1", "Make Card", icon("plus"),
                    style = "color: #FFFFFF; background-color: #0077B6; width: 100%;"),
@@ -311,6 +320,7 @@ ui <- fluidPage(
     )
   )
 )
+
 server <- function(input, output, session) {
   observeEvent(input$level, {
     if(input$level == "AAA"){
@@ -332,162 +342,156 @@ server <- function(input, output, session) {
   })
   
   observeEvent(input$update, {
-    tryCatch({
-      if(input$level == "AAA"){
-        pname <- aaaid %>%
-          filter(date == input$date) %>%
-          filter(teams_home_team_name == input$homeT) %>%
-          filter(teams_away_team_name == input$awayT) %>%
-          filter(game_number == input$gamenum)
-        pname <- pitcher_summary(pname[,6],input$date)
-      }
-      if(input$level == "FSL"){
-        pname <- fslid %>%
-          filter(date == input$date) %>%
-          filter(teams_home_team_name == input$homeT) %>%
-          filter(teams_away_team_name == input$awayT) %>%
-          filter(game_number == input$gamenum)
-        pname <- pitcher_summary(pname[,6],input$date)
-      }
-      if(input$level == "MLB"){
-        pname <- mlbid %>%
-          filter(date == as.character.Date(input$date)) %>%
-          filter(teams_home_team_name == input$homeT) %>%
-          filter(teams_away_team_name == input$awayT) %>%
-          filter(game_number == input$gamenum)
-        pname <- pitcher_summary(pname[,6],input$date)
-      }
-      if(input$level == "College (Statcast Parks Only)"){
-        pname <- sbid %>%
-          filter(date == input$date) %>%
-          filter(teams_home_team_name == input$homeT) %>%
-          filter(teams_away_team_name == input$awayT) %>%
-          filter(game_number == input$gamenum)
-        pname <- pitcher_summary(pname[,6],input$date)
-      }
-      
-      if(nrow(pname) == 0) {
-        showNotification("No pitchers found for the selected game.", type = "warning")
-      } else {
-        updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:",choices =  pname[,3])
-      }
-    }, error = function(e) {
-      showNotification(paste("Error finding pitchers:", e$message), type = "error")
-    })
+    if(input$level == "AAA"){
+      pname <- aaaid |>
+        filter(date == input$date) |>
+        filter(teams_home_team_name == input$homeT) |>
+        filter(teams_away_team_name == input$awayT) |>
+        filter(game_number == input$gamenum)
+      pname <- tryCatch({pitcher_summary(pname[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
+      updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:",choices =  pname[,3])
+    }
+    if(input$level == "FSL"){
+      pname <- fslid |>
+        filter(date == input$date) |>
+        filter(teams_home_team_name == input$homeT) |>
+        filter(teams_away_team_name == input$awayT) |>
+        filter(game_number == input$gamenum)
+      pname <- tryCatch({pitcher_summary(pname[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
+      updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:",choices =  pname[,3])
+    }
+    if(input$level == "MLB"){
+      pname <- mlbid |>
+        filter(date == as.character.Date(input$date)) |>
+        filter(teams_home_team_name == input$homeT) |>
+        filter(teams_away_team_name == input$awayT) |>
+        filter(game_number == input$gamenum)
+      pname <- tryCatch({pitcher_summary(pname[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
+      updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:",choices =  pname[,3])
+    }
+    if(input$level == "College (Statcast Parks Only)"){
+      pname <- sbid |>
+        filter(date == input$date) |>
+        filter(teams_home_team_name == input$homeT) |>
+        filter(teams_away_team_name == input$awayT) |>
+        filter(game_number == input$gamenum)
+      pname <- tryCatch({pitcher_summary(pname[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
+      updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:",choices =  pname[,3])
+    }
   })
   
   combinedPlot <- reactiveVal()
   observeEvent(input$update1, {
+    if(input$level == "MLB"){
+      id <- mlbid |>
+        filter(date == as.character.Date(input$date)) |>
+        filter(teams_home_team_name == input$homeT) |>
+        filter(teams_away_team_name == input$awayT) |>
+        filter(game_number == input$gamenum)
+      game <- tryCatch({pitcher_summary(id[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
+      game <- game |>
+        filter(`Pitcher Name`  == input$pitcher)
+      id <- as.character(game[1,4])
+    }
+    if(input$level == "FSL"){
+      id <- fslid |>
+        filter(date == as.character.Date(input$date)) |>
+        filter(teams_home_team_name == input$homeT) |>
+        filter(teams_away_team_name == input$awayT) |>
+        filter(game_number == input$gamenum)
+      game <- tryCatch({pitcher_summary(id[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
+      game <- game |>
+        filter(`Pitcher Name`  == input$pitcher)
+      id <- as.character(game[1,4])
+    }
+    if(input$level == "AAA"){
+      id <- aaaid |>
+        filter(date == as.character.Date(input$date)) |>
+        filter(teams_home_team_name == input$homeT) |>
+        filter(teams_away_team_name == input$awayT) |>
+        filter(game_number == input$gamenum)
+      game <- tryCatch({pitcher_summary(id[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
+      game <- game |>
+        filter(`Pitcher Name`  == input$pitcher)
+      id <- as.character(game[1,4])
+    }
+    if(input$level == "College (Statcast Parks Only)"){
+      id <- sbid |>
+        filter(date == as.character.Date(input$date)) |>
+        filter(teams_home_team_name == input$homeT) |>
+        filter(teams_away_team_name == input$awayT) |>
+        filter(game_number == input$gamenum)
+      game <- tryCatch({pitcher_summary(id[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
+      game <- game |>
+        filter(`Pitcher Name`  == input$pitcher)
+      id <- as.character(game[1,4])
+    }
+    
+    break_plot <- break_plot(game)
+    pitch_plot <- pitch_plot(game)
+    
+    # Create table plot
+    # Update the tableGrob in the observeEvent(input$update1, {...}) block
+    table_plot <- tableGrob(summary_table(game), theme = ttheme_default(
+      core = list(fg_params = list(cex = 1.7)),
+      colhead = list(fg_params = list(cex = 1.2)),
+      rowhead = list(fg_params = list(cex = 2.5))))
+    table_plot$widths[[1]] <- unit(0, "cm")
+    
+    # Find the text grobs in the first column
+    text_grobs <- which(sapply(table_plot$grobs, function(g) {
+      g$name == "core-fg-1" && inherits(g$children[[1]], "text")
+    }))
+    
+    # Remove the numbers from these text grobs
+    for (i in text_grobs) {
+      text <- table_plot$grobs[[i]]$children[[1]]$label
+      table_plot$grobs[[i]]$children[[1]]$label <- sub("^\\d+\\s*", "", text)
+    }
+    
+    # Draw the modified table
+    grid.newpage()
+    grid.draw(table_plot)
+    # Download and process image
+    # if(input$league == "MLB"){
+    #   y <- paste("https://midfield.mlbstatic.com/v1/people/","/mlb/300?circle=false",sep = id)
+    # } else {
+    #   y <- paste("https://midfield.mlbstatic.com/v1/people/","/milb/300?circle=false",sep = id)
+    # }
     tryCatch({
-      if(input$level == "MLB"){
-        id <- mlbid %>%
-          filter(date == as.character.Date(input$date)) %>%
-          filter(teams_home_team_name == input$homeT) %>%
-          filter(teams_away_team_name == input$awayT) %>%
-          filter(game_number == input$gamenum)
-        game <- pitcher_summary(id[,6],input$date)
-        game <- game %>%
-          filter(`Pitcher Name`  == input$pitcher)
-        id <- as.character(game[1,4])
-      }
-      if(input$level == "FSL"){
-        id <- fslid %>%
-          filter(date == as.character.Date(input$date)) %>%
-          filter(teams_home_team_name == input$homeT) %>%
-          filter(teams_away_team_name == input$awayT) %>%
-          filter(game_number == input$gamenum)
-        game <- pitcher_summary(id[,6],input$date)
-        game <- game %>%
-          filter(`Pitcher Name`  == input$pitcher)
-        id <- as.character(game[1,4])
-      }
-      if(input$level == "AAA"){
-        id <- aaaid %>%
-          filter(date == as.character.Date(input$date)) %>%
-          filter(teams_home_team_name == input$homeT) %>%
-          filter(teams_away_team_name == input$awayT) %>%
-          filter(game_number == input$gamenum)
-        game <- pitcher_summary(id[,6],input$date)
-        game <- game %>%
-          filter(`Pitcher Name`  == input$pitcher)
-        id <- as.character(game[1,4])
-      }
-      if(input$level == "College (Statcast Parks Only)"){
-        id <- sbid %>%
-          filter(date == as.character.Date(input$date)) %>%
-          filter(teams_home_team_name == input$homeT) %>%
-          filter(teams_away_team_name == input$awayT) %>%
-          filter(game_number == input$gamenum)
-        game <- pitcher_summary(id[,6],input$date)
-        game <- game %>%
-          filter(`Pitcher Name`  == input$pitcher)
-        id <- as.character(game[1,4])
-      }
-      
-      if(nrow(game) == 0) {
-        showNotification("No data available for the selected pitcher.", type = "warning")
-        return()
-      }
-      
-      break_plot <- break_plot(game)
-      pitch_plot <- pitch_plot(game)
-      
-      table_plot <- tableGrob(summary_table(game), theme = ttheme_default(
-        core = list(fg_params = list(cex = 1.7)),
-        colhead = list(fg_params = list(cex = 1.2)),
-        rowhead = list(fg_params = list(cex = 2.5))))
-      table_plot$widths[[1]] <- unit(0, "cm")
-      
-      text_grobs <- which(sapply(table_plot$grobs, function(g) {
-        g$name == "core-fg-1" && inherits(g$children[[1]], "text")
-      }))
-      
-      for (i in text_grobs) {
-        text <- table_plot$grobs[[i]]$children[[1]]$label
-        table_plot$grobs[[i]]$children[[1]]$label <- sub("^\\d+\\s*", "", text)
-      }
-      
-      grid.newpage()
-      grid.draw(table_plot)
-      
-      mlb_url <- paste0("https://midfield.mlbstatic.com/v1/people/", id, "/mlb/300?circle=false")
-      milb_url <- paste0("https://midfield.mlbstatic.com/v1/people/", id, "/milb/300?circle=false")
-      
-      img_file <- tryCatch({
-        download_and_process_image(mlb_url)
+      # Try MLB URL first
+      y <- paste0("https://midfield.mlbstatic.com/v1/people/", id, "/mlb/300?circle=false")
+      # Attempt to use the URL (replace this with your actual usage code)
+      # For example: response <- httr::GET(y)
+      # If it succeeds, it will use this URL
+    }, error = function(e) {
+      # If MLB URL fails, try MiLB URL
+      tryCatch({
+        y <- paste0("https://midfield.mlbstatic.com/v1/people/", id, "/milb/300?circle=false")
+        # Attempt to use the MiLB URL
+        # For example: response <- httr::GET(y)
       }, error = function(e) {
-        NULL
+        # If both fail, you can handle it here
+        stop("Both MLB and MiLB URLs failed")
       })
-      
-      if (is.null(img_file)) {
-        img_file <- tryCatch({
-          download_and_process_image(milb_url)
-        }, error = function(e) {
-          NULL
-        })
-      }
-      
-      if (!is.null(img_file)) {
-        img <- readPNG(img_file)
-        img_grob <- rasterGrob(img, interpolate = TRUE)
-      } else {
-        img_grob <- textGrob("Image not available", gp = gpar(col = "red", fontsize = 20))
-      }
-      
-      combined <- grid.arrange(
-        arrangeGrob(table_plot, img_grob, ncol = 2, widths = c(2/3, 1/3)),
-        arrangeGrob(break_plot, pitch_plot, ncol = 2),
-        nrow = 2,
-        top = textGrob(paste(input$title, "Made by @TimStats", sep = " "), gp = gpar(fontsize = 20, font = 2))
-      )
-      
-      combinedPlot(combined)
-      
-      output$combinedPlot <- renderPlot({
-        grid.draw(combinedPlot())
-      })
-    }, error = function(e) {
-      showNotification(paste("Error generating card:", e$message), type = "error")
+    })
+    photo <- tempfile()
+    download.file(y, photo, mode = 'wb')
+    img <- readPNG(photo)
+    img_grob <- rasterGrob(img, interpolate = TRUE)
+    
+    # Combine all elements into one plot
+    combined <- grid.arrange(
+      arrangeGrob(table_plot, img_grob, ncol = 2, widths = c(2/3, 1/3)),
+      arrangeGrob(break_plot, pitch_plot, ncol = 2),
+      nrow = 2,
+      top = textGrob(paste(input$title, "Made by @TimStats", sep = " "), gp = gpar(fontsize = 20, font = 2))
+    )
+    
+    combinedPlot(combined)
+    
+    output$combinedPlot <- renderPlot({
+      grid.draw(combinedPlot())
     })
   })
   
@@ -496,9 +500,10 @@ server <- function(input, output, session) {
       paste("baseball_card_", Sys.Date(), ".png", sep = "")
     },
     content = function(file) {
-      ggsave(file, plot = combinedPlot(), width = 18, height = 12, dpi = 300)
+      ggsave(file, plot = combinedPlot(), width = 19, height = 12, dpi = 300)
     }
   )
 }
 
+
 shinyApp(ui, server)