Update app.R

app.R

@@ -832,28 +832,28 @@ game_date <- if ("Date" %in% names(df)) {
   
   top_ev <- df %>%
     filter(!is.na(ExitSpeed), !is.na(Batter)) %>%
-    group_by(Batter, BatterTeam) %>%
-    summarise(MaxEV = max(ExitSpeed, na.rm = TRUE), .groups = "drop") %>%
-    arrange(desc(MaxEV)) %>%
+    select(Batter, BatterTeam, ExitSpeed) %>%
+    arrange(desc(ExitSpeed)) %>%
     head(5) %>%
+    rename(MaxEV = ExitSpeed) %>%
     mutate(Batter = sapply(Batter, format_name),
            Logo = sapply(BatterTeam, get_logo))
   
   top_dist <- df %>%
     filter(!is.na(Distance), !is.na(Batter), Distance > 0) %>%
-    group_by(Batter, BatterTeam) %>%
-    summarise(MaxDist = max(Distance, na.rm = TRUE), .groups = "drop") %>%
-    arrange(desc(MaxDist)) %>%
+    select(Batter, BatterTeam, Distance) %>%
+    arrange(desc(Distance)) %>%
     head(5) %>%
+    rename(MaxDist = Distance) %>%
     mutate(Batter = sapply(Batter, format_name),
            Logo = sapply(BatterTeam, get_logo))
   
   top_velo <- df %>%
     filter(!is.na(RelSpeed), !is.na(Pitcher)) %>%
-    group_by(Pitcher, PitcherTeam) %>%
-    summarise(MaxVelo = max(RelSpeed, na.rm = TRUE), .groups = "drop") %>%
-    arrange(desc(MaxVelo)) %>%
+    select(Pitcher, PitcherTeam, RelSpeed) %>%
+    arrange(desc(RelSpeed)) %>%
     head(5) %>%
+    rename(MaxVelo = RelSpeed) %>%
     mutate(Pitcher = sapply(Pitcher, format_name),
            Logo = sapply(PitcherTeam, get_logo))
   
@@ -1028,7 +1028,7 @@ create_postgame_pdf <- function(game_df, player_name, output_file, bio_data = NU
   # Updated draw function with bat tracking support
   draw_pitch_table <- function(df, y_top, row_height = 0.0135, cex = 0.58, include_bat_tracking = FALSE) {
     if (include_bat_tracking) {
-      # Headers with bat tracking: #, Inn, Pitcher, Count, Pitch, Velo, IVB, HB, VAA, Event, EV, LA, Dist, BatSpd, AA, HAA
+      # Headers with bat tracking: #, Inn, Pitcher, Count, Pitch, Velo, IVB, HB, VAA, Event, EV, LA, Dist, BatSpd, VBA, HBA
       headers <- c("#", "Inn", "Pitcher", "Count", "Pitch", "Velo", "IVB", "HB", "VAA", "Event", "EV", "LA", "Dist", "BatSpd", "VBA", "HBA")
       widths  <- c(0.025, 0.03, 0.12, 0.04, 0.065, 0.04, 0.04, 0.04, 0.04, 0.065, 0.035, 0.035, 0.04, 0.045, 0.04, 0.04)
     } else {
@@ -1069,7 +1069,7 @@ create_postgame_pdf <- function(game_df, player_name, output_file, bio_data = NU
           ifelse(is.na(df$Dist[r]), "-", df$Dist[r]),
           ifelse(is.na(df$BatSpd[r]), "-", df$BatSpd[r]),
           ifelse(is.na(df$VBA[r]), "-", df$VBA[r]),
-          ifelse(is.na(df$V+HBA[r]), "-", df$HBA[r])
+          ifelse(is.na(df$HBA[r]), "-", df$HBA[r])
         )
       } else {
         row_vals <- c(