NBA Players

Second Rounders and Undrafted Players

nbaplayers %>%
  filter(draft_round %in% c("2", "Undrafted")) %>%
  aggregate(gp ~ draft_round, data = ., mean) %>%
  ggplot(aes(draft_round, gp)) +
  geom_bar(stat = "identity") +
  labs(
    title = "Average Games Played by Draft Position",
    x = "Second Round or Undrafted",
    y = "Average Games Played in Career"
  )

Exploratory Analysis

The average amount of games played in a season by players drafted in the second round and undrafted. On average, second round players are playing more games in a season than those who went undrafted.