diff --git a/vignettes/getting-started-hoopR.Rmd b/vignettes/getting-started-hoopR.Rmd
index 713e641d..d6c995bc 100644
--- a/vignettes/getting-started-hoopR.Rmd
+++ b/vignettes/getting-started-hoopR.Rmd
@@ -54,7 +54,7 @@ pacman::p_load(dplyr, zoo, ggimage, gt)
 
 ### **The Data**
 
-There are generally speaking **five** men's basketball data sources accessed from this package:
+There are generally speaking **six** men's basketball data sources accessed from this package:
 
 -   [`hoopR-data` repo](https://github.com/sportsdataverse/hoopR-data) [![Twitter Follow](https://img.shields.io/twitter/follow/sportsdataverse?color=blue&label=%40sportsdataverse&logo=twitter&style=for-the-badge)](https://twitter.com/sportsdataverse)
 -   [NBA Stats and Data API](https://stats.nba.com)
@@ -80,22 +80,23 @@ There are generally speaking **five** men's basketball data sources accessed fro
 ## **Quick Start**
 
 For the sake of your R session, we will only look at the previous 5 years of data, but I have indicated the years to which the data goes back to. 
-### **NBA play-by-plays (2002-2021) ~ 60-120 seconds**
+
+### **NBA play-by-plays (2002-`r hoopR::most_recent_nba_season()`) ~ 60-120 seconds**
 ```{r load_nba_pbp_gs, warning = FALSE}
 tictoc::tic()
 progressr::with_progress({
-  nba_pbp <- hoopR::load_nba_pbp(2016:2021)
+  nba_pbp <- hoopR::load_nba_pbp(2018:hoopR::most_recent_nba_season())
 })
 tictoc::toc()
 glue::glue("{nrow(nba_pbp)} rows of nba play-by-play data from {length(unique(nba_pbp$game_id))} games.")
 dplyr::glimpse(nba_pbp)
 ```
 
-### **NBA team box scores (2002-2021) ~ 5-30 seconds**
+### **NBA team box scores (2002-`r hoopR::most_recent_nba_season()`) ~ 5-30 seconds**
 ```{r load_nba_team_gs, warning = FALSE}
 tictoc::tic()
 progressr::with_progress({
-  nba_team_box <- hoopR::load_nba_team_box(2016:2021)
+  nba_team_box <- hoopR::load_nba_team_box(2018:hoopR::most_recent_nba_season())
 })
 
 tictoc::toc()
@@ -104,11 +105,11 @@ glue::glue("{nrow(nba_team_box)} rows of NBA team boxscore data from {length(uni
 dplyr::glimpse(nba_team_box)
 ```
 
-### **NBA player box scores (2002-2021) ~ 5-30 seconds**
+### **NBA player box scores (2002-`r hoopR::most_recent_nba_season()`) ~ 5-30 seconds**
 ```{r load_nba_player_gs, warning = FALSE}
 tictoc::tic()
 progressr::with_progress({
-  nba_player_box <- hoopR::load_nba_player_box(2016:2021)
+  nba_player_box <- hoopR::load_nba_player_box(2018:hoopR::most_recent_nba_season())
 })
 tictoc::toc()
 
@@ -117,36 +118,36 @@ dplyr::glimpse(nba_player_box)
 ```
 
 
-### **Men's college basketball play-by-plays (2006-2021) ~ 120-180 seconds**
+### **Men's college basketball play-by-plays (2006-`r hoopR::most_recent_mbb_season()`) ~ 120-180 seconds**
 
 ```{r load_mbb_pbp_gs, warning = FALSE}
 tictoc::tic()
 progressr::with_progress({
-  mbb_pbp <- hoopR::load_mbb_pbp(2016:2021)
+  mbb_pbp <- hoopR::load_mbb_pbp(2018:hoopR::most_recent_mbb_season())
 })
 tictoc::toc()
 glue::glue("{nrow(mbb_pbp)} rows of men's college basketball play-by-play data from {length(unique(mbb_pbp$game_id))} games.")
 dplyr::glimpse(mbb_pbp)
 ```
 
-### **Men's college basketball team box scores (2003-2021) ~ 5-30 seconds**
+### **Men's college basketball team box scores (2003-`r hoopR::most_recent_mbb_season()`) ~ 5-30 seconds**
 
 ```{r load_mbb_team_gs, warning = FALSE}
 tictoc::tic()
 progressr::with_progress({
-  mbb_team_box <- hoopR::load_mbb_team_box(2016:2021)
+  mbb_team_box <- hoopR::load_mbb_team_box(2018:hoopR::most_recent_mbb_season())
 })
 tictoc::toc()
 glue::glue("{nrow(mbb_team_box)} rows of men's college basketball team boxscore data from {length(unique(mbb_team_box$game_id))} games.")
 dplyr::glimpse(mbb_team_box)
 ```
 
-### **Men's college basketball player box scores (2003-2021) ~ 5-30 seconds**
+### **Men's college basketball player box scores (2003-`r hoopR::most_recent_mbb_season()`) ~ 5-30 seconds**
 
 ```{r load_mbb_player_gs, warning = FALSE}
 tictoc::tic()
 progressr::with_progress({
-  mbb_player_box <- hoopR::load_mbb_player_box(2016:2021)
+  mbb_player_box <- hoopR::load_mbb_player_box(2018:hoopR::most_recent_mbb_season())
 })
 tictoc::toc()
 
diff --git a/vignettes/kenpom-example-functions.Rmd b/vignettes/kenpom-example-functions.Rmd
index 221f32ce..0c4bb8df 100644
--- a/vignettes/kenpom-example-functions.Rmd
+++ b/vignettes/kenpom-example-functions.Rmd
@@ -26,9 +26,9 @@ height <- kp_height(min_year = 2020, max_year = 2020)
 
 teamstats <- kp_teamstats(min_year = 2020, max_year = 2020)
 
-playerstats <- kp_playerstats(metric = 'eFG', conf_only = FALSE, year=2020)
+playerstats <- kp_playerstats(metric = 'eFG', conf_only = FALSE, year = 2020)
 
-kpoy <- kp_kpoy(year=2020)
+kpoy <- kp_kpoy(year = 2020)
 
 ```
 
@@ -38,13 +38,13 @@ kpoy <- kp_kpoy(year=2020)
 
 
 #---- kp_team_tables.R -------------------
-team_sched <- kp_team_schedule(team = 'Florida St.', year= 2020)
+team_sched <- kp_team_schedule(team = 'Florida St.', year = 2020)
 
-gameplan <- kp_gameplan(team='Florida St.', year=2020)
+gameplan <- kp_gameplan(team = 'Florida St.', year = 2020)
 
-opptracker <- kp_opptracker(team = 'Florida St.', year=2020)
+opptracker <- kp_opptracker(team = 'Florida St.', year = 2020)
 
-team_players <- kp_team_players(team = 'Florida St.', year= 2020)
+team_players <- kp_team_players(team = 'Florida St.', year = 2020)
 
 minutes_matrix <- kp_minutes_matrix(team = 'Florida St.', year = 2020)
 
@@ -54,9 +54,9 @@ team_player_stats1 <- team_player_stats[[1]]
 
 team_player_stats2 <- team_player_stats[[2]]
 
-team_depth_chart <- kp_team_depth_chart(team = 'Florida St.', year= 2020)
+team_depth_chart <- kp_team_depth_chart(team = 'Florida St.', year = 2020)
 
-team_lineups <- kp_team_lineups(team = 'Florida St.', year= 2020)
+team_lineups <- kp_team_lineups(team = 'Florida St.', year = 2020)
 
 ```
 
@@ -75,13 +75,13 @@ program_ratings <- kp_program_ratings()
 # there anymore at the moment for all years
 # records_team <- get_records_team(browser, team = 'Florida St.')
 
-pomeroy_archive_ratings <- kp_pomeroy_archive_ratings( date='2018-11-22')
+pomeroy_archive_ratings <- kp_pomeroy_archive_ratings(date = '2018-11-22')
 
-conf <- kp_conf(year='2020',conf='ACC')
+conf <- kp_conf(year = '2020',conf = 'ACC')
 
-conf_stats <- kp_confstats(year='2020')
+conf_stats <- kp_confstats(year = '2020')
 
-conf_history <- kp_confhistory(conf='ACC')
+conf_history <- kp_confhistory(conf = 'ACC')
 
 ```
 
@@ -92,18 +92,18 @@ conf_history <- kp_confhistory(conf='ACC')
 trends <- kp_trends()
 
 
-officials <- kp_officials(year= 2020)
+officials <- kp_officials(year = 2020)
 
 hca <- kp_hca()
 
 
-arenas <- kp_arenas(year=2020)
+arenas <- kp_arenas(year = 2020)
 
 
 
-game_attrs <- kp_game_attrs(year=2020, attr = "Excitement")
+game_attrs <- kp_game_attrs(year = 2020, attr = "Excitement")
 
-fanmatch <- kp_fanmatch(date="2020-03-10")
+fanmatch <- kp_fanmatch(date = "2020-03-10")
 
 
 ```