diff --git a/R/app_version.R b/R/app_version.R
index 8994287..9938e10 100644
--- a/R/app_version.R
+++ b/R/app_version.R
@@ -1 +1 @@
-app_version <- function()'Version: 25.4.1.250403_1309'
+app_version <- function()'Version: 25.4.1.250403_1409'
diff --git a/R/correlations-module.R b/R/correlations-module.R
index fd7c282..adfd0ae 100644
--- a/R/correlations-module.R
+++ b/R/correlations-module.R
@@ -128,7 +128,7 @@ sentence_paste <- function(data, and.str = "and") {
   } else if (length(data) == 2) {
     paste(data, collapse = glue::glue(" {and.str} "))
   } else if (length(data) > 2) {
-    paste(paste(data[-length(data)], collapse = ", "), data[length(data)], collapse = glue::glue(" {and.str} "))
+    paste(paste(data[-length(data)], collapse = ", "), data[length(data)], sep = glue::glue(" {and.str} "))
   }
 }
 
diff --git a/inst/apps/FreesearchR/app.R b/inst/apps/FreesearchR/app.R
index 2684ed6..60e0bea 100644
--- a/inst/apps/FreesearchR/app.R
+++ b/inst/apps/FreesearchR/app.R
@@ -10,7 +10,7 @@
 #### Current file: /Users/au301842/FreesearchR/R//app_version.R 
 ########
 
-app_version <- function()'Version: 25.4.1.250403_1309'
+app_version <- function()'Version: 25.4.1.250403_1409'
 
 
 ########
@@ -287,7 +287,7 @@ sentence_paste <- function(data, and.str = "and") {
   } else if (length(data) == 2) {
     paste(data, collapse = glue::glue(" {and.str} "))
   } else if (length(data) > 2) {
-    paste(paste(data[-length(data)], collapse = ", "), data[length(data)], collapse = glue::glue(" {and.str} "))
+    paste(paste(data[-length(data)], collapse = ", "), data[length(data)], sep = glue::glue(" {and.str} "))
   }
 }
 
diff --git a/inst/apps/FreesearchR/rsconnect/shinyapps.io/agdamsbo/freesearcheR.dcf b/inst/apps/FreesearchR/rsconnect/shinyapps.io/agdamsbo/freesearcheR.dcf
index b93efe5..1950a32 100644
--- a/inst/apps/FreesearchR/rsconnect/shinyapps.io/agdamsbo/freesearcheR.dcf
+++ b/inst/apps/FreesearchR/rsconnect/shinyapps.io/agdamsbo/freesearcheR.dcf
@@ -5,6 +5,6 @@ account: agdamsbo
 server: shinyapps.io
 hostUrl: https://api.shinyapps.io/v1
 appId: 13611288
-bundleId: 10047791
+bundleId: 10049531
 url: https://agdamsbo.shinyapps.io/freesearcheR/
 version: 1
diff --git a/vignettes/FreesearchR.Rmd b/vignettes/FreesearchR.Rmd
index 86ea6ec..9f9a343 100644
--- a/vignettes/FreesearchR.Rmd
+++ b/vignettes/FreesearchR.Rmd
@@ -9,6 +9,7 @@ vignette: >
 
 ```{r setup, include=FALSE}
 knitr::opts_chunk$set(echo = TRUE,eval = FALSE)
+source(here::here("functions.R"))
 ```
 
 # Getting started with ***FreesearchR***
@@ -57,7 +58,25 @@ Currently several data file formats are supported for easy import (csv, txt, xls
 
 ## Visualise
 
-- Would be nice to have a table of possible plots, their description and data options
+Below are the available plot types listed.
+
+```{r echo = FALSE, eval = TRUE}
+c("continuous", "dichotomous", "ordinal", "categorical") |> 
+  lapply(\(.x){
+    dplyr::bind_cols(
+      dplyr::tibble("Data type"=.x),
+      supported_plots() |> 
+      lapply(\(.y){
+        if (.x %in% .y$primary.type){
+          .y[c("descr","note")]|> dplyr::bind_cols()
+        }
+})|> 
+  dplyr::bind_rows() |> 
+  setNames(c("Plot type","Description")))
+  }) |> 
+  dplyr::bind_rows() |> 
+  toastui::datagrid(filters=TRUE,theme="striped")
+```
 
 
 ## Regression