diff --git a/R/tm_a_pca.R b/R/tm_a_pca.R
index 1cf0d40d4..5f712eb77 100644
--- a/R/tm_a_pca.R
+++ b/R/tm_a_pca.R
@@ -341,9 +341,6 @@ ui_a_pca <- function(id, ...) {
           )
         )
       ),
-      forms = tagList(
-        teal.widgets::verbatim_popup_ui(ns("rcode"), "Show R code")
-      ),
       pre_output = args$pre_output,
       post_output = args$post_output
     )
@@ -1080,8 +1077,6 @@ srv_a_pca <- function(id, data, dat, plot_height, plot_width, ggplot2_args, deco
       graph_align = "center"
     )
 
-    decorated_output_dims_q <- set_chunk_dims(pws, decorated_output_q)
-
     # tables ----
     output$tbl_importance <- renderTable(
       expr = {
@@ -1135,14 +1130,6 @@ srv_a_pca <- function(id, data, dat, plot_height, plot_width, ggplot2_args, deco
       )
     })
 
-    # Render R code.
-    source_code_r <- reactive(teal.code::get_code(req(decorated_output_q())))
-
-    teal.widgets::verbatim_popup_srv(
-      id = "rcode",
-      verbatim_content = source_code_r,
-      title = "R Code for PCA"
-    )
-    decorated_output_dims_q
+    set_chunk_dims(pws, decorated_output_q)
   })
 }
diff --git a/R/tm_a_regression.R b/R/tm_a_regression.R
index 3ed9f29d6..d8900487e 100644
--- a/R/tm_a_regression.R
+++ b/R/tm_a_regression.R
@@ -374,9 +374,6 @@ ui_a_regression <- function(id, ...) {
         )
       )
     ),
-    forms = tagList(
-      teal.widgets::verbatim_popup_ui(ns("rcode"), "Show R code")
-    ),
     pre_output = args$pre_output,
     post_output = args$post_output
   )
@@ -1021,22 +1018,12 @@ srv_a_regression <- function(id,
       width = plot_width
     )
 
-    decorated_output_dims_q <- set_chunk_dims(pws, decorated_output_q)
-
     output$text <- renderText({
       req(iv_r()$is_valid())
       req(iv_out$is_valid())
       paste(utils::capture.output(summary(fitted()))[-1], collapse = "\n")
     })
 
-    # Render R code.
-    source_code_r <- reactive(teal.code::get_code(req(decorated_output_dims_q())))
-
-    teal.widgets::verbatim_popup_srv(
-      id = "rcode",
-      verbatim_content = source_code_r,
-      title = "R code for the regression plot",
-    )
-    decorated_output_dims_q
+    set_chunk_dims(pws, decorated_output_q)
   })
 }
diff --git a/R/tm_g_association.R b/R/tm_g_association.R
index 5016472ba..db51dde49 100644
--- a/R/tm_g_association.R
+++ b/R/tm_g_association.R
@@ -289,9 +289,6 @@ ui_tm_g_association <- function(id, ...) {
         )
       )
     ),
-    forms = tagList(
-      teal.widgets::verbatim_popup_ui(ns("rcode"), "Show R code")
-    ),
     pre_output = args$pre_output,
     post_output = args$post_output
   )
@@ -545,18 +542,8 @@ srv_tm_g_association <- function(id,
       width = plot_width
     )
 
-    decorated_output_dims_q <- set_chunk_dims(pws, decorated_output_grob_q)
-
     output$title <- renderText(output_q()[["title"]])
 
-    # Render R code.
-    source_code_r <- reactive(teal.code::get_code(req(decorated_output_dims_q())))
-
-    teal.widgets::verbatim_popup_srv(
-      id = "rcode",
-      verbatim_content = source_code_r,
-      title = "Association Plot"
-    )
-    decorated_output_dims_q
+    set_chunk_dims(pws, decorated_output_grob_q)
   })
 }
diff --git a/R/tm_g_bivariate.R b/R/tm_g_bivariate.R
index a2099ae36..60e708dbc 100644
--- a/R/tm_g_bivariate.R
+++ b/R/tm_g_bivariate.R
@@ -466,9 +466,6 @@ ui_g_bivariate <- function(id, ...) {
         )
       )
     ),
-    forms = tagList(
-      teal.widgets::verbatim_popup_ui(ns("rcode"), "Show R code")
-    ),
     pre_output = args$pre_output,
     post_output = args$post_output
   )
@@ -741,18 +738,7 @@ srv_g_bivariate <- function(id,
       width = plot_width
     )
 
-    decorated_output_dims_q <- set_chunk_dims(pws, decorated_output_q_facets)
-
-    # Render R code.
-
-    source_code_r <- reactive(teal.code::get_code(req(decorated_output_dims_q())))
-
-    teal.widgets::verbatim_popup_srv(
-      id = "rcode",
-      verbatim_content = source_code_r,
-      title = "Bivariate Plot"
-    )
-    decorated_output_dims_q
+    set_chunk_dims(pws, decorated_output_q_facets)
   })
 }
 
diff --git a/R/tm_g_distribution.R b/R/tm_g_distribution.R
index b75aee801..fb7feb1a2 100644
--- a/R/tm_g_distribution.R
+++ b/R/tm_g_distribution.R
@@ -377,9 +377,6 @@ ui_distribution <- function(id, ...) {
         )
       )
     ),
-    forms = tagList(
-      teal.widgets::verbatim_popup_ui(ns("rcode"), "Show R code")
-    ),
     pre_output = args$pre_output,
     post_output = args$post_output
   )
@@ -1402,14 +1399,6 @@ srv_distribution <- function(id,
 
     output$t_stats <- DT::renderDataTable(tests_r())
 
-    # Render R code.
-    source_code_r <- reactive(teal.code::get_code(req(decorated_output_q())))
-
-    teal.widgets::verbatim_popup_srv(
-      id = "rcode",
-      verbatim_content = source_code_r,
-      title = "R Code for distribution"
-    )
     decorated_output_q
   })
 }
diff --git a/R/tm_g_response.R b/R/tm_g_response.R
index 7f22bacb5..bc618f4f6 100644
--- a/R/tm_g_response.R
+++ b/R/tm_g_response.R
@@ -320,9 +320,6 @@ ui_g_response <- function(id, ...) {
         )
       )
     ),
-    forms = tagList(
-      teal.widgets::verbatim_popup_ui(ns("rcode"), "Show R code")
-    ),
     pre_output = args$pre_output,
     post_output = args$post_output
   )
@@ -594,16 +591,6 @@ srv_g_response <- function(id,
       width = plot_width
     )
 
-    decorated_output_dims_q <- set_chunk_dims(pws, decorated_output_plot_q)
-
-    # Render R code.
-    source_code_r <- reactive(teal.code::get_code(req(decorated_output_dims_q())))
-
-    teal.widgets::verbatim_popup_srv(
-      id = "rcode",
-      verbatim_content = source_code_r,
-      title = "Show R Code for Response"
-    )
-    decorated_output_dims_q
+    set_chunk_dims(pws, decorated_output_plot_q)
   })
 }
diff --git a/R/tm_g_scatterplot.R b/R/tm_g_scatterplot.R
index 1c0a38ab3..6c8359289 100644
--- a/R/tm_g_scatterplot.R
+++ b/R/tm_g_scatterplot.R
@@ -495,9 +495,6 @@ ui_g_scatterplot <- function(id, ...) {
           )
         )
       ),
-      forms = tagList(
-        teal.widgets::verbatim_popup_ui(ns("rcode"), "Show R code")
-      ),
       pre_output = args$pre_output,
       post_output = args$post_output
     )
@@ -1037,8 +1034,6 @@ srv_g_scatterplot <- function(id,
       brushing = TRUE
     )
 
-    decorated_output_dims_q <- set_chunk_dims(pws, decorated_output_plot_q)
-
     output$data_table <- DT::renderDataTable({
       plot_brush <- pws$brush()
 
@@ -1067,14 +1062,6 @@ srv_g_scatterplot <- function(id,
       }
     })
 
-    # Render R code.
-    source_code_r <- reactive(teal.code::get_code(req(decorated_output_dims_q())))
-
-    teal.widgets::verbatim_popup_srv(
-      id = "rcode",
-      verbatim_content = source_code_r,
-      title = "R Code for scatterplot"
-    )
-    decorated_output_dims_q
+    set_chunk_dims(pws, decorated_output_plot_q)
   })
 }
diff --git a/R/tm_g_scatterplotmatrix.R b/R/tm_g_scatterplotmatrix.R
index 25187f35f..fb15a0ed8 100644
--- a/R/tm_g_scatterplotmatrix.R
+++ b/R/tm_g_scatterplotmatrix.R
@@ -288,9 +288,6 @@ ui_g_scatterplotmatrix <- function(id, ...) {
         )
       )
     ),
-    forms = tagList(
-      teal.widgets::verbatim_popup_ui(ns("rcode"), "Show R code")
-    ),
     pre_output = args$pre_output,
     post_output = args$post_output
   )
@@ -479,8 +476,6 @@ srv_g_scatterplotmatrix <- function(id,
       width = plot_width
     )
 
-    decorated_output_dims_q <- set_chunk_dims(pws, decorated_output_q)
-
     # show a message if conversion to factors took place
     output$message <- renderText({
       req(iv_r()$is_valid())
@@ -503,15 +498,7 @@ srv_g_scatterplotmatrix <- function(id,
       }
     })
 
-    # Render R code.
-    source_code_r <- reactive(teal.code::get_code(req(decorated_output_dims_q())))
-
-    teal.widgets::verbatim_popup_srv(
-      id = "rcode",
-      verbatim_content = source_code_r,
-      title = "Show R Code for Scatterplotmatrix"
-    )
-    decorated_output_dims_q
+    set_chunk_dims(pws, decorated_output_q)
   })
 }
 
diff --git a/R/tm_missing_data.R b/R/tm_missing_data.R
index 0778b4e0e..90cac56fb 100644
--- a/R/tm_missing_data.R
+++ b/R/tm_missing_data.R
@@ -189,7 +189,6 @@ ui_page_missing_data <- function(id, pre_output = NULL, post_output = NULL) {
       encoding = tags$div(
         uiOutput(ns("dataset_encodings"))
       ),
-      uiOutput(ns("dataset_reporter")),
       pre_output = pre_output,
       post_output = post_output
     )
@@ -248,19 +247,6 @@ srv_page_missing_data <- function(id, data, datanames, parent_dataname,
       )
     })
 
-    output$dataset_reporter <- renderUI({
-      lapply(datanames, function(x) {
-        dataname_ns <- NS(ns(x))
-
-        conditionalPanel(
-          is_tab_active_js(ns("dataname_tab"), x),
-          tagList(
-            teal.widgets::verbatim_popup_ui(dataname_ns("rcode"), "Show R code")
-          )
-        )
-      })
-    })
-
     result <- sapply(
       datanames,
       function(x) {
@@ -727,7 +713,7 @@ srv_missing_data <- function(id,
     # Prepare qenvs for output objects
 
     summary_plot_q <- reactive({
-      req(input$summary_type == "Summary") # needed to trigger show r code update on tab change
+      req(input$summary_type == "Summary") # needed to trigger update on tab change
       teal::validate_has_data(data_r(), 1)
 
       qenv <- common_code_q()
@@ -1071,7 +1057,7 @@ srv_missing_data <- function(id,
 
     summary_table_q <- reactive({
       req(
-        input$summary_type == "By Variable Levels", # needed to trigger show r code update on tab change
+        input$summary_type == "By Variable Levels", # needed to trigger update on tab change
         common_code_q()
       )
       teal::validate_has_data(data_r(), 1)
@@ -1158,7 +1144,7 @@ srv_missing_data <- function(id,
     })
 
     by_subject_plot_q <- reactive({
-      # needed to trigger show r code update on tab change
+      # needed to trigger update on tab change
       req(input$summary_type == "Grouped by Subject", common_code_q())
 
       teal::validate_has_data(data_r(), 1)
@@ -1391,14 +1377,6 @@ srv_missing_data <- function(id,
       }
     })
 
-    # Render R code.
-    source_code_r <- reactive(teal.code::get_code(req(decorated_final_q())))
-
-    teal.widgets::verbatim_popup_srv(
-      id = "rcode",
-      verbatim_content = source_code_r,
-      title = "Show R Code for Missing Data"
-    )
     decorated_final_q
   })
 }
diff --git a/R/tm_outliers.R b/R/tm_outliers.R
index 942a4ad96..f8a552322 100644
--- a/R/tm_outliers.R
+++ b/R/tm_outliers.R
@@ -374,9 +374,6 @@ ui_outliers <- function(id, ...) {
         )
       )
     ),
-    forms = tagList(
-      teal.widgets::verbatim_popup_ui(ns("rcode"), "Show R code")
-    ),
     pre_output = args$pre_output,
     post_output = args$post_output
   )
@@ -1336,14 +1333,6 @@ srv_outliers <- function(id, data, outlier_var,
       )
     })
 
-    # Render R code.
-    source_code_r <- reactive(teal.code::get_code(req(decorated_final_q())))
-
-    teal.widgets::verbatim_popup_srv(
-      id = "rcode",
-      verbatim_content = source_code_r,
-      title = "Show R Code for Outlier"
-    )
     decorated_final_q
   })
 }
diff --git a/R/tm_t_crosstable.R b/R/tm_t_crosstable.R
index 4f7d6868a..0fa64c90a 100644
--- a/R/tm_t_crosstable.R
+++ b/R/tm_t_crosstable.R
@@ -264,9 +264,6 @@ ui_t_crosstable <- function(id, x, y, show_percentage, show_total, remove_zero_c
       ),
       ui_decorate_teal_data(ns("decorator"), decorators = select_decorators(args$decorators, "table"))
     ),
-    forms = tagList(
-      teal.widgets::verbatim_popup_ui(ns("rcode"), "Show R code")
-    ),
     pre_output = pre_output,
     post_output = post_output
   )
@@ -482,14 +479,6 @@ srv_t_crosstable <- function(id, data, label, x, y, remove_zero_columns, basic_t
       table_r = table_r
     )
 
-    # Render R code.
-    source_code_r <- reactive(teal.code::get_code(req(decorated_output_q())))
-
-    teal.widgets::verbatim_popup_srv(
-      id = "rcode",
-      verbatim_content = source_code_r,
-      title = "Show R Code for Cross-Table"
-    )
     decorated_output_q
   })
 }