diff --git a/inst/support/report_dataset.Rmd b/inst/support/report_dataset.Rmd
index adaebe96..c9bb0888 100644
--- a/inst/support/report_dataset.Rmd
+++ b/inst/support/report_dataset.Rmd
@@ -371,7 +371,7 @@ if (length(context_properties) > 0) {
     for (i in seq_along(context_properties)) {
       var_in <- context_properties[[i]][["var_in"]][1]
 
-      writeLines(paste0("**", context_properties[[i]]$context_property[1], "**:", ifelse(is.null(var_in), "Added ",
+      writeLines(paste0("**", context_properties[[i]]$context_property[1], "**: ", ifelse(is.null(var_in), "Added ",
         paste0("Mapped from the column titled **", var_in, "** in your dataset ")), "with the category *", context_properties[[i]]$category[1], "*."))
 
       writeLines("\n\nThe following values exist for this context:\n")
@@ -789,7 +789,7 @@ updated_taxa <- data_study$taxonomic_updates %>% select(-dataset_id) %>%
 data_study$taxa %>%
   filter(taxon_name %in% updated_taxa$taxon_name) %>%
   left_join(
-    by = c("taxon_name", "original_name"),
+    by = c("taxon_name"),
     updated_taxa %>%
       bind_rows(empty_tibble_taxonomic_updates) %>%
       select(original_name, taxon_name, aligned_name, aligned_name_taxon_id, aligned_name_taxonomic_status)