diff --git a/data-visualize.qmd b/data-visualize.qmd
index 45f636d..d097872 100644
--- a/data-visualize.qmd
+++ b/data-visualize.qmd
@@ -803,7 +803,7 @@ The chart shows that more diamonds are available with high quality cuts than wit
 
 ```{r}
 #| fig-alt: >
-#|   Bar chart of number of each each cut of diamond. There are roughly 1500 
+#|   Bar chart of number of each cut of diamond. There are roughly 1500 
 #|   Fair, 5000 Good, 12000 Very Good, 14000 Premium, and 22000 Ideal cut 
 #|   diamonds.
 
@@ -849,7 +849,7 @@ For example, you can recreate the previous plot using `stat_count()` instead of
 
 ```{r}
 #| fig-alt: >
-#|   Bar chart of number of each each cut of diamond. There are roughly 1500 
+#|   Bar chart of number of each cut of diamond. There are roughly 1500 
 #|   Fair, 5000 Good, 12000 Very Good, 14000 Premium, and 22000 Ideal cut 
 #|   diamonds.
 
@@ -869,7 +869,7 @@ However, there are three reasons why you might need to use a stat explicitly:
     ```{r}
     #| warning: false
     #| fig-alt: >
-    #|   Bar chart of number of each each cut of diamond. There are roughly 1500 
+    #|   Bar chart of number of each cut of diamond. There are roughly 1500 
     #|   Fair, 5000 Good, 12000 Very Good, 14000 Premium, and 22000 Ideal cut 
     #|   diamonds.
 
@@ -894,7 +894,7 @@ However, there are three reasons why you might need to use a stat explicitly:
 
     ```{r}
     #| fig-alt: >
-    #|   Bar chart of proportion of each each cut of diamond. Roughly, Fair 
+    #|   Bar chart of proportion of each cut of diamond. Roughly, Fair 
     #|   diamonds make up 0.03, Good 0.09, Very Good 0.22, Premium 26, and 
     #|   Ideal 0.40.