diff --git a/communication.qmd b/communication.qmd
index ed02c80..5720e3b 100644
--- a/communication.qmd
+++ b/communication.qmd
@@ -219,7 +219,10 @@ ggplot(mpg, aes(x = displ, y = hwy)) +
   geom_point() +
   geom_text_repel(data = potential_outliers, aes(label = model)) +
   geom_point(data = potential_outliers, color = "red") +
-  geom_point(data = potential_outliers, color = "red", size = 3, shape = "circle open")
+  geom_point(
+    data = potential_outliers,
+    color = "red", size = 3, shape = "circle open"
+  )
 ```
 
 Remember, in addition to `geom_text()` and `geom_label()`, you have many other geoms in ggplot2 available to help annotate your plot.
@@ -683,6 +686,13 @@ Subsetting the data has affected the x and y scales as well as the smooth curve.
 #| layout-ncol: 2
 #| fig-width: 4
 #| message: false
+#| fig-alt: |
+#|   On the left, scatterplot of highway mileage vs. displacement, with 
+#|   displacement. The smooth curve overlaid shows a decreasing, and then 
+#|   increasing trend, like a hockey stick. On the right, same variables 
+#|   are plotted with displacement ranging only from 5 to 6 and highway 
+#|   mileage ranging only from 10 to 25. The smooth curve overlaid shows a 
+#|   trend that's slightly increasing first and then decreasing. 
 
 # Left
 ggplot(mpg, aes(x = displ, y = hwy)) +
@@ -706,6 +716,13 @@ Therefore, to zoom in on a region of the plot, it's generally best to use `coord
 #| fig-width: 4
 #| message: false
 #| warning: false
+#| fig-alt: |
+#|   On the left, scatterplot of highway mileage vs. displacement, with 
+#|   displacement ranging from 5 to 6 and highway mileage ranging from 
+#|   10 to 25. The smooth curve overlaid shows a trend that's slightly 
+#|   increasing first and then decreasing. On the right, same variables 
+#|   are plotted with the same limits, however the smooth curve overlaid
+#|   shows a relatively flat trend with a slight increase at the end.
 
 # Left
 ggplot(mpg, aes(x = displ, y = hwy)) +