diff --git a/model-basics.Rmd b/model-basics.Rmd
index 4ad0e61..8aad2d1 100644
--- a/model-basics.Rmd
+++ b/model-basics.Rmd
@@ -145,7 +145,7 @@ We can also think about these models as observations, and visualising with a sca
 
 ```{r}
 ggplot(models, aes(a1, a2)) +
-  geom_point(data = filter(models, rank(dist) < 10), size = 4, colour = "red") +
+  geom_point(data = filter(models, rank(dist) <= 10), size = 4, colour = "red") +
   geom_point(aes(colour = -dist))
 ```
 
@@ -160,7 +160,7 @@ grid <- expand.grid(
 
 grid %>% 
   ggplot(aes(a1, a2)) +
-  geom_point(data = filter(grid, rank(dist) < 10), size = 4, colour = "red") +
+  geom_point(data = filter(grid, rank(dist) <= 10), size = 4, colour = "red") +
   geom_point(aes(colour = -dist)) 
 ```