diff --git a/episode5.md b/episode5.md
index 3f332dd..11fed2a 100644
--- a/episode5.md
+++ b/episode5.md
@@ -80,11 +80,13 @@ data.frame(max_count = apply(counts.mat.ibd, 1, max, na.rm=TRUE)) %>%
```
```{.warning}
-Warning: Transformation introduced infinite values in continuous x-axis
+Warning in ggplot2::scale_x_log10(n.breaks = 6, labels = scales::comma): log-10
+transformation introduced infinite values.
```
```{.warning}
-Warning: Removed 10 rows containing non-finite values (`stat_bin()`).
+Warning: Removed 10 rows containing non-finite outside the scale range
+(`stat_bin()`).
```
@@ -184,6 +186,11 @@ ggplot2::ggplot(data=data.frame(t = t.seq, jacc = ms.jac)) +
ggplot2::ylab("Multiset Jaccard Index")
```
+```{.warning}
+Warning in ggplot2::geom_point(ggplot2::aes(x = which.max(ms.jac), y = max(ms.jac)), : All aesthetics have length 1, but the data has 25 rows.
+ℹ Did you mean to use `annotate()`?
+```
+
::::::::::::::::::::::::::::::::::::: challenge
diff --git a/md5sum.txt b/md5sum.txt
index 7276e66..5d65ab2 100644
--- a/md5sum.txt
+++ b/md5sum.txt
@@ -14,4 +14,4 @@
"learners/reference.md" "1c7cc4e229304d9806a13f69ca1b8ba4" "site/built/reference.md" "2024-03-05"
"learners/setup.md" "d0c4fbb2853d84c779714577c6673c4b" "site/built/setup.md" "2024-03-05"
"profiles/learner-profiles.md" "60b93493cf1da06dfd63255d73854461" "site/built/learner-profiles.md" "2024-03-05"
-"renv/profiles/lesson-requirements/renv.lock" "e1f083e08a1460c6c43d2866850dc408" "site/built/renv.lock" "2024-03-05"
+"renv/profiles/lesson-requirements/renv.lock" "74da566d8167e88ee278894e3ab1279c" "site/built/renv.lock" "2024-03-05"