diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 38ca1b7333..915b818a66 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -254,10 +254,10 @@ language.
 On Linux distros based on Debian and Ubuntu, you may need to install
 the following packages to build PDFs:
 
-``console
+```console
 sudo apt install latexmk
 sudo apt install texlive-latex-extra
-``
+```
 To reduce the large (300 MB+) install size of the second package, you
 may be able to use the `--no-install-recommends` flag.
 
diff --git a/doc/_static/css/custom.css b/doc/_static/css/custom.css
index 3e33eb2830..8e61f66a11 100644
--- a/doc/_static/css/custom.css
+++ b/doc/_static/css/custom.css
@@ -293,6 +293,10 @@ table.resource-table td > .resource-thumb.file-icon {
     /* Not clear why this doesn't work for the .caption-text */
     font-size: 1em !important;
 }
+.resource-handle > .literal {
+    /* Removes the verticle scroll when you zoom out more than 100% */
+    overflow-y: hidden;
+}
 
 
 /* Imitate sphinx-copybutton style */
diff --git a/doc/example_code/index.rst b/doc/example_code/index.rst
index d6201d69a6..c966c3299e 100644
--- a/doc/example_code/index.rst
+++ b/doc/example_code/index.rst
@@ -66,7 +66,7 @@ Animating Drawing Primitives
 
 .. figure:: images/thumbs/shapes.png
    :figwidth: 170px
-   :target: shapes-slow.html
+   :target: shapes.html#shapes-slow.html
 
    :ref:`shapes-slow`