diff --git a/examples/alan-turing-portal/content/index.mdx b/examples/alan-turing-portal/content/index.mdx
index 6490f507..b4c6bd70 100644
--- a/examples/alan-turing-portal/content/index.mdx
+++ b/examples/alan-turing-portal/content/index.mdx
@@ -14,7 +14,7 @@ If you're looking for a good paper on online hate training datasets (beyond our
 
 Accompanying [data statements](https://www.mitpressjournals.org/doi/abs/10.1162/tacl_a_00041) preferred for all corpora.
 
-<a href="#datasets" className="w-fit mx-auto no-underline rounded-md py-3 px-6 outline-offset-2 transition !active:transition-none bg-zinc-800 !font-semibold !text-zinc-100 hover:bg-zinc-700 active:bg-zinc-800 active:text-zinc-100/70 dark:bg-zinc-700 dark:hover:bg-zinc-600 !dark:active:bg-zinc-700 dark:active:text-zinc-100/70">See the datasets</a>
+<a href="#Datasets-header" className="w-fit mx-auto no-underline rounded-md py-3 px-6 outline-offset-2 transition !active:transition-none bg-zinc-800 !font-semibold !text-zinc-100 hover:bg-zinc-700 active:bg-zinc-800 active:text-zinc-100/70 dark:bg-zinc-700 dark:hover:bg-zinc-600 !dark:active:bg-zinc-700 dark:active:text-zinc-100/70">See datasets</a>
 
 <h2 id="Contributing-header">How to contribute</h2>
 
@@ -25,21 +25,25 @@ Please send just one dataset addition/edit at a time - edit it in, then save. Th
 ### Create file
 
 Go to the repo url file and click the "Add file" dropdown and then click on "Create new file".
+
 ![](https://i.imgur.com/2PR0ZgL.png)
 
 ### Choose location
 
 In the following page type `content/datasets/<name-of-the-file>.md`. if you want to add an entry to the datasets catalog or `content/keywords/<name-of-the-file>.md` if you want to add an entry to the lists of abusive keywords, if you want to just add an static page you can leave in the root of `content` it will automatically get assigned an url eg: `/content/about.md` becomes the `/about` page
+
 ![](https://i.imgur.com/rr3uSYu.png)
 
 ### Fill in content
 
 Copy the contents of `templates/dataset.md` or `templates/keywords.md` respectively to the camp below, filling out the fields with the correct data format
+
 ![](https://i.imgur.com/x6JIjhz.png)
 
 ### Commit changes
 
 Click on "Commit changes", on the popup make sure you give some brief detail on the proposed change.  and then click on Propose changes
+
 <img src='https://i.imgur.com/BxuxKEJ.png' style={{ maxWidth: '50%', margin: '0 auto' }}/>
 
 ### Submit PR
diff --git a/examples/alan-turing-portal/markdown.db b/examples/alan-turing-portal/markdown.db
index 0237379c..42b5d695 100644
Binary files a/examples/alan-turing-portal/markdown.db and b/examples/alan-turing-portal/markdown.db differ