diff --git a/.all-contributorsrc b/.all-contributorsrc
index e0ea8b2..cd316f2 100644
--- a/.all-contributorsrc
+++ b/.all-contributorsrc
@@ -50,7 +50,8 @@
       "avatar_url": "https://avatars.githubusercontent.com/u/39963221?v=4",
       "profile": "https://philosopher-analyst.netlify.app/",
       "contributions": [
-        "review"
+        "review",
+        "code"
       ]
     }
   ],
diff --git a/README.md b/README.md
index 5bc61ae..c9fac42 100644
--- a/README.md
+++ b/README.md
@@ -69,7 +69,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/AlWatson20"><img src="https://avatars.githubusercontent.com/u/108326492?v=4?s=100" width="100px;" alt="Alastair Watson"/><br /><sub><b>Alastair Watson</b></sub></a><br /><a href="https://github.com/nhs-r-community/health-inequalities-notebook/pulls?q=is%3Apr+reviewed-by%3AAlWatson20" title="Reviewed Pull Requests">👀</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/ThomUK"><img src="https://avatars.githubusercontent.com/u/10871342?v=4?s=100" width="100px;" alt="Tom Smith"/><br /><sub><b>Tom Smith</b></sub></a><br /><a href="#content-ThomUK" title="Content">🖋</a> <a href="https://github.com/nhs-r-community/health-inequalities-notebook/pulls?q=is%3Apr+reviewed-by%3AThomUK" title="Reviewed Pull Requests">👀</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://chrisbeeley.github.io/chris_beeley_blog/"><img src="https://avatars.githubusercontent.com/u/1259867?v=4?s=100" width="100px;" alt="Chris Beeley"/><br /><sub><b>Chris Beeley</b></sub></a><br /><a href="https://github.com/nhs-r-community/health-inequalities-notebook/issues?q=author%3AChrisBeeley" title="Bug reports">🐛</a></td>
-      <td align="center" valign="top" width="14.28%"><a href="https://philosopher-analyst.netlify.app/"><img src="https://avatars.githubusercontent.com/u/39963221?v=4?s=100" width="100px;" alt="Zoë Turner"/><br /><sub><b>Zoë Turner</b></sub></a><br /><a href="https://github.com/nhs-r-community/health-inequalities-notebook/pulls?q=is%3Apr+reviewed-by%3ALextuga007" title="Reviewed Pull Requests">👀</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://philosopher-analyst.netlify.app/"><img src="https://avatars.githubusercontent.com/u/39963221?v=4?s=100" width="100px;" alt="Zoë Turner"/><br /><sub><b>Zoë Turner</b></sub></a><br /><a href="https://github.com/nhs-r-community/health-inequalities-notebook/pulls?q=is%3Apr+reviewed-by%3ALextuga007" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/nhs-r-community/health-inequalities-notebook/commits?author=Lextuga007" title="Code">💻</a></td>
     </tr>
   </tbody>
 </table>