diff --git a/.all-contributorsrc b/.all-contributorsrc
index f67208c7..3844b0a7 100644
--- a/.all-contributorsrc
+++ b/.all-contributorsrc
@@ -375,10 +375,7 @@
       "avatar_url": "https://avatars.githubusercontent.com/u/43481325?v=4",
       "profile": "https://github.com/InessaPawson",
       "contributions": [
-        "code",
-        "review",
-        "tutorial",
-        "maintenance"
+        "tutorial"
       ]
     },
     {
diff --git a/README.md b/README.md
index 8dd8ed53..aaa57c84 100644
--- a/README.md
+++ b/README.md
@@ -140,7 +140,7 @@ 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/hfactor13"><img src="https://avatars.githubusercontent.com/u/40706933?v=4?s=100" width="100px;" alt="Henry Cuzco"/><br /><sub><b>Henry Cuzco</b></sub></a><br /><a href="https://github.com/pyOpenSci/python-package-guide/commits?author=hfactor13" title="Code">💻</a> <a href="https://github.com/pyOpenSci/python-package-guide/pulls?q=is%3Apr+reviewed-by%3Ahfactor13" title="Reviewed Pull Requests">👀</a> <a href="#design-hfactor13" title="Design">🎨</a></td>
       <td align="center" valign="top" width="14.28%"><a href="http://iscinumpy.dev"><img src="https://avatars.githubusercontent.com/u/4616906?v=4?s=100" width="100px;" alt="Henry Schreiner"/><br /><sub><b>Henry Schreiner</b></sub></a><br /><a href="https://github.com/pyOpenSci/python-package-guide/commits?author=henryiii" title="Code">💻</a> <a href="#design-henryiii" title="Design">🎨</a> <a href="https://github.com/pyOpenSci/python-package-guide/pulls?q=is%3Apr+reviewed-by%3Ahenryiii" title="Reviewed Pull Requests">👀</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/hugovk"><img src="https://avatars.githubusercontent.com/u/1324225?v=4?s=100" width="100px;" alt="Hugo van Kemenade"/><br /><sub><b>Hugo van Kemenade</b></sub></a><br /><a href="https://github.com/pyOpenSci/python-package-guide/commits?author=hugovk" title="Code">💻</a> <a href="https://github.com/pyOpenSci/python-package-guide/pulls?q=is%3Apr+reviewed-by%3Ahugovk" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/pyOpenSci/python-package-guide/commits?author=hugovk" title="Documentation">📖</a> <a href="https://github.com/pyOpenSci/python-package-guide/issues?q=author%3Ahugovk" title="Bug reports">🐛</a></td>
-      <td align="center" valign="top" width="14.28%"><a href="https://github.com/InessaPawson"><img src="https://avatars.githubusercontent.com/u/43481325?v=4?s=100" width="100px;" alt="Inessa Pawson"/><br /><sub><b>Inessa Pawson</b></sub></a><br /><a href="https://github.com/pyOpenSci/python-package-guide/commits?author=inessapawson" title="Code">💻</a> <a href="https://github.com/pyOpenSci/python-package-guide/pulls?q=is%3Apr+reviewed-by%3Ainessapawson" title="Reviewed Pull Requests">👀</a> <a href="#tutorial-inessapawson" title="Tutorials">✅</a> <a href="#maintenance-inessapawson" title="Maintenance">🚧</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/InessaPawson"><img src="https://avatars.githubusercontent.com/u/43481325?v=4?s=100" width="100px;" alt="Inessa Pawson"/><br /><sub><b>Inessa Pawson</b></sub></a><br /><a href="#tutorial-inessapawson" title="Tutorials">✅</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/isabelizimm"><img src="https://avatars.githubusercontent.com/u/54685329?v=4?s=100" width="100px;" alt="Isabel Zimmerman"/><br /><sub><b>Isabel Zimmerman</b></sub></a><br /><a href="https://github.com/pyOpenSci/python-package-guide/commits?author=isabelizimm" title="Code">💻</a> <a href="https://github.com/pyOpenSci/python-package-guide/pulls?q=is%3Apr+reviewed-by%3Aisabelizimm" title="Reviewed Pull Requests">👀</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://xmnlab.github.io"><img src="https://avatars.githubusercontent.com/u/5209757?v=4?s=100" width="100px;" alt="Ivan Ogasawara"/><br /><sub><b>Ivan Ogasawara</b></sub></a><br /><a href="https://github.com/pyOpenSci/python-package-guide/commits?author=xmnlab" title="Code">💻</a> <a href="https://github.com/pyOpenSci/python-package-guide/pulls?q=is%3Apr+reviewed-by%3Axmnlab" title="Reviewed Pull Requests">👀</a> <a href="#tutorial-xmnlab" title="Tutorials">✅</a></td>
     </tr>