diff --git a/.github/workflows/release-deprecated.yml b/.github/workflows/release-deprecated.yml
index 90b1d4741..a12fcce3e 100644
--- a/.github/workflows/release-deprecated.yml
+++ b/.github/workflows/release-deprecated.yml
@@ -65,7 +65,7 @@ jobs:
         name: built-artifacts
         path: dist/
 
-    - uses: pypa/gh-action-pypi-publish@v1.6.4
+    - uses: pypa/gh-action-pypi-publish@v1.8.1
       with:
         user: __token__
         password: ${{ secrets.PYPI_API_TOKEN }}
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index e18bb1e16..598fe93bb 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -84,7 +84,7 @@ jobs:
         name: built-artifacts
         path: dist/
 
-    - uses: pypa/gh-action-pypi-publish@v1.6.4
+    - uses: pypa/gh-action-pypi-publish@v1.8.1
       with:
         user: __token__
         password: ${{ secrets.PYPI_API_TOKEN }}
diff --git a/docsrc/source/pages/reference/changelog.rst b/docsrc/source/pages/reference/changelog.rst
index b69865bc7..4ded8feec 100644
--- a/docsrc/source/pages/reference/changelog.rst
+++ b/docsrc/source/pages/reference/changelog.rst
@@ -2,6 +2,9 @@
 Changelog
 =========
 
+.. include:: changelog/v4_1_0.md
+   :parser: myst_parser.sphinx_
+
 .. include:: changelog/v4_0_0.md
    :parser: myst_parser.sphinx_
 
diff --git a/docsrc/source/pages/reference/changelog/v4_1_0.md b/docsrc/source/pages/reference/changelog/v4_1_0.md
new file mode 100644
index 000000000..ffd347e07
--- /dev/null
+++ b/docsrc/source/pages/reference/changelog/v4_1_0.md
@@ -0,0 +1,17 @@
+# [4.1.0](https://github.com/ydataai/ydata-profiling/compare/v4.0.0...v4.1.0) (2023-03-08)
+
+
+#### 🐛 Bug fixes
+
+* add imagehash requirements ([0a8c5de](https://github.com/ydataai/ydata-profiling/commit/0a8c5deb1c5b2e414ba657b7513cc9559828a536))
+* correlation between columns w/o nonnull row ([cfda278](https://github.com/ydataai/ydata-profiling/commit/cfda2786d81825269a72dc87829f68b1097c48f4))
+* removed irregular spacing ([#1252](https://github.com/ydataai/ydata-profiling/issues/1252)) ([8aff455](https://github.com/ydataai/ydata-profiling/commit/8aff4556dcafc8ae6b7589caddd2aa03e9b81a4a))
+* update links and alignment in README ([efd633a](https://github.com/ydataai/ydata-profiling/commit/efd633a86d4a7f811725ae6dcdbb41c09654789e))
+* update pypi links ([1c84e89](https://github.com/ydataai/ydata-profiling/commit/1c84e89183a0beffab19c16ce1d659e8c4f65d6e))
+* update Stack Overlow to link to use both tags ([79202f7](https://github.com/ydataai/ydata-profiling/commit/79202f78f09f0b68ba183883ffdb1336ac93bcde))
+
+
+#### 🎉 Features
+
+* add type schema ([#1274](https://github.com/ydataai/ydata-profiling/issues/1274)) ([b722b70](https://github.com/ydataai/ydata-profiling/commit/b722b7070bf1519132112eb277b40b0b0965478e))
+* support for Python 3.11 ([#1273](https://github.com/ydataai/ydata-profiling/issues/1273)) ([cf9dac7](https://github.com/ydataai/ydata-profiling/commit/cf9dac7b2932d7723442b741d409e3bf40b2ab21))
\ No newline at end of file
diff --git a/src/ydata_profiling/report/structure/report.py b/src/ydata_profiling/report/structure/report.py
index 1cb6300a6..221d5a1f4 100644
--- a/src/ydata_profiling/report/structure/report.py
+++ b/src/ydata_profiling/report/structure/report.py
@@ -377,7 +377,7 @@ def get_report_structure(config: Settings, summary: dict) -> Root:
                     anchor_id="variables-dropdown",
                     id="variables-dropdown",
                     is_row=True,
-                    classes=["btn", "btn-secondary", "dropdown-toggle"],
+                    classes=["dropdown-toggle"],
                     items=list(summary["variables"]),
                     item=Container(
                         render_variables_section(config, summary),