diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 047c516c0..7c2f584c1 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -44,6 +44,10 @@ jobs:
             python-version: "3.10"
             pandas: "pandas>1.1"
             numpy: "numpy"
+          - os: ubuntu-latest
+            python-version: "3.11"
+            pandas: "pandas>1.1"
+            numpy: "numpy"
 
     steps:
     - uses: actions/checkout@v3
diff --git a/setup.py b/setup.py
index 9ea0b731f..70bba09a4 100644
--- a/setup.py
+++ b/setup.py
@@ -29,7 +29,7 @@
     url="https://github.com/ydataai/ydata-profiling",
     license="MIT",
     description="Generate profile report for pandas DataFrame",
-    python_requires=">=3.7, <3.11",
+    python_requires=">=3.7, <3.12",
     install_requires=requirements,
     extras_require={
         "notebook": [
diff --git a/src/ydata_profiling/model/correlations.py b/src/ydata_profiling/model/correlations.py
index 83ad8af29..ea2bf759e 100644
--- a/src/ydata_profiling/model/correlations.py
+++ b/src/ydata_profiling/model/correlations.py
@@ -7,12 +7,11 @@
 from multimethod import multimethod
 
 from ydata_profiling.config import Settings
-from ydata_profiling.utils.compat import pandas_version_info
 
-if pandas_version_info() >= (1, 5):
-    from pandas.errors import DataError
-else:
+try:
     from pandas.core.base import DataError
+except ImportError:
+    from pandas.errors import DataError
 
 
 class Correlation:
diff --git a/src/ydata_profiling/report/presentation/core/dropdown.py b/src/ydata_profiling/report/presentation/core/dropdown.py
index dfe05b050..c1c2f274e 100644
--- a/src/ydata_profiling/report/presentation/core/dropdown.py
+++ b/src/ydata_profiling/report/presentation/core/dropdown.py
@@ -7,7 +7,15 @@
 
 class Dropdown(ItemRenderer):
     def __init__(
-        self, name: str, id: str, items: list, item: Container, anchor_id: str, classes: list, is_row: bool, **kwargs
+        self,
+        name: str,
+        id: str,
+        items: list,
+        item: Container,
+        anchor_id: str,
+        classes: list,
+        is_row: bool,
+        **kwargs
     ):
         super().__init__(
             "dropdown",