diff --git a/doc/source/_static/css/pandas.css b/doc/source/_static/css/pandas.css
index 1145177898737..ff5d8ee3d9442 100644
--- a/doc/source/_static/css/pandas.css
+++ b/doc/source/_static/css/pandas.css
@@ -50,3 +50,8 @@ table {
 .card, .card img {
   background-color: var(--pst-color-background);
 }
+
+/* Override some aspects of the sphinx-copybutton */
+button.copybtn {
+   opacity: 1;
+}
\ No newline at end of file
diff --git a/doc/source/conf.py b/doc/source/conf.py
index 329ebfb3bd89f..59d62c1ab11fa 100644
--- a/doc/source/conf.py
+++ b/doc/source/conf.py
@@ -58,6 +58,7 @@
     "numpydoc",
     "sphinx_copybutton",
     "sphinx_design",
+    "sphinx_toggleprompt",
     "sphinx.ext.autodoc",
     "sphinx.ext.autosummary",
     "sphinx.ext.coverage",
@@ -71,9 +72,8 @@
     "nbsphinx",
 ]
 
-# sphinx-copybutton configurations
-copybutton_prompt_text = r">>> |\.\.\. |\$ |In \[\d*\]: | {2,5}\.{3,}: | {5,8}: "
-copybutton_prompt_is_regexp = True
+# sphinx-toggleprompt configurations
+toggleprompt_offset_right = 35
 
 exclude_patterns = [
     "**.ipynb_checkpoints",
diff --git a/environment.yml b/environment.yml
index e5646af07c45c..43d8fb6788155 100644
--- a/environment.yml
+++ b/environment.yml
@@ -92,6 +92,7 @@ dependencies:
   - sphinx
   - sphinx-design
   - sphinx-copybutton
+  - sphinx-toggleprompt
   - types-python-dateutil
   - types-PyMySQL
   - types-pytz
diff --git a/requirements-dev.txt b/requirements-dev.txt
index dbfd7c6bf7bf5..730ea2a3309e3 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -67,6 +67,7 @@ pytest-cython
 sphinx
 sphinx-design
 sphinx-copybutton
+sphinx-toggleprompt
 types-python-dateutil
 types-PyMySQL
 types-pytz