From 7dc458640efef3f5dc920e4a45f45c693121b340 Mon Sep 17 00:00:00 2001
From: tarsur909 <68882529+tarsur909@users.noreply.github.com>
Date: Sat, 29 Jul 2023 00:17:57 -0700
Subject: [PATCH 01/11] fix hardcoded scatter marker size issue #54204

---
 doc/source/whatsnew/v2.1.0.rst      |  1 +
 pandas/plotting/_matplotlib/core.py | 11 ++++++++---
 pandas/tests/plotting/test_misc.py  | 29 +++++++++++++++++++++++++++++
 3 files changed, 38 insertions(+), 3 deletions(-)

diff --git a/doc/source/whatsnew/v2.1.0.rst b/doc/source/whatsnew/v2.1.0.rst
index 2817945c55a86..9d9201d6bb1fa 100644
--- a/doc/source/whatsnew/v2.1.0.rst
+++ b/doc/source/whatsnew/v2.1.0.rst
@@ -785,6 +785,7 @@ Plotting
 ^^^^^^^^
 - Bug in :meth:`Series.plot` when invoked with ``color=None`` (:issue:`51953`)
 - Fixed UserWarning in :meth:`DataFrame.plot.scatter` when invoked with ``c="b"`` (:issue:`53908`)
+- Fixed bug in :meth:`DataFrame.plot.scatter` wherein marker size was previously hardcoded to a default value (:issue:`54204`)
 
 Groupby/resample/rolling
 ^^^^^^^^^^^^^^^^^^^^^^^^
diff --git a/pandas/plotting/_matplotlib/core.py b/pandas/plotting/_matplotlib/core.py
index b8f59363b5107..7759a377de57d 100644
--- a/pandas/plotting/_matplotlib/core.py
+++ b/pandas/plotting/_matplotlib/core.py
@@ -1325,9 +1325,14 @@ def __init__(
         **kwargs,
     ) -> None:
         if s is None:
-            # hide the matplotlib default for size, in case we want to change
-            # the handling of this argument later
-            s = 20
+            #  The default size of the elements in a scatter plot
+            # is now based on the rcParam ``lines.markersize``.
+            # This means that if rcParams are temporarily changed,
+            # the marker size changes as well according to mpl.rc_context().
+            if mpl.rcParams["_internal.classic_mode"]:
+                s = 20
+            else:
+                s = mpl.rcParams["lines.markersize"] ** 2.0
         elif is_hashable(s) and s in data.columns:
             s = data[s]
         self.s = s
diff --git a/pandas/tests/plotting/test_misc.py b/pandas/tests/plotting/test_misc.py
index 2d2ac1a437068..96e30c9f5f7b2 100644
--- a/pandas/tests/plotting/test_misc.py
+++ b/pandas/tests/plotting/test_misc.py
@@ -864,3 +864,32 @@ def test_plot_bar_label_count_expected_success():
         [(30, 10, 10, 10), (20, 20, 20, 20), (10, 30, 30, 10)], columns=list("ABCD")
     )
     df.plot(subplots=[("A", "B", "D")], kind="bar", title=["A&B&D", "C"])
+    def test_change_scatter_markersize_rcparams(self):
+        # GH 54204
+        # Ensure proper use of lines.markersize to style pandas scatter
+        # plots like matplotlib does
+        df = DataFrame(data={"x": [1, 2, 3], "y": [1, 2, 3]})
+
+        pandas_default = df.plot.scatter(
+            x="x", y="y", title="pandas scatter, default rc marker size"
+        )
+
+        mpl_default = mpl.pyplot.scatter(df["x"], df["y"])
+
+        # verify that pandas and matplotlib scatter
+        # default marker size are the same (s = 6^2 = 36)
+        assert (
+            pandas_default.collections[0].get_sizes()[0] == mpl_default.get_sizes()[0]
+        )
+
+        with mpl.rc_context({"lines.markersize": 10}):
+            pandas_changed = df.plot.scatter(
+                x="x", y="y", title="pandas scatter, changed rc marker size"
+            )
+            mpl_changed = mpl.pyplot.scatter(df["x"], df["y"])
+
+        # verify that pandas and matplotlib scatter
+        # default marker size are the same (s = 10^2 = 100)
+        assert (
+            pandas_changed.collections[0].get_sizes()[0] == mpl_changed.get_sizes()[0]
+        )

From 6fdbbdbab07f5fd4d6ad18f65050d6b261ec9958 Mon Sep 17 00:00:00 2001
From: tarsur909 <68882529+tarsur909@users.noreply.github.com>
Date: Mon, 31 Jul 2023 21:56:09 -0700
Subject: [PATCH 02/11] fix hardcoded scatter marker size issue #54204

---
 pandas/plotting/_matplotlib/core.py | 12 ++++++++----
 pandas/tests/plotting/test_misc.py  |  6 ++++--
 2 files changed, 12 insertions(+), 6 deletions(-)

diff --git a/pandas/plotting/_matplotlib/core.py b/pandas/plotting/_matplotlib/core.py
index 7759a377de57d..f34aecf24ac59 100644
--- a/pandas/plotting/_matplotlib/core.py
+++ b/pandas/plotting/_matplotlib/core.py
@@ -1329,10 +1329,14 @@ def __init__(
             # is now based on the rcParam ``lines.markersize``.
             # This means that if rcParams are temporarily changed,
             # the marker size changes as well according to mpl.rc_context().
-            if mpl.rcParams["_internal.classic_mode"]:
-                s = 20
-            else:
-                s = mpl.rcParams["lines.markersize"] ** 2.0
+            warnings.warn(
+                """The default of s=20 is deprecated and
+                has changed to mpl.rcParams['lines.markersize'].
+                Specify `s` to suppress this warning""",
+                DeprecationWarning,
+                stacklevel=find_stack_level(),
+            )
+            s = mpl.rcParams["lines.markersize"] ** 2.0
         elif is_hashable(s) and s in data.columns:
             s = data[s]
         self.s = s
diff --git a/pandas/tests/plotting/test_misc.py b/pandas/tests/plotting/test_misc.py
index 96e30c9f5f7b2..1db0924b35134 100644
--- a/pandas/tests/plotting/test_misc.py
+++ b/pandas/tests/plotting/test_misc.py
@@ -864,10 +864,12 @@ def test_plot_bar_label_count_expected_success():
         [(30, 10, 10, 10), (20, 20, 20, 20), (10, 30, 30, 10)], columns=list("ABCD")
     )
     df.plot(subplots=[("A", "B", "D")], kind="bar", title=["A&B&D", "C"])
+    @pytest.mark.filterwarnings("default")
     def test_change_scatter_markersize_rcparams(self):
         # GH 54204
         # Ensure proper use of lines.markersize to style pandas scatter
-        # plots like matplotlib does
+        # plots like matplotlib does.
+        # Will raise deprecation warnings.
         df = DataFrame(data={"x": [1, 2, 3], "y": [1, 2, 3]})
 
         pandas_default = df.plot.scatter(
@@ -889,7 +891,7 @@ def test_change_scatter_markersize_rcparams(self):
             mpl_changed = mpl.pyplot.scatter(df["x"], df["y"])
 
         # verify that pandas and matplotlib scatter
-        # default marker size are the same (s = 10^2 = 100)
+        # changed marker size are the same (s = 10^2 = 100)
         assert (
             pandas_changed.collections[0].get_sizes()[0] == mpl_changed.get_sizes()[0]
         )

From 98abab2891aedafc5a0cf31f588b1e4a182a37f3 Mon Sep 17 00:00:00 2001
From: tarsur909 <68882529+tarsur909@users.noreply.github.com>
Date: Mon, 31 Jul 2023 22:17:29 -0700
Subject: [PATCH 03/11] fix hardcoded scatter marker size issue #54204

---
 .../getting_started/intro_tutorials/04_plotting.rst | 13 ++++++++-----
 1 file changed, 8 insertions(+), 5 deletions(-)

diff --git a/doc/source/getting_started/intro_tutorials/04_plotting.rst b/doc/source/getting_started/intro_tutorials/04_plotting.rst
index e9f83c602d086..0ea99b6505d4c 100644
--- a/doc/source/getting_started/intro_tutorials/04_plotting.rst
+++ b/doc/source/getting_started/intro_tutorials/04_plotting.rst
@@ -122,11 +122,14 @@ standard Python to get an overview of the available plot methods:
 
 .. ipython:: python
 
-    [
-        method_name
-        for method_name in dir(air_quality.plot)
-        if not method_name.startswith("_")
-    ]
+    import warnings
+    with warnings.catch_warnings():
+        warnings.simplefilter("ignore")
+        [
+            method_name
+            for method_name in dir(air_quality.plot)
+            if not method_name.startswith("_")
+        ]
 
 .. note::
     In many development environments such as IPython and

From 868fee324f840e042da7257d8356debe88f2b5a8 Mon Sep 17 00:00:00 2001
From: tarsur909 <68882529+tarsur909@users.noreply.github.com>
Date: Mon, 31 Jul 2023 22:28:48 -0700
Subject: [PATCH 04/11] fix hardcoded scatter marker size issue #54204

---
 doc/source/getting_started/intro_tutorials/04_plotting.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doc/source/getting_started/intro_tutorials/04_plotting.rst b/doc/source/getting_started/intro_tutorials/04_plotting.rst
index 0ea99b6505d4c..f02b0cef8fc81 100644
--- a/doc/source/getting_started/intro_tutorials/04_plotting.rst
+++ b/doc/source/getting_started/intro_tutorials/04_plotting.rst
@@ -108,7 +108,7 @@ I want to visually compare the :math:`NO_2` values measured in London versus Par
    :okwarning:
 
     @savefig 04_airqual_scatter.png
-    air_quality.plot.scatter(x="station_london", y="station_paris", alpha=0.5)
+    air_quality.plot.scatter(x="station_london", y="station_paris", s = 20, alpha=0.5)
     plt.show()
 
 .. raw:: html

From 44ed8f42c17ff0ab88457d8c9c6468b523592756 Mon Sep 17 00:00:00 2001
From: tarsur909 <68882529+tarsur909@users.noreply.github.com>
Date: Mon, 31 Jul 2023 22:40:31 -0700
Subject: [PATCH 05/11] fix hardcoded scatter marker size issue #54204

---
 doc/source/user_guide/dsintro.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doc/source/user_guide/dsintro.rst b/doc/source/user_guide/dsintro.rst
index 919dafb291b86..b025a5a0ae6cb 100644
--- a/doc/source/user_guide/dsintro.rst
+++ b/doc/source/user_guide/dsintro.rst
@@ -577,7 +577,7 @@ greater than 5, calculate the ratio, and plot:
            SepalRatio=lambda x: x.SepalWidth / x.SepalLength,
            PetalRatio=lambda x: x.PetalWidth / x.PetalLength,
        )
-       .plot(kind="scatter", x="SepalRatio", y="PetalRatio")
+       .plot(kind="scatter", x="SepalRatio", y="PetalRatio", s = 20)
    )
 
 Since a function is passed in, the function is computed on the DataFrame

From 2e62132243033115c4db1fc19022f6207c6f164c Mon Sep 17 00:00:00 2001
From: tarsur909 <68882529+tarsur909@users.noreply.github.com>
Date: Mon, 31 Jul 2023 22:58:28 -0700
Subject: [PATCH 06/11] fix hardcoded scatter marker size issue #54204

---
 doc/source/user_guide/visualization.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doc/source/user_guide/visualization.rst b/doc/source/user_guide/visualization.rst
index 4b5cdca23103c..388b3d72a2b57 100644
--- a/doc/source/user_guide/visualization.rst
+++ b/doc/source/user_guide/visualization.rst
@@ -626,7 +626,7 @@ It is recommended to specify ``color`` and ``label`` keywords to distinguish eac
 
    ax = df.plot.scatter(x="a", y="b", color="DarkBlue", label="Group 1")
    @savefig scatter_plot_repeated.png
-   df.plot.scatter(x="c", y="d", color="DarkGreen", label="Group 2", ax=ax);
+   df.plot.scatter(x="c", y="d", color="DarkGreen", label="Group 2", ax=ax, s = 20);
 
 .. ipython:: python
    :suppress:

From a67ae8d69ea01305e0337c28dca6ed000700e799 Mon Sep 17 00:00:00 2001
From: HollisHolmes <68450234+HollisHolmes@users.noreply.github.com>
Date: Thu, 30 Oct 2025 02:14:23 +0000
Subject: [PATCH 07/11] set default to 20 and raise PandasFutureWarning

---
 pandas/plotting/_matplotlib/core.py | 34 +++++++++++++++--------------
 1 file changed, 18 insertions(+), 16 deletions(-)

diff --git a/pandas/plotting/_matplotlib/core.py b/pandas/plotting/_matplotlib/core.py
index f34aecf24ac59..e9c13dd3294d1 100644
--- a/pandas/plotting/_matplotlib/core.py
+++ b/pandas/plotting/_matplotlib/core.py
@@ -19,11 +19,13 @@
 )
 import warnings
 
-import matplotlib as mpl
 import numpy as np
 
 from pandas._libs import lib
-from pandas.errors import AbstractMethodError
+from pandas.errors import (
+    AbstractMethodError,
+    PandasFutureWarning,
+)
 from pandas.util._decorators import cache_readonly
 from pandas.util._exceptions import find_stack_level
 
@@ -54,6 +56,7 @@
 )
 from pandas.core.dtypes.missing import isna
 
+import matplotlib as mpl
 import pandas.core.common as com
 
 from pandas.io.formats.printing import pprint_thing
@@ -81,11 +84,6 @@
 )
 
 if TYPE_CHECKING:
-    from matplotlib.artist import Artist
-    from matplotlib.axes import Axes
-    from matplotlib.axis import Axis
-    from matplotlib.figure import Figure
-
     from pandas._typing import (
         IndexLabel,
         NDFrameT,
@@ -93,6 +91,10 @@
         npt,
     )
 
+    from matplotlib.artist import Artist
+    from matplotlib.axes import Axes
+    from matplotlib.axis import Axis
+    from matplotlib.figure import Figure
     from pandas import (
         DataFrame,
         Index,
@@ -1325,18 +1327,18 @@ def __init__(
         **kwargs,
     ) -> None:
         if s is None:
-            #  The default size of the elements in a scatter plot
-            # is now based on the rcParam ``lines.markersize``.
-            # This means that if rcParams are temporarily changed,
-            # the marker size changes as well according to mpl.rc_context().
+            # The default size of the elements in a scatter plot
+            # is 20, but this will change in a future version.
+            # In the future the value will be derived from
+            # mpl.rcParams["lines.markersize"] if not provided
             warnings.warn(
-                """The default of s=20 is deprecated and
-                has changed to mpl.rcParams['lines.markersize'].
-                Specify `s` to suppress this warning""",
-                DeprecationWarning,
+                "The default of s=20 will be changed to use "
+                "mpl.rcParams['lines.markersize'] in the future. "
+                "Specify `s` to suppress this warning",
+                PandasFutureWarning,
                 stacklevel=find_stack_level(),
             )
-            s = mpl.rcParams["lines.markersize"] ** 2.0
+            s = 20
         elif is_hashable(s) and s in data.columns:
             s = data[s]
         self.s = s

From 62472c9c86dadafb92c9086cbfee40dadf474596 Mon Sep 17 00:00:00 2001
From: HollisHolmes <68450234+HollisHolmes@users.noreply.github.com>
Date: Thu, 30 Oct 2025 02:14:42 +0000
Subject: [PATCH 08/11] update docs warning

---
 .../intro_tutorials/04_plotting.rst                | 14 ++++++--------
 1 file changed, 6 insertions(+), 8 deletions(-)

diff --git a/doc/source/getting_started/intro_tutorials/04_plotting.rst b/doc/source/getting_started/intro_tutorials/04_plotting.rst
index f02b0cef8fc81..e963a63881cd8 100644
--- a/doc/source/getting_started/intro_tutorials/04_plotting.rst
+++ b/doc/source/getting_started/intro_tutorials/04_plotting.rst
@@ -121,15 +121,13 @@ number of alternatives are available to plot data. Let’s use some
 standard Python to get an overview of the available plot methods:
 
 .. ipython:: python
+    :okwarning:
 
-    import warnings
-    with warnings.catch_warnings():
-        warnings.simplefilter("ignore")
-        [
-            method_name
-            for method_name in dir(air_quality.plot)
-            if not method_name.startswith("_")
-        ]
+    [
+        method_name
+        for method_name in dir(air_quality.plot)
+        if not method_name.startswith("_")
+    ]
 
 .. note::
     In many development environments such as IPython and

From b967f9fe3adbe629491a0de26b815d244440b4ce Mon Sep 17 00:00:00 2001
From: HollisHolmes <68450234+HollisHolmes@users.noreply.github.com>
Date: Thu, 30 Oct 2025 02:17:31 +0000
Subject: [PATCH 09/11] check default and FutureWarning thrown

---
 pandas/tests/plotting/test_misc.py | 60 ++++++++++++++++++------------
 1 file changed, 36 insertions(+), 24 deletions(-)

diff --git a/pandas/tests/plotting/test_misc.py b/pandas/tests/plotting/test_misc.py
index 1db0924b35134..6cb9605f431f8 100644
--- a/pandas/tests/plotting/test_misc.py
+++ b/pandas/tests/plotting/test_misc.py
@@ -5,6 +5,7 @@
 import numpy as np
 import pytest
 
+from pandas.errors import PandasFutureWarning
 import pandas.util._test_decorators as td
 
 from pandas import (
@@ -864,34 +865,45 @@ def test_plot_bar_label_count_expected_success():
         [(30, 10, 10, 10), (20, 20, 20, 20), (10, 30, 30, 10)], columns=list("ABCD")
     )
     df.plot(subplots=[("A", "B", "D")], kind="bar", title=["A&B&D", "C"])
-    @pytest.mark.filterwarnings("default")
-    def test_change_scatter_markersize_rcparams(self):
-        # GH 54204
-        # Ensure proper use of lines.markersize to style pandas scatter
-        # plots like matplotlib does.
-        # Will raise deprecation warnings.
-        df = DataFrame(data={"x": [1, 2, 3], "y": [1, 2, 3]})
-
-        pandas_default = df.plot.scatter(
+
+
+def testhhh_change_scatter_markersize_future_warning():
+    # GH 54204
+    # Will raise FutureWarning if s not provided to df.plot.scatter
+    df = DataFrame(data={"x": [1, 2, 3], "y": [1, 2, 3]})
+    with tm.assert_produces_warning(PandasFutureWarning):
+        pandas_default_without_rcparams = df.plot.scatter(
             x="x", y="y", title="pandas scatter, default rc marker size"
         )
+    # Verify that pandas still defaults to 20
+    assert pandas_default_without_rcparams.collections[0].get_sizes()[0] == 20
 
-        mpl_default = mpl.pyplot.scatter(df["x"], df["y"])
 
-        # verify that pandas and matplotlib scatter
-        # default marker size are the same (s = 6^2 = 36)
-        assert (
-            pandas_default.collections[0].get_sizes()[0] == mpl_default.get_sizes()[0]
+@pytest.mark.filterwarnings(
+    "ignore:The default of s=20 will be changed:pandas.errors.PandasFutureWarning"
+)
+def testhhh_scatter_markersize_same_default_with_rcparams():
+    # GH 54204
+    # Ensure default markersize is still 20 if no rcparams
+    df = DataFrame(data={"x": [1, 2, 3], "y": [1, 2, 3]})
+    with mpl.rc_context({"lines.markersize": 10}):
+        pandas_default_with_rcparams = df.plot.scatter(
+            x="x", y="y", title="pandas scatter, changed rc marker size"
         )
+    # Verify that pandas default markersize is still 20 with rc_params
+    assert pandas_default_with_rcparams.collections[0].get_sizes()[0] == 20
 
-        with mpl.rc_context({"lines.markersize": 10}):
-            pandas_changed = df.plot.scatter(
-                x="x", y="y", title="pandas scatter, changed rc marker size"
-            )
-            mpl_changed = mpl.pyplot.scatter(df["x"], df["y"])
 
-        # verify that pandas and matplotlib scatter
-        # changed marker size are the same (s = 10^2 = 100)
-        assert (
-            pandas_changed.collections[0].get_sizes()[0] == mpl_changed.get_sizes()[0]
-        )
+@pytest.mark.filterwarnings(
+    "ignore:The default of s=20 will be changed:pandas.errors.PandasFutureWarning"
+)
+def testhhh_scatter_markersize_same_default_without_rcparams():
+    # GH 54204
+    # Ensure default markersize is still 20 if no rcparams
+    df = DataFrame(data={"x": [1, 2, 3], "y": [1, 2, 3]})
+
+    pandas_default_with_rcparams = df.plot.scatter(
+        x="x", y="y", title="pandas scatter, changed rc marker size"
+    )
+    # Verify that pandas default markersize is still 20 without rc_params
+    assert pandas_default_with_rcparams.collections[0].get_sizes()[0] == 20

From 9ae77ebd1b542c96a838c563398fc544f52b57a2 Mon Sep 17 00:00:00 2001
From: HollisHolmes <68450234+HollisHolmes@users.noreply.github.com>
Date: Thu, 30 Oct 2025 02:20:10 +0000
Subject: [PATCH 10/11] fix test name

---
 pandas/tests/plotting/test_misc.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pandas/tests/plotting/test_misc.py b/pandas/tests/plotting/test_misc.py
index 6cb9605f431f8..cbd287726c760 100644
--- a/pandas/tests/plotting/test_misc.py
+++ b/pandas/tests/plotting/test_misc.py
@@ -867,7 +867,7 @@ def test_plot_bar_label_count_expected_success():
     df.plot(subplots=[("A", "B", "D")], kind="bar", title=["A&B&D", "C"])
 
 
-def testhhh_change_scatter_markersize_future_warning():
+def test_change_scatter_markersize_future_warning():
     # GH 54204
     # Will raise FutureWarning if s not provided to df.plot.scatter
     df = DataFrame(data={"x": [1, 2, 3], "y": [1, 2, 3]})
@@ -882,7 +882,7 @@ def testhhh_change_scatter_markersize_future_warning():
 @pytest.mark.filterwarnings(
     "ignore:The default of s=20 will be changed:pandas.errors.PandasFutureWarning"
 )
-def testhhh_scatter_markersize_same_default_with_rcparams():
+def test_scatter_markersize_same_default_with_rcparams():
     # GH 54204
     # Ensure default markersize is still 20 if no rcparams
     df = DataFrame(data={"x": [1, 2, 3], "y": [1, 2, 3]})
@@ -897,7 +897,7 @@ def testhhh_scatter_markersize_same_default_with_rcparams():
 @pytest.mark.filterwarnings(
     "ignore:The default of s=20 will be changed:pandas.errors.PandasFutureWarning"
 )
-def testhhh_scatter_markersize_same_default_without_rcparams():
+def test_scatter_markersize_same_default_without_rcparams():
     # GH 54204
     # Ensure default markersize is still 20 if no rcparams
     df = DataFrame(data={"x": [1, 2, 3], "y": [1, 2, 3]})

From 8afd38dd555112029134ac8e3bcd11bd301165c7 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Thu, 30 Oct 2025 02:24:53 +0000
Subject: [PATCH 11/11] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 pandas/plotting/_matplotlib/core.py | 11 ++++++-----
 1 file changed, 6 insertions(+), 5 deletions(-)

diff --git a/pandas/plotting/_matplotlib/core.py b/pandas/plotting/_matplotlib/core.py
index e9c13dd3294d1..62942778b0d5e 100644
--- a/pandas/plotting/_matplotlib/core.py
+++ b/pandas/plotting/_matplotlib/core.py
@@ -19,6 +19,7 @@
 )
 import warnings
 
+import matplotlib as mpl
 import numpy as np
 
 from pandas._libs import lib
@@ -56,7 +57,6 @@
 )
 from pandas.core.dtypes.missing import isna
 
-import matplotlib as mpl
 import pandas.core.common as com
 
 from pandas.io.formats.printing import pprint_thing
@@ -84,6 +84,11 @@
 )
 
 if TYPE_CHECKING:
+    from matplotlib.artist import Artist
+    from matplotlib.axes import Axes
+    from matplotlib.axis import Axis
+    from matplotlib.figure import Figure
+
     from pandas._typing import (
         IndexLabel,
         NDFrameT,
@@ -91,10 +96,6 @@
         npt,
     )
 
-    from matplotlib.artist import Artist
-    from matplotlib.axes import Axes
-    from matplotlib.axis import Axis
-    from matplotlib.figure import Figure
     from pandas import (
         DataFrame,
         Index,