diff --git a/python/pyspark/pandas/plot/matplotlib.py b/python/pyspark/pandas/plot/matplotlib.py
index 616cf1de340ed..60d3538605bf3 100644
--- a/python/pyspark/pandas/plot/matplotlib.py
+++ b/python/pyspark/pandas/plot/matplotlib.py
@@ -23,6 +23,7 @@
 import numpy as np
 from matplotlib.axes._base import _process_plot_format  # type: ignore[attr-defined]
 from matplotlib.figure import Figure
+import pandas as pd
 from pandas.core.dtypes.inference import is_list_like
 from pandas.io.formats.printing import pprint_thing  # type: ignore[import-untyped]
 from pandas.plotting._matplotlib import (  # type: ignore[import-untyped]
@@ -968,5 +969,10 @@ def _plot(data, x=None, y=None, subplots=False, ax=None, kind="line", **kwds):
 
         plot_obj = klass(data, subplots=subplots, ax=ax, kind=kind, **kwds)
     plot_obj.generate()
-    plot_obj.draw()
+    if LooseVersion(pd.__version__) < "3.0.0":
+        plot_obj.draw()
+    else:
+        import matplotlib.pyplot as plt
+
+        plt.draw_if_interactive()
     return plot_obj.result