diff --git a/ci/code_checks.sh b/ci/code_checks.sh
index d5b4dd2f59bea..230b4d3daf243 100755
--- a/ci/code_checks.sh
+++ b/ci/code_checks.sh
@@ -478,7 +478,6 @@ if [[ -z "$CHECK" || "$CHECK" == "docstrings" ]]; then
         -i "pandas.plotting.autocorrelation_plot RT03,SA01" \
         -i "pandas.plotting.lag_plot RT03,SA01" \
         -i "pandas.plotting.parallel_coordinates PR07,RT03,SA01" \
-        -i "pandas.plotting.plot_params SA01" \
         -i "pandas.plotting.scatter_matrix PR07,SA01" \
         -i "pandas.plotting.table PR07,RT03,SA01" \
         -i "pandas.qcut PR07,SA01" \
diff --git a/pandas/plotting/_misc.py b/pandas/plotting/_misc.py
index af7ddf39283c0..d79bb7152e6b4 100644
--- a/pandas/plotting/_misc.py
+++ b/pandas/plotting/_misc.py
@@ -617,6 +617,14 @@ class _Options(dict):
     the same as the plot function parameters, but is stored in a canonical
     format that makes it easy to breakdown into groups later.
 
+    See Also
+    --------
+    plotting.register_matplotlib_converters : Register pandas formatters and
+        converters with matplotlib.
+    plotting.bootstrap_plot : Bootstrap plot on mean, median and mid-range statistics.
+    plotting.autocorrelation_plot : Autocorrelation plot for time series.
+    plotting.lag_plot : Lag plot for time series.
+
     Examples
     --------