From de65f6658b2587397e12bbd965ad7230972a916c Mon Sep 17 00:00:00 2001
From: tuhinsharma121 <tuhinsharma121@gmail.com>
Date: Sun, 2 Jun 2024 22:31:48 +0530
Subject: [PATCH] DOC: fix RT03,SA01 for pandas.plotting.autocorrelation_plot

---
 ci/code_checks.sh        | 1 -
 pandas/plotting/_misc.py | 6 ++++++
 2 files changed, 6 insertions(+), 1 deletion(-)

diff --git a/ci/code_checks.sh b/ci/code_checks.sh
index 230b4d3daf243..fa2b836bb4a30 100755
--- a/ci/code_checks.sh
+++ b/ci/code_checks.sh
@@ -475,7 +475,6 @@ if [[ -z "$CHECK" || "$CHECK" == "docstrings" ]]; then
         -i "pandas.pivot PR07" \
         -i "pandas.pivot_table PR07" \
         -i "pandas.plotting.andrews_curves RT03,SA01" \
-        -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.scatter_matrix PR07,SA01" \
diff --git a/pandas/plotting/_misc.py b/pandas/plotting/_misc.py
index d79bb7152e6b4..8f30c961fc284 100644
--- a/pandas/plotting/_misc.py
+++ b/pandas/plotting/_misc.py
@@ -591,6 +591,12 @@ def autocorrelation_plot(series: Series, ax: Axes | None = None, **kwargs) -> Ax
     Returns
     -------
     matplotlib.axes.Axes
+        The matplotlib axes containing the autocorrelation plot.
+
+    See Also
+    --------
+    Series.autocorr : Compute the lag-N autocorrelation for a Series.
+    plotting.lag_plot : Lag plot for time series.
 
     Examples
     --------