diff --git a/ci/code_checks.sh b/ci/code_checks.sh
index c2ab1e6b62352..1e90c16377467 100755
--- a/ci/code_checks.sh
+++ b/ci/code_checks.sh
@@ -92,12 +92,10 @@ if [[ -z "$CHECK" || "$CHECK" == "docstrings" ]]; then
         -i "pandas.Series.dt.month_name PR01,PR02" \
         -i "pandas.Series.dt.normalize PR01" \
         -i "pandas.Series.dt.round PR01,PR02" \
-        -i "pandas.Series.dt.strftime PR01,PR02" \
-        -i "pandas.Series.dt.to_period PR01,PR02" \
-        -i "pandas.Series.dt.total_seconds PR01" \
-        -i "pandas.Series.dt.tz_convert PR01,PR02" \
-        -i "pandas.Series.dt.tz_localize PR01,PR02" \
-        -i "pandas.Series.dt.unit GL08" \
+        -i "pandas.Series.dt.strftime PR02" \
+        -i "pandas.Series.dt.to_period PR02" \
+        -i "pandas.Series.dt.tz_convert PR02" \
+        -i "pandas.Series.dt.tz_localize PR02" \
         -i "pandas.Series.pad PR01,SA01" \
         -i "pandas.Series.sparse.fill_value SA01" \
         -i "pandas.Series.sparse.from_coo PR07,SA01" \
diff --git a/pandas/core/arrays/datetimelike.py b/pandas/core/arrays/datetimelike.py
index fbe1677b95b33..515c7dd2de595 100644
--- a/pandas/core/arrays/datetimelike.py
+++ b/pandas/core/arrays/datetimelike.py
@@ -1736,6 +1736,12 @@ def strftime(self, date_format: str) -> npt.NDArray[np.object_]:
         ----------
         date_format : str
             Date format string (e.g. "%%Y-%%m-%%d").
+        *args
+            Additional arguments and keywords have no effect but might be
+             accepted for compatibility with NumPy.
+        **kwargs
+            Additional arguments and keywords have no effect but might be
+             accepted for compatibility with NumPy.
 
         Returns
         -------
@@ -2060,6 +2066,24 @@ def _creso(self) -> int:
 
     @cache_readonly
     def unit(self) -> str:
+        """
+        The precision of the datetime data.
+
+        Returns the most precise unit used for the datetime data.
+
+        See Also
+        --------
+        TimelikeOps.as_unit : Converts to a specific unit.
+
+        Examples
+        --------
+        >>> idx = pd.DatetimeIndex(["2020-01-02 01:02:03.004005006"])
+        >>> idx.unit
+        'ns'
+        >>> idx = pd.DatetimeIndex(["2020-01-02 01:02:03"])
+        >>> idx.unit
+        's'
+        """
         # e.g. "ns", "us", "ms"
         # error: Argument 1 to "dtype_to_unit" has incompatible type
         # "ExtensionDtype"; expected "Union[DatetimeTZDtype, dtype[Any]]"
diff --git a/pandas/core/arrays/datetimes.py b/pandas/core/arrays/datetimes.py
index 201c449185057..5d6c8a596e5c7 100644
--- a/pandas/core/arrays/datetimes.py
+++ b/pandas/core/arrays/datetimes.py
@@ -854,12 +854,23 @@ def tz_convert(self, tz) -> Self:
         """
         Convert tz-aware Datetime Array/Index from one time zone to another.
 
+        This method is used to convert a timezone-aware Datetime Array or Index to
+        a different time zone. The original UTC time remains the same; only the
+        time zone information is changed. If the Timestamp is timezone-naive, a
+        TypeError is raised.
+
         Parameters
         ----------
         tz : str, zoneinfo.ZoneInfo, pytz.timezone, dateutil.tz.tzfile, datetime.tzinfo or None
             Time zone for time. Corresponding timestamps would be converted
             to this time zone of the Datetime Array/Index. A `tz` of None will
             convert to UTC and remove the timezone information.
+        *args
+            Additional arguments and keywords have no effect but might be
+            accepted for compatibility with NumPy.
+        **kwargs
+            Additional arguments and keywords have no effect but might be
+            accepted for compatibility with NumPy.
 
         Returns
         -------
@@ -981,6 +992,12 @@ def tz_localize(
             - timedelta objects will shift nonexistent times by the timedelta
             - 'raise' will raise a ValueError if there are
               nonexistent times.
+        *args
+            Additional arguments and keywords have no effect but might be
+             accepted for compatibility with NumPy.
+        **kwargs
+            Additional arguments and keywords have no effect but might be
+             accepted for compatibility with NumPy.
 
         Returns
         -------
@@ -1200,6 +1217,12 @@ def to_period(self, freq=None) -> PeriodArray:
         freq : str or Period, optional
             One of pandas' :ref:`period aliases <timeseries.period_aliases>`
             or an Period object. Will be inferred by default.
+        *args
+            Additional arguments and keywords have no effect but might be
+             accepted for compatibility with NumPy.
+        **kwargs
+            Additional arguments and keywords have no effect but might be
+             accepted for compatibility with NumPy.
 
         Returns
         -------
diff --git a/pandas/core/arrays/timedeltas.py b/pandas/core/arrays/timedeltas.py
index 754ae277e359a..c64262e00916b 100644
--- a/pandas/core/arrays/timedeltas.py
+++ b/pandas/core/arrays/timedeltas.py
@@ -733,6 +733,15 @@ def total_seconds(self) -> npt.NDArray[np.float64]:
         This method is available directly on TimedeltaArray, TimedeltaIndex
         and on Series containing timedelta values under the ``.dt`` namespace.
 
+        Parameters
+        ----------
+        *args
+            Additional arguments and keywords have no effect but might be
+            accepted for compatibility with NumPy.
+        **kwargs
+            Additional arguments and keywords have no effect but might be
+            accepted for compatibility with NumPy.
+
         Returns
         -------
         ndarray, Index or Series