diff --git a/examples/user_guide/Timeseries_Data.ipynb b/examples/user_guide/Timeseries_Data.ipynb
index e4ebe709f..18fc67563 100644
--- a/examples/user_guide/Timeseries_Data.ipynb
+++ b/examples/user_guide/Timeseries_Data.ipynb
@@ -56,6 +56,23 @@
     "sst.hvplot(xformatter=formatter)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Auto range\n",
+    "Automatic auto-ranging on the data in x or y is supported, making it easy to scale the given axes and fit the entire visible curve after a zoom or pan."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "sst.hvplot(autorange=\"y\")"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
diff --git a/hvplot/converter.py b/hvplot/converter.py
index f17e81f56..b7d119038 100644
--- a/hvplot/converter.py
+++ b/hvplot/converter.py
@@ -84,6 +84,9 @@ class HoloViewsConverter:
     """
     Generic options
     ---------------
+    autorange (default=None): Literal['x', 'y'] | None
+        Whether to enable auto-ranging along the x- or y-axis when
+        zooming.
     clim: tuple
         Lower and upper bound of the color scale
     cnorm (default='linear'): str
@@ -383,7 +386,8 @@ def __init__(
         y_sampling=None, project=False, tools=[], attr_labels=None,
         coastline=False, tiles=False, sort_date=True,
         check_symmetric_max=1000000, transforms={}, stream=None,
-        cnorm=None, features=None, rescale_discrete_levels=None, **kwds
+        cnorm=None, features=None, rescale_discrete_levels=None,
+        autorange=None, **kwds
     ):
         # Process data and related options
         self._redim = fields
@@ -485,6 +489,8 @@ def __init__(
         if ylim is not None:
             plot_opts['ylim'] = tuple(ylim)
 
+        plot_opts['autorange'] = autorange
+
         self.invert = invert
         if loglog is not None:
             logx = logx or loglog