diff --git a/examples/plot_customizations.ipynb b/examples/plot_customizations.ipynb
index dc1642c1..e51b45a8 100644
--- a/examples/plot_customizations.ipynb
+++ b/examples/plot_customizations.ipynb
@@ -223,7 +223,7 @@
     {
      "data": {
       "text/plain": [
-       "'0.12.9b0'"
+       "'0.12.9b3'"
       ]
      },
      "execution_count": 4,
@@ -359,9 +359,16 @@
     "\n",
     "---\n",
     "\n",
-    "#### Setting the Figure Title and the Y-axis Label:"
+    "#### Setting the Figure Title, the Y-axis Label, and the X-axis Label:"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
   {
    "cell_type": "code",
    "execution_count": 7,
@@ -369,7 +376,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 800x575 with 4 Axes>"
       ]
@@ -382,16 +389,10 @@
     "mpf.plot(daily,type='candle',volume=True,\n",
     "         title='\\nS&P 500, Nov 2019',\n",
     "         ylabel='OHLC Candles',\n",
-    "         ylabel_lower='Shares\\nTraded')"
+    "         ylabel_lower='Shares\\nTraded',\n",
+    "         xlabel='DATE')"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
diff --git a/src/mplfinance/_panels.py b/src/mplfinance/_panels.py
index 7d8524a2..c1b8bef1 100644
--- a/src/mplfinance/_panels.py
+++ b/src/mplfinance/_panels.py
@@ -218,15 +218,22 @@ def _build_panels( figure, config ):
     return panels
     
 
-def _set_ticks_on_bottom_panel_only(panels,formatter,rotation=45):
+def _set_ticks_on_bottom_panel_only(panels,formatter,rotation=45,xlabel=None):
 
     bot = panels.index.values[-1]
     ax  = panels.at[bot,'axes'][0]
     ax.tick_params(axis='x',rotation=rotation)
     ax.xaxis.set_major_formatter(formatter)
 
+    if xlabel is not None:
+        ax.set_xlabel(xlabel)
+
     if len(panels) == 1: return
 
+    # [::-1] reverses the order of the panel id's
+    # [1:] all but the first element, which, since the array
+    #      is reversed, means we take all but the LAST panel id.
+    # Thus, only the last (bottom) panel id gets tick labels:
     for panid in panels.index.values[::-1][1:]:
         panels.at[panid,'axes'][0].tick_params(axis='x',labelbottom=False)
 
diff --git a/src/mplfinance/_version.py b/src/mplfinance/_version.py
index ff6c7f0b..e16ebafe 100644
--- a/src/mplfinance/_version.py
+++ b/src/mplfinance/_version.py
@@ -1,4 +1,4 @@
-version_info = (0, 12, 9, 'beta', 3)
+version_info = (0, 12, 9, 'beta', 4)
 
 _specifier_ = {'alpha': 'a','beta': 'b','candidate': 'rc','final': ''}
 
diff --git a/src/mplfinance/plotting.py b/src/mplfinance/plotting.py
index 1f568702..4e849f92 100644
--- a/src/mplfinance/plotting.py
+++ b/src/mplfinance/plotting.py
@@ -194,6 +194,10 @@ def _valid_plot_kwargs():
         'axtitle'                   : { 'Default'     : None, # Axes Title (subplot title)
                                         'Description' : 'Axes Title (subplot title)',
                                         'Validator'   : lambda value: isinstance(value,(str,dict)) },
+                                        
+        'xlabel'                    : { 'Default'     : None,   # x-axis label
+                                        'Description' : 'label for x-axis of plot',
+                                        'Validator'   : lambda value: isinstance(value,str) },
  
         'ylabel'                    : { 'Default'     : 'Price', # y-axis label
                                         'Description' : 'label for y-axis of main plot',
@@ -675,10 +679,12 @@ def plot( data, **kwargs ):
 
     xrotation = config['xrotation']
     if not external_axes_mode:
-        _set_ticks_on_bottom_panel_only(panels,formatter,rotation=xrotation)
+        _set_ticks_on_bottom_panel_only(panels,formatter,rotation=xrotation,
+                                        xlabel=config['xlabel'])
     else:
         axA1.tick_params(axis='x',rotation=xrotation)
         axA1.xaxis.set_major_formatter(formatter)
+        axA1.set_xlabel(config['xlabel'])
 
     ysd = config['yscale']
     if isinstance(ysd,dict):
@@ -727,8 +733,8 @@ def plot( data, **kwargs ):
                 elif panid == 'lower': panid = 1  # for backwards compatibility
                 if apdict['y_on_right'] is not None:
                     panels.at[panid,'y_on_right'] = apdict['y_on_right']
-
             aptype = apdict['type']
+
             if aptype == 'ohlc' or aptype == 'candle':
                 ax = _addplot_collections(panid,panels,apdict,xdates,config)
                 _addplot_apply_supplements(ax,apdict,xdates)
@@ -1096,6 +1102,11 @@ def _addplot_columns(panid,panels,ydata,apdict,xdates,config):
 def _addplot_apply_supplements(ax,apdict,xdates):
     if (apdict['ylabel'] is not None):
         ax.set_ylabel(apdict['ylabel'])
+    # Note that xlabel is NOT supported for addplot.  This is because
+    # in Panels Mode, there is only one xlabel (on the bottom axes)
+    # which is handled by the `xlabel` kwarg of `mpf.plot()`,
+    # whereas in External Axes Mode, users can call `Axes.set_xlabel()` on
+    # the axes object of their choice.
     if apdict['ylim'] is not None:
         ax.set_ylim(apdict['ylim'][0],apdict['ylim'][1])
     if apdict['title'] is not None: