diff --git a/doc/source/user_guide/style.ipynb b/doc/source/user_guide/style.ipynb
index 43021fcbc13fb..fc0ba116dcb3f 100644
--- a/doc/source/user_guide/style.ipynb
+++ b/doc/source/user_guide/style.ipynb
@@ -76,7 +76,7 @@
    "source": [
     "# Hidden cell to just create the below example: code is covered throughout the guide.\n",
     "s = df.style\\\n",
-    "      .hide_columns([('Random', 'Tumour'), ('Random', 'Non-Tumour')])\\\n",
+    "      .hide([('Random', 'Tumour'), ('Random', 'Non-Tumour')], axis='columns')\\\n",
     "      .format('{:.0f}')\\\n",
     "      .set_table_styles([{\n",
     "        'selector': '',\n",
@@ -1339,7 +1339,7 @@
     "    for series in [test1,test2,test3, test4]:\n",
     "        s = series.copy()\n",
     "        s.name=''\n",
-    "        row += \"<td>{}</td>\".format(s.to_frame().style.hide_index().bar(align=align, \n",
+    "        row += \"<td>{}</td>\".format(s.to_frame().style.hide(axis='index').bar(align=align, \n",
     "                                                           color=['#d65f5f', '#5fba7d'], \n",
     "                                                           width=100).to_html()) #testn['width']\n",
     "    row += '</tr>'\n",