diff --git a/soap_atomic_charges.ipynb b/soap_atomic_charges.ipynb
index 25e4c81d6093f969508ca9deab090dda11a37355..f54d135f0a02b7d6e8f2ae9e409728cfe5064aac 100644
--- a/soap_atomic_charges.ipynb
+++ b/soap_atomic_charges.ipynb
@@ -14,7 +14,7 @@
     "\n",
     "   \n",
     "   <div style=\"text-align:center\">\n",
-    "    <b><font size=\"6.4\">Learning atomic charges</font></b>    \n",
+    "    <b><font size=\"6.4\">Machine learning atomic charges</font></b>    \n",
     "  </div>\n",
     "    \n",
     "<p>\n",
@@ -23,6 +23,9 @@
     "    James R. Kermode\n",
     "<br><p>  \n",
     "gc121@cam.ac.uk, j.r.kermode@warwick.ac.uk\n",
+    "<span class=\"nomad--last-updated\" data-version=\"v1.0.0\">[Last updated: September 26, 2019]</span>\n",
+    "\n",
+
     "<br><br>  \n",
     "\n",
     "<div> \n",