diff --git a/content/multipledataset.html b/content/multipledataset.html
index a328c8f7..cc136bab 100644
--- a/content/multipledataset.html
+++ b/content/multipledataset.html
@@ -13,7 +13,6 @@ draft: false
 <script src="/scripts/websiteFile.js"></script>
 <script src="https://cdn.rawgit.com/larsgw/citation.js/archive/citation.js/citation-0.4.0-9.js"
   type="text/javascript"></script>
-<script src="https://cdn.plot.ly/plotly-latest.min.js"></script>
 <script src="https://unpkg.com/simple-statistics@7.0.2/dist/simple-statistics.min.js"></script>
 <script>
   window.onload= async ()=>{
@@ -76,6 +75,7 @@ draft: false
   }
   async function reloadStat(){
     var stb=document.getElementById("stat_table_b");
+    document.getElementById("graph_div").inerrHTML=""
     stb.innerHTML=''
     const sel_ref=document.getElementById("sel_ref")
     const refstr=((sel_ref.selectedIndex>=0) ? sel_ref.options[sel_ref.selectedIndex].value : null)
@@ -104,6 +104,7 @@ draft: false
         sdic.get(key).push(exval-((sdatdic.has(refstr)) ? sdatdic.get(refstr).get(key2) : NaN))
       }
     }
+    var graphdat=[]
     for(const[keystr,vals] of sdic){
       row=document.createElement("tr")
       key=JSON.parse(keystr)
@@ -137,7 +138,37 @@ draft: false
         row.appendChild(td)
       }
       stb.appendChild(row)
+      var box = {
+                    x: noNanVals,
+                    amean: ss.mean(avals).toFixed(3),
+                    name:  key.map(k=>k.toString()).join(" ") + " MAD : " + ss.mean(avals).toPrecision(4),
+                    type: 'box',
+                    boxmean: 'sd'
+      };
+      graphdat.push(box)
     }
+    var layout = {
+            paper_bgcolor: 'rgba(0,0,0,0)',
+            plot_bgcolor: 'rgba(0,0,0,0)',
+            gap: 0,
+            legend: {
+                traceorder: 'reversed',
+            },
+            bgcolor:'#E2E2E2',
+            bordercolor:'#FFFFFF',
+            borderwidth: 2,
+            // autosize: false,
+            width: 850,
+            height: 500,
+            margin: {
+                l: 0,
+                r: 10,
+                b: 15,
+                t: 20,
+                pad: 0,
+             },
+    }
+    Plotly.newPlot('graph_div', graphdat, layout);
   }
   async function reloadContent(){
     const LatexInline=['\\(','\\)']
@@ -270,5 +301,6 @@ draft: false
     </thead>
     <tbody id="stat_table_b">
     </tbody>
+    <div id="graph_div"></div>
   </table>
 </div>
\ No newline at end of file
diff --git a/layouts/partials/head_custom.html b/layouts/partials/head_custom.html
index 977f73a2..9537eefb 100644
--- a/layouts/partials/head_custom.html
+++ b/layouts/partials/head_custom.html
@@ -1,28 +1,4 @@
-<script type="text/javascript" id="MathJax-script" async
-  src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-chtml.js">
+<script type="text/javascript" async
+src="https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_SVG">
 </script>
-<script type="text/x-mathjax-config">
-  MathJax.Hub.Config({
-    tex2jax: {
-      inlineMath: [['$','$'], ['\\(','\\)']],
-      displayMath: [['$$','$$'], ['\[','\]']],
-      processEscapes: true,
-      processEnvironments: true,
-      skipTags: ['script', 'noscript', 'style', 'textarea', 'pre'],
-      TeX: { equationNumbers: { autoNumber: "AMS" },
-           extensions: ["AMSmath.js", "AMSsymbols.js"] }
-    }
-  });
-  </script>
-  
-  <script type="text/x-mathjax-config">
-    MathJax.Hub.Queue(function() {
-      // Fix <code> tags after MathJax finishes running. This is a
-      // hack to overcome a shortcoming of Markdown. Discussion at
-      // https://github.com/mojombo/jekyll/issues/199
-      var all = MathJax.Hub.getAllJax(), i;
-      for(i = 0; i < all.length; i += 1) {
-          all[i].SourceElement().parentNode.className += ' has-jax';
-      }
-  });
-  </script>
\ No newline at end of file
+<script src="https://cdn.plot.ly/plotly-latest.min.js"></script>
\ No newline at end of file