diff --git a/_static/css/jupman-web.css b/_static/css/jupman-web.css
index 49faf79c..e660c776 100644
--- a/_static/css/jupman-web.css
+++ b/_static/css/jupman-web.css
@@ -1,4 +1,6 @@
 
+/** ONLY AVAILABLE IN THE WEBSITE */
+
 
 /* Makes visible the '+' boxes in menu
   https://github.com/DavidLeoni/jupman/issues/38    
@@ -41,4 +43,36 @@ img {
 */
 .jupman-inline-img {
     display: inline;
-}
\ No newline at end of file
+}
+
+.jupman-sol {
+    margin-top: -10px
+}
+
+.jupman-sol-question {
+    margin-bottom: 20px
+}
+
+.jupman-sol-label {
+    background-color:#f3faff  /* lighter than admonition */;
+    
+    padding: 7px;
+    
+    border-style: solid;
+    border-color: #ede4f4;   
+}
+
+.jupman-sol-content {
+    background-color:#f3faff;
+    padding-right:7px;    
+    border-style: solid;
+    border-color: #ede4f4;  
+}
+
+.jupman-sol-hidden {
+    display: 'none';
+}
+
+.jupman-sol-visible {
+    display: block;
+}
diff --git a/_static/css/jupman.css b/_static/css/jupman.css
index a3a28238..424bae53 100644
--- a/_static/css/jupman.css
+++ b/_static/css/jupman.css
@@ -1,4 +1,6 @@
 
+    /** ONLY AVAILABLE IN JUPYTER **/
+    
     #jupman-nav {
         position: fixed;
         top: 10px; 
@@ -113,17 +115,3 @@
     #jupman-toc .toc-active {
         background: rgba(168, 254, 255, 0.32);
     }
-
-    .jupman-solution {       
-        padding:1px;
-    }
-
-    .jupman-solution-header {
-        display:none;
-        color: blue;
-        text-decoration: underline;
-        cursor: pointer;
-    }
-
-
-
diff --git a/_static/css/softpython-theme.css b/_static/css/softpython-theme.css
index 246fc36f..067b6683 100644
--- a/_static/css/softpython-theme.css
+++ b/_static/css/softpython-theme.css
@@ -153,3 +153,28 @@ div.nbinput.container div.prompt, div.nboutput.container div.prompt{
     width:5px !important;
 }
 
+.jupman-sol {
+    margin-top: -10px
+}
+
+.jupman-sol-question {
+    margin-bottom: 20px
+}
+
+
+.jupman-sol-label {
+    background-color:#ebf3ed;  /* lighter than admonition */
+    
+    padding: 7px;
+    
+    border-style: solid;
+    border-color: #d3dfd6;
+}
+
+
+.jupman-sol-content {
+    background-color:#ebf3ed;
+    padding-right:7px;    
+    border-style: solid;
+    border-color: #d3dfd6;
+}
diff --git a/_static/js/jupman.js b/_static/js/jupman.js
index c8921363..bc3c045d 100644
--- a/_static/js/jupman.js
+++ b/_static/js/jupman.js
@@ -1,17 +1,18 @@
 
-/*
+/**
  * JUPYTER MANAGER JavaScript https://github.com/DavidLeoni/jupman 
  * 
  */
 
+
+/**
+ * @deprecated use jupman.toggleVisibility instead
+ * @param {string} what 
+ */
 function toggleVisibility(what){
-        var e = document.getElementById(what);
-        if(e.style.display == 'block')
-          e.style.display = 'none';
-        else
-          e.style.display = 'block';
-    };
-    
+    console.warn("global toggleVisibility is deprecated, use jupman.toggleVisibility instead");
+    jupman.toggleVisibility(what);            
+};
 
 function showthis(url) {
     window.open(url, "pres", "toolbar=yes,scrollbars=yes,resizable=yes,top=10,left=400,width=500,height=500");
@@ -103,42 +104,49 @@ var jupman = {
                 }
             }).parents('div .cell ').hide();        
     },
+   
+    /**
+     * NOTE: ONLY WORKS ON THE WEBSITE
+     *      
+     * @param {@string} solId i.e. jupman-sol-7
+     * @since 3.2 
+     */
+    toggleSolution : function(solId){
+        
+        let sol = $('#' + solId);
+                
+        button = sol.children(':first');                        
+                
+        content = sol.children(':nth-child(2)');
+
+        if (content.css('display') === 'none'){            
+            button.val(button.data('jupman-hide'));
+        } else {                                    
+            button.val(button.data('jupman-show'));            
+        }
+        content.slideToggle();                                
+    },
     
-    toggleVisibility: function(what){
+    /**
+     * Simple vanilla way to toggle an element
+     * @param {string} what i.e. someid (no # prefix)
+     */
+    toggleVisibility : function (what){
+
         var e = document.getElementById(what);
-        if(e.style.display == 'block')
-          e.style.display = 'none';
-        else
-          e.style.display = 'block';
+        if(e.style.display == 'block') {
+            e.style.display = 'none';
+        } else {
+            e.style.display = 'block';        
+        }
     },
-    
+
     /**
      *  Code common to both jupman in jupyter and Website
     */
     initCommon : function(){
-        
-        $(".jupman-solution-header").remove();
-        span = $('<div>');
-        span.addClass('jupman-solution-header');
-        span.text('Show/hide solution');
-        
-        span.insertBefore(".jupman-solution");
-        
-        
-        $(".jupman-solution").hide();
-        $(".jupman-solution-header").show();
 
-        $('.jupman-solution-header')
-            .off('click')
-            .click(function(){
-                
-                var uls = $(this).nextAll(".jupman-solution");             
-                var sibling = uls.eq(0);
-                          
-                sibling.slideToggle();        
-                ev.preventDefault();
-                ev.stopPropagation();
-        });
+        console.log('Jupman initCommon')
 
     },
 
@@ -157,16 +165,7 @@ var jupman = {
        // ****************************     WARNING      ********************************
        //         THIS HIDE STUFF DOES NOT WORK IN SPHINX, ONLY WORKS WHEN YOU MANUALLY EXPORT TO HTML 
        // ******************************************************************************
-       jupman.hideCell("%%HTML");
-       jupman.hideCell("import jupman");
-       
-        // TODO this is a bit too hacky   
-       jupman.hideCell(/from exercise(.+)_solution import \*/)
        
-       jupman.hideCellAll(/.*jupman_init.*/); 
-       jupman.hideCell("jupman_show_run(");
-       jupman.hideCell("nxpd.draw(");
-       jupman.hideCellAll("jupman_run("); 
        
        if (jupman.hasToc()){
            if ($("#jupman-toc").length === 0){
@@ -200,7 +199,7 @@ var jupman = {
                     } else {
                         $("#jupman-toc").hide();                        
                     }
-
+$
         /*            if ($("#jupman-toc").is(":visible")){
                         if (jupman.hoverToc()) {                    
                         } else {
@@ -285,7 +284,7 @@ var jupman = {
 
        jupman.initCommon();
         
-       if (typeof JUPMAN_IN_JUPYTER === "undefined" || !JUPMAN_IN_JUPYTER ){            
+       if (typeof JUPMAN_IN_JUPYTER === "undefined" || !JUPMAN_IN_JUPYTER ){
            jupman.initWebsite();
        } else {
            jupman.initJupyter();
diff --git a/_test/jupman_tools_test.py b/_test/jupman_tools_test.py
index 4c0f3432..dae03134 100644
--- a/_test/jupman_tools_test.py
+++ b/_test/jupman_tools_test.py
@@ -190,9 +190,9 @@ def test_setup(tconf):
     mockapp = MockSphinx()
     
     tconf.setup(mockapp)
-    assert os.path.isfile(os.path.join(tconf.jm.generated, 'jupyter-intro.zip'))
-    assert os.path.isfile(os.path.join(tconf.jm.generated, 'python-intro.zip'))
-    assert os.path.isfile(os.path.join(tconf.jm.generated, 'tools-intro.zip'))
+    assert os.path.isfile(os.path.join(tconf.jm.generated, 'jupyter-example.zip'))
+    assert os.path.isfile(os.path.join(tconf.jm.generated, 'python-example.zip'))
+    assert os.path.isfile(os.path.join(tconf.jm.generated, 'jup-and-py-example.zip'))
 
 def test_ignore_spaces():
     
diff --git a/changelog.md b/changelog.md
index 65cc0be1..8dcad67e 100644
--- a/changelog.md
+++ b/changelog.md
@@ -3,7 +3,18 @@
 
 Jupman Jupyter Manager 
 
-https://jupman.softpython.org
+[jupman.softpython.org](https://jupman.softpython.org)
+
+
+## October 16 2020 - 3.2
+
+- added optional build on Github Actions
+- solutions are finally hidden on the website, with a click to show button!
+- moved to jupman.softpython.org
+- updated nbsphinx to 0.7.1
+- updated sphinx_rtd_theme to 0.4.3
+- updated sphinx to 2.3.1
+- updated pygments to2.7.1
 
 ## January 16th 2020 - 3.1
 
diff --git a/conf.py b/conf.py
index d7806f21..2d948453 100644
--- a/conf.py
+++ b/conf.py
@@ -1,5 +1,6 @@
 #!/usr/bin/env python3# -*- coding: utf-8 -*-
 
+
 # This is the configuration file of Sphynx, edit it as needed.
 
 import recommonmark
@@ -12,6 +13,7 @@
 import sys
 sys.path.append('.') # for rtd 
 import jupman_tools as jmt
+import jupman_tools
 
 
 on_rtd = os.environ.get('READTHEDOCS') == 'True'
@@ -48,7 +50,13 @@
 jm.chapter_patterns =  ['*/']
 jm.chapter_exclude_patterns =  ['[^_]*/','exams/', 'project/']
 
-# words used in ipynb files - you might want to translate these in your language. Use plural.
+# words used in ipynb files - you might want to translate these in your language. 
+# Use singular
+jm.ipynb_show_solution = "Show solution"
+jm.ipynb_hide_solution = "Hide"
+jm.ipynb_show_answer = "Show answer"
+jm.ipynb_hide_answer = "Hide"
+# Use plural
 jm.ipynb_solutions = "SOLUTIONS"
 jm.ipynb_exercises = "EXERCISES"
 
@@ -424,7 +432,9 @@
 # Background images fitting mode
 pdf_fit_background_mode = 'scale'
 
+
 def setup(app):
+    jmt.init(jm)
     
     app.add_config_value(   'recommonmark_config', {
                                 'auto_toc_tree_section': 'Contents',
@@ -445,12 +455,13 @@ def sub(x):
             return x
 
     jm.zip_paths(['project', 'requirements.txt'], 
-                    '_static/generated/project-template',
-                    patterns = sub)
-    
+                  '_static/generated/project-template',
+                  patterns = sub)    
 
 source_suffix = {
     '.rst': 'restructuredtext',
     '.txt': 'markdown',
     '.md': 'markdown'
-}
\ No newline at end of file
+}
+
+
diff --git a/index.ipynb b/index.ipynb
index 2a752b69..bff64e7d 100644
--- a/index.ipynb
+++ b/index.ipynb
@@ -534,13 +534,13 @@
     "\n",
     "- Based on [NBSphinx](http://nbsphinx.readthedocs.io/) which produces website made of static files\n",
     "- Supports build with ReadTheDocs or [Github Actions](https://github.com/DavidLeoni/readthedocs-to-actions) (or local Docker emulating ReadTheDocs)\n",
-    "- decent PDF layout\n",
     "- builds exercises from solution templates (both .ipynb and .py)\n",
     "- builds chapter zips\n",
     "- supports sharing code among chapters\n",
     "- Python Tutor integration (can work offline, doesn't need to install dependencies)\n",
     "- includes a exam management system (script and grades spreadsheet)\n",
     "- configuration clearly separated from code\n",
+    "- decent PDF layout\n",
     "- made for Python 3\n",
     "- comes with [documentation](usage.ipynb)\n",
     "- Open source code [on Github](https://github.com/DavidLeoni/jupman)\n",
@@ -553,8 +553,9 @@
     "\n",
     "**Used by:**\n",
     "\n",
-    "- [Scientific Programming Lab at University of Trento, Data Science Master](http://datasciprolab.readthedocs.io/) (English)\n",
-    "- [SoftPython book](http://softpython.readthedocs.io/) (Italian)"
+    "- [SoftPython book (english)](https://en.softpython.org/)\n",
+    "- [SoftPython book (italian)](https://it.softpython.org/)\n",
+    "- [Scientific Programming Lab at University of Trento, Data Science Master](http://datasciprolab.readthedocs.io/) (English)"
    ]
   },
   {
@@ -576,13 +577,17 @@
    "source": [
     "## Revisions\n",
     "\n",
+    "* **16 October 2020**: Released v3.2\n",
+    "\n",
+    "* **16 January 2020**: Released v3.1\n",
+    "\n",
     "* **29 December 2019**: Released v3.0\n",
     "\n",
     "* **24 September 2018**: Released v2.0\n",
     "\n",
     "* **3 August 2018**: Released v0.8\n",
     "\n",
-    "* [Change log](changelog.ipynb)\n"
+    "* [Change log](changelog.md)"
    ]
   },
   {
@@ -605,9 +610,9 @@
     "\n",
     "1.  [JUPMAN USAGE](usage.ipynb)\n",
     "1.  Chapter examples\n",
-    "    1. [Python introduction](python-intro.ipynb)\n",
-    "    1. [Jupyter introduction](jupyter-intro.ipynb)\n",
-    "    1. [Tools](tools-intro.ipynb)\n",
+    "    1. [Python example](python-example/python-example.ipynb)\n",
+    "    1. [Jupyter example](jupyter-example/jupyter-example-sol.ipynb)\n",
+    "    1. [Jupyter and python example](jup-and-py-example/jup-and-py-example-sol.ipynb)\n",
     "1. Templates\n",
     "    1. [Past exams](past-exams.ipynb)\n",
     "    1. [Changelog](changelog.md)"
diff --git a/jupyter-intro/example.csv b/jup-and-py-example/example.csv
similarity index 100%
rename from jupyter-intro/example.csv
rename to jup-and-py-example/example.csv
diff --git a/jupyter-intro/example.txt b/jup-and-py-example/example.txt
similarity index 100%
rename from jupyter-intro/example.txt
rename to jup-and-py-example/example.txt
diff --git a/jupyter-intro/_static/img/leaves.png b/jup-and-py-example/img/leaves.png
similarity index 100%
rename from jupyter-intro/_static/img/leaves.png
rename to jup-and-py-example/img/leaves.png
diff --git a/jupyter-intro/_static/img/local-image.svg b/jup-and-py-example/img/local-image.svg
similarity index 100%
rename from jupyter-intro/_static/img/local-image.svg
rename to jup-and-py-example/img/local-image.svg
diff --git a/tools-intro/tools-intro-sol.ipynb b/jup-and-py-example/jup-and-py-example-sol.ipynb
similarity index 100%
rename from tools-intro/tools-intro-sol.ipynb
rename to jup-and-py-example/jup-and-py-example-sol.ipynb
diff --git a/python-intro/local.py b/jup-and-py-example/local.py
similarity index 100%
rename from python-intro/local.py
rename to jup-and-py-example/local.py
diff --git a/python-intro/other_format_sol.pdf b/jup-and-py-example/other_format_sol.pdf
similarity index 100%
rename from python-intro/other_format_sol.pdf
rename to jup-and-py-example/other_format_sol.pdf
diff --git a/tools-intro/text_sol.py b/jup-and-py-example/text_sol.py
similarity index 100%
rename from tools-intro/text_sol.py
rename to jup-and-py-example/text_sol.py
diff --git a/tools-intro/text_test.py b/jup-and-py-example/text_test.py
similarity index 100%
rename from tools-intro/text_test.py
rename to jup-and-py-example/text_test.py
diff --git a/jupman-tests.ipynb b/jupman-tests.ipynb
index 9ab6b7a1..06561561 100644
--- a/jupman-tests.ipynb
+++ b/jupman-tests.ipynb
@@ -12,6 +12,8 @@
       "text/html": [
        "<style>\n",
        "\n",
+       "    /** ONLY AVAILABLE IN JUPYTER **/\n",
+       "    \n",
        "    #jupman-nav {\n",
        "        position: fixed;\n",
        "        top: 10px; \n",
@@ -127,38 +129,25 @@
        "        background: rgba(168, 254, 255, 0.32);\n",
        "    }\n",
        "\n",
-       "    .jupman-solution {       \n",
-       "        padding:1px;\n",
-       "    }\n",
-       "\n",
-       "    .jupman-solution-header {\n",
-       "        display:none;\n",
-       "        color: blue;\n",
-       "        text-decoration: underline;\n",
-       "        cursor: pointer;\n",
-       "    }\n",
-       "\n",
-       "\n",
-       "\n",
-       "\n",
        " </style>\n",
        "\n",
        "<script>\n",
        "var JUPMAN_IN_JUPYTER = true;\n",
        "\n",
-       "/*\n",
+       "/**\n",
        " * JUPYTER MANAGER JavaScript https://github.com/DavidLeoni/jupman \n",
        " * \n",
        " */\n",
        "\n",
+       "\n",
+       "/**\n",
+       " * @deprecated use jupman.toggleVisibility instead\n",
+       " * @param {string} what \n",
+       " */\n",
        "function toggleVisibility(what){\n",
-       "        var e = document.getElementById(what);\n",
-       "        if(e.style.display == 'block')\n",
-       "          e.style.display = 'none';\n",
-       "        else\n",
-       "          e.style.display = 'block';\n",
-       "    };\n",
-       "    \n",
+       "    console.warn(\"global toggleVisibility is deprecated, use jupman.toggleVisibility instead\");\n",
+       "    jupman.toggleVisibility(what);            \n",
+       "};\n",
        "\n",
        "function showthis(url) {\n",
        "    window.open(url, \"pres\", \"toolbar=yes,scrollbars=yes,resizable=yes,top=10,left=400,width=500,height=500\");\n",
@@ -250,42 +239,49 @@
        "                }\n",
        "            }).parents('div .cell ').hide();        \n",
        "    },\n",
+       "   \n",
+       "    /**\n",
+       "     * NOTE: ONLY WORKS ON THE WEBSITE\n",
+       "     *      \n",
+       "     * @param {@string} solId i.e. jupman-sol-7\n",
+       "     * @since 3.2 \n",
+       "     */\n",
+       "    toggleSolution : function(solId){\n",
+       "        \n",
+       "        let sol = $('#' + solId);\n",
+       "                \n",
+       "        button = sol.children(':first');                        \n",
+       "                \n",
+       "        content = sol.children(':nth-child(2)');\n",
+       "\n",
+       "        if (content.css('display') === 'none'){            \n",
+       "            button.val(button.data('jupman-hide'));\n",
+       "        } else {                                    \n",
+       "            button.val(button.data('jupman-show'));            \n",
+       "        }\n",
+       "        content.slideToggle();                                \n",
+       "    },\n",
        "    \n",
-       "    toggleVisibility: function(what){\n",
+       "    /**\n",
+       "     * Simple vanilla way to toggle an element\n",
+       "     * @param {string} what i.e. someid (no # prefix)\n",
+       "     */\n",
+       "    toggleVisibility : function (what){\n",
+       "\n",
        "        var e = document.getElementById(what);\n",
-       "        if(e.style.display == 'block')\n",
-       "          e.style.display = 'none';\n",
-       "        else\n",
-       "          e.style.display = 'block';\n",
+       "        if(e.style.display == 'block') {\n",
+       "            e.style.display = 'none';\n",
+       "        } else {\n",
+       "            e.style.display = 'block';        \n",
+       "        }\n",
        "    },\n",
-       "    \n",
+       "\n",
        "    /**\n",
        "     *  Code common to both jupman in jupyter and Website\n",
        "    */\n",
        "    initCommon : function(){\n",
-       "        \n",
-       "        $(\".jupman-solution-header\").remove();\n",
-       "        span = $('<div>');\n",
-       "        span.addClass('jupman-solution-header');\n",
-       "        span.text('Show/hide solution');\n",
-       "        \n",
-       "        span.insertBefore(\".jupman-solution\");\n",
-       "        \n",
-       "        \n",
-       "        $(\".jupman-solution\").hide();\n",
-       "        $(\".jupman-solution-header\").show();\n",
        "\n",
-       "        $('.jupman-solution-header')\n",
-       "            .off('click')\n",
-       "            .click(function(){\n",
-       "                \n",
-       "                var uls = $(this).nextAll(\".jupman-solution\");             \n",
-       "                var sibling = uls.eq(0);\n",
-       "                          \n",
-       "                sibling.slideToggle();        \n",
-       "                ev.preventDefault();\n",
-       "                ev.stopPropagation();\n",
-       "        });\n",
+       "        console.log('Jupman initCommon')\n",
        "\n",
        "    },\n",
        "\n",
@@ -304,16 +300,7 @@
        "       // ****************************     WARNING      ********************************\n",
        "       //         THIS HIDE STUFF DOES NOT WORK IN SPHINX, ONLY WORKS WHEN YOU MANUALLY EXPORT TO HTML \n",
        "       // ******************************************************************************\n",
-       "       jupman.hideCell(\"%%HTML\");\n",
-       "       jupman.hideCell(\"import jupman\");\n",
-       "       \n",
-       "        // TODO this is a bit too hacky   \n",
-       "       jupman.hideCell(/from exercise(.+)_solution import \\*/)\n",
        "       \n",
-       "       jupman.hideCellAll(/.*jupman_init.*/); \n",
-       "       jupman.hideCell(\"jupman_show_run(\");\n",
-       "       jupman.hideCell(\"nxpd.draw(\");\n",
-       "       jupman.hideCellAll(\"jupman_run(\"); \n",
        "       \n",
        "       if (jupman.hasToc()){\n",
        "           if ($(\"#jupman-toc\").length === 0){\n",
@@ -347,7 +334,7 @@
        "                    } else {\n",
        "                        $(\"#jupman-toc\").hide();                        \n",
        "                    }\n",
-       "\n",
+       "$\n",
        "        /*            if ($(\"#jupman-toc\").is(\":visible\")){\n",
        "                        if (jupman.hoverToc()) {                    \n",
        "                        } else {\n",
@@ -432,7 +419,7 @@
        "\n",
        "       jupman.initCommon();\n",
        "        \n",
-       "       if (typeof JUPMAN_IN_JUPYTER === \"undefined\" || !JUPMAN_IN_JUPYTER ){            \n",
+       "       if (typeof JUPMAN_IN_JUPYTER === \"undefined\" || !JUPMAN_IN_JUPYTER ){\n",
        "           jupman.initWebsite();\n",
        "       } else {\n",
        "           jupman.initJupyter();\n",
@@ -734,7 +721,7 @@
     "* NOTE: after creating the text to see the results you have to run the initial cell with jupman.init (as for the toc) \n",
     "* NOTE: you can't use Markdown block code since of Sept 2017 doesn't show well in HTML output \n",
     "\n",
-    "<div class=\"jupman-solution\">\n",
+    "<div class=\"jupman-sol\">\n",
     "\n",
     "<code>\n",
     "<pre>\n",
@@ -747,7 +734,7 @@
     "</code>\n",
     "</div>\n",
     "\n",
-    "<div class=\"jupman-solution\">\n",
+    "<div class=\"jupman-sol\">\n",
     "\n",
     "<code>\n",
     "<pre>\n",
@@ -847,7 +834,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Some other Markdown cell aftwerwards ...."
+    "Some other Markdown cell afterwards ...."
    ]
   },
   {
@@ -894,10 +881,10 @@
        "\n",
        "        <script src=\"_static/js/pytutor-embed.bundle.min.js\" type=\"application/javascript\"></script>\n",
        "     \n",
-       "        <script id=\"json-jmd15e89a4-2e96-467f-b5e2-4989527cf7d2\" type=\"application/json\" >\n",
-       "            {\"trace\": [{\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [], \"heap\": {}, \"globals\": {}, \"line\": 2, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\"], \"heap\": {\"1\": [\"LIST\", 5, 8, 4, 10, 30, 20, 40, 50, 60, 70, 20, 30]}, \"globals\": {\"x\": [\"REF\", 1]}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"y\"], \"heap\": {\"1\": [\"LIST\", 5, 8, 4, 10, 30, 20, 40, 50, 60, 70, 20, 30], \"2\": [\"DICT\", [3, 9]]}, \"globals\": {\"y\": [\"REF\", 2], \"x\": [\"REF\", 1]}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"return\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"y\", \"z\"], \"heap\": {\"1\": [\"LIST\", 5, 8, 4, 10, 30, 20, 40, 50, 60, 70, 20, 30], \"2\": [\"DICT\", [3, 9]], \"3\": [\"LIST\", [\"REF\", 1]]}, \"globals\": {\"x\": [\"REF\", 1], \"y\": [\"REF\", 2], \"z\": [\"REF\", 3]}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}], \"code\": \" \\nx = [5,8,4,10,30,20,40,50,60,70,20,30]\\ny= {3:9}\\nz = [x]\"}\n",
+       "        <script id=\"json-jmfe1f614a-46d7-4c97-be07-b877a6a63f6e\" type=\"application/json\" >\n",
+       "            {\"trace\": [{\"line\": 2, \"func_name\": \"<module>\", \"ordered_globals\": [], \"heap\": {}, \"stdout\": \"\", \"event\": \"step_line\", \"globals\": {}, \"stack_to_render\": []}, {\"line\": 3, \"func_name\": \"<module>\", \"ordered_globals\": [\"x\"], \"heap\": {\"1\": [\"LIST\", 5, 8, 4, 10, 30, 20, 40, 50, 60, 70, 20, 30]}, \"stdout\": \"\", \"event\": \"step_line\", \"globals\": {\"x\": [\"REF\", 1]}, \"stack_to_render\": []}, {\"line\": 4, \"func_name\": \"<module>\", \"ordered_globals\": [\"x\", \"y\"], \"heap\": {\"1\": [\"LIST\", 5, 8, 4, 10, 30, 20, 40, 50, 60, 70, 20, 30], \"2\": [\"DICT\", [3, 9]]}, \"stdout\": \"\", \"event\": \"step_line\", \"globals\": {\"y\": [\"REF\", 2], \"x\": [\"REF\", 1]}, \"stack_to_render\": []}, {\"line\": 4, \"func_name\": \"<module>\", \"ordered_globals\": [\"x\", \"y\", \"z\"], \"heap\": {\"1\": [\"LIST\", 5, 8, 4, 10, 30, 20, 40, 50, 60, 70, 20, 30], \"2\": [\"DICT\", [3, 9]], \"3\": [\"LIST\", [\"REF\", 1]]}, \"stdout\": \"\", \"event\": \"return\", \"globals\": {\"y\": [\"REF\", 2], \"x\": [\"REF\", 1], \"z\": [\"REF\", 3]}, \"stack_to_render\": []}], \"code\": \" \\nx = [5,8,4,10,30,20,40,50,60,70,20,30]\\ny= {3:9}\\nz = [x]\"}\n",
        "        </script>\n",
-       "        <div id=\"jmd15e89a4-2e96-467f-b5e2-4989527cf7d2\" class=\"pytutorVisualizer\"> </div>\n",
+       "        <div id=\"jmfe1f614a-46d7-4c97-be07-b877a6a63f6e\" class=\"pytutorVisualizer\"> </div>\n",
        " \n",
        "        <style>\n",
        "        .vizLayoutTd {\n",
@@ -917,12 +904,12 @@
        "        <script>\n",
        "        (function(){\n",
        "\n",
-       "            var trace = JSON.parse(document.getElementById('json-jmd15e89a4-2e96-467f-b5e2-4989527cf7d2').innerHTML);                                        \n",
+       "            var trace = JSON.parse(document.getElementById('json-jmfe1f614a-46d7-4c97-be07-b877a6a63f6e').innerHTML);                                        \n",
        "            // NOTE 1: id without #\n",
        "            // NOTE 2 - maybe there are more predictable ways, but this will work anyway\n",
        "            //        - id should be number\n",
        "            visualizerIdOverride = Math.trunc(Math.random() * 100000000000)\n",
-       "            addVisualizerToPage(trace, 'jmd15e89a4-2e96-467f-b5e2-4989527cf7d2',{'embeddedMode' : false,\n",
+       "            addVisualizerToPage(trace, 'jmfe1f614a-46d7-4c97-be07-b877a6a63f6e',{'embeddedMode' : false,\n",
        "                                             'visualizerIdOverride':visualizerIdOverride})  \n",
        "            \n",
        "            \n",
@@ -999,10 +986,10 @@
        "\n",
        "        <script src=\"_static/js/pytutor-embed.bundle.min.js\" type=\"application/javascript\"></script>\n",
        "     \n",
-       "        <script id=\"json-jmf4f6fd76-856d-4316-a2fc-7e213f00f4ad\" type=\"application/json\" >\n",
-       "            {\"trace\": [{\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [], \"heap\": {}, \"globals\": {}, \"line\": 2, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"exception\", \"stack_to_render\": [], \"ordered_globals\": [], \"heap\": {}, \"globals\": {}, \"line\": 2, \"exception_msg\": \"NameError: name 'w' is not defined\", \"func_name\": \"<module>\", \"stdout\": \"\"}], \"code\": \" \\nx =  w + 5\"}\n",
+       "        <script id=\"json-jm7b3f04e2-d237-4290-bc18-ec161e2ea095\" type=\"application/json\" >\n",
+       "            {\"trace\": [{\"line\": 2, \"func_name\": \"<module>\", \"ordered_globals\": [], \"heap\": {}, \"stdout\": \"\", \"event\": \"step_line\", \"globals\": {}, \"stack_to_render\": []}, {\"line\": 2, \"func_name\": \"<module>\", \"ordered_globals\": [], \"heap\": {}, \"stdout\": \"\", \"event\": \"exception\", \"globals\": {}, \"stack_to_render\": [], \"exception_msg\": \"NameError: name 'w' is not defined\"}], \"code\": \" \\nx =  w + 5\"}\n",
        "        </script>\n",
-       "        <div id=\"jmf4f6fd76-856d-4316-a2fc-7e213f00f4ad\" class=\"pytutorVisualizer\"> </div>\n",
+       "        <div id=\"jm7b3f04e2-d237-4290-bc18-ec161e2ea095\" class=\"pytutorVisualizer\"> </div>\n",
        " \n",
        "        <style>\n",
        "        .vizLayoutTd {\n",
@@ -1022,12 +1009,12 @@
        "        <script>\n",
        "        (function(){\n",
        "\n",
-       "            var trace = JSON.parse(document.getElementById('json-jmf4f6fd76-856d-4316-a2fc-7e213f00f4ad').innerHTML);                                        \n",
+       "            var trace = JSON.parse(document.getElementById('json-jm7b3f04e2-d237-4290-bc18-ec161e2ea095').innerHTML);                                        \n",
        "            // NOTE 1: id without #\n",
        "            // NOTE 2 - maybe there are more predictable ways, but this will work anyway\n",
        "            //        - id should be number\n",
        "            visualizerIdOverride = Math.trunc(Math.random() * 100000000000)\n",
-       "            addVisualizerToPage(trace, 'jmf4f6fd76-856d-4316-a2fc-7e213f00f4ad',{'embeddedMode' : false,\n",
+       "            addVisualizerToPage(trace, 'jm7b3f04e2-d237-4290-bc18-ec161e2ea095',{'embeddedMode' : false,\n",
        "                                             'visualizerIdOverride':visualizerIdOverride})  \n",
        "            \n",
        "            \n",
@@ -1077,10 +1064,10 @@
        "\n",
        "        <script src=\"_static/js/pytutor-embed.bundle.min.js\" type=\"application/javascript\"></script>\n",
        "     \n",
-       "        <script id=\"json-jm6c4f68a8-6fa4-4a1b-8884-fd89198dcbe6\" type=\"application/json\" >\n",
-       "            {\"trace\": [{\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [], \"heap\": {}, \"globals\": {}, \"line\": 2, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"return\", \"stack_to_render\": [], \"ordered_globals\": [\"x\"], \"heap\": {\"1\": [\"LIST\", 3, 2, 5, 2, 42, 34, 2, 4, 34, 2, 3, 4, 23, 4, 23, 4, 2, 34, 23, 4, 23, 4, 23, 4, 234, 34, 23, 4, 23, 4, 23, 4, 2]}, \"globals\": {\"x\": [\"REF\", 1]}, \"line\": 2, \"func_name\": \"<module>\", \"stdout\": \"\"}], \"code\": \" \\nx = [3,2,5,2,42,34,2,4,34,2,3,4,23,4,23,4,2,34,23,4,23,4,23,4,234,34,23,4,23,4,23,4,2]\"}\n",
+       "        <script id=\"json-jm91685e3b-3669-427e-aeff-61414761b74c\" type=\"application/json\" >\n",
+       "            {\"trace\": [{\"line\": 2, \"func_name\": \"<module>\", \"ordered_globals\": [], \"heap\": {}, \"stdout\": \"\", \"event\": \"step_line\", \"globals\": {}, \"stack_to_render\": []}, {\"line\": 2, \"func_name\": \"<module>\", \"ordered_globals\": [\"x\"], \"heap\": {\"1\": [\"LIST\", 3, 2, 5, 2, 42, 34, 2, 4, 34, 2, 3, 4, 23, 4, 23, 4, 2, 34, 23, 4, 23, 4, 23, 4, 234, 34, 23, 4, 23, 4, 23, 4, 2]}, \"stdout\": \"\", \"event\": \"return\", \"globals\": {\"x\": [\"REF\", 1]}, \"stack_to_render\": []}], \"code\": \" \\nx = [3,2,5,2,42,34,2,4,34,2,3,4,23,4,23,4,2,34,23,4,23,4,23,4,234,34,23,4,23,4,23,4,2]\"}\n",
        "        </script>\n",
-       "        <div id=\"jm6c4f68a8-6fa4-4a1b-8884-fd89198dcbe6\" class=\"pytutorVisualizer\"> </div>\n",
+       "        <div id=\"jm91685e3b-3669-427e-aeff-61414761b74c\" class=\"pytutorVisualizer\"> </div>\n",
        " \n",
        "        <style>\n",
        "        .vizLayoutTd {\n",
@@ -1100,12 +1087,12 @@
        "        <script>\n",
        "        (function(){\n",
        "\n",
-       "            var trace = JSON.parse(document.getElementById('json-jm6c4f68a8-6fa4-4a1b-8884-fd89198dcbe6').innerHTML);                                        \n",
+       "            var trace = JSON.parse(document.getElementById('json-jm91685e3b-3669-427e-aeff-61414761b74c').innerHTML);                                        \n",
        "            // NOTE 1: id without #\n",
        "            // NOTE 2 - maybe there are more predictable ways, but this will work anyway\n",
        "            //        - id should be number\n",
        "            visualizerIdOverride = Math.trunc(Math.random() * 100000000000)\n",
-       "            addVisualizerToPage(trace, 'jm6c4f68a8-6fa4-4a1b-8884-fd89198dcbe6',{'embeddedMode' : false,\n",
+       "            addVisualizerToPage(trace, 'jm91685e3b-3669-427e-aeff-61414761b74c',{'embeddedMode' : false,\n",
        "                                             'visualizerIdOverride':visualizerIdOverride})  \n",
        "            \n",
        "            \n",
@@ -1162,10 +1149,10 @@
        "\n",
        "        <script src=\"_static/js/pytutor-embed.bundle.min.js\" type=\"application/javascript\"></script>\n",
        "     \n",
-       "        <script id=\"json-jmca60061f-d1f6-4460-8a16-38a04ae92529\" type=\"application/json\" >\n",
-       "            {\"trace\": [{\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [], \"heap\": {}, \"globals\": {}, \"line\": 2, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"exception\", \"stack_to_render\": [], \"ordered_globals\": [], \"heap\": {}, \"globals\": {}, \"line\": 2, \"exception_msg\": \"NameError: name 'w' is not defined\", \"func_name\": \"<module>\", \"stdout\": \"\"}], \"code\": \" \\nx =  w + 5\"}\n",
+       "        <script id=\"json-jm398dd043-0b33-4d8a-817e-38d06f70d175\" type=\"application/json\" >\n",
+       "            {\"trace\": [{\"line\": 2, \"func_name\": \"<module>\", \"ordered_globals\": [], \"heap\": {}, \"stdout\": \"\", \"event\": \"step_line\", \"globals\": {}, \"stack_to_render\": []}, {\"line\": 2, \"func_name\": \"<module>\", \"ordered_globals\": [], \"heap\": {}, \"stdout\": \"\", \"event\": \"exception\", \"globals\": {}, \"stack_to_render\": [], \"exception_msg\": \"NameError: name 'w' is not defined\"}], \"code\": \" \\nx =  w + 5\"}\n",
        "        </script>\n",
-       "        <div id=\"jmca60061f-d1f6-4460-8a16-38a04ae92529\" class=\"pytutorVisualizer\"> </div>\n",
+       "        <div id=\"jm398dd043-0b33-4d8a-817e-38d06f70d175\" class=\"pytutorVisualizer\"> </div>\n",
        " \n",
        "        <style>\n",
        "        .vizLayoutTd {\n",
@@ -1185,12 +1172,12 @@
        "        <script>\n",
        "        (function(){\n",
        "\n",
-       "            var trace = JSON.parse(document.getElementById('json-jmca60061f-d1f6-4460-8a16-38a04ae92529').innerHTML);                                        \n",
+       "            var trace = JSON.parse(document.getElementById('json-jm398dd043-0b33-4d8a-817e-38d06f70d175').innerHTML);                                        \n",
        "            // NOTE 1: id without #\n",
        "            // NOTE 2 - maybe there are more predictable ways, but this will work anyway\n",
        "            //        - id should be number\n",
        "            visualizerIdOverride = Math.trunc(Math.random() * 100000000000)\n",
-       "            addVisualizerToPage(trace, 'jmca60061f-d1f6-4460-8a16-38a04ae92529',{'embeddedMode' : false,\n",
+       "            addVisualizerToPage(trace, 'jm398dd043-0b33-4d8a-817e-38d06f70d175',{'embeddedMode' : false,\n",
        "                                             'visualizerIdOverride':visualizerIdOverride})  \n",
        "            \n",
        "            \n",
@@ -1247,10 +1234,10 @@
        "\n",
        "        <script src=\"_static/js/pytutor-embed.bundle.min.js\" type=\"application/javascript\"></script>\n",
        "     \n",
-       "        <script id=\"json-jm2f2de955-15de-47b1-88fd-8764d1a203ee\" type=\"application/json\" >\n",
-       "            {\"trace\": [{\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [], \"heap\": {}, \"globals\": {}, \"line\": 2, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\"], \"heap\": {}, \"globals\": {\"x\": 0}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 0, \"i\": 0}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 1, \"i\": 0}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 1, \"i\": 1}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 2, \"i\": 1}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 2, \"i\": 2}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 3, \"i\": 2}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 3, \"i\": 3}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 4, \"i\": 3}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 4, \"i\": 4}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 5, \"i\": 4}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 5, \"i\": 5}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 6, \"i\": 5}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 6, \"i\": 6}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 7, \"i\": 6}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 7, \"i\": 7}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 8, \"i\": 7}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 8, \"i\": 8}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 9, \"i\": 8}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 9, \"i\": 9}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 10, \"i\": 9}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 10, \"i\": 10}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 11, \"i\": 10}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 11, \"i\": 11}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 12, \"i\": 11}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 12, \"i\": 12}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 13, \"i\": 12}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 13, \"i\": 13}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"globals\": {\"x\": 14, \"i\": 13}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": 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\"\", \"event\": \"step_line\", \"globals\": {\"i\": 498, \"x\": 498}, \"stack_to_render\": []}, {\"line\": 3, \"func_name\": \"<module>\", \"ordered_globals\": [\"x\", \"i\"], \"heap\": {}, \"stdout\": \"\", \"event\": \"step_line\", \"globals\": {\"i\": 498, \"x\": 499}, \"stack_to_render\": []}, {\"event\": \"instruction_limit_reached\", \"exception_msg\": \"Stopped after running 1000 steps. Please shorten your code,\\nsince Python Tutor is not designed to handle long-running code.\"}], \"code\": \" \\nx = 0\\nfor i in range(10000):\\n    x += 1\\nprint(x)\"}\n",
        "        </script>\n",
-       "        <div id=\"jm2f2de955-15de-47b1-88fd-8764d1a203ee\" class=\"pytutorVisualizer\"> </div>\n",
+       "        <div id=\"jm96ca7d22-b0b2-4338-b155-aa9cb7ed9b7b\" class=\"pytutorVisualizer\"> </div>\n",
        " \n",
        "        <style>\n",
        "        .vizLayoutTd {\n",
@@ -1270,12 +1257,12 @@
        "        <script>\n",
        "        (function(){\n",
        "\n",
-       "            var trace = JSON.parse(document.getElementById('json-jm2f2de955-15de-47b1-88fd-8764d1a203ee').innerHTML);                                        \n",
+       "            var trace = JSON.parse(document.getElementById('json-jm96ca7d22-b0b2-4338-b155-aa9cb7ed9b7b').innerHTML);                                        \n",
        "            // NOTE 1: id without #\n",
        "            // NOTE 2 - maybe there are more predictable ways, but this will work anyway\n",
        "            //        - id should be number\n",
        "            visualizerIdOverride = Math.trunc(Math.random() * 100000000000)\n",
-       "            addVisualizerToPage(trace, 'jm2f2de955-15de-47b1-88fd-8764d1a203ee',{'embeddedMode' : false,\n",
+       "            addVisualizerToPage(trace, 'jm96ca7d22-b0b2-4338-b155-aa9cb7ed9b7b',{'embeddedMode' : false,\n",
        "                                             'visualizerIdOverride':visualizerIdOverride})  \n",
        "            \n",
        "            \n",
@@ -1342,10 +1329,10 @@
        "\n",
        "        <script src=\"_static/js/pytutor-embed.bundle.min.js\" type=\"application/javascript\"></script>\n",
        "     \n",
-       "        <script id=\"json-jmca7971d1-39ef-4a75-a62b-2788c0ae409c\" type=\"application/json\" >\n",
-       "            {\"trace\": [{\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [], \"heap\": {}, \"globals\": {}, \"line\": 2, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\"], \"heap\": {\"1\": [\"DICT\", [0, \"a\"]]}, \"globals\": {\"x\": [\"REF\", 1]}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {\"1\": [\"DICT\", [0, \"a\"]]}, \"globals\": {\"x\": [\"REF\", 1], \"i\": 1}, \"line\": 4, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", \"i\"], \"heap\": {\"1\": [\"DICT\", [0, \"a\"], [1, \"a10000\"]]}, \"globals\": {\"x\": [\"REF\", 1], \"i\": 1}, \"line\": 3, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [\"x\", 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x[i-1]+str(i*10000)\"}\n",
+       "        <script id=\"json-jmb20f1456-7dc9-4d4b-8bbb-67becad2b67c\" type=\"application/json\" >\n",
+       "            {\"trace\": [{\"line\": 2, \"func_name\": \"<module>\", \"ordered_globals\": [], \"heap\": {}, \"stdout\": \"\", \"event\": \"step_line\", \"globals\": {}, \"stack_to_render\": []}, {\"line\": 3, \"func_name\": \"<module>\", \"ordered_globals\": [\"x\"], \"heap\": {\"1\": [\"DICT\", [0, \"a\"]]}, \"stdout\": \"\", \"event\": \"step_line\", \"globals\": {\"x\": [\"REF\", 1]}, \"stack_to_render\": []}, {\"line\": 4, \"func_name\": \"<module>\", \"ordered_globals\": [\"x\", \"i\"], \"heap\": {\"1\": [\"DICT\", [0, \"a\"]]}, \"stdout\": \"\", \"event\": \"step_line\", \"globals\": {\"i\": 1, \"x\": [\"REF\", 1]}, \"stack_to_render\": []}, {\"line\": 3, \"func_name\": \"<module>\", \"ordered_globals\": [\"x\", \"i\"], \"heap\": {\"1\": [\"DICT\", [0, \"a\"], [1, \"a10000\"]]}, \"stdout\": \"\", \"event\": \"step_line\", \"globals\": {\"i\": 1, \"x\": [\"REF\", 1]}, \"stack_to_render\": []}, {\"line\": 4, \"func_name\": \"<module>\", \"ordered_globals\": [\"x\", \"i\"], 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x[i] = x[i-1]+str(i*10000)\"}\n",
        "        </script>\n",
-       "        <div id=\"jmca7971d1-39ef-4a75-a62b-2788c0ae409c\" class=\"pytutorVisualizer\"> </div>\n",
+       "        <div id=\"jmb20f1456-7dc9-4d4b-8bbb-67becad2b67c\" class=\"pytutorVisualizer\"> </div>\n",
        " \n",
        "        <style>\n",
        "        .vizLayoutTd {\n",
@@ -1365,12 +1352,12 @@
        "        <script>\n",
        "        (function(){\n",
        "\n",
-       "            var trace = JSON.parse(document.getElementById('json-jmca7971d1-39ef-4a75-a62b-2788c0ae409c').innerHTML);                                        \n",
+       "            var trace = JSON.parse(document.getElementById('json-jmb20f1456-7dc9-4d4b-8bbb-67becad2b67c').innerHTML);                                        \n",
        "            // NOTE 1: id without #\n",
        "            // NOTE 2 - maybe there are more predictable ways, but this will work anyway\n",
        "            //        - id should be number\n",
        "            visualizerIdOverride = Math.trunc(Math.random() * 100000000000)\n",
-       "            addVisualizerToPage(trace, 'jmca7971d1-39ef-4a75-a62b-2788c0ae409c',{'embeddedMode' : false,\n",
+       "            addVisualizerToPage(trace, 'jmb20f1456-7dc9-4d4b-8bbb-67becad2b67c',{'embeddedMode' : false,\n",
        "                                             'visualizerIdOverride':visualizerIdOverride})  \n",
        "            \n",
        "            \n",
@@ -1422,10 +1409,10 @@
        "\n",
        "        <script src=\"_static/js/pytutor-embed.bundle.min.js\" type=\"application/javascript\"></script>\n",
        "     \n",
-       "        <script id=\"json-jmf8ddca5c-ac04-4394-be57-88e93eaf80f5\" type=\"application/json\" >\n",
-       "            {\"trace\": [{\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [], \"heap\": {}, \"globals\": {}, \"line\": 2, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"return\", \"stack_to_render\": [], \"ordered_globals\": [\"x\"], \"heap\": {\"1\": [\"LIST\", 1, 2, 3]}, \"globals\": {\"x\": [\"REF\", 1]}, \"line\": 2, \"func_name\": \"<module>\", \"stdout\": \"\"}], \"code\": \" \\nx = [1,2,3]\"}\n",
+       "        <script id=\"json-jm1f71390c-37a7-4bc5-a2e5-7d7f965594e4\" type=\"application/json\" >\n",
+       "            {\"trace\": [{\"line\": 2, \"func_name\": \"<module>\", \"ordered_globals\": [], \"heap\": {}, \"stdout\": \"\", \"event\": \"step_line\", \"globals\": {}, \"stack_to_render\": []}, {\"line\": 2, \"func_name\": \"<module>\", \"ordered_globals\": [\"x\"], \"heap\": {\"1\": [\"LIST\", 1, 2, 3]}, \"stdout\": \"\", \"event\": \"return\", \"globals\": {\"x\": [\"REF\", 1]}, \"stack_to_render\": []}], \"code\": \" \\nx = [1,2,3]\"}\n",
        "        </script>\n",
-       "        <div id=\"jmf8ddca5c-ac04-4394-be57-88e93eaf80f5\" class=\"pytutorVisualizer\"> </div>\n",
+       "        <div id=\"jm1f71390c-37a7-4bc5-a2e5-7d7f965594e4\" class=\"pytutorVisualizer\"> </div>\n",
        " \n",
        "        <style>\n",
        "        .vizLayoutTd {\n",
@@ -1445,12 +1432,12 @@
        "        <script>\n",
        "        (function(){\n",
        "\n",
-       "            var trace = JSON.parse(document.getElementById('json-jmf8ddca5c-ac04-4394-be57-88e93eaf80f5').innerHTML);                                        \n",
+       "            var trace = JSON.parse(document.getElementById('json-jm1f71390c-37a7-4bc5-a2e5-7d7f965594e4').innerHTML);                                        \n",
        "            // NOTE 1: id without #\n",
        "            // NOTE 2 - maybe there are more predictable ways, but this will work anyway\n",
        "            //        - id should be number\n",
        "            visualizerIdOverride = Math.trunc(Math.random() * 100000000000)\n",
-       "            addVisualizerToPage(trace, 'jmf8ddca5c-ac04-4394-be57-88e93eaf80f5',{'embeddedMode' : false,\n",
+       "            addVisualizerToPage(trace, 'jm1f71390c-37a7-4bc5-a2e5-7d7f965594e4',{'embeddedMode' : false,\n",
        "                                             'visualizerIdOverride':visualizerIdOverride})  \n",
        "            \n",
        "            \n",
@@ -1511,10 +1498,10 @@
        "\n",
        "        <script src=\"_static/js/pytutor-embed.bundle.min.js\" type=\"application/javascript\"></script>\n",
        "     \n",
-       "        <script id=\"json-jm1d43cd77-b068-477a-a655-1d58cbd2cfba\" type=\"application/json\" >\n",
-       "            {\"trace\": [{\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [], \"heap\": {}, \"globals\": {}, \"line\": 2, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"return\", \"stack_to_render\": [], \"ordered_globals\": [], \"heap\": {}, \"globals\": {}, \"line\": 2, \"func_name\": \"<module>\", \"stdout\": \"hello\\n\"}], \"code\": \" \\nprint(\\\"hello\\\")\"}\n",
+       "        <script id=\"json-jm060489c6-c69b-4557-968a-c8aeb66de64b\" type=\"application/json\" >\n",
+       "            {\"trace\": [{\"line\": 2, \"func_name\": \"<module>\", \"ordered_globals\": [], \"heap\": {}, \"stdout\": \"\", \"event\": \"step_line\", \"globals\": {}, \"stack_to_render\": []}, {\"line\": 2, \"func_name\": \"<module>\", \"ordered_globals\": [], \"heap\": {}, \"stdout\": \"hello\\n\", \"event\": \"return\", \"globals\": {}, \"stack_to_render\": []}], \"code\": \" \\nprint(\\\"hello\\\")\"}\n",
        "        </script>\n",
-       "        <div id=\"jm1d43cd77-b068-477a-a655-1d58cbd2cfba\" class=\"pytutorVisualizer\"> </div>\n",
+       "        <div id=\"jm060489c6-c69b-4557-968a-c8aeb66de64b\" class=\"pytutorVisualizer\"> </div>\n",
        " \n",
        "        <style>\n",
        "        .vizLayoutTd {\n",
@@ -1534,12 +1521,12 @@
        "        <script>\n",
        "        (function(){\n",
        "\n",
-       "            var trace = JSON.parse(document.getElementById('json-jm1d43cd77-b068-477a-a655-1d58cbd2cfba').innerHTML);                                        \n",
+       "            var trace = JSON.parse(document.getElementById('json-jm060489c6-c69b-4557-968a-c8aeb66de64b').innerHTML);                                        \n",
        "            // NOTE 1: id without #\n",
        "            // NOTE 2 - maybe there are more predictable ways, but this will work anyway\n",
        "            //        - id should be number\n",
        "            visualizerIdOverride = Math.trunc(Math.random() * 100000000000)\n",
-       "            addVisualizerToPage(trace, 'jm1d43cd77-b068-477a-a655-1d58cbd2cfba',{'embeddedMode' : false,\n",
+       "            addVisualizerToPage(trace, 'jm060489c6-c69b-4557-968a-c8aeb66de64b',{'embeddedMode' : false,\n",
        "                                             'visualizerIdOverride':visualizerIdOverride})  \n",
        "            \n",
        "            \n",
@@ -1583,10 +1570,10 @@
        "\n",
        "        <script src=\"_static/js/pytutor-embed.bundle.min.js\" type=\"application/javascript\"></script>\n",
        "     \n",
-       "        <script id=\"json-jmbaf53f00-2516-4b85-a0a6-831d29ef8899\" type=\"application/json\" >\n",
-       "            {\"trace\": [{\"event\": \"step_line\", \"stack_to_render\": [], \"ordered_globals\": [], \"heap\": {}, \"globals\": {}, \"line\": 2, \"func_name\": \"<module>\", \"stdout\": \"\"}, {\"event\": \"return\", \"stack_to_render\": [], \"ordered_globals\": [\"y\"], \"heap\": {\"1\": [\"LIST\", 1, 2, 3, 4]}, \"globals\": {\"y\": [\"REF\", 1]}, \"line\": 2, \"func_name\": \"<module>\", \"stdout\": \"\"}], \"code\": \" \\ny = [1,2,3,4]\"}\n",
+       "        <script id=\"json-jm9a3984d5-fc94-46f9-9732-934a97d2617a\" type=\"application/json\" >\n",
+       "            {\"trace\": [{\"line\": 2, \"func_name\": \"<module>\", \"ordered_globals\": [], \"heap\": {}, \"stdout\": \"\", \"event\": \"step_line\", \"globals\": {}, \"stack_to_render\": []}, {\"line\": 2, \"func_name\": \"<module>\", \"ordered_globals\": [\"y\"], \"heap\": {\"1\": [\"LIST\", 1, 2, 3, 4]}, \"stdout\": \"\", \"event\": \"return\", \"globals\": {\"y\": [\"REF\", 1]}, \"stack_to_render\": []}], \"code\": \" \\ny = [1,2,3,4]\"}\n",
        "        </script>\n",
-       "        <div id=\"jmbaf53f00-2516-4b85-a0a6-831d29ef8899\" class=\"pytutorVisualizer\"> </div>\n",
+       "        <div id=\"jm9a3984d5-fc94-46f9-9732-934a97d2617a\" class=\"pytutorVisualizer\"> </div>\n",
        " \n",
        "        <style>\n",
        "        .vizLayoutTd {\n",
@@ -1606,12 +1593,12 @@
        "        <script>\n",
        "        (function(){\n",
        "\n",
-       "            var trace = JSON.parse(document.getElementById('json-jmbaf53f00-2516-4b85-a0a6-831d29ef8899').innerHTML);                                        \n",
+       "            var trace = JSON.parse(document.getElementById('json-jm9a3984d5-fc94-46f9-9732-934a97d2617a').innerHTML);                                        \n",
        "            // NOTE 1: id without #\n",
        "            // NOTE 2 - maybe there are more predictable ways, but this will work anyway\n",
        "            //        - id should be number\n",
        "            visualizerIdOverride = Math.trunc(Math.random() * 100000000000)\n",
-       "            addVisualizerToPage(trace, 'jmbaf53f00-2516-4b85-a0a6-831d29ef8899',{'embeddedMode' : false,\n",
+       "            addVisualizerToPage(trace, 'jm9a3984d5-fc94-46f9-9732-934a97d2617a',{'embeddedMode' : false,\n",
        "                                             'visualizerIdOverride':visualizerIdOverride})  \n",
        "            \n",
        "            \n",
@@ -1716,15 +1703,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
-     "name": "stderr",
+     "name": "nbtutor",
      "output_type": "stream",
-     "text": [
-      "UsageError: Cell magic `%%nbtutor` not found.\n"
-     ]
+     "text": []
     }
    ],
    "source": [
@@ -1743,15 +1728,17 @@
    "source": [
     "## Stripping answers\n",
     "\n",
-    "For stripping answers examples, see [jupyter-intro/jupyter-intro-sol](jupyter-intro/jupyter-intro-sol.ipynb). For explanation, see [usage](usage.ipynb#Tags-to-strip)"
+    "For stripping answers examples, see [jupyter-example/jupyter-example-sol](jupyter-example/jupyter-example-sol.ipynb). For explanation, see [usage](usage.ipynb#Tags-to-strip)"
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "cell_type": "markdown",
+   "metadata": {
+    "dav-prop": "bla"
+   },
+   "source": [
+    "## Metadata to HTML classes\n"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -1807,7 +1794,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
@@ -1816,7 +1803,7 @@
        "75"
       ]
      },
-     "execution_count": 21,
+     "execution_count": 15,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1834,7 +1821,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
@@ -1843,7 +1830,7 @@
        "'--------------------------------------------------------------------------------'"
       ]
      },
-     "execution_count": 24,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1861,7 +1848,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -1870,7 +1857,7 @@
        "'------------------------------------------------------------------------------'"
       ]
      },
-     "execution_count": 25,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1888,7 +1875,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 18,
    "metadata": {
     "scrolled": true
    },
@@ -1918,7 +1905,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1939,7 +1926,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
@@ -1976,7 +1963,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 21,
    "metadata": {
     "scrolled": false
    },
@@ -2152,7 +2139,7 @@
   }
  ],
  "metadata": {
-  "celltoolbar": "Raw Cell Format",
+  "celltoolbar": "Visualize",
   "kernelspec": {
    "display_name": "Python 3",
    "language": "python",
diff --git a/jupman_tools.py b/jupman_tools.py
index 1344ba0c..5c1526d1 100644
--- a/jupman_tools.py
+++ b/jupman_tools.py
@@ -7,7 +7,8 @@
 import inspect
 import types
 import glob
-import datetime   
+import datetime 
+from nbconvert.preprocessors import Preprocessor  
 
 def fatal(msg, ex=None):
     """ Prints error and exits (halts program execution immediatly)
@@ -306,6 +307,58 @@ def multi_replace(text, d):
         s = re.sub(key, d[key], s) 
     return s
 
+
+def init(jupman):
+    """Initializes the system, does patching, etc
+
+        Should be called in conf.py at the beginning of setup() 
+    
+        @since 3.2
+    """
+    # hooks into ExecutePreprocessor.preprocess to execute our own filters.
+    # Method as in https://github.com/spatialaudio/nbsphinx/issues/305#issuecomment-506748814
+
+    def _from_notebook_node(self, nb, resources, **kwargs):
+        info('patched preprocessing method')            
+                                
+        for f in jupman.preprocessors:
+            nb, resources = f.preprocess(nb, resources=resources)
+
+        return nbsphinx_from_notebook_node(self, nb, resources=resources, **kwargs)        
+    
+    import nbsphinx
+    nbsphinx_from_notebook_node = nbsphinx.Exporter.from_notebook_node                
+
+    nbsphinx.Exporter.from_notebook_node = _from_notebook_node
+
+
+class JupmanPreprocessor(Preprocessor):
+    """ @since 3.2 """
+
+    def __init__(self, jupman):
+        """ @since 3.2 """
+        super().__init__()
+        self.jupman = jupman
+    
+    def preprocess(self, nb, resources):
+        """ @since 3.2 """
+
+        info("****  Jupman: preprocessing notebook *****")
+        
+        """Careful path *includes* part of docname:
+        {
+            'metadata': {'path': '/home/da/Da/prj/jupman/prj/jupyter-intro'},
+                'nbsphinx_docname': 'jupyter-intro/jupyter-intro-sol',
+                'nbsphinx_save_notebook': '/home/da/Da/prj/jupman/prj/_build/html/.doctrees/nbsphinx/jupyter-intro/jupyter-intro-sol.ipynb',
+                'output_files_dir': '../_build/html/.doctrees/nbsphinx',
+                'unique_key': 'jupyter-intro_jupyter-intro-sol'
+        }
+        """
+        rel_dir, partial_fn = os.path.split(resources['nbsphinx_docname'])                
+        source_abs_fn = os.path.join(resources['metadata']['path'], partial_fn + '.ipynb')                
+        return self.jupman._sol_nb_to_ex(nb, source_abs_fn,website=True), resources
+
+
 def replace_py_rel(code, filepath):
     """ Takes code to be copied into zips and removes unneeded relative imports
     """
@@ -345,7 +398,7 @@ def replace_html_rel(code, filepath):
                   ret)    
     return ret
 
-def replace_ipynb_rel(nb_node, filepath):
+def replace_ipynb_rel(nb_node, filepath, website=False):
     """ MODIFIES nb_node without returning it !
     """
 
@@ -355,10 +408,12 @@ def replace_ipynb_rel(nb_node, filepath):
             cell.source = replace_py_rel(cell.source, filepath)
         elif cell.cell_type == "markdown":
             # markdown cells: fix rel urls
-            cell.source = replace_md_rel(cell.source, filepath)
+            if not website:
+                cell.source = replace_md_rel(cell.source, filepath)
         elif cell.cell_type == "raw" and \
                 'raw_mimetype' in cell.metadata and cell.metadata['raw_mimetype'] == 'text/html':
-            cell.source = replace_html_rel(cell.source, filepath)             
+            if not website:
+                cell.source = replace_html_rel(cell.source, filepath)             
         else:
             #TODO latex ?
             pass
@@ -391,6 +446,11 @@ def __init__(self):
         self.chapter_patterns =  ['*/']
         self.chapter_exclude_patterns =  ['[^_]*/','exams/', 'project/']
 
+        self.ipynb_show_solution = "Show solution"
+        self.ipynb_hide_solution = "Hide solution"
+        self.ipynb_show_answer = "Show answer"
+        self.ipynb_hide_answer = "Hide answer"
+
         self.ipynb_solutions = "SOLUTIONS"
         self.ipynb_exercises = "EXERCISES"
         """ words used in ipynb files - you might want to translate these in your language. Use plurals."""        
@@ -450,6 +510,11 @@ def __init__(self):
         """
 
 
+        self.preprocessors = [JupmanPreprocessor(self)]
+        """ Notebook preprocessors. Default one is JupmanPreprocessor.
+
+            @since 3.2
+        """
 
 
     def is_zip_ignored(self, fname):
@@ -480,8 +545,10 @@ def get_exam_student_folder(self, ld):
         return '%s-%s-FIRSTNAME-LASTNAME-ID' % (self.filename,ld)    
 
 
-    def sol_to_ex_code(self, solution_text, filepath):
+    def is_code_sol(self, solution_text):
+        return self.sol_to_ex_code(solution_text) != solution_text    
 
+    def sol_to_ex_code(self, solution_text, filepath=None):
         
         if re.match(self.solution, solution_text.strip()):
             return ""
@@ -491,7 +558,8 @@ def sol_to_ex_code(self, solution_text, filepath):
                         solution_text)                    
         ret = re.sub(self.strip_pattern(), '', ret)
         ret = re.sub(self.write_solution_here, r'\1\n\n', ret)
-        ret = replace_py_rel(ret, filepath)
+        if filepath:
+            ret = replace_py_rel(ret, filepath)
         return ret            
 
     def validate_tags(self, fname):
@@ -607,6 +675,98 @@ def _copy_sols(self, source_fn, source_abs_fn, dest_fn):
             shutil.copy(source_abs_fn, dest_fn)
             
     
+    def _sol_nb_to_ex(self, nb, source_abs_fn, website=False ):
+        """ Takes a solution notebook object and modifies it to strip solutions
+
+            strip_all: if True completely removes the solutions
+
+            @since 3.2
+        """    
+        from nbformat.v4 import new_raw_cell
+
+        def before_cell(n, cell_type):
+            
+            sid = "jupman-sol-%s" % n
+
+            if cell_type == 'code': 
+                show = self.ipynb_show_solution
+                hide = self.ipynb_hide_solution
+                sol_class = 'jupman-sol-code'
+            elif cell_type == 'markdown':
+                show = self.ipynb_show_answer
+                hide = self.ipynb_hide_answer
+                sol_class = 'jupman-sol-question'
+            else:
+                warn("NO LABEL FOUND FOR cell_type %s, using default ones!" % cell_type)
+                show = self.ipynb_show_solution
+                show = self.ipynb_show_hide
+                sol_class = 'jupman-sol-code'
+
+            s = """<div id="%s" class="jupman-sol %s" onclick="jupman.toggleSolution('%s');" >""" % (sid,sol_class,sid)
+            s += """\n    <input type="button" class="jupman-sol-label" """
+            s += """        data-jupman-show="%s" data-jupman-hide="%s" value="%s"/>""" % (show, hide, show)
+            s += """\n    <div class="jupman-sol-content" style="display:none">""" 
+            
+            ret = new_raw_cell()
+            ret.metadata.format = "text/html"
+            ret.source = s
+            return ret
+            
+
+        def after_cell():
+            ret = new_raw_cell()
+            ret.metadata.format = "text/html"
+            ret.source = """    </div>\n</div>"""            
+            return ret            
+
+
+        import copy
+        replace_ipynb_rel(nb, source_abs_fn, website)                                                
+        if not website:
+            _replace_title(nb, 
+                           source_abs_fn, 
+                           r"# \2 %s" % self.ipynb_exercises)
+        
+        # look for tags
+        sh_cells = nb.cells[:]
+        nb.cells = []      
+
+        cell_counter = 0
+
+        for cell in sh_cells:
+            stripped_cell = copy.deepcopy(cell)
+            if cell.cell_type == "code":
+                if self.is_code_sol(cell.source):                            
+                    
+                    stripped_cell.source = self.sol_to_ex_code(cell.source,source_abs_fn)
+                    if website:
+                        nb.cells.append(before_cell(cell_counter, cell.cell_type))
+                        cell.source = _cancel_tags(cell.source, self.tags)
+                        nb.cells.append(cell)
+                        nb.cells.append(after_cell())                    
+                    nb.cells.append(stripped_cell)
+                else:
+                    nb.cells.append(cell)
+            elif cell.cell_type == "markdown":                    
+                if re.match(self.markdown_answer, cell.source.strip()):
+                    if website:
+                        nb.cells.append(before_cell(cell_counter, cell.cell_type))
+                        nb.cells.append(cell)
+                        nb.cells.append(after_cell()) 
+                    else:
+                         # substitues with newline, otherwise it shows 'Type markdown or latex'   
+                        stripped_cell.source = re.sub( self.markdown_answer, 
+                                                       r"\1\n",  
+                                                       cell.source.strip())
+                        
+                        nb.cells.append(stripped_cell)                   
+                else:
+                    nb.cells.append(cell)
+            else:
+                nb.cells.append(cell)
+
+            cell_counter += 1
+        return nb                    
 
     def generate_exercise(self, source_fn, source_abs_fn, dirpath, structure):
 
@@ -637,22 +797,7 @@ def generate_exercise(self, source_fn, source_abs_fn, dirpath, structure):
                     
                     # note: for weird reasons nbformat does not like the sol_source_f 
                     nb_node = nbformat.read(source_abs_fn, nbformat.NO_CONVERT)
-                    replace_ipynb_rel(nb_node, source_abs_fn)                                                
-                    _replace_title(nb_node, 
-                                   source_abs_fn, 
-                                   r"# \2 %s" % self.ipynb_exercises)
-                    
-                    # look for tags
-                    for cell in nb_node.cells:
-                        if cell.cell_type == "code":                            
-                            cell.source = self.sol_to_ex_code(cell.source, source_abs_fn)
-
-                        if cell.cell_type == "markdown":
-                             # substitues with newline, otherwise it shows 'Type markdown or latex'   
-                            cell.source = re.sub(   self.markdown_answer, 
-                                                    r"\1\n",  
-                                                    cell.source.strip())
-                                                             
+                    self._sol_nb_to_ex(nb_node, source_abs_fn, False)
                             
                     nbformat.write(nb_node, exercise_dest_f)
                 
@@ -896,3 +1041,4 @@ def write_file(fname):
         archive.close()
             
         info("Wrote %s" % zip_path)
+
diff --git a/python-intro/_static/img/leaves.png b/jupyter-example/_static/img/leaves.png
similarity index 100%
rename from python-intro/_static/img/leaves.png
rename to jupyter-example/_static/img/leaves.png
diff --git a/python-intro/_static/img/local-image.svg b/jupyter-example/_static/img/local-image.svg
similarity index 100%
rename from python-intro/_static/img/local-image.svg
rename to jupyter-example/_static/img/local-image.svg
diff --git a/jupyter-intro/another_format_sol.pdf b/jupyter-example/another_format_sol.pdf
similarity index 100%
rename from jupyter-intro/another_format_sol.pdf
rename to jupyter-example/another_format_sol.pdf
diff --git a/python-intro/example.csv b/jupyter-example/example.csv
similarity index 100%
rename from python-intro/example.csv
rename to jupyter-example/example.csv
diff --git a/python-intro/example.txt b/jupyter-example/example.txt
similarity index 100%
rename from python-intro/example.txt
rename to jupyter-example/example.txt
diff --git a/jupyter-intro/jupyter-intro-sol.ipynb b/jupyter-example/jupyter-example-sol.ipynb
similarity index 98%
rename from jupyter-intro/jupyter-intro-sol.ipynb
rename to jupyter-example/jupyter-example-sol.ipynb
index 1609ea67..ba94b3ff 100644
--- a/jupyter-intro/jupyter-intro-sol.ipynb
+++ b/jupyter-example/jupyter-example-sol.ipynb
@@ -260,7 +260,7 @@
        "    },\n",
        "    \n",
        "    /**\n",
-       "     *  Code common to both jupman in jupyter and ReadTheDocs\n",
+       "     *  Code common to both jupman in jupyter and Website\n",
        "    */\n",
        "    initCommon : function(){\n",
        "        \n",
@@ -373,9 +373,9 @@
        "    /**\n",
        "    * RTD only instructions\n",
        "    */\n",
-       "    initReadTheDocs : function(){  \n",
+       "    initWebsite : function(){  \n",
        "        \n",
-       "        console.log(\"initializing jupman.js in ReadTheDocs ...\")\n",
+       "        console.log(\"initializing jupman.js in Website ...\")\n",
        "        \n",
        "        console.log(\"Fixing menu clicks for https://github.com/DavidLeoni/jupman/issues/38\")\n",
        "\n",
@@ -422,7 +422,7 @@
        "        pytuts.closest('div.output_area.rendered_html.docutils.container')\n",
        "              .css('overflow', 'visible')\n",
        "\n",
-       "        console.log(\"Finished initializing jupman.js in ReadTheDocs\")    \n",
+       "        console.log(\"Finished initializing jupman.js in Website\")    \n",
        "    },\n",
        "    \n",
        "    /**\n",
@@ -433,7 +433,7 @@
        "       jupman.initCommon();\n",
        "        \n",
        "       if (typeof JUPMAN_IN_JUPYTER === \"undefined\" || !JUPMAN_IN_JUPYTER ){            \n",
-       "           jupman.initReadTheDocs();\n",
+       "           jupman.initWebsite();\n",
        "       } else {\n",
        "           jupman.initJupyter();\n",
        "       }\n",
@@ -463,7 +463,7 @@
     "\n",
     "#NOTE: init() injects js and css stuff, which might not be necessary for exercises \n",
     "#      and sometimes even undesirable\n",
-    "#      Please read https://jupman.readthedocs.io/en/latest/usage.html#Running-Jupyter"
+    "#      Please read https://jupman.softpython.org/en/latest/usage.html#Running-Jupyter"
    ]
   },
   {
@@ -767,7 +767,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "**EXERCISE:**: write a function that prints 'hello'"
+    "**EXERCISE**: write a function that prints 'hello'"
    ]
   },
   {
@@ -795,7 +795,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "**QUESTION**: Describe why iPhone 8 is better than 7"
+    "**QUESTION**: Describe why iPhone n + 1 is better than iPhone n"
    ]
   },
   {
diff --git a/tools-intro/img/leaves.png b/python-example/_static/img/leaves.png
similarity index 100%
rename from tools-intro/img/leaves.png
rename to python-example/_static/img/leaves.png
diff --git a/tools-intro/img/local-image.svg b/python-example/_static/img/local-image.svg
similarity index 100%
rename from tools-intro/img/local-image.svg
rename to python-example/_static/img/local-image.svg
diff --git a/tools-intro/example.csv b/python-example/example.csv
similarity index 100%
rename from tools-intro/example.csv
rename to python-example/example.csv
diff --git a/tools-intro/example.txt b/python-example/example.txt
similarity index 100%
rename from tools-intro/example.txt
rename to python-example/example.txt
diff --git a/python-intro/intro1_sol.py b/python-example/intro1_sol.py
similarity index 100%
rename from python-intro/intro1_sol.py
rename to python-example/intro1_sol.py
diff --git a/python-intro/intro1_test.py b/python-example/intro1_test.py
similarity index 100%
rename from python-intro/intro1_test.py
rename to python-example/intro1_test.py
diff --git a/python-intro/intro2.py b/python-example/intro2.py
similarity index 100%
rename from python-intro/intro2.py
rename to python-example/intro2.py
diff --git a/python-intro/intro2_sol.py b/python-example/intro2_sol.py
similarity index 100%
rename from python-intro/intro2_sol.py
rename to python-example/intro2_sol.py
diff --git a/tools-intro/local.py b/python-example/local.py
similarity index 100%
rename from tools-intro/local.py
rename to python-example/local.py
diff --git a/tools-intro/other_format_sol.pdf b/python-example/other_format_sol.pdf
similarity index 100%
rename from tools-intro/other_format_sol.pdf
rename to python-example/other_format_sol.pdf
diff --git a/python-intro/python-intro.ipynb b/python-example/python-example.ipynb
similarity index 100%
rename from python-intro/python-intro.ipynb
rename to python-example/python-example.ipynb
diff --git a/toc.rst b/toc.rst
index 89196101..6fd7d702 100644
--- a/toc.rst
+++ b/toc.rst
@@ -22,9 +22,9 @@ Chapter examples
     :maxdepth: 2
     :glob:
 
-    python-intro/python-intro.ipynb
-    Jupyter introduction <jupyter-intro/jupyter-intro-sol.ipynb>
-    Tools introduction <tools-intro/tools-intro-sol.ipynb>
+    python-example/python-example.ipynb
+    jupyter-example/jupyter-example-sol.ipynb
+    Jupyter and Python example <jup-and-py-example/jup-and-py-example-sol.ipynb>
 
 Templates
 ==========
@@ -33,17 +33,15 @@ Templates
     :maxdepth: 2
     :glob:
 
-
+    changelog.md
     past-exams.ipynb
     exam-project.ipynb
     project-ideas.ipynb
-    project/project.ipynb
+    project/project.ipynb   
     project/markdown.ipynb
 
-.. toctree::
-    :hidden:
 
-    changelog.md
+
 
 Index
 ========
diff --git a/usage.ipynb b/usage.ipynb
index a44d241b..12c1613e 100644
--- a/usage.ipynb
+++ b/usage.ipynb
@@ -279,17 +279,17 @@
    "source": [
     "### Common files\n",
     "\n",
-    "There are a bunch of files common to all worksheets and possibly ReadTheDocs website \n",
+    "There are a bunch of files common to all worksheets and possibly website \n",
     "\n",
     "*You do not need to change them (except maybe my_lib.py)*\n",
     "\n",
-    "|File|Description|Jupyter|ReadTheDocs|\n",
+    "|File|Description|Jupyter|Website|\n",
     "|-----|----|----|-----|\n",
     "|[jupman.py](https://github.com/DavidLeoni/jupman/blob/master/jupman.py)|utilities for worksheets|X||\n",
     "|[my_lib.py](https://github.com/DavidLeoni/jupman/blob/master/jupman.py)|custom utilities for worksheets (you can change the name)|X||\n",
     "|[_static/js/jupman.js](https://github.com/DavidLeoni/jupman/blob/master/_static/js/jupman.js)|Javascript code|X|X|\n",
     "|[_static/css/jupman.css](https://github.com/DavidLeoni/jupman/blob/master/_static/css/jupman.css)|CSS|X||\n",
-    "|[_static/css/jupman-rtd.css](https://github.com/DavidLeoni/jupman/blob/master/_static/css/jupman-rtd.css)|CSS||X|\n"
+    "|[_static/css/jupman-web.css](https://github.com/DavidLeoni/jupman/blob/master/_static/css/jupman-web.css)|CSS||X|\n"
    ]
   },
   {
@@ -349,24 +349,29 @@
     "\n",
     "### Type of exercises\n",
     "\n",
-    "There can be two kinds of exercises, exercises in python files and exercises in jupyter files.\n",
+    "There can be three kinds of exercises: exercises in python files,  exercises in jupyter files and mixed jupyter and python exercises.\n",
     "\n",
-    "It is possible to automatically generate an exercise from a solution file by stripping text marked with special tags. You can inspect generated files in `_build/jupman/` directory\n",
-    "\n",
-    "**Note**: in the zips for the students containing solutions, tag comments are automatically removed from  solution as well.\n",
+    "You can automatically generate an exercise from a solution file by stripping text marked with special tags. You can inspect generated files in `_build/jupman/` directory\n",
     "\n",
+    "On the website, students will be able to see solutions by clicking on appropriate buttons.\n",
     "\n",
+    "In the zips to download, two versions of files will provided, one without solution and one with solutions (in exam modality of course no solution will be shipped)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
     "#### Exercises in python files\n",
     "\n",
-    "See example: [python-intro/python-intro.ipynb](python-intro/python-intro.ipynb)\n",
+    "See example: [python-example/python-example.ipynb](python-example/python-example.ipynb)\n",
     "\n",
     "\n",
-    "In this type of exercises, typically you have a Jupyter file (like `python-intro.ipynb`) that describes the exercise and then the actual exercises are in python files. \n",
+    "In this type of exercises, typically you have a Jupyter file (like `python-example.ipynb`) that describes the exercise and then the actual exercises are in python files. \n",
     "\n",
     "\n",
     "If there is a solution file `FILE_sol.py` ending in `_sol.py` but no corresponding exercise file `FILE.py` without the `_sol`: \n",
     "\n",
-    "\n",
     "then Jupman will try to generate `FILE.py` one from `FILE_sol.py`. To do so, it will look for tags to strip inside the solution file.\n",
     "\n",
     "If there is already an exercise file like this: \n",
@@ -374,19 +379,32 @@
     "* `python_intro.py`\n",
     "* `python_intro_sol.py`\n",
     "\n",
-    "Jupman will just copy the existing file.\n",
-    "\n",
+    "Jupman will just copy the existing file."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
     "#### Exercises in Jupyter files\n",
     "\n",
-    "See example: [jupyter-intro/jupyter-intro-sol.ipynb](jupyter-intro/jupyter-intro-sol.ipynb)\n",
-    "\n",
+    "See example: [jupyter-example/jupyter-example-sol.ipynb](jupyter-example/jupyter-example-sol.ipynb)\n",
     "\n",
     "This type of exercises stay in a jupyter notebook itself.\n",
     "\n",
     "If there is a notebook ending in `-sol.ipynb`, the following applies (**WARNING**: for `ipynb` files we use dash `-`, _not_ the underscore `_`):\n",
     "\n",
     "- the notebook must contain tags to strip\n",
-    "- exercises derived will have 'EXERCISES' appended to the title (the word can be customized in `conf.py` - you might need to translate it)\n"
+    "- exercises derived will have 'EXERCISES' appended to the title (the word can be customized in `conf.py` - you might need to translate it)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Mixes exercises in Jupyter and Python files\n",
+    "\n",
+    "See example: [jup-and-py-example/jup-and-py-example-sol.ipynb](jup-and-py-example/jup-and-py-example-sol.ipynb)"
    ]
   },
   {
@@ -569,7 +587,7 @@
     "\n",
     "If you need custom js and/or css in a notebook, you can inject it by running `jupman.init()` in the first cell\n",
     "\n",
-    "**NOTE**: it is not really mandatory, it's mostly intended to tweak way notebooks on the website. It should be avoided for notebooks meant for students, as it is more likely it will mess their configurations - also, they might copy the notebooks without knowing they contain the custom js and use weird extensions which could generate conflicts (such as double toc)\n",
+    "**NOTE**: it is not really mandatory, it's mostly intended to tweak notebooks downloaded locally. It should be avoided for notebooks meant for students, as it is more likely it will mess their configurations - also, they might copy the notebooks without knowing they contain the custom js and use weird extensions which could generate conflicts (such as double toc)\n",
     "\n",
     "For notebooks in the root folder:\n",
     "\n",
@@ -601,10 +619,7 @@
     "https://nbsphinx.readthedocs.io/en/0.2.14/hidden-cells.html#Hidden-Cells\n",
     ") and [Toggable cells in Jupman tests](jupman-tests.ipynb#Toggable-cells) ).\n",
     "\n",
-    "**NOTE**: As of NBSphinx 2.17, it is not possible to hide only cell text but not the output.\n",
-    "\n",
-    "(Before porting to NBSphinx some cell hiding for Jupman stuff was automated using Javascript, maybe we will reintroduce the automation in the future)\n",
-    "\n"
+    "**NOTE**: As of NBSphinx 2.17, it is not possible to hide only cell text but not the output."
    ]
   },
   {
@@ -675,16 +690,19 @@
        "\n",
        "        <script src=\"_static/js/pytutor-embed.bundle.min.js\" type=\"application/javascript\"></script>\n",
        "     \n",
-       "        <script id=\"json-jm1b1d94c8-e5c6-4fd9-9d74-44b2d17b6106\" type=\"application/json\" >\n",
-       "            {\"code\": \" \\nx = [5,8,4]\\ny= {3:9}\\nz = [x]\", \"trace\": [{\"line\": 2, \"event\": \"step_line\", \"func_name\": \"<module>\", \"globals\": {}, \"ordered_globals\": [], \"stack_to_render\": [], \"heap\": {}, \"stdout\": \"\"}, {\"line\": 3, \"event\": \"step_line\", \"func_name\": \"<module>\", \"globals\": {\"x\": [\"REF\", 1]}, \"ordered_globals\": [\"x\"], \"stack_to_render\": [], \"heap\": {\"1\": [\"LIST\", 5, 8, 4]}, \"stdout\": \"\"}, {\"line\": 4, \"event\": \"step_line\", \"func_name\": \"<module>\", \"globals\": {\"x\": [\"REF\", 1], \"y\": [\"REF\", 2]}, \"ordered_globals\": [\"x\", \"y\"], \"stack_to_render\": [], \"heap\": {\"1\": [\"LIST\", 5, 8, 4], \"2\": [\"DICT\", [3, 9]]}, \"stdout\": \"\"}, {\"line\": 4, \"event\": \"return\", \"func_name\": \"<module>\", \"globals\": {\"x\": [\"REF\", 1], \"y\": [\"REF\", 2], \"z\": [\"REF\", 3]}, \"ordered_globals\": [\"x\", \"y\", \"z\"], \"stack_to_render\": [], \"heap\": {\"1\": [\"LIST\", 5, 8, 4], \"2\": [\"DICT\", [3, 9]], \"3\": [\"LIST\", [\"REF\", 1]]}, \"stdout\": \"\"}]}\n",
+       "        <script id=\"json-jmd548130b-4a0c-44ad-981d-e92cc8817546\" type=\"application/json\" >\n",
+       "            {\"trace\": [{\"globals\": {}, \"stack_to_render\": [], \"line\": 2, \"heap\": {}, \"event\": \"step_line\", \"stdout\": \"\", \"ordered_globals\": [], \"func_name\": \"<module>\"}, {\"globals\": {\"x\": [\"REF\", 1]}, \"stack_to_render\": [], \"line\": 3, \"heap\": {\"1\": [\"LIST\", 5, 8, 4]}, \"event\": \"step_line\", \"stdout\": \"\", \"ordered_globals\": [\"x\"], \"func_name\": \"<module>\"}, {\"globals\": {\"y\": [\"REF\", 2], \"x\": [\"REF\", 1]}, \"stack_to_render\": [], \"line\": 4, \"heap\": {\"1\": [\"LIST\", 5, 8, 4], \"2\": [\"DICT\", [3, 9]]}, \"event\": \"step_line\", \"stdout\": \"\", \"ordered_globals\": [\"x\", \"y\"], \"func_name\": \"<module>\"}, {\"globals\": {\"y\": [\"REF\", 2], \"x\": [\"REF\", 1], \"z\": [\"REF\", 3]}, \"stack_to_render\": [], \"line\": 4, \"heap\": {\"1\": [\"LIST\", 5, 8, 4], \"2\": [\"DICT\", [3, 9]], \"3\": [\"LIST\", [\"REF\", 1]]}, \"event\": \"return\", \"stdout\": \"\", \"ordered_globals\": [\"x\", \"y\", \"z\"], \"func_name\": \"<module>\"}], \"code\": \" \\nx = [5,8,4]\\ny= {3:9}\\nz = [x]\"}\n",
        "        </script>\n",
-       "        <div id=\"jm1b1d94c8-e5c6-4fd9-9d74-44b2d17b6106\" class=\"pytutorVisualizer\"> </div>\n",
+       "        <div id=\"jmd548130b-4a0c-44ad-981d-e92cc8817546\" class=\"pytutorVisualizer\"> </div>\n",
        " \n",
        "        <style>\n",
        "        .vizLayoutTd {\n",
        "            background-color: #fff !important;\n",
        "        }\n",
        "                            \n",
+       "        #pyStdout {\n",
+       "            min-height:25px;\n",
+       "        }\n",
        "\n",
        "        /* 'Edit this code' link, hiding because replaces browser tab !!!*/\n",
        "        #editCodeLinkDiv {\n",
@@ -695,13 +713,13 @@
        "        <script>\n",
        "        (function(){\n",
        "\n",
-       "            var trace = JSON.parse(document.getElementById('json-jm1b1d94c8-e5c6-4fd9-9d74-44b2d17b6106').innerHTML);                                        \n",
+       "            var trace = JSON.parse(document.getElementById('json-jmd548130b-4a0c-44ad-981d-e92cc8817546').innerHTML);                                        \n",
        "            // NOTE 1: id without #\n",
        "            // NOTE 2 - maybe there are more predictable ways, but this will work anyway\n",
        "            //        - id should be number\n",
        "            visualizerIdOverride = Math.trunc(Math.random() * 100000000000)\n",
-       "            addVisualizerToPage(trace, 'jm1b1d94c8-e5c6-4fd9-9d74-44b2d17b6106',{'embeddedMode' : false,\n",
-       "                                                'visualizerIdOverride':visualizerIdOverride})  \n",
+       "            addVisualizerToPage(trace, 'jmd548130b-4a0c-44ad-981d-e92cc8817546',{'embeddedMode' : false,\n",
+       "                                             'visualizerIdOverride':visualizerIdOverride})  \n",
        "            \n",
        "            \n",
        "            // set overflow for pytuts - need to do in python as css \n",
@@ -763,7 +781,7 @@
       "Traceback (most recent call last):\n",
       "  File \"/home/da/Da/prj/jupman/prj/jupman.py\", line 2305, in _runscript\n",
       "    self.run(script_str, user_globals, user_globals)\n",
-      "  File \"/home/da/Da/bin/anaconda3/lib/python3.7/bdb.py\", line 585, in run\n",
+      "  File \"/usr/lib/python3.5/bdb.py\", line 431, in run\n",
       "    exec(cmd, globals, locals)\n",
       "  File \"<string>\", line 2, in <module>\n",
       "NameError: name 'w' is not defined\n"
@@ -775,16 +793,19 @@
        "\n",
        "        <script src=\"_static/js/pytutor-embed.bundle.min.js\" type=\"application/javascript\"></script>\n",
        "     \n",
-       "        <script id=\"json-jm524af54a-ca89-4c26-94e7-5b535c0ac1ba\" type=\"application/json\" >\n",
-       "            {\"code\": \" \\nx =  w + 5\", \"trace\": [{\"line\": 2, \"event\": \"step_line\", \"func_name\": \"<module>\", \"globals\": {}, \"ordered_globals\": [], \"stack_to_render\": [], \"heap\": {}, \"stdout\": \"\"}, {\"line\": 2, \"event\": \"exception\", \"func_name\": \"<module>\", \"globals\": {}, \"ordered_globals\": [], \"stack_to_render\": [], \"heap\": {}, \"stdout\": \"\", \"exception_msg\": \"NameError: name 'w' is not defined\"}]}\n",
+       "        <script id=\"json-jm0dd83be8-870c-4edb-95b8-211e9d4d6492\" type=\"application/json\" >\n",
+       "            {\"trace\": [{\"globals\": {}, \"stack_to_render\": [], \"line\": 2, \"heap\": {}, \"event\": \"step_line\", \"stdout\": \"\", \"ordered_globals\": [], \"func_name\": \"<module>\"}, {\"globals\": {}, \"stack_to_render\": [], \"exception_msg\": \"NameError: name 'w' is not defined\", \"line\": 2, \"heap\": {}, \"event\": \"exception\", \"stdout\": \"\", \"ordered_globals\": [], \"func_name\": \"<module>\"}], \"code\": \" \\nx =  w + 5\"}\n",
        "        </script>\n",
-       "        <div id=\"jm524af54a-ca89-4c26-94e7-5b535c0ac1ba\" class=\"pytutorVisualizer\"> </div>\n",
+       "        <div id=\"jm0dd83be8-870c-4edb-95b8-211e9d4d6492\" class=\"pytutorVisualizer\"> </div>\n",
        " \n",
        "        <style>\n",
        "        .vizLayoutTd {\n",
        "            background-color: #fff !important;\n",
        "        }\n",
        "                            \n",
+       "        #pyStdout {\n",
+       "            min-height:25px;\n",
+       "        }\n",
        "\n",
        "        /* 'Edit this code' link, hiding because replaces browser tab !!!*/\n",
        "        #editCodeLinkDiv {\n",
@@ -795,13 +816,13 @@
        "        <script>\n",
        "        (function(){\n",
        "\n",
-       "            var trace = JSON.parse(document.getElementById('json-jm524af54a-ca89-4c26-94e7-5b535c0ac1ba').innerHTML);                                        \n",
+       "            var trace = JSON.parse(document.getElementById('json-jm0dd83be8-870c-4edb-95b8-211e9d4d6492').innerHTML);                                        \n",
        "            // NOTE 1: id without #\n",
        "            // NOTE 2 - maybe there are more predictable ways, but this will work anyway\n",
        "            //        - id should be number\n",
        "            visualizerIdOverride = Math.trunc(Math.random() * 100000000000)\n",
-       "            addVisualizerToPage(trace, 'jm524af54a-ca89-4c26-94e7-5b535c0ac1ba',{'embeddedMode' : false,\n",
-       "                                                'visualizerIdOverride':visualizerIdOverride})  \n",
+       "            addVisualizerToPage(trace, 'jm0dd83be8-870c-4edb-95b8-211e9d4d6492',{'embeddedMode' : false,\n",
+       "                                             'visualizerIdOverride':visualizerIdOverride})  \n",
        "            \n",
        "            \n",
        "            // set overflow for pytuts - need to do in python as css \n",