diff --git a/.nojekyll b/.nojekyll
index e41019c..1680984 100644
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diff --git a/Projects/project1.html b/Projects/project1.html
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index 4bd22e1..c1290b3 100644
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- <span class="menu-text">DS 250 Projects</span></a>
+  <a href="./projects.html" class="sidebar-item-text sidebar-link">
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+      <div class="navbar-brand-container">
+    <a class="navbar-brand" href="./index.html">
+    <span class="navbar-title">Your_Name Data Science Portfolio</span>
+    </a>
+  </div>
+            <div id="quarto-search" class="" title="Search"></div>
+          <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarCollapse" aria-controls="navbarCollapse" aria-expanded="false" aria-label="Toggle navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
+  <span class="navbar-toggler-icon"></span>
+</button>
+          <div class="collapse navbar-collapse" id="navbarCollapse">
+            <ul class="navbar-nav navbar-nav-scroll ms-auto">
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+    <a class="nav-link" href="./index.html" rel="" target="">
+ <span class="menu-text">Home</span></a>
+  </li>  
+  <li class="nav-item">
+    <a class="nav-link active" href="./projects.html" rel="" target="" aria-current="page">
+ <span class="menu-text">DS250 Projects</span></a>
+  </li>  
+  <li class="nav-item">
+    <a class="nav-link" href="./resume.html" rel="" target="">
+ <span class="menu-text">My Resume</span></a>
+  </li>  
+  <li class="nav-item">
+    <a class="nav-link" href="./cleansing.html" rel="" target="">
+ <span class="menu-text">Data Cleansing</span></a>
+  </li>  
+  <li class="nav-item">
+    <a class="nav-link" href="./exploration.html" rel="" target="">
+ <span class="menu-text">Data Exploration</span></a>
+  </li>  
+  <li class="nav-item">
+    <a class="nav-link" href="./story_telling.html" rel="" target="">
+ <span class="menu-text">Story Telling</span></a>
+  </li>  
+  <li class="nav-item">
+    <a class="nav-link" href="./ml.html" rel="" target="">
+ <span class="menu-text">Machine Learning</span></a>
+  </li>  
+  <li class="nav-item">
+    <a class="nav-link" href="./full_stack.html" rel="" target="">
+ <span class="menu-text">Full Stack</span></a>
+  </li>  
+  <li class="nav-item">
+    <a class="nav-link" href="./competition.html" rel="" target="">
+ <span class="menu-text">Competition</span></a>
+  </li>  
+</ul>
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+</div>
+          </div> <!-- /navcollapse -->
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+    </nav>
+  <nav class="quarto-secondary-nav">
+    <div class="container-fluid d-flex">
+      <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar,#quarto-sidebar-glass" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
+        <i class="bi bi-layout-text-sidebar-reverse"></i>
+      </button>
+      <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="./projects.html">DS250 Projects</a></li></ol></nav>
+      <a class="flex-grow-1" role="button" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar,#quarto-sidebar-glass" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
+      </a>
+    </div>
+  </nav>
+</header>
+<!-- content -->
+<div id="quarto-content" class="quarto-container page-columns page-rows-contents page-layout-article page-navbar">
+<!-- sidebar -->
+  <nav id="quarto-sidebar" class="sidebar collapse collapse-horizontal sidebar-navigation docked overflow-auto">
+    <div class="sidebar-menu-container"> 
+    <ul class="list-unstyled mt-1">
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./projects.html" class="sidebar-item-text sidebar-link active">
+ <span class="menu-text">DS250 Projects</span></a>
+  </div>
+</li>
+        <li class="px-0"><hr class="sidebar-divider hi "></li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./Projects/project1.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Project 1</span></a>
+  </div>
+</li>
+        <li class="px-0"><hr class="sidebar-divider hi "></li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./Projects/project2.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Project 2</span></a>
+  </div>
+</li>
+        <li class="px-0"><hr class="sidebar-divider hi "></li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./Projects/project3.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Project 3</span></a>
+  </div>
+</li>
+        <li class="px-0"><hr class="sidebar-divider hi "></li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./Projects/project4.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Project 4</span></a>
+  </div>
+</li>
+        <li class="px-0"><hr class="sidebar-divider hi "></li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./Projects/project5.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Project 5</span></a>
+  </div>
+</li>
+        <li class="px-0"><hr class="sidebar-divider hi "></li>
+    </ul>
+    </div>
+</nav>
+<div id="quarto-sidebar-glass" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar,#quarto-sidebar-glass"></div>
+<!-- margin-sidebar -->
+    <div id="quarto-margin-sidebar" class="sidebar margin-sidebar">
+        <nav id="TOC" role="doc-toc" class="toc-active">
+    <h2 id="toc-title">On this page</h2>
+   
+  <ul>
+  <li><a href="#ds250-projects" id="toc-ds250-projects" class="nav-link active" data-scroll-target="#ds250-projects">DS250 Projects</a>
+  <ul class="collapse">
+  <li><a href="#repo-for-all-my-projects" id="toc-repo-for-all-my-projects" class="nav-link" data-scroll-target="#repo-for-all-my-projects">Repo for all my Projects</a></li>
+  </ul></li>
+  </ul>
+</nav>
+    </div>
+<!-- main -->
+<main class="content" id="quarto-document-content">
+
+<header id="title-block-header" class="quarto-title-block default">
+<div class="quarto-title">
+<h1 class="title">DS250 Projects</h1>
+<p class="subtitle lead">Repo for all my Projects</p>
+</div>
+
+
+
+<div class="quarto-title-meta">
+
+    
+  
+    
+  </div>
+  
+
+</header>
+
+<section id="ds250-projects" class="level1">
+<h1>DS250 Projects</h1>
+<section id="repo-for-all-my-projects" class="level2">
+<h2 class="anchored" data-anchor-id="repo-for-all-my-projects">Repo for all my Projects</h2>
+<p><a href="./Projects/project1.html">Project 1</a> <a href="./Projects/project2.html">Project 2</a> <a href="./Projects/project3.html">Project 3</a> <a href="./Projects/project4.html">Project 4</a> <a href="./Projects/project5.html">Project 5</a></p>
+
+
+</section>
+</section>
+
+<a onclick="window.scrollTo(0, 0); return false;" role="button" id="quarto-back-to-top"><i class="bi bi-arrow-up"></i> Back to top</a></main> <!-- /main -->
+<script id="quarto-html-after-body" type="application/javascript">
+window.document.addEventListener("DOMContentLoaded", function (event) {
+  const toggleBodyColorMode = (bsSheetEl) => {
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+    i.classList.add('bi');
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+  // Switch to dark mode if need be
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+    button.setAttribute("title", "Copied!");
+    let tooltip;
+    if (window.bootstrap) {
+      button.setAttribute("data-bs-toggle", "tooltip");
+      button.setAttribute("data-bs-placement", "left");
+      button.setAttribute("data-bs-title", "Copied!");
+      tooltip = new bootstrap.Tooltip(button, 
+        { trigger: "manual", 
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+    // clear code selection
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+      return note.innerHTML;
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+      let selectedAnnoteEl;
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+            // cook up a div (if necessary) and position it 
+            let div = window.document.getElementById("code-annotation-line-highlight");
+            if (div === null) {
+              div = window.document.createElement("div");
+              div.setAttribute("id", "code-annotation-line-highlight");
+              div.style.position = 'absolute';
+              parent.appendChild(div);
+            }
+            div.style.top = top - 2 + "px";
+            div.style.height = height + 4 + "px";
+            let gutterDiv = window.document.getElementById("code-annotation-line-highlight-gutter");
+            if (gutterDiv === null) {
+              gutterDiv = window.document.createElement("div");
+              gutterDiv.setAttribute("id", "code-annotation-line-highlight-gutter");
+              gutterDiv.style.position = 'absolute';
+              const codeCell = window.document.getElementById(targetCell);
+              const gutter = codeCell.querySelector('.code-annotation-gutter');
+              gutter.appendChild(gutterDiv);
+            }
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+            gutterDiv.style.height = height + 4 + "px";
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+    const parentEl = el.parentElement;
+    if (parentEl) {
+      const cites = parentEl.dataset.cites;
+      if (cites) {
+        return {
+          el,
+          cites: cites.split(' ')
+        };
+      } else {
+        return findCites(el.parentElement)
+      }
+    } else {
+      return undefined;
+    }
+  };
+  var bibliorefs = window.document.querySelectorAll('a[role="doc-biblioref"]');
+  for (var i=0; i<bibliorefs.length; i++) {
+    const ref = bibliorefs[i];
+    const citeInfo = findCites(ref);
+    if (citeInfo) {
+      tippyHover(citeInfo.el, function() {
+        var popup = window.document.createElement('div');
+        citeInfo.cites.forEach(function(cite) {
+          var citeDiv = window.document.createElement('div');
+          citeDiv.classList.add('hanging-indent');
+          citeDiv.classList.add('csl-entry');
+          var biblioDiv = window.document.getElementById('ref-' + cite);
+          if (biblioDiv) {
+            citeDiv.innerHTML = biblioDiv.innerHTML;
+          }
+          popup.appendChild(citeDiv);
+        });
+        return popup.innerHTML;
+      });
+    }
+  }
+});
+</script>
+</div> <!-- /content -->
+<footer class="footer">
+  <div class="nav-footer">
+    <div class="nav-footer-left">Your_Name 2023©</div>   
+    <div class="nav-footer-center">
+      &nbsp;
+    </div>
+    <div class="nav-footer-right">
+      <ul class="footer-items list-unstyled">
+    <li class="nav-item compact">
+    <a class="nav-link" href="./Your_LinkedIn_URL">
+      <i class="bi bi-linkedin" role="img">
+</i> 
+    </a>
+  </li>  
+</ul>
+    </div>
+  </div>
+</footer>
+
+
+
+</body></html>
\ No newline at end of file
diff --git a/resume.html b/resume.html
index 92e6bcc..494cda4 100644
--- a/resume.html
+++ b/resume.html
@@ -89,7 +89,7 @@
  <span class="menu-text">Home</span></a>
   </li>  
   <li class="nav-item">
-    <a class="nav-link active" href="./Projects/projects.html" rel="" target="" aria-current="page">
+    <a class="nav-link active" href="./projects.html" rel="" target="" aria-current="page">
  <span class="menu-text">DS250 Projects</span></a>
   </li>  
   <li class="nav-item">
@@ -146,8 +146,8 @@
     <ul class="list-unstyled mt-1">
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
-  <a href="./Projects/projects.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">DS 250 Projects</span></a>
+  <a href="./projects.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">DS250 Projects</span></a>
   </div>
 </li>
         <li class="px-0"><hr class="sidebar-divider hi "></li>
diff --git a/search.json b/search.json
index 355b417..471e142 100644
--- a/search.json
+++ b/search.json
@@ -42,36 +42,36 @@
     "text": "MarkDown Basics"
   },
   {
-    "objectID": "Projects/project2.html",
-    "href": "Projects/project2.html",
+    "objectID": "Projects/project3.html",
+    "href": "Projects/project3.html",
     "title": "Client Report - [Insert Project Title]",
     "section": "",
     "text": "paste your elevator pitch here A SHORT (4-5 SENTENCES) PARAGRAPH THAT DESCRIBES KEY INSIGHTS TAKEN FROM METRICS IN THE PROJECT RESULTS THINK TOP OR MOST IMPORTANT RESULTS.\n\n\nRead and format project data\n# Include and execute your code here\ndf = pd.read_csv(\"https://github.com/byuidatascience/data4names/raw/master/data-raw/names_year/names_year.csv\")\n\n\nHighlight the Questions and Tasks"
   },
   {
-    "objectID": "Projects/project2.html#elevator-pitch",
-    "href": "Projects/project2.html#elevator-pitch",
+    "objectID": "Projects/project3.html#elevator-pitch",
+    "href": "Projects/project3.html#elevator-pitch",
     "title": "Client Report - [Insert Project Title]",
     "section": "",
     "text": "paste your elevator pitch here A SHORT (4-5 SENTENCES) PARAGRAPH THAT DESCRIBES KEY INSIGHTS TAKEN FROM METRICS IN THE PROJECT RESULTS THINK TOP OR MOST IMPORTANT RESULTS.\n\n\nRead and format project data\n# Include and execute your code here\ndf = pd.read_csv(\"https://github.com/byuidatascience/data4names/raw/master/data-raw/names_year/names_year.csv\")\n\n\nHighlight the Questions and Tasks"
   },
   {
-    "objectID": "Projects/project2.html#questiontask-1",
-    "href": "Projects/project2.html#questiontask-1",
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+    "href": "Projects/project3.html#questiontask-1",
     "title": "Client Report - [Insert Project Title]",
     "section": "QUESTION|TASK 1",
     "text": "QUESTION|TASK 1\nCOPY PASTE QUESTION|TASK 1 FROM THE PROJECT HERE\ntype your results and analysis here\n\n\nRead and format data\n# Include and execute your code here\n\n\ninclude figures in chunks and discuss your findings in the figure.\n\n\nplot example\n# Include and execute your code here\nchart = px.bar(df.head(200),\n    x=\"name\", \n    y=\"AK\"\n)\nchart.show()\n\n\n\n                                                \nMy useless chart\n\n\n\n\ntable example\n# Include and execute your code here\nmydat = df.head(1000)\\\n    .groupby('year')\\\n    .sum()\\\n    .reset_index()\\\n    .tail(10)\\\n    .filter([\"year\", \"AK\",\"AR\"])\n\ndisplay(mydat)\n\n\n\n\n\n\nNot much of a table \n\n\n\nyear\nAK\nAR\n\n\n\n\n96\n2006\n21.0\n183.0\n\n\n97\n2007\n28.0\n153.0\n\n\n98\n2008\n36.0\n212.0\n\n\n99\n2009\n34.0\n179.0\n\n\n100\n2010\n22.0\n196.0\n\n\n101\n2011\n41.0\n148.0\n\n\n102\n2012\n28.0\n140.0\n\n\n103\n2013\n26.0\n134.0\n\n\n104\n2014\n20.0\n114.0\n\n\n105\n2015\n28.0\n121.0"
   },
   {
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-    "href": "Projects/project2.html#questiontask-2",
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+    "href": "Projects/project3.html#questiontask-2",
     "title": "Client Report - [Insert Project Title]",
     "section": "QUESTION|TASK 2",
     "text": "QUESTION|TASK 2\nCOPY PASTE QUESTION|TASK 2 FROM THE PROJECT HERE\ntype your results and analysis here\n\n\nRead and format data\n# Include and execute your code here\n\n\ninclude figures in chunks and discuss your findings in the figure.\n\n\nplot example\n# Include and execute your code here\nchart = px.bar(df.head(200),\n    x=\"name\", \n    y=\"AK\"\n)\nchart.show()\n\n\n\n                                                \nMy useless chart\n\n\n\n\ntable example\n# Include and execute your code here\nmydat = df.head(1000)\\\n    .groupby('year')\\\n    .sum()\\\n    .reset_index()\\\n    .tail(10)\\\n    .filter([\"year\", \"AK\",\"AR\"])\n\ndisplay(mydat)\n\n\n\n\n\n\nNot much of a table \n\n\n\nyear\nAK\nAR\n\n\n\n\n96\n2006\n21.0\n183.0\n\n\n97\n2007\n28.0\n153.0\n\n\n98\n2008\n36.0\n212.0\n\n\n99\n2009\n34.0\n179.0\n\n\n100\n2010\n22.0\n196.0\n\n\n101\n2011\n41.0\n148.0\n\n\n102\n2012\n28.0\n140.0\n\n\n103\n2013\n26.0\n134.0\n\n\n104\n2014\n20.0\n114.0\n\n\n105\n2015\n28.0\n121.0"
   },
   {
-    "objectID": "Projects/project2.html#questiontask-3",
-    "href": "Projects/project2.html#questiontask-3",
+    "objectID": "Projects/project3.html#questiontask-3",
+    "href": "Projects/project3.html#questiontask-3",
     "title": "Client Report - [Insert Project Title]",
     "section": "QUESTION|TASK 3",
     "text": "QUESTION|TASK 3\nCOPY PASTE QUESTION|TASK 3 FROM THE PROJECT HERE\ntype your results and analysis here\n\n\nRead and format data\n# Include and execute your code here\n\n\ninclude figures in chunks and discuss your findings in the figure.\n\n\nplot example\n# Include and execute your code here\nchart = px.bar(df.head(200),\n    x=\"name\", \n    y=\"AK\"\n)\nchart.show()\n\n\n\n                                                \nMy useless chart\n\n\n\n\ntable example\n# Include and execute your code here\nmydat = df.head(1000)\\\n    .groupby('year')\\\n    .sum()\\\n    .reset_index()\\\n    .tail(10)\\\n    .filter([\"year\", \"AK\",\"AR\"])\n\ndisplay(mydat)\n\n\n\n\n\n\nNot much of a table \n\n\n\nyear\nAK\nAR\n\n\n\n\n96\n2006\n21.0\n183.0\n\n\n97\n2007\n28.0\n153.0\n\n\n98\n2008\n36.0\n212.0\n\n\n99\n2009\n34.0\n179.0\n\n\n100\n2010\n22.0\n196.0\n\n\n101\n2011\n41.0\n148.0\n\n\n102\n2012\n28.0\n140.0\n\n\n103\n2013\n26.0\n134.0\n\n\n104\n2014\n20.0\n114.0\n\n\n105\n2015\n28.0\n121.0"
@@ -252,54 +252,54 @@
     "text": "QUESTION|TASK 3\nCOPY PASTE QUESTION|TASK 3 FROM THE PROJECT HERE\ntype your results and analysis here\n\n\nRead and format data\n# Include and execute your code here\n\n\ninclude figures in chunks and discuss your findings in the figure.\n\n\nplot example\n# Include and execute your code here\nchart = px.bar(df.head(200),\n    x=\"name\", \n    y=\"AK\"\n)\nchart.show()\n\n\n\n                                                \nMy useless chart\n\n\n\n\ntable example\n# Include and execute your code here\nmydat = df.head(1000)\\\n    .groupby('year')\\\n    .sum()\\\n    .reset_index()\\\n    .tail(10)\\\n    .filter([\"year\", \"AK\",\"AR\"])\n\ndisplay(mydat)\n\n\n\n\n\n\nNot much of a table \n\n\n\nyear\nAK\nAR\n\n\n\n\n96\n2006\n21.0\n183.0\n\n\n97\n2007\n28.0\n153.0\n\n\n98\n2008\n36.0\n212.0\n\n\n99\n2009\n34.0\n179.0\n\n\n100\n2010\n22.0\n196.0\n\n\n101\n2011\n41.0\n148.0\n\n\n102\n2012\n28.0\n140.0\n\n\n103\n2013\n26.0\n134.0\n\n\n104\n2014\n20.0\n114.0\n\n\n105\n2015\n28.0\n121.0"
   },
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-    "href": "Projects/projects.html",
-    "title": "DS250 Projects",
-    "section": "",
-    "text": "Project 1 Project 2 Project 3 Project 4 Project 5"
-  },
-  {
-    "objectID": "Projects/projects.html#repo-for-all-my-projects",
-    "href": "Projects/projects.html#repo-for-all-my-projects",
-    "title": "DS250 Projects",
-    "section": "",
-    "text": "Project 1 Project 2 Project 3 Project 4 Project 5"
-  },
-  {
-    "objectID": "Projects/project3.html",
-    "href": "Projects/project3.html",
+    "objectID": "Projects/project2.html",
+    "href": "Projects/project2.html",
     "title": "Client Report - [Insert Project Title]",
     "section": "",
     "text": "paste your elevator pitch here A SHORT (4-5 SENTENCES) PARAGRAPH THAT DESCRIBES KEY INSIGHTS TAKEN FROM METRICS IN THE PROJECT RESULTS THINK TOP OR MOST IMPORTANT RESULTS.\n\n\nRead and format project data\n# Include and execute your code here\ndf = pd.read_csv(\"https://github.com/byuidatascience/data4names/raw/master/data-raw/names_year/names_year.csv\")\n\n\nHighlight the Questions and Tasks"
   },
   {
-    "objectID": "Projects/project3.html#elevator-pitch",
-    "href": "Projects/project3.html#elevator-pitch",
+    "objectID": "Projects/project2.html#elevator-pitch",
+    "href": "Projects/project2.html#elevator-pitch",
     "title": "Client Report - [Insert Project Title]",
     "section": "",
     "text": "paste your elevator pitch here A SHORT (4-5 SENTENCES) PARAGRAPH THAT DESCRIBES KEY INSIGHTS TAKEN FROM METRICS IN THE PROJECT RESULTS THINK TOP OR MOST IMPORTANT RESULTS.\n\n\nRead and format project data\n# Include and execute your code here\ndf = pd.read_csv(\"https://github.com/byuidatascience/data4names/raw/master/data-raw/names_year/names_year.csv\")\n\n\nHighlight the Questions and Tasks"
   },
   {
-    "objectID": "Projects/project3.html#questiontask-1",
-    "href": "Projects/project3.html#questiontask-1",
+    "objectID": "Projects/project2.html#questiontask-1",
+    "href": "Projects/project2.html#questiontask-1",
     "title": "Client Report - [Insert Project Title]",
     "section": "QUESTION|TASK 1",
     "text": "QUESTION|TASK 1\nCOPY PASTE QUESTION|TASK 1 FROM THE PROJECT HERE\ntype your results and analysis here\n\n\nRead and format data\n# Include and execute your code here\n\n\ninclude figures in chunks and discuss your findings in the figure.\n\n\nplot example\n# Include and execute your code here\nchart = px.bar(df.head(200),\n    x=\"name\", \n    y=\"AK\"\n)\nchart.show()\n\n\n\n                                                \nMy useless chart\n\n\n\n\ntable example\n# Include and execute your code here\nmydat = df.head(1000)\\\n    .groupby('year')\\\n    .sum()\\\n    .reset_index()\\\n    .tail(10)\\\n    .filter([\"year\", \"AK\",\"AR\"])\n\ndisplay(mydat)\n\n\n\n\n\n\nNot much of a table \n\n\n\nyear\nAK\nAR\n\n\n\n\n96\n2006\n21.0\n183.0\n\n\n97\n2007\n28.0\n153.0\n\n\n98\n2008\n36.0\n212.0\n\n\n99\n2009\n34.0\n179.0\n\n\n100\n2010\n22.0\n196.0\n\n\n101\n2011\n41.0\n148.0\n\n\n102\n2012\n28.0\n140.0\n\n\n103\n2013\n26.0\n134.0\n\n\n104\n2014\n20.0\n114.0\n\n\n105\n2015\n28.0\n121.0"
   },
   {
-    "objectID": "Projects/project3.html#questiontask-2",
-    "href": "Projects/project3.html#questiontask-2",
+    "objectID": "Projects/project2.html#questiontask-2",
+    "href": "Projects/project2.html#questiontask-2",
     "title": "Client Report - [Insert Project Title]",
     "section": "QUESTION|TASK 2",
     "text": "QUESTION|TASK 2\nCOPY PASTE QUESTION|TASK 2 FROM THE PROJECT HERE\ntype your results and analysis here\n\n\nRead and format data\n# Include and execute your code here\n\n\ninclude figures in chunks and discuss your findings in the figure.\n\n\nplot example\n# Include and execute your code here\nchart = px.bar(df.head(200),\n    x=\"name\", \n    y=\"AK\"\n)\nchart.show()\n\n\n\n                                                \nMy useless chart\n\n\n\n\ntable example\n# Include and execute your code here\nmydat = df.head(1000)\\\n    .groupby('year')\\\n    .sum()\\\n    .reset_index()\\\n    .tail(10)\\\n    .filter([\"year\", \"AK\",\"AR\"])\n\ndisplay(mydat)\n\n\n\n\n\n\nNot much of a table \n\n\n\nyear\nAK\nAR\n\n\n\n\n96\n2006\n21.0\n183.0\n\n\n97\n2007\n28.0\n153.0\n\n\n98\n2008\n36.0\n212.0\n\n\n99\n2009\n34.0\n179.0\n\n\n100\n2010\n22.0\n196.0\n\n\n101\n2011\n41.0\n148.0\n\n\n102\n2012\n28.0\n140.0\n\n\n103\n2013\n26.0\n134.0\n\n\n104\n2014\n20.0\n114.0\n\n\n105\n2015\n28.0\n121.0"
   },
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-    "href": "Projects/project3.html#questiontask-3",
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+    "href": "Projects/project2.html#questiontask-3",
     "title": "Client Report - [Insert Project Title]",
     "section": "QUESTION|TASK 3",
     "text": "QUESTION|TASK 3\nCOPY PASTE QUESTION|TASK 3 FROM THE PROJECT HERE\ntype your results and analysis here\n\n\nRead and format data\n# Include and execute your code here\n\n\ninclude figures in chunks and discuss your findings in the figure.\n\n\nplot example\n# Include and execute your code here\nchart = px.bar(df.head(200),\n    x=\"name\", \n    y=\"AK\"\n)\nchart.show()\n\n\n\n                                                \nMy useless chart\n\n\n\n\ntable example\n# Include and execute your code here\nmydat = df.head(1000)\\\n    .groupby('year')\\\n    .sum()\\\n    .reset_index()\\\n    .tail(10)\\\n    .filter([\"year\", \"AK\",\"AR\"])\n\ndisplay(mydat)\n\n\n\n\n\n\nNot much of a table \n\n\n\nyear\nAK\nAR\n\n\n\n\n96\n2006\n21.0\n183.0\n\n\n97\n2007\n28.0\n153.0\n\n\n98\n2008\n36.0\n212.0\n\n\n99\n2009\n34.0\n179.0\n\n\n100\n2010\n22.0\n196.0\n\n\n101\n2011\n41.0\n148.0\n\n\n102\n2012\n28.0\n140.0\n\n\n103\n2013\n26.0\n134.0\n\n\n104\n2014\n20.0\n114.0\n\n\n105\n2015\n28.0\n121.0"
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+  {
+    "objectID": "projects.html",
+    "href": "projects.html",
+    "title": "DS250 Projects",
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+    "text": "Project 1 Project 2 Project 3 Project 4 Project 5"
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+  {
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+    "href": "projects.html#repo-for-all-my-projects",
+    "title": "DS250 Projects",
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diff --git a/sitemap.xml b/sitemap.xml
index b3cbbd5..3565f6a 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -2,58 +2,58 @@
 <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
   <url>
     <loc>https://byui-cse.github.io/byuids-portfolio/competition.html</loc>
-    <lastmod>2024-01-19T17:54:41.977Z</lastmod>
+    <lastmod>2024-01-19T17:58:39.375Z</lastmod>
   </url>
   <url>
     <loc>https://byui-cse.github.io/byuids-portfolio/story_telling.html</loc>
-    <lastmod>2024-01-19T17:54:41.384Z</lastmod>
+    <lastmod>2024-01-19T17:58:38.787Z</lastmod>
   </url>
   <url>
     <loc>https://byui-cse.github.io/byuids-portfolio/index.html</loc>
-    <lastmod>2024-01-19T17:54:40.778Z</lastmod>
+    <lastmod>2024-01-19T17:58:38.189Z</lastmod>
   </url>
   <url>
-    <loc>https://byui-cse.github.io/byuids-portfolio/Projects/project2.html</loc>
-    <lastmod>2024-01-19T17:54:29.470Z</lastmod>
+    <loc>https://byui-cse.github.io/byuids-portfolio/Projects/project3.html</loc>
+    <lastmod>2024-01-19T17:58:34.880Z</lastmod>
   </url>
   <url>
     <loc>https://byui-cse.github.io/byuids-portfolio/Projects/project1.html</loc>
-    <lastmod>2024-01-19T17:54:13.084Z</lastmod>
+    <lastmod>2024-01-19T17:58:14.275Z</lastmod>
   </url>
   <url>
     <loc>https://byui-cse.github.io/byuids-portfolio/Projects/project4.html</loc>
-    <lastmod>2024-01-19T17:53:52.162Z</lastmod>
+    <lastmod>2024-01-19T17:57:52.592Z</lastmod>
   </url>
   <url>
     <loc>https://byui-cse.github.io/byuids-portfolio/resume.html</loc>
-    <lastmod>2024-01-19T17:53:30.750Z</lastmod>
+    <lastmod>2024-01-19T17:57:37.275Z</lastmod>
   </url>
   <url>
     <loc>https://byui-cse.github.io/byuids-portfolio/exploration.html</loc>
-    <lastmod>2024-01-19T17:53:30.319Z</lastmod>
+    <lastmod>2024-01-19T17:57:36.824Z</lastmod>
   </url>
   <url>
     <loc>https://byui-cse.github.io/byuids-portfolio/cleansing.html</loc>
-    <lastmod>2024-01-19T17:53:31.102Z</lastmod>
+    <lastmod>2024-01-19T17:57:37.603Z</lastmod>
   </url>
   <url>
     <loc>https://byui-cse.github.io/byuids-portfolio/Projects/project5.html</loc>
-    <lastmod>2024-01-19T17:54:02.648Z</lastmod>
+    <lastmod>2024-01-19T17:58:03.336Z</lastmod>
   </url>
   <url>
-    <loc>https://byui-cse.github.io/byuids-portfolio/Projects/projects.html</loc>
-    <lastmod>2024-01-19T17:54:16.138Z</lastmod>
+    <loc>https://byui-cse.github.io/byuids-portfolio/Projects/project2.html</loc>
+    <lastmod>2024-01-19T17:58:24.474Z</lastmod>
   </url>
   <url>
-    <loc>https://byui-cse.github.io/byuids-portfolio/Projects/project3.html</loc>
-    <lastmod>2024-01-19T17:54:39.810Z</lastmod>
+    <loc>https://byui-cse.github.io/byuids-portfolio/projects.html</loc>
+    <lastmod>2024-01-19T17:58:37.894Z</lastmod>
   </url>
   <url>
     <loc>https://byui-cse.github.io/byuids-portfolio/ml.html</loc>
-    <lastmod>2024-01-19T17:54:41.066Z</lastmod>
+    <lastmod>2024-01-19T17:58:38.496Z</lastmod>
   </url>
   <url>
     <loc>https://byui-cse.github.io/byuids-portfolio/full_stack.html</loc>
-    <lastmod>2024-01-19T17:54:41.673Z</lastmod>
+    <lastmod>2024-01-19T17:58:39.083Z</lastmod>
   </url>
 </urlset>
diff --git a/story_telling.html b/story_telling.html
index ae44bc5..f4658e1 100644
--- a/story_telling.html
+++ b/story_telling.html
@@ -89,7 +89,7 @@
  <span class="menu-text">Home</span></a>
   </li>  
   <li class="nav-item">
-    <a class="nav-link active" href="./Projects/projects.html" rel="" target="" aria-current="page">
+    <a class="nav-link active" href="./projects.html" rel="" target="" aria-current="page">
  <span class="menu-text">DS250 Projects</span></a>
   </li>  
   <li class="nav-item">
@@ -146,8 +146,8 @@
     <ul class="list-unstyled mt-1">
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
-  <a href="./Projects/projects.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">DS 250 Projects</span></a>
+  <a href="./projects.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">DS250 Projects</span></a>
   </div>
 </li>
         <li class="px-0"><hr class="sidebar-divider hi "></li>