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diff --git a/.nojekyll b/.nojekyll
@@ -1 +1 @@
-9caf97ca
+c8dd3950
diff --git a/css/styles.css b/css/styles.css
@@ -1,4 +1,4 @@
-@import url('https://fonts.googleapis.com/css2?family=Alegreya+SC:ital,wght@0,500;1,500&family=Alegreya:ital@0;1&display=swap');
+@import url('https://fonts.googleapis.com/css2?family=Alegreya+SC:ital,wght@0,500;1,500&family=Alegreya:ital,wght@0,400;0,700;1,400;1,700&display=swap');
 
 .metadata {
   display: none!important;
@@ -26,7 +26,6 @@ body, .navbar  {
 svg, output {
   font-family: 'Alegreya', serif!important;
 
-
 }
 
 h1, h2, h3, h4, h5, h6 {

diff --git a/search.json b/search.json
@@ -53,21 +53,21 @@
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+    "text": "Jul 26, 2021\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nAug 1, 2021\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nSep 8, 2023\n\n\n\n\n\n\n\n\nNo matching items"
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-    "text": "Statistics and Data Analysis\n\n\n\n\n\n\n\n\nConfidence Intervals\n\n\n\n\n\n\n\n\n\n\n\n\n\nLarge-Sample Regression Theory\n\n\n\nAug 27, 2023\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nOrder Statistics\n\n\n\nAug 27, 2023\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nQuantile-Quantile Plots\n\n\n\nAug 27, 2023\n\n\n\n\n\n\n\n\nNo matching items"
+    "text": "Statistics and Data Analysis\n\n\n\n\n\n\n\n\nConfidence Intervals\n\n\n\n\n\n\n\n\n\n\n\n\n\nLarge-Sample Regression Theory\n\n\n\nSep 8, 2023\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nOrder Statistics\n\n\n\nSep 8, 2023\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nQuantile-Quantile Plots\n\n\n\nSep 8, 2023\n\n\n\n\n\n\n\n\nNo matching items"
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diff --git a/site_libs/bootstrap/bootstrap-dark.min.css b/site_libs/bootstrap/bootstrap-dark.min.css
diff --git a/site_libs/bootstrap/bootstrap.min.css b/site_libs/bootstrap/bootstrap.min.css
diff --git a/sitemap.xml b/sitemap.xml
@@ -2,54 +2,54 @@
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   <url>
     <loc>https://www.smajhi.com/tutorials/topology/smith/index.html</loc>
-    <lastmod>2023-08-27T14:21:47.390Z</lastmod>
+    <lastmod>2023-09-08T22:25:29.307Z</lastmod>
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     <loc>https://www.smajhi.com/tutorials/topology/reduction-action.html</loc>
-    <lastmod>2023-08-27T14:21:44.036Z</lastmod>
+    <lastmod>2023-09-08T22:25:27.142Z</lastmod>
   </url>
   <url>
     <loc>https://www.smajhi.com/tutorials/index.html</loc>
-    <lastmod>2023-08-27T14:21:38.846Z</lastmod>
+    <lastmod>2023-09-08T22:25:23.749Z</lastmod>
   </url>
   <url>
     <loc>https://www.smajhi.com/tutorials/data-science/qq.html</loc>
-    <lastmod>2023-08-27T14:21:35.998Z</lastmod>
+    <lastmod>2023-09-08T22:25:22.226Z</lastmod>
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     <loc>https://www.smajhi.com/tutorials/data-science/conf-int.html</loc>
-    <lastmod>2023-08-27T14:21:31.365Z</lastmod>
+    <lastmod>2023-09-08T22:25:20.346Z</lastmod>
   </url>
   <url>
     <loc>https://www.smajhi.com/research/index.html</loc>
-    <lastmod>2023-08-27T14:21:27.836Z</lastmod>
+    <lastmod>2023-09-08T22:25:19.066Z</lastmod>
   </url>
   <url>
     <loc>https://www.smajhi.com/index.html</loc>
-    <lastmod>2023-08-27T14:21:26.058Z</lastmod>
+    <lastmod>2023-09-08T22:25:18.266Z</lastmod>
   </url>
   <url>
     <loc>https://www.smajhi.com/solutions.html</loc>
-    <lastmod>2023-08-27T14:21:29.391Z</lastmod>
+    <lastmod>2023-09-08T22:25:19.696Z</lastmod>
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   <url>
     <loc>https://www.smajhi.com/tutorials/data-science/order-statistics.html</loc>
-    <lastmod>2023-08-27T14:21:33.538Z</lastmod>
+    <lastmod>2023-09-08T22:25:21.276Z</lastmod>
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   <url>
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-    <lastmod>2023-08-27T14:21:37.178Z</lastmod>
+    <lastmod>2023-09-08T22:25:22.811Z</lastmod>
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-    <lastmod>2023-08-27T14:21:40.191Z</lastmod>
+    <lastmod>2023-09-08T22:25:24.546Z</lastmod>
   </url>
   <url>
     <loc>https://www.smajhi.com/tutorials/topology/abelian-groups/index.html</loc>
-    <lastmod>2023-08-27T14:21:42.523Z</lastmod>
+    <lastmod>2023-09-08T22:25:26.270Z</lastmod>
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   <url>
     <loc>https://www.smajhi.com/tutorials/topology/rips.html</loc>
-    <lastmod>2023-08-27T14:21:45.484Z</lastmod>
+    <lastmod>2023-09-08T22:25:28.114Z</lastmod>
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diff --git a/tutorials/data-science/order-statistics.html b/tutorials/data-science/order-statistics.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 <meta name="author" content="Sushovan Majhi">
-<meta name="dcterms.date" content="2023-08-27">
+<meta name="dcterms.date" content="2023-09-08">
 
 <title>Order Statistics</title>
 <style>
@@ -206,7 +206,7 @@ <h1 class="title">Order Statistics</h1>
       <div>
       <div class="quarto-title-meta-heading">Published</div>
       <div class="quarto-title-meta-contents">
-        <p class="date">August 27, 2023</p>
+        <p class="date">September 8, 2023</p>
       </div>
     </div>
 

diff --git a/tutorials/data-science/qq.html b/tutorials/data-science/qq.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 <meta name="author" content="Sushovan Majhi">
-<meta name="dcterms.date" content="2023-08-27">
+<meta name="dcterms.date" content="2023-09-08">
 
 <title>Quantile-Quantile Plots</title>
 <style>
@@ -210,7 +210,7 @@ <h1 class="title">Quantile-Quantile Plots</h1>
       <div>
       <div class="quarto-title-meta-heading">Published</div>
       <div class="quarto-title-meta-contents">
-        <p class="date">August 27, 2023</p>
+        <p class="date">September 8, 2023</p>
       </div>
     </div>
 
@@ -423,13 +423,13 @@ <h1>References</h1>
 </section><section class="quarto-appendix-contents"><h2 class="anchored quarto-appendix-heading">Citation</h2><div><div class="quarto-appendix-secondary-label">BibTeX citation:</div><pre class="sourceCode code-with-copy quarto-appendix-bibtex"><code class="sourceCode bibtex">@online{majhi2023,
   author = {Majhi, Sushovan},
   title = {Quantile-Quantile {Plots}},
-  date = {2023-08-27},
+  date = {2023-09-08},
   url = {https://smajhi.com/tutorials/data-science/qq},
   langid = {en}
 }
 </code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre><div class="quarto-appendix-secondary-label">For attribution, please cite this work as:</div><div id="ref-majhi2023" class="csl-entry quarto-appendix-citeas" role="listitem">
-Majhi, Sushovan. 2023. <span>“Quantile-Quantile Plots.”</span> August
-27, 2023. <a href="https://smajhi.com/tutorials/data-science/qq">https://smajhi.com/tutorials/data-science/qq</a>.
+Majhi, Sushovan. 2023. <span>“Quantile-Quantile Plots.”</span> September
+8, 2023. <a href="https://smajhi.com/tutorials/data-science/qq">https://smajhi.com/tutorials/data-science/qq</a>.
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diff --git a/tutorials/data-science/regression/index.html b/tutorials/data-science/regression/index.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 <meta name="author" content="Sushovan Majhi">
-<meta name="dcterms.date" content="2023-08-27">
+<meta name="dcterms.date" content="2023-09-08">
 
 <title>Large-Sample Regression Theory</title>
 <style>
@@ -154,7 +154,7 @@ <h1 class="title">Large-Sample Regression Theory</h1>
       <div>
       <div class="quarto-title-meta-heading">Published</div>
       <div class="quarto-title-meta-contents">
-        <p class="date">August 27, 2023</p>
+        <p class="date">September 8, 2023</p>
       </div>
     </div>
 

diff --git a/tutorials/index.html b/tutorials/index.html
@@ -242,7 +242,7 @@ <h1 class="title">Tutorials</h1>
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 <div id="listing-topology" class="quarto-listing quarto-listing-container-grid">
 <div class="list grid quarto-listing-cols-3">
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+<div class="g-col-1" data-index="0" data-categories="Algebraic Topology,Interactive Tutorial" data-listing-date-sort="1627272000000" data-listing-file-modified-sort="1694022926911" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="4">
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@@ -261,7 +261,7 @@ <h5 class="no-anchor card-title listing-title">
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+<div class="g-col-1" data-index="3" data-categories="Algebraic Topology,Vietoris--Rips,Interactive Tutorial" data-listing-date-sort="1694145600000" data-listing-file-modified-sort="1694022926911" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="4">
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@@ -306,7 +306,7 @@ <h5 class="no-anchor card-title listing-title">
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 <h2 class="anchored" data-anchor-id="statistics-and-data-analysis">Statistics and Data Analysis</h2>
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 <div class="list grid quarto-listing-cols-3">
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 <a href="../tutorials/data-science/conf-int.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
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@@ -335,7 +335,7 @@ <h5 class="no-anchor card-title listing-title">
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 <a href="../tutorials/data-science/regression/index.html" class="quarto-grid-link">
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@@ -347,14 +347,14 @@ <h5 class="no-anchor card-title listing-title">
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+Sep 8, 2023
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 <a href="../tutorials/data-science/order-statistics.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
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@@ -366,14 +366,14 @@ <h5 class="no-anchor card-title listing-title">
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+Sep 8, 2023
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 <a href="../tutorials/data-science/qq.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -385,7 +385,7 @@ <h5 class="no-anchor card-title listing-title">
 </h5>
 <div class="card-attribution card-text-small end">
 <div class="listing-date">
-Aug 27, 2023
+Sep 8, 2023
 </div>
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@@ -402,7 +402,7 @@ <h5 class="no-anchor card-title listing-title">
 <h2 class="anchored" data-anchor-id="miscellaneous">Miscellaneous</h2>
 <div id="listing-miscellaneous" class="quarto-listing quarto-listing-container-grid">
 <div class="list grid quarto-listing-cols-3">
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+<div class="g-col-1" data-index="0" data-listing-date-sort="1662955200000" data-listing-file-modified-sort="1694022926911" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="3">
 <a href="../tutorials/miscellaneous/lorenz.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">

diff --git a/tutorials/topology/rips.html b/tutorials/topology/rips.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 <meta name="author" content="Sushovan Majhi">
-<meta name="dcterms.date" content="2023-08-27">
+<meta name="dcterms.date" content="2023-09-08">
 
 <title>Vietoris–Rips Complex</title>
 <style>
@@ -207,7 +207,7 @@ <h1 class="title">Vietoris–Rips Complex</h1>
       <div>
       <div class="quarto-title-meta-heading">Published</div>
       <div class="quarto-title-meta-contents">
-        <p class="date">August 27, 2023</p>
+        <p class="date">September 8, 2023</p>
       </div>
     </div>