diff --git a/html_outputs/index.html b/html_outputs/index.html
index ab9215a9..aa0ddd8b 100644
--- a/html_outputs/index.html
+++ b/html_outputs/index.html
@@ -2,7 +2,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
 
 <meta charset="utf-8">
-<meta name="generator" content="quarto-1.4.555">
+<meta name="generator" content="quarto-1.5.57">
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
@@ -230,13 +230,13 @@
   <header id="quarto-header" class="headroom fixed-top">
   <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-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
+      <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" 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="./index.html">Welcome</a></li></ol></nav>
-        <a class="flex-grow-1" role="button" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
+        <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
         </a>
-      <button type="button" class="btn quarto-search-button" aria-label="" onclick="window.quartoOpenSearch();">
+      <button type="button" class="btn quarto-search-button" aria-label="Search" onclick="window.quartoOpenSearch();">
         <i class="bi bi-search"></i>
       </button>
     </div>
@@ -257,23 +257,23 @@
     <a href="https://www.linkedin.com/company/appliedepi/" title="" class="quarto-navigation-tool px-1" aria-label=""><i class="bi bi-linkedin"></i></a>
     <a href="https://github.com/appliedepi/epihandbook_eng" title="Source Code" class="quarto-navigation-tool px-1" aria-label="Source Code"><i class="bi bi-github"></i></a>
     <div class="dropdown">
-      <a href="" title="Share" id="quarto-navigation-tool-dropdown-0" class="quarto-navigation-tool dropdown-toggle px-1" data-bs-toggle="dropdown" aria-expanded="false" aria-label="Share"><i class="bi bi-share"></i></a>
+      <a href="" title="Share" id="quarto-navigation-tool-dropdown-0" class="quarto-navigation-tool dropdown-toggle px-1" data-bs-toggle="dropdown" aria-expanded="false" role="link" aria-label="Share"><i class="bi bi-share"></i></a>
       <ul class="dropdown-menu" aria-labelledby="quarto-navigation-tool-dropdown-0">
           <li>
             <a class="dropdown-item sidebar-tools-main-item" href="https://twitter.com/intent/tweet?url=|url|">
-              <i class="bi bi-bi-twitter pe-1"></i>
+              <i class="bi bi-twitter pe-1"></i>
             Twitter
             </a>
           </li>
           <li>
             <a class="dropdown-item sidebar-tools-main-item" href="https://www.facebook.com/sharer/sharer.php?u=|url|">
-              <i class="bi bi-bi-facebook pe-1"></i>
+              <i class="bi bi-facebook pe-1"></i>
             Facebook
             </a>
           </li>
           <li>
             <a class="dropdown-item sidebar-tools-main-item" href="https://www.linkedin.com/sharing/share-offsite/?url=|url|">
-              <i class="bi bi-bi-linkedin pe-1"></i>
+              <i class="bi bi-linkedin pe-1"></i>
             LinkedIn
             </a>
           </li>
@@ -298,9 +298,9 @@
 </li>
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
-            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-1" aria-expanded="true">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-1" role="navigation" aria-expanded="true">
  <span class="menu-text">About this book</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-1" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-1" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
@@ -321,9 +321,9 @@
   </li>
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
-            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" aria-expanded="true">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" role="navigation" aria-expanded="true">
  <span class="menu-text">Basics</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
@@ -362,9 +362,9 @@
   </li>
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
-            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" aria-expanded="true">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" role="navigation" aria-expanded="true">
  <span class="menu-text">Data Management</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
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@@ -427,9 +427,9 @@
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         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
-            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" aria-expanded="true">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true">
  <span class="menu-text">Analysis</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
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@@ -510,9 +510,9 @@
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         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
-            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" aria-expanded="true">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="true">
  <span class="menu-text">Data Visualization</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
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@@ -587,9 +587,9 @@
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         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
-            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-6" aria-expanded="true">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-6" role="navigation" aria-expanded="true">
  <span class="menu-text">Reports and dashboards</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-6" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-6" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
@@ -617,14 +617,20 @@
   <a href="./new_pages/shiny_basics.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text"><span class="chapter-number">43</span>&nbsp; <span class="chapter-title">Dashboards with Shiny</span></span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./new_pages/quarto.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text"><span class="chapter-number">44</span>&nbsp; <span class="chapter-title">Quarto</span></span></a>
+  </div>
 </li>
       </ul>
   </li>
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
-            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-7" aria-expanded="true">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-7" role="navigation" aria-expanded="true">
  <span class="menu-text">Miscellaneous</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-7" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-7" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
@@ -632,43 +638,43 @@
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./new_pages/writing_functions.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">44</span>&nbsp; <span class="chapter-title">Writing functions</span></span></a>
+ <span class="menu-text"><span class="chapter-number">45</span>&nbsp; <span class="chapter-title">Writing functions</span></span></a>
   </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./new_pages/directories.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">45</span>&nbsp; <span class="chapter-title">Directory interactions</span></span></a>
+ <span class="menu-text"><span class="chapter-number">46</span>&nbsp; <span class="chapter-title">Directory interactions</span></span></a>
   </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./new_pages/collaboration.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">46</span>&nbsp; <span class="chapter-title">Version control and collaboration with Git and Github</span></span></a>
+ <span class="menu-text"><span class="chapter-number">47</span>&nbsp; <span class="chapter-title">Version control and collaboration with Git and Github</span></span></a>
   </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./new_pages/errors.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">47</span>&nbsp; <span class="chapter-title">Common errors</span></span></a>
+ <span class="menu-text"><span class="chapter-number">48</span>&nbsp; <span class="chapter-title">Common errors</span></span></a>
   </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./new_pages/help.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">48</span>&nbsp; <span class="chapter-title">Getting help</span></span></a>
+ <span class="menu-text"><span class="chapter-number">49</span>&nbsp; <span class="chapter-title">Getting help</span></span></a>
   </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./new_pages/network_drives.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">49</span>&nbsp; <span class="chapter-title">R on network drives</span></span></a>
+ <span class="menu-text"><span class="chapter-number">50</span>&nbsp; <span class="chapter-title">R on network drives</span></span></a>
   </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./new_pages/data_table.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">50</span>&nbsp; <span class="chapter-title">Data Table</span></span></a>
+ <span class="menu-text"><span class="chapter-number">51</span>&nbsp; <span class="chapter-title">Data Table</span></span></a>
   </div>
 </li>
       </ul>
@@ -719,7 +725,7 @@ <h1 class="title">The Epidemiologist R Handbook</h1>
     <div>
     <div class="quarto-title-meta-heading">Last updated</div>
     <div class="quarto-title-meta-contents">
-      <p class="date">Jul 24, 2024</p>
+      <p class="date">Sep 30, 2024</p>
     </div>
   </div>
   
@@ -756,7 +762,7 @@ <h1 class="unnumbered">Welcome</h1>
 <section id="r-for-applied-epidemiology-and-public-health" class="level2 unnumbered">
 <h2 class="unnumbered anchored" data-anchor-id="r-for-applied-epidemiology-and-public-health">R for applied epidemiology and public health</h2>
 <p><strong>Usage</strong>: This handbook has been used over <strong>3 million times by 850,000 people</strong> around the world.</p>
-<p><strong>Objective:</strong> Serve as a quick R code reference manual (online and <a href="#data-used"><strong>offline</strong></a>) with task-centered examples that address common epidemiological problems.</p>
+<p><strong>Objective:</strong> Serve as a quick R code reference manual (online and <a href="new_pages/data_used.html"><strong>offline</strong></a>) with task-centered examples that address common epidemiological problems.</p>
 <p><strong>Are you just starting with R?</strong> Try our <a href="https://www.appliedepi.org/tutorial/"><strong>free interactive tutorials</strong></a> or synchronous, virtual <a href="https://www.appliedepi.org/live/"><strong>intro course</strong></a> used by US CDC, WHO, and 400+ other health agencies and Field Epi Training Programs worldwide.</p>
 <p><strong>Languages:</strong> <a href="https://epirhandbook.com/fr">French (Français)</a>, <a href="https://epirhandbook.com/es/">Spanish (Español)</a>, <a href="https://epirhandbook.com/vn/">Vietnamese (Tiếng Việt)</a>, <a href="https://epirhandbook.com/jp/">Japanese (日本)</a>, <a href="https://epirhandbook.com/tr/">Turkish (Türkçe)</a>, <a href="https://epirhandbook.com/pt">Portuguese (Português)</a>, <a href="https://epirhandbook.com/ru">Russian (Русский)</a></p>
 <!-- * Use practical epi examples - cleaning case linelists, making transmission chains and epidemic curves, automated reports and dashboards, modeling incidence and making projections, demographic pyramids and rate standardization, record matching, outbreak detection, survey analysis, survival analysis, GIS basics, contact tracing, phylogenetic trees...   -->
@@ -806,10 +812,10 @@ <h2 class="unnumbered anchored" data-anchor-id="how-to-use-this-handbook">How to
 <li>Browse the pages in the Table of Contents, or use the search box</li>
 <li>Click the “copy” icons to copy code<br>
 </li>
-<li>You can follow-along with <a href="#data-used">the example data</a></li>
+<li>You can follow-along with <a href="new_pages/data_used.html">the example data</a></li>
 </ul>
 <p><strong>Offline version</strong></p>
-<p>See instructions in the <a href="#data-used">Download handbook and data</a> page.</p>
+<p>See instructions in the <a href="new_pages/data_used.html">Download handbook and data</a> page.</p>
 <!-- ======================================================= -->
 </section>
 <section id="acknowledgements" class="level2 unnumbered">
@@ -1049,18 +1055,7 @@ <h3 class="unnumbered anchored" data-anchor-id="contribution">Contribution</h3>
     }
     return false;
   }
-  const clipboard = new window.ClipboardJS('.code-copy-button', {
-    text: function(trigger) {
-      const codeEl = trigger.previousElementSibling.cloneNode(true);
-      for (const childEl of codeEl.children) {
-        if (isCodeAnnotation(childEl)) {
-          childEl.remove();
-        }
-      }
-      return codeEl.innerText;
-    }
-  });
-  clipboard.on('success', function(e) {
+  const onCopySuccess = function(e) {
     // button target
     const button = e.trigger;
     // don't keep focus
@@ -1092,7 +1087,29 @@ <h3 class="unnumbered anchored" data-anchor-id="contribution">Contribution</h3>
     }, 1000);
     // clear code selection
     e.clearSelection();
+  }
+  const getTextToCopy = function(trigger) {
+      const codeEl = trigger.previousElementSibling.cloneNode(true);
+      for (const childEl of codeEl.children) {
+        if (isCodeAnnotation(childEl)) {
+          childEl.remove();
+        }
+      }
+      return codeEl.innerText;
+  }
+  const clipboard = new window.ClipboardJS('.code-copy-button:not([data-in-quarto-modal])', {
+    text: getTextToCopy
   });
+  clipboard.on('success', onCopySuccess);
+  if (window.document.getElementById('quarto-embedded-source-code-modal')) {
+    // For code content inside modals, clipBoardJS needs to be initialized with a container option
+    // TODO: Check when it could be a function (https://github.com/zenorocha/clipboard.js/issues/860)
+    const clipboardModal = new window.ClipboardJS('.code-copy-button[data-in-quarto-modal]', {
+      text: getTextToCopy,
+      container: window.document.getElementById('quarto-embedded-source-code-modal')
+    });
+    clipboardModal.on('success', onCopySuccess);
+  }
     var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
     var mailtoRegex = new RegExp(/^mailto:/);
       var filterRegex = new RegExp('/' + window.location.host + '/');
@@ -1100,7 +1117,7 @@ <h3 class="unnumbered anchored" data-anchor-id="contribution">Contribution</h3>
         return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
     }
     // Inspect non-navigation links and adorn them if external
- 	var links = window.document.querySelectorAll('a[href]:not(.nav-link):not(.navbar-brand):not(.toc-action):not(.sidebar-link):not(.sidebar-item-toggle):not(.pagination-link):not(.no-external):not([aria-hidden]):not(.dropdown-item):not(.quarto-navigation-tool)');
+ 	var links = window.document.querySelectorAll('a[href]:not(.nav-link):not(.navbar-brand):not(.toc-action):not(.sidebar-link):not(.sidebar-item-toggle):not(.pagination-link):not(.no-external):not([aria-hidden]):not(.dropdown-item):not(.quarto-navigation-tool):not(.about-link)');
     for (var i=0; i<links.length; i++) {
       const link = links[i];
       if (!isInternal(link.href)) {
@@ -1446,30 +1463,37 @@ <h3 class="unnumbered anchored" data-anchor-id="contribution">Contribution</h3>
     </div>
   </div>
 </footer>
-<script>var lightboxQuarto = GLightbox({"descPosition":"bottom","selector":".lightbox","loop":false,"openEffect":"zoom","closeEffect":"zoom"});
-window.onload = () => {
-  lightboxQuarto.on('slide_before_load', (data) => {
-    const { slideIndex, slideNode, slideConfig, player, trigger } = data;
-    const href = trigger.getAttribute('href');
-    if (href !== null) {
-      const imgEl = window.document.querySelector(`a[href="${href}"] img`);
-      if (imgEl !== null) {
-        const srcAttr = imgEl.getAttribute("src");
-        if (srcAttr && srcAttr.startsWith("data:")) {
-          slideConfig.href = srcAttr;
+<script>var lightboxQuarto = GLightbox({"descPosition":"bottom","selector":".lightbox","loop":false,"closeEffect":"zoom","openEffect":"zoom"});
+(function() {
+  let previousOnload = window.onload;
+  window.onload = () => {
+    if (previousOnload) {
+      previousOnload();
+    }
+    lightboxQuarto.on('slide_before_load', (data) => {
+      const { slideIndex, slideNode, slideConfig, player, trigger } = data;
+      const href = trigger.getAttribute('href');
+      if (href !== null) {
+        const imgEl = window.document.querySelector(`a[href="${href}"] img`);
+        if (imgEl !== null) {
+          const srcAttr = imgEl.getAttribute("src");
+          if (srcAttr && srcAttr.startsWith("data:")) {
+            slideConfig.href = srcAttr;
+          }
         }
+      } 
+    });
+  
+    lightboxQuarto.on('slide_after_load', (data) => {
+      const { slideIndex, slideNode, slideConfig, player, trigger } = data;
+      if (window.Quarto?.typesetMath) {
+        window.Quarto.typesetMath(slideNode);
       }
-    } 
-  });
-
-  lightboxQuarto.on('slide_after_load', (data) => {
-    const { slideIndex, slideNode, slideConfig, player, trigger } = data;
-    if (window.Quarto?.typesetMath) {
-      window.Quarto.typesetMath(slideNode);
-    }
-  });
-
-};
+    });
+  
+  };
+  
+})();
           </script>
 
 
diff --git a/html_outputs/new_pages/quarto.html b/html_outputs/new_pages/quarto.html
index ec4a1ff9..750d7362 100644
--- a/html_outputs/new_pages/quarto.html
+++ b/html_outputs/new_pages/quarto.html
@@ -1417,7 +1417,7 @@ <h2 data-number="44.4" class="anchored" data-anchor-id="resources"><span class="
     </div>
   </div>
 </footer>
-<script>var lightboxQuarto = GLightbox({"selector":".lightbox","loop":false,"openEffect":"zoom","closeEffect":"zoom","descPosition":"bottom"});
+<script>var lightboxQuarto = GLightbox({"closeEffect":"zoom","selector":".lightbox","loop":false,"openEffect":"zoom","descPosition":"bottom"});
 (function() {
   let previousOnload = window.onload;
   window.onload = () => {
diff --git a/html_outputs/new_pages/shiny_basics.html b/html_outputs/new_pages/shiny_basics.html
index 4e8fcf38..16d5beb5 100644
--- a/html_outputs/new_pages/shiny_basics.html
+++ b/html_outputs/new_pages/shiny_basics.html
@@ -64,7 +64,7 @@
 <script src="../site_libs/quarto-search/fuse.min.js"></script>
 <script src="../site_libs/quarto-search/quarto-search.js"></script>
 <meta name="quarto:offset" content="../">
-<link href="../new_pages/writing_functions.html" rel="next">
+<link href="../new_pages/quarto.html" rel="next">
 <link href="../new_pages/flexdashboard.html" rel="prev">
 <link href="../images/Applied_Epi_logo.png" rel="icon" type="image/png">
 <script src="../site_libs/cookie-consent/cookie-consent.js"></script>
@@ -652,6 +652,12 @@
   <a href="../new_pages/shiny_basics.html" class="sidebar-item-text sidebar-link active">
  <span class="menu-text"><span class="chapter-number">43</span>&nbsp; <span class="chapter-title">Dashboards with Shiny</span></span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../new_pages/quarto.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text"><span class="chapter-number">44</span>&nbsp; <span class="chapter-title">Quarto</span></span></a>
+  </div>
 </li>
       </ul>
   </li>
@@ -667,43 +673,43 @@
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="../new_pages/writing_functions.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">44</span>&nbsp; <span class="chapter-title">Writing functions</span></span></a>
+ <span class="menu-text"><span class="chapter-number">45</span>&nbsp; <span class="chapter-title">Writing functions</span></span></a>
   </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="../new_pages/directories.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">45</span>&nbsp; <span class="chapter-title">Directory interactions</span></span></a>
+ <span class="menu-text"><span class="chapter-number">46</span>&nbsp; <span class="chapter-title">Directory interactions</span></span></a>
   </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="../new_pages/collaboration.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">46</span>&nbsp; <span class="chapter-title">Version control and collaboration with Git and Github</span></span></a>
+ <span class="menu-text"><span class="chapter-number">47</span>&nbsp; <span class="chapter-title">Version control and collaboration with Git and Github</span></span></a>
   </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="../new_pages/errors.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">47</span>&nbsp; <span class="chapter-title">Common errors</span></span></a>
+ <span class="menu-text"><span class="chapter-number">48</span>&nbsp; <span class="chapter-title">Common errors</span></span></a>
   </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="../new_pages/help.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">48</span>&nbsp; <span class="chapter-title">Getting help</span></span></a>
+ <span class="menu-text"><span class="chapter-number">49</span>&nbsp; <span class="chapter-title">Getting help</span></span></a>
   </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="../new_pages/network_drives.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">49</span>&nbsp; <span class="chapter-title">R on network drives</span></span></a>
+ <span class="menu-text"><span class="chapter-number">50</span>&nbsp; <span class="chapter-title">R on network drives</span></span></a>
   </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="../new_pages/data_table.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">50</span>&nbsp; <span class="chapter-title">Data Table</span></span></a>
+ <span class="menu-text"><span class="chapter-number">51</span>&nbsp; <span class="chapter-title">Data Table</span></span></a>
   </div>
 </li>
       </ul>
@@ -8728,8 +8734,8 @@ <h2 data-number="43.9" class="anchored" data-anchor-id="recommended-resources"><
       </a>          
   </div>
   <div class="nav-page nav-page-next">
-      <a href="../new_pages/writing_functions.html" class="pagination-link" aria-label="Writing functions">
-        <span class="nav-page-text"><span class="chapter-number">44</span>&nbsp; <span class="chapter-title">Writing functions</span></span> <i class="bi bi-arrow-right-short"></i>
+      <a href="../new_pages/quarto.html" class="pagination-link" aria-label="Quarto">
+        <span class="nav-page-text"><span class="chapter-number">44</span>&nbsp; <span class="chapter-title">Quarto</span></span> <i class="bi bi-arrow-right-short"></i>
       </a>
   </div>
 </nav>
@@ -8747,7 +8753,7 @@ <h2 data-number="43.9" class="anchored" data-anchor-id="recommended-resources"><
     </div>
   </div>
 </footer>
-<script>var lightboxQuarto = GLightbox({"selector":".lightbox","descPosition":"bottom","closeEffect":"zoom","openEffect":"zoom","loop":false});
+<script>var lightboxQuarto = GLightbox({"closeEffect":"zoom","selector":".lightbox","openEffect":"zoom","loop":false,"descPosition":"bottom"});
 (function() {
   let previousOnload = window.onload;
   window.onload = () => {
diff --git a/html_outputs/search.json b/html_outputs/search.json
index 4f8258f0..301bae13 100644
--- a/html_outputs/search.json
+++ b/html_outputs/search.json
@@ -3860,7 +3860,7 @@
     "href": "new_pages/shiny_basics.html#the-structure-of-a-shiny-app",
     "title": "43  Dashboards with Shiny",
     "section": "43.2 The structure of a shiny app",
-    "text": "43.2 The structure of a shiny app\n\nBasic file structures\nTo understand shiny, we first need to understand how the file structure of an app works! We should make a brand new directory before we start. This can actually be made easier by choosing New project in Rstudio, and choosing Shiny Web Application. This will create the basic structure of a shiny app for you.\nWhen opening this project, you’ll notice there is a .R file already present called app.R. It is essential that we have one of two basic file structures:\n\nOne file called app.R, or\n\nTwo files, one called ui.R and the other server.R\n\nIn this page, we will use the first approach of having one file called app.R. Here is an example script:\n\n# an example of app.R\n\nlibrary(shiny)\n\nui &lt;- fluidPage(\n\n    # Application title\n    titlePanel(\"My app\"),\n\n    # Sidebar with a slider input widget\n    sidebarLayout(\n        sidebarPanel(\n            sliderInput(\"input_1\")\n        ),\n\n        # Show a plot \n        mainPanel(\n           plotOutput(\"my_plot\")\n        )\n    )\n)\n\n# Define server logic required to draw a histogram\nserver &lt;- function(input, output) {\n     \n     plot_1 &lt;- reactive({\n          plot_func(param = input_1)\n     })\n     \n    output$my_plot &lt;- renderPlot({\n       plot_1()\n    })\n}\n\n\n# Run the application \nshinyApp(ui = ui, server = server)\n\nIf you open this file, you’ll notice that two objects are defined - one called ui and another called server. These objects must be defined in every shiny app and are central to the structure of the app itself! In fact, the only difference between the two file structures described above is that in structure 1, both ui and server are defined in one file, whereas in structure 2 they are defined in separate files. Note: we can also (and we should if we have a larger app) have other .R files in our structure that we can source() into our app.\n\n\nThe server and the ui\nWe next need to understand what the server and ui objects actually do. Put simply, these are two objects that are interacting with each other whenever the user interacts with the shiny app.\nThe UI element of a shiny app is, on a basic level, R code that creates an HTML interface. This means everything that is displayed in the UI of an app. This generally includes:\n\n“Widgets” - dropdown menus, check boxes, sliders, etc that can be interacted with by the user\nPlots, tables, etc - outputs that are generated with R code\nNavigation aspects of an app - tabs, panes, etc.\nGeneric text, hyperlinks, etc\nHTML and CSS elements (addressed later)\n\nThe most important thing to understand about the UI is that it receives inputs from the user and displays outputs from the server. There is no active code running in the ui at any time - all changes seen in the UI are passed through the server (more or less). So we have to make our plots, downloads, etc in the server\nThe server of the shiny app is where all code is being run once the app starts up. The way this works is a little confusing. The server function will effectively react to the user interfacing with the UI, and run chunks of code in response. If things change in the server, these will be passed back up to the ui, where the changes can be seen. Importantly, the code in the server will be executed non-consecutively (or it’s best to think of it this way). Basically, whenever a ui input affects a chunk of code in the server, it will run automatically, and that output will be produced and displayed.\nThis all probably sounds very abstract for now, so we’ll have to dive into some examples to get a clear idea of how this actually works.\n\n\nBefore you start to build an app\nBefore you begin to build an app, its immensely helpful to know what you want to build. Since your UI will be written in code, you can’t really visualise what you’re building unless you are aiming for something specific. For this reason, it is immensely helpful to look at lots of examples of shiny apps to get an idea of what you can make - even better if you can look at the source code behind these apps! Some great resources for this are:\n\nThe Rstudio app gallery\n\nOnce you get an idea for what is possible, it’s also helpful to map out what you want yours to look like - you can do this on paper or in any drawing software (PowerPoint, MS paint, etc.). It’s helpful to start simple for your first app! There’s also no shame in using code you find online of a nice app as a template for your work - its much easier than building something from scratch!",
+    "text": "43.2 The structure of a shiny app\n\nBasic file structures\nTo understand shiny, we first need to understand how the file structure of an app works! We should make a brand new directory before we start. This can actually be made easier by choosing New project in Rstudio, and choosing Shiny Web Application. This will create the basic structure of a shiny app for you.\nWhen opening this project, you’ll notice there is a .R file already present called app.R. It is essential that we have one of two basic file structures:\n\nOne file called app.R, or\n\nTwo files, one called ui.R and the other server.R\n\nIn this page, we will use the first approach of having one file called app.R. Here is an example script:\n\n# an example of app.R\n\nlibrary(shiny)\n\nui &lt;- fluidPage(\n     \n     # Application title\n     titlePanel(\"My app\"),\n     \n     # Sidebar with a slider input widget\n     sidebarLayout(\n          sidebarPanel(\n               sliderInput(inputId = \"input_1\",\n                           label = \"Slider\",\n                           min = 1,\n                           max = 50,\n                           value = 1)\n          ),\n          \n          # Show a plot \n          mainPanel(\n               plotOutput(\"my_plot\")\n          )\n     )\n)\n\n# Define server logic required to draw a histogram\nserver &lt;- function(input, output) {\n     \n     plot_1 &lt;- reactive({\n          plot_func(param = input_1)\n     })\n     \n    output$my_plot &lt;- renderPlot({\n       plot_1()\n    })\n}\n\n\n# Run the application \nshinyApp(ui = ui, server = server)\n\nIf you open this file, you’ll notice that two objects are defined - one called ui and another called server. These objects must be defined in every shiny app and are central to the structure of the app itself! In fact, the only difference between the two file structures described above is that in structure 1, both ui and server are defined in one file, whereas in structure 2 they are defined in separate files. Note: we can also (and we should if we have a larger app) have other .R files in our structure that we can source() into our app.\n\n\nThe server and the ui\nWe next need to understand what the server and ui objects actually do. Put simply, these are two objects that are interacting with each other whenever the user interacts with the shiny app.\nThe UI element of a shiny app is, on a basic level, R code that creates an HTML interface. This means everything that is displayed in the UI of an app. This generally includes:\n\n“Widgets” - dropdown menus, check boxes, sliders, etc that can be interacted with by the user.\nPlots, tables, etc - outputs that are generated with R code.\nNavigation aspects of an app - tabs, panes, etc.\nGeneric text, hyperlinks, etc.\nHTML and CSS elements (addressed later).\n\nThe most important thing to understand about the UI is that it receives inputs from the user and displays outputs from the server. There is no active code running in the ui at any time - all changes seen in the UI are passed through the server (more or less). So we have to make our plots, downloads, etc in the server\nThe server of the shiny app is where all code is being run once the app starts up. The way this works is a little confusing. The server function will effectively react to the user interfacing with the UI, and run chunks of code in response. If things change in the server, these will be passed back up to the ui, where the changes can be seen. Importantly, the code in the server will be executed non-consecutively (or it’s best to think of it this way). Basically, whenever a ui input affects a chunk of code in the server, it will run automatically, and that output will be produced and displayed.\nThis all probably sounds very abstract for now, so we’ll have to dive into some examples to get a clear idea of how this actually works.\n\n\nBefore you start to build an app\nBefore you begin to build an app, its immensely helpful to know what you want to build. Since your UI will be written in code, you can’t really visualise what you’re building unless you are aiming for something specific. For this reason, it is immensely helpful to look at lots of examples of shiny apps to get an idea of what you can make - even better if you can look at the source code behind these apps! Some great resources for this are:\n\nRstudio app gallery\nAppsilon R Shiny Demo Gallery\n\nOnce you get an idea for what is possible, it’s also helpful to map out what you want yours to look like - you can do this on paper or in any drawing software (PowerPoint, MS paint, etc.). It’s helpful to start simple for your first app! There’s also no shame in using code you find online of a nice app as a template for your work - its much easier and more efficient than building something from scratch!",
     "crumbs": [
       "Reports and dashboards",
       "<span class='chapter-number'>43</span>  <span class='chapter-title'>Dashboards with Shiny</span>"
@@ -3871,7 +3871,7 @@
     "href": "new_pages/shiny_basics.html#building-a-ui",
     "title": "43  Dashboards with Shiny",
     "section": "43.3 Building a UI",
-    "text": "43.3 Building a UI\nWhen building our app, its easier to work on the UI first so we can see what we’re making, and not risk the app failing because of any server errors. As mentioned previously, its often good to use a template when working on the UI. There are a number of standard layouts that can be used with shiny that are available from the base shiny package, but it’s worth noting that there are also a number of package extensions such as shinydashboard. We’ll use an example from base shiny to start with.\nA shiny UI is generally defined as a series of nested functions, in the following order\n\nA function defining the general layout (the most basic is fluidPage(), but more are available)\nPanels within the layout such as:\n\na sidebar (sidebarPanel())\na “main” panel (mainPanel())\na tab (tabPanel())\na generic “column” (column())\n\nWidgets and outputs - these can confer inputs to the server (widgets) or outputs from the server (outputs)\n\nWidgets generally are styled as xxxInput() e.g. selectInput()\nOutputs are generally styled as xxxOutput() e.g. plotOutput()\n\n\nIt’s worth stating again that these can’t be visualised easily in an abstract way, so it’s best to look at an example! Lets consider making a basic app that visualises our malaria facility count data by district. This data has a lot of differnet parameters, so it would be great if the end user could apply some filters to see the data by age group/district as they see fit! We can use a very simple shiny layout to start - the sidebar layout. This is a layout where widgets are placed in a sidebar on the left, and the plot is placed on the right.\nLets plan our app - we can start with a selector that lets us choose the district where we want to visualise data, and another to let us visualise the age group we are interested in. We’ll aim to use these filters to show an epicurve that reflects these parameters. So for this we need:\n\nTwo dropdown menus that let us choose the district we want, and the age group we’re interested in.\nAn area where we can show our resulting epicurve.\n\nThis might look something like this:\n\nlibrary(shiny)\n\nui &lt;- fluidPage(\n\n  titlePanel(\"Malaria facility visualisation app\"),\n\n  sidebarLayout(\n\n    sidebarPanel(\n         # selector for district\n         selectInput(\n              inputId = \"select_district\",\n              label = \"Select district\",\n              choices = c(\n                   \"All\",\n                   \"Spring\",\n                   \"Bolo\",\n                   \"Dingo\",\n                   \"Barnard\"\n              ),\n              selected = \"All\",\n              multiple = TRUE\n         ),\n         # selector for age group\n         selectInput(\n              inputId = \"select_agegroup\",\n              label = \"Select age group\",\n              choices = c(\n                   \"All ages\" = \"malaria_tot\",\n                   \"0-4 yrs\" = \"malaria_rdt_0-4\",\n                   \"5-14 yrs\" = \"malaria_rdt_5-14\",\n                   \"15+ yrs\" = \"malaria_rdt_15\"\n              ), \n              selected = \"All\",\n              multiple = FALSE\n         )\n\n    ),\n\n    mainPanel(\n      # epicurve goes here\n      plotOutput(\"malaria_epicurve\")\n    )\n    \n  )\n)\n\nWhen app.R is run with the above UI code (with no active code in the server portion of app.R) the layout appears looking like this - note that there will be no plot if there is no server to render it, but our inputs are working!\n\n\n\n\n\n\n\n\n\nThis is a good opportunity to discuss how widgets work - note that each widget is accepting an inputId, a label, and a series of other options that are specific to the widget type. This inputId is extremely important - these are the IDs that are used to pass information from the UI to the server. For this reason, they must be unique. You should make an effort to name them something sensible, and specific to what they are interacting with in cases of larger apps.\nYou should read documentation carefully for full details on what each of these widgets do. Widgets will pass specific types of data to the server depending on the widget type, and this needs to be fully understood. For example, selectInput() will pass a character type to the server:\n\nIf we select Spring for the first widget here, it will pass the character object \"Spring\" to the server.\nIf we select two items from the dropdown menu, they will come through as a character vector (e.g. c(\"Spring\", \"Bolo\")).\n\nOther widgets will pass different types of object to the server! For example:\n\nnumericInput() will pass a numeric type object to the server\ncheckboxInput() will pass a logical type object to the server (TRUE or FALSE)\n\nIt’s also worth noting the named vector we used for the age data here. For many widgets, using a named vector as the choices will display the names of the vector as the display choices, but pass the selected value from the vector to the server. I.e. here someone can select “15+” from the drop-down menu, and the UI will pass \"malaria_rdt_15\" to the server - which happens to be the name of the column we’re interested in!\nThere are loads of widgets that you can use to do lots of things with your app. Widgets also allow you to upload files into your app, and download outputs. There are also some excellent shiny extensions that give you access to more widgets than base shiny - the shinyWidgets package is a great example of this. To look at some examples you can look at the following links:\n\nbase shiny widget gallery\nshinyWidgets gallery",
+    "text": "43.3 Building a UI\nWhen building our app, its easier to work on the UI first so we can see what we’re making, and not risk the app failing because of any server errors. As mentioned previously, its often good to use a template when working on the UI. There are a number of standard layouts that can be used with shiny that are available from the base shiny package, but it’s worth noting that there are also a number of package extensions such as shinydashboard. We’ll use an example from base shiny to start with.\nA shiny UI is generally defined as a series of nested functions, in the following order:\n\nA function defining the general layout (the most basic is fluidPage(), but more are available).\nPanels within the layout such as:\n\na sidebar (sidebarPanel()).\na “main” panel (mainPanel()).\na tab (tabPanel()).\na generic “column” (column()).\n\nWidgets and outputs - these can confer inputs to the server (widgets) or outputs from the server (outputs).\n\nWidgets generally are styled as xxxInput() e.g. selectInput().\nOutputs are generally styled as xxxOutput() e.g. plotOutput().\n\n\nIt’s worth stating again that these can’t be visualised easily in an abstract way, so it’s best to look at an example! Lets consider making a basic app that visualises our malaria facility count data by district. This data has a lot of differnet parameters, so it would be great if the end user could apply some filters to see the data by age group/district as they see fit! We can use a very simple shiny layout to start - the sidebar layout. This is a layout where widgets are placed in a sidebar on the left, and the plot is placed on the right.\nLets plan our app - we can start with a selector that lets us choose the district where we want to visualise data, and another to let us visualise the age group we are interested in. We’ll aim to use these filters to show an epicurve that reflects these parameters. So for this we need:\n\nTwo dropdown menus that let us choose the district we want, and the age group we’re interested in.\nAn area where we can show our resulting epicurve.\n\nThis might look something like this:\n\nlibrary(shiny)\n\nui &lt;- fluidPage(\n\n  titlePanel(\"Malaria facility visualisation app\"),\n\n  sidebarLayout(\n\n    sidebarPanel(\n         # selector for district\n         selectInput(\n              inputId = \"select_district\",\n              label = \"Select district\",\n              choices = c(\n                   \"All\",\n                   \"Spring\",\n                   \"Bolo\",\n                   \"Dingo\",\n                   \"Barnard\"\n              ),\n              selected = \"All\",\n              multiple = TRUE\n         ),\n         # selector for age group\n         selectInput(\n              inputId = \"select_agegroup\",\n              label = \"Select age group\",\n              choices = c(\n                   \"All ages\" = \"malaria_tot\",\n                   \"0-4 yrs\" = \"malaria_rdt_0-4\",\n                   \"5-14 yrs\" = \"malaria_rdt_5-14\",\n                   \"15+ yrs\" = \"malaria_rdt_15\"\n              ), \n              selected = \"All\",\n              multiple = FALSE\n         )\n\n    ),\n\n    mainPanel(\n      # epicurve goes here\n      plotOutput(\"malaria_epicurve\")\n    )\n    \n  )\n)\n\nWhen app.R is run with the above UI code (with no active code in the server portion of app.R) the layout appears looking like this - note that there will be no plot if there is no server to render it, but our inputs are working!\n\n\n\n\n\n\n\n\n\nThis is a good opportunity to discuss how widgets work - note that each widget is accepting an inputId, a label, and a series of other options that are specific to the widget type. This inputId is extremely important - these are the IDs that are used to pass information from the UI to the server. For this reason, they must be unique. You should make an effort to name them something sensible, and specific to what they are interacting with in cases of larger apps.\nYou should read documentation carefully for full details on what each of these widgets do. Widgets will pass specific types of data to the server depending on the widget type, and this needs to be fully understood. For example, selectInput() will pass a character type to the server:\n\nIf we select Spring for the first widget here, it will pass the character object \"Spring\" to the server.\nIf we select two items from the dropdown menu, they will come through as a character vector (e.g. c(\"Spring\", \"Bolo\")).\n\nOther widgets will pass different types of object to the server! For example:\n\nnumericInput() will pass a numeric type object to the server\ncheckboxInput() will pass a logical type object to the server (TRUE or FALSE)\n\nIt’s also worth noting the named vector we used for the age data here. For many widgets, using a named vector as the choices will display the names of the vector as the display choices, but pass the selected value from the vector to the server. I.e. here someone can select “15+” from the drop-down menu, and the UI will pass \"malaria_rdt_15\" to the server - which happens to be the name of the column we’re interested in!\nThere are loads of widgets that you can use to do lots of things with your app. Widgets also allow you to upload files into your app, and download outputs. There are also some excellent shiny extensions that give you access to more widgets than base shiny - the shinyWidgets package is a great example of this. To look at some examples you can look at the following links:\n\nbase shiny widget gallery\nshinyWidgets gallery",
     "crumbs": [
       "Reports and dashboards",
       "<span class='chapter-number'>43</span>  <span class='chapter-title'>Dashboards with Shiny</span>"
@@ -3882,7 +3882,7 @@
     "href": "new_pages/shiny_basics.html#loading-data-into-our-app",
     "title": "43  Dashboards with Shiny",
     "section": "43.4 Loading data into our app",
-    "text": "43.4 Loading data into our app\nThe next step in our app development is getting the server up and running. To do this however, we need to get some data into our app, and figure out all the calculations we’re going to do. A shiny app is not straightforward to debug, as it’s often not clear where errors are coming from, so it’s ideal to get all our data processing and visualisation code working before we start making the server itself.\nSo given we want to make an app that shows epi curves that change based on user input, we should think about what code we would need to run this in a normal R script. We’ll need to:\n\nLoad our packages\nLoad our data\nTransform our data\nDevelop a function to visualise our data based on user inputs\n\nThis list is pretty straightforward, and shouldn’t be too hard to do. It’s now important to think about which parts of this process need to be done only once and which parts need to run in response to user inputs. This is because shiny apps generally run some code before running, which is only performed once. It will help our app’s performance if as much of our code can be moved to this section. For this example, we only need to load our data/packages and do basic transformations once, so we can put that code outside the server. This means the only thing we’ll need in the server is the code to visualise our data. Lets develop all of these componenets in a script first. However, since we’re visualising our data with a function, we can also put the code for the function outside the server so our function is in the environment when the app runs!\nFirst lets load our data. Since we’re working with a new project, and we want to make it clean, we can create a new directory called data, and add our malaria data in there. We can run this code below in a testing script we will eventually delete when we clean up the structure of our app.\n\npacman::p_load(\"tidyverse\", \"lubridate\")\n\n# read data\nmalaria_data &lt;- rio::import(here::here(\"data\", \"malaria_facility_count_data.rds\")) %&gt;% \n  as_tibble()\n\nprint(malaria_data)\n\n# A tibble: 3,038 × 10\n   location_name data_date  submitted_date Province District `malaria_rdt_0-4`\n   &lt;chr&gt;         &lt;date&gt;     &lt;date&gt;         &lt;chr&gt;    &lt;chr&gt;                &lt;int&gt;\n 1 Facility 1    2020-08-11 2020-08-12     North    Spring                  11\n 2 Facility 2    2020-08-11 2020-08-12     North    Bolo                    11\n 3 Facility 3    2020-08-11 2020-08-12     North    Dingo                    8\n 4 Facility 4    2020-08-11 2020-08-12     North    Bolo                    16\n 5 Facility 5    2020-08-11 2020-08-12     North    Bolo                     9\n 6 Facility 6    2020-08-11 2020-08-12     North    Dingo                    3\n 7 Facility 6    2020-08-10 2020-08-12     North    Dingo                    4\n 8 Facility 5    2020-08-10 2020-08-12     North    Bolo                    15\n 9 Facility 5    2020-08-09 2020-08-12     North    Bolo                    11\n10 Facility 5    2020-08-08 2020-08-12     North    Bolo                    19\n# ℹ 3,028 more rows\n# ℹ 4 more variables: `malaria_rdt_5-14` &lt;int&gt;, malaria_rdt_15 &lt;int&gt;,\n#   malaria_tot &lt;int&gt;, newid &lt;int&gt;\n\n\nIt will be easier to work with this data if we use tidy data standards, so we should also transform into a longer data format, where age group is a column, and cases is another column. We can do this easily using what we’ve learned in the Pivoting data page.\n\nmalaria_data &lt;- malaria_data %&gt;%\n  select(-newid) %&gt;%\n  pivot_longer(cols = starts_with(\"malaria_\"), names_to = \"age_group\", values_to = \"cases_reported\")\n\nprint(malaria_data)\n\n# A tibble: 12,152 × 7\n   location_name data_date  submitted_date Province District age_group       \n   &lt;chr&gt;         &lt;date&gt;     &lt;date&gt;         &lt;chr&gt;    &lt;chr&gt;    &lt;chr&gt;           \n 1 Facility 1    2020-08-11 2020-08-12     North    Spring   malaria_rdt_0-4 \n 2 Facility 1    2020-08-11 2020-08-12     North    Spring   malaria_rdt_5-14\n 3 Facility 1    2020-08-11 2020-08-12     North    Spring   malaria_rdt_15  \n 4 Facility 1    2020-08-11 2020-08-12     North    Spring   malaria_tot     \n 5 Facility 2    2020-08-11 2020-08-12     North    Bolo     malaria_rdt_0-4 \n 6 Facility 2    2020-08-11 2020-08-12     North    Bolo     malaria_rdt_5-14\n 7 Facility 2    2020-08-11 2020-08-12     North    Bolo     malaria_rdt_15  \n 8 Facility 2    2020-08-11 2020-08-12     North    Bolo     malaria_tot     \n 9 Facility 3    2020-08-11 2020-08-12     North    Dingo    malaria_rdt_0-4 \n10 Facility 3    2020-08-11 2020-08-12     North    Dingo    malaria_rdt_5-14\n# ℹ 12,142 more rows\n# ℹ 1 more variable: cases_reported &lt;int&gt;\n\n\nAnd with that we’ve finished preparing our data! This crosses items 1, 2, and 3 off our list of things to develop for our “testing R script”. The last, and most difficult task will be building a function to produce an epicurve based on user defined parameters. As mentioned previously, it’s highly recommended that anyone learning shiny first look at the section on functional programming (Writing functions) to understand how this works!\nWhen defining our function, it might be hard to think about what parameters we want to include. For functional programming with shiny, every relevent parameter will generally have a widget associated with it, so thinking about this is usually quite easy! For example in our current app, we want to be able to filter by district, and have a widget for this, so we can add a district parameter to reflect this. We don’t have any app functionality to filter by facility (for now), so we don’t need to add this as a parameter. Lets start by making a function with three parameters:\n\nThe core dataset\nThe district of choice\nThe age group of choice\n\n\nplot_epicurve &lt;- function(data, district = \"All\", agegroup = \"malaria_tot\") {\n  \n  if (!(\"All\" %in% district)) {\n    data &lt;- data %&gt;%\n      filter(District %in% district)\n    \n    plot_title_district &lt;- stringr::str_glue(\"{paste0(district, collapse = ', ')} districts\")\n    \n  } else {\n    \n    plot_title_district &lt;- \"all districts\"\n    \n  }\n  \n  # if no remaining data, return NULL\n  if (nrow(data) == 0) {\n    \n    return(NULL)\n  }\n  \n  data &lt;- data %&gt;%\n    filter(age_group == agegroup)\n  \n  \n  # if no remaining data, return NULL\n  if (nrow(data) == 0) {\n    \n    return(NULL)\n  }\n  \n  if (agegroup == \"malaria_tot\") {\n      agegroup_title &lt;- \"All ages\"\n  } else {\n    agegroup_title &lt;- stringr::str_glue(\"{str_remove(agegroup, 'malaria_rdt')} years\")\n  }\n  \n  \n  ggplot(data, aes(x = data_date, y = cases_reported)) +\n    geom_col(width = 1, fill = \"darkred\") +\n    theme_minimal() +\n    labs(\n      x = \"date\",\n      y = \"number of cases\",\n      title = stringr::str_glue(\"Malaria cases - {plot_title_district}\"),\n      subtitle = agegroup_title\n    )\n  \n  \n  \n}\n\nWe won’t go into great detail about this function, as it’s relatively simple in how it works. One thing to note however, is we handle errors by returning NULL when it would otherwise give an error. This is because when a shiny server produces a NULL object instead of a plot object, nothing will be shown in the ui! This is important, as otherwise errors will often cause your app to stop working.\nAnother thing to note is the use of the %in% operator when evaluating the district input. As mentioned above, this could arrive as a character vector with multiple values, so using %in% is more flexible than say, ==.\nLet’s test our function!\n\nplot_epicurve(malaria_data, district = \"Bolo\", agegroup = \"malaria_rdt_0-4\")\n\n\n\n\n\n\n\n\nWith our function working, we now have to understand how this all is going to fit into our shiny app. We mentioned the concept of startup code before, but lets look at how we can actually incorporate this into the structure of our app. There are two ways we can do this!\n\nPut this code in your app.R file at the start of the script (above the UI), or\n\nCreate a new file in your app’s directory called global.R, and put the startup code in this file.\n\nIt’s worth noting at this point that it’s generally easier, especially with bigger apps, to use the second file structure, as it lets you separate your file structure in a simple way. Lets fully develop a this global.R script now. Here is what it could look like:\n\n# global.R script\n\npacman::p_load(\"tidyverse\", \"lubridate\", \"shiny\")\n\n# read data\nmalaria_data &lt;- rio::import(here::here(\"data\", \"malaria_facility_count_data.rds\")) %&gt;% \n  as_tibble()\n\n# clean data and pivot longer\nmalaria_data &lt;- malaria_data %&gt;%\n  select(-newid) %&gt;%\n  pivot_longer(cols = starts_with(\"malaria_\"), names_to = \"age_group\", values_to = \"cases_reported\")\n\n\n# define plotting function\nplot_epicurve &lt;- function(data, district = \"All\", agegroup = \"malaria_tot\") {\n  \n  # create plot title\n  if (!(\"All\" %in% district)) {            \n    data &lt;- data %&gt;%\n      filter(District %in% district)\n    \n    plot_title_district &lt;- stringr::str_glue(\"{paste0(district, collapse = ', ')} districts\")\n    \n  } else {\n    \n    plot_title_district &lt;- \"all districts\"\n    \n  }\n  \n  # if no remaining data, return NULL\n  if (nrow(data) == 0) {\n    \n    return(NULL)\n  }\n  \n  # filter to age group\n  data &lt;- data %&gt;%\n    filter(age_group == agegroup)\n  \n  \n  # if no remaining data, return NULL\n  if (nrow(data) == 0) {\n    \n    return(NULL)\n  }\n  \n  if (agegroup == \"malaria_tot\") {\n      agegroup_title &lt;- \"All ages\"\n  } else {\n    agegroup_title &lt;- stringr::str_glue(\"{str_remove(agegroup, 'malaria_rdt')} years\")\n  }\n  \n  \n  ggplot(data, aes(x = data_date, y = cases_reported)) +\n    geom_col(width = 1, fill = \"darkred\") +\n    theme_minimal() +\n    labs(\n      x = \"date\",\n      y = \"number of cases\",\n      title = stringr::str_glue(\"Malaria cases - {plot_title_district}\"),\n      subtitle = agegroup_title\n    )\n  \n  \n  \n}\n\nEasy! One great feature of shiny is that it will understand what files named app.R, server.R, ui.R, and global.R are for, so there is no need to connect them to each other via any code. So just by having this code in global.R in the directory it will run before we start our app!.\nWe should also note that it would improve our app’s organisation if we moved the plotting function to its own file - this will be especially helpful as apps become larger. To do this, we could make another directory called funcs, and put this function in as a file called plot_epicurve.R. We could then read this function in via the following command in global.R\n\nsource(here(\"funcs\", \"plot_epicurve.R\"), local = TRUE)\n\nNote that you should always specify local = TRUE in shiny apps, since it will affect sourcing when/if the app is published on a server.",
+    "text": "43.4 Loading data into our app\nThe next step in our app development is getting the server up and running. To do this however, we need to get some data into our app, and figure out all the calculations we’re going to do. A shiny app is not straightforward to debug, as it’s often not clear where errors are coming from, so it’s ideal to get all our data processing and visualisation code working before we start making the server itself.\nSo given we want to make an app that shows epi curves that change based on user input, we should think about what code we would need to run this in a normal R script. We’ll need to:\n\nLoad our packages.\nLoad our data.\nTransform our data.\nDevelop a function to visualise our data based on user inputs.\n\nThis list is pretty straightforward, and shouldn’t be too hard to do. It’s now important to think about which parts of this process need to be done only once and which parts need to run in response to user inputs. This is because shiny apps generally run some code before running, which is only performed once. It will help our app’s performance if as much of our code can be moved to this section. For this example, we only need to load our data/packages and do basic transformations once, so we can put that code outside the server. This means the only thing we’ll need in the server is the code to visualise our data. Lets develop all of these componenets in a script first. However, since we’re visualising our data with a function, we can also put the code for the function outside the server so our function is in the environment when the app runs!\nFirst lets load our data. Since we’re working with a new project, and we want to make it clean, we can create a new directory called data, and add our malaria data in there. We can run this code below in a testing script we will eventually delete when we clean up the structure of our app.\n\npacman::p_load(\n     \"tidyverse\", \n     \"lubridate\"\n     )\n\n# read data\nmalaria_data &lt;- rio::import(here::here(\"data\", \"malaria_facility_count_data.rds\"))\n\nWarning: Missing `trust` will be set to FALSE by default for RDS in 2.0.0.\n\nprint(malaria_data)\n\n     location_name  data_date submitted_date Province District malaria_rdt_0-4\n1       Facility 1 2020-08-11     2020-08-12    North   Spring              11\n2       Facility 2 2020-08-11     2020-08-12    North     Bolo              11\n3       Facility 3 2020-08-11     2020-08-12    North    Dingo               8\n4       Facility 4 2020-08-11     2020-08-12    North     Bolo              16\n5       Facility 5 2020-08-11     2020-08-12    North     Bolo               9\n6       Facility 6 2020-08-11     2020-08-12    North    Dingo               3\n7       Facility 6 2020-08-10     2020-08-12    North    Dingo               4\n8       Facility 5 2020-08-10     2020-08-12    North     Bolo              15\n9       Facility 5 2020-08-09     2020-08-12    North     Bolo              11\n10      Facility 5 2020-08-08     2020-08-12    North     Bolo              19\n11      Facility 7 2020-08-11     2020-08-12    North   Spring              12\n12      Facility 8 2020-08-11     2020-08-12    North     Bolo               7\n13      Facility 9 2020-08-11     2020-08-12    North   Spring              27\n14     Facility 10 2020-08-11     2020-08-12    North     Bolo               0\n15     Facility 11 2020-08-11     2020-08-12    North   Spring              17\n16     Facility 12 2020-08-11     2020-08-12    North    Dingo              36\n17     Facility 13 2020-08-11     2020-08-12    North     Bolo               0\n18     Facility 14 2020-08-11     2020-08-12    North    Dingo               5\n19     Facility 15 2020-08-11     2020-08-12    North  Barnard               6\n20     Facility 16 2020-08-11     2020-08-12    North  Barnard               9\n21     Facility 17 2020-08-11     2020-08-12    North  Barnard               4\n22     Facility 18 2020-08-11     2020-08-12    North     Bolo               7\n23     Facility 19 2020-08-11     2020-08-12    North     Bolo              12\n24     Facility 19 2020-08-10     2020-08-12    North     Bolo               4\n25     Facility 20 2020-08-11     2020-08-12    North  Barnard              14\n26     Facility 21 2020-08-11     2020-08-12    North     Bolo              28\n27     Facility 19 2020-08-09     2020-08-12    North     Bolo               5\n28     Facility 22 2020-08-11     2020-08-12    North     Bolo              11\n29     Facility 23 2020-08-11     2020-08-12    North    Dingo               8\n30     Facility 23 2020-08-12     2020-08-12    North    Dingo               8\n31     Facility 24 2020-08-11     2020-08-12    North     Bolo              21\n32     Facility 25 2020-08-11     2020-08-12    North     Bolo               7\n33     Facility 26 2020-08-11     2020-08-12    North     Bolo               3\n34     Facility 27 2020-08-11     2020-08-12    North   Spring               7\n35     Facility 28 2020-08-11     2020-08-12    North   Spring               9\n36     Facility 29 2020-08-11     2020-08-11    North    Dingo              19\n37     Facility 30 2020-08-06     2020-08-08    North     Bolo              28\n38     Facility 30 2020-08-04     2020-08-05    North     Bolo               9\n39     Facility 31 2020-08-11     2020-08-11    North    Dingo              11\n40     Facility 31 2020-08-10     2020-08-11    North    Dingo               7\n41     Facility 32 2020-08-11     2020-08-11    North   Spring              26\n42     Facility 33 2020-08-11     2020-08-11    North  Barnard               0\n43     Facility 33 2020-08-10     2020-08-11    North  Barnard               4\n44      Facility 7 2020-08-10     2020-08-11    North   Spring               8\n45     Facility 30 2020-08-07     2020-08-08    North     Bolo               5\n46     Facility 30 2020-08-09     2020-08-09    North     Bolo              25\n47     Facility 30 2020-08-10     2020-08-10    North     Bolo              21\n48     Facility 30 2020-08-11     2020-08-11    North     Bolo               9\n49     Facility 34 2020-08-11     2020-08-11    North    Dingo               4\n50     Facility 35 2020-08-10     2020-08-11    North   Spring              81\n51     Facility 35 2020-08-09     2020-08-11    North   Spring              96\n52      Facility 1 2020-08-10     2020-08-11    North   Spring              11\n53      Facility 1 2020-08-09     2020-08-11    North   Spring              18\n54     Facility 36 2020-08-11     2020-08-11    North    Dingo               0\n55     Facility 37 2020-08-10     2020-08-11    North     Bolo              33\n56     Facility 37 2020-08-09     2020-08-11    North     Bolo               5\n57     Facility 21 2020-08-10     2020-08-11    North     Bolo              18\n58     Facility 38 2020-08-10     2020-08-11    North     Bolo               7\n59     Facility 38 2020-08-09     2020-08-11    North     Bolo               8\n60     Facility 15 2020-08-10     2020-08-11    North  Barnard              11\n61     Facility 10 2020-08-10     2020-08-11    North     Bolo               0\n62     Facility 39 2020-08-04     2020-08-11    North   Spring               4\n63     Facility 39 2020-08-03     2020-08-11    North   Spring              10\n64      Facility 9 2020-08-10     2020-08-11    North   Spring              12\n65     Facility 26 2020-08-10     2020-08-11    North     Bolo               7\n66      Facility 3 2020-08-10     2020-08-11    North    Dingo               6\n67     Facility 40 2020-08-10     2020-08-11    North  Barnard               5\n68     Facility 13 2020-08-10     2020-08-11    North     Bolo               0\n69     Facility 11 2020-08-10     2020-08-11    North   Spring              27\n70      Facility 4 2020-08-10     2020-08-11    North     Bolo              21\n71     Facility 41 2020-08-10     2020-08-11    North  Barnard              12\n72      Facility 2 2020-08-10     2020-08-11    North     Bolo              12\n73     Facility 16 2020-08-10     2020-08-11    North  Barnard               1\n74     Facility 18 2020-08-10     2020-08-11    North     Bolo               4\n75     Facility 12 2020-08-10     2020-08-11    North    Dingo              12\n76     Facility 25 2020-08-10     2020-08-11    North     Bolo               3\n77      Facility 8 2020-08-10     2020-08-11    North     Bolo               6\n78     Facility 27 2020-08-10     2020-08-11    North   Spring              12\n79     Facility 29 2020-08-10     2020-08-11    North    Dingo              19\n80     Facility 24 2020-08-10     2020-08-11    North     Bolo              30\n81     Facility 28 2020-08-10     2020-08-11    North   Spring              14\n82     Facility 42 2020-08-10     2020-08-11    North    Dingo              21\n83     Facility 20 2020-08-10     2020-08-11    North  Barnard              29\n84     Facility 43 2020-08-02     2020-08-11    North    Dingo               4\n85     Facility 43 2020-08-01     2020-08-11    North    Dingo               8\n86     Facility 43 2020-07-31     2020-08-11    North    Dingo              11\n87     Facility 43 2020-07-30     2020-08-11    North    Dingo              15\n88     Facility 43 2020-07-29     2020-08-11    North    Dingo               9\n89     Facility 43 2020-07-28     2020-08-11    North    Dingo               7\n90     Facility 43 2020-07-27     2020-08-11    North    Dingo               3\n91     Facility 44 2020-07-22     2020-08-11    North  Barnard              26\n92     Facility 44 2020-07-21     2020-08-11    North  Barnard              10\n93     Facility 44 2020-07-20     2020-08-11    North  Barnard              21\n94     Facility 44 2020-07-19     2020-08-11    North  Barnard               6\n95     Facility 44 2020-07-17     2020-08-11    North  Barnard               0\n96     Facility 44 2020-07-16     2020-08-11    North  Barnard               6\n97     Facility 44 2020-07-15     2020-08-11    North  Barnard              13\n98     Facility 43 2020-07-26     2020-08-10    North    Dingo               8\n99     Facility 43 2020-07-25     2020-08-10    North    Dingo              10\n100    Facility 43 2020-07-24     2020-08-10    North    Dingo              12\n101    Facility 43 2020-07-23     2020-08-10    North    Dingo               5\n102    Facility 43 2020-07-21     2020-08-10    North    Dingo               7\n103    Facility 43 2020-07-20     2020-08-10    North    Dingo              13\n104    Facility 43 2020-07-19     2020-08-10    North    Dingo               9\n105    Facility 32 2020-08-10     2020-08-10    North   Spring              27\n106    Facility 32 2020-08-09     2020-08-10    North   Spring              34\n107    Facility 44 2020-07-14     2020-08-10    North  Barnard              16\n108    Facility 44 2020-07-13     2020-08-10    North  Barnard               8\n109    Facility 44 2020-07-12     2020-08-10    North  Barnard               6\n110    Facility 44 2020-07-11     2020-08-10    North  Barnard              25\n111    Facility 45 2020-08-10     2020-08-10    North  Barnard              31\n112    Facility 23 2020-08-10     2020-08-10    North    Dingo              11\n113    Facility 22 2020-08-10     2020-08-10    North     Bolo              10\n114    Facility 36 2020-08-10     2020-08-10    North    Dingo               0\n115    Facility 34 2020-08-10     2020-08-10    North    Dingo              10\n116    Facility 46 2020-08-09     2020-08-10    North    Dingo               5\n117    Facility 28 2020-08-09     2020-08-10    North   Spring               8\n118    Facility 25 2020-08-09     2020-08-10    North     Bolo               3\n119    Facility 25 2020-08-09     2020-08-10    North     Bolo               3\n120     Facility 9 2020-08-09     2020-08-10    North   Spring              44\n121     Facility 9 2020-08-08     2020-08-10    North   Spring              25\n122     Facility 9 2020-08-07     2020-08-10    North   Spring               0\n123     Facility 9 2020-08-06     2020-08-10    North   Spring               2\n124     Facility 9 2020-08-05     2020-08-10    North   Spring              25\n125    Facility 27 2020-08-09     2020-08-10    North   Spring               2\n126     Facility 9 2020-08-04     2020-08-10    North   Spring              31\n127     Facility 9 2020-08-03     2020-08-10    North   Spring              20\n128     Facility 9 2020-08-02     2020-08-10    North   Spring              31\n129     Facility 9 2020-08-01     2020-08-10    North   Spring              55\n130     Facility 9 2020-07-31     2020-08-10    North   Spring               3\n131     Facility 9 2020-07-30     2020-08-10    North   Spring               5\n132     Facility 9 2020-07-29     2020-08-10    North   Spring              30\n133     Facility 9 2020-07-28     2020-08-10    North   Spring              36\n134    Facility 18 2020-08-09     2020-08-10    North     Bolo               4\n135     Facility 9 2020-07-27     2020-08-10    North   Spring              31\n136    Facility 13 2020-08-09     2020-08-10    North     Bolo               0\n137    Facility 11 2020-08-09     2020-08-10    North   Spring              27\n138    Facility 41 2020-08-09     2020-08-10    North  Barnard              16\n139     Facility 4 2020-08-06     2020-08-10    North     Bolo               2\n140     Facility 7 2020-08-09     2020-08-10    North   Spring              13\n141    Facility 47 2020-08-09     2020-08-10    North  Barnard               2\n142    Facility 40 2020-08-09     2020-08-10    North  Barnard               0\n143     Facility 8 2020-08-09     2020-08-10    North     Bolo              11\n144    Facility 15 2020-08-09     2020-08-10    North  Barnard              10\n145     Facility 8 2020-08-08     2020-08-10    North     Bolo               5\n146    Facility 20 2020-08-09     2020-08-10    North  Barnard              22\n147    Facility 21 2020-08-09     2020-08-10    North     Bolo              26\n148    Facility 14 2020-08-10     2020-08-10    North    Dingo               6\n149    Facility 16 2020-08-09     2020-08-10    North  Barnard               0\n150     Facility 3 2020-08-09     2020-08-10    North    Dingo               8\n151    Facility 24 2020-08-09     2020-08-10    North     Bolo              18\n152    Facility 12 2020-08-09     2020-08-10    North    Dingo              26\n153    Facility 10 2020-08-09     2020-08-10    North     Bolo               0\n154    Facility 29 2020-08-09     2020-08-10    North    Dingo              20\n155    Facility 39 2020-08-02     2020-08-10    North   Spring               9\n156    Facility 48 2020-08-09     2020-08-10    North    Dingo               7\n157    Facility 39 2020-08-01     2020-08-10    North   Spring              13\n158    Facility 39 2020-07-31     2020-08-10    North   Spring              27\n159    Facility 39 2020-07-30     2020-08-10    North   Spring              15\n160    Facility 39 2020-07-29     2020-08-10    North   Spring              12\n161    Facility 39 2020-07-28     2020-08-10    North   Spring              18\n162    Facility 39 2020-07-27     2020-08-10    North   Spring              15\n163    Facility 39 2020-07-26     2020-08-10    North   Spring               8\n164    Facility 39 2020-07-25     2020-08-10    North   Spring              17\n165    Facility 39 2020-07-24     2020-08-10    North   Spring              21\n166    Facility 39 2020-07-23     2020-08-10    North   Spring               7\n167    Facility 39 2020-07-22     2020-08-10    North   Spring               9\n168    Facility 39 2020-07-21     2020-08-10    North   Spring              10\n169     Facility 2 2020-08-09     2020-08-10    North     Bolo              10\n170    Facility 26 2020-08-09     2020-08-10    North     Bolo               7\n171    Facility 31 2020-08-09     2020-08-09    North    Dingo              20\n172    Facility 28 2020-08-08     2020-08-09    North   Spring              12\n173    Facility 17 2020-08-06     2020-08-08    North  Barnard               2\n174    Facility 17 2020-08-05     2020-08-08    North  Barnard               3\n175    Facility 28 2020-08-07     2020-08-08    North   Spring               0\n176     Facility 2 2020-08-05     2020-08-06    North     Bolo              11\n177    Facility 48 2020-08-05     2020-08-06    North    Dingo               8\n178    Facility 16 2020-08-05     2020-08-06    North  Barnard               5\n179    Facility 13 2020-08-05     2020-08-06    North     Bolo               0\n180    Facility 29 2020-08-05     2020-08-06    North    Dingo              13\n181    Facility 11 2020-08-05     2020-08-06    North   Spring              49\n182    Facility 12 2020-08-05     2020-08-06    North    Dingo              38\n183    Facility 37 2020-08-05     2020-08-06    North     Bolo              56\n184     Facility 7 2020-08-05     2020-08-06    North   Spring               6\n185    Facility 37 2020-08-04     2020-08-06    North     Bolo              56\n186    Facility 42 2020-08-05     2020-08-06    North    Dingo              24\n187    Facility 40 2020-08-05     2020-08-06    North  Barnard              41\n188    Facility 49 2020-08-05     2020-08-06    North    Dingo              53\n189     Facility 3 2020-08-05     2020-08-06    North    Dingo               4\n190    Facility 14 2020-08-05     2020-08-05    North    Dingo               8\n191    Facility 50 2020-08-04     2020-08-05    North   Spring              18\n192    Facility 38 2020-08-05     2020-08-05    North     Bolo               7\n193     Facility 1 2020-08-04     2020-08-05    North   Spring              16\n194    Facility 34 2020-08-05     2020-08-05    North    Dingo              11\n195    Facility 31 2020-08-05     2020-08-05    North    Dingo               7\n196    Facility 47 2020-08-04     2020-08-05    North  Barnard              22\n197    Facility 33 2020-08-05     2020-08-05    North  Barnard               4\n198    Facility 23 2020-08-05     2020-08-05    North    Dingo              15\n199    Facility 22 2020-08-05     2020-08-05    North     Bolo               1\n200     Facility 7 2020-08-04     2020-08-05    North   Spring               9\n201     Facility 7 2020-08-03     2020-08-05    North   Spring              10\n202     Facility 8 2020-08-04     2020-08-05    North     Bolo              12\n203     Facility 8 2020-08-03     2020-08-05    North     Bolo               5\n204    Facility 45 2020-08-05     2020-08-05    North  Barnard              28\n205    Facility 19 2020-08-04     2020-08-05    North     Bolo              14\n206    Facility 21 2020-08-04     2020-08-05    North     Bolo              20\n207    Facility 33 2020-08-04     2020-08-05    North  Barnard               4\n208    Facility 38 2020-08-04     2020-08-05    North     Bolo               8\n209    Facility 51 2020-08-04     2020-08-05    North   Spring              20\n210    Facility 42 2020-08-04     2020-08-05    North    Dingo              12\n211    Facility 36 2020-08-04     2020-08-05    North    Dingo              14\n212    Facility 13 2020-08-04     2020-08-05    North     Bolo               0\n213     Facility 2 2020-08-04     2020-08-05    North     Bolo               5\n214    Facility 30 2020-08-05     2020-08-05    North     Bolo              20\n215    Facility 24 2020-08-04     2020-08-05    North     Bolo               1\n216    Facility 15 2020-08-04     2020-08-05    North  Barnard              18\n217    Facility 11 2020-08-04     2020-08-05    North   Spring              58\n218    Facility 16 2020-08-04     2020-08-05    North  Barnard              18\n219    Facility 10 2020-08-04     2020-08-05    North     Bolo               0\n220    Facility 37 2020-08-03     2020-08-05    North     Bolo              37\n221    Facility 37 2020-08-02     2020-08-05    North     Bolo              32\n222    Facility 40 2020-08-04     2020-08-05    North  Barnard              24\n223    Facility 49 2020-08-04     2020-08-05    North    Dingo              43\n224    Facility 18 2020-08-04     2020-08-05    North     Bolo              13\n225    Facility 29 2020-08-04     2020-08-05    North    Dingo              13\n226    Facility 12 2020-08-04     2020-08-05    North    Dingo              40\n227    Facility 23 2020-08-04     2020-08-05    North    Dingo               4\n228    Facility 25 2020-08-04     2020-08-05    North     Bolo               7\n229    Facility 27 2020-08-04     2020-08-05    North   Spring               3\n230    Facility 48 2020-08-04     2020-08-05    North    Dingo               5\n231    Facility 45 2020-08-03     2020-08-05    North  Barnard              78\n232    Facility 52 2020-08-03     2020-08-05    North     Bolo              26\n233    Facility 52 2020-08-02     2020-08-05    North     Bolo              12\n234    Facility 28 2020-08-04     2020-08-05    North   Spring              16\n235    Facility 46 2020-08-04     2020-08-05    North    Dingo               9\n236    Facility 14 2020-08-04     2020-08-04    North    Dingo              12\n237    Facility 31 2020-08-04     2020-08-04    North    Dingo              13\n238    Facility 34 2020-08-04     2020-08-04    North    Dingo               9\n239     Facility 4 2020-08-04     2020-08-04    North     Bolo              10\n240    Facility 51 2020-08-03     2020-08-04    North   Spring              11\n241    Facility 51 2020-08-02     2020-08-04    North   Spring               8\n242     Facility 6 2020-08-04     2020-08-04    North    Dingo               9\n243    Facility 51 2020-08-01     2020-08-04    North   Spring              27\n244    Facility 51 2020-07-30     2020-08-04    North   Spring               4\n245    Facility 51 2020-07-29     2020-08-04    North   Spring              16\n246    Facility 51 2020-07-28     2020-08-04    North   Spring              16\n247    Facility 53 2020-08-04     2020-08-04    North     Bolo              13\n248    Facility 53 2020-08-03     2020-08-04    North     Bolo              17\n249    Facility 31 2020-08-01     2020-08-04    North    Dingo              14\n250    Facility 31 2020-08-03     2020-08-04    North    Dingo               7\n251    Facility 31 2020-08-02     2020-08-04    North    Dingo              18\n252    Facility 21 2020-08-02     2020-08-02    North     Bolo              21\n253    Facility 21 2020-08-03     2020-08-03    North     Bolo              22\n254    Facility 42 2020-08-03     2020-08-04    North    Dingo              17\n255    Facility 42 2020-08-02     2020-08-04    North    Dingo              13\n256    Facility 50 2020-08-03     2020-08-04    North   Spring              31\n257    Facility 19 2020-08-03     2020-08-04    North     Bolo              15\n258    Facility 19 2020-08-02     2020-08-04    North     Bolo               4\n259     Facility 3 2020-08-04     2020-08-04    North    Dingo               4\n260     Facility 3 2020-07-30     2020-07-30    North    Dingo               2\n261     Facility 3 2020-07-31     2020-07-31    North    Dingo               0\n262    Facility 21 2020-08-04     2020-08-04    North     Bolo              19\n263     Facility 2 2020-07-31     2020-08-04    North     Bolo               0\n264     Facility 2 2020-08-03     2020-08-04    North     Bolo              22\n265     Facility 2 2020-08-02     2020-08-04    North     Bolo              16\n266    Facility 28 2020-08-03     2020-08-04    North   Spring              22\n267     Facility 4 2020-08-03     2020-08-04    North     Bolo              17\n268    Facility 54 2020-08-02     2020-08-04    North  Barnard              17\n269    Facility 54 2020-08-01     2020-08-04    North  Barnard               0\n270    Facility 54 2020-07-31     2020-08-04    North  Barnard               0\n271    Facility 13 2020-07-30     2020-08-04    North     Bolo               0\n272    Facility 13 2020-07-29     2020-08-04    North     Bolo               0\n273    Facility 49 2020-07-31     2020-08-04    North    Dingo              24\n274    Facility 38 2020-08-03     2020-08-04    North     Bolo               8\n275    Facility 20 2020-08-03     2020-08-04    North  Barnard               5\n276    Facility 47 2020-08-03     2020-08-04    North  Barnard              20\n277    Facility 49 2020-08-03     2020-08-04    North    Dingo              47\n278    Facility 13 2020-08-03     2020-08-04    North     Bolo               0\n279    Facility 41 2020-08-03     2020-08-04    North  Barnard               7\n280    Facility 15 2020-08-03     2020-08-04    North  Barnard               6\n281    Facility 15 2020-08-02     2020-08-04    North  Barnard              20\n282    Facility 24 2020-08-03     2020-08-04    North     Bolo              40\n283    Facility 11 2020-08-03     2020-08-04    North   Spring              48\n284    Facility 40 2020-08-03     2020-08-04    North  Barnard              23\n285    Facility 16 2020-08-03     2020-08-04    North  Barnard               9\n286    Facility 32 2020-08-03     2020-08-04    North   Spring              21\n287    Facility 18 2020-08-03     2020-08-04    North     Bolo               4\n288    Facility 29 2020-08-03     2020-08-04    North    Dingo              17\n289    Facility 33 2020-08-03     2020-08-04    North  Barnard               6\n290    Facility 23 2020-08-03     2020-08-04    North    Dingo              12\n291    Facility 12 2020-08-03     2020-08-04    North    Dingo              26\n292    Facility 55 2020-08-03     2020-08-04    North     Bolo               6\n293    Facility 27 2020-08-03     2020-08-04    North   Spring              12\n294    Facility 25 2020-08-03     2020-08-04    North     Bolo               0\n295    Facility 25 2020-08-02     2020-08-04    North     Bolo               2\n296    Facility 48 2020-08-03     2020-08-04    North    Dingo               5\n297    Facility 26 2020-08-03     2020-08-04    North     Bolo               7\n298    Facility 48 2020-08-02     2020-08-04    North    Dingo               2\n299     Facility 1 2020-08-03     2020-08-04    North   Spring              12\n300     Facility 1 2020-08-02     2020-08-04    North   Spring              14\n301    Facility 34 2020-08-03     2020-08-03    North    Dingo               7\n302    Facility 14 2020-08-03     2020-08-03    North    Dingo              10\n303    Facility 56 2020-08-02     2020-08-03    North   Spring               0\n304     Facility 6 2020-08-03     2020-08-03    North    Dingo              13\n305     Facility 6 2020-08-02     2020-08-03    North    Dingo               8\n306     Facility 6 2020-08-01     2020-08-03    North    Dingo              12\n307    Facility 52 2020-08-01     2020-08-03    North     Bolo              13\n308    Facility 35 2020-08-01     2020-08-03    North   Spring              77\n309    Facility 52 2020-07-31     2020-08-03    North     Bolo              30\n310    Facility 36 2020-08-03     2020-08-03    North    Dingo               7\n311    Facility 52 2020-07-30     2020-08-03    North     Bolo              18\n312     Facility 4 2020-08-02     2020-08-03    North     Bolo              10\n313    Facility 52 2020-07-28     2020-08-03    North     Bolo              10\n314    Facility 10 2020-08-03     2020-08-03    North     Bolo               0\n315    Facility 52 2020-07-27     2020-08-03    North     Bolo               8\n316    Facility 52 2020-07-26     2020-08-03    North     Bolo              20\n317    Facility 52 2020-07-29     2020-08-03    North     Bolo              12\n318    Facility 56 2020-06-25     2020-08-03    North   Spring              75\n319    Facility 32 2020-08-02     2020-08-03    North   Spring              29\n320    Facility 50 2020-08-02     2020-08-03    North   Spring              28\n321    Facility 40 2020-08-02     2020-08-03    North  Barnard              17\n322    Facility 30 2020-08-03     2020-08-03    North     Bolo              18\n323    Facility 30 2020-08-02     2020-08-03    North     Bolo              10\n324    Facility 30 2020-08-01     2020-08-03    North     Bolo              17\n325    Facility 30 2020-07-31     2020-08-03    North     Bolo              14\n326    Facility 30 2020-07-30     2020-08-03    North     Bolo              20\n327    Facility 30 2020-07-29     2020-08-03    North     Bolo              10\n328     Facility 7 2020-08-02     2020-08-03    North   Spring              10\n329    Facility 22 2020-08-02     2020-08-03    North     Bolo              13\n330    Facility 53 2020-08-02     2020-08-03    North     Bolo              12\n331    Facility 53 2020-08-01     2020-08-03    North     Bolo              26\n332    Facility 13 2020-08-02     2020-08-03    North     Bolo               0\n333    Facility 53 2020-07-31     2020-08-03    North     Bolo               0\n334    Facility 53 2020-07-30     2020-08-03    North     Bolo               0\n335    Facility 53 2020-07-29     2020-08-03    North     Bolo              14\n336     Facility 8 2020-08-02     2020-08-03    North     Bolo               5\n337    Facility 36 2020-08-02     2020-08-03    North    Dingo              14\n338     Facility 8 2020-08-01     2020-08-03    North     Bolo              13\n339    Facility 53 2020-07-28     2020-08-03    North     Bolo              22\n340     Facility 7 2020-08-01     2020-08-03    North   Spring              15\n341    Facility 53 2020-07-27     2020-08-03    North     Bolo              14\n342     Facility 7 2020-07-31     2020-08-03    North   Spring               0\n343     Facility 7 2020-07-30     2020-08-03    North   Spring               0\n344     Facility 7 2020-07-29     2020-08-03    North   Spring              11\n345    Facility 20 2020-08-02     2020-08-03    North  Barnard               0\n346    Facility 11 2020-08-02     2020-08-03    North   Spring              65\n347    Facility 38 2020-08-02     2020-08-03    North     Bolo               5\n348    Facility 12 2020-08-02     2020-08-03    North    Dingo              34\n349    Facility 49 2020-08-01     2020-08-03    North    Dingo              63\n350    Facility 49 2020-08-02     2020-08-03    North    Dingo              49\n351    Facility 11 2020-08-01     2020-08-03    North   Spring              75\n352    Facility 11 2020-07-31     2020-08-03    North   Spring               6\n353    Facility 23 2020-08-02     2020-08-03    North    Dingo              33\n354    Facility 16 2020-08-02     2020-08-03    North  Barnard              22\n355    Facility 18 2020-08-02     2020-08-03    North     Bolo               4\n356    Facility 47 2020-08-02     2020-08-03    North  Barnard              28\n357    Facility 47 2020-08-01     2020-08-03    North  Barnard              48\n358    Facility 29 2020-08-02     2020-08-03    North    Dingo              10\n359    Facility 55 2020-08-02     2020-08-03    North     Bolo               8\n360    Facility 24 2020-08-02     2020-08-03    North     Bolo               7\n361    Facility 41 2020-08-02     2020-08-03    North  Barnard              21\n362    Facility 27 2020-08-02     2020-08-03    North   Spring              14\n363    Facility 41 2020-07-23     2020-08-03    North  Barnard               8\n364    Facility 26 2020-08-02     2020-08-03    North     Bolo               2\n365     Facility 3 2020-08-03     2020-08-03    North    Dingo               5\n366    Facility 19 2020-07-29     2020-08-03    North     Bolo              12\n367    Facility 57 2020-08-02     2020-08-02    North  Barnard              11\n368    Facility 57 2020-08-01     2020-08-02    North  Barnard              16\n369    Facility 57 2020-07-29     2020-08-02    North  Barnard               5\n370    Facility 57 2020-07-28     2020-08-02    North  Barnard               3\n371    Facility 57 2020-07-27     2020-08-02    North  Barnard               2\n372    Facility 57 2020-07-26     2020-08-02    North  Barnard               5\n373    Facility 14 2020-08-02     2020-08-02    North    Dingo               6\n374    Facility 34 2020-08-02     2020-08-02    North    Dingo               5\n375    Facility 35 2020-07-30     2020-08-02    North   Spring              15\n376    Facility 58 2020-08-02     2020-08-02    North   Spring               3\n377    Facility 58 2020-08-01     2020-08-02    North   Spring               0\n378    Facility 35 2020-07-29     2020-08-02    North   Spring             115\n379    Facility 33 2020-08-02     2020-08-02    North  Barnard               2\n380     Facility 4 2020-08-01     2020-08-02    North     Bolo              32\n381     Facility 4 2020-07-31     2020-08-02    North     Bolo               0\n382     Facility 4 2020-07-30     2020-08-02    North     Bolo               5\n383    Facility 19 2020-08-01     2020-08-02    North     Bolo               3\n384    Facility 19 2020-07-31     2020-08-02    North     Bolo               3\n385    Facility 19 2020-07-30     2020-08-02    North     Bolo               9\n386    Facility 50 2020-08-01     2020-08-02    North   Spring              76\n387    Facility 46 2020-07-26     2020-08-02    North    Dingo               9\n388    Facility 43 2020-07-11     2020-07-31    North    Dingo               0\n389    Facility 43 2020-07-10     2020-07-31    North    Dingo               7\n390    Facility 43 2020-07-09     2020-07-31    North    Dingo               5\n391    Facility 43 2020-07-08     2020-07-31    North    Dingo              11\n392    Facility 41 2020-07-30     2020-07-31    North  Barnard              11\n393    Facility 43 2020-07-07     2020-07-31    North    Dingo              10\n394    Facility 22 2020-07-31     2020-07-31    North     Bolo               0\n395    Facility 22 2020-07-30     2020-07-31    North     Bolo               0\n396    Facility 43 2020-07-06     2020-07-31    North    Dingo               5\n397    Facility 43 2020-07-05     2020-07-31    North    Dingo               0\n398    Facility 43 2020-07-04     2020-07-31    North    Dingo               4\n399    Facility 43 2020-07-03     2020-07-31    North    Dingo               5\n400    Facility 43 2020-07-02     2020-07-31    North    Dingo              16\n401    Facility 43 2020-07-01     2020-07-31    North    Dingo               9\n402    Facility 43 2020-06-30     2020-07-31    North    Dingo               0\n403    Facility 43 2020-06-29     2020-07-31    North    Dingo               2\n404    Facility 43 2020-06-28     2020-07-31    North    Dingo               0\n405    Facility 43 2020-06-27     2020-07-31    North    Dingo               8\n406    Facility 43 2020-06-26     2020-07-31    North    Dingo               2\n407    Facility 43 2020-06-25     2020-07-31    North    Dingo               3\n408    Facility 43 2020-06-24     2020-07-31    North    Dingo               5\n409    Facility 43 2020-06-23     2020-07-31    North    Dingo               7\n410    Facility 43 2020-06-22     2020-07-31    North    Dingo               6\n411    Facility 43 2020-06-20     2020-07-31    North    Dingo               4\n412    Facility 43 2020-06-19     2020-07-31    North    Dingo               6\n413    Facility 43 2020-06-18     2020-07-31    North    Dingo               8\n414    Facility 43 2020-06-17     2020-07-31    North    Dingo               6\n415    Facility 43 2020-06-16     2020-07-31    North    Dingo               4\n416    Facility 48 2020-07-31     2020-07-31    North    Dingo               0\n417    Facility 48 2020-07-30     2020-07-31    North    Dingo               0\n418    Facility 28 2020-07-30     2020-07-31    North   Spring               0\n419    Facility 28 2020-07-29     2020-07-31    North   Spring               8\n420    Facility 28 2020-07-28     2020-07-31    North   Spring              14\n421    Facility 28 2020-07-27     2020-07-31    North   Spring              17\n422    Facility 29 2020-07-30     2020-07-31    North    Dingo               0\n423    Facility 29 2020-07-29     2020-07-31    North    Dingo              22\n424    Facility 28 2020-07-26     2020-07-31    North   Spring              15\n425    Facility 28 2020-07-25     2020-07-31    North   Spring              24\n426    Facility 28 2020-07-24     2020-07-31    North   Spring               6\n427    Facility 24 2020-07-31     2020-07-31    North     Bolo              15\n428    Facility 28 2020-07-23     2020-07-31    North   Spring               4\n429    Facility 28 2020-07-22     2020-07-31    North   Spring              13\n430    Facility 28 2020-07-21     2020-07-31    North   Spring              26\n431    Facility 28 2020-07-20     2020-07-31    North   Spring              12\n432    Facility 28 2020-07-19     2020-07-31    North   Spring              26\n433    Facility 38 2020-07-31     2020-07-31    North     Bolo               0\n434    Facility 12 2020-07-30     2020-07-31    North    Dingo              36\n435    Facility 16 2020-07-30     2020-07-31    North  Barnard              10\n436    Facility 14 2020-07-30     2020-07-30    North    Dingo               0\n437    Facility 47 2020-07-29     2020-07-30    North  Barnard              36\n438    Facility 41 2020-07-29     2020-07-30    North  Barnard               4\n439     Facility 2 2020-07-26     2020-07-30    North     Bolo              16\n440     Facility 2 2020-07-27     2020-07-30    North     Bolo              13\n441     Facility 2 2020-07-28     2020-07-30    North     Bolo              15\n442     Facility 2 2020-07-29     2020-07-30    North     Bolo               5\n443    Facility 38 2020-07-30     2020-07-30    North     Bolo               0\n444    Facility 15 2020-07-30     2020-07-30    North  Barnard               0\n445    Facility 38 2020-07-29     2020-07-30    North     Bolo               8\n446    Facility 34 2020-07-30     2020-07-30    North    Dingo               0\n447    Facility 22 2020-07-29     2020-07-30    North     Bolo               4\n448    Facility 18 2020-07-29     2020-07-30    North     Bolo               9\n449    Facility 12 2020-07-29     2020-07-30    North    Dingo              53\n450    Facility 12 2020-07-29     2020-07-30    North    Dingo              53\n451    Facility 18 2020-07-30     2020-07-30    North     Bolo               0\n452    Facility 48 2020-07-29     2020-07-30    North    Dingo               6\n453    Facility 16 2020-07-29     2020-07-30    North  Barnard              23\n454    Facility 24 2020-07-30     2020-07-30    North     Bolo              15\n455    Facility 26 2020-07-29     2020-07-30    North     Bolo               3\n456    Facility 40 2020-07-29     2020-07-30    North  Barnard              28\n457    Facility 14 2020-07-29     2020-07-29    North    Dingo               7\n458    Facility 47 2020-07-28     2020-07-29    North  Barnard              34\n459    Facility 34 2020-07-29     2020-07-29    North    Dingo              12\n460     Facility 4 2020-07-29     2020-07-29    North     Bolo               4\n461    Facility 35 2020-07-28     2020-07-29    North   Spring              64\n462    Facility 35 2020-07-27     2020-07-29    North   Spring              79\n463    Facility 35 2020-07-26     2020-07-29    North   Spring              80\n464    Facility 45 2020-07-28     2020-07-29    North  Barnard             145\n465    Facility 29 2020-07-28     2020-07-29    North    Dingo              21\n466    Facility 48 2020-07-28     2020-07-29    North    Dingo              12\n467     Facility 1 2020-07-28     2020-07-29    North   Spring              21\n468    Facility 10 2020-07-29     2020-07-29    North     Bolo               0\n469    Facility 33 2020-07-28     2020-07-29    North  Barnard               1\n470    Facility 21 2020-07-29     2020-07-29    North     Bolo              22\n471    Facility 11 2020-07-28     2020-07-29    North   Spring              44\n472    Facility 30 2020-07-28     2020-07-29    North     Bolo              18\n473    Facility 51 2020-07-27     2020-07-29    North   Spring              19\n474    Facility 30 2020-07-27     2020-07-29    North     Bolo               6\n475    Facility 42 2020-07-28     2020-07-29    North    Dingo               5\n476    Facility 42 2020-07-27     2020-07-29    North    Dingo               5\n477    Facility 38 2020-07-28     2020-07-29    North     Bolo              10\n478    Facility 36 2020-07-28     2020-07-29    North    Dingo               9\n479    Facility 19 2020-07-28     2020-07-29    North     Bolo              31\n480    Facility 12 2020-07-28     2020-07-29    North    Dingo              59\n481    Facility 13 2020-07-28     2020-07-29    North     Bolo               0\n482    Facility 31 2020-07-28     2020-07-29    North    Dingo              11\n483    Facility 22 2020-07-28     2020-07-29    North     Bolo              10\n484    Facility 41 2020-07-28     2020-07-29    North  Barnard              12\n485    Facility 18 2020-07-28     2020-07-29    North     Bolo               7\n486    Facility 40 2020-07-28     2020-07-29    North  Barnard              23\n487    Facility 15 2020-07-29     2020-07-29    North  Barnard              12\n488     Facility 3 2020-07-29     2020-07-29    North    Dingo              10\n489    Facility 27 2020-07-28     2020-07-29    North   Spring              12\n490    Facility 55 2020-07-28     2020-07-29    North     Bolo              16\n491    Facility 16 2020-07-28     2020-07-29    North  Barnard              19\n492    Facility 24 2020-07-28     2020-07-29    North     Bolo              12\n493    Facility 26 2020-07-28     2020-07-29    North     Bolo               4\n494    Facility 14 2020-07-28     2020-07-28    North    Dingo               8\n495    Facility 47 2020-07-27     2020-07-28    North  Barnard              22\n496    Facility 34 2020-07-28     2020-07-28    North    Dingo               3\n497     Facility 4 2020-07-28     2020-07-28    North     Bolo              22\n498     Facility 6 2020-07-28     2020-07-28    North    Dingo               9\n499     Facility 7 2020-07-27     2020-07-28    North   Spring              14\n500     Facility 5 2020-07-24     2020-07-28    North     Bolo               0\n501     Facility 5 2020-07-27     2020-07-28    North     Bolo              12\n502     Facility 5 2020-07-26     2020-07-28    North     Bolo              18\n503     Facility 5 2020-07-25     2020-07-28    North     Bolo              23\n504     Facility 7 2020-07-26     2020-07-28    North   Spring              12\n505     Facility 5 2020-07-22     2020-07-28    North     Bolo              18\n506     Facility 5 2020-07-23     2020-07-28    North     Bolo               4\n507     Facility 5 2020-07-21     2020-07-28    North     Bolo               5\n508     Facility 4 2020-07-27     2020-07-28    North     Bolo              20\n509    Facility 10 2020-07-28     2020-07-28    North     Bolo               0\n510    Facility 33 2020-07-27     2020-07-28    North  Barnard               7\n511    Facility 33 2020-07-26     2020-07-28    North  Barnard               2\n512    Facility 33 2020-07-25     2020-07-28    North  Barnard               8\n513    Facility 19 2020-07-27     2020-07-28    North     Bolo              15\n514    Facility 19 2020-07-26     2020-07-28    North     Bolo              21\n515    Facility 19 2020-07-25     2020-07-28    North     Bolo              36\n516    Facility 11 2020-07-27     2020-07-28    North   Spring              38\n517    Facility 21 2020-07-28     2020-07-28    North     Bolo              20\n518     Facility 8 2020-07-27     2020-07-28    North     Bolo               4\n519    Facility 54 2020-07-27     2020-07-28    North  Barnard              22\n520    Facility 20 2020-07-27     2020-07-28    North  Barnard               9\n521    Facility 36 2020-07-27     2020-07-28    North    Dingo               7\n522    Facility 13 2020-07-27     2020-07-28    North     Bolo               0\n523    Facility 50 2020-07-27     2020-07-28    North   Spring              32\n524    Facility 37 2020-07-27     2020-07-28    North     Bolo               3\n525    Facility 12 2020-07-27     2020-07-28    North    Dingo              31\n526    Facility 31 2020-07-26     2020-07-28    North    Dingo              15\n527    Facility 29 2020-07-27     2020-07-28    North    Dingo              28\n528     Facility 3 2020-07-28     2020-07-28    North    Dingo               8\n529    Facility 15 2020-07-28     2020-07-28    North  Barnard              21\n530    Facility 52 2020-07-25     2020-07-28    North     Bolo              24\n531    Facility 24 2020-07-27     2020-07-28    North     Bolo              13\n532    Facility 52 2020-07-24     2020-07-28    North     Bolo              12\n533    Facility 52 2020-07-23     2020-07-28    North     Bolo              15\n534    Facility 22 2020-07-27     2020-07-28    North     Bolo              14\n535    Facility 52 2020-07-22     2020-07-28    North     Bolo               6\n536    Facility 55 2020-07-27     2020-07-28    North     Bolo              22\n537    Facility 25 2020-07-27     2020-07-28    North     Bolo               3\n538    Facility 40 2020-07-27     2020-07-28    North  Barnard              14\n539    Facility 27 2020-07-27     2020-07-28    North   Spring              16\n540    Facility 18 2020-07-27     2020-07-28    North     Bolo               9\n541    Facility 48 2020-07-27     2020-07-28    North    Dingo               5\n542    Facility 16 2020-07-27     2020-07-28    North  Barnard              31\n543    Facility 26 2020-07-27     2020-07-28    North     Bolo               3\n544    Facility 31 2020-07-27     2020-07-28    North    Dingo               5\n545    Facility 41 2020-07-27     2020-07-28    North  Barnard               6\n546    Facility 38 2020-07-27     2020-07-27    North     Bolo               5\n547    Facility 14 2020-07-27     2020-07-27    North    Dingo               9\n548    Facility 37 2020-07-26     2020-07-27    North     Bolo               1\n549    Facility 34 2020-07-27     2020-07-27    North    Dingo              11\n550    Facility 51 2020-07-26     2020-07-27    North   Spring              20\n551     Facility 6 2020-07-27     2020-07-27    North    Dingo              12\n552     Facility 6 2020-07-26     2020-07-27    North    Dingo               4\n553    Facility 26 2020-07-26     2020-07-27    North     Bolo               3\n554    Facility 37 2020-07-25     2020-07-27    North     Bolo               3\n555    Facility 50 2020-07-26     2020-07-27    North   Spring              29\n556    Facility 50 2020-07-25     2020-07-27    North   Spring              53\n557    Facility 10 2020-07-27     2020-07-27    North     Bolo               0\n558     Facility 1 2020-07-26     2020-07-27    North   Spring              32\n559     Facility 1 2020-07-25     2020-07-27    North   Spring              39\n560    Facility 45 2020-07-26     2020-07-27    North  Barnard             121\n561    Facility 54 2020-07-26     2020-07-27    North  Barnard              18\n562    Facility 47 2020-07-26     2020-07-27    North  Barnard              22\n563    Facility 11 2020-07-26     2020-07-27    North   Spring              37\n564    Facility 21 2020-07-27     2020-07-27    North     Bolo              18\n565     Facility 8 2020-07-26     2020-07-27    North     Bolo               9\n566    Facility 35 2020-07-25     2020-07-27    North   Spring             110\n567    Facility 35 2020-07-24     2020-07-27    North   Spring              49\n568    Facility 35 2020-07-23     2020-07-27    North   Spring             104\n569    Facility 35 2020-07-22     2020-07-27    North   Spring              52\n570    Facility 31 2020-07-25     2020-07-27    North    Dingo              17\n571    Facility 35 2020-07-21     2020-07-27    North   Spring              83\n572    Facility 29 2020-07-26     2020-07-27    North    Dingo              26\n573    Facility 19 2020-07-24     2020-07-27    North     Bolo               0\n574    Facility 19 2020-07-23     2020-07-27    North     Bolo               3\n575    Facility 19 2020-07-22     2020-07-27    North     Bolo              11\n576    Facility 36 2020-08-08     2020-08-09    North    Dingo              12\n577    Facility 19 2020-08-08     2020-08-09    North     Bolo              10\n578    Facility 19 2020-08-07     2020-08-09    North     Bolo              10\n579    Facility 19 2020-08-06     2020-08-09    North     Bolo               8\n580    Facility 10 2020-08-02     2020-08-02    North     Bolo               0\n581    Facility 41 2020-08-07     2020-08-09    North  Barnard               3\n582    Facility 41 2020-08-06     2020-08-09    North  Barnard               4\n583    Facility 41 2020-08-05     2020-08-09    North  Barnard               7\n584    Facility 41 2020-08-04     2020-08-09    North  Barnard              12\n585    Facility 40 2020-08-08     2020-08-09    North  Barnard               2\n586    Facility 49 2020-08-08     2020-08-09    North    Dingo              52\n587    Facility 11 2020-08-08     2020-08-09    North   Spring              31\n588    Facility 12 2020-08-08     2020-08-09    North    Dingo              39\n589     Facility 1 2020-08-08     2020-08-09    North   Spring              22\n590    Facility 10 2020-08-08     2020-08-09    North     Bolo               0\n591     Facility 7 2020-08-08     2020-08-09    North   Spring              13\n592    Facility 42 2020-08-08     2020-08-09    North    Dingo              24\n593    Facility 21 2020-08-08     2020-08-09    North     Bolo              31\n594    Facility 13 2020-08-08     2020-08-09    North     Bolo               0\n595    Facility 16 2020-08-08     2020-08-09    North  Barnard               1\n596    Facility 15 2020-08-08     2020-08-09    North  Barnard              12\n597     Facility 1 2020-08-07     2020-08-09    North   Spring               0\n598     Facility 1 2020-08-06     2020-08-09    North   Spring              10\n599     Facility 1 2020-08-05     2020-08-09    North   Spring               5\n600    Facility 29 2020-08-08     2020-08-09    North    Dingo              15\n601    Facility 38 2020-08-08     2020-08-09    North     Bolo               6\n602    Facility 24 2020-08-08     2020-08-09    North     Bolo              44\n603    Facility 27 2020-08-08     2020-08-09    North   Spring               4\n604    Facility 18 2020-08-08     2020-08-09    North     Bolo              12\n605    Facility 59 2020-08-06     2020-08-09    North   Spring              NA\n606    Facility 59 2020-08-05     2020-08-09    North   Spring              NA\n607    Facility 59 2020-08-04     2020-08-09    North   Spring              NA\n608    Facility 59 2020-08-03     2020-08-09    North   Spring              NA\n609    Facility 59 2020-08-02     2020-08-09    North   Spring              NA\n610    Facility 59 2020-08-01     2020-08-09    North   Spring              NA\n611    Facility 59 2020-07-31     2020-08-09    North   Spring              NA\n612    Facility 59 2020-07-30     2020-08-09    North   Spring              NA\n613    Facility 59 2020-07-29     2020-08-09    North   Spring              NA\n614    Facility 25 2020-08-08     2020-08-09    North     Bolo              10\n615    Facility 59 2020-07-28     2020-08-09    North   Spring              NA\n616    Facility 59 2020-07-27     2020-08-09    North   Spring              NA\n617     Facility 2 2020-08-08     2020-08-09    North     Bolo              12\n618    Facility 59 2020-07-26     2020-08-09    North   Spring              NA\n619    Facility 59 2020-07-25     2020-08-09    North   Spring              NA\n620    Facility 59 2020-07-23     2020-08-09    North   Spring              NA\n621    Facility 59 2020-07-21     2020-08-09    North   Spring              NA\n622    Facility 59 2020-07-20     2020-08-09    North   Spring              NA\n623    Facility 59 2020-07-19     2020-08-09    North   Spring              NA\n624    Facility 59 2020-07-18     2020-08-09    North   Spring              NA\n625    Facility 59 2020-07-16     2020-08-09    North   Spring              NA\n626    Facility 59 2020-07-15     2020-08-09    North   Spring              NA\n627    Facility 59 2020-07-14     2020-08-09    North   Spring              NA\n628    Facility 59 2020-07-13     2020-08-09    North   Spring              NA\n629    Facility 59 2020-07-12     2020-08-09    North   Spring              NA\n630    Facility 59 2020-07-11     2020-08-09    North   Spring              NA\n631    Facility 59 2020-07-09     2020-08-09    North   Spring              NA\n632    Facility 59 2020-07-08     2020-08-09    North   Spring              NA\n633    Facility 59 2020-07-07     2020-08-09    North   Spring              NA\n634    Facility 59 2020-07-06     2020-08-09    North   Spring              NA\n635    Facility 59 2020-07-03     2020-08-09    North   Spring              NA\n636    Facility 59 2020-07-04     2020-08-09    North   Spring              NA\n637    Facility 59 2020-07-02     2020-08-09    North   Spring              NA\n638     Facility 7 2020-08-07     2020-08-09    North   Spring               0\n639     Facility 7 2020-08-06     2020-08-09    North   Spring               3\n640    Facility 59 2020-06-30     2020-08-09    North   Spring              NA\n641    Facility 59 2020-07-01     2020-08-09    North   Spring              NA\n642    Facility 59 2020-06-28     2020-08-09    North   Spring              NA\n643    Facility 59 2020-06-27     2020-08-09    North   Spring              NA\n644    Facility 59 2020-06-25     2020-08-09    North   Spring              NA\n645    Facility 48 2020-08-08     2020-08-09    North    Dingo              11\n646    Facility 59 2020-06-24     2020-08-09    North   Spring              NA\n647     Facility 3 2020-08-08     2020-08-09    North    Dingo              14\n648    Facility 59 2020-06-23     2020-08-09    North   Spring              NA\n649    Facility 59 2020-06-20     2020-08-09    North   Spring              NA\n650    Facility 26 2020-08-08     2020-08-09    North     Bolo               4\n651    Facility 50 2020-08-07     2020-08-09    North   Spring               4\n652    Facility 42 2020-08-07     2020-08-08    North    Dingo               0\n653    Facility 32 2020-08-08     2020-08-08    North   Spring              21\n654    Facility 32 2020-08-05     2020-08-08    North   Spring              17\n655    Facility 31 2020-08-06     2020-08-08    North    Dingo               0\n656    Facility 31 2020-08-07     2020-08-08    North    Dingo               0\n657    Facility 31 2020-08-08     2020-08-08    North    Dingo               9\n658    Facility 32 2020-08-06     2020-08-08    North   Spring              16\n659    Facility 32 2020-08-04     2020-08-08    North   Spring              22\n660     Facility 6 2020-08-08     2020-08-08    North    Dingo               9\n661     Facility 4 2020-08-08     2020-08-08    North     Bolo              22\n662    Facility 23 2020-08-08     2020-08-08    North    Dingo               8\n663    Facility 46 2020-08-08     2020-08-08    North    Dingo               4\n664    Facility 34 2020-08-08     2020-08-08    North    Dingo              12\n665    Facility 17 2020-08-08     2020-08-08    North  Barnard               0\n666    Facility 17 2020-08-07     2020-08-08    North  Barnard               0\n667    Facility 21 2020-08-01     2020-08-01    North     Bolo              12\n668    Facility 21 2020-07-31     2020-07-31    North     Bolo              33\n669     Facility 1 2020-08-01     2020-08-04    North   Spring              22\n670    Facility 22 2020-08-04     2020-08-04    North     Bolo               9\n671    Facility 20 2020-08-07     2020-08-08    North  Barnard               0\n672    Facility 20 2020-08-06     2020-08-08    North  Barnard               2\n673    Facility 20 2020-08-05     2020-08-08    North  Barnard               0\n674    Facility 20 2020-08-04     2020-08-08    North  Barnard               0\n675    Facility 22 2020-08-08     2020-08-08    North     Bolo              16\n676     Facility 5 2020-08-07     2020-08-08    North     Bolo               1\n677     Facility 5 2020-08-06     2020-08-08    North     Bolo              10\n678     Facility 5 2020-08-05     2020-08-08    North     Bolo               9\n679     Facility 5 2020-08-05     2020-08-08    North     Bolo               9\n680     Facility 5 2020-08-05     2020-08-08    North     Bolo               9\n681     Facility 5 2020-08-05     2020-08-08    North     Bolo               9\n682     Facility 5 2020-08-03     2020-08-08    North     Bolo               9\n683     Facility 5 2020-08-04     2020-08-08    North     Bolo              17\n684    Facility 14 2020-08-08     2020-08-08    North    Dingo               8\n685    Facility 35 2020-08-07     2020-08-08    North   Spring              55\n686    Facility 21 2020-08-07     2020-08-08    North     Bolo              20\n687    Facility 35 2020-08-06     2020-08-08    North   Spring              29\n688    Facility 35 2020-08-05     2020-08-08    North   Spring              48\n689    Facility 35 2020-08-04     2020-08-08    North   Spring               9\n690    Facility 35 2020-08-02     2020-08-08    North   Spring             113\n691    Facility 35 2020-07-31     2020-08-08    North   Spring              13\n692    Facility 35 2020-08-03     2020-08-08    North   Spring              61\n693    Facility 47 2020-08-06     2020-08-08    North  Barnard               0\n694    Facility 30 2020-08-08     2020-08-08    North     Bolo              12\n695    Facility 39 2020-07-12     2020-08-08    North   Spring               7\n696    Facility 39 2020-07-11     2020-08-08    North   Spring               9\n697     Facility 4 2020-08-07     2020-08-08    North     Bolo               0\n698    Facility 13 2020-08-07     2020-08-08    North     Bolo               0\n699    Facility 13 2020-08-06     2020-08-08    North     Bolo               0\n700    Facility 33 2020-08-07     2020-08-08    North  Barnard               1\n701    Facility 33 2020-08-06     2020-08-08    North  Barnard               0\n702     Facility 8 2020-08-06     2020-08-08    North     Bolo               0\n703     Facility 8 2020-08-05     2020-08-08    North     Bolo              12\n704    Facility 52 2020-08-04     2020-08-08    North     Bolo              16\n705    Facility 28 2020-08-06     2020-08-08    North   Spring              14\n706    Facility 25 2020-08-07     2020-08-08    North     Bolo               0\n707    Facility 25 2020-08-06     2020-08-08    North     Bolo               0\n708    Facility 28 2020-08-05     2020-08-08    North   Spring              23\n709    Facility 10 2020-08-07     2020-08-08    North     Bolo               0\n710    Facility 25 2020-08-05     2020-08-08    North     Bolo               5\n711    Facility 10 2020-08-06     2020-08-08    North     Bolo               0\n712    Facility 10 2020-08-05     2020-08-08    North     Bolo               0\n713    Facility 24 2020-08-07     2020-08-08    North     Bolo              32\n714    Facility 16 2020-08-07     2020-08-08    North  Barnard               0\n715    Facility 15 2020-08-07     2020-08-08    North  Barnard               1\n716    Facility 29 2020-08-07     2020-08-08    North    Dingo               0\n717    Facility 23 2020-08-07     2020-08-08    North    Dingo               0\n718    Facility 23 2020-08-06     2020-08-08    North    Dingo               0\n719    Facility 26 2020-08-07     2020-08-08    North     Bolo               0\n720    Facility 26 2020-08-06     2020-08-08    North     Bolo               0\n721    Facility 26 2020-08-05     2020-08-08    North     Bolo               2\n722    Facility 26 2020-08-04     2020-08-08    North     Bolo               2\n723    Facility 49 2020-08-07     2020-08-08    North    Dingo              18\n724    Facility 49 2020-08-06     2020-08-08    North    Dingo              30\n725    Facility 11 2020-08-07     2020-08-08    North   Spring               2\n726     Facility 3 2020-08-07     2020-08-08    North    Dingo               0\n727    Facility 18 2020-08-07     2020-08-07    North     Bolo               0\n728    Facility 60 2020-08-06     2020-08-07    North     Bolo               0\n729    Facility 42 2020-08-06     2020-08-07    North    Dingo              18\n730    Facility 18 2020-08-05     2020-08-07    North     Bolo               4\n731    Facility 18 2020-08-06     2020-08-07    North     Bolo               0\n732    Facility 36 2020-08-07     2020-08-07    North    Dingo               0\n733    Facility 21 2020-08-06     2020-08-07    North     Bolo              14\n734    Facility 34 2020-08-07     2020-08-07    North    Dingo               0\n735    Facility 34 2020-08-06     2020-08-07    North    Dingo               0\n736    Facility 24 2020-08-06     2020-08-07    North     Bolo              12\n737    Facility 48 2020-08-07     2020-08-07    North    Dingo               0\n738    Facility 48 2020-08-06     2020-08-07    North    Dingo               0\n739    Facility 29 2020-08-06     2020-08-07    North    Dingo              11\n740    Facility 11 2020-08-06     2020-08-07    North   Spring              34\n741    Facility 50 2020-08-06     2020-08-07    North   Spring              14\n742    Facility 50 2020-08-05     2020-08-07    North   Spring              23\n743    Facility 16 2020-08-06     2020-08-07    North  Barnard               0\n744    Facility 12 2020-08-06     2020-08-07    North    Dingo              33\n745    Facility 15 2020-08-06     2020-08-07    North  Barnard               2\n746     Facility 3 2020-08-06     2020-08-07    North    Dingo               0\n747    Facility 40 2020-08-06     2020-08-07    North  Barnard              16\n748     Facility 2 2020-08-06     2020-08-07    North     Bolo              10\n749    Facility 46 2020-08-06     2020-08-06    North    Dingo               0\n750    Facility 22 2020-08-06     2020-08-06    North     Bolo               0\n751    Facility 15 2020-08-05     2020-08-06    North  Barnard               5\n752    Facility 47 2020-08-05     2020-08-06    North  Barnard               8\n753    Facility 36 2020-08-06     2020-08-06    North    Dingo               0\n754    Facility 36 2020-08-05     2020-08-06    North    Dingo               7\n755    Facility 58 2020-08-05     2020-08-06    North   Spring              21\n756    Facility 58 2020-08-04     2020-08-06    North   Spring              17\n757    Facility 58 2020-08-03     2020-08-06    North   Spring              25\n758    Facility 21 2020-08-05     2020-08-06    North     Bolo              17\n759    Facility 46 2020-08-05     2020-08-06    North    Dingo              13\n760    Facility 24 2020-08-05     2020-08-06    North     Bolo               4\n761    Facility 19 2020-08-05     2020-08-06    North     Bolo              18\n762    Facility 20 2020-07-26     2020-07-27    North  Barnard              15\n763    Facility 13 2020-07-26     2020-07-27    North     Bolo               0\n764    Facility 18 2020-07-26     2020-07-27    North     Bolo               4\n765    Facility 12 2020-07-26     2020-07-27    North    Dingo              20\n766    Facility 12 2020-07-26     2020-07-27    North    Dingo              20\n767    Facility 36 2020-07-26     2020-07-27    North    Dingo               8\n768    Facility 23 2020-07-26     2020-07-27    North    Dingo              13\n769    Facility 23 2020-07-25     2020-07-27    North    Dingo               7\n770    Facility 15 2020-07-27     2020-07-27    North  Barnard              36\n771    Facility 42 2020-07-26     2020-07-27    North    Dingo              22\n772    Facility 41 2020-07-26     2020-07-27    North  Barnard              17\n773    Facility 41 2020-07-25     2020-07-27    North  Barnard              11\n774    Facility 22 2020-07-26     2020-07-27    North     Bolo               5\n775    Facility 53 2020-07-26     2020-07-27    North     Bolo              12\n776     Facility 3 2020-07-27     2020-07-27    North    Dingo               3\n777    Facility 25 2020-07-26     2020-07-27    North     Bolo               3\n778    Facility 55 2020-07-26     2020-07-27    North     Bolo              12\n779    Facility 40 2020-07-26     2020-07-27    North  Barnard              23\n780    Facility 27 2020-06-26     2020-07-27    North   Spring               8\n781    Facility 27 2020-07-26     2020-07-27    North   Spring               8\n782    Facility 16 2020-07-26     2020-07-27    North  Barnard              31\n783    Facility 48 2020-07-26     2020-07-27    North    Dingo              12\n784    Facility 24 2020-07-26     2020-07-27    North     Bolo               6\n785    Facility 24 2020-07-25     2020-07-27    North     Bolo               5\n786    Facility 24 2020-07-24     2020-07-27    North     Bolo              23\n787    Facility 32 2020-07-26     2020-07-26    North   Spring              26\n788     Facility 5 2020-07-17     2020-07-21    North     Bolo               2\n789     Facility 5 2020-07-16     2020-07-21    North     Bolo              10\n790     Facility 9 2020-07-20     2020-07-21    North   Spring              19\n791    Facility 47 2020-07-20     2020-07-21    North  Barnard              37\n792    Facility 38 2020-07-20     2020-07-21    North     Bolo               9\n793    Facility 31 2020-07-20     2020-07-21    North    Dingo              14\n794    Facility 31 2020-07-19     2020-07-21    North    Dingo               7\n795    Facility 54 2020-07-20     2020-07-21    North  Barnard              20\n796    Facility 54 2020-07-19     2020-07-21    North  Barnard              26\n797    Facility 42 2020-07-20     2020-07-21    North    Dingo              25\n798    Facility 24 2020-07-20     2020-07-21    North     Bolo              24\n799    Facility 60 2020-07-20     2020-07-21    North     Bolo              12\n800    Facility 44 2020-07-18     2020-07-21    North  Barnard              46\n801    Facility 49 2020-07-20     2020-07-21    North    Dingo               3\n802    Facility 21 2020-07-21     2020-07-21    North     Bolo              32\n803    Facility 53 2020-07-20     2020-07-21    North     Bolo              29\n804    Facility 13 2020-07-20     2020-07-21    North     Bolo               0\n805    Facility 16 2020-07-20     2020-07-21    North  Barnard               0\n806     Facility 4 2020-07-18     2020-07-21    North     Bolo              23\n807    Facility 15 2020-07-21     2020-07-21    North  Barnard              27\n808    Facility 46 2020-07-20     2020-07-21    North    Dingo               2\n809    Facility 46 2020-07-19     2020-07-21    North    Dingo               3\n810    Facility 41 2020-07-10     2020-07-21    North  Barnard               1\n811    Facility 27 2020-07-20     2020-07-21    North   Spring               9\n812    Facility 41 2020-07-09     2020-07-21    North  Barnard               0\n813    Facility 27 2020-07-19     2020-07-21    North   Spring               5\n814    Facility 41 2020-07-08     2020-07-21    North  Barnard              16\n815    Facility 41 2020-07-06     2020-07-21    North  Barnard               8\n816    Facility 12 2020-07-20     2020-07-21    North    Dingo              49\n817    Facility 41 2020-07-20     2020-07-21    North  Barnard              19\n818    Facility 29 2020-07-20     2020-07-21    North    Dingo              19\n819    Facility 40 2020-07-20     2020-07-21    North  Barnard               8\n820    Facility 55 2020-07-20     2020-07-21    North     Bolo              20\n821     Facility 3 2020-07-21     2020-07-21    North    Dingo              14\n822    Facility 18 2020-07-20     2020-07-21    North     Bolo               5\n823    Facility 45 2020-07-20     2020-07-21    North  Barnard              47\n824    Facility 26 2020-07-20     2020-07-21    North     Bolo               7\n825    Facility 48 2020-07-20     2020-07-21    North    Dingo              10\n826    Facility 61 2020-07-19     2020-07-20    North  Barnard               6\n827    Facility 26 2020-07-19     2020-07-20    North     Bolo               7\n828    Facility 31 2020-07-18     2020-07-20    North    Dingo              14\n829    Facility 31 2020-07-15     2020-07-20    North    Dingo              13\n830    Facility 22 2020-07-20     2020-07-20    North     Bolo              11\n831    Facility 52 2020-07-19     2020-07-20    North     Bolo               8\n832    Facility 57 2020-07-20     2020-07-20    North  Barnard              15\n833    Facility 34 2020-07-20     2020-07-20    North    Dingo              11\n834     Facility 1 2020-07-19     2020-07-20    North   Spring              19\n835     Facility 4 2020-07-20     2020-07-20    North     Bolo              29\n836    Facility 14 2020-07-20     2020-07-20    North    Dingo               8\n837     Facility 7 2020-07-19     2020-07-20    North   Spring              13\n838    Facility 35 2020-07-19     2020-07-20    North   Spring              52\n839    Facility 35 2020-07-18     2020-07-20    North   Spring              83\n840    Facility 30 2020-07-20     2020-07-20    North     Bolo              26\n841    Facility 30 2020-07-19     2020-07-20    North     Bolo              19\n842    Facility 10 2020-07-20     2020-07-20    North     Bolo               0\n843    Facility 19 2020-07-19     2020-07-20    North     Bolo              23\n844    Facility 26 2020-07-18     2020-07-20    North     Bolo               4\n845    Facility 49 2020-07-19     2020-07-20    North    Dingo               0\n846    Facility 33 2020-07-19     2020-07-20    North  Barnard               8\n847    Facility 33 2020-07-18     2020-07-20    North  Barnard               1\n848    Facility 33 2020-07-16     2020-07-20    North  Barnard               3\n849    Facility 29 2020-07-19     2020-07-20    North    Dingo              23\n850    Facility 21 2020-07-20     2020-07-20    North     Bolo              35\n851    Facility 47 2020-07-19     2020-07-20    North  Barnard              30\n852    Facility 22 2020-07-16     2020-07-20    North     Bolo               0\n853    Facility 12 2020-07-19     2020-07-20    North    Dingo              49\n854    Facility 42 2020-07-19     2020-07-20    North    Dingo              24\n855    Facility 42 2020-07-18     2020-07-20    North    Dingo              29\n856    Facility 42 2020-07-16     2020-07-20    North    Dingo              20\n857    Facility 42 2020-07-15     2020-07-20    North    Dingo              30\n858    Facility 55 2020-07-19     2020-07-20    North     Bolo              15\n859    Facility 37 2020-07-19     2020-07-20    North     Bolo              46\n860    Facility 55 2020-07-18     2020-07-20    North     Bolo              19\n861    Facility 16 2020-07-19     2020-07-20    North  Barnard               2\n862    Facility 13 2020-07-19     2020-07-20    North     Bolo               0\n863    Facility 22 2020-07-10     2020-07-20    North     Bolo               0\n864    Facility 15 2020-07-19     2020-07-20    North  Barnard               8\n865     Facility 9 2020-07-19     2020-07-20    North   Spring              58\n866    Facility 23 2020-07-19     2020-07-20    North    Dingo               5\n867     Facility 3 2020-07-20     2020-07-20    North    Dingo              13\n868    Facility 24 2020-07-19     2020-07-20    North     Bolo              16\n869    Facility 11 2020-07-18     2020-07-20    North   Spring              80\n870    Facility 48 2020-07-19     2020-07-20    North    Dingo              17\n871    Facility 18 2020-07-19     2020-07-20    North     Bolo               5\n872    Facility 22 2020-07-19     2020-07-20    North     Bolo              12\n873    Facility 40 2020-07-19     2020-07-20    North  Barnard              21\n874    Facility 41 2020-07-19     2020-07-20    North  Barnard              11\n875    Facility 61 2020-07-18     2020-07-19    North  Barnard              14\n876    Facility 57 2020-07-19     2020-07-19    North  Barnard              10\n877    Facility 57 2020-07-19     2020-07-19    North  Barnard              10\n878    Facility 52 2020-06-21     2020-07-04    North     Bolo              20\n879    Facility 52 2020-06-23     2020-07-04    North     Bolo              16\n880    Facility 52 2020-06-24     2020-07-04    North     Bolo              21\n881    Facility 22 2020-06-28     2020-06-30    North     Bolo              17\n882     Facility 2 2020-07-18     2020-07-19    North     Bolo              26\n883    Facility 38 2020-07-19     2020-07-19    North     Bolo              15\n884    Facility 50 2020-07-18     2020-07-19    North   Spring             108\n885     Facility 4 2020-07-19     2020-07-19    North     Bolo              20\n886    Facility 14 2020-07-19     2020-07-19    North    Dingo              10\n887    Facility 34 2020-07-19     2020-07-19    North    Dingo               8\n888    Facility 41 2020-07-18     2020-07-19    North  Barnard              24\n889    Facility 54 2020-07-18     2020-07-19    North  Barnard              20\n890    Facility 10 2020-07-19     2020-07-19    North     Bolo               0\n891    Facility 29 2020-07-18     2020-07-19    North    Dingo              15\n892    Facility 53 2020-07-19     2020-07-19    North     Bolo              19\n893    Facility 53 2020-07-18     2020-07-19    North     Bolo              19\n894    Facility 53 2020-07-17     2020-07-19    North     Bolo               0\n895    Facility 19 2020-07-18     2020-07-19    North     Bolo              17\n896    Facility 19 2020-07-18     2020-07-19    North     Bolo              17\n897    Facility 46 2020-07-18     2020-07-19    North    Dingo               6\n898    Facility 46 2020-07-16     2020-07-19    North    Dingo               3\n899     Facility 4 2020-07-17     2020-07-19    North     Bolo               0\n900    Facility 21 2020-07-19     2020-07-19    North     Bolo              27\n901    Facility 52 2020-07-18     2020-07-19    North     Bolo              25\n902    Facility 51 2020-07-18     2020-07-19    North   Spring              23\n903     Facility 7 2020-07-18     2020-07-19    North   Spring              17\n904    Facility 51 2020-07-17     2020-07-19    North   Spring               2\n905    Facility 51 2020-07-16     2020-07-19    North   Spring               9\n906    Facility 51 2020-07-15     2020-07-19    North   Spring              12\n907     Facility 1 2020-07-18     2020-07-19    North   Spring              50\n908    Facility 11 2020-07-17     2020-07-19    North   Spring               3\n909    Facility 18 2020-07-18     2020-07-19    North     Bolo               9\n910    Facility 49 2020-07-18     2020-07-19    North    Dingo              10\n911    Facility 12 2020-07-18     2020-07-19    North    Dingo              36\n912     Facility 9 2020-07-18     2020-07-19    North   Spring              54\n913    Facility 47 2020-07-18     2020-07-19    North  Barnard              34\n914    Facility 13 2020-07-18     2020-07-19    North     Bolo               0\n915    Facility 16 2020-07-18     2020-07-19    North  Barnard              40\n916    Facility 23 2020-07-18     2020-07-19    North    Dingo               4\n917    Facility 37 2020-07-18     2020-07-19    North     Bolo              12\n918    Facility 23 2020-07-17     2020-07-19    North    Dingo               0\n919    Facility 23 2020-07-16     2020-07-19    North    Dingo               0\n920    Facility 20 2020-07-18     2020-07-19    North  Barnard              28\n921     Facility 3 2020-07-19     2020-07-19    North    Dingo              25\n922    Facility 60 2020-07-18     2020-07-19    North     Bolo              16\n923    Facility 23 2020-07-15     2020-07-19    North    Dingo               8\n924    Facility 15 2020-07-18     2020-07-19    North  Barnard              34\n925    Facility 25 2020-07-18     2020-07-19    North     Bolo               0\n926    Facility 24 2020-07-18     2020-07-19    North     Bolo              35\n927    Facility 25 2020-07-17     2020-07-19    North     Bolo               0\n928    Facility 25 2020-07-16     2020-07-19    North     Bolo               0\n929    Facility 27 2020-07-18     2020-07-19    North   Spring               9\n930    Facility 25 2020-07-15     2020-07-19    North     Bolo               0\n931    Facility 45 2020-07-18     2020-07-19    North  Barnard              52\n932    Facility 34 2020-07-18     2020-07-19    North    Dingo              11\n933    Facility 48 2020-07-18     2020-07-19    North    Dingo              13\n934    Facility 40 2020-07-18     2020-07-19    North  Barnard              33\n935    Facility 41 2020-07-17     2020-07-18    North  Barnard               8\n936    Facility 41 2020-07-16     2020-07-18    North  Barnard              16\n937    Facility 41 2020-07-15     2020-07-18    North  Barnard               8\n938    Facility 52 2020-07-17     2020-07-18    North     Bolo              17\n939    Facility 52 2020-07-16     2020-07-18    North     Bolo              16\n940    Facility 52 2020-07-15     2020-07-18    North     Bolo              23\n941    Facility 52 2020-07-14     2020-07-18    North     Bolo              22\n942    Facility 52 2020-07-13     2020-07-18    North     Bolo              14\n943    Facility 52 2020-07-12     2020-07-18    North     Bolo              11\n944    Facility 35 2020-07-17     2020-07-18    North   Spring              35\n945    Facility 35 2020-07-16     2020-07-18    North   Spring              48\n946    Facility 57 2020-07-18     2020-07-18    North  Barnard               9\n947     Facility 7 2020-07-16     2020-07-18    North   Spring               7\n948     Facility 7 2020-07-17     2020-07-18    North   Spring               4\n949    Facility 35 2020-07-15     2020-07-18    North   Spring              10\n950    Facility 22 2020-07-18     2020-07-18    North     Bolo              10\n951    Facility 38 2020-07-18     2020-07-18    North     Bolo              13\n952    Facility 29 2020-07-17     2020-07-18    North    Dingo               0\n953    Facility 14 2020-07-18     2020-07-18    North    Dingo              12\n954    Facility 32 2020-07-18     2020-07-18    North   Spring              29\n955    Facility 30 2020-07-18     2020-07-18    North     Bolo              17\n956    Facility 10 2020-07-18     2020-07-18    North     Bolo               0\n957    Facility 10 2020-07-17     2020-07-18    North     Bolo               0\n958    Facility 10 2020-07-16     2020-07-18    North     Bolo               0\n959    Facility 20 2020-07-17     2020-07-18    North  Barnard               3\n960    Facility 52 2020-07-11     2020-07-18    North     Bolo              16\n961    Facility 54 2020-07-15     2020-07-18    North  Barnard              26\n962    Facility 37 2020-07-17     2020-07-18    North     Bolo               6\n963    Facility 37 2020-07-16     2020-07-18    North     Bolo               6\n964    Facility 24 2020-07-17     2020-07-18    North     Bolo              12\n965    Facility 24 2020-07-16     2020-07-18    North     Bolo              11\n966    Facility 19 2020-07-17     2020-07-18    North     Bolo              11\n967    Facility 19 2020-07-16     2020-07-18    North     Bolo              13\n968    Facility 19 2020-07-15     2020-07-18    North     Bolo              21\n969    Facility 28 2020-06-27     2020-07-18    North   Spring              57\n970    Facility 28 2020-06-26     2020-07-18    North   Spring               2\n971    Facility 28 2020-06-26     2020-07-18    North   Spring               2\n972    Facility 37 2020-07-15     2020-07-18    North     Bolo              11\n973    Facility 49 2020-07-17     2020-07-18    North    Dingo              20\n974    Facility 12 2020-07-17     2020-07-18    North    Dingo              33\n975    Facility 36 2020-08-09     2020-08-09    North    Dingo               5\n976    Facility 57 2020-08-09     2020-08-09    North  Barnard               7\n977    Facility 57 2020-08-08     2020-08-09    North  Barnard              29\n978    Facility 39 2020-07-20     2020-08-09    North   Spring              12\n979    Facility 39 2020-07-19     2020-08-09    North   Spring               7\n980    Facility 57 2020-08-05     2020-08-09    North  Barnard               9\n981    Facility 39 2020-07-18     2020-08-09    North   Spring              20\n982    Facility 57 2020-08-04     2020-08-09    North  Barnard              10\n983    Facility 39 2020-07-17     2020-08-09    North   Spring              17\n984    Facility 39 2020-07-16     2020-08-09    North   Spring              15\n985    Facility 39 2020-07-15     2020-08-09    North   Spring              18\n986    Facility 57 2020-08-03     2020-08-09    North  Barnard               9\n987    Facility 39 2020-07-14     2020-08-09    North   Spring              11\n988    Facility 39 2020-07-13     2020-08-09    North   Spring              15\n989    Facility 34 2020-08-09     2020-08-09    North    Dingo               8\n990    Facility 33 2020-08-09     2020-08-09    North  Barnard               2\n991    Facility 33 2020-08-08     2020-08-09    North  Barnard               2\n992     Facility 4 2020-08-09     2020-08-09    North     Bolo              22\n993    Facility 35 2020-08-08     2020-08-09    North   Spring              48\n994     Facility 6 2020-08-09     2020-08-09    North    Dingo              11\n995    Facility 41 2020-08-08     2020-08-09    North  Barnard              10\n996    Facility 62 2020-08-09     2020-08-09    North  Barnard               9\n997    Facility 62 2020-08-08     2020-08-09    North  Barnard               4\n998    Facility 62 2020-08-07     2020-08-09    North  Barnard               0\n999    Facility 62 2020-08-06     2020-08-09    North  Barnard               0\n1000   Facility 23 2020-08-09     2020-08-09    North    Dingo              12\n1001   Facility 47 2020-08-08     2020-08-09    North  Barnard               3\n1002   Facility 37 2020-08-08     2020-08-09    North     Bolo              30\n1003   Facility 22 2020-08-09     2020-08-09    North     Bolo               9\n1004   Facility 37 2020-08-07     2020-08-09    North     Bolo              34\n1005   Facility 37 2020-08-06     2020-08-09    North     Bolo              45\n1006   Facility 45 2020-08-09     2020-08-09    North  Barnard             137\n1007   Facility 51 2020-08-05     2020-08-09    North   Spring              14\n1008   Facility 51 2020-08-08     2020-08-09    North   Spring              10\n1009   Facility 51 2020-08-06     2020-08-09    North   Spring              10\n1010   Facility 20 2020-08-08     2020-08-09    North  Barnard               9\n1011   Facility 32 2020-08-07     2020-08-09    North   Spring               0\n1012   Facility 46 2020-07-27     2020-08-02    North    Dingo               8\n1013   Facility 46 2020-07-25     2020-08-02    North    Dingo               4\n1014   Facility 46 2020-07-22     2020-08-02    North    Dingo               0\n1015   Facility 46 2020-08-01     2020-08-02    North    Dingo               1\n1016    Facility 5 2020-07-30     2020-08-02    North     Bolo               0\n1017    Facility 5 2020-07-29     2020-08-02    North     Bolo              10\n1018    Facility 5 2020-07-28     2020-08-02    North     Bolo              10\n1019   Facility 45 2020-08-01     2020-08-02    North  Barnard             175\n1020   Facility 29 2020-08-01     2020-08-02    North    Dingo              33\n1021   Facility 42 2020-08-01     2020-08-02    North    Dingo              20\n1022   Facility 20 2020-08-01     2020-08-02    North  Barnard               0\n1023   Facility 20 2020-07-31     2020-08-02    North  Barnard               0\n1024   Facility 20 2020-07-30     2020-08-02    North  Barnard               0\n1025   Facility 20 2020-07-29     2020-08-02    North  Barnard               0\n1026   Facility 20 2020-07-28     2020-08-02    North  Barnard               3\n1027   Facility 22 2020-08-01     2020-08-02    North     Bolo               8\n1028   Facility 33 2020-08-01     2020-08-02    North  Barnard               6\n1029   Facility 41 2020-08-01     2020-08-02    North  Barnard              15\n1030   Facility 54 2020-07-29     2020-08-02    North  Barnard              19\n1031   Facility 54 2020-07-28     2020-08-02    North  Barnard              16\n1032   Facility 54 2020-07-30     2020-08-02    North  Barnard               0\n1033   Facility 36 2020-08-01     2020-08-02    North    Dingo               9\n1034   Facility 36 2020-07-31     2020-08-02    North    Dingo               0\n1035   Facility 36 2020-07-30     2020-08-02    North    Dingo               0\n1036   Facility 36 2020-07-29     2020-08-02    North    Dingo               5\n1037   Facility 38 2020-08-01     2020-08-02    North     Bolo              17\n1038   Facility 37 2020-08-01     2020-08-02    North     Bolo              36\n1039   Facility 12 2020-08-01     2020-08-02    North    Dingo              30\n1040   Facility 55 2020-08-01     2020-08-02    North     Bolo              10\n1041    Facility 3 2020-08-02     2020-08-02    North    Dingo              15\n1042   Facility 23 2020-08-01     2020-08-02    North    Dingo              18\n1043   Facility 24 2020-08-01     2020-08-02    North     Bolo               7\n1044   Facility 25 2020-08-01     2020-08-02    North     Bolo              12\n1045   Facility 40 2020-08-01     2020-08-02    North  Barnard              38\n1046   Facility 16 2020-08-01     2020-08-02    North  Barnard              27\n1047   Facility 27 2020-08-01     2020-08-02    North   Spring               9\n1048   Facility 25 2020-07-31     2020-08-02    North     Bolo               0\n1049   Facility 42 2020-07-31     2020-08-02    North    Dingo               0\n1050   Facility 25 2020-07-30     2020-08-02    North     Bolo               0\n1051   Facility 25 2020-07-29     2020-08-02    North     Bolo               2\n1052   Facility 42 2020-07-30     2020-08-02    North    Dingo               1\n1053   Facility 25 2020-07-28     2020-08-02    North     Bolo               4\n1054   Facility 48 2020-08-01     2020-08-02    North    Dingo              10\n1055   Facility 26 2020-08-01     2020-08-02    North     Bolo               8\n1056   Facility 18 2020-08-01     2020-08-02    North     Bolo              10\n1057    Facility 2 2020-08-01     2020-08-02    North     Bolo              26\n1058    Facility 2 2020-07-30     2020-08-02    North     Bolo              10\n1059   Facility 28 2020-08-02     2020-08-02    North   Spring              35\n1060   Facility 14 2020-08-01     2020-08-01    North    Dingo              10\n1061   Facility 32 2020-08-01     2020-08-01    North   Spring              49\n1062   Facility 32 2020-07-31     2020-08-01    North   Spring               0\n1063   Facility 32 2020-07-30     2020-08-01    North   Spring               0\n1064   Facility 32 2020-07-29     2020-08-01    North   Spring              21\n1065   Facility 32 2020-07-28     2020-08-01    North   Spring              29\n1066   Facility 32 2020-07-27     2020-08-01    North   Spring              30\n1067   Facility 34 2020-08-01     2020-08-01    North    Dingo               8\n1068   Facility 33 2020-07-30     2020-08-01    North  Barnard               1\n1069   Facility 33 2020-07-29     2020-08-01    North  Barnard               3\n1070   Facility 50 2020-07-31     2020-08-01    North   Spring               0\n1071   Facility 50 2020-07-30     2020-08-01    North   Spring               0\n1072    Facility 1 2020-07-31     2020-08-01    North   Spring               0\n1073    Facility 1 2020-07-30     2020-08-01    North   Spring               0\n1074   Facility 50 2020-07-29     2020-08-01    North   Spring              32\n1075    Facility 1 2020-07-29     2020-08-01    North   Spring              24\n1076   Facility 50 2020-07-28     2020-08-01    North   Spring              20\n1077   Facility 37 2020-07-31     2020-08-01    North     Bolo              24\n1078   Facility 37 2020-07-30     2020-08-01    North     Bolo              24\n1079   Facility 37 2020-07-29     2020-08-01    North     Bolo              35\n1080   Facility 37 2020-07-28     2020-08-01    North     Bolo              12\n1081   Facility 10 2020-08-01     2020-08-01    North     Bolo               0\n1082   Facility 10 2020-07-31     2020-08-01    North     Bolo               0\n1083   Facility 10 2020-07-30     2020-08-01    North     Bolo               0\n1084    Facility 6 2020-07-31     2020-08-01    North    Dingo               0\n1085    Facility 6 2020-07-30     2020-08-01    North    Dingo               5\n1086    Facility 6 2020-07-29     2020-08-01    North    Dingo               6\n1087   Facility 58 2020-07-31     2020-08-01    North   Spring               4\n1088   Facility 58 2020-07-30     2020-08-01    North   Spring               6\n1089   Facility 58 2020-07-29     2020-08-01    North   Spring               0\n1090   Facility 58 2020-07-28     2020-08-01    North   Spring               0\n1091   Facility 58 2020-07-27     2020-08-01    North   Spring               0\n1092   Facility 58 2020-07-26     2020-08-01    North   Spring               0\n1093   Facility 58 2020-07-25     2020-08-01    North   Spring               7\n1094   Facility 58 2020-07-24     2020-08-01    North   Spring              38\n1095   Facility 58 2020-07-23     2020-08-01    North   Spring              25\n1096   Facility 40 2020-07-31     2020-08-01    North  Barnard               0\n1097   Facility 58 2020-07-22     2020-08-01    North   Spring              13\n1098   Facility 40 2020-07-30     2020-08-01    North  Barnard               3\n1099   Facility 58 2020-07-20     2020-08-01    North   Spring              15\n1100   Facility 46 2020-07-31     2020-08-01    North    Dingo               0\n1101   Facility 46 2020-07-30     2020-08-01    North    Dingo               0\n1102   Facility 12 2020-07-31     2020-08-01    North    Dingo              66\n1103   Facility 23 2020-07-31     2020-08-01    North    Dingo               0\n1104   Facility 27 2020-07-31     2020-08-01    North   Spring               0\n1105   Facility 23 2020-07-30     2020-08-01    North    Dingo               0\n1106   Facility 23 2020-07-29     2020-08-01    North    Dingo               2\n1107   Facility 27 2020-07-30     2020-08-01    North   Spring               0\n1108   Facility 23 2020-07-28     2020-08-01    North    Dingo              16\n1109   Facility 27 2020-07-29     2020-08-01    North   Spring               3\n1110   Facility 23 2020-07-27     2020-08-01    North    Dingo              12\n1111   Facility 46 2020-07-29     2020-08-01    North    Dingo               7\n1112   Facility 29 2020-07-31     2020-08-01    North    Dingo               4\n1113   Facility 15 2020-08-01     2020-08-01    North  Barnard               0\n1114   Facility 15 2020-07-31     2020-08-01    North  Barnard               0\n1115   Facility 46 2020-07-28     2020-08-01    North    Dingo               2\n1116    Facility 8 2020-07-31     2020-08-01    North     Bolo               0\n1117   Facility 41 2020-07-31     2020-08-01    North  Barnard               4\n1118    Facility 8 2020-07-30     2020-08-01    North     Bolo               0\n1119   Facility 42 2020-07-29     2020-08-01    North    Dingo               6\n1120    Facility 8 2020-07-29     2020-08-01    North     Bolo               5\n1121    Facility 8 2020-07-28     2020-08-01    North     Bolo               7\n1122   Facility 55 2020-07-31     2020-08-01    North     Bolo               6\n1123   Facility 55 2020-07-30     2020-08-01    North     Bolo              15\n1124   Facility 55 2020-07-29     2020-08-01    North     Bolo               7\n1125   Facility 26 2020-07-31     2020-08-01    North     Bolo               0\n1126   Facility 16 2020-07-31     2020-08-01    North  Barnard               2\n1127   Facility 26 2020-07-30     2020-08-01    North     Bolo               0\n1128    Facility 3 2020-08-01     2020-08-01    North    Dingo               0\n1129   Facility 28 2020-07-31     2020-08-01    North   Spring               0\n1130    Facility 7 2020-07-28     2020-07-31    North   Spring              11\n1131   Facility 34 2020-07-31     2020-07-31    North    Dingo               0\n1132   Facility 47 2020-07-30     2020-07-31    North  Barnard               2\n1133   Facility 18 2020-07-31     2020-07-31    North     Bolo               0\n1134   Facility 43 2020-07-18     2020-07-31    North    Dingo               9\n1135   Facility 43 2020-07-17     2020-07-31    North    Dingo               5\n1136   Facility 43 2020-07-16     2020-07-31    North    Dingo               5\n1137   Facility 43 2020-07-15     2020-07-31    North    Dingo               7\n1138   Facility 43 2020-07-14     2020-07-31    North    Dingo               0\n1139   Facility 43 2020-07-13     2020-07-31    North    Dingo               9\n1140   Facility 43 2020-07-12     2020-07-31    North    Dingo               8\n1141   Facility 21 2020-07-18     2020-07-18    North     Bolo              15\n1142   Facility 13 2020-07-17     2020-07-18    North     Bolo               0\n1143   Facility 13 2020-07-16     2020-07-18    North     Bolo               0\n1144   Facility 40 2020-07-17     2020-07-18    North  Barnard               0\n1145   Facility 36 2020-07-17     2020-07-18    North    Dingo               0\n1146   Facility 36 2020-07-16     2020-07-18    North    Dingo               0\n1147   Facility 36 2020-07-15     2020-07-18    North    Dingo               8\n1148   Facility 32 2020-07-15     2020-07-18    North   Spring               6\n1149   Facility 16 2020-07-17     2020-07-18    North  Barnard               5\n1150   Facility 15 2020-07-17     2020-07-18    North  Barnard               4\n1151    Facility 9 2020-07-17     2020-07-18    North   Spring               0\n1152    Facility 3 2020-07-18     2020-07-18    North    Dingo               0\n1153   Facility 27 2020-07-17     2020-07-18    North   Spring               0\n1154   Facility 27 2020-07-16     2020-07-18    North   Spring               0\n1155   Facility 26 2020-07-17     2020-07-18    North     Bolo               0\n1156   Facility 27 2020-07-15     2020-07-18    North   Spring               7\n1157   Facility 27 2020-07-14     2020-07-18    North   Spring               5\n1158   Facility 55 2020-07-17     2020-07-18    North     Bolo              10\n1159   Facility 34 2020-07-17     2020-07-18    North    Dingo               0\n1160    Facility 1 2020-07-17     2020-07-18    North   Spring              12\n1161    Facility 4 2020-07-16     2020-07-18    North     Bolo               5\n1162   Facility 50 2020-07-17     2020-07-18    North   Spring               9\n1163   Facility 50 2020-07-16     2020-07-18    North   Spring              23\n1164   Facility 14 2020-07-17     2020-07-17    North    Dingo               0\n1165   Facility 14 2020-07-16     2020-07-17    North    Dingo               0\n1166   Facility 38 2020-07-17     2020-07-17    North     Bolo               0\n1167   Facility 20 2020-07-15     2020-07-16    North  Barnard              21\n1168    Facility 7 2020-07-15     2020-07-16    North   Spring              30\n1169    Facility 3 2020-07-16     2020-07-16    North    Dingo              11\n1170    Facility 1 2020-07-15     2020-07-16    North   Spring              21\n1171   Facility 15 2020-07-15     2020-07-16    North  Barnard              14\n1172   Facility 38 2020-07-16     2020-07-16    North     Bolo               0\n1173   Facility 53 2020-07-16     2020-07-16    North     Bolo               3\n1174   Facility 53 2020-07-15     2020-07-16    North     Bolo              23\n1175   Facility 48 2020-07-16     2020-07-16    North    Dingo               0\n1176   Facility 48 2020-07-15     2020-07-16    North    Dingo              16\n1177   Facility 38 2020-07-15     2020-07-16    North     Bolo              11\n1178    Facility 5 2020-07-15     2020-07-16    North     Bolo               9\n1179   Facility 21 2020-07-16     2020-07-16    North     Bolo              34\n1180    Facility 9 2020-07-15     2020-07-16    North   Spring              39\n1181   Facility 12 2020-07-15     2020-07-16    North    Dingo              33\n1182    Facility 2 2020-07-15     2020-07-16    North     Bolo              15\n1183   Facility 29 2020-07-15     2020-07-16    North    Dingo              23\n1184   Facility 26 2020-07-15     2020-07-16    North     Bolo               7\n1185   Facility 13 2020-07-15     2020-07-16    North     Bolo               0\n1186   Facility 18 2020-07-16     2020-07-16    North     Bolo               0\n1187   Facility 45 2020-07-15     2020-07-16    North  Barnard              20\n1188   Facility 18 2020-07-15     2020-07-16    North     Bolo               3\n1189   Facility 18 2020-07-14     2020-07-16    North     Bolo               1\n1190   Facility 16 2020-07-15     2020-07-16    North  Barnard              20\n1191   Facility 11 2020-07-15     2020-07-16    North   Spring              49\n1192   Facility 50 2020-07-15     2020-07-16    North   Spring               7\n1193   Facility 50 2020-07-14     2020-07-16    North   Spring              39\n1194   Facility 40 2020-07-15     2020-07-16    North  Barnard              18\n1195   Facility 24 2020-07-15     2020-07-16    North     Bolo              20\n1196   Facility 22 2020-07-15     2020-07-16    North     Bolo              12\n1197   Facility 57 2020-07-15     2020-07-15    North  Barnard              11\n1198   Facility 34 2020-07-15     2020-07-15    North    Dingo              12\n1199   Facility 46 2020-07-15     2020-07-15    North    Dingo               6\n1200    Facility 4 2020-07-15     2020-07-15    North     Bolo               9\n1201   Facility 14 2020-07-15     2020-07-15    North    Dingo              10\n1202   Facility 20 2020-07-14     2020-07-15    North  Barnard               6\n1203   Facility 20 2020-07-13     2020-07-15    North  Barnard              18\n1204   Facility 11 2020-07-14     2020-07-15    North   Spring              49\n1205   Facility 10 2020-07-15     2020-07-15    North     Bolo               0\n1206   Facility 19 2020-07-14     2020-07-15    North     Bolo              25\n1207   Facility 33 2020-07-14     2020-07-15    North  Barnard               3\n1208   Facility 49 2020-07-14     2020-07-15    North    Dingo              29\n1209   Facility 29 2020-07-14     2020-07-15    North    Dingo              37\n1210   Facility 26 2020-07-14     2020-07-15    North     Bolo               7\n1211   Facility 41 2020-07-14     2020-07-15    North  Barnard               4\n1212   Facility 25 2020-07-14     2020-07-15    North     Bolo               4\n1213   Facility 37 2020-07-14     2020-07-15    North     Bolo              28\n1214   Facility 48 2020-07-14     2020-07-15    North    Dingo               8\n1215    Facility 7 2020-07-14     2020-07-15    North   Spring              19\n1216   Facility 48 2020-07-13     2020-07-15    North    Dingo               7\n1217   Facility 30 2020-07-15     2020-07-15    North     Bolo               7\n1218   Facility 30 2020-07-14     2020-07-15    North     Bolo               9\n1219   Facility 42 2020-07-14     2020-07-15    North    Dingo              28\n1220   Facility 21 2020-07-15     2020-07-15    North     Bolo              11\n1221   Facility 42 2020-07-13     2020-07-15    North    Dingo              21\n1222    Facility 2 2020-07-14     2020-07-15    North     Bolo              26\n1223   Facility 12 2020-07-14     2020-07-15    North    Dingo              85\n1224    Facility 9 2020-07-14     2020-07-15    North   Spring              30\n1225   Facility 60 2020-07-14     2020-07-15    North     Bolo               6\n1226   Facility 53 2020-07-14     2020-07-15    North     Bolo              13\n1227   Facility 53 2020-07-13     2020-07-15    North     Bolo              11\n1228   Facility 24 2020-07-14     2020-07-15    North     Bolo              13\n1229   Facility 15 2020-07-14     2020-07-15    North  Barnard              13\n1230   Facility 13 2020-07-14     2020-07-15    North     Bolo               0\n1231   Facility 16 2020-07-14     2020-07-15    North  Barnard              12\n1232   Facility 55 2020-07-14     2020-07-15    North     Bolo              21\n1233    Facility 5 2020-07-14     2020-07-15    North     Bolo              23\n1234    Facility 5 2020-07-13     2020-07-15    North     Bolo              23\n1235   Facility 23 2020-07-14     2020-07-15    North    Dingo               8\n1236    Facility 3 2020-07-15     2020-07-15    North    Dingo              12\n1237    Facility 1 2020-07-14     2020-07-15    North   Spring              28\n1238   Facility 38 2020-07-14     2020-07-15    North     Bolo               5\n1239   Facility 45 2020-07-14     2020-07-15    North  Barnard              44\n1240   Facility 51 2020-07-14     2020-07-15    North   Spring              21\n1241   Facility 40 2020-07-14     2020-07-15    North  Barnard               5\n1242   Facility 31 2020-07-14     2020-07-15    North    Dingo              12\n1243   Facility 11 2020-07-13     2020-07-15    North   Spring               0\n1244   Facility 57 2020-07-14     2020-07-14    North  Barnard               7\n1245   Facility 36 2020-07-14     2020-07-14    North    Dingo              11\n1246   Facility 36 2020-07-13     2020-07-14    North    Dingo               0\n1247   Facility 32 2020-07-14     2020-07-14    North   Spring              20\n1248   Facility 51 2020-07-13     2020-07-14    North   Spring              18\n1249   Facility 34 2020-07-14     2020-07-14    North    Dingo               7\n1250    Facility 4 2020-07-14     2020-07-14    North     Bolo              25\n1251   Facility 22 2020-07-14     2020-07-14    North     Bolo              13\n1252   Facility 19 2020-07-13     2020-07-14    North     Bolo              14\n1253   Facility 19 2020-07-12     2020-07-14    North     Bolo              34\n1254   Facility 19 2020-07-11     2020-07-14    North     Bolo              25\n1255    Facility 7 2020-07-13     2020-07-14    North   Spring              22\n1256   Facility 50 2020-07-13     2020-07-14    North   Spring              41\n1257   Facility 40 2020-07-10     2020-07-14    North  Barnard               0\n1258   Facility 40 2020-07-13     2020-07-14    North  Barnard              14\n1259   Facility 40 2020-07-11     2020-07-14    North  Barnard              26\n1260   Facility 40 2020-07-09     2020-07-14    North  Barnard              21\n1261   Facility 40 2020-07-08     2020-07-14    North  Barnard              31\n1262   Facility 37 2020-07-13     2020-07-14    North     Bolo               4\n1263   Facility 37 2020-07-13     2020-07-14    North     Bolo               4\n1264   Facility 37 2020-07-13     2020-07-14    North     Bolo               4\n1265   Facility 40 2020-07-07     2020-07-14    North  Barnard              16\n1266   Facility 40 2020-07-06     2020-07-14    North  Barnard              19\n1267   Facility 46 2020-07-14     2020-07-14    North    Dingo              12\n1268   Facility 40 2020-07-05     2020-07-14    North  Barnard              13\n1269   Facility 40 2020-07-04     2020-07-14    North  Barnard               9\n1270   Facility 40 2020-07-03     2020-07-14    North  Barnard               0\n1271   Facility 40 2020-07-02     2020-07-14    North  Barnard               3\n1272   Facility 26 2020-07-13     2020-07-14    North     Bolo               7\n1273   Facility 41 2020-07-13     2020-07-14    North  Barnard              11\n1274   Facility 10 2020-07-14     2020-07-14    North     Bolo               0\n1275   Facility 31 2020-07-12     2020-07-14    North    Dingo              17\n1276   Facility 14 2020-07-14     2020-07-14    North    Dingo              12\n1277   Facility 33 2020-07-13     2020-07-14    North  Barnard               1\n1278   Facility 33 2020-07-12     2020-07-14    North  Barnard               1\n1279   Facility 58 2020-07-13     2020-07-14    North   Spring               4\n1280   Facility 58 2020-07-12     2020-07-14    North   Spring              14\n1281   Facility 60 2020-07-13     2020-07-14    North     Bolo              12\n1282   Facility 14 2020-07-13     2020-07-14    North    Dingo              10\n1283   Facility 14 2020-07-12     2020-07-14    North    Dingo               8\n1284   Facility 21 2020-07-14     2020-07-14    North     Bolo               9\n1285    Facility 9 2020-07-13     2020-07-14    North   Spring              37\n1286   Facility 12 2020-07-13     2020-07-14    North    Dingo              95\n1287    Facility 1 2020-07-13     2020-07-14    North   Spring              32\n1288   Facility 15 2020-07-13     2020-07-14    North  Barnard              11\n1289   Facility 15 2020-07-12     2020-07-14    North  Barnard              27\n1290   Facility 24 2020-07-13     2020-07-14    North     Bolo              19\n1291   Facility 13 2020-07-13     2020-07-14    North     Bolo               0\n1292   Facility 38 2020-07-13     2020-07-14    North     Bolo               8\n1293   Facility 49 2020-07-13     2020-07-14    North    Dingo              36\n1294   Facility 55 2020-07-13     2020-07-14    North     Bolo              22\n1295    Facility 3 2020-07-14     2020-07-14    North    Dingo              10\n1296    Facility 2 2020-07-13     2020-07-14    North     Bolo              13\n1297   Facility 23 2020-07-13     2020-07-14    North    Dingo               6\n1298   Facility 22 2020-07-13     2020-07-14    North     Bolo               9\n1299   Facility 29 2020-07-13     2020-07-14    North    Dingo              13\n1300   Facility 27 2020-07-13     2020-07-14    North   Spring               9\n1301   Facility 27 2020-07-12     2020-07-14    North   Spring              12\n1302   Facility 25 2020-07-13     2020-07-14    North     Bolo               2\n1303   Facility 58 2020-07-11     2020-07-14    North   Spring              16\n1304   Facility 58 2020-07-10     2020-07-14    North   Spring               0\n1305   Facility 58 2020-07-09     2020-07-14    North   Spring               0\n1306   Facility 58 2020-07-08     2020-07-14    North   Spring               0\n1307   Facility 34 2020-07-13     2020-07-13    North    Dingo              10\n1308   Facility 25 2020-07-12     2020-07-13    North     Bolo               6\n1309   Facility 40 2020-07-12     2020-07-13    North  Barnard              60\n1310   Facility 41 2020-06-23     2020-07-13    North  Barnard              12\n1311    Facility 4 2020-07-13     2020-07-13    North     Bolo              25\n1312   Facility 50 2020-07-12     2020-07-13    North   Spring              18\n1313    Facility 7 2020-07-12     2020-07-13    North   Spring              26\n1314   Facility 30 2020-07-13     2020-07-13    North     Bolo              16\n1315   Facility 30 2020-07-12     2020-07-13    North     Bolo              22\n1316   Facility 37 2020-07-12     2020-07-13    North     Bolo               7\n1317   Facility 32 2020-07-13     2020-07-13    North   Spring              35\n1318   Facility 46 2020-07-13     2020-07-13    North    Dingo               2\n1319   Facility 54 2020-07-13     2020-07-13    North  Barnard               3\n1320   Facility 46 2020-07-12     2020-07-13    North    Dingo               9\n1321   Facility 10 2020-07-13     2020-07-13    North     Bolo               0\n1322   Facility 16 2020-07-12     2020-07-13    North  Barnard              30\n1323    Facility 1 2020-07-12     2020-07-13    North   Spring              34\n1324    Facility 1 2020-07-11     2020-07-13    North   Spring              55\n1325    Facility 1 2020-07-10     2020-07-13    North   Spring              12\n1326    Facility 1 2020-07-09     2020-07-13    North   Spring              27\n1327    Facility 1 2020-07-08     2020-07-13    North   Spring              38\n1328    Facility 1 2020-07-07     2020-07-13    North   Spring              12\n1329    Facility 1 2020-07-06     2020-07-13    North   Spring               4\n1330    Facility 1 2020-07-05     2020-07-13    North   Spring               9\n1331    Facility 1 2020-07-04     2020-07-13    North   Spring               3\n1332   Facility 53 2020-07-12     2020-07-13    North     Bolo              24\n1333    Facility 1 2020-07-03     2020-07-13    North   Spring               0\n1334    Facility 6 2020-07-25     2020-07-26    North    Dingo              14\n1335    Facility 6 2020-07-24     2020-07-26    North    Dingo               0\n1336   Facility 34 2020-07-26     2020-07-26    North    Dingo              10\n1337   Facility 34 2020-07-25     2020-07-26    North    Dingo               9\n1338    Facility 4 2020-07-26     2020-07-26    North     Bolo              16\n1339    Facility 7 2020-07-25     2020-07-26    North   Spring              16\n1340   Facility 47 2020-07-25     2020-07-26    North  Barnard              33\n1341   Facility 51 2020-07-25     2020-07-26    North   Spring              16\n1342   Facility 51 2020-07-23     2020-07-26    North   Spring              14\n1343   Facility 51 2020-07-22     2020-07-26    North   Spring               6\n1344   Facility 38 2020-07-26     2020-07-26    North     Bolo               8\n1345   Facility 10 2020-07-26     2020-07-26    North     Bolo               0\n1346   Facility 27 2020-07-25     2020-07-26    North   Spring               9\n1347   Facility 12 2020-07-25     2020-07-26    North    Dingo              47\n1348   Facility 14 2020-07-26     2020-07-26    North    Dingo               7\n1349   Facility 30 2020-07-26     2020-07-26    North     Bolo              14\n1350   Facility 21 2020-07-26     2020-07-26    North     Bolo              32\n1351   Facility 25 2020-07-25     2020-07-26    North     Bolo               4\n1352   Facility 11 2020-07-25     2020-07-26    North   Spring              33\n1353    Facility 2 2020-07-25     2020-07-26    North     Bolo              25\n1354    Facility 2 2020-07-23     2020-07-26    North     Bolo              10\n1355    Facility 2 2020-07-22     2020-07-26    North     Bolo              16\n1356   Facility 54 2020-07-25     2020-07-26    North  Barnard              12\n1357   Facility 54 2020-07-24     2020-07-26    North  Barnard               0\n1358   Facility 54 2020-07-23     2020-07-26    North  Barnard              12\n1359   Facility 54 2020-07-22     2020-07-26    North  Barnard               9\n1360    Facility 8 2020-07-25     2020-07-26    North     Bolo               4\n1361   Facility 36 2020-07-25     2020-07-26    North    Dingo              13\n1362   Facility 38 2020-07-25     2020-07-26    North     Bolo              12\n1363   Facility 13 2020-07-25     2020-07-26    North     Bolo               0\n1364   Facility 15 2020-07-26     2020-07-26    North  Barnard              32\n1365   Facility 53 2020-07-25     2020-07-26    North     Bolo              15\n1366   Facility 42 2020-07-25     2020-07-26    North    Dingo              25\n1367   Facility 16 2020-07-25     2020-07-26    North  Barnard              34\n1368   Facility 22 2020-07-25     2020-07-26    North     Bolo              10\n1369   Facility 55 2020-07-25     2020-07-26    North     Bolo              15\n1370   Facility 40 2020-07-25     2020-07-26    North  Barnard              47\n1371   Facility 18 2020-07-25     2020-07-26    North     Bolo               7\n1372   Facility 29 2020-07-25     2020-07-26    North    Dingo              30\n1373    Facility 3 2020-07-26     2020-07-26    North    Dingo              16\n1374   Facility 48 2020-07-25     2020-07-26    North    Dingo               8\n1375   Facility 26 2020-07-25     2020-07-26    North     Bolo               7\n1376   Facility 28 2020-06-28     2020-07-25    North   Spring              31\n1377   Facility 28 2020-06-19     2020-07-25    North   Spring               2\n1378   Facility 28 2020-06-18     2020-07-25    North   Spring               0\n1379   Facility 28 2020-06-17     2020-07-25    North   Spring               2\n1380   Facility 28 2020-06-16     2020-07-25    North   Spring              11\n1381   Facility 28 2020-06-15     2020-07-25    North   Spring              22\n1382   Facility 28 2020-06-14     2020-07-25    North   Spring              29\n1383   Facility 28 2020-06-13     2020-07-25    North   Spring              26\n1384   Facility 28 2020-06-12     2020-07-25    North   Spring               2\n1385   Facility 28 2020-06-11     2020-07-25    North   Spring               0\n1386   Facility 28 2020-06-10     2020-07-25    North   Spring              22\n1387   Facility 28 2020-06-09     2020-07-25    North   Spring              28\n1388   Facility 28 2020-06-08     2020-07-25    North   Spring              25\n1389   Facility 28 2020-06-07     2020-07-25    North   Spring               1\n1390   Facility 28 2020-06-06     2020-07-25    North   Spring               0\n1391   Facility 28 2020-06-05     2020-07-25    North   Spring               0\n1392   Facility 28 2020-06-04     2020-07-25    North   Spring              16\n1393   Facility 28 2020-06-03     2020-07-25    North   Spring              31\n1394   Facility 28 2020-06-02     2020-07-25    North   Spring               0\n1395   Facility 28 2020-06-01     2020-07-25    North   Spring               0\n1396   Facility 28 2020-05-31     2020-07-25    North   Spring               0\n1397   Facility 28 2020-05-30     2020-07-25    North   Spring              18\n1398   Facility 28 2020-05-29     2020-07-25    North   Spring               2\n1399   Facility 28 2020-05-28     2020-07-25    North   Spring               0\n1400   Facility 28 2020-05-27     2020-07-25    North   Spring              21\n1401   Facility 28 2020-05-26     2020-07-25    North   Spring              18\n1402   Facility 28 2020-05-25     2020-07-25    North   Spring              20\n1403   Facility 28 2020-05-24     2020-07-25    North   Spring              12\n1404   Facility 28 2020-05-23     2020-07-25    North   Spring              27\n1405   Facility 28 2020-05-22     2020-07-25    North   Spring               0\n1406   Facility 28 2020-05-21     2020-07-25    North   Spring               0\n1407   Facility 28 2020-05-20     2020-07-25    North   Spring              15\n1408   Facility 28 2020-05-19     2020-07-25    North   Spring              19\n1409   Facility 28 2020-05-18     2020-07-25    North   Spring               9\n1410   Facility 28 2020-05-17     2020-07-25    North   Spring               5\n1411   Facility 28 2020-05-16     2020-07-25    North   Spring               5\n1412   Facility 28 2020-07-18     2020-07-25    North   Spring              44\n1413   Facility 28 2020-07-17     2020-07-25    North   Spring               1\n1414   Facility 28 2020-07-16     2020-07-25    North   Spring              10\n1415   Facility 28 2020-07-15     2020-07-25    North   Spring              18\n1416   Facility 28 2020-07-14     2020-07-25    North   Spring              39\n1417   Facility 28 2020-07-13     2020-07-25    North   Spring              36\n1418   Facility 28 2020-07-12     2020-07-25    North   Spring              41\n1419   Facility 28 2020-07-11     2020-07-25    North   Spring               7\n1420   Facility 28 2020-07-10     2020-07-25    North   Spring               2\n1421   Facility 30 2020-07-25     2020-07-25    North     Bolo              10\n1422   Facility 30 2020-07-24     2020-07-25    North     Bolo               5\n1423   Facility 28 2020-07-09     2020-07-25    North   Spring               1\n1424   Facility 30 2020-07-23     2020-07-25    North     Bolo               6\n1425   Facility 28 2020-07-08     2020-07-25    North   Spring               3\n1426   Facility 28 2020-07-07     2020-07-25    North   Spring               0\n1427   Facility 28 2020-07-06     2020-07-25    North   Spring              24\n1428   Facility 57 2020-07-25     2020-07-25    North  Barnard               6\n1429   Facility 28 2020-07-05     2020-07-25    North   Spring              23\n1430   Facility 28 2020-07-04     2020-07-25    North   Spring              43\n1431   Facility 28 2020-07-03     2020-07-25    North   Spring               2\n1432   Facility 28 2020-07-02     2020-07-25    North   Spring              35\n1433   Facility 28 2020-07-01     2020-07-25    North   Spring              24\n1434   Facility 28 2020-06-30     2020-07-25    North   Spring              28\n1435   Facility 28 2020-06-29     2020-07-25    North   Spring               1\n1436   Facility 20 2020-07-25     2020-07-25    North  Barnard               9\n1437   Facility 20 2020-07-23     2020-07-25    North  Barnard               0\n1438   Facility 20 2020-07-22     2020-07-25    North  Barnard               9\n1439   Facility 58 2020-07-18     2020-07-25    North   Spring               8\n1440   Facility 58 2020-07-17     2020-07-25    North   Spring              23\n1441   Facility 58 2020-07-16     2020-07-25    North   Spring              16\n1442   Facility 58 2020-07-15     2020-07-25    North   Spring              16\n1443   Facility 58 2020-07-14     2020-07-25    North   Spring              11\n1444   Facility 29 2020-07-24     2020-07-25    North    Dingo               4\n1445   Facility 33 2020-07-23     2020-07-25    North  Barnard               0\n1446   Facility 33 2020-07-22     2020-07-25    North  Barnard               2\n1447    Facility 1 2020-07-24     2020-07-25    North   Spring               0\n1448    Facility 1 2020-07-23     2020-07-25    North   Spring              32\n1449    Facility 1 2020-07-22     2020-07-25    North   Spring              27\n1450   Facility 22 2020-07-24     2020-07-25    North     Bolo               0\n1451   Facility 42 2020-07-23     2020-07-25    North    Dingo              13\n1452   Facility 22 2020-07-23     2020-07-25    North     Bolo               0\n1453    Facility 6 2020-07-23     2020-07-25    North    Dingo               2\n1454   Facility 21 2020-07-25     2020-07-25    North     Bolo              19\n1455   Facility 45 2020-07-24     2020-07-25    North  Barnard             138\n1456    Facility 6 2020-07-22     2020-07-25    North    Dingo               9\n1457   Facility 60 2020-07-24     2020-07-25    North     Bolo               0\n1458    Facility 6 2020-07-21     2020-07-25    North    Dingo              10\n1459   Facility 13 2020-07-24     2020-07-25    North     Bolo               0\n1460   Facility 13 2020-07-23     2020-07-25    North     Bolo               0\n1461   Facility 12 2020-07-24     2020-07-25    North    Dingo              39\n1462   Facility 12 2020-07-24     2020-07-25    North    Dingo              39\n1463   Facility 53 2020-07-24     2020-07-25    North     Bolo               0\n1464   Facility 53 2020-07-23     2020-07-25    North     Bolo               0\n1465   Facility 53 2020-07-22     2020-07-25    North     Bolo              11\n1466   Facility 23 2020-07-24     2020-07-25    North    Dingo               0\n1467   Facility 23 2020-07-23     2020-07-25    North    Dingo               0\n1468   Facility 23 2020-07-22     2020-07-25    North    Dingo              12\n1469   Facility 31 2020-07-22     2020-07-25    North    Dingo              11\n1470   Facility 31 2020-07-21     2020-07-25    North    Dingo              13\n1471   Facility 40 2020-07-24     2020-07-25    North  Barnard               0\n1472   Facility 16 2020-07-24     2020-07-25    North  Barnard               1\n1473   Facility 23 2020-07-21     2020-07-25    North    Dingo              21\n1474   Facility 15 2020-07-25     2020-07-25    North  Barnard               1\n1475   Facility 25 2020-07-24     2020-07-25    North     Bolo               0\n1476   Facility 25 2020-07-23     2020-07-25    North     Bolo               0\n1477    Facility 7 2020-07-24     2020-07-25    North   Spring               0\n1478    Facility 7 2020-07-23     2020-07-25    North   Spring               5\n1479    Facility 7 2020-07-22     2020-07-25    North   Spring              12\n1480    Facility 7 2020-07-21     2020-07-25    North   Spring              12\n1481    Facility 7 2020-07-20     2020-07-25    North   Spring              13\n1482   Facility 25 2020-07-22     2020-07-25    North     Bolo               1\n1483   Facility 55 2020-07-24     2020-07-25    North     Bolo               1\n1484   Facility 55 2020-07-23     2020-07-25    North     Bolo              16\n1485    Facility 3 2020-07-25     2020-07-25    North    Dingo               0\n1486   Facility 26 2020-07-24     2020-07-25    North     Bolo               0\n1487   Facility 23 2020-07-20     2020-07-25    North    Dingo              24\n1488   Facility 25 2020-07-21     2020-07-25    North     Bolo               7\n1489   Facility 48 2020-07-24     2020-07-25    North    Dingo               0\n1490   Facility 48 2020-07-23     2020-07-25    North    Dingo               0\n1491   Facility 48 2020-07-22     2020-07-25    North    Dingo               0\n1492   Facility 27 2020-07-24     2020-07-25    North   Spring               0\n1493   Facility 41 2020-07-24     2020-07-25    North  Barnard               4\n1494   Facility 32 2020-07-24     2020-07-24    North   Spring               0\n1495   Facility 34 2020-07-24     2020-07-24    North    Dingo               0\n1496   Facility 40 2020-07-23     2020-07-24    North  Barnard               0\n1497   Facility 36 2020-07-24     2020-07-24    North    Dingo               0\n1498   Facility 47 2020-07-23     2020-07-24    North  Barnard               6\n1499   Facility 47 2020-07-22     2020-07-24    North  Barnard              56\n1500   Facility 50 2020-07-23     2020-07-24    North   Spring              24\n1501   Facility 50 2020-07-22     2020-07-24    North   Spring              60\n1502   Facility 50 2020-07-21     2020-07-24    North   Spring              28\n1503   Facility 50 2020-07-20     2020-07-24    North   Spring              42\n1504   Facility 50 2020-07-19     2020-07-24    North   Spring              45\n1505   Facility 26 2020-07-23     2020-07-24    North     Bolo               0\n1506    Facility 3 2020-07-24     2020-07-24    North    Dingo               0\n1507   Facility 21 2020-07-24     2020-07-24    North     Bolo              15\n1508   Facility 29 2020-07-23     2020-07-24    North    Dingo               4\n1509    Facility 9 2020-07-23     2020-07-24    North   Spring              13\n1510   Facility 16 2020-07-23     2020-07-24    North  Barnard              21\n1511   Facility 18 2020-07-24     2020-07-24    North     Bolo               0\n1512   Facility 24 2020-07-23     2020-07-24    North     Bolo              18\n1513   Facility 15 2020-07-24     2020-07-24    North  Barnard               3\n1514   Facility 36 2020-07-23     2020-07-23    North    Dingo               0\n1515    Facility 9 2020-07-22     2020-07-23    North   Spring               7\n1516   Facility 38 2020-07-22     2020-07-23    North     Bolo              16\n1517   Facility 34 2020-07-23     2020-07-23    North    Dingo               0\n1518   Facility 49 2020-07-22     2020-07-23    North    Dingo              36\n1519    Facility 8 2020-07-23     2020-07-23    North     Bolo               0\n1520    Facility 8 2020-07-22     2020-07-23    North     Bolo               3\n1521   Facility 16 2020-07-22     2020-07-23    North  Barnard               2\n1522   Facility 24 2020-07-22     2020-07-23    North     Bolo               3\n1523   Facility 18 2020-07-23     2020-07-23    North     Bolo               0\n1524   Facility 21 2020-07-23     2020-07-23    North     Bolo              17\n1525   Facility 18 2020-07-22     2020-07-23    North     Bolo               3\n1526   Facility 29 2020-07-22     2020-07-23    North    Dingo              16\n1527   Facility 15 2020-07-23     2020-07-23    North  Barnard              17\n1528   Facility 12 2020-07-22     2020-07-23    North    Dingo              31\n1529   Facility 13 2020-07-22     2020-07-23    North     Bolo               0\n1530   Facility 27 2020-07-23     2020-07-23    North   Spring               0\n1531   Facility 55 2020-07-22     2020-07-23    North     Bolo              29\n1532   Facility 27 2020-07-21     2020-07-23    North   Spring               4\n1533   Facility 26 2020-07-22     2020-07-23    North     Bolo               2\n1534   Facility 40 2020-07-22     2020-07-23    North  Barnard              20\n1535   Facility 41 2020-07-22     2020-07-23    North  Barnard              18\n1536    Facility 3 2020-07-23     2020-07-23    North    Dingo               8\n1537    Facility 1 2020-07-21     2020-07-22    North   Spring               0\n1538   Facility 36 2020-07-22     2020-07-22    North    Dingo               9\n1539   Facility 57 2020-07-22     2020-07-22    North  Barnard               6\n1540   Facility 22 2020-07-22     2020-07-22    North     Bolo              10\n1541    Facility 6 2020-07-20     2020-07-22    North    Dingo              17\n1542    Facility 6 2020-07-19     2020-07-22    North    Dingo              14\n1543   Facility 34 2020-07-22     2020-07-22    North    Dingo               8\n1544   Facility 25 2020-07-20     2020-07-22    North     Bolo               5\n1545   Facility 25 2020-07-19     2020-07-22    North     Bolo               5\n1546   Facility 19 2020-07-21     2020-07-22    North     Bolo               5\n1547    Facility 4 2020-07-22     2020-07-22    North     Bolo               6\n1548   Facility 47 2020-07-21     2020-07-22    North  Barnard              30\n1549   Facility 63 2020-07-21     2020-07-22    North  Barnard               5\n1550   Facility 63 2020-07-19     2020-07-22    North  Barnard               5\n1551   Facility 63 2020-07-20     2020-07-22    North  Barnard               6\n1552   Facility 63 2020-07-17     2020-07-22    North  Barnard               0\n1553   Facility 63 2020-07-16     2020-07-22    North  Barnard               4\n1554   Facility 63 2020-07-13     2020-07-22    North  Barnard               4\n1555   Facility 63 2020-07-15     2020-07-22    North  Barnard               5\n1556   Facility 63 2020-07-11     2020-07-22    North  Barnard               8\n1557   Facility 63 2020-07-12     2020-07-22    North  Barnard               8\n1558   Facility 63 2020-07-14     2020-07-22    North  Barnard               9\n1559   Facility 63 2020-07-18     2020-07-22    North  Barnard              14\n1560   Facility 30 2020-07-22     2020-07-22    North     Bolo               7\n1561   Facility 10 2020-07-22     2020-07-22    North     Bolo               0\n1562   Facility 14 2020-07-22     2020-07-22    North    Dingo              10\n1563   Facility 46 2020-07-21     2020-07-22    North    Dingo               4\n1564    Facility 4 2020-07-21     2020-07-22    North     Bolo               3\n1565   Facility 54 2020-07-21     2020-07-22    North  Barnard              19\n1566   Facility 51 2020-07-21     2020-07-22    North   Spring              16\n1567   Facility 37 2020-07-21     2020-07-22    North     Bolo              58\n1568   Facility 45 2020-07-21     2020-07-22    North  Barnard              51\n1569    Facility 8 2020-07-21     2020-07-22    North     Bolo               5\n1570    Facility 8 2020-07-20     2020-07-22    North     Bolo               5\n1571    Facility 8 2020-07-19     2020-07-22    North     Bolo               0\n1572    Facility 8 2020-07-18     2020-07-22    North     Bolo               9\n1573    Facility 8 2020-07-17     2020-07-22    North     Bolo               0\n1574    Facility 8 2020-07-16     2020-07-22    North     Bolo               0\n1575   Facility 16 2020-07-21     2020-07-22    North  Barnard               9\n1576    Facility 8 2020-07-15     2020-07-22    North     Bolo               5\n1577    Facility 8 2020-07-14     2020-07-22    North     Bolo               2\n1578   Facility 52 2020-07-21     2020-07-22    North     Bolo              11\n1579   Facility 29 2020-07-21     2020-07-22    North    Dingo              18\n1580   Facility 13 2020-07-21     2020-07-22    North     Bolo               0\n1581   Facility 49 2020-07-21     2020-07-22    North    Dingo              48\n1582   Facility 33 2020-07-21     2020-07-22    North  Barnard               4\n1583   Facility 33 2020-07-20     2020-07-22    North  Barnard               3\n1584   Facility 21 2020-07-22     2020-07-22    North     Bolo              24\n1585    Facility 9 2020-07-21     2020-07-22    North   Spring              34\n1586    Facility 2 2020-07-21     2020-07-22    North     Bolo              20\n1587    Facility 2 2020-07-20     2020-07-22    North     Bolo              20\n1588    Facility 2 2020-07-19     2020-07-22    North     Bolo              15\n1589   Facility 12 2020-07-21     2020-07-22    North    Dingo              69\n1590   Facility 53 2020-07-21     2020-07-22    North     Bolo               7\n1591   Facility 15 2020-07-22     2020-07-22    North  Barnard              13\n1592   Facility 55 2020-07-21     2020-07-22    North     Bolo              23\n1593    Facility 3 2020-07-22     2020-07-22    North    Dingo               8\n1594   Facility 24 2020-07-21     2020-07-22    North     Bolo              24\n1595   Facility 57 2020-07-21     2020-07-22    North  Barnard              13\n1596   Facility 42 2020-07-21     2020-07-22    North    Dingo              22\n1597   Facility 18 2020-07-21     2020-07-22    North     Bolo               4\n1598   Facility 41 2020-07-21     2020-07-22    North  Barnard              19\n1599   Facility 48 2020-07-21     2020-07-22    North    Dingo               5\n1600   Facility 40 2020-07-21     2020-07-22    North  Barnard              15\n1601   Facility 26 2020-07-21     2020-07-22    North     Bolo               5\n1602   Facility 61 2020-07-20     2020-07-21    North  Barnard               9\n1603   Facility 22 2020-07-21     2020-07-21    North     Bolo              10\n1604   Facility 36 2020-07-21     2020-07-21    North    Dingo               0\n1605   Facility 36 2020-07-20     2020-07-21    North    Dingo               0\n1606   Facility 36 2020-07-19     2020-07-21    North    Dingo              10\n1607   Facility 36 2020-07-18     2020-07-21    North    Dingo              12\n1608   Facility 51 2020-07-20     2020-07-21    North   Spring               8\n1609   Facility 51 2020-07-19     2020-07-21    North   Spring              24\n1610    Facility 1 2020-07-20     2020-07-21    North   Spring              30\n1611   Facility 34 2020-07-21     2020-07-21    North    Dingo              13\n1612   Facility 35 2020-07-20     2020-07-21    North   Spring             104\n1613   Facility 64 2020-07-20     2020-07-21    North    Dingo              15\n1614   Facility 64 2020-07-19     2020-07-21    North    Dingo              10\n1615   Facility 64 2020-07-18     2020-07-21    North    Dingo               7\n1616   Facility 64 2020-07-17     2020-07-21    North    Dingo               0\n1617   Facility 64 2020-07-15     2020-07-21    North    Dingo               7\n1618   Facility 64 2020-07-14     2020-07-21    North    Dingo               0\n1619   Facility 64 2020-07-13     2020-07-21    North    Dingo               0\n1620   Facility 64 2020-07-16     2020-07-21    North    Dingo               5\n1621   Facility 37 2020-07-20     2020-07-21    North     Bolo              77\n1622   Facility 19 2020-07-20     2020-07-21    North     Bolo               6\n1623   Facility 38 2020-07-21     2020-07-21    North     Bolo               5\n1624   Facility 52 2020-07-20     2020-07-21    North     Bolo              12\n1625   Facility 30 2020-07-21     2020-07-21    North     Bolo               8\n1626   Facility 14 2020-07-21     2020-07-21    North    Dingo               9\n1627   Facility 10 2020-07-21     2020-07-21    North     Bolo               0\n1628    Facility 5 2020-07-20     2020-07-21    North     Bolo              25\n1629    Facility 5 2020-07-19     2020-07-21    North     Bolo              21\n1630    Facility 5 2020-07-18     2020-07-21    North     Bolo              31\n1631    Facility 1 2020-07-02     2020-07-13    North   Spring              53\n1632    Facility 1 2020-07-01     2020-07-13    North   Spring               0\n1633   Facility 21 2020-07-13     2020-07-13    North     Bolo              16\n1634    Facility 1 2020-06-30     2020-07-13    North   Spring               0\n1635    Facility 1 2020-06-29     2020-07-13    North   Spring               1\n1636    Facility 1 2020-06-28     2020-07-13    North   Spring               0\n1637   Facility 29 2020-07-12     2020-07-13    North    Dingo              28\n1638   Facility 26 2020-07-12     2020-07-13    North     Bolo               4\n1639   Facility 49 2020-07-12     2020-07-13    North    Dingo              40\n1640   Facility 64 2020-07-12     2020-07-13    North    Dingo               9\n1641   Facility 12 2020-07-12     2020-07-13    North    Dingo              60\n1642   Facility 51 2020-07-12     2020-07-13    North   Spring              31\n1643    Facility 8 2020-07-12     2020-07-13    North     Bolo               0\n1644   Facility 13 2020-07-12     2020-07-13    North     Bolo               0\n1645   Facility 24 2020-07-12     2020-07-13    North     Bolo               8\n1646    Facility 9 2020-07-12     2020-07-13    North   Spring              53\n1647    Facility 2 2020-07-12     2020-07-13    North     Bolo              38\n1648   Facility 41 2020-07-11     2020-07-13    North  Barnard              11\n1649   Facility 41 2020-07-12     2020-07-13    North  Barnard              20\n1650   Facility 42 2020-07-12     2020-07-13    North    Dingo              26\n1651    Facility 3 2020-07-13     2020-07-13    North    Dingo               9\n1652   Facility 55 2020-07-12     2020-07-13    North     Bolo              25\n1653   Facility 42 2020-07-11     2020-07-13    North    Dingo              25\n1654   Facility 23 2020-07-12     2020-07-13    North    Dingo               7\n1655   Facility 60 2020-07-12     2020-07-13    North     Bolo              12\n1656   Facility 48 2020-07-12     2020-07-13    North    Dingo               6\n1657   Facility 48 2020-07-11     2020-07-13    North    Dingo              11\n1658   Facility 15 2020-07-03     2020-07-12    North  Barnard              NA\n1659   Facility 23 2020-07-11     2020-07-12    North    Dingo              19\n1660   Facility 38 2020-07-11     2020-07-12    North     Bolo               8\n1661   Facility 25 2020-07-11     2020-07-12    North     Bolo               0\n1662   Facility 22 2020-06-28     2020-07-12    North     Bolo              17\n1663   Facility 22 2020-07-11     2020-07-12    North     Bolo              10\n1664   Facility 64 2020-07-11     2020-07-12    North    Dingo               9\n1665    Facility 3 2020-07-12     2020-07-12    North    Dingo              21\n1666   Facility 64 2020-07-10     2020-07-12    North    Dingo               0\n1667   Facility 64 2020-07-09     2020-07-12    North    Dingo               7\n1668   Facility 31 2020-07-11     2020-07-12    North    Dingo               5\n1669   Facility 64 2020-07-08     2020-07-12    North    Dingo              12\n1670   Facility 18 2020-07-11     2020-07-12    North     Bolo               4\n1671   Facility 18 2020-07-09     2020-07-12    North     Bolo               0\n1672   Facility 64 2020-07-07     2020-07-12    North    Dingo              11\n1673   Facility 64 2020-07-05     2020-07-12    North    Dingo               0\n1674   Facility 27 2020-07-11     2020-07-12    North   Spring              22\n1675   Facility 26 2020-07-11     2020-07-12    North     Bolo              10\n1676   Facility 11 2020-07-11     2020-07-12    North   Spring              96\n1677   Facility 64 2020-07-04     2020-07-12    North    Dingo              12\n1678   Facility 64 2020-07-03     2020-07-12    North    Dingo              15\n1679   Facility 11 2020-07-10     2020-07-12    North   Spring               2\n1680   Facility 11 2020-07-10     2020-07-12    North   Spring               2\n1681   Facility 64 2020-07-02     2020-07-12    North    Dingo              12\n1682   Facility 64 2020-07-01     2020-07-12    North    Dingo              18\n1683   Facility 64 2020-06-30     2020-07-12    North    Dingo              26\n1684   Facility 64 2020-06-29     2020-07-12    North    Dingo               2\n1685   Facility 34 2020-07-11     2020-07-11    North    Dingo              13\n1686   Facility 39 2020-07-10     2020-07-11    North   Spring               8\n1687    Facility 5 2020-07-10     2020-07-11    North     Bolo               0\n1688   Facility 19 2020-07-10     2020-07-11    North     Bolo               5\n1689   Facility 35 2020-07-10     2020-07-11    North   Spring              43\n1690   Facility 32 2020-07-09     2020-07-11    North   Spring              45\n1691   Facility 35 2020-07-09     2020-07-11    North   Spring             126\n1692   Facility 32 2020-07-07     2020-07-11    North   Spring              39\n1693   Facility 29 2020-07-10     2020-07-11    North    Dingo               0\n1694   Facility 29 2020-07-09     2020-07-11    North    Dingo               0\n1695    Facility 7 2020-07-10     2020-07-11    North   Spring               0\n1696    Facility 7 2020-07-09     2020-07-11    North   Spring               3\n1697    Facility 7 2020-07-08     2020-07-11    North   Spring              31\n1698   Facility 46 2020-07-11     2020-07-11    North    Dingo               8\n1699   Facility 36 2020-07-11     2020-07-11    North    Dingo              14\n1700   Facility 36 2020-07-10     2020-07-11    North    Dingo               0\n1701   Facility 37 2020-07-10     2020-07-11    North     Bolo               3\n1702   Facility 50 2020-07-10     2020-07-11    North   Spring               9\n1703   Facility 50 2020-07-09     2020-07-11    North   Spring              64\n1704   Facility 50 2020-07-08     2020-07-11    North   Spring              99\n1705   Facility 37 2020-07-09     2020-07-11    North     Bolo              13\n1706   Facility 37 2020-07-09     2020-07-11    North     Bolo              13\n1707   Facility 37 2020-07-08     2020-07-11    North     Bolo               9\n1708    Facility 5 2020-07-11     2020-07-11    North     Bolo              20\n1709    Facility 5 2020-07-09     2020-07-11    North     Bolo               5\n1710   Facility 10 2020-07-11     2020-07-11    North     Bolo               0\n1711   Facility 10 2020-07-10     2020-07-11    North     Bolo               0\n1712   Facility 10 2020-07-09     2020-07-11    North     Bolo               0\n1713   Facility 25 2020-07-10     2020-07-11    North     Bolo               0\n1714   Facility 25 2020-07-09     2020-07-11    North     Bolo               0\n1715   Facility 25 2020-07-08     2020-07-11    North     Bolo               6\n1716   Facility 19 2020-07-09     2020-07-11    North     Bolo               6\n1717   Facility 31 2020-07-10     2020-07-11    North    Dingo               0\n1718   Facility 31 2020-07-09     2020-07-11    North    Dingo               0\n1719   Facility 31 2020-07-08     2020-07-11    North    Dingo              18\n1720   Facility 30 2020-07-11     2020-07-11    North     Bolo              19\n1721   Facility 30 2020-07-10     2020-07-11    North     Bolo              12\n1722    Facility 4 2020-07-10     2020-07-11    North     Bolo               0\n1723    Facility 4 2020-07-09     2020-07-11    North     Bolo              14\n1724   Facility 52 2020-07-10     2020-07-11    North     Bolo              23\n1725   Facility 52 2020-07-09     2020-07-11    North     Bolo              12\n1726   Facility 52 2020-07-08     2020-07-11    North     Bolo               9\n1727   Facility 21 2020-07-11     2020-07-11    North     Bolo              24\n1728   Facility 12 2020-07-10     2020-07-11    North    Dingo              60\n1729   Facility 12 2020-07-09     2020-07-10    North    Dingo              35\n1730   Facility 46 2020-07-10     2020-07-11    North    Dingo               0\n1731   Facility 46 2020-07-09     2020-07-11    North    Dingo               0\n1732   Facility 13 2020-07-10     2020-07-11    North     Bolo               0\n1733   Facility 13 2020-07-09     2020-07-11    North     Bolo               0\n1734   Facility 51 2020-07-09     2020-07-11    North   Spring               0\n1735   Facility 42 2020-07-09     2020-07-11    North    Dingo              24\n1736   Facility 23 2020-07-10     2020-07-11    North    Dingo               0\n1737   Facility 23 2020-07-09     2020-07-11    North    Dingo               0\n1738   Facility 23 2020-07-08     2020-07-11    North    Dingo               7\n1739   Facility 27 2020-07-10     2020-07-11    North   Spring               0\n1740   Facility 55 2020-07-10     2020-07-11    North     Bolo               7\n1741   Facility 27 2020-07-09     2020-07-11    North   Spring               0\n1742   Facility 55 2020-07-09     2020-07-11    North     Bolo              10\n1743   Facility 15 2020-07-10     2020-07-11    North  Barnard              NA\n1744   Facility 24 2020-07-10     2020-07-11    North     Bolo              35\n1745   Facility 22 2020-07-09     2020-07-11    North     Bolo               1\n1746   Facility 55 2020-07-08     2020-07-11    North     Bolo               6\n1747   Facility 26 2020-07-10     2020-07-11    North     Bolo               0\n1748    Facility 3 2020-07-11     2020-07-11    North    Dingo               0\n1749   Facility 34 2020-07-10     2020-07-10    North    Dingo               0\n1750   Facility 34 2020-07-09     2020-07-10    North    Dingo               0\n1751   Facility 58 2020-07-07     2020-07-10    North   Spring               0\n1752   Facility 58 2020-07-06     2020-07-10    North   Spring               7\n1753   Facility 58 2020-07-05     2020-07-10    North   Spring              16\n1754   Facility 14 2020-07-09     2020-07-10    North    Dingo               0\n1755   Facility 14 2020-07-06     2020-07-10    North    Dingo               6\n1756   Facility 14 2020-07-08     2020-07-10    North    Dingo              21\n1757   Facility 14 2020-07-07     2020-07-10    North    Dingo              10\n1758   Facility 32 2020-07-10     2020-07-10    North   Spring               0\n1759   Facility 18 2020-07-10     2020-07-10    North     Bolo               0\n1760    Facility 3 2020-07-10     2020-07-10    North    Dingo               0\n1761   Facility 26 2020-07-09     2020-07-10    North     Bolo               0\n1762   Facility 21 2020-07-10     2020-07-10    North     Bolo              15\n1763   Facility 39 2020-07-09     2020-07-10    North   Spring              29\n1764   Facility 39 2020-07-08     2020-07-10    North   Spring              17\n1765   Facility 39 2020-07-07     2020-07-10    North   Spring              12\n1766   Facility 39 2020-07-06     2020-07-10    North   Spring              25\n1767   Facility 11 2020-07-09     2020-07-10    North   Spring              50\n1768   Facility 39 2020-07-05     2020-07-10    North   Spring              34\n1769   Facility 39 2020-07-04     2020-07-10    North   Spring              35\n1770   Facility 39 2020-07-03     2020-07-10    North   Spring              29\n1771   Facility 39 2020-07-02     2020-07-10    North   Spring              19\n1772   Facility 24 2020-07-09     2020-07-10    North     Bolo              11\n1773   Facility 39 2020-07-01     2020-07-10    North   Spring              14\n1774    Facility 2 2020-07-09     2020-07-10    North     Bolo              30\n1775   Facility 65 2020-06-25     2020-07-10    North   Spring              NA\n1776   Facility 38 2020-07-10     2020-07-10    North     Bolo               0\n1777    Facility 4 2020-07-08     2020-07-09    North     Bolo              31\n1778   Facility 36 2020-07-09     2020-07-09    North    Dingo               0\n1779   Facility 35 2020-07-08     2020-07-09    North   Spring              98\n1780    Facility 2 2020-07-08     2020-07-09    North     Bolo              45\n1781    Facility 2 2020-07-07     2020-07-09    North     Bolo              49\n1782   Facility 30 2020-07-09     2020-07-09    North     Bolo              15\n1783   Facility 13 2020-07-08     2020-07-09    North     Bolo               0\n1784   Facility 24 2020-07-08     2020-07-09    North     Bolo               6\n1785   Facility 49 2020-07-08     2020-07-09    North    Dingo              12\n1786   Facility 21 2020-07-09     2020-07-09    North     Bolo              24\n1787    Facility 9 2020-07-08     2020-07-09    North   Spring              25\n1788    Facility 8 2020-07-08     2020-07-09    North     Bolo               0\n1789   Facility 26 2020-07-08     2020-07-09    North     Bolo               6\n1790   Facility 46 2020-07-08     2020-07-09    North    Dingo               4\n1791   Facility 19 2020-07-08     2020-07-09    North     Bolo              12\n1792   Facility 29 2020-07-08     2020-07-09    North    Dingo              26\n1793   Facility 50 2020-07-07     2020-07-09    North   Spring              81\n1794   Facility 12 2020-07-08     2020-07-09    North    Dingo              57\n1795   Facility 48 2020-07-08     2020-07-09    North    Dingo              12\n1796   Facility 51 2020-07-08     2020-07-09    North   Spring               2\n1797    Facility 3 2020-07-09     2020-07-09    North    Dingo               6\n1798   Facility 18 2020-07-08     2020-07-09    North     Bolo               6\n1799   Facility 18 2020-07-07     2020-07-09    North     Bolo               1\n1800   Facility 11 2020-07-08     2020-07-09    North   Spring              48\n1801   Facility 38 2020-07-09     2020-07-09    North     Bolo               0\n1802   Facility 42 2020-07-08     2020-07-09    North    Dingo              20\n1803   Facility 42 2020-07-06     2020-07-09    North    Dingo              16\n1804   Facility 30 2020-07-08     2020-07-08    North     Bolo               9\n1805   Facility 10 2020-06-29     2020-06-30    North     Bolo               0\n1806   Facility 52 2020-06-22     2020-07-04    North     Bolo              15\n1807   Facility 52 2020-06-25     2020-07-05    North     Bolo              18\n1808   Facility 38 2020-07-08     2020-07-08    North     Bolo               8\n1809    Facility 5 2020-07-08     2020-07-08    North     Bolo              14\n1810   Facility 52 2020-06-20     2020-07-04    North     Bolo              13\n1811   Facility 36 2020-07-08     2020-07-08    North    Dingo              11\n1812   Facility 20 2020-07-21     2020-07-25    North  Barnard               8\n1813   Facility 20 2020-07-20     2020-07-25    North  Barnard               5\n1814   Facility 20 2020-07-24     2020-07-25    North  Barnard               2\n1815   Facility 37 2020-07-24     2020-07-25    North     Bolo               1\n1816   Facility 37 2020-07-23     2020-07-25    North     Bolo               6\n1817   Facility 37 2020-07-22     2020-07-25    North     Bolo               2\n1818   Facility 32 2020-07-25     2020-07-25    North   Spring              51\n1819   Facility 32 2020-07-23     2020-07-25    North   Spring              11\n1820   Facility 14 2020-07-25     2020-07-25    North    Dingo               6\n1821   Facility 32 2020-07-22     2020-07-25    North   Spring              32\n1822   Facility 32 2020-07-21     2020-07-25    North   Spring              30\n1823   Facility 32 2020-07-20     2020-07-25    North   Spring              27\n1824   Facility 32 2020-07-19     2020-07-25    North   Spring              39\n1825   Facility 50 2020-07-24     2020-07-25    North   Spring               1\n1826   Facility 10 2020-07-25     2020-07-25    North     Bolo               0\n1827   Facility 10 2020-07-24     2020-07-25    North     Bolo               0\n1828   Facility 10 2020-07-23     2020-07-25    North     Bolo               0\n1829   Facility 58 2020-07-21     2020-07-25    North   Spring              19\n1830   Facility 58 2020-07-19     2020-07-25    North   Spring              40\n1831   Facility 32 2020-07-16     2020-07-17    North   Spring               0\n1832   Facility 32 2020-07-17     2020-07-17    North   Spring               0\n1833   Facility 55 2020-07-16     2020-07-17    North     Bolo              24\n1834   Facility 55 2020-07-15     2020-07-17    North     Bolo               3\n1835   Facility 30 2020-07-17     2020-07-17    North     Bolo              15\n1836   Facility 30 2020-07-16     2020-07-17    North     Bolo              18\n1837   Facility 30 2020-07-16     2020-07-17    North     Bolo              18\n1838   Facility 60 2020-07-16     2020-07-17    North     Bolo               0\n1839   Facility 49 2020-07-15     2020-07-17    North    Dingo              45\n1840   Facility 29 2020-07-16     2020-07-17    North    Dingo               4\n1841   Facility 48 2020-07-17     2020-07-17    North    Dingo               0\n1842   Facility 21 2020-07-17     2020-07-17    North     Bolo               7\n1843   Facility 21 2020-07-17     2020-07-17    North     Bolo               7\n1844   Facility 15 2020-07-16     2020-07-17    North  Barnard              13\n1845   Facility 16 2020-07-16     2020-07-17    North  Barnard              27\n1846   Facility 26 2020-07-16     2020-07-17    North     Bolo               0\n1847    Facility 9 2020-07-16     2020-07-17    North   Spring               9\n1848   Facility 20 2020-07-16     2020-07-17    North  Barnard              13\n1849   Facility 20 2020-07-16     2020-07-17    North  Barnard              13\n1850   Facility 12 2020-07-16     2020-07-17    North    Dingo              70\n1851    Facility 1 2020-07-16     2020-07-17    North   Spring              21\n1852   Facility 11 2020-07-16     2020-07-17    North   Spring              32\n1853   Facility 40 2020-07-16     2020-07-17    North  Barnard              15\n1854    Facility 3 2020-07-17     2020-07-17    North    Dingo               0\n1855    Facility 2 2020-07-16     2020-07-17    North     Bolo              25\n1856   Facility 34 2020-07-16     2020-07-16    North    Dingo               0\n1857   Facility 35 2020-07-14     2020-07-16    North   Spring              82\n1858   Facility 35 2020-07-13     2020-07-16    North   Spring             157\n1859   Facility 35 2020-07-12     2020-07-16    North   Spring              68\n1860   Facility 32 2020-07-05     2020-07-08    North   Spring              NA\n1861   Facility 32 2020-07-02     2020-07-08    North   Spring              NA\n1862   Facility 32 2020-07-01     2020-07-08    North   Spring              NA\n1863   Facility 34 2020-07-08     2020-07-08    North    Dingo              11\n1864   Facility 55 2020-07-07     2020-07-08    North     Bolo               4\n1865   Facility 22 2020-07-08     2020-07-08    North     Bolo              10\n1866   Facility 55 2020-07-06     2020-07-08    North     Bolo               4\n1867   Facility 55 2020-07-05     2020-07-08    North     Bolo               7\n1868   Facility 55 2020-07-04     2020-07-08    North     Bolo              17\n1869   Facility 60 2020-07-07     2020-07-08    North     Bolo               9\n1870   Facility 10 2020-07-08     2020-07-08    North     Bolo               0\n1871   Facility 37 2020-07-07     2020-07-08    North     Bolo              11\n1872   Facility 21 2020-07-08     2020-07-08    North     Bolo              45\n1873   Facility 36 2020-07-07     2020-07-08    North    Dingo              12\n1874   Facility 52 2020-07-07     2020-07-08    North     Bolo              24\n1875   Facility 52 2020-07-06     2020-07-08    North     Bolo              19\n1876   Facility 13 2020-07-07     2020-07-08    North     Bolo               0\n1877    Facility 9 2020-07-07     2020-07-08    North   Spring              40\n1878   Facility 19 2020-07-07     2020-07-08    North     Bolo              40\n1879   Facility 12 2020-07-07     2020-07-08    North    Dingo              28\n1880    Facility 8 2020-07-07     2020-07-08    North     Bolo               4\n1881   Facility 31 2020-07-07     2020-07-08    North    Dingo              15\n1882   Facility 49 2020-07-07     2020-07-08    North    Dingo              52\n1883   Facility 29 2020-07-07     2020-07-08    North    Dingo              17\n1884   Facility 30 2020-07-07     2020-07-07    North     Bolo              16\n1885   Facility 30 2020-07-06     2020-07-07    North     Bolo              26\n1886    Facility 4 2020-07-07     2020-07-07    North     Bolo              22\n1887   Facility 50 2020-07-06     2020-07-07    North   Spring             109\n1888   Facility 35 2020-07-04     2020-07-07    North   Spring              78\n1889   Facility 35 2020-07-06     2020-07-07    North   Spring              60\n1890   Facility 35 2020-07-05     2020-07-07    North   Spring              81\n1891   Facility 35 2020-07-07     2020-07-07    North   Spring              27\n1892    Facility 5 2020-07-06     2020-07-07    North     Bolo              11\n1893    Facility 5 2020-07-07     2020-07-07    North     Bolo              11\n1894   Facility 18 2020-07-06     2020-07-07    North     Bolo               6\n1895   Facility 30 2020-07-05     2020-07-07    North     Bolo              12\n1896   Facility 30 2020-07-04     2020-07-07    North     Bolo               7\n1897   Facility 30 2020-07-03     2020-07-07    North     Bolo              11\n1898   Facility 46 2020-07-07     2020-07-07    North    Dingo               6\n1899   Facility 46 2020-07-06     2020-07-07    North    Dingo              15\n1900   Facility 29 2020-07-06     2020-07-07    North    Dingo              21\n1901   Facility 60 2020-07-06     2020-07-07    North     Bolo               6\n1902   Facility 34 2020-07-07     2020-07-07    North    Dingo               9\n1903   Facility 48 2020-07-06     2020-07-07    North    Dingo               6\n1904   Facility 10 2020-07-07     2020-07-07    North     Bolo               0\n1905   Facility 38 2020-07-07     2020-07-07    North     Bolo               9\n1906   Facility 23 2020-07-06     2020-07-07    North    Dingo               0\n1907   Facility 19 2020-07-06     2020-07-07    North     Bolo               0\n1908   Facility 34 2020-07-06     2020-07-07    North    Dingo              15\n1909   Facility 12 2020-07-06     2020-07-07    North    Dingo              12\n1910   Facility 12 2020-07-05     2020-07-07    North    Dingo              31\n1911   Facility 12 2020-07-04     2020-07-07    North    Dingo              39\n1912   Facility 12 2020-07-03     2020-07-07    North    Dingo              40\n1913   Facility 12 2020-06-30     2020-07-07    North    Dingo              44\n1914   Facility 12 2020-07-01     2020-07-07    North    Dingo              30\n1915   Facility 12 2020-07-02     2020-07-07    North    Dingo              52\n1916   Facility 21 2020-07-07     2020-07-07    North     Bolo              26\n1917   Facility 12 2020-06-29     2020-07-07    North    Dingo              34\n1918   Facility 53 2020-07-06     2020-07-07    North     Bolo              11\n1919   Facility 36 2020-07-06     2020-07-07    North    Dingo              14\n1920    Facility 8 2020-07-06     2020-07-07    North     Bolo               7\n1921   Facility 24 2020-07-06     2020-07-07    North     Bolo               7\n1922   Facility 64 2020-07-06     2020-07-07    North    Dingo              19\n1923    Facility 2 2020-07-06     2020-07-07    North     Bolo              32\n1924    Facility 7 2020-07-06     2020-07-07    North   Spring              19\n1925   Facility 37 2020-07-06     2020-07-07    North     Bolo              11\n1926   Facility 13 2020-07-06     2020-07-07    North     Bolo               0\n1927   Facility 49 2020-07-06     2020-07-07    North    Dingo              58\n1928   Facility 31 2020-07-06     2020-07-07    North    Dingo              11\n1929   Facility 31 2020-07-04     2020-07-07    North    Dingo               0\n1930    Facility 3 2020-07-07     2020-07-07    North    Dingo              21\n1931   Facility 11 2020-07-06     2020-07-07    North   Spring              62\n1932   Facility 51 2020-07-06     2020-07-07    North   Spring              NA\n1933   Facility 25 2020-07-06     2020-07-07    North     Bolo               3\n1934   Facility 27 2020-07-06     2020-07-07    North   Spring              12\n1935   Facility 26 2020-07-06     2020-07-07    North     Bolo               6\n1936   Facility 27 2020-07-05     2020-07-07    North   Spring              11\n1937    Facility 9 2020-07-06     2020-07-07    North   Spring              42\n1938   Facility 52 2020-07-05     2020-07-06    North     Bolo              18\n1939   Facility 29 2020-07-05     2020-07-06    North    Dingo              25\n1940   Facility 51 2020-07-05     2020-07-06    North   Spring              NA\n1941   Facility 48 2020-07-05     2020-07-06    North    Dingo               9\n1942    Facility 4 2020-07-06     2020-07-06    North     Bolo              33\n1943    Facility 5 2020-07-05     2020-07-06    North     Bolo              12\n1944   Facility 22 2020-07-06     2020-07-06    North     Bolo              12\n1945   Facility 22 2020-06-25     2020-07-06    North     Bolo               0\n1946   Facility 22 2020-06-27     2020-07-06    North     Bolo               8\n1947   Facility 22 2020-06-24     2020-07-06    North     Bolo              13\n1948   Facility 38 2020-07-06     2020-07-06    North     Bolo              10\n1949   Facility 10 2020-07-06     2020-07-06    North     Bolo               0\n1950   Facility 19 2020-07-05     2020-07-06    North     Bolo               0\n1951   Facility 37 2020-07-05     2020-07-06    North     Bolo               5\n1952   Facility 33 2020-07-05     2020-07-06    North  Barnard               5\n1953   Facility 49 2020-07-05     2020-07-06    North    Dingo               1\n1954   Facility 21 2020-07-06     2020-07-06    North     Bolo              27\n1955   Facility 13 2020-07-05     2020-07-06    North     Bolo               0\n1956    Facility 9 2020-07-05     2020-07-06    North   Spring              40\n1957    Facility 9 2020-07-04     2020-07-06    North   Spring              24\n1958    Facility 9 2020-07-03     2020-07-06    North   Spring               0\n1959   Facility 50 2020-07-05     2020-07-06    North   Spring              85\n1960   Facility 60 2020-07-05     2020-07-06    North     Bolo              11\n1961   Facility 24 2020-07-05     2020-07-06    North     Bolo               7\n1962   Facility 11 2020-07-05     2020-07-06    North   Spring              49\n1963   Facility 46 2020-07-05     2020-07-06    North    Dingo              13\n1964    Facility 3 2020-07-06     2020-07-06    North    Dingo               9\n1965   Facility 42 2020-07-05     2020-07-06    North    Dingo              24\n1966    Facility 8 2020-07-05     2020-07-06    North     Bolo               5\n1967   Facility 38 2020-07-05     2020-07-06    North     Bolo               7\n1968   Facility 31 2020-07-05     2020-07-06    North    Dingo              13\n1969    Facility 2 2020-07-05     2020-07-06    North     Bolo              11\n1970   Facility 53 2020-07-05     2020-07-06    North     Bolo              12\n1971   Facility 22 2020-07-05     2020-07-06    North     Bolo              10\n1972   Facility 23 2020-07-05     2020-07-06    North    Dingo               0\n1973   Facility 26 2020-07-05     2020-07-06    North     Bolo               8\n1974   Facility 25 2020-07-05     2020-07-06    North     Bolo               0\n1975   Facility 41 2020-07-05     2020-07-06    North  Barnard               5\n1976   Facility 42 2020-07-04     2020-07-05    North    Dingo              41\n1977   Facility 42 2020-07-02     2020-07-05    North    Dingo              17\n1978   Facility 42 2020-07-01     2020-07-05    North    Dingo              31\n1979   Facility 36 2020-07-05     2020-07-05    North    Dingo              15\n1980   Facility 42 2020-06-30     2020-07-05    North    Dingo              17\n1981   Facility 42 2020-06-28     2020-07-05    North    Dingo              24\n1982   Facility 42 2020-06-27     2020-07-05    North    Dingo              28\n1983   Facility 42 2020-06-25     2020-07-05    North    Dingo              16\n1984   Facility 50 2020-06-28     2020-07-05    North   Spring              66\n1985   Facility 58 2020-07-04     2020-07-05    North   Spring               0\n1986   Facility 58 2020-07-03     2020-07-05    North   Spring              25\n1987   Facility 58 2020-07-02     2020-07-05    North   Spring              12\n1988   Facility 50 2020-07-04     2020-07-05    North   Spring              59\n1989   Facility 34 2020-07-05     2020-07-05    North    Dingo              13\n1990   Facility 42 2020-06-24     2020-07-05    North    Dingo              19\n1991   Facility 42 2020-06-23     2020-07-05    North    Dingo              23\n1992   Facility 42 2020-06-22     2020-07-05    North    Dingo              32\n1993   Facility 42 2020-05-21     2020-07-05    North    Dingo              33\n1994   Facility 42 2020-06-20     2020-07-05    North    Dingo              38\n1995   Facility 42 2020-06-18     2020-07-05    North    Dingo              10\n1996    Facility 7 2020-07-05     2020-07-05    North   Spring              26\n1997   Facility 42 2020-06-17     2020-07-05    North    Dingo              22\n1998   Facility 42 2020-06-09     2020-07-05    North    Dingo              25\n1999   Facility 14 2020-07-05     2020-07-05    North    Dingo              14\n2000   Facility 48 2020-07-04     2020-07-05    North    Dingo               6\n2001   Facility 48 2020-07-01     2020-07-05    North    Dingo              14\n2002   Facility 52 2020-07-04     2020-07-05    North     Bolo              20\n2003   Facility 52 2020-07-03     2020-07-05    North     Bolo              16\n2004   Facility 52 2020-07-02     2020-07-05    North     Bolo              24\n2005   Facility 52 2020-07-01     2020-07-05    North     Bolo              10\n2006   Facility 52 2020-06-30     2020-07-05    North     Bolo              23\n2007   Facility 52 2020-06-29     2020-07-05    North     Bolo              16\n2008   Facility 52 2020-06-27     2020-07-05    North     Bolo              19\n2009   Facility 52 2020-06-28     2020-07-05    North     Bolo              17\n2010   Facility 19 2020-07-04     2020-07-05    North     Bolo              26\n2011    Facility 4 2020-06-26     2020-07-05    North     Bolo               0\n2012    Facility 4 2020-07-05     2020-07-05    North     Bolo              22\n2013    Facility 7 2020-07-02     2020-07-05    North   Spring              10\n2014    Facility 7 2020-07-03     2020-07-05    North   Spring               4\n2015    Facility 7 2020-07-03     2020-07-05    North   Spring               4\n2016   Facility 29 2020-07-04     2020-07-05    North    Dingo              34\n2017    Facility 7 2020-07-04     2020-07-05    North   Spring              35\n2018   Facility 24 2020-06-26     2020-07-05    North     Bolo              10\n2019   Facility 24 2020-06-25     2020-07-05    North     Bolo              27\n2020   Facility 33 2020-07-04     2020-07-05    North  Barnard               3\n2021   Facility 22 2020-06-23     2020-07-05    North     Bolo               7\n2022   Facility 22 2020-06-22     2020-07-05    North     Bolo              12\n2023   Facility 22 2020-06-21     2020-07-05    North     Bolo               6\n2024   Facility 10 2020-07-05     2020-07-05    North     Bolo               0\n2025   Facility 22 2020-06-20     2020-07-05    North     Bolo               7\n2026   Facility 38 2020-06-23     2020-07-05    North     Bolo               9\n2027   Facility 38 2020-06-28     2020-07-05    North     Bolo               7\n2028   Facility 22 2020-06-16     2020-07-05    North     Bolo              11\n2029   Facility 22 2020-06-15     2020-07-05    North     Bolo               3\n2030   Facility 38 2020-07-04     2020-07-05    North     Bolo              12\n2031   Facility 22 2020-06-14     2020-07-05    North     Bolo              12\n2032   Facility 22 2020-06-13     2020-07-05    North     Bolo               9\n2033   Facility 52 2020-06-26     2020-07-05    North     Bolo               4\n2034    Facility 4 2020-07-04     2020-07-05    North     Bolo              41\n2035    Facility 4 2020-07-02     2020-07-05    North     Bolo              10\n2036   Facility 49 2020-07-04     2020-07-05    North    Dingo               0\n2037   Facility 24 2020-06-24     2020-07-05    North     Bolo               9\n2038    Facility 8 2020-07-04     2020-07-05    North     Bolo               2\n2039    Facility 8 2020-07-01     2020-07-05    North     Bolo               8\n2040    Facility 8 2020-06-30     2020-07-05    North     Bolo               5\n2041    Facility 8 2020-06-29     2020-07-05    North     Bolo               0\n2042    Facility 8 2020-06-28     2020-07-05    North     Bolo               8\n2043    Facility 8 2020-06-23     2020-07-05    North     Bolo               4\n2044    Facility 8 2020-06-17     2020-07-05    North     Bolo               0\n2045   Facility 21 2020-07-05     2020-07-05    North     Bolo              18\n2046   Facility 13 2020-07-04     2020-07-05    North     Bolo               0\n2047   Facility 24 2020-06-23     2020-07-05    North     Bolo               9\n2048   Facility 24 2020-06-22     2020-07-05    North     Bolo              10\n2049   Facility 51 2020-07-04     2020-07-05    North   Spring              NA\n2050   Facility 24 2020-06-21     2020-07-05    North     Bolo              15\n2051   Facility 18 2020-07-04     2020-07-05    North     Bolo               4\n2052   Facility 46 2020-07-04     2020-07-05    North    Dingo              19\n2053   Facility 11 2020-07-04     2020-07-05    North   Spring              89\n2054   Facility 26 2020-07-04     2020-07-05    North     Bolo              11\n2055   Facility 25 2020-06-17     2020-07-05    North     Bolo               0\n2056   Facility 25 2020-07-04     2020-07-05    North     Bolo               3\n2057   Facility 24 2020-06-20     2020-07-05    North     Bolo              34\n2058   Facility 25 2020-06-09     2020-07-05    North     Bolo               2\n2059   Facility 24 2020-06-19     2020-07-05    North     Bolo              25\n2060   Facility 24 2020-06-19     2020-07-05    North     Bolo              25\n2061    Facility 3 2020-07-05     2020-07-05    North    Dingo              13\n2062   Facility 23 2020-07-04     2020-07-05    North    Dingo               0\n2063    Facility 5 2020-07-02     2020-07-05    North     Bolo              11\n2064    Facility 5 2020-07-04     2020-07-05    North     Bolo              21\n2065    Facility 5 2020-07-03     2020-07-05    North     Bolo               0\n2066   Facility 24 2020-06-18     2020-07-05    North     Bolo              14\n2067   Facility 27 2020-07-04     2020-07-05    North   Spring              19\n2068   Facility 27 2020-07-03     2020-07-05    North   Spring               0\n2069   Facility 53 2020-07-03     2020-07-05    North     Bolo               0\n2070   Facility 53 2020-07-04     2020-07-05    North     Bolo              12\n2071   Facility 53 2020-07-04     2020-07-05    North     Bolo              12\n2072   Facility 24 2020-07-04     2020-07-05    North     Bolo              14\n2073   Facility 48 2020-07-10     2020-07-13    North    Dingo               0\n2074   Facility 48 2020-07-09     2020-07-13    North    Dingo               0\n2075   Facility 11 2020-07-12     2020-07-13    North   Spring              68\n2076    Facility 4 2020-07-11     2020-07-12    North     Bolo              26\n2077   Facility 32 2020-07-11     2020-07-12    North   Spring              11\n2078   Facility 32 2020-07-12     2020-07-12    North   Spring              63\n2079   Facility 36 2020-07-12     2020-07-12    North    Dingo               0\n2080   Facility 34 2020-07-12     2020-07-12    North    Dingo              13\n2081   Facility 38 2020-07-12     2020-07-12    North     Bolo               8\n2082   Facility 35 2020-07-11     2020-07-12    North   Spring             137\n2083    Facility 5 2020-07-12     2020-07-12    North     Bolo              13\n2084   Facility 22 2020-07-12     2020-07-12    North     Bolo               8\n2085   Facility 50 2020-07-11     2020-07-12    North   Spring              81\n2086   Facility 10 2020-07-12     2020-07-12    North     Bolo               0\n2087    Facility 7 2020-07-11     2020-07-12    North   Spring              22\n2088   Facility 33 2020-07-11     2020-07-12    North  Barnard               5\n2089   Facility 33 2020-07-10     2020-07-12    North  Barnard               0\n2090   Facility 33 2020-07-09     2020-07-12    North  Barnard               2\n2091   Facility 60 2020-07-11     2020-07-12    North     Bolo              14\n2092   Facility 60 2020-07-10     2020-07-12    North     Bolo              12\n2093   Facility 60 2020-07-09     2020-07-12    North     Bolo               2\n2094   Facility 37 2020-07-11     2020-07-12    North     Bolo               4\n2095   Facility 53 2020-07-11     2020-07-12    North     Bolo               8\n2096   Facility 53 2020-07-10     2020-07-12    North     Bolo               0\n2097   Facility 53 2020-07-09     2020-07-12    North     Bolo               0\n2098   Facility 53 2020-07-07     2020-07-12    North     Bolo               2\n2099   Facility 53 2020-07-08     2020-07-12    North     Bolo               2\n2100    Facility 2 2020-07-11     2020-07-12    North     Bolo              36\n2101   Facility 29 2020-07-11     2020-07-12    North    Dingo              20\n2102   Facility 21 2020-07-12     2020-07-12    North     Bolo              30\n2103   Facility 12 2020-07-11     2020-07-12    North    Dingo             119\n2104    Facility 8 2020-07-11     2020-07-12    North     Bolo               0\n2105   Facility 14 2020-07-10     2020-07-12    North    Dingo               0\n2106   Facility 14 2020-07-11     2020-07-12    North    Dingo              22\n2107   Facility 51 2020-07-11     2020-07-12    North   Spring              17\n2108   Facility 24 2020-07-11     2020-07-12    North     Bolo              20\n2109   Facility 13 2020-07-11     2020-07-12    North     Bolo               0\n2110   Facility 15 2020-07-11     2020-07-12    North  Barnard              NA\n2111   Facility 15 2020-07-11     2020-07-12    North  Barnard              NA\n2112   Facility 15 2020-07-09     2020-07-12    North  Barnard              NA\n2113   Facility 49 2020-07-11     2020-07-12    North    Dingo              29\n2114   Facility 15 2020-07-08     2020-07-12    North  Barnard              NA\n2115   Facility 15 2020-07-07     2020-07-12    North  Barnard              NA\n2116   Facility 33 2020-07-08     2020-07-12    North  Barnard               4\n2117    Facility 9 2020-07-11     2020-07-12    North   Spring              51\n2118   Facility 33 2020-07-07     2020-07-12    North  Barnard               2\n2119   Facility 49 2020-07-09     2020-07-12    North    Dingo              40\n2120   Facility 49 2020-07-10     2020-07-12    North    Dingo               1\n2121   Facility 33 2020-07-06     2020-07-12    North  Barnard               4\n2122   Facility 15 2020-07-06     2020-07-12    North  Barnard              NA\n2123    Facility 9 2020-07-10     2020-07-12    North   Spring               0\n2124    Facility 9 2020-07-09     2020-07-12    North   Spring              19\n2125   Facility 55 2020-07-11     2020-07-12    North     Bolo              24\n2126   Facility 15 2020-07-05     2020-07-12    North  Barnard              NA\n2127   Facility 15 2020-07-04     2020-07-12    North  Barnard              NA\n2128   Facility 41 2020-07-04     2020-07-05    North  Barnard               2\n2129   Facility 31 2020-07-03     2020-07-05    North    Dingo               0\n2130   Facility 31 2020-07-02     2020-07-05    North    Dingo               0\n2131    Facility 2 2020-07-04     2020-07-05    North     Bolo              25\n2132   Facility 49 2020-07-02     2020-07-05    North    Dingo               1\n2133   Facility 49 2020-06-28     2020-07-05    North    Dingo               0\n2134   Facility 49 2020-06-27     2020-07-05    North    Dingo               0\n2135   Facility 49 2020-06-26     2020-07-05    North    Dingo               0\n2136   Facility 49 2020-06-25     2020-07-05    North    Dingo               0\n2137   Facility 49 2020-06-24     2020-07-05    North    Dingo               0\n2138   Facility 29 2020-07-03     2020-07-04    North    Dingo               0\n2139   Facility 29 2020-07-02     2020-07-04    North    Dingo               1\n2140   Facility 18 2020-07-02     2020-07-04    North     Bolo               0\n2141   Facility 18 2020-06-29     2020-07-04    North     Bolo               0\n2142   Facility 18 2020-06-17     2020-07-04    North     Bolo               9\n2143   Facility 18 2020-06-22     2020-07-04    North     Bolo               8\n2144   Facility 18 2020-06-28     2020-07-04    North     Bolo               6\n2145   Facility 36 2020-07-04     2020-07-04    North    Dingo               9\n2146   Facility 55 2020-07-03     2020-07-04    North     Bolo               5\n2147   Facility 55 2020-07-02     2020-07-04    North     Bolo               1\n2148   Facility 55 2020-07-01     2020-07-04    North     Bolo              15\n2149   Facility 23 2020-06-26     2020-07-04    North    Dingo               0\n2150   Facility 23 2020-06-25     2020-07-04    North    Dingo               0\n2151   Facility 23 2020-06-18     2020-07-04    North    Dingo               0\n2152   Facility 23 2020-07-03     2020-07-04    North    Dingo               0\n2153   Facility 34 2020-06-14     2020-07-04    North    Dingo              14\n2154   Facility 10 2020-06-08     2020-07-04    North     Bolo               0\n2155   Facility 10 2020-06-11     2020-07-04    North     Bolo               0\n2156   Facility 10 2020-06-12     2020-07-04    North     Bolo               0\n2157   Facility 10 2020-06-30     2020-07-04    North     Bolo               0\n2158   Facility 10 2020-06-19     2020-07-04    North     Bolo               0\n2159   Facility 10 2020-06-18     2020-07-04    North     Bolo               0\n2160   Facility 10 2020-06-14     2020-07-04    North     Bolo               0\n2161   Facility 10 2020-07-03     2020-07-04    North     Bolo               0\n2162   Facility 10 2020-07-02     2020-07-04    North     Bolo               0\n2163   Facility 10 2020-07-04     2020-07-04    North     Bolo               0\n2164   Facility 23 2020-07-01     2020-07-04    North    Dingo               0\n2165   Facility 13 2020-06-28     2020-07-04    North     Bolo               0\n2166   Facility 13 2020-06-27     2020-07-04    North     Bolo               0\n2167   Facility 25 2020-07-01     2020-07-04    North     Bolo              21\n2168   Facility 53 2020-07-02     2020-07-04    North     Bolo               4\n2169   Facility 53 2020-07-01     2020-07-04    North     Bolo              12\n2170   Facility 46 2020-07-03     2020-07-04    North    Dingo               0\n2171   Facility 49 2020-07-03     2020-07-04    North    Dingo               3\n2172   Facility 21 2020-07-04     2020-07-04    North     Bolo              31\n2173   Facility 37 2020-07-04     2020-07-04    North     Bolo               3\n2174   Facility 14 2020-07-01     2020-07-04    North    Dingo              10\n2175   Facility 14 2020-06-30     2020-07-04    North    Dingo              13\n2176   Facility 14 2020-06-09     2020-07-04    North    Dingo               0\n2177    Facility 3 2020-07-04     2020-07-04    North    Dingo               0\n2178   Facility 26 2020-07-03     2020-07-04    North     Bolo               0\n2179   Facility 29 2020-07-01     2020-07-04    North    Dingo              19\n2180   Facility 24 2020-07-03     2020-07-04    North     Bolo              16\n2181   Facility 41 2020-07-03     2020-07-04    North  Barnard               5\n2182   Facility 41 2020-07-02     2020-07-03    North  Barnard              10\n2183   Facility 51 2020-07-02     2020-07-03    North   Spring              NA\n2184   Facility 51 2020-07-01     2020-07-03    North   Spring              NA\n2185   Facility 36 2020-07-03     2020-07-03    North    Dingo               0\n2186   Facility 48 2020-07-03     2020-07-03    North    Dingo               0\n2187   Facility 35 2020-07-03     2020-07-03    North   Spring              73\n2188   Facility 48 2020-07-02     2020-07-03    North    Dingo              14\n2189    Facility 2 2020-07-02     2020-07-03    North     Bolo              15\n2190    Facility 2 2020-06-30     2020-07-03    North     Bolo               8\n2191   Facility 26 2020-07-02     2020-07-03    North     Bolo               0\n2192   Facility 58 2020-07-01     2020-07-03    North   Spring               6\n2193    Facility 3 2020-07-03     2020-07-03    North    Dingo               0\n2194   Facility 60 2020-06-30     2020-07-03    North     Bolo              12\n2195   Facility 60 2020-06-27     2020-07-03    North     Bolo              15\n2196   Facility 37 2020-07-03     2020-07-03    North     Bolo               7\n2197   Facility 21 2020-07-03     2020-07-03    North     Bolo              23\n2198   Facility 46 2020-07-02     2020-07-03    North    Dingo               0\n2199   Facility 24 2020-07-02     2020-07-03    North     Bolo              17\n2200    Facility 9 2020-07-02     2020-07-03    North   Spring               8\n2201   Facility 38 2020-07-03     2020-07-03    North     Bolo               0\n2202   Facility 36 2020-07-02     2020-07-02    North    Dingo               0\n2203   Facility 35 2020-06-30     2020-07-02    North   Spring               0\n2204   Facility 35 2020-07-02     2020-07-02    North   Spring             130\n2205   Facility 19 2020-07-01     2020-07-02    North     Bolo              44\n2206   Facility 37 2020-07-02     2020-07-02    North     Bolo               8\n2207   Facility 19 2020-06-30     2020-07-02    North     Bolo              39\n2208    Facility 7 2020-07-01     2020-07-02    North   Spring              18\n2209    Facility 7 2020-06-30     2020-07-02    North   Spring              13\n2210    Facility 7 2020-06-29     2020-07-02    North   Spring               8\n2211    Facility 7 2020-06-27     2020-07-02    North   Spring              15\n2212    Facility 7 2020-06-26     2020-07-02    North   Spring               0\n2213    Facility 7 2020-06-24     2020-07-02    North   Spring              11\n2214    Facility 7 2020-06-25     2020-07-02    North   Spring               0\n2215    Facility 7 2020-06-22     2020-07-02    North   Spring               9\n2216    Facility 7 2020-06-21     2020-07-02    North   Spring              12\n2217    Facility 7 2020-06-19     2020-07-02    North   Spring               0\n2218   Facility 40 2020-07-01     2020-07-02    North  Barnard              23\n2219   Facility 34 2020-07-01     2020-07-02    North    Dingo               7\n2220   Facility 46 2020-07-01     2020-07-02    North    Dingo               8\n2221   Facility 15 2020-07-01     2020-07-02    North  Barnard              NA\n2222   Facility 49 2020-07-01     2020-07-02    North    Dingo              35\n2223   Facility 24 2020-07-01     2020-07-02    North     Bolo               7\n2224   Facility 30 2020-07-02     2020-07-02    North     Bolo               8\n2225   Facility 21 2020-07-02     2020-07-02    North     Bolo              21\n2226   Facility 13 2020-07-01     2020-07-02    North     Bolo               0\n2227    Facility 5 2020-07-01     2020-07-02    North     Bolo               4\n2228   Facility 13 2020-06-30     2020-07-02    North     Bolo               0\n2229   Facility 13 2020-06-29     2020-07-02    North     Bolo               0\n2230    Facility 9 2020-07-01     2020-07-02    North   Spring              44\n2231   Facility 38 2020-07-02     2020-07-02    North     Bolo               0\n2232    Facility 5 2020-06-30     2020-07-02    North     Bolo              14\n2233   Facility 26 2020-07-01     2020-07-02    North     Bolo               1\n2234    Facility 5 2020-06-29     2020-07-02    North     Bolo               0\n2235    Facility 5 2020-06-28     2020-07-02    North     Bolo              11\n2236    Facility 5 2020-06-23     2020-07-02    North     Bolo               4\n2237    Facility 5 2020-06-22     2020-07-02    North     Bolo               5\n2238    Facility 5 2020-06-21     2020-07-02    North     Bolo               6\n2239   Facility 31 2020-07-01     2020-07-02    North    Dingo               0\n2240   Facility 27 2020-07-01     2020-07-02    North   Spring               7\n2241    Facility 3 2020-07-02     2020-07-02    North    Dingo              16\n2242   Facility 22 2020-07-01     2020-07-02    North     Bolo              10\n2243   Facility 50 2020-07-01     2020-07-02    North   Spring              50\n2244   Facility 36 2020-07-01     2020-07-02    North    Dingo              15\n2245    Facility 4 2020-07-01     2020-07-01    North     Bolo              41\n2246   Facility 15 2020-06-30     2020-07-01    North  Barnard              NA\n2247   Facility 38 2020-07-01     2020-07-01    North     Bolo               8\n2248    Facility 9 2020-06-30     2020-07-01    North   Spring              48\n2249    Facility 9 2020-06-29     2020-07-01    North   Spring              16\n2250    Facility 9 2020-06-28     2020-07-01    North   Spring              56\n2251    Facility 9 2020-06-27     2020-07-01    North   Spring              60\n2252   Facility 29 2020-06-30     2020-07-01    North    Dingo              24\n2253    Facility 9 2020-06-26     2020-07-01    North   Spring               1\n2254   Facility 35 2020-07-01     2020-07-01    North   Spring             123\n2255   Facility 10 2020-07-01     2020-07-01    North     Bolo               0\n2256   Facility 48 2020-06-30     2020-07-01    North    Dingo               8\n2257   Facility 26 2020-06-30     2020-07-01    North     Bolo               3\n2258   Facility 50 2020-06-30     2020-07-01    North   Spring              NA\n2259   Facility 50 2020-06-29     2020-07-01    North   Spring              NA\n2260   Facility 33 2020-06-30     2020-07-01    North  Barnard               3\n2261   Facility 33 2020-06-29     2020-07-01    North  Barnard               3\n2262   Facility 33 2020-06-28     2020-07-01    North  Barnard               5\n2263    Facility 8 2020-06-27     2020-07-01    North     Bolo               9\n2264   Facility 30 2020-07-01     2020-07-01    North     Bolo              21\n2265   Facility 30 2020-06-30     2020-07-01    North     Bolo              15\n2266   Facility 30 2020-06-29     2020-07-01    North     Bolo              19\n2267   Facility 21 2020-07-01     2020-07-01    North     Bolo              34\n2268   Facility 37 2020-07-01     2020-07-01    North     Bolo               9\n2269   Facility 51 2020-06-30     2020-07-01    North   Spring              NA\n2270   Facility 35 2020-06-16     2020-07-01    North   Spring              NA\n2271   Facility 53 2020-06-30     2020-07-01    North     Bolo              13\n2272   Facility 49 2020-06-30     2020-07-01    North    Dingo               0\n2273   Facility 58 2020-06-30     2020-07-01    North   Spring              NA\n2274   Facility 51 2020-06-29     2020-07-01    North   Spring              NA\n2275   Facility 30 2020-06-28     2020-07-01    North     Bolo               0\n2276   Facility 30 2020-06-27     2020-07-01    North     Bolo               0\n2277   Facility 19 2020-06-29     2020-07-01    North     Bolo              32\n2278   Facility 30 2020-06-26     2020-07-01    North     Bolo               0\n2279   Facility 30 2020-06-25     2020-07-01    North     Bolo               0\n2280   Facility 30 2020-06-24     2020-07-01    North     Bolo               0\n2281   Facility 19 2020-06-28     2020-07-01    North     Bolo              10\n2282   Facility 30 2020-06-23     2020-07-01    North     Bolo               0\n2283   Facility 55 2020-06-30     2020-07-01    North     Bolo               5\n2284   Facility 46 2020-06-30     2020-07-01    North    Dingo               3\n2285   Facility 41 2020-06-30     2020-07-01    North  Barnard               8\n2286   Facility 58 2020-06-29     2020-07-01    North   Spring              NA\n2287   Facility 40 2020-06-30     2020-07-01    North  Barnard              30\n2288   Facility 58 2020-06-28     2020-07-01    North   Spring              NA\n2289   Facility 38 2020-06-22     2020-07-01    North     Bolo               5\n2290   Facility 31 2020-06-30     2020-07-01    North    Dingo               1\n2291   Facility 22 2020-06-30     2020-07-01    North     Bolo              13\n2292   Facility 38 2020-06-24     2020-07-01    North     Bolo               8\n2293   Facility 24 2020-06-29     2020-07-01    North     Bolo              10\n2294   Facility 38 2020-06-27     2020-07-01    North     Bolo               7\n2295   Facility 24 2020-06-30     2020-07-01    North     Bolo               5\n2296   Facility 23 2020-06-30     2020-07-01    North    Dingo               0\n2297   Facility 24 2020-06-28     2020-07-01    North     Bolo              17\n2298   Facility 38 2020-06-30     2020-07-01    North     Bolo               6\n2299   Facility 25 2020-06-30     2020-07-01    North     Bolo               5\n2300    Facility 3 2020-07-01     2020-07-01    North    Dingo              NA\n2301   Facility 27 2020-06-30     2020-07-01    North   Spring              NA\n2302   Facility 24 2020-06-16     2020-07-01    North     Bolo              15\n2303   Facility 39 2020-06-28     2020-07-01    North   Spring              NA\n2304   Facility 39 2020-06-27     2020-07-01    North   Spring              NA\n2305   Facility 24 2020-06-17     2020-07-01    North     Bolo              12\n2306   Facility 36 2020-06-30     2020-06-30    North    Dingo              11\n2307    Facility 4 2020-06-30     2020-06-30    North     Bolo              31\n2308   Facility 34 2020-06-30     2020-06-30    North    Dingo              10\n2309   Facility 34 2020-06-28     2020-06-30    North    Dingo               7\n2310   Facility 34 2020-06-27     2020-06-30    North    Dingo              11\n2311   Facility 34 2020-06-24     2020-06-30    North    Dingo              13\n2312   Facility 34 2020-06-23     2020-06-30    North    Dingo               6\n2313   Facility 34 2020-06-22     2020-06-30    North    Dingo               9\n2314   Facility 34 2020-06-21     2020-06-30    North    Dingo               7\n2315   Facility 34 2020-06-20     2020-06-30    North    Dingo              18\n2316   Facility 34 2020-06-16     2020-06-30    North    Dingo               5\n2317   Facility 34 2020-06-15     2020-06-30    North    Dingo               4\n2318   Facility 48 2020-06-29     2020-06-30    North    Dingo               0\n2319   Facility 29 2020-06-29     2020-06-30    North    Dingo               0\n2320   Facility 40 2020-06-29     2020-06-30    North  Barnard               4\n2321   Facility 25 2020-06-28     2020-06-30    North     Bolo               2\n2322   Facility 10 2020-06-26     2020-06-30    North     Bolo               0\n2323   Facility 10 2020-06-25     2020-06-30    North     Bolo               0\n2324   Facility 31 2020-06-28     2020-06-30    North    Dingo               6\n2325   Facility 15 2020-06-29     2020-06-30    North  Barnard              NA\n2326   Facility 30 2020-06-22     2020-06-30    North     Bolo               0\n2327   Facility 30 2020-06-21     2020-06-30    North     Bolo               0\n2328   Facility 30 2020-06-20     2020-06-30    North     Bolo               0\n2329   Facility 30 2020-06-19     2020-06-30    North     Bolo               0\n2330   Facility 30 2020-06-18     2020-06-30    North     Bolo               0\n2331   Facility 30 2020-06-17     2020-06-30    North     Bolo               0\n2332   Facility 21 2020-06-30     2020-06-30    North     Bolo              38\n2333   Facility 21 2020-06-30     2020-06-30    North     Bolo              38\n2334   Facility 55 2020-06-29     2020-06-30    North     Bolo               2\n2335   Facility 55 2020-06-28     2020-06-30    North     Bolo              11\n2336   Facility 37 2020-06-30     2020-06-30    North     Bolo               6\n2337   Facility 53 2020-06-28     2020-06-30    North     Bolo               7\n2338   Facility 26 2020-06-29     2020-06-30    North     Bolo               0\n2339   Facility 23 2020-06-28     2020-06-30    North    Dingo              NA\n2340   Facility 41 2020-06-29     2020-06-30    North  Barnard               6\n2341   Facility 27 2020-06-29     2020-06-30    North   Spring              NA\n2342    Facility 3 2020-07-08     2020-07-08    North    Dingo              10\n2343   Facility 51 2020-07-07     2020-07-08    North   Spring              18\n2344   Facility 24 2020-07-07     2020-07-08    North     Bolo              20\n2345   Facility 23 2020-07-07     2020-07-08    North    Dingo               7\n2346   Facility 11 2020-07-07     2020-07-08    North   Spring              62\n2347   Facility 25 2020-07-07     2020-07-08    North     Bolo               3\n2348   Facility 26 2020-07-07     2020-07-08    North     Bolo               4\n2349   Facility 22 2020-07-07     2020-07-08    North     Bolo               4\n2350   Facility 48 2020-07-07     2020-07-08    North    Dingo              12\n2351   Facility 41 2020-07-07     2020-07-08    North  Barnard               0\n2352    Facility 2 2020-06-29     2020-06-30    North     Bolo               0\n2353    Facility 3 2020-06-30     2020-06-30    North    Dingo              NA\n2354    Facility 2 2020-06-28     2020-06-30    North     Bolo              20\n2355   Facility 19 2020-06-27     2020-06-29    North     Bolo              24\n2356   Facility 19 2020-06-27     2020-06-29    North     Bolo              24\n2357   Facility 36 2020-06-29     2020-06-29    North    Dingo              NA\n2358   Facility 19 2020-06-26     2020-06-29    North     Bolo              19\n2359   Facility 19 2020-06-25     2020-06-29    North     Bolo              20\n2360   Facility 19 2020-06-24     2020-06-29    North     Bolo              13\n2361   Facility 29 2020-06-28     2020-06-29    North    Dingo              NA\n2362   Facility 37 2020-06-29     2020-06-29    North     Bolo               7\n2363   Facility 35 2020-06-29     2020-06-29    North   Spring              NA\n2364   Facility 60 2020-06-28     2020-06-29    North     Bolo              14\n2365   Facility 26 2020-06-28     2020-06-29    North     Bolo               4\n2366   Facility 51 2020-06-28     2020-06-29    North   Spring              NA\n2367   Facility 21 2020-06-29     2020-06-29    North     Bolo              24\n2368   Facility 41 2020-06-28     2020-06-29    North  Barnard              10\n2369    Facility 4 2020-06-28     2020-06-28    North     Bolo              23\n2370   Facility 36 2020-06-28     2020-06-28    North    Dingo              NA\n2371    Facility 4 2020-06-25     2020-06-28    North     Bolo               0\n2372   Facility 29 2020-06-27     2020-06-28    North    Dingo              NA\n2373   Facility 50 2020-06-27     2020-06-28    North   Spring              NA\n2374   Facility 10 2020-06-28     2020-06-28    North     Bolo               0\n2375   Facility 30 2020-06-16     2020-06-28    North     Bolo               0\n2376   Facility 35 2020-06-28     2020-06-28    North   Spring              NA\n2377   Facility 58 2020-06-27     2020-06-28    North   Spring              NA\n2378   Facility 35 2020-06-23     2020-06-23    North   Spring              NA\n2379   Facility 10 2020-06-23     2020-06-23    North     Bolo              NA\n2380   Facility 48 2020-06-22     2020-06-23    North    Dingo              NA\n2381    Facility 3 2020-06-23     2020-06-23    North    Dingo              NA\n2382   Facility 21 2020-06-23     2020-06-23    North     Bolo              NA\n2383   Facility 49 2020-06-22     2020-06-23    North    Dingo              NA\n2384   Facility 33 2020-06-22     2020-06-23    North  Barnard               5\n2385   Facility 59 2020-06-22     2020-06-23    North   Spring              NA\n2386    Facility 7 2020-06-23     2020-06-23    North   Spring              NA\n2387   Facility 13 2020-06-22     2020-06-23    North     Bolo              NA\n2388   Facility 15 2020-06-23     2020-06-23    North  Barnard              NA\n2389   Facility 51 2020-06-22     2020-06-23    North   Spring              NA\n2390   Facility 23 2020-06-22     2020-06-23    North    Dingo              NA\n2391   Facility 50 2020-06-22     2020-06-23    North   Spring              NA\n2392    Facility 1 2020-06-22     2020-06-23    North   Spring              NA\n2393    Facility 1 2020-06-21     2020-06-23    North   Spring              NA\n2394   Facility 37 2020-06-23     2020-06-23    North     Bolo              NA\n2395   Facility 58 2020-06-22     2020-06-23    North   Spring              NA\n2396   Facility 25 2020-06-22     2020-06-23    North     Bolo              NA\n2397   Facility 55 2020-06-22     2020-06-23    North     Bolo              NA\n2398   Facility 42 2020-06-16     2020-06-23    North    Dingo              NA\n2399   Facility 42 2020-06-15     2020-06-23    North    Dingo              NA\n2400   Facility 32 2020-06-22     2020-06-23    North   Spring              NA\n2401   Facility 42 2020-06-14     2020-06-23    North    Dingo              NA\n2402   Facility 28 2020-06-22     2020-06-23    North   Spring              21\n2403   Facility 19 2020-06-21     2020-06-22    North     Bolo              NA\n2404   Facility 36 2020-06-22     2020-06-22    North    Dingo              NA\n2405    Facility 4 2020-06-22     2020-06-22    North     Bolo              NA\n2406    Facility 9 2020-06-22     2020-06-22    North   Spring              NA\n2407    Facility 9 2020-06-21     2020-06-22    North   Spring              NA\n2408    Facility 9 2020-06-20     2020-06-22    North   Spring              NA\n2409    Facility 9 2020-06-19     2020-06-22    North   Spring              NA\n2410    Facility 9 2020-06-18     2020-06-22    North   Spring              NA\n2411    Facility 9 2020-06-17     2020-06-22    North   Spring              NA\n2412    Facility 9 2020-06-16     2020-06-22    North   Spring              NA\n2413    Facility 9 2020-06-15     2020-06-22    North   Spring              NA\n2414    Facility 9 2020-06-14     2020-06-22    North   Spring              NA\n2415    Facility 9 2020-06-13     2020-06-22    North   Spring              NA\n2416    Facility 9 2020-06-12     2020-06-22    North   Spring              NA\n2417   Facility 35 2020-06-22     2020-06-22    North   Spring              NA\n2418    Facility 9 2020-06-10     2020-06-22    North   Spring              NA\n2419   Facility 28 2020-06-21     2020-06-22    North   Spring              27\n2420   Facility 28 2020-06-20     2020-06-22    North   Spring              46\n2421   Facility 51 2020-06-21     2020-06-22    North   Spring              NA\n2422   Facility 10 2020-06-22     2020-06-22    North     Bolo              NA\n2423   Facility 29 2020-06-21     2020-06-22    North    Dingo              NA\n2424   Facility 14 2020-06-22     2020-06-22    North    Dingo              NA\n2425   Facility 48 2020-06-21     2020-06-22    North    Dingo              NA\n2426   Facility 25 2020-06-21     2020-06-22    North     Bolo              NA\n2427   Facility 21 2020-06-22     2020-06-22    North     Bolo              NA\n2428   Facility 58 2020-06-21     2020-06-22    North   Spring              NA\n2429   Facility 58 2020-06-20     2020-06-22    North   Spring              NA\n2430   Facility 36 2020-06-21     2020-06-22    North    Dingo              NA\n2431   Facility 59 2020-06-21     2020-06-22    North   Spring              NA\n2432   Facility 37 2020-06-22     2020-06-22    North     Bolo              NA\n2433    Facility 8 2020-06-21     2020-06-22    North     Bolo              NA\n2434   Facility 23 2020-06-21     2020-06-22    North    Dingo              NA\n2435   Facility 13 2020-06-21     2020-06-22    North     Bolo              NA\n2436   Facility 49 2020-06-21     2020-06-22    North    Dingo              NA\n2437   Facility 33 2020-06-21     2020-06-22    North  Barnard               2\n2438   Facility 50 2020-06-21     2020-06-22    North   Spring              NA\n2439    Facility 3 2020-06-22     2020-06-22    North    Dingo              NA\n2440   Facility 55 2020-06-21     2020-06-22    North     Bolo              NA\n2441   Facility 18 2020-06-21     2020-06-22    North     Bolo              NA\n2442   Facility 41 2020-06-21     2020-06-22    North  Barnard              NA\n2443   Facility 41 2020-06-20     2020-06-21    North  Barnard              NA\n2444    Facility 5 2020-06-18     2020-06-21    North     Bolo              NA\n2445   Facility 29 2020-06-20     2020-06-21    North    Dingo              NA\n2446    Facility 5 2020-06-17     2020-06-21    North     Bolo              NA\n2447    Facility 5 2020-06-16     2020-06-21    North     Bolo              NA\n2448    Facility 4 2020-06-21     2020-06-21    North     Bolo              NA\n2449    Facility 1 2020-06-20     2020-06-21    North   Spring              NA\n2450   Facility 38 2020-06-21     2020-06-21    North     Bolo              NA\n2451   Facility 35 2020-06-21     2020-06-21    North   Spring              NA\n2452   Facility 38 2020-06-20     2020-06-21    North     Bolo              NA\n2453   Facility 25 2020-06-20     2020-06-21    North     Bolo              NA\n2454   Facility 10 2020-06-21     2020-06-21    North     Bolo              NA\n2455    Facility 3 2020-06-21     2020-06-21    North    Dingo              NA\n2456   Facility 48 2020-06-20     2020-06-21    North    Dingo              NA\n2457   Facility 33 2020-06-20     2020-06-21    North  Barnard              NA\n2458    Facility 8 2020-06-20     2020-06-21    North     Bolo              NA\n2459   Facility 33 2020-06-19     2020-06-21    North  Barnard              NA\n2460   Facility 15 2020-06-21     2020-06-21    North  Barnard              NA\n2461   Facility 33 2020-06-18     2020-06-21    North  Barnard              NA\n2462   Facility 13 2020-06-20     2020-06-21    North     Bolo              NA\n2463   Facility 37 2020-06-21     2020-06-21    North     Bolo              NA\n2464   Facility 19 2020-06-20     2020-06-21    North     Bolo              NA\n2465   Facility 49 2020-06-20     2020-06-21    North    Dingo              NA\n2466   Facility 23 2020-06-20     2020-06-21    North    Dingo              NA\n2467   Facility 55 2020-06-20     2020-06-21    North     Bolo              NA\n2468    Facility 7 2020-06-20     2020-06-21    North   Spring              NA\n2469   Facility 18 2020-06-20     2020-06-21    North     Bolo              NA\n2470   Facility 51 2020-06-20     2020-06-21    North   Spring              NA\n2471   Facility 60 2020-06-19     2020-06-21    North     Bolo              NA\n2472   Facility 50 2020-06-20     2020-06-21    North   Spring              NA\n2473    Facility 2 2020-06-20     2020-06-21    North     Bolo              NA\n2474   Facility 36 2020-06-20     2020-06-20    North    Dingo              NA\n2475   Facility 14 2020-06-20     2020-06-20    North    Dingo              NA\n2476   Facility 29 2020-06-19     2020-06-20    North    Dingo              NA\n2477    Facility 4 2020-06-20     2020-06-20    North     Bolo              NA\n2478   Facility 32 2020-06-20     2020-06-20    North   Spring              NA\n2479   Facility 10 2020-06-20     2020-06-20    North     Bolo              NA\n2480   Facility 10 2020-06-17     2020-06-20    North     Bolo              NA\n2481   Facility 10 2020-06-04     2020-06-20    North     Bolo              NA\n2482   Facility 35 2020-06-20     2020-06-20    North   Spring              NA\n2483   Facility 19 2020-06-19     2020-06-20    North     Bolo              NA\n2484   Facility 19 2020-06-18     2020-06-20    North     Bolo              NA\n2485   Facility 19 2020-06-17     2020-06-20    North     Bolo              NA\n2486   Facility 58 2020-06-19     2020-06-20    North   Spring              NA\n2487   Facility 13 2020-06-19     2020-06-20    North     Bolo              NA\n2488   Facility 21 2020-06-20     2020-06-20    North     Bolo              NA\n2489   Facility 37 2020-06-20     2020-06-20    North     Bolo              NA\n2490   Facility 23 2020-06-19     2020-06-20    North    Dingo              NA\n2491   Facility 23 2020-06-17     2020-06-20    North    Dingo              NA\n2492   Facility 23 2020-06-16     2020-06-20    North    Dingo              NA\n2493   Facility 49 2020-06-19     2020-06-20    North    Dingo              NA\n2494   Facility 15 2020-06-20     2020-06-20    North  Barnard              NA\n2495   Facility 50 2020-06-19     2020-06-20    North   Spring              NA\n2496   Facility 55 2020-06-19     2020-06-20    North     Bolo              NA\n2497   Facility 55 2020-06-18     2020-06-20    North     Bolo              NA\n2498    Facility 3 2020-06-20     2020-06-20    North    Dingo              NA\n2499   Facility 55 2020-06-17     2020-06-20    North     Bolo              NA\n2500    Facility 1 2020-06-19     2020-06-20    North   Spring              NA\n2501   Facility 36 2020-06-19     2020-06-19    North    Dingo              NA\n2502   Facility 36 2020-06-18     2020-06-19    North    Dingo              NA\n2503   Facility 14 2020-06-19     2020-06-19    North    Dingo              NA\n2504   Facility 29 2020-06-18     2020-06-19    North    Dingo              NA\n2505   Facility 37 2020-06-19     2020-06-19    North     Bolo              NA\n2506   Facility 35 2020-06-19     2020-06-19    North   Spring              NA\n2507   Facility 49 2020-06-18     2020-06-19    North    Dingo              NA\n2508   Facility 58 2020-06-18     2020-06-19    North   Spring              NA\n2509    Facility 1 2020-06-18     2020-06-19    North   Spring              NA\n2510   Facility 51 2020-06-18     2020-06-19    North   Spring              NA\n2511   Facility 15 2020-06-19     2020-06-19    North  Barnard              NA\n2512   Facility 50 2020-06-18     2020-06-19    North   Spring              NA\n2513   Facility 26 2020-06-19     2020-06-19    North     Bolo              NA\n2514   Facility 21 2020-06-19     2020-06-19    North     Bolo              NA\n2515    Facility 3 2020-06-19     2020-06-19    North    Dingo              NA\n2516   Facility 13 2020-06-18     2020-06-19    North     Bolo              NA\n2517   Facility 13 2020-06-17     2020-06-19    North     Bolo              NA\n2518    Facility 2 2020-06-18     2020-06-19    North     Bolo              NA\n2519   Facility 41 2020-06-18     2020-06-19    North  Barnard              NA\n2520    Facility 4 2020-06-18     2020-06-18    North     Bolo              NA\n2521    Facility 4 2020-06-16     2020-06-18    North     Bolo              NA\n2522   Facility 29 2020-06-17     2020-06-18    North    Dingo              NA\n2523   Facility 58 2020-06-17     2020-06-18    North   Spring              NA\n2524   Facility 58 2020-06-16     2020-06-18    North   Spring              NA\n2525   Facility 15 2020-06-17     2020-06-18    North  Barnard              NA\n2526   Facility 15 2020-06-18     2020-06-18    North  Barnard              NA\n2527   Facility 33 2020-06-17     2020-06-18    North  Barnard              NA\n2528   Facility 33 2020-06-16     2020-06-18    North  Barnard              NA\n2529   Facility 35 2020-06-18     2020-06-18    North   Spring              NA\n2530   Facility 19 2020-06-16     2020-06-18    North     Bolo              NA\n2531   Facility 19 2020-06-15     2020-06-18    North     Bolo              NA\n2532    Facility 1 2020-06-17     2020-06-18    North   Spring              NA\n2533   Facility 14 2020-06-17     2020-06-18    North    Dingo              NA\n2534   Facility 21 2020-06-18     2020-06-18    North     Bolo              NA\n2535   Facility 37 2020-06-18     2020-06-18    North     Bolo              NA\n2536   Facility 50 2020-06-17     2020-06-18    North   Spring              NA\n2537   Facility 49 2020-06-17     2020-06-18    North    Dingo              NA\n2538   Facility 51 2020-06-17     2020-06-18    North   Spring              NA\n2539    Facility 3 2020-06-18     2020-06-18    North    Dingo              NA\n2540    Facility 7 2020-06-17     2020-06-18    North   Spring              NA\n2541   Facility 26 2020-06-18     2020-06-18    North     Bolo              NA\n2542   Facility 43 2020-06-15     2020-06-18    North    Dingo              NA\n2543   Facility 43 2020-06-14     2020-06-18    North    Dingo              NA\n2544   Facility 43 2020-06-13     2020-06-18    North    Dingo              NA\n2545   Facility 29 2020-06-16     2020-06-17    North    Dingo              NA\n2546   Facility 36 2020-06-17     2020-06-17    North    Dingo              NA\n2547   Facility 52 2020-06-15     2020-06-17    North     Bolo              NA\n2548   Facility 52 2020-06-14     2020-06-17    North     Bolo              NA\n2549   Facility 52 2020-06-13     2020-06-17    North     Bolo              NA\n2550   Facility 52 2020-06-12     2020-06-17    North     Bolo              NA\n2551   Facility 52 2020-06-11     2020-06-17    North     Bolo              NA\n2552   Facility 52 2020-06-10     2020-06-17    North     Bolo              NA\n2553   Facility 52 2020-06-09     2020-06-17    North     Bolo              NA\n2554   Facility 52 2020-06-08     2020-06-17    North     Bolo              NA\n2555   Facility 52 2020-06-07     2020-06-17    North     Bolo              NA\n2556   Facility 52 2020-06-06     2020-06-17    North     Bolo              NA\n2557   Facility 52 2020-06-05     2020-06-17    North     Bolo              NA\n2558   Facility 52 2020-06-04     2020-06-17    North     Bolo              NA\n2559   Facility 37 2020-06-17     2020-06-17    North     Bolo              NA\n2560   Facility 60 2020-06-16     2020-06-17    North     Bolo              NA\n2561    Facility 7 2020-06-15     2020-06-17    North   Spring              NA\n2562   Facility 19 2020-06-14     2020-06-17    North     Bolo              NA\n2563   Facility 51 2020-06-16     2020-06-17    North   Spring              NA\n2564   Facility 19 2020-06-13     2020-06-17    North     Bolo              NA\n2565   Facility 48 2020-06-16     2020-06-17    North    Dingo              NA\n2566    Facility 3 2020-06-17     2020-06-17    North    Dingo              NA\n2567   Facility 21 2020-06-17     2020-06-17    North     Bolo              NA\n2568   Facility 23 2020-07-02     2020-07-04    North    Dingo               0\n2569   Facility 50 2020-07-03     2020-07-04    North   Spring              42\n2570   Facility 34 2020-06-13     2020-07-04    North    Dingo               5\n2571   Facility 23 2020-06-29     2020-07-04    North    Dingo               0\n2572   Facility 50 2020-07-02     2020-07-04    North   Spring              62\n2573   Facility 34 2020-07-03     2020-07-04    North    Dingo               0\n2574   Facility 34 2020-07-02     2020-07-04    North    Dingo               0\n2575   Facility 34 2020-06-29     2020-07-04    North    Dingo               0\n2576   Facility 34 2020-06-26     2020-07-04    North    Dingo               0\n2577   Facility 34 2020-06-25     2020-07-04    North    Dingo               0\n2578   Facility 34 2020-06-19     2020-07-04    North    Dingo               0\n2579   Facility 34 2020-06-18     2020-07-04    North    Dingo               0\n2580   Facility 34 2020-06-17     2020-07-04    North    Dingo               0\n2581   Facility 34 2020-06-12     2020-07-04    North    Dingo               0\n2582   Facility 34 2020-06-11     2020-07-04    North    Dingo               0\n2583   Facility 34 2020-06-10     2020-07-04    North    Dingo               9\n2584   Facility 34 2020-07-04     2020-07-04    North    Dingo              10\n2585   Facility 32 2020-06-30     2020-07-04    North   Spring              NA\n2586   Facility 32 2020-06-28     2020-07-04    North   Spring              NA\n2587   Facility 19 2020-07-03     2020-07-04    North     Bolo               0\n2588   Facility 19 2020-07-02     2020-07-04    North     Bolo               4\n2589   Facility 33 2020-07-03     2020-07-04    North  Barnard               0\n2590   Facility 33 2020-07-02     2020-07-04    North  Barnard               0\n2591   Facility 33 2020-07-01     2020-07-04    North  Barnard               4\n2592   Facility 22 2020-07-04     2020-07-04    North     Bolo              15\n2593   Facility 52 2020-06-17     2020-07-04    North     Bolo              15\n2594   Facility 52 2020-06-16     2020-07-04    North     Bolo              15\n2595   Facility 14 2020-06-28     2020-07-04    North    Dingo              10\n2596   Facility 13 2020-07-03     2020-07-04    North     Bolo               0\n2597   Facility 14 2020-06-27     2020-07-04    North    Dingo               5\n2598   Facility 13 2020-07-02     2020-07-04    North     Bolo               0\n2599   Facility 14 2020-06-23     2020-07-04    North    Dingo              12\n2600   Facility 14 2020-06-21     2020-07-04    North    Dingo               6\n2601   Facility 14 2020-06-16     2020-07-04    North    Dingo               8\n2602   Facility 14 2020-06-13     2020-07-04    North    Dingo               3\n2603   Facility 14 2020-06-10     2020-07-04    North    Dingo               7\n2604   Facility 10 2020-06-05     2020-07-04    North     Bolo               0\n2605   Facility 10 2020-06-06     2020-07-04    North     Bolo               0\n2606   Facility 14 2020-07-04     2020-07-04    North    Dingo              11\n2607   Facility 10 2020-06-07     2020-07-04    North     Bolo               0\n2608   Facility 50 2020-06-16     2020-06-17    North   Spring              NA\n2609   Facility 41 2020-06-16     2020-06-17    North  Barnard              NA\n2610   Facility 49 2020-06-16     2020-06-17    North    Dingo              NA\n2611   Facility 13 2020-06-16     2020-06-17    North     Bolo              NA\n2612   Facility 15 2020-06-16     2020-06-17    North  Barnard              NA\n2613   Facility 38 2020-06-16     2020-06-17    North     Bolo              NA\n2614    Facility 1 2020-06-16     2020-06-17    North   Spring              NA\n2615    Facility 1 2020-06-15     2020-06-17    North   Spring              NA\n2616   Facility 25 2020-06-16     2020-06-17    North     Bolo              NA\n2617   Facility 18 2020-06-16     2020-06-17    North     Bolo              NA\n2618   Facility 55 2020-06-16     2020-06-17    North     Bolo              NA\n2619    Facility 2 2020-06-16     2020-06-17    North     Bolo              NA\n2620    Facility 1 2020-06-14     2020-06-16    North   Spring              NA\n2621    Facility 1 2020-06-13     2020-06-16    North   Spring              NA\n2622   Facility 38 2020-06-15     2020-06-16    North     Bolo              NA\n2623   Facility 38 2020-06-14     2020-06-16    North     Bolo              NA\n2624   Facility 38 2020-06-13     2020-06-16    North     Bolo              NA\n2625   Facility 38 2020-06-12     2020-06-16    North     Bolo              NA\n2626   Facility 36 2020-06-11     2020-06-16    North    Dingo              NA\n2627   Facility 36 2020-06-10     2020-06-16    North    Dingo              NA\n2628   Facility 36 2020-06-09     2020-06-16    North    Dingo              NA\n2629   Facility 36 2020-06-16     2020-06-16    North    Dingo              NA\n2630   Facility 36 2020-06-15     2020-06-16    North    Dingo              NA\n2631   Facility 36 2020-06-14     2020-06-16    North    Dingo              NA\n2632    Facility 8 2020-06-16     2020-06-16    North     Bolo              NA\n2633   Facility 32 2020-06-16     2020-06-16    North   Spring              NA\n2634    Facility 8 2020-06-10     2020-06-16    North     Bolo              NA\n2635    Facility 8 2020-06-15     2020-06-16    North     Bolo              NA\n2636    Facility 8 2020-06-14     2020-06-16    North     Bolo              NA\n2637   Facility 10 2020-06-16     2020-06-16    North     Bolo              NA\n2638    Facility 2 2020-06-15     2020-06-16    North     Bolo              NA\n2639    Facility 2 2020-06-14     2020-06-16    North     Bolo              NA\n2640   Facility 19 2020-06-11     2020-06-16    North     Bolo              NA\n2641   Facility 19 2020-06-10     2020-06-16    North     Bolo              NA\n2642   Facility 58 2020-06-15     2020-06-16    North   Spring              NA\n2643   Facility 29 2020-06-15     2020-06-16    North    Dingo              NA\n2644   Facility 43 2020-06-11     2020-06-16    North    Dingo              NA\n2645   Facility 21 2020-06-16     2020-06-16    North     Bolo              NA\n2646   Facility 37 2020-06-16     2020-06-16    North     Bolo              NA\n2647    Facility 5 2020-06-14     2020-06-16    North     Bolo              NA\n2648   Facility 25 2020-06-15     2020-06-16    North     Bolo              NA\n2649   Facility 25 2020-06-14     2020-06-16    North     Bolo              NA\n2650   Facility 50 2020-06-15     2020-06-16    North   Spring              NA\n2651   Facility 13 2020-06-15     2020-06-16    North     Bolo              NA\n2652   Facility 31 2020-06-15     2020-06-16    North    Dingo              NA\n2653   Facility 49 2020-06-15     2020-06-16    North    Dingo              NA\n2654   Facility 48 2020-06-15     2020-06-16    North    Dingo              NA\n2655   Facility 51 2020-06-15     2020-06-16    North   Spring              NA\n2656   Facility 23 2020-06-15     2020-06-16    North    Dingo              NA\n2657   Facility 41 2020-06-15     2020-06-16    North  Barnard              NA\n2658   Facility 53 2020-06-15     2020-06-16    North     Bolo              NA\n2659    Facility 3 2020-06-16     2020-06-16    North    Dingo              NA\n2660   Facility 27 2020-06-15     2020-06-16    North   Spring              NA\n2661   Facility 55 2020-06-15     2020-06-16    North     Bolo              NA\n2662   Facility 18 2020-06-15     2020-06-16    North     Bolo              NA\n2663    Facility 4 2020-06-08     2020-06-15    North     Bolo              NA\n2664    Facility 4 2020-06-15     2020-06-15    North     Bolo              NA\n2665   Facility 51 2020-06-14     2020-06-15    North   Spring              NA\n2666   Facility 42 2020-06-13     2020-06-15    North    Dingo              NA\n2667   Facility 32 2020-06-15     2020-06-15    North   Spring              NA\n2668   Facility 14 2020-06-15     2020-06-15    North    Dingo              NA\n2669   Facility 10 2020-06-15     2020-06-15    North     Bolo              NA\n2670   Facility 35 2020-06-15     2020-06-15    North   Spring              NA\n2671   Facility 29 2020-06-14     2020-06-15    North    Dingo              NA\n2672   Facility 29 2020-06-13     2020-06-15    North    Dingo              NA\n2673   Facility 30 2020-06-15     2020-06-15    North     Bolo              NA\n2674   Facility 21 2020-06-15     2020-06-15    North     Bolo              NA\n2675   Facility 37 2020-06-15     2020-06-15    North     Bolo              NA\n2676   Facility 13 2020-06-14     2020-06-15    North     Bolo              NA\n2677   Facility 49 2020-06-14     2020-06-15    North    Dingo              NA\n2678   Facility 41 2020-06-14     2020-06-15    North  Barnard              NA\n2679   Facility 26 2020-06-15     2020-06-15    North     Bolo              NA\n2680   Facility 58 2020-06-14     2020-06-15    North   Spring              NA\n2681    Facility 3 2020-06-15     2020-06-15    North    Dingo              NA\n2682   Facility 18 2020-06-14     2020-06-15    North     Bolo              NA\n2683   Facility 48 2020-06-14     2020-06-15    North    Dingo              NA\n2684   Facility 23 2020-06-14     2020-06-15    North    Dingo              NA\n2685   Facility 55 2020-06-14     2020-06-15    North     Bolo              NA\n2686   Facility 53 2020-06-14     2020-06-15    North     Bolo              NA\n2687   Facility 50 2020-06-14     2020-06-15    North   Spring              NA\n2688   Facility 24 2020-06-15     2020-06-15    North     Bolo              NA\n2689   Facility 27 2020-06-14     2020-06-15    North   Spring              NA\n2690   Facility 14 2020-06-14     2020-06-14    North    Dingo              NA\n2691   Facility 32 2020-06-14     2020-06-14    North   Spring              NA\n2692   Facility 32 2020-06-13     2020-06-14    North   Spring              NA\n2693    Facility 4 2020-06-14     2020-06-14    North     Bolo              NA\n2694   Facility 31 2020-06-14     2020-06-14    North    Dingo              NA\n2695   Facility 58 2020-06-13     2020-06-14    North   Spring              NA\n2696   Facility 35 2020-06-14     2020-06-14    North   Spring              NA\n2697   Facility 19 2020-06-09     2020-06-14    North     Bolo              NA\n2698   Facility 35 2020-06-13     2020-06-14    North   Spring              NA\n2699    Facility 8 2020-06-13     2020-06-14    North     Bolo              NA\n2700   Facility 26 2020-06-14     2020-06-14    North     Bolo              NA\n2701    Facility 5 2020-06-09     2020-06-14    North     Bolo              NA\n2702    Facility 5 2020-06-07     2020-06-14    North     Bolo              NA\n2703    Facility 5 2020-06-06     2020-06-14    North     Bolo              NA\n2704    Facility 5 2020-06-08     2020-06-14    North     Bolo              NA\n2705    Facility 5 2020-06-08     2020-06-14    North     Bolo              NA\n2706    Facility 5 2020-06-11     2020-06-14    North     Bolo              NA\n2707    Facility 5 2020-06-13     2020-06-14    North     Bolo              NA\n2708   Facility 30 2020-06-14     2020-06-14    North     Bolo              NA\n2709   Facility 49 2020-06-13     2020-06-14    North    Dingo              NA\n2710   Facility 21 2020-06-14     2020-06-14    North     Bolo              NA\n2711   Facility 41 2020-06-13     2020-06-14    North  Barnard              NA\n2712   Facility 13 2020-06-13     2020-06-14    North     Bolo              NA\n2713   Facility 13 2020-06-12     2020-06-14    North     Bolo              NA\n2714   Facility 37 2020-06-14     2020-06-14    North     Bolo              NA\n2715   Facility 24 2020-06-14     2020-06-14    North     Bolo              NA\n2716   Facility 48 2020-06-13     2020-06-14    North    Dingo              NA\n2717   Facility 50 2020-06-13     2020-06-14    North   Spring              NA\n2718    Facility 3 2020-06-14     2020-06-14    North    Dingo              NA\n2719   Facility 55 2020-06-13     2020-06-14    North     Bolo              NA\n2720   Facility 25 2020-06-13     2020-06-14    North     Bolo              NA\n2721   Facility 23 2020-06-13     2020-06-14    North    Dingo              NA\n2722   Facility 27 2020-06-13     2020-06-14    North   Spring              NA\n2723   Facility 53 2020-06-13     2020-06-14    North     Bolo              NA\n2724   Facility 18 2020-06-13     2020-06-14    North     Bolo              NA\n2725   Facility 60 2020-06-12     2020-06-14    North     Bolo              NA\n2726   Facility 60 2020-06-13     2020-06-14    North     Bolo              NA\n2727    Facility 2 2020-06-13     2020-06-14    North     Bolo              NA\n2728    Facility 3 2020-06-13     2020-06-13    North    Dingo              NA\n2729   Facility 19 2020-06-08     2020-06-13    North     Bolo              NA\n2730   Facility 29 2020-06-12     2020-06-13    North    Dingo              NA\n2731   Facility 36 2020-06-12     2020-06-13    North    Dingo              NA\n2732   Facility 10 2020-06-13     2020-06-13    North     Bolo              NA\n2733    Facility 4 2020-06-13     2020-06-13    North     Bolo              NA\n2734   Facility 24 2020-06-08     2020-06-13    North     Bolo              NA\n2735   Facility 24 2020-06-09     2020-06-13    North     Bolo              NA\n2736   Facility 37 2020-06-13     2020-06-13    North     Bolo              NA\n2737   Facility 41 2020-06-12     2020-06-13    North  Barnard              NA\n2738   Facility 25 2020-06-10     2020-06-13    North     Bolo              NA\n2739   Facility 24 2020-06-05     2020-06-13    North     Bolo              NA\n2740   Facility 35 2020-06-12     2020-06-13    North   Spring              NA\n2741   Facility 24 2020-06-04     2020-06-13    North     Bolo              NA\n2742   Facility 30 2020-06-13     2020-06-13    North     Bolo              NA\n2743   Facility 49 2020-06-12     2020-06-13    North    Dingo              NA\n2744   Facility 21 2020-06-13     2020-06-13    North     Bolo              NA\n2745   Facility 58 2020-06-12     2020-06-13    North   Spring              NA\n2746   Facility 50 2020-06-12     2020-06-13    North   Spring              NA\n2747   Facility 58 2020-06-11     2020-06-13    North   Spring              NA\n2748   Facility 42 2020-06-11     2020-06-13    North    Dingo              NA\n2749   Facility 23 2020-06-12     2020-06-13    North    Dingo              NA\n2750   Facility 23 2020-06-11     2020-06-13    North    Dingo              NA\n2751   Facility 42 2020-06-10     2020-06-13    North    Dingo              NA\n2752   Facility 23 2020-06-10     2020-06-13    North    Dingo              NA\n2753    Facility 4 2020-06-11     2020-06-13    North     Bolo              NA\n2754   Facility 55 2020-06-12     2020-06-13    North     Bolo              NA\n2755   Facility 55 2020-06-11     2020-06-13    North     Bolo              NA\n2756   Facility 55 2020-06-10     2020-06-13    North     Bolo              NA\n2757   Facility 55 2020-06-09     2020-06-13    North     Bolo              NA\n2758   Facility 24 2020-06-13     2020-06-13    North     Bolo              NA\n2759   Facility 26 2020-06-13     2020-06-13    North     Bolo              NA\n2760   Facility 27 2020-06-10     2020-06-13    North   Spring              NA\n2761   Facility 27 2020-06-09     2020-06-13    North   Spring              NA\n2762   Facility 27 2020-06-08     2020-06-13    North   Spring              NA\n2763   Facility 27 2020-06-07     2020-06-13    North   Spring              NA\n2764   Facility 32 2020-06-11     2020-06-12    North   Spring              NA\n2765   Facility 29 2020-06-11     2020-06-12    North    Dingo              NA\n2766   Facility 60 2020-06-11     2020-06-12    North     Bolo              NA\n2767   Facility 35 2020-06-11     2020-06-12    North   Spring              NA\n2768   Facility 50 2020-06-11     2020-06-12    North   Spring              NA\n2769   Facility 26 2020-06-12     2020-06-12    North     Bolo              NA\n2770   Facility 49 2020-06-11     2020-06-12    North    Dingo              NA\n2771   Facility 21 2020-06-12     2020-06-12    North     Bolo              NA\n2772   Facility 37 2020-06-12     2020-06-12    North     Bolo              NA\n2773   Facility 55 2020-06-08     2020-06-12    North     Bolo              NA\n2774   Facility 55 2020-06-07     2020-06-12    North     Bolo              NA\n2775   Facility 55 2020-06-06     2020-06-12    North     Bolo              NA\n2776   Facility 55 2020-06-05     2020-06-12    North     Bolo              NA\n2777   Facility 55 2020-06-04     2020-06-12    North     Bolo              NA\n2778   Facility 55 2020-06-03     2020-06-12    North     Bolo              NA\n2779   Facility 53 2020-06-11     2020-06-12    North     Bolo              NA\n2780   Facility 13 2020-06-11     2020-06-12    North     Bolo              NA\n2781    Facility 9 2020-06-11     2020-06-12    North   Spring              NA\n2782    Facility 2 2020-06-11     2020-06-12    North     Bolo              NA\n2783    Facility 2 2020-06-10     2020-06-12    North     Bolo              NA\n2784   Facility 24 2020-06-12     2020-06-12    North     Bolo              NA\n2785    Facility 3 2020-06-12     2020-06-12    North    Dingo              NA\n2786   Facility 29 2020-06-10     2020-06-11    North    Dingo              NA\n2787   Facility 26 2020-06-11     2020-06-11    North     Bolo              NA\n2788   Facility 48 2020-06-10     2020-06-11    North    Dingo              NA\n2789    Facility 5 2020-06-10     2020-06-11    North     Bolo              NA\n2790   Facility 58 2020-06-10     2020-06-11    North   Spring              NA\n2791   Facility 38 2020-06-11     2020-06-11    North     Bolo              NA\n2792   Facility 38 2020-06-10     2020-06-11    North     Bolo              NA\n2793   Facility 21 2020-06-11     2020-06-11    North     Bolo              NA\n2794   Facility 37 2020-06-11     2020-06-11    North     Bolo              NA\n2795   Facility 35 2020-06-10     2020-06-11    North   Spring              NA\n2796   Facility 43 2020-06-10     2020-06-11    North    Dingo              NA\n2797   Facility 43 2020-06-09     2020-06-11    North    Dingo              NA\n2798   Facility 43 2020-06-08     2020-06-11    North    Dingo              NA\n2799   Facility 43 2020-06-07     2020-06-11    North    Dingo              NA\n2800   Facility 49 2020-06-10     2020-06-11    North    Dingo              NA\n2801   Facility 13 2020-06-10     2020-06-11    North     Bolo              NA\n2802   Facility 13 2020-06-09     2020-06-11    North     Bolo              NA\n2803   Facility 50 2020-06-10     2020-06-11    North   Spring              NA\n2804   Facility 24 2020-06-11     2020-06-11    North     Bolo              NA\n2805   Facility 53 2020-06-10     2020-06-11    North     Bolo              NA\n2806    Facility 3 2020-06-11     2020-06-11    North    Dingo              NA\n2807   Facility 24 2020-06-10     2020-06-11    North     Bolo              NA\n2808   Facility 26 2020-06-10     2020-06-10    North     Bolo              NA\n2809   Facility 32 2020-06-10     2020-06-10    North   Spring              NA\n2810   Facility 18 2020-06-10     2020-06-10    North     Bolo              NA\n2811   Facility 48 2020-06-09     2020-06-10    North    Dingo              NA\n2812   Facility 10 2020-06-10     2020-06-10    North     Bolo              NA\n2813    Facility 4 2020-06-10     2020-06-10    North     Bolo              NA\n2814   Facility 19 2020-06-07     2020-06-10    North     Bolo              NA\n2815   Facility 38 2020-06-09     2020-06-10    North     Bolo              NA\n2816   Facility 35 2020-06-09     2020-06-10    North   Spring              NA\n2817   Facility 29 2020-06-09     2020-06-10    North    Dingo              NA\n2818    Facility 8 2020-06-09     2020-06-10    North     Bolo              NA\n2819   Facility 60 2020-06-09     2020-06-10    North     Bolo              NA\n2820   Facility 60 2020-06-08     2020-06-10    North     Bolo              NA\n2821   Facility 31 2020-06-10     2020-06-10    North    Dingo              NA\n2822   Facility 58 2020-06-09     2020-06-10    North   Spring              NA\n2823   Facility 21 2020-06-10     2020-06-10    North     Bolo              NA\n2824   Facility 55 2020-06-27     2020-06-28    North     Bolo              NA\n2825   Facility 55 2020-06-26     2020-06-28    North     Bolo              NA\n2826   Facility 55 2020-06-25     2020-06-28    North     Bolo              NA\n2827   Facility 55 2020-06-24     2020-06-28    North     Bolo              NA\n2828   Facility 55 2020-06-23     2020-06-28    North     Bolo              NA\n2829    Facility 5 2020-06-20     2020-06-28    North     Bolo              13\n2830    Facility 5 2020-06-19     2020-06-28    North     Bolo               0\n2831   Facility 21 2020-06-28     2020-06-28    North     Bolo              36\n2832   Facility 24 2020-06-27     2020-06-28    North     Bolo              10\n2833    Facility 1 2020-06-27     2020-06-28    North   Spring              NA\n2834   Facility 26 2020-06-27     2020-06-28    North     Bolo               3\n2835   Facility 26 2020-06-26     2020-06-28    North     Bolo               0\n2836   Facility 26 2020-06-25     2020-06-28    North     Bolo               0\n2837   Facility 26 2020-06-24     2020-06-28    North     Bolo               1\n2838   Facility 26 2020-06-23     2020-06-28    North     Bolo              NA\n2839   Facility 25 2020-06-27     2020-06-28    North     Bolo              NA\n2840   Facility 37 2020-06-28     2020-06-28    North     Bolo              NA\n2841   Facility 25 2020-06-24     2020-06-28    North     Bolo              NA\n2842   Facility 26 2020-06-22     2020-06-28    North     Bolo              NA\n2843   Facility 26 2020-06-21     2020-06-28    North     Bolo              NA\n2844   Facility 26 2020-06-20     2020-06-28    North     Bolo              NA\n2845   Facility 33 2020-06-27     2020-06-28    North  Barnard               1\n2846   Facility 26 2020-06-17     2020-06-28    North     Bolo              NA\n2847   Facility 26 2020-06-16     2020-06-28    North     Bolo              NA\n2848    Facility 3 2020-06-28     2020-06-28    North    Dingo              NA\n2849    Facility 7 2020-06-28     2020-06-28    North   Spring              NA\n2850   Facility 27 2020-06-27     2020-06-28    North   Spring              NA\n2851   Facility 27 2020-06-27     2020-06-28    North   Spring              NA\n2852   Facility 27 2020-06-27     2020-06-28    North   Spring              NA\n2853   Facility 37 2020-06-27     2020-06-28    North     Bolo              NA\n2854   Facility 23 2020-06-27     2020-06-28    North    Dingo              NA\n2855   Facility 13 2020-06-26     2020-06-28    North     Bolo              NA\n2856   Facility 51 2020-06-27     2020-06-28    North   Spring              NA\n2857   Facility 13 2020-06-25     2020-06-28    North     Bolo              NA\n2858   Facility 18 2020-06-27     2020-06-28    North     Bolo               8\n2859   Facility 32 2020-06-27     2020-06-28    North   Spring              NA\n2860    Facility 2 2020-06-27     2020-06-28    North     Bolo              NA\n2861   Facility 15 2020-06-26     2020-06-27    North  Barnard              NA\n2862   Facility 36 2020-06-27     2020-06-27    North    Dingo              NA\n2863   Facility 29 2020-06-26     2020-06-27    North    Dingo              NA\n2864   Facility 58 2020-06-26     2020-06-27    North   Spring              NA\n2865    Facility 4 2020-06-27     2020-06-27    North     Bolo              10\n2866   Facility 10 2020-06-27     2020-06-27    North     Bolo              NA\n2867    Facility 8 2020-06-24     2020-06-27    North     Bolo               2\n2868   Facility 33 2020-06-24     2020-06-27    North  Barnard               3\n2869   Facility 35 2020-06-27     2020-06-27    North   Spring              NA\n2870   Facility 21 2020-06-27     2020-06-27    North     Bolo              NA\n2871   Facility 51 2020-06-25     2020-06-27    North   Spring              NA\n2872   Facility 65 2020-06-20     2020-06-27    North   Spring              NA\n2873   Facility 65 2020-06-21     2020-06-27    North   Spring              NA\n2874   Facility 65 2020-06-24     2020-06-27    North   Spring              NA\n2875   Facility 65 2020-06-23     2020-06-27    North   Spring              NA\n2876   Facility 65 2020-06-22     2020-06-27    North   Spring              NA\n2877   Facility 27 2020-06-24     2020-06-27    North   Spring              NA\n2878   Facility 23 2020-06-24     2020-06-27    North    Dingo              NA\n2879    Facility 3 2020-06-27     2020-06-27    North    Dingo              NA\n2880   Facility 50 2020-06-26     2020-06-27    North   Spring              NA\n2881    Facility 1 2020-06-26     2020-06-27    North   Spring              NA\n2882    Facility 1 2020-06-24     2020-06-27    North   Spring              NA\n2883    Facility 1 2020-06-23     2020-06-27    North   Spring              NA\n2884    Facility 1 2020-06-25     2020-06-27    North   Spring              NA\n2885   Facility 58 2020-06-25     2020-06-26    North   Spring              NA\n2886   Facility 29 2020-06-25     2020-06-26    North    Dingo              NA\n2887   Facility 36 2020-06-26     2020-06-26    North    Dingo              NA\n2888   Facility 28 2020-06-24     2020-06-26    North   Spring              23\n2889   Facility 28 2020-06-25     2020-06-26    North   Spring              18\n2890   Facility 28 2020-06-25     2020-06-26    North   Spring              18\n2891   Facility 37 2020-06-26     2020-06-26    North     Bolo              NA\n2892    Facility 9 2020-06-25     2020-06-26    North   Spring              NA\n2893   Facility 21 2020-06-26     2020-06-26    North     Bolo              NA\n2894   Facility 50 2020-06-25     2020-06-26    North   Spring              NA\n2895   Facility 35 2020-06-26     2020-06-26    North   Spring              NA\n2896    Facility 2 2020-06-25     2020-06-26    North     Bolo              NA\n2897   Facility 32 2020-06-25     2020-06-26    North   Spring              NA\n2898   Facility 15 2020-06-25     2020-06-26    North  Barnard              NA\n2899    Facility 3 2020-06-26     2020-06-26    North    Dingo              NA\n2900    Facility 3 2020-06-26     2020-06-26    North    Dingo              NA\n2901   Facility 25 2020-06-23     2020-06-26    North     Bolo              NA\n2902   Facility 29 2020-06-24     2020-06-25    North    Dingo              NA\n2903   Facility 37 2020-06-25     2020-06-25    North     Bolo              NA\n2904   Facility 36 2020-06-25     2020-06-25    North    Dingo              NA\n2905   Facility 58 2020-06-24     2020-06-25    North   Spring              NA\n2906    Facility 9 2020-06-24     2020-06-25    North   Spring              NA\n2907   Facility 48 2020-06-23     2020-06-25    North    Dingo              NA\n2908    Facility 9 2020-06-23     2020-06-25    North   Spring              NA\n2909   Facility 35 2020-06-25     2020-06-25    North   Spring              NA\n2910   Facility 21 2020-06-25     2020-06-25    North     Bolo              NA\n2911   Facility 60 2020-06-23     2020-06-25    North     Bolo              NA\n2912   Facility 13 2020-06-24     2020-06-25    North     Bolo              NA\n2913   Facility 50 2020-06-24     2020-06-25    North   Spring              NA\n2914   Facility 15 2020-06-24     2020-06-25    North  Barnard              NA\n2915   Facility 18 2020-06-24     2020-06-25    North     Bolo              NA\n2916   Facility 51 2020-06-24     2020-06-25    North   Spring              NA\n2917    Facility 3 2020-06-25     2020-06-25    North    Dingo              NA\n2918    Facility 2 2020-06-24     2020-06-25    North     Bolo              NA\n2919    Facility 2 2020-06-23     2020-06-25    North     Bolo              NA\n2920    Facility 2 2020-06-22     2020-06-25    North     Bolo              NA\n2921    Facility 2 2020-06-21     2020-06-25    North     Bolo              NA\n2922   Facility 36 2020-06-24     2020-06-24    North    Dingo              NA\n2923    Facility 4 2020-06-24     2020-06-24    North     Bolo              NA\n2924   Facility 37 2020-06-24     2020-06-24    North     Bolo              NA\n2925   Facility 14 2020-06-24     2020-06-24    North    Dingo              NA\n2926   Facility 10 2020-06-24     2020-06-24    North     Bolo              NA\n2927   Facility 19 2020-06-23     2020-06-24    North     Bolo              NA\n2928   Facility 35 2020-06-24     2020-06-24    North   Spring              NA\n2929   Facility 21 2020-06-24     2020-06-24    North     Bolo              NA\n2930   Facility 51 2020-06-23     2020-06-24    North   Spring              NA\n2931    Facility 8 2020-06-22     2020-06-24    North     Bolo              NA\n2932   Facility 13 2020-06-23     2020-06-24    North     Bolo              NA\n2933   Facility 58 2020-06-23     2020-06-24    North   Spring              NA\n2934   Facility 32 2020-06-23     2020-06-24    North   Spring              NA\n2935   Facility 28 2020-06-23     2020-06-24    North   Spring              16\n2936   Facility 18 2020-06-23     2020-06-24    North     Bolo              NA\n2937   Facility 49 2020-06-23     2020-06-24    North    Dingo              NA\n2938   Facility 50 2020-06-23     2020-06-24    North   Spring              NA\n2939    Facility 3 2020-06-24     2020-06-24    North    Dingo              NA\n2940   Facility 23 2020-06-23     2020-06-24    North    Dingo              NA\n2941   Facility 27 2020-06-23     2020-06-24    North   Spring              NA\n2942   Facility 27 2020-06-22     2020-06-24    North   Spring              NA\n2943   Facility 27 2020-06-21     2020-06-24    North   Spring              NA\n2944   Facility 36 2020-06-23     2020-06-23    North    Dingo              NA\n2945   Facility 29 2020-06-22     2020-06-23    North    Dingo              NA\n2946    Facility 4 2020-06-23     2020-06-23    North     Bolo              NA\n2947   Facility 37 2020-06-10     2020-06-10    North     Bolo              NA\n2948    Facility 3 2020-06-10     2020-06-10    North    Dingo              NA\n2949   Facility 23 2020-06-09     2020-06-10    North    Dingo              NA\n2950   Facility 50 2020-06-09     2020-06-10    North   Spring              NA\n2951   Facility 53 2020-06-09     2020-06-10    North     Bolo              NA\n2952   Facility 49 2020-06-09     2020-06-10    North    Dingo              NA\n2953   Facility 18 2020-06-09     2020-06-10    North     Bolo              NA\n2954    Facility 2 2020-06-08     2020-06-10    North     Bolo              NA\n2955    Facility 2 2020-06-09     2020-06-10    North     Bolo              NA\n2956   Facility 34 2020-06-09     2020-06-09    North    Dingo              NA\n2957   Facility 32 2020-06-09     2020-06-09    North   Spring              NA\n2958   Facility 46 2020-06-08     2020-06-09    North    Dingo              NA\n2959    Facility 4 2020-06-09     2020-06-09    North     Bolo              NA\n2960   Facility 10 2020-06-09     2020-06-09    North     Bolo              NA\n2961   Facility 29 2020-06-08     2020-06-09    North    Dingo              NA\n2962   Facility 37 2020-06-09     2020-06-09    North     Bolo              NA\n2963   Facility 36 2020-06-08     2020-06-09    North    Dingo              NA\n2964   Facility 36 2020-06-07     2020-06-09    North    Dingo              NA\n2965    Facility 9 2020-06-09     2020-06-09    North   Spring              NA\n2966    Facility 9 2020-06-09     2020-06-09    North   Spring              NA\n2967   Facility 21 2020-06-09     2020-06-09    North     Bolo              NA\n2968   Facility 23 2020-06-08     2020-06-09    North    Dingo              NA\n2969    Facility 8 2020-06-07     2020-06-09    North     Bolo              NA\n2970    Facility 8 2020-06-08     2020-06-09    North     Bolo              NA\n2971   Facility 38 2020-06-08     2020-06-09    North     Bolo              NA\n2972    Facility 3 2020-06-09     2020-06-09    North    Dingo              NA\n2973   Facility 25 2020-06-08     2020-06-09    North     Bolo              NA\n2974   Facility 42 2020-06-08     2020-06-09    North    Dingo              NA\n2975   Facility 58 2020-06-08     2020-06-09    North   Spring              NA\n2976   Facility 31 2020-06-09     2020-06-09    North    Dingo              NA\n2977   Facility 26 2020-06-09     2020-06-09    North     Bolo              NA\n2978   Facility 53 2020-06-08     2020-06-09    North     Bolo              NA\n2979   Facility 18 2020-06-08     2020-06-09    North     Bolo              NA\n2980   Facility 29 2020-06-04     2020-06-08    North    Dingo              NA\n2981   Facility 32 2020-06-07     2020-06-08    North   Spring              NA\n2982   Facility 29 2020-06-03     2020-06-08    North    Dingo              NA\n2983   Facility 32 2020-06-08     2020-06-08    North   Spring              NA\n2984   Facility 29 2020-06-02     2020-06-08    North    Dingo              NA\n2985   Facility 29 2020-06-01     2020-06-08    North    Dingo              NA\n2986   Facility 14 2020-06-08     2020-06-08    North    Dingo              NA\n2987   Facility 29 2020-06-07     2020-06-08    North    Dingo              NA\n2988   Facility 58 2020-06-07     2020-06-08    North   Spring              NA\n2989   Facility 34 2020-06-08     2020-06-08    North    Dingo              NA\n2990   Facility 34 2020-06-08     2020-06-08    North    Dingo              NA\n2991   Facility 42 2020-05-25     2020-06-08    North    Dingo              NA\n2992   Facility 38 2020-06-07     2020-06-08    North     Bolo              NA\n2993   Facility 19 2020-06-06     2020-06-08    North     Bolo              NA\n2994   Facility 18 2020-06-07     2020-06-08    North     Bolo              NA\n2995   Facility 23 2020-06-07     2020-06-08    North    Dingo              NA\n2996   Facility 25 2020-06-07     2020-06-08    North     Bolo              NA\n2997   Facility 26 2020-06-08     2020-06-08    North     Bolo              NA\n2998   Facility 21 2020-06-08     2020-06-08    North     Bolo              NA\n2999    Facility 3 2020-06-08     2020-06-08    North    Dingo              NA\n3000   Facility 13 2020-06-07     2020-06-08    North     Bolo              NA\n3001    Facility 3 2020-06-07     2020-06-08    North    Dingo              NA\n3002   Facility 24 2020-06-07     2020-06-08    North     Bolo              NA\n3003    Facility 4 2020-06-07     2020-06-08    North     Bolo              NA\n3004   Facility 53 2020-06-07     2020-06-08    North     Bolo              NA\n3005    Facility 2 2020-06-07     2020-06-08    North     Bolo              NA\n3006   Facility 36 2020-06-06     2020-06-07    North    Dingo              NA\n3007   Facility 36 2020-06-05     2020-06-07    North    Dingo              NA\n3008   Facility 36 2020-06-04     2020-06-07    North    Dingo              NA\n3009   Facility 34 2020-06-07     2020-06-07    North    Dingo              NA\n3010   Facility 19 2020-06-05     2020-06-07    North     Bolo              NA\n3011   Facility 14 2020-06-07     2020-06-07    North    Dingo              NA\n3012   Facility 26 2020-06-07     2020-06-07    North     Bolo              NA\n3013   Facility 36 2020-06-03     2020-06-07    North    Dingo              NA\n3014   Facility 36 2020-06-02     2020-06-07    North    Dingo              NA\n3015   Facility 18 2020-06-06     2020-06-07    North     Bolo              NA\n3016   Facility 24 2020-06-06     2020-06-07    North     Bolo              NA\n3017   Facility 21 2020-06-07     2020-06-07    North     Bolo              NA\n3018   Facility 13 2020-06-06     2020-06-07    North     Bolo              NA\n3019    Facility 2 2020-06-06     2020-06-07    North     Bolo              NA\n3020   Facility 60 2020-06-05     2020-06-06    North     Bolo              NA\n3021   Facility 19 2020-06-04     2020-06-06    North     Bolo              NA\n3022   Facility 13 2020-06-05     2020-06-06    North     Bolo              NA\n3023   Facility 21 2020-06-06     2020-06-06    North     Bolo              NA\n3024   Facility 13 2020-06-04     2020-06-06    North     Bolo              NA\n3025   Facility 26 2020-06-06     2020-06-06    North     Bolo              NA\n3026    Facility 2 2020-06-05     2020-06-06    North     Bolo              NA\n3027   Facility 60 2020-06-04     2020-06-05    North     Bolo              NA\n3028   Facility 21 2020-06-05     2020-06-05    North     Bolo              NA\n3029   Facility 26 2020-06-05     2020-06-05    North     Bolo              NA\n3030    Facility 2 2020-06-04     2020-06-05    North     Bolo              NA\n3031   Facility 60 2020-06-03     2020-06-04    North     Bolo              NA\n3032    Facility 4 2020-06-04     2020-06-04    North     Bolo              NA\n3033    Facility 2 2020-06-03     2020-06-04    North     Bolo              NA\n3034   Facility 22 2020-06-03     2020-06-04    North     Bolo              NA\n3035   Facility 19 2020-06-03     2020-06-04    North     Bolo              NA\n3036   Facility 24 2020-06-03     2020-06-04    North     Bolo              NA\n3037   Facility 21 2020-06-04     2020-06-04    North     Bolo              NA\n3038   Facility 21 2020-06-03     2020-06-03    North     Bolo              NA\n     malaria_rdt_5-14 malaria_rdt_15 malaria_tot newid\n1                  12             23          46     1\n2                  10              5          26     2\n3                   5              5          18     3\n4                  16             17          49     4\n5                   2              6          17     5\n6                   1              4           8     6\n7                   0              3           7     6\n8                  14             13          42     5\n9                  11             13          35     5\n10                 15             15          49     5\n11                  7             13          32     7\n12                  1             20          28     8\n13                  8             18          53     9\n14                 10             24          34    10\n15                 15             28          60    11\n16                 36             62         134    12\n17                  0              0           0    13\n18                  1             10          16    14\n19                  3              2          11    15\n20                  9             16          34    16\n21                  4              1           9    17\n22                  0              6          13    18\n23                  2             18          32    19\n24                  7             41          52    19\n25                  9             14          37    20\n26                 18              5          51    21\n27                  3             24          32    19\n28                  4             13          28    22\n29                  7             16          31    23\n30                  7             16          31    23\n31                  0             41          62    24\n32                  3             13          23    25\n33                  2              5          10    26\n34                  4             11          22    27\n35                  7             33          49    28\n36                  4             23          46    29\n37                 14             54          96    30\n38                  8             10          27    30\n39                  2             11          24    31\n40                 10             16          33    31\n41                 35             30          91    32\n42                  2              8          10    33\n43                  4              2          10    33\n44                  9             11          28     7\n45                  9             29          43    30\n46                 14             31          70    30\n47                 25             38          84    30\n48                 20             26          55    30\n49                  9             17          30    34\n50                 56             96         233    35\n51                 50             83         229    35\n52                  4              5          20     1\n53                  4             84         106     1\n54                  0              0           0    36\n55                 26             53         112    37\n56                  1             31          37    37\n57                 13              1          32    21\n58                  3              8          18    38\n59                  5              6          19    38\n60                  7              5          23    15\n61                 18             23          41    10\n62                  6             12          22    39\n63                 18             15          43    39\n64                  9             13          34     9\n65                  9              8          24    26\n66                  2              5          13     3\n67                  2              5          12    40\n68                  0              0           0    13\n69                 31             25          83    11\n70                  9             18          48     4\n71                  6             18          36    41\n72                 10             19          41     2\n73                  0              0           1    16\n74                  2              5          11    18\n75                 35             62         109    12\n76                  1              4           8    25\n77                  4             16          26     8\n78                  5              2          19    27\n79                 10             27          56    29\n80                 17             28          75    24\n81                  8             21          43    28\n82                  3             26          50    42\n83                  3             17          49    20\n84                  3              6          13    43\n85                  0              8          16    43\n86                  3              7          21    43\n87                  5              9          29    43\n88                  4             11          24    43\n89                  3             10          20    43\n90                  2              4           9    43\n91                 15             26          67    44\n92                  8             22          40    44\n93                  9             46          76    44\n94                  5             52          63    44\n95                  0              0           0    44\n96                  4              6          16    44\n97                 20             24          57    44\n98                  3              7          18    43\n99                  4              9          23    43\n100                 9              7          28    43\n101                 3              8          16    43\n102                 2              5          14    43\n103                 5              9          27    43\n104                 6              4          19    43\n105                33             22          82    32\n106                39             15          88    32\n107                14             24          54    44\n108                19             26          53    44\n109                 6             43          55    44\n110                10             39          74    44\n111                50             49         130    45\n112                 7             12          30    23\n113                 3             10          23    22\n114                 0              0           0    36\n115                 7             11          28    34\n116                 2              3          10    46\n117                13             20          41    28\n118                 5             14          22    25\n119                 5             14          22    25\n120                23             30          97     9\n121                18             37          80     9\n122                 0              0           0     9\n123                 1              0           3     9\n124                22             27          74     9\n125                 3              4           9    27\n126                11             18          60     9\n127                27             27          74     9\n128                24             63         118     9\n129                27             27         109     9\n130                 1              9          13     9\n131                 0              9          14     9\n132                21             23          74     9\n133                16             23          75     9\n134                 2              6          12    18\n135                23             37          91     9\n136                 0              0           0    13\n137                21             39          87    11\n138                 8             20          44    41\n139                 6             10          18     4\n140                 8             20          41     7\n141                 0              0           2    47\n142                 0              0           0    40\n143                 3             10          24     8\n144                 9              3          22    15\n145                 1             12          18     8\n146                 8              9          39    20\n147                16              3          45    21\n148                 2             11          19    14\n149                 1              0           1    16\n150                 7              7          22     3\n151                 8             73          99    24\n152                45             65         136    12\n153                20             17          37    10\n154                25             24          69    29\n155                 7             18          34    39\n156                 3             13          23    48\n157                11             14          38    39\n158                21             32          80    39\n159                13             11          39    39\n160                 7             25          44    39\n161                11             15          44    39\n162                11             17          43    39\n163                 8             12          28    39\n164                13             11          41    39\n165                12             28          61    39\n166                15             18          40    39\n167                10             14          33    39\n168                25             31          66    39\n169                 5             31          46     2\n170                 4              9          20    26\n171                 9             10          39    31\n172                 7             15          34    28\n173                 0              0           2    17\n174                 6              8          17    17\n175                 0              0           0    28\n176                 7             22          40     2\n177                 7              9          24    48\n178                15              1          21    16\n179                 0              0           0    13\n180                19             24          56    29\n181                24             41         114    11\n182                34             56         128    12\n183                39             18         113    37\n184                 5             20          31     7\n185                22             19          97    37\n186                 7             22          53    42\n187                16             25          82    40\n188                43             58         154    49\n189                 4             15          23     3\n190                 6             74          88    14\n191                21             45          84    50\n192                 5              9          21    38\n193                 7             20          43     1\n194                 6             12          29    34\n195                 3             16          26    31\n196                 4             15          41    47\n197                 7              9          20    33\n198                 7             19          41    23\n199                 3              7          11    22\n200                 7              4          20     7\n201                13             13          36     7\n202                 4             13          29     8\n203                 3              7          15     8\n204                85             55         168    45\n205                 9             16          39    19\n206                 5              5          30    21\n207                 2              6          12    33\n208                 5             13          26    38\n209                12             17          49    51\n210                 6             10          28    42\n211                13             17          44    36\n212                 0              0           0    13\n213                 9             24          38     2\n214                14             36          70    30\n215                 0             31          32    24\n216                10             26          54    15\n217                29             33         120    11\n218                11             13          42    16\n219                14             27          41    10\n220                12             26          75    37\n221                 7              7          46    37\n222                25             39          88    40\n223                59             48         150    49\n224                 2              8          23    18\n225                11             18          42    29\n226                40             77         157    12\n227                22              9          35    23\n228                 5             10          22    25\n229                 7              3          13    27\n230                 7             15          27    48\n231                84             86         248    45\n232                12             35          73    52\n233                 6             69          87    52\n234                 8             16          40    28\n235                 5             12          26    46\n236                 6              7          25    14\n237                 5             22          40    31\n238                 6             11          26    34\n239                10             18          38     4\n240                 3             17          31    51\n241                10             17          35    51\n242                 4             13          26     6\n243                24             21          72    51\n244                 8             20          32    51\n245                 6             10          32    51\n246                 7              9          32    51\n247                 0              5          18    53\n248                 1              3          21    53\n249                 8             12          34    31\n250                10              8          25    31\n251                12             21          51    31\n252                 9              7          37    21\n253                11             11          44    21\n254                 5             31          53    42\n255                10             19          42    42\n256                31             22          84    50\n257                11             23          49    19\n258                14             17          35    19\n259                 1              3           8     3\n260                 8              8          18     3\n261                 0              0           0     3\n262                 8             11          38    21\n263                 0              0           0     2\n264                13             24          59     2\n265                 8             33          57     2\n266                 3             18          43    28\n267                 5             23          45     4\n268                12              7          36    54\n269                 0             21          21    54\n270                 0              0           0    54\n271                 0              0           0    13\n272                 0              0           0    13\n273                21             34          79    49\n274                 2             12          22    38\n275                 4              2          11    20\n276                15             13          48    47\n277                58             37         142    49\n278                 0              0           0    13\n279                16             21          44    41\n280                14             12          32    15\n281                24             22          66    15\n282                15             68         123    24\n283                26             59         133    11\n284                21             28          72    40\n285                22             20          51    16\n286                22             30          73    32\n287                 1              7          12    18\n288                20             15          52    29\n289                 9             14          29    33\n290                 8             17          37    23\n291                24             85         135    12\n292                 2             18          26    55\n293                 9              5          26    27\n294                 0              0           0    25\n295                 2             11          15    25\n296                 8             16          29    48\n297                 2              3          12    26\n298                 6              8          16    48\n299                 9             15          36     1\n300                13             12          39     1\n301                 6             10          23    34\n302                18             15          43    14\n303                 0              0           0    56\n304                 2             11          26     6\n305                 6             12          26     6\n306                 4              8          24     6\n307                11             68          92    52\n308                34             67         178    35\n309                11             54          95    52\n310                 6             15          28    36\n311                10             16          44    52\n312                15             17          42     4\n313                11             47          68    52\n314                 6             30          36    10\n315                14             41          63    52\n316                12             45          77    52\n317                 5             87         104    52\n318                35             90         200    56\n319                30             37          96    32\n320                18             31          77    50\n321                34             30          81    40\n322                16             40          74    30\n323                 5             41          56    30\n324                15             45          77    30\n325                 8             38          60    30\n326                 6             18          44    30\n327                 9             19          38    30\n328                 6             17          33     7\n329                 1              6          20    22\n330                 1             10          23    53\n331                 4              1          31    53\n332                 0              0           0    13\n333                 0              0           0    53\n334                 0              0           0    53\n335                 3              7          24    53\n336                 0             12          17     8\n337                 7             17          38    36\n338                 2             14          29     8\n339                 2             10          34    53\n340                11             15          41     7\n341                 4              7          25    53\n342                 0              0           0     7\n343                 0              0           0     7\n344                 5              5          21     7\n345                 1              3           4    20\n346                28             37         130    11\n347                 8             10          23    38\n348                25             41         100    12\n349                54             41         158    49\n350                55             24         128    49\n351                34             55         164    11\n352                 2             13          21    11\n353                 5             21          59    23\n354                12             18          52    16\n355                 4              5          13    18\n356                15             20          63    47\n357                17             29          94    47\n358                26             29          65    29\n359                 3             19          30    55\n360                 9             59          75    24\n361                 8             32          61    41\n362                 5              3          22    27\n363                 2             21          31    41\n364                 0              4           6    26\n365                 6              8          19     3\n366                 7             41          60    19\n367                 7             15          33    57\n368                11             23          50    57\n369                 7              9          21    57\n370                 0              3           6    57\n371                 3              2           7    57\n372                 4              5          14    57\n373                 3              7          16    14\n374                 7              7          19    34\n375                10             18          43    35\n376                10             25          38    58\n377                 5             50          55    58\n378                17             47         179    35\n379                 3              5          10    33\n380                23             39          94     4\n381                 0              0           0     4\n382                 0              5          10     4\n383                 6             41          50    19\n384                 6             33          42    19\n385                 7             33          49    19\n386                 7             57         140    50\n387                 5             13          27    46\n388                 0              0           0    43\n389                 2              4          13    43\n390                 4              7          16    43\n391                 5              8          24    43\n392                 4             15          30    41\n393                12             10          32    43\n394                 0              0           0    22\n395                 0              0           0    22\n396                 4              2          11    43\n397                 0              0           0    43\n398                 3              2           9    43\n399                 3              4          12    43\n400                 5              9          30    43\n401                 5              8          22    43\n402                 0              0           0    43\n403                 5              3          10    43\n404                 0              3           3    43\n405                 6             15          29    43\n406                 1              4           7    43\n407                 5              7          15    43\n408                 9              7          21    43\n409                 4              5          16    43\n410                10              7          23    43\n411                 3              7          14    43\n412                 7             14          27    43\n413                 6              9          23    43\n414                 5             12          23    43\n415                 7             10          21    43\n416                 0              0           0    48\n417                 0              0           0    48\n418                 0              1           1    28\n419                10             17          35    28\n420                 4             13          31    28\n421                 9             19          45    28\n422                 0              0           0    29\n423                17             26          65    29\n424                20             17          52    28\n425                10             21          55    28\n426                 2              0           8    28\n427                12             47          74    24\n428                 2             10          16    28\n429                14             16          43    28\n430                 4             14          44    28\n431                12             19          43    28\n432                16             30          72    28\n433                 0              0           0    38\n434                36             87         159    12\n435                 8              8          26    16\n436                 0              0           0    14\n437                19             23          78    47\n438                 0             11          15    41\n439                20             15          51     2\n440                17             19          49     2\n441                16             28          59     2\n442                 2             13          20     2\n443                 0              0           0    38\n444                 0              0           0    15\n445                10             12          30    38\n446                 0              0           0    34\n447                 4             10          18    22\n448                 2              6          17    18\n449                38             84         175    12\n450                38             84         175    12\n451                 0              0           0    18\n452                 7              8          21    48\n453                17             21          61    16\n454                10             35          60    24\n455                 3              3           9    26\n456                21             19          68    40\n457                 4              9          20    14\n458                22             27          83    47\n459                 5             12          29    34\n460                12             14          30     4\n461                14            132         210    35\n462                41            122         242    35\n463                29             83         192    35\n464               160            181         486    45\n465                18             23          62    29\n466                 6             13          31    48\n467                 8             15          44     1\n468                14             15          29    10\n469                 2              6           9    33\n470                 8              4          34    21\n471                20             35          99    11\n472                 3              3          24    30\n473                 4              8          31    51\n474                 0             54          60    30\n475                 6              9          20    42\n476                 5              9          19    42\n477                 5             11          26    38\n478                10             13          32    36\n479                 7             31          69    19\n480                53             60         172    12\n481                 0              0           0    13\n482                12             18          41    31\n483                 1             15          26    22\n484                11             24          47    41\n485                 0              7          14    18\n486                19             24          66    40\n487                 7             18          37    15\n488                 8              5          23     3\n489                11             13          36    27\n490                 6             34          56    55\n491                24             16          59    16\n492                 3             34          49    24\n493                 1              6          11    26\n494                 5             13          26    14\n495                13             19          54    47\n496                11             15          29    34\n497                14             16          52     4\n498                 9             10          28     6\n499                 8              8          30     7\n500                 0              0           0     5\n501                 8              8          28     5\n502                13             17          48     5\n503                14             16          53     5\n504                14             23          49     7\n505                13             29          60     5\n506                 4             10          18     5\n507                 8             28          41     5\n508                 9             26          55     4\n509                16             18          34    10\n510                 9             12          28    33\n511                 7              7          16    33\n512                 9              5          22    33\n513                 7             37          59    19\n514                10             40          71    19\n515                 5             64         105    19\n516                23             64         125    11\n517                12             14          46    21\n518                 4             11          19     8\n519                32             15          69    54\n520                 7              8          24    20\n521                 9             13          29    36\n522                 0              0           0    13\n523                29             30          91    50\n524                 4             12          19    37\n525                23            133         187    12\n526                 2              9          26    31\n527                13             11          52    29\n528                 6             10          24     3\n529                15             28          64    15\n530                15             71         110    52\n531                10             20          43    24\n532                15             35          62    52\n533                 7             26          48    52\n534                 3              6          23    22\n535                10             39          55    52\n536                 4             17          43    55\n537                 2             12          17    25\n538                17             28          59    40\n539                 8              8          32    27\n540                 4              6          19    18\n541                 7             16          28    48\n542                37             29          97    16\n543                 3              5          11    26\n544                 9             15          29    31\n545                 6             19          31    41\n546                 7             17          29    38\n547                15              9          33    14\n548                 0             17          18    37\n549                 5              8          24    34\n550                 6              9          35    51\n551                10              8          30     6\n552                 4             12          20     6\n553                 5              3          11    26\n554                 3              9          15    37\n555                21             50         100    50\n556                35             47         135    50\n557                13             19          32    10\n558                 9             27          68     1\n559                27             28          94     1\n560               155            119         395    45\n561                16             20          54    54\n562                12             27          61    47\n563                27             72         136    11\n564                14             15          47    21\n565                 3              9          21     8\n566                37             94         241    35\n567                36             55         140    35\n568                41            140         285    35\n569                50            124         226    35\n570                 5             17          39    31\n571                45            135         263    35\n572                17             20          63    29\n573                 2             13          15    19\n574                 2              8          13    19\n575                 0             11          22    19\n576                13             18          43    36\n577                11             19          40    19\n578                 4             11          25    19\n579                10             28          46    19\n580                10             15          25    10\n581                 3              6          12    41\n582                 5             13          22    41\n583                 2             17          26    41\n584                 9              9          30    41\n585                 1              4           7    40\n586                54             64         170    49\n587                23             21          75    11\n588                28             68         135    12\n589                 9             12          43     1\n590                41             40          81    10\n591                19             26          58     7\n592                 9             22          55    42\n593                14              7          52    21\n594                 0              0           0    13\n595                 0              1           2    16\n596                 6              4          22    15\n597                 0              0           0     1\n598                 6             10          26     1\n599                 5              7          17     1\n600                30             35          80    29\n601                 7              9          22    38\n602                20             60         124    24\n603                 5              2          11    27\n604                 5             10          27    18\n605                NA             NA          NA    59\n606                NA             NA          NA    59\n607                NA             NA          NA    59\n608                NA             NA          NA    59\n609                NA             NA          NA    59\n610                NA             NA          NA    59\n611                NA             NA          NA    59\n612                NA             NA          NA    59\n613                NA             NA          NA    59\n614                 4              9          23    25\n615                NA             NA          NA    59\n616                NA             NA          NA    59\n617                12             42          66     2\n618                NA             NA          NA    59\n619                NA             NA          NA    59\n620                NA             NA          NA    59\n621                NA             NA          NA    59\n622                NA             NA          NA    59\n623                NA             NA          NA    59\n624                NA             NA          NA    59\n625                NA             NA          NA    59\n626                NA             NA          NA    59\n627                NA             NA          NA    59\n628                NA             NA          NA    59\n629                NA             NA          NA    59\n630                NA             NA          NA    59\n631                NA             NA          NA    59\n632                NA             NA          NA    59\n633                NA             NA          NA    59\n634                NA             NA          NA    59\n635                NA             NA          NA    59\n636                NA             NA          NA    59\n637                NA             NA          NA    59\n638                 0              0           0     7\n639                 2              2           7     7\n640                NA             NA          NA    59\n641                NA             NA          NA    59\n642                NA             NA          NA    59\n643                NA             NA          NA    59\n644                NA             NA          NA    59\n645                 9             14          34    48\n646                NA             NA          NA    59\n647                 4             16          34     3\n648                NA             NA          NA    59\n649                NA             NA          NA    59\n650                 6              8          18    26\n651                 0              2           6    50\n652                 0              0           0    42\n653                21             17          59    32\n654                18             26          61    32\n655                 0              0           0    31\n656                 0              0           0    31\n657                 7             12          28    31\n658                 8             13          37    32\n659                32             15          69    32\n660                 7             16          32     6\n661                27             12          61     4\n662                11             14          33    23\n663                 3              5          12    46\n664                 7             16          35    34\n665                 3              4           7    17\n666                 0              0           0    17\n667                 6              2          20    21\n668                 5              5          43    21\n669                14             33          69     1\n670                 2              6          17    22\n671                 0              0           0    20\n672                 0              0           2    20\n673                 1              0           1    20\n674                 1              0           1    20\n675                 7             11          34    22\n676                 0              0           1     5\n677                 2              8          20     5\n678                18              5          32     5\n679                18              5          32     5\n680                18              5          32     5\n681                18              5          32     5\n682                13             12          34     5\n683                11              9          37     5\n684                 3             11          22    14\n685                38             89         182    35\n686                19              3          42    21\n687                11            105         145    35\n688                34             59         141    35\n689                 7             26          42    35\n690                22             83         218    35\n691                15             27          55    35\n692                37             55         153    35\n693                 0              0           0    47\n694                13             42          67    30\n695                13             11          31    39\n696                 8              6          23    39\n697                 0              0           0     4\n698                 0              0           0    13\n699                 0              0           0    13\n700                 1              0           2    33\n701                 0              0           0    33\n702                 0              0           0     8\n703                 4              7          23     8\n704                10             65          91    52\n705                11             12          37    28\n706                 0              0           0    25\n707                 0              0           0    25\n708                13             16          52    28\n709                 4             10          14    10\n710                 2             16          23    25\n711                 7             11          18    10\n712                24             23          47    10\n713                30             70         132    24\n714                 0              3           3    16\n715                 3              0           4    15\n716                 0              0           0    29\n717                 0              0           0    23\n718                 0              0           0    23\n719                 0              0           0    26\n720                 0              0           0    26\n721                 2              1           5    26\n722                 2              1           5    26\n723                14             17          49    49\n724                29             60         119    49\n725                 0              0           2    11\n726                 0              0           0     3\n727                 0              0           0    18\n728                 1              1           2    60\n729                 4             14          36    42\n730                 2              3           9    18\n731                 0              0           0    18\n732                 0              0           0    36\n733                 6              5          25    21\n734                 0              0           0    34\n735                 0              0           0    34\n736                20             30          62    24\n737                 0              0           0    48\n738                 0              0           0    48\n739                 8              9          28    29\n740                14             19          67    11\n741                 9             22          45    50\n742                19             39          81    50\n743                 2              0           2    16\n744                20             64         117    12\n745                 4              5          11    15\n746                 0              0           0     3\n747                 4             18          38    40\n748                15             18          43     2\n749                 0              0           0    46\n750                 0              0           0    22\n751                 5              3          13    15\n752                 2              0          10    47\n753                 0              0           0    36\n754                 7             12          26    36\n755                 0             49          70    58\n756                 0             53          70    58\n757                 0             34          59    58\n758                 4              7          28    21\n759                 4             23          40    46\n760                 3             18          25    24\n761                 5             35          58    19\n762                18             22          55    20\n763                 0              0           0    13\n764                 2              9          15    18\n765                35             40          95    12\n766                35             40          95    12\n767                 7             15          30    36\n768                11              9          33    23\n769                15              9          31    23\n770                18             29          83    15\n771                 4             16          42    42\n772                 8             34          59    41\n773                 7             29          47    41\n774                 3              8          16    22\n775                 4              7          23    53\n776                 8              6          17     3\n777                 2              2           7    25\n778                 3             22          37    55\n779                11             27          61    40\n780                 4              5          17    27\n781                 4              5          17    27\n782                29             15          75    16\n783                 3             13          28    48\n784                 4             26          36    24\n785                 7             18          30    24\n786                13             58          94    24\n787                25             24          75    32\n788                 0              0           2     5\n789                19             15          44     5\n790                17             41          77     9\n791                18             19          74    47\n792                10              9          28    38\n793                 4             13          31    31\n794                13             23          43    31\n795                34             22          76    54\n796                17             19          62    54\n797                 8             31          64    42\n798                 7             78         109    24\n799                 9             21          42    60\n800                28             36         110    44\n801                 1              6          10    49\n802                10              2          44    21\n803                 4              4          37    53\n804                 0              0           0    13\n805                 2              0           2    16\n806                39             34          96     4\n807                13             28          68    15\n808                 3             14          19    46\n809                 2             10          15    46\n810                 5              7          13    41\n811                 5              7          21    27\n812                 1             20          21    41\n813                 9              1          15    27\n814                 9             40          65    41\n815                 3              9          20    41\n816                47             62         158    12\n817                14             39          72    41\n818                27             31          77    29\n819                 7              4          19    40\n820                 6             29          55    55\n821                 5             15          34     3\n822                 2              8          15    18\n823                71             62         180    45\n824                 0              7          14    26\n825                10             16          36    48\n826                 5              3          14    61\n827                 0              7          14    26\n828                15             26          55    31\n829                15             16          44    31\n830                 3             18          32    22\n831                 5             32          45    52\n832                12             11          38    57\n833                 5             24          40    34\n834                18             37          74     1\n835                11             20          60     4\n836                 7             13          28    14\n837                10             20          43     7\n838                50            124         226    35\n839                45            135         263    35\n840                34             28          88    30\n841                24             31          74    30\n842                11              8          19    10\n843                 6             40          69    19\n844                 5             10          19    26\n845                 0              0           0    49\n846                 8             11          27    33\n847                 3             11          15    33\n848                 5             16          24    33\n849                19             14          56    29\n850                 0              1          36    21\n851                15             45          90    47\n852                 0              0           0    22\n853                27             56         132    12\n854                11             23          58    42\n855                 9             28          66    42\n856                13             12          45    42\n857                 7             23          60    42\n858                 5             22          42    55\n859                 6             59         111    37\n860                10             47          76    55\n861                 5              5          12    16\n862                 0              0           0    13\n863                 0              0           0    22\n864                15              1          24    15\n865                42             37         137     9\n866                 9             19          33    23\n867                 5              9          27     3\n868                15             53          84    24\n869                47             33         160    11\n870                22             30          69    48\n871                 3             10          18    18\n872                 7              9          28    22\n873                18             13          52    40\n874                 2             26          39    41\n875                11             19          44    61\n876                10             22          42    57\n877                10             22          42    57\n878                 6             33          59    52\n879                 2             32          50    52\n880                 3             13          37    52\n881                 2             12          31    22\n882                26             56         108     2\n883                 8              9          32    38\n884                10             52         170    50\n885                 0             21          41     4\n886                 9             17          36    14\n887                 8             15          31    34\n888                10             51          85    41\n889                22             30          72    54\n890                10             24          34    10\n891                37             37          89    29\n892                 3              4          26    53\n893                 4             12          35    53\n894                 0              0           0    53\n895                 5             52          74    19\n896                 5             52          74    19\n897                 4             11          21    46\n898                 4              8          15    46\n899                 0              0           0     4\n900                 8             16          51    21\n901                15             57          97    52\n902                14             22          59    51\n903                21             24          62     7\n904                 1              3           6    51\n905                 6              4          19    51\n906                 8             15          35    51\n907                33             47         130     1\n908                 1              5           9    11\n909                 6             10          25    18\n910                28             12          50    49\n911                33             57         126    12\n912                20             41         115     9\n913                33             34         101    47\n914                 0              0           0    13\n915                28             43         111    16\n916                17             25          46    23\n917                 5             56          73    37\n918                 0              0           0    23\n919                 0              0           0    23\n920                14             31          73    20\n921                 9             16          50     3\n922                16             19          51    60\n923                11             15          34    23\n924                27             36          97    15\n925                 1              3           4    25\n926                 0             74         109    24\n927                 0              0           0    25\n928                 0              0           0    25\n929                14              8          31    27\n930                 0              2           2    25\n931                47             29         128    45\n932                15             30          56    34\n933                11             35          59    48\n934                29             38         100    40\n935                 6             10          24    41\n936                14             43          73    41\n937                 7             22          37    41\n938                 9             41          67    52\n939                 8              8          32    52\n940                14             68         105    52\n941                 7             59          88    52\n942                13             76         103    52\n943                 8             54          73    52\n944                49             79         163    35\n945                27            112         187    35\n946                16             26          51    57\n947                 3              4          14     7\n948                 0              2           6     7\n949                12            146         168    35\n950                 4             23          37    22\n951                 7             18          38    38\n952                 0              0           0    29\n953                11             22          45    14\n954                37             14          80    32\n955                39             35          91    30\n956                14             14          28    10\n957                 5             10          15    10\n958                 2              8          10    10\n959                 4              6          13    20\n960                24             51          91    52\n961                14             21          61    54\n962                 2             67          75    37\n963                 1             37          44    37\n964                 9             45          66    24\n965                 4             36          51    24\n966                 0             13          24    19\n967                 2             10          25    19\n968                12             18          51    19\n969                26             43         126    28\n970                 1              0           3    28\n971                 1              0           3    28\n972                 4            102         117    37\n973                20             10          50    49\n974                42             58         133    12\n975                14             14          33    36\n976                 5             15          27    57\n977                19             20          68    57\n978                11             22          45    39\n979                21             15          43    39\n980                10             26          45    57\n981                11             14          45    39\n982                 7             12          29    57\n983                12             11          40    39\n984                12             18          45    39\n985                11              8          37    39\n986                10             26          45    57\n987                 2              7          20    39\n988                12             10          37    39\n989                 8             10          26    34\n990                 5              7          14    33\n991                 8              8          18    33\n992                 6             15          43     4\n993                41             22         111    35\n994                 9              8          28     6\n995                 7             23          40    41\n996                 5             18          32    62\n997                 6              9          19    62\n998                 0              0           0    62\n999                 0              0           0    62\n1000                4             15          31    23\n1001                0              0           3    47\n1002               17              9          56    37\n1003                3             22          34    22\n1004               20             11          65    37\n1005                9             29          83    37\n1006               83             37         257    45\n1007                8             18          40    51\n1008                6              8          24    51\n1009                8             14          32    51\n1010                2             14          25    20\n1011                0              0           0    32\n1012                1             10          19    46\n1013                4             12          20    46\n1014                0              0           0    46\n1015                3              6          10    46\n1016                4              3           7     5\n1017                8             10          28     5\n1018                8             10          28     5\n1019               44             21         240    45\n1020               23             23          79    29\n1021               13             16          49    42\n1022                0              0           0    20\n1023                0              0           0    20\n1024                0              0           0    20\n1025                0              0           0    20\n1026                1              7          11    20\n1027                7             20          35    22\n1028                5             12          23    33\n1029               10             19          44    41\n1030               12             15          46    54\n1031               12             19          47    54\n1032                0              0           0    54\n1033                9              7          25    36\n1034                0              0           0    36\n1035                0              0           0    36\n1036               11             17          33    36\n1037                6             16          39    38\n1038               20             21          77    37\n1039               25             81         136    12\n1040                3             34          47    55\n1041               10             10          35     3\n1042                8             18          44    23\n1043                6             57          70    24\n1044                3              7          22    25\n1045               15             35          88    40\n1046               26             26          79    16\n1047               14             11          34    27\n1048                0              0           0    25\n1049                0              0           0    42\n1050                0              0           0    25\n1051                3              4           9    25\n1052                1              4           6    42\n1053                5              8          17    25\n1054                9             16          35    48\n1055                5             17          30    26\n1056                0              7          17    18\n1057               15             15          56     2\n1058               10             18          38     2\n1059                9             32          76    28\n1060               10             17          37    14\n1061               40             40         129    32\n1062                0              0           0    32\n1063                0              0           0    32\n1064               12             39          72    32\n1065               35             34          98    32\n1066               33             34          97    32\n1067                9             13          30    34\n1068                0              1           2    33\n1069                3              7          13    33\n1070                3              6           9    50\n1071                0              0           0    50\n1072                0              0           0     1\n1073                0              0           0     1\n1074               33             58         123    50\n1075               28             35          87     1\n1076               15             58          93    50\n1077               15             79         118    37\n1078                6             11          41    37\n1079               19              7          61    37\n1080               29             10          51    37\n1081               12             29          41    10\n1082                5              6          11    10\n1083                5              8          13    10\n1084                0              0           0     6\n1085                1              0           6     6\n1086                5              7          18     6\n1087                0              9          13    58\n1088                1              4          11    58\n1089               20             20          40    58\n1090                5             20          25    58\n1091               10             15          25    58\n1092               10             40          50    58\n1093                2             29          38    58\n1094                9             20          67    58\n1095                0             60          85    58\n1096                0              0           0    40\n1097                2             29          44    58\n1098                2              4           9    40\n1099                8             65          88    58\n1100                0              0           0    46\n1101                0              0           0    46\n1102               47             75         188    12\n1103                0              0           0    23\n1104                0              0           0    27\n1105                0              0           0    23\n1106                4              7          13    23\n1107                0              0           0    27\n1108                2             19          37    23\n1109                8              7          18    27\n1110               10             10          32    23\n1111                3             13          23    46\n1112                7              5          16    29\n1113                0              0           0    15\n1114                0              1           1    15\n1115                5             13          20    46\n1116                0              0           0     8\n1117                1             13          18    41\n1118                0              0           0     8\n1119                2              2          10    42\n1120                1              8          14     8\n1121                0              0           7     8\n1122                0              5          11    55\n1123                2             24          41    55\n1124                3             25          35    55\n1125                0              0           0    26\n1126                0              2           4    16\n1127                0              0           0    26\n1128                0              0           0     3\n1129                2              1           3    28\n1130                8             20          39     7\n1131                0              0           0    34\n1132                1              7          10    47\n1133                0              0           0    18\n1134                7             10          26    43\n1135                7             13          25    43\n1136                8              6          19    43\n1137                9             11          27    43\n1138                0              0           0    43\n1139                4             10          23    43\n1140                5             11          24    43\n1141               15              5          35    21\n1142                0              0           0    13\n1143                0              0           0    13\n1144                0              0           0    40\n1145                0              0           0    36\n1146                0              0           0    36\n1147                7              7          22    36\n1148                8             19          33    32\n1149                0              1           6    16\n1150                6              4          14    15\n1151                0              0           0     9\n1152                0              0           0     3\n1153                0              0           0    27\n1154                0              0           0    27\n1155                0              0           0    26\n1156               10              8          25    27\n1157                6              6          17    27\n1158                1             20          31    55\n1159                0              0           0    34\n1160               10             21          43     1\n1161               10             26          41     4\n1162                2              4          15    50\n1163               19             12          54    50\n1164                0              0           0    14\n1165                0              0           0    14\n1166                0              0           0    38\n1167                7             28          56    20\n1168               16             28          74     7\n1169                9             15          35     3\n1170               16             39          76     1\n1171               20             23          57    15\n1172                0              0           0    38\n1173                0              3           6    53\n1174                5              6          34    53\n1175                0              0           0    48\n1176               11             19          46    48\n1177                0             18          29    38\n1178                7             16          32     5\n1179                8             11          53    21\n1180               30             34         103     9\n1181               36             93         162    12\n1182               30             50          95     2\n1183               16             31          70    29\n1184                6              6          19    26\n1185                0              0           0    13\n1186                0              0           0    18\n1187               16             39          75    45\n1188                2              6          11    18\n1189                0              6           7    18\n1190               12             19          51    16\n1191               24             38         111    11\n1192               31             38          76    50\n1193               42             28         109    50\n1194                8             17          43    40\n1195               11             55          86    24\n1196                5              7          24    22\n1197                7             11          29    57\n1198                8             17          37    34\n1199                2             16          24    46\n1200                5             26          40     4\n1201               15             16          41    14\n1202                4             13          23    20\n1203                3              4          25    20\n1204               24             38         111    11\n1205                7             21          28    10\n1206               12             47          84    19\n1207                9              7          19    33\n1208               50             60         139    49\n1209               51             24         112    29\n1210                2             12          21    26\n1211                3             10          17    41\n1212                1              8          13    25\n1213                8             39          75    37\n1214                8             14          30    48\n1215               15             29          63     7\n1216               12             19          38    48\n1217               12             21          40    30\n1218               16             24          49    30\n1219                9             28          65    42\n1220                6              9          26    21\n1221               15             36          72    42\n1222               10             54          90     2\n1223               72             45         202    12\n1224               22             36          88     9\n1225               12             20          38    60\n1226                3              7          23    53\n1227                0             11          22    53\n1228               16             54          83    24\n1229               18             37          68    15\n1230                0              0           0    13\n1231               10             11          33    16\n1232               12             32          65    55\n1233                5             29          57     5\n1234                5             29          57     5\n1235               12             17          37    23\n1236                9             12          33     3\n1237               29             32          89     1\n1238                8             21          34    38\n1239               76             31         151    45\n1240               23             27          71    51\n1241                7             20          32    40\n1242               18             13          43    31\n1243               33             34          67    11\n1244                9             14          30    57\n1245               12             15          38    36\n1246                0              0           0    36\n1247               26             27          73    32\n1248                1             20          39    51\n1249               10              6          23    34\n1250               10             23          58     4\n1251                1             14          28    22\n1252               14             19          47    19\n1253               11             33          78    19\n1254               15             52          92    19\n1255               17             28          67     7\n1256               50             64         155    50\n1257                0              0           0    40\n1258               12             19          45    40\n1259               32             45         103    40\n1260               16             21          58    40\n1261               21             25          77    40\n1262                2             35          41    37\n1263                2             35          41    37\n1264                2             35          41    37\n1265                5             23          44    40\n1266               12             21          52    40\n1267                4             15          31    46\n1268               13             12          38    40\n1269                3             12          24    40\n1270                0              0           0    40\n1271                3              2           8    40\n1272                2              9          18    26\n1273               11             24          46    41\n1274               12             27          39    10\n1275               16             35          68    31\n1276                3             17          32    14\n1277                9              4          14    33\n1278                0              4           5    33\n1279                0              7          11    58\n1280                0             35          49    58\n1281               12             20          44    60\n1282                7             21          38    14\n1283               13             17          38    14\n1284                8             12          29    21\n1285               31             17          85     9\n1286               45             73         213    12\n1287               21             46          99     1\n1288               18             21          50    15\n1289               23             10          60    15\n1290                9             72         100    24\n1291                0              0           0    13\n1292                7             17          32    38\n1293               51             83         170    49\n1294                5             35          62    55\n1295                4             10          24     3\n1296               10             42          65     2\n1297                5             19          30    23\n1298                4             12          25    22\n1299               27             25          65    29\n1300               14              7          30    27\n1301               18             11          41    27\n1302                0              6           8    25\n1303                6             55          77    58\n1304                0              0           0    58\n1305                0              0           0    58\n1306                0             16          16    58\n1307                6             13          29    34\n1308                2              5          13    25\n1309               50             81         191    40\n1310               11             14          37    41\n1311               22             19          66     4\n1312               15             43          76    50\n1313               23             17          66     7\n1314               11             28          55    30\n1315               18             31          71    30\n1316                2             56          65    37\n1317               54             50         139    32\n1318                3              8          13    46\n1319                5              4          12    54\n1320                4              7          20    46\n1321                8             23          31    10\n1322               28             98         156    16\n1323               21             42          97     1\n1324               16             39         110     1\n1325                5              3          20     1\n1326                2             36          65     1\n1327               12             38          88     1\n1328                2              0          14     1\n1329                4              0           8     1\n1330                0              0           9     1\n1331                2              2           7     1\n1332                3              6          33    53\n1333                0              0           0     1\n1334               13             22          49     6\n1335                0              0           0     6\n1336                6              7          23    34\n1337               13             19          41    34\n1338               13             12          41     4\n1339               17             28          61     7\n1340               24             26          83    47\n1341                9             26          51    51\n1342                8             15          37    51\n1343                7             17          30    51\n1344                5             15          28    38\n1345               14             19          33    10\n1346               17              9          35    27\n1347               39             86         172    12\n1348                3              6          16    14\n1349                6             44          64    30\n1350               10             12          54    21\n1351                2              9          15    25\n1352               34            114         181    11\n1353               30             36          91     2\n1354               10             42          62     2\n1355               20             25          61     2\n1356               16             22          50    54\n1357                0              0           0    54\n1358                7             13          32    54\n1359                8             23          40    54\n1360                3              9          16     8\n1361               17             17          47    36\n1362                9             10          31    38\n1363                0              0           0    13\n1364               29             41         102    15\n1365                4              9          28    53\n1366               13             26          64    42\n1367               23             21          78    16\n1368                6             18          34    22\n1369                8             37          60    55\n1370               13             10          70    40\n1371                5             11          23    18\n1372               35             35         100    29\n1373                8             15          39     3\n1374                9             26          43    48\n1375                5              3          15    26\n1376               28             36          95    28\n1377                0              0           2    28\n1378                0              1           1    28\n1379                2              4           8    28\n1380                9             13          33    28\n1381                5             12          39    28\n1382               19             23          71    28\n1383               16             27          69    28\n1384                0              0           2    28\n1385                0              2           2    28\n1386               17             23          62    28\n1387               12             14          54    28\n1388               10             24          59    28\n1389                1              1           3    28\n1390                0              0           0    28\n1391                0              0           0    28\n1392                7             23          46    28\n1393               17             21          69    28\n1394                0              2           2    28\n1395                0              0           0    28\n1396                0              1           1    28\n1397                6              8          32    28\n1398                1              2           5    28\n1399                0              0           0    28\n1400                5             14          40    28\n1401                8             10          36    28\n1402                8             13          41    28\n1403               10             20          42    28\n1404                8             20          55    28\n1405                0              0           0    28\n1406                0              0           0    28\n1407                0             27          42    28\n1408                1             18          38    28\n1409                7             23          39    28\n1410                1              8          14    28\n1411                2              5          12    28\n1412               14             28          86    28\n1413                0              0           1    28\n1414               11             17          38    28\n1415                9             23          50    28\n1416               17             24          80    28\n1417               18             28          82    28\n1418               30             31         102    28\n1419                3              8          18    28\n1420                0              2           4    28\n1421                7             31          48    30\n1422               19             28          52    30\n1423                2              2           5    28\n1424                2             35          43    30\n1425                2              1           6    28\n1426                0              1           1    28\n1427               10             15          49    28\n1428               15             11          32    57\n1429               11             12          46    28\n1430               19             18          80    28\n1431                0              1           3    28\n1432               14             16          65    28\n1433               21             24          69    28\n1434               16             44          88    28\n1435                0              0           1    28\n1436                0             13          22    20\n1437                0              2           2    20\n1438                2             16          27    20\n1439                6             70          84    58\n1440                0              5          28    58\n1441                0             17          33    58\n1442               15             50          81    58\n1443               28             30          69    58\n1444                2              7          13    29\n1445                1              1           2    33\n1446                4             10          16    33\n1447                0              0           0     1\n1448                5             26          63     1\n1449               15             39          81     1\n1450                0              1           1    22\n1451                5             13          31    42\n1452                0              1           1    22\n1453                5              2           9     6\n1454               11              2          32    21\n1455               84             35         257    45\n1456                5              7          21     6\n1457                0              0           0    60\n1458                3             15          28     6\n1459                0              0           0    13\n1460                0              0           0    13\n1461               87            111         237    12\n1462               87            111         237    12\n1463                0              0           0    53\n1464                0              0           0    53\n1465                2             15          28    53\n1466                0              0           0    23\n1467                0              0           0    23\n1468                1             13          26    23\n1469               21             18          50    31\n1470                7             13          33    31\n1471                0              0           0    40\n1472                0              5           6    16\n1473                2             22          45    23\n1474                4              9          14    15\n1475                0              0           0    25\n1476                0              0           0    25\n1477                0              0           0     7\n1478                7             12          24     7\n1479                2             23          37     7\n1480                7             23          42     7\n1481                8             20          41     7\n1482                2              3           6    25\n1483                0              4           5    55\n1484                7             14          37    55\n1485                0              0           0     3\n1486                0              0           0    26\n1487                1             13          38    23\n1488                1              6          14    25\n1489                0              0           0    48\n1490                0              0           0    48\n1491                0              0           0    48\n1492                0              0           0    27\n1493                5             20          29    41\n1494                0              0           0    32\n1495                0              0           0    34\n1496                0              0           0    40\n1497                0              0           0    36\n1498                4              9          19    47\n1499               22              8          86    47\n1500               20             35          79    50\n1501               18             51         129    50\n1502               18             42          88    50\n1503               33             49         124    50\n1504               36             59         140    50\n1505                0              0           0    26\n1506                0              0           0     3\n1507                5              3          23    21\n1508                9              5          18    29\n1509                7             13          33     9\n1510               25             12          58    16\n1511                0              0           0    18\n1512               12             45          75    24\n1513                5             10          18    15\n1514                0              0           0    36\n1515                2             22          31     9\n1516                3             18          37    38\n1517                0              0           0    34\n1518               49             31         116    49\n1519                0              0           0     8\n1520                2             17          22     8\n1521                1             12          15    16\n1522               10             23          36    24\n1523                0              0           0    18\n1524               10              5          32    21\n1525                0              7          10    18\n1526               14             45          75    29\n1527                3             24          44    15\n1528               30             77         138    12\n1529                0              0           0    13\n1530                0              0           0    27\n1531                5             12          46    55\n1532                6              5          15    27\n1533                0             10          12    26\n1534                9              9          38    40\n1535               12             10          40    41\n1536                7             13          28     3\n1537                0              0           0     1\n1538                4              8          21    36\n1539                9             23          38    57\n1540                2              6          18    22\n1541               10             20          47     6\n1542                5             33          52     6\n1543                9             15          32    34\n1544                1             13          19    25\n1545                2              5          12    25\n1546                1             19          25    19\n1547                1              8          15     4\n1548               17             17          64    47\n1549                6              7          18    63\n1550                7             10          22    63\n1551                5              5          16    63\n1552                0              0           0    63\n1553                4              1           9    63\n1554                2              9          15    63\n1555                6             13          24    63\n1556               16              8          32    63\n1557                7              8          23    63\n1558               11             18          38    63\n1559               10             12          36    63\n1560               17             54          78    30\n1561               17             18          35    10\n1562                9              8          27    14\n1563                0              5           9    46\n1564                4             25          32     4\n1565                8             26          53    54\n1566               12             21          49    51\n1567               34             81         173    37\n1568               47             59         157    45\n1569                3             17          25     8\n1570                0             17          22     8\n1571                0              0           0     8\n1572                0              4          13     8\n1573                0              0           0     8\n1574                0              0           0     8\n1575               19             12          40    16\n1576                2             11          18     8\n1577                3              9          14     8\n1578               16             46          73    52\n1579               17             26          61    29\n1580                0              0           0    13\n1581               40             41         129    49\n1582                8             13          25    33\n1583                2             10          15    33\n1584               11              3          38    21\n1585               16             31          81     9\n1586               20             40          80     2\n1587               20             34          74     2\n1588               36             31          82     2\n1589               31             59         159    12\n1590                3              7          17    53\n1591               21             21          55    15\n1592                6             35          64    55\n1593                1             13          22     3\n1594               15             58          97    24\n1595                5             26          44    57\n1596               10             16          48    42\n1597                0              5           9    18\n1598                9             41          69    41\n1599                6             17          28    48\n1600                2              1          18    40\n1601                3              6          14    26\n1602                1              5          15    61\n1603                3              3          16    22\n1604                0              0           0    36\n1605                0              0           0    36\n1606                6             11          27    36\n1607               19              8          39    36\n1608                6             19          33    51\n1609                3             28          55    51\n1610               10             32          72     1\n1611                6             10          29    34\n1612               41            140         285    35\n1613                1              0          16    64\n1614                9              0          19    64\n1615                1              0           8    64\n1616                0              0           0    64\n1617                4              0          11    64\n1618                0              0           0    64\n1619                0              8           8    64\n1620                1              0           6    64\n1621                6             33         116    37\n1622                3             21          30    19\n1623               12             13          30    38\n1624               21             44          77    52\n1625                4             24          36    30\n1626                5              8          22    14\n1627                9             15          24    10\n1628               18             32          75     5\n1629               18             32          71     5\n1630               15             19          65     5\n1631               14             12          79     1\n1632                2              3           5     1\n1633               12             22          50    21\n1634                0              0           0     1\n1635                0              0           1     1\n1636                0              0           0     1\n1637               26             35          89    29\n1638                4             11          19    26\n1639               27             14          81    49\n1640                7             17          33    64\n1641               49             99         208    12\n1642               12             29          72    51\n1643                1             10          11     8\n1644                0              0           0    13\n1645                8             45          61    24\n1646               33             48         134     9\n1647               31             62         131     2\n1648                5             41          57    41\n1649               12             39          71    41\n1650               13             32          71    42\n1651                7             12          28     3\n1652                5             43          73    55\n1653               23             53         101    42\n1654               15             13          35    23\n1655                6             17          35    60\n1656                5             19          30    48\n1657               19             21          51    48\n1658               NA             NA          NA    15\n1659               14             15          48    23\n1660               10             15          33    38\n1661                3              5           8    25\n1662                2             12          31    22\n1663                8             27          45    22\n1664                9             30          48    64\n1665               13             25          59     3\n1666                0              0           0    64\n1667                1             34          42    64\n1668               11              3          19    31\n1669                8             10          30    64\n1670                5             12          21    18\n1671                0              0           0    18\n1672               10             14          35    64\n1673                0             16          16    64\n1674               16             17          55    27\n1675                3              8          21    26\n1676               34             35         165    11\n1677                8              0          20    64\n1678                6             36          57    64\n1679                1              0           3    11\n1680                1              0           3    11\n1681                0             19          31    64\n1682                5             17          40    64\n1683                1             17          44    64\n1684                0              1           3    64\n1685               12             22          47    34\n1686                5              4          17    39\n1687                0              0           0     5\n1688               28             21          54    19\n1689               34             51         128    35\n1690               49             43         137    32\n1691               86            119         331    35\n1692               54             47         140    32\n1693                0              0           0    29\n1694                0              0           0    29\n1695                0              0           0     7\n1696                5              5          13     7\n1697               21             31          83     7\n1698                1             15          24    46\n1699               12             18          44    36\n1700                0              0           0    36\n1701                0             84          87    37\n1702                3              6          18    50\n1703               29             35         128    50\n1704               46             42         187    50\n1705                9             30          52    37\n1706                9             30          52    37\n1707                2             10          21    37\n1708               19             13          52     5\n1709                3             14          22     5\n1710               19             20          39    10\n1711                1              2           3    10\n1712                8              4          12    10\n1713                0              0           0    25\n1714                0              0           0    25\n1715                0              5          11    25\n1716               34             27          67    19\n1717                0              0           0    31\n1718                0              0           0    31\n1719               11              9          38    31\n1720               22             27          68    30\n1721               24             31          67    30\n1722                0              0           0     4\n1723                0              9          23     4\n1724               20             37          80    52\n1725               10             33          55    52\n1726               24             43          76    52\n1727               13              5          42    21\n1728               50             89         199    12\n1729               52             30         117    12\n1730                0              0           0    46\n1731                0              0           0    46\n1732                0              0           0    13\n1733                0              0           0    13\n1734                0              2           2    51\n1735                8             36          68    42\n1736                0              0           0    23\n1737                0              0           0    23\n1738                5             10          22    23\n1739                0              0           0    27\n1740                5             18          30    55\n1741                0              0           0    27\n1742                7             35          52    55\n1743               NA             NA          NA    15\n1744               25             60         120    24\n1745                1              2           4    22\n1746                0             16          22    55\n1747                0              0           0    26\n1748                0              0           0     3\n1749                0              0           0    34\n1750                0              0           0    34\n1751               25             25          50    58\n1752                9             13          29    58\n1753               13              9          38    58\n1754                0              0           0    14\n1755               10             20          36    14\n1756               12             22          55    14\n1757                9             19          38    14\n1758                0              0           0    32\n1759                0              0           0    18\n1760                0              0           0     3\n1761                0              0           0    26\n1762                8              4          27    21\n1763               18             30          77    39\n1764               25             29          71    39\n1765               19             15          46    39\n1766               17             21          63    39\n1767               34             38         122    11\n1768               21             27          82    39\n1769               15             21          71    39\n1770               32             31          92    39\n1771               18             15          52    39\n1772               10             20          41    24\n1773               27             24          65    39\n1774               20             25          75     2\n1775               NA             NA          NA    65\n1776                0              0           0    38\n1777               27             52         110     4\n1778                0              0           0    36\n1779               48            105         251    35\n1780               18             22          85     2\n1781               20             30          99     2\n1782               11             37          63    30\n1783                0              0           0    13\n1784                7             47          60    24\n1785               29             51          92    49\n1786               14             13          51    21\n1787               17             29          71     9\n1788                0              2           2     8\n1789                6              8          20    26\n1790               13             22          39    46\n1791                9             24          45    19\n1792               33             23          82    29\n1793               41             36         158    50\n1794               54            118         229    12\n1795               12             11          35    48\n1796                2             24          28    51\n1797                5             13          24     3\n1798                1              5          12    18\n1799                1              3           5    18\n1800               23             49         120    11\n1801                0              0           0    38\n1802                7             50          77    42\n1803                8             35          59    42\n1804                8             29          46    30\n1805                6              3           9    10\n1806               11             24          50    52\n1807                5             34          57    52\n1808                9             16          33    38\n1809               13             27          54     5\n1810                8             41          62    52\n1811                6             11          28    36\n1812                4             15          27    20\n1813                1              8          14    20\n1814                1              1           4    20\n1815                3             58          62    37\n1816                5             35          46    37\n1817                4             20          26    37\n1818               50             21         122    32\n1819               10             18          39    32\n1820                3             20          29    14\n1821               42             45         119    32\n1822               29             43         102    32\n1823               37             36         100    32\n1824               23             50         112    32\n1825                4              6          11    50\n1826               27             18          45    10\n1827                4              3           7    10\n1828                5             12          17    10\n1829                0             42          61    58\n1830               10            108         158    58\n1831                0              0           0    32\n1832                0              0           0    32\n1833                1             20          45    55\n1834                4             20          27    55\n1835               34             29          78    30\n1836               28             31          77    30\n1837               28             31          77    30\n1838                0              0           0    60\n1839               37             13          95    49\n1840                5              5          14    29\n1841                0              0           0    48\n1842                3             14          24    21\n1843                3             14          24    21\n1844               19             23          55    15\n1845               33             30          90    16\n1846                0              0           0    26\n1847                8              0          17     9\n1848                4             25          42    20\n1849                4             25          42    20\n1850               62             95         227    12\n1851                9             29          59     1\n1852                5              7          44    11\n1853                9             13          37    40\n1854                0              0           0     3\n1855               30             25          80     2\n1856                0              0           0    34\n1857               69            148         299    35\n1858               73            158         388    35\n1859               48             37         153    35\n1860               NA             NA          NA    32\n1861               NA             NA          NA    32\n1862               NA             NA          NA    32\n1863               11              8          30    34\n1864                1              8          13    55\n1865                3             22          35    22\n1866                0              4           8    55\n1867                8             10          25    55\n1868                9             27          53    55\n1869               12             19          40    60\n1870               12             30          42    10\n1871                2             28          41    37\n1872                8              3          56    21\n1873                6             14          32    36\n1874               19             55          98    52\n1875               13             25          57    52\n1876                0              0           0    13\n1877               10             45          95     9\n1878               23             23          86    19\n1879               49            106         183    12\n1880                1              9          14     8\n1881               21             15          51    31\n1882               26             38         116    49\n1883               29             41          87    29\n1884               27             32          75    30\n1885               31             37          94    30\n1886               31             87         140     4\n1887                9             43         161    50\n1888               73             85         236    35\n1889               48             88         196    35\n1890               81             86         248    35\n1891               16             31          74    35\n1892                8             24          43     5\n1893                8             24          43     5\n1894                0              6          12    18\n1895               17             29          58    30\n1896               17             21          45    30\n1897                9             28          48    30\n1898                6             11          23    46\n1899                8             26          49    46\n1900               40             36          97    29\n1901               12             21          39    60\n1902               10              9          28    34\n1903                6             17          29    48\n1904               10             20          30    10\n1905                5             14          28    38\n1906                0              0           0    23\n1907               50             78         128    19\n1908               11             10          36    34\n1909               13             77         102    12\n1910               34             90         155    12\n1911               11             93         143    12\n1912               39             70         149    12\n1913               18             79         141    12\n1914               39             80         149    12\n1915               33             43         128    12\n1916               10             13          49    21\n1917               22             49         105    12\n1918                3             10          24    53\n1919                8             19          41    36\n1920                3              8          18     8\n1921                4             14          25    24\n1922                0             20          39    64\n1923               20             20          72     2\n1924               23             14          56     7\n1925                2             13          26    37\n1926                0              0           0    13\n1927               55             41         154    49\n1928               10             15          36    31\n1929                0              0           0    31\n1930                6             12          39     3\n1931               25             41         128    11\n1932               NA             NA          NA    51\n1933                1              9          13    25\n1934               11             17          40    27\n1935                4             10          20    26\n1936               18             14          43    27\n1937               30             55         127     9\n1938               13             50          81    52\n1939               23             27          75    29\n1940               NA             NA          NA    51\n1941                8             17          34    48\n1942               17             53         103     4\n1943               14             24          50     5\n1944                6              9          27    22\n1945                0              4           4    22\n1946               13             12          33    22\n1947                4              8          25    22\n1948                3              5          18    38\n1949                9             21          30    10\n1950               35             52          87    19\n1951                3             26          34    37\n1952                3              5          13    33\n1953               75             11          87    49\n1954                5              5          37    21\n1955                0              0           0    13\n1956               15             29          84     9\n1957               26             21          71     9\n1958                0              0           0     9\n1959               25             49         159    50\n1960               15             21          47    60\n1961                7             40          54    24\n1962               33             53         135    11\n1963               16             17          46    46\n1964                7             18          34     3\n1965               13             33          70    42\n1966                2             13          20     8\n1967               10              7          24    38\n1968                9             18          40    31\n1969                8             10          29     2\n1970                6             23          41    53\n1971                3             10          23    22\n1972                0              0           0    23\n1973                2              6          16    26\n1974                1              4           5    25\n1975                8              9          22    41\n1976               15             24          80    42\n1977                9             10          36    42\n1978               12             17          60    42\n1979                6             11          32    36\n1980                8             10          35    42\n1981               19             41          84    42\n1982               15             32          75    42\n1983               13              6          35    42\n1984                0             16          82    50\n1985               15             35          50    58\n1986                0             13          38    58\n1987                0             10          22    58\n1988               48             99         206    50\n1989                9             10          32    34\n1990                9             66          94    42\n1991               11             56          90    42\n1992               18             56         106    42\n1993                6             34          73    42\n1994               15             41          94    42\n1995                9             12          31    42\n1996               25             38          89     7\n1997               15             28          65    42\n1998               10             51          86    42\n1999               18             20          52    14\n2000                4             23          33    48\n2001               10             15          39    48\n2002                5             46          71    52\n2003               18             22          56    52\n2004               21             31          76    52\n2005                8             57          75    52\n2006               18             37          78    52\n2007               11             45          72    52\n2008               10             34          63    52\n2009                5             25          47    52\n2010               18             46          90    19\n2011                0              0           0     4\n2012               16             23          61     4\n2013                6             12          28     7\n2014                8              9          21     7\n2015                8              9          21     7\n2016               44             19          97    29\n2017               20             39          94     7\n2018                5             40          55    24\n2019                5             34          66    24\n2020                4              4          11    33\n2021                5             15          27    22\n2022                4             14          30    22\n2023                4             11          21    22\n2024               10             13          23    10\n2025                4             16          27    22\n2026                0              7          16    38\n2027               10              5          22    38\n2028                7             13          31    22\n2029                5              8          16    22\n2030                5              9          26    38\n2031                3             13          28    22\n2032                3             13          25    22\n2033                5             32          41    52\n2034               19             37          97     4\n2035                7             14          31     4\n2036               25              0          25    49\n2037                7             23          39    24\n2038                1             11          14     8\n2039                4             15          27     8\n2040                2             12          19     8\n2041                0              0           0     8\n2042                1             12          21     8\n2043                0              4           8     8\n2044                0              0           0     8\n2045                7              6          31    21\n2046                0              0           0    13\n2047                7             23          39    24\n2048                0             28          38    24\n2049               NA             NA          NA    51\n2050               10             35          60    24\n2051                5              6          15    18\n2052                7             10          36    46\n2053               60             70         219    11\n2054                7             15          33    26\n2055                0              0           0    25\n2056                0             10          13    25\n2057               18             50         102    24\n2058                1             11          14    25\n2059               10             45          80    24\n2060               10             45          80    24\n2061               10             16          39     3\n2062                0              0           0    23\n2063                7             11          29     5\n2064               14             27          62     5\n2065                0              0           0     5\n2066               10             28          52    24\n2067               25             29          73    27\n2068                0              0           0    27\n2069                0              0           0    53\n2070                0             22          34    53\n2071                0             22          34    53\n2072                7             43          64    24\n2073                0              0           0    48\n2074                0              0           0    48\n2075               45             47         160    11\n2076               19             15          60     4\n2077                8             70          89    32\n2078               53             20         136    32\n2079                0              0           0    36\n2080               20             12          45    34\n2081                9             13          30    38\n2082               96            283         516    35\n2083               14             27          54     5\n2084                2             11          21    22\n2085               56             60         197    50\n2086               27             26          53    10\n2087               23             17          62     7\n2088                7              3          15    33\n2089                0              0           0    33\n2090                0              4           6    33\n2091                9             18          41    60\n2092                9             18          39    60\n2093                4              3           9    60\n2094                7             29          40    37\n2095                2             19          29    53\n2096                0              0           0    53\n2097                0              5           5    53\n2098                3             11          16    53\n2099                3              6          11    53\n2100               34             52         122     2\n2101               53             29         102    29\n2102               15             13          58    21\n2103              108            169         396    12\n2104                0              0           0     8\n2105                0              0           0    14\n2106                0             15          37    14\n2107               10             18          45    51\n2108               24             50          94    24\n2109                0              0           0    13\n2110               NA             NA          NA    15\n2111               NA             NA          NA    15\n2112               NA             NA          NA    15\n2113               29             43         101    49\n2114               NA             NA          NA    15\n2115               NA             NA          NA    15\n2116                7              8          19    33\n2117               31             48         130     9\n2118                1              9          12    33\n2119               21             28          89    49\n2120                0              4           5    49\n2121                2              3           9    33\n2122               NA             NA          NA    15\n2123                0              0           0     9\n2124                9             21          49     9\n2125                7             28          59    55\n2126               NA             NA          NA    15\n2127               NA             NA          NA    15\n2128                5              3          10    41\n2129                0              0           0    31\n2130                0              0           0    31\n2131               20             46          91     2\n2132               22              3          26    49\n2133                0              0           0    49\n2134                0              0           0    49\n2135                0              0           0    49\n2136                0              0           0    49\n2137                0              0           0    49\n2138                0              0           0    29\n2139                1              1           3    29\n2140                0              0           0    18\n2141                0              0           0    18\n2142                2              7          18    18\n2143                6              7          21    18\n2144                7              8          21    18\n2145                6             16          31    36\n2146                2             11          18    55\n2147                6             35          42    55\n2148                6             26          47    55\n2149                0              0           0    23\n2150                0              0           0    23\n2151                0              0           0    23\n2152                0              0           0    23\n2153                8             12          34    34\n2154                0             14          14    10\n2155                0              7           7    10\n2156                5              3           8    10\n2157               16             23          39    10\n2158                7              9          16    10\n2159                4             15          19    10\n2160                0              5           5    10\n2161                4              6          10    10\n2162                7              6          13    10\n2163               14              7          21    10\n2164                0              0           0    23\n2165                0              0           0    13\n2166                0              0           0    13\n2167                9             12          42    25\n2168                0              7          11    53\n2169                8             20          40    53\n2170                0              0           0    46\n2171                1              1           5    49\n2172               17              8          56    21\n2173                3             86          92    37\n2174                7             24          41    14\n2175               15             19          47    14\n2176                0              0           0    14\n2177                0              0           0     3\n2178                0              0           0    26\n2179               19             29          67    29\n2180               15             35          66    24\n2181                4              8          17    41\n2182                9             11          30    41\n2183               NA             NA          NA    51\n2184               NA             NA          NA    51\n2185                0              0           0    36\n2186                0              0           0    48\n2187               42             33         148    35\n2188               10             15          39    48\n2189               25             11          51     2\n2190               18              9          35     2\n2191                0              0           0    26\n2192               25             25          56    58\n2193                0              0           0     3\n2194               11             20          43    60\n2195                9             23          47    60\n2196                6             22          35    37\n2197                9              5          37    21\n2198                0              0           0    46\n2199               21             18          56    24\n2200                4             13          25     9\n2201                0              0           0    38\n2202                0              0           0    36\n2203                0              0           0    35\n2204              103            165         398    35\n2205               13             14          71    19\n2206                5             30          43    37\n2207               18             21          78    19\n2208               19             23          60     7\n2209               15             21          49     7\n2210                8              7          23     7\n2211               12             13          40     7\n2212                0              0           0     7\n2213                4             10          25     7\n2214                0              0           0     7\n2215                5             13          27     7\n2216                9             13          34     7\n2217                0              0           0     7\n2218               10             15          48    40\n2219                8             20          35    34\n2220               10             16          34    46\n2221               NA             NA          NA    15\n2222               36              0          71    49\n2223               21             37          65    24\n2224                6             25          39    30\n2225                8             10          39    21\n2226                0              0           0    13\n2227                5              8          17     5\n2228                0              0           0    13\n2229                0              0           0    13\n2230               32             96         172     9\n2231                0              0           0    38\n2232               12             29          55     5\n2233                1              7           9    26\n2234                0              0           0     5\n2235                3             14          28     5\n2236                5              2          11     5\n2237                1              3           9     5\n2238                0              4          10     5\n2239                0              0           0    31\n2240               10             14          31    27\n2241                5             13          34     3\n2242                4             12          26    22\n2243               53             32         135    50\n2244                6             13          34    36\n2245               22             19          82     4\n2246               NA             NA          NA    15\n2247                7             12          27    38\n2248                7             45         100     9\n2249                0             11          27     9\n2250               46             36         138     9\n2251               46             98         204     9\n2252               34             32          90    29\n2253                0              9          10     9\n2254               93            163         379    35\n2255               17             16          33    10\n2256               14             10          32    48\n2257                1              8          12    26\n2258               NA             NA          NA    50\n2259               NA             NA          NA    50\n2260                2              3           8    33\n2261                3              3           9    33\n2262                6              8          19    33\n2263                7              9          25     8\n2264               25             34          80    30\n2265               19             38          72    30\n2266               27             35          81    30\n2267               12             11          57    21\n2268                4             30          43    37\n2269               NA             NA          NA    51\n2270               NA             NA          NA    35\n2271               18             14          45    53\n2272                0              0           0    49\n2273               NA             NA          NA    58\n2274               NA             NA          NA    51\n2275                0              0           0    30\n2276                0              0           0    30\n2277               15             40          87    19\n2278                0              0           0    30\n2279                0              0           0    30\n2280                0              0           0    30\n2281                9             57          76    19\n2282                0              0           0    30\n2283                4             31          40    55\n2284                2             10          15    46\n2285                4             16          28    41\n2286               NA             NA          NA    58\n2287                9             20          59    40\n2288               NA             NA          NA    58\n2289                5             12          22    38\n2290                1              4           6    31\n2291                2             15          30    22\n2292                3              6          17    38\n2293                9             20          39    24\n2294                6             12          25    38\n2295                5             25          35    24\n2296                0              0           0    23\n2297               22             30          69    24\n2298               10             12          28    38\n2299                2              8          15    25\n2300               NA             NA          NA     3\n2301               NA             NA          NA    27\n2302               10             22          47    24\n2303               NA             NA          NA    39\n2304               NA             NA          NA    39\n2305               11             28          51    24\n2306                7             10          28    36\n2307               22              9          62     4\n2308                9             12          31    34\n2309                6             11          24    34\n2310                7             25          43    34\n2311                9              6          28    34\n2312                2             11          19    34\n2313                2             22          33    34\n2314                7              6          20    34\n2315               11             16          45    34\n2316                7              5          17    34\n2317               11             14          29    34\n2318                0              0           0    48\n2319                0              0           0    29\n2320                5              5          14    40\n2321                4              1           7    25\n2322                4             17          21    10\n2323                0              8           8    10\n2324                4              7          17    31\n2325               NA             NA          NA    15\n2326                0              0           0    30\n2327                0              0           0    30\n2328                0              0           0    30\n2329                0              0           0    30\n2330                0              0           0    30\n2331                0              0           0    30\n2332               10              4          52    21\n2333               10              4          52    21\n2334                8             10          20    55\n2335                3             28          42    55\n2336                1             17          24    37\n2337               12             14          33    53\n2338                0              0           0    26\n2339               NA             NA          NA    23\n2340                7             19          32    41\n2341               NA             NA          NA    27\n2342                7             10          27     3\n2343               15             27          60    51\n2344               10             39          69    24\n2345                9              4          20    23\n2346               41             49         152    11\n2347                1              9          13    25\n2348                6              7          17    26\n2349                2             11          17    22\n2350                9             17          38    48\n2351                2              0           2    41\n2352                0              0           0     2\n2353               NA             NA          NA     3\n2354               35             39          94     2\n2355               12             19          55    19\n2356               12             19          55    19\n2357               NA             NA          NA    36\n2358                9             38          66    19\n2359               13             14          47    19\n2360                7             11          31    19\n2361               NA             NA          NA    29\n2362                6             13          26    37\n2363               NA             NA          NA    35\n2364                8             27          49    60\n2365                1             10          15    26\n2366               NA             NA          NA    51\n2367               10              7          41    21\n2368                4             12          26    41\n2369               31              9          63     4\n2370               NA             NA          NA    36\n2371                5              8          13     4\n2372               NA             NA          NA    29\n2373               NA             NA          NA    50\n2374               14             31          45    10\n2375                0              0           0    30\n2376               NA             NA          NA    35\n2377               NA             NA          NA    58\n2378               NA             NA          NA    35\n2379               NA             NA          NA    10\n2380               NA             NA          NA    48\n2381               NA             NA          NA     3\n2382               NA             NA          NA    21\n2383               NA             NA          NA    49\n2384                3              4          12    33\n2385               NA             NA          NA    59\n2386               NA             NA          NA     7\n2387               NA             NA          NA    13\n2388               NA             NA          NA    15\n2389               NA             NA          NA    51\n2390               NA             NA          NA    23\n2391               NA             NA          NA    50\n2392               NA             NA          NA     1\n2393               NA             NA          NA     1\n2394               NA             NA          NA    37\n2395               NA             NA          NA    58\n2396               NA             NA          NA    25\n2397               NA             NA          NA    55\n2398               NA             NA          NA    42\n2399               NA             NA          NA    42\n2400               NA             NA          NA    32\n2401               NA             NA          NA    42\n2402               14              8          43    28\n2403               NA             NA          NA    19\n2404               NA             NA          NA    36\n2405               NA             NA          NA     4\n2406               NA             NA          NA     9\n2407               NA             NA          NA     9\n2408               NA             NA          NA     9\n2409               NA             NA          NA     9\n2410               NA             NA          NA     9\n2411               NA             NA          NA     9\n2412               NA             NA          NA     9\n2413               NA             NA          NA     9\n2414               NA             NA          NA     9\n2415               NA             NA          NA     9\n2416               NA             NA          NA     9\n2417               NA             NA          NA    35\n2418               NA             NA          NA     9\n2419               20             25          72    28\n2420               11             44         101    28\n2421               NA             NA          NA    51\n2422               NA             NA          NA    10\n2423               NA             NA          NA    29\n2424               NA             NA          NA    14\n2425               NA             NA          NA    48\n2426               NA             NA          NA    25\n2427               NA             NA          NA    21\n2428               NA             NA          NA    58\n2429               NA             NA          NA    58\n2430               NA             NA          NA    36\n2431               NA             NA          NA    59\n2432               NA             NA          NA    37\n2433               NA             NA          NA     8\n2434               NA             NA          NA    23\n2435               NA             NA          NA    13\n2436               NA             NA          NA    49\n2437                0              7           9    33\n2438               NA             NA          NA    50\n2439               NA             NA          NA     3\n2440               NA             NA          NA    55\n2441               NA             NA          NA    18\n2442               NA             NA          NA    41\n2443               NA             NA          NA    41\n2444               NA             NA          NA     5\n2445               NA             NA          NA    29\n2446               NA             NA          NA     5\n2447               NA             NA          NA     5\n2448               NA             NA          NA     4\n2449               NA             NA          NA     1\n2450               NA             NA          NA    38\n2451               NA             NA          NA    35\n2452               NA             NA          NA    38\n2453               NA             NA          NA    25\n2454               NA             NA          NA    10\n2455               NA             NA          NA     3\n2456               NA             NA          NA    48\n2457               NA             NA          NA    33\n2458               NA             NA          NA     8\n2459               NA             NA          NA    33\n2460               NA             NA          NA    15\n2461               NA             NA          NA    33\n2462               NA             NA          NA    13\n2463               NA             NA          NA    37\n2464               NA             NA          NA    19\n2465               NA             NA          NA    49\n2466               NA             NA          NA    23\n2467               NA             NA          NA    55\n2468               NA             NA          NA     7\n2469               NA             NA          NA    18\n2470               NA             NA          NA    51\n2471               NA             NA          NA    60\n2472               NA             NA          NA    50\n2473               NA             NA          NA     2\n2474               NA             NA          NA    36\n2475               NA             NA          NA    14\n2476               NA             NA          NA    29\n2477               NA             NA          NA     4\n2478               NA             NA          NA    32\n2479               NA             NA          NA    10\n2480               NA             NA          NA    10\n2481               NA             NA          NA    10\n2482               NA             NA          NA    35\n2483               NA             NA          NA    19\n2484               NA             NA          NA    19\n2485               NA             NA          NA    19\n2486               NA             NA          NA    58\n2487               NA             NA          NA    13\n2488               NA             NA          NA    21\n2489               NA             NA          NA    37\n2490               NA             NA          NA    23\n2491               NA             NA          NA    23\n2492               NA             NA          NA    23\n2493               NA             NA          NA    49\n2494               NA             NA          NA    15\n2495               NA             NA          NA    50\n2496               NA             NA          NA    55\n2497               NA             NA          NA    55\n2498               NA             NA          NA     3\n2499               NA             NA          NA    55\n2500               NA             NA          NA     1\n2501               NA             NA          NA    36\n2502               NA             NA          NA    36\n2503               NA             NA          NA    14\n2504               NA             NA          NA    29\n2505               NA             NA          NA    37\n2506               NA             NA          NA    35\n2507               NA             NA          NA    49\n2508               NA             NA          NA    58\n2509               NA             NA          NA     1\n2510               NA             NA          NA    51\n2511               NA             NA          NA    15\n2512               NA             NA          NA    50\n2513               NA             NA          NA    26\n2514               NA             NA          NA    21\n2515               NA             NA          NA     3\n2516               NA             NA          NA    13\n2517               NA             NA          NA    13\n2518               NA             NA          NA     2\n2519               NA             NA          NA    41\n2520               NA             NA          NA     4\n2521               NA             NA          NA     4\n2522               NA             NA          NA    29\n2523               NA             NA          NA    58\n2524               NA             NA          NA    58\n2525               NA             NA          NA    15\n2526               NA             NA          NA    15\n2527               NA             NA          NA    33\n2528               NA             NA          NA    33\n2529               NA             NA          NA    35\n2530               NA             NA          NA    19\n2531               NA             NA          NA    19\n2532               NA             NA          NA     1\n2533               NA             NA          NA    14\n2534               NA             NA          NA    21\n2535               NA             NA          NA    37\n2536               NA             NA          NA    50\n2537               NA             NA          NA    49\n2538               NA             NA          NA    51\n2539               NA             NA          NA     3\n2540               NA             NA          NA     7\n2541               NA             NA          NA    26\n2542               NA             NA          NA    43\n2543               NA             NA          NA    43\n2544               NA             NA          NA    43\n2545               NA             NA          NA    29\n2546               NA             NA          NA    36\n2547               NA             NA          NA    52\n2548               NA             NA          NA    52\n2549               NA             NA          NA    52\n2550               NA             NA          NA    52\n2551               NA             NA          NA    52\n2552               NA             NA          NA    52\n2553               NA             NA          NA    52\n2554               NA             NA          NA    52\n2555               NA             NA          NA    52\n2556               NA             NA          NA    52\n2557               NA             NA          NA    52\n2558               NA             NA          NA    52\n2559               NA             NA          NA    37\n2560               NA             NA          NA    60\n2561               NA             NA          NA     7\n2562               NA             NA          NA    19\n2563               NA             NA          NA    51\n2564               NA             NA          NA    19\n2565               NA             NA          NA    48\n2566               NA             NA          NA     3\n2567               NA             NA          NA    21\n2568                0              0           0    23\n2569               38             39         119    50\n2570                4             10          19    34\n2571                0              0           0    23\n2572               39             24         125    50\n2573                0              0           0    34\n2574                0              0           0    34\n2575                0              0           0    34\n2576                0              0           0    34\n2577                0              0           0    34\n2578                0              0           0    34\n2579                0              0           0    34\n2580                0              0           0    34\n2581                0              0           0    34\n2582                0              0           0    34\n2583                7             10          26    34\n2584                7             16          33    34\n2585               NA             NA          NA    32\n2586               NA             NA          NA    32\n2587                0             93          93    19\n2588                0             16          20    19\n2589                0              0           0    33\n2590                0              0           0    33\n2591                5              5          14    33\n2592                1             27          43    22\n2593               22             34          71    52\n2594               23             38          76    52\n2595                4              9          23    14\n2596                0              0           0    13\n2597                9             17          31    14\n2598                0              0           0    13\n2599                5              4          21    14\n2600                7             24          37    14\n2601               11             28          47    14\n2602                7             31          41    14\n2603                5             33          45    14\n2604                1              3           4    10\n2605                3             23          26    10\n2606                6             25          42    14\n2607                0              5           5    10\n2608               NA             NA          NA    50\n2609               NA             NA          NA    41\n2610               NA             NA          NA    49\n2611               NA             NA          NA    13\n2612               NA             NA          NA    15\n2613               NA             NA          NA    38\n2614               NA             NA          NA     1\n2615               NA             NA          NA     1\n2616               NA             NA          NA    25\n2617               NA             NA          NA    18\n2618               NA             NA          NA    55\n2619               NA             NA          NA     2\n2620               NA             NA          NA     1\n2621               NA             NA          NA     1\n2622               NA             NA          NA    38\n2623               NA             NA          NA    38\n2624               NA             NA          NA    38\n2625               NA             NA          NA    38\n2626               NA             NA          NA    36\n2627               NA             NA          NA    36\n2628               NA             NA          NA    36\n2629               NA             NA          NA    36\n2630               NA             NA          NA    36\n2631               NA             NA          NA    36\n2632               NA             NA          NA     8\n2633               NA             NA          NA    32\n2634               NA             NA          NA     8\n2635               NA             NA          NA     8\n2636               NA             NA          NA     8\n2637               NA             NA          NA    10\n2638               NA             NA          NA     2\n2639               NA             NA          NA     2\n2640               NA             NA          NA    19\n2641               NA             NA          NA    19\n2642               NA             NA          NA    58\n2643               NA             NA          NA    29\n2644               NA             NA          NA    43\n2645               NA             NA          NA    21\n2646               NA             NA          NA    37\n2647               NA             NA          NA     5\n2648               NA             NA          NA    25\n2649               NA             NA          NA    25\n2650               NA             NA          NA    50\n2651               NA             NA          NA    13\n2652      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 NA             NA          NA    34\n3010               NA             NA          NA    19\n3011               NA             NA          NA    14\n3012               NA             NA          NA    26\n3013               NA             NA          NA    36\n3014               NA             NA          NA    36\n3015               NA             NA          NA    18\n3016               NA             NA          NA    24\n3017               NA             NA          NA    21\n3018               NA             NA          NA    13\n3019               NA             NA          NA     2\n3020               NA             NA          NA    60\n3021               NA             NA          NA    19\n3022               NA             NA          NA    13\n3023               NA             NA          NA    21\n3024               NA             NA          NA    13\n3025               NA             NA          NA    26\n3026               NA             NA          NA     2\n3027               NA             NA          NA    60\n3028               NA             NA          NA    21\n3029               NA             NA          NA    26\n3030               NA             NA          NA     2\n3031               NA             NA          NA    60\n3032               NA             NA          NA     4\n3033               NA             NA          NA     2\n3034               NA             NA          NA    22\n3035               NA             NA          NA    19\n3036               NA             NA          NA    24\n3037               NA             NA          NA    21\n3038               NA             NA          NA    21\n\n\nIt will be easier to work with this data if we use tidy data standards, so we should also transform into a longer data format, where age group is a column, and cases is another column. We can do this easily using what we’ve learned in the Pivoting data page.\n\nmalaria_data &lt;- malaria_data %&gt;%\n  select(-newid) %&gt;%\n  pivot_longer(cols = starts_with(\"malaria_\"), \n               names_to = \"age_group\", \n               values_to = \"cases_reported\")\n\nprint(malaria_data)\n\n# A tibble: 12,152 × 7\n   location_name data_date  submitted_date Province District age_group       \n   &lt;chr&gt;         &lt;date&gt;     &lt;date&gt;         &lt;chr&gt;    &lt;chr&gt;    &lt;chr&gt;           \n 1 Facility 1    2020-08-11 2020-08-12     North    Spring   malaria_rdt_0-4 \n 2 Facility 1    2020-08-11 2020-08-12     North    Spring   malaria_rdt_5-14\n 3 Facility 1    2020-08-11 2020-08-12     North    Spring   malaria_rdt_15  \n 4 Facility 1    2020-08-11 2020-08-12     North    Spring   malaria_tot     \n 5 Facility 2    2020-08-11 2020-08-12     North    Bolo     malaria_rdt_0-4 \n 6 Facility 2    2020-08-11 2020-08-12     North    Bolo     malaria_rdt_5-14\n 7 Facility 2    2020-08-11 2020-08-12     North    Bolo     malaria_rdt_15  \n 8 Facility 2    2020-08-11 2020-08-12     North    Bolo     malaria_tot     \n 9 Facility 3    2020-08-11 2020-08-12     North    Dingo    malaria_rdt_0-4 \n10 Facility 3    2020-08-11 2020-08-12     North    Dingo    malaria_rdt_5-14\n# ℹ 12,142 more rows\n# ℹ 1 more variable: cases_reported &lt;int&gt;\n\n\nAnd with that we’ve finished preparing our data! This crosses items 1, 2, and 3 off our list of things to develop for our “testing R script”. The last, and most difficult task will be building a function to produce an epicurve based on user defined parameters. As mentioned previously, it’s highly recommended that anyone learning shiny first look at the section on functional programming (Writing functions) to understand how this works!\nWhen defining our function, it might be hard to think about what parameters we want to include. For functional programming with shiny, every relevent parameter will generally have a widget associated with it, so thinking about this is usually quite easy! For example in our current app, we want to be able to filter by district, and have a widget for this, so we can add a district parameter to reflect this. We don’t have any app functionality to filter by facility (for now), so we don’t need to add this as a parameter. Lets start by making a function with three parameters:\n\nThe core dataset.\nThe district of choice.\nThe age group of choice.\n\n\nplot_epicurve &lt;- function(data, district = \"All\", agegroup = \"malaria_tot\") {\n  \n  if (!(\"All\" %in% district)) {\n    data &lt;- data %&gt;%\n      filter(District %in% district)\n    \n    plot_title_district &lt;- stringr::str_glue(\"{paste0(district, collapse = ', ')} districts\")\n    \n  } else {\n    \n    plot_title_district &lt;- \"all districts\"\n    \n  }\n  \n  # if no remaining data, return NULL\n  if (nrow(data) == 0) {\n    \n    return(NULL)\n  }\n  \n  data &lt;- data %&gt;%\n    filter(age_group == agegroup)\n  \n  \n  # if no remaining data, return NULL\n  if (nrow(data) == 0) {\n    \n    return(NULL)\n  }\n  \n  if (agegroup == \"malaria_tot\") {\n      agegroup_title &lt;- \"All ages\"\n  } else {\n    agegroup_title &lt;- stringr::str_glue(\"{str_remove(agegroup, 'malaria_rdt')} years\")\n  }\n  \n  \n  ggplot(data, \n         mapping = aes(x = data_date, \n                       y = cases_reported)\n         ) +\n    geom_col(width = 1, \n             fill = \"darkred\"\n             ) +\n    theme_minimal() +\n    labs(\n      x = \"date\",\n      y = \"number of cases\",\n      title = stringr::str_glue(\"Malaria cases - {plot_title_district}\"),\n      subtitle = agegroup_title\n    )\n  \n  \n  \n}\n\nWe won’t go into great detail about this function, as it’s relatively simple in how it works. One thing to note however, is we handle errors by returning NULL when it would otherwise give an error. This is because when a shiny server produces a NULL object instead of a plot object, nothing will be shown in the ui! This is important, as otherwise errors will often cause your app to stop working.\nAnother thing to note is the use of the %in% operator when evaluating the district input. As mentioned above, this could arrive as a character vector with multiple values, so using %in% is more flexible than say, ==.\nLet’s test our function!\n\nplot_epicurve(malaria_data, \n              district = \"Bolo\", \n              agegroup = \"malaria_rdt_0-4\")\n\n\n\n\n\n\n\n\nWith our function working, we now have to understand how this all is going to fit into our shiny app. We mentioned the concept of startup code before, but lets look at how we can actually incorporate this into the structure of our app. There are two ways we can do this!\n\nPut this code in your app.R file at the start of the script (above the UI), or,\n\nCreate a new file in your app’s directory called global.R, and put the startup code in this file.\n\nIt’s worth noting at this point that it’s generally easier, especially with bigger apps, to use the second file structure, as it lets you separate your file structure in a simple way. Lets fully develop a this global.R script now. Here is what it could look like:\n\n# global.R script\n\npacman::p_load(\"tidyverse\", \"lubridate\", \"shiny\")\n\n# read data\nmalaria_data &lt;- rio::import(here::here(\"data\", \"malaria_facility_count_data.rds\")) %&gt;% \n  as_tibble()\n\n# clean data and pivot longer\nmalaria_data &lt;- malaria_data %&gt;%\n  select(-newid) %&gt;%\n  pivot_longer(cols = starts_with(\"malaria_\"), \n               names_to = \"age_group\", \n               values_to = \"cases_reported\")\n\n\n# define plotting function\nplot_epicurve &lt;- function(data, district = \"All\", agegroup = \"malaria_tot\") {\n  \n  # create plot title\n  if (!(\"All\" %in% district)) {            \n    data &lt;- data %&gt;%\n      filter(District %in% district)\n    \n    plot_title_district &lt;- stringr::str_glue(\"{paste0(district, collapse = ', ')} districts\")\n    \n  } else {\n    \n    plot_title_district &lt;- \"all districts\"\n    \n  }\n  \n  # if no remaining data, return NULL\n  if (nrow(data) == 0) {\n    \n    return(NULL)\n  }\n  \n  # filter to age group\n  data &lt;- data %&gt;%\n    filter(age_group == agegroup)\n  \n  \n  # if no remaining data, return NULL\n  if (nrow(data) == 0) {\n    \n    return(NULL)\n  }\n  \n  if (agegroup == \"malaria_tot\") {\n      agegroup_title &lt;- \"All ages\"\n  } else {\n    agegroup_title &lt;- stringr::str_glue(\"{str_remove(agegroup, 'malaria_rdt')} years\")\n  }\n  \n  ggplot(data, \n         mapping = aes(x = data_date, \n                   y = cases_reported)\n         ) +\n    geom_col(width = 1, \n             fill = \"darkred\") +\n    theme_minimal() +\n    labs(\n      x = \"date\",\n      y = \"number of cases\",\n      title = stringr::str_glue(\"Malaria cases - {plot_title_district}\"),\n      subtitle = agegroup_title\n    )\n\n}\n\nEasy! One great feature of shiny is that it will understand what files named app.R, server.R, ui.R, and global.R are for, so there is no need to connect them to each other via any code. So just by having this code in global.R in the directory it will run before we start our app!.\nWe should also note that it would improve our app’s organisation if we moved the plotting function to its own file - this will be especially helpful as apps become larger. To do this, we could make another directory called funcs, and put this function in as a file called plot_epicurve.R. We could then read this function in via the following command in global.R\n\nsource(here(\"funcs\", \"plot_epicurve.R\"), local = TRUE)\n\nNote that you should always specify local = TRUE in shiny apps, since it will affect sourcing when/if the app is published on a server.",
     "crumbs": [
       "Reports and dashboards",
       "<span class='chapter-number'>43</span>  <span class='chapter-title'>Dashboards with Shiny</span>"
@@ -3893,7 +3893,7 @@
     "href": "new_pages/shiny_basics.html#developing-an-app-server",
     "title": "43  Dashboards with Shiny",
     "section": "43.5 Developing an app server",
-    "text": "43.5 Developing an app server\nNow that we have most of our code, we just have to develop our server. This is the final piece of our app, and is probably the hardest to understand. The server is a large R function, but its helpful to think of it as a series of smaller functions, or tasks that the app can perform. It’s important to understand that these functions are not executed in a linear order. There is an order to them, but it’s not fully necessary to understand when starting out with shiny. At a very basic level, these tasks or functions will activate when there is a change in user inputs that affects them, unless the developer has set them up so they behave differently. Again, this is all quite abstract, but lets first go through the three basic types of shiny objects\n\nReactive sources - this is another term for user inputs. The shiny server has access to the outputs from the UI through the widgets we’ve programmed. Every time the values for these are changed, this is passed down to the server.\nReactive conductors - these are objects that exist only inside the shiny server. We don’t actually need these for simple apps, but they produce objects that can only be seen inside the server, and used in other operations. They generally depend on reactive sources.\nEndpoints - these are outputs that are passed from the server to the UI. In our example, this would be the epi curve we are producing.\n\nWith this in mind lets construct our server step-by-step. We’ll show our UI code again here just for reference:\n\nui &lt;- fluidPage(\n\n  titlePanel(\"Malaria facility visualisation app\"),\n\n  sidebarLayout(\n\n    sidebarPanel(\n         # selector for district\n         selectInput(\n              inputId = \"select_district\",\n              label = \"Select district\",\n              choices = c(\n                   \"All\",\n                   \"Spring\",\n                   \"Bolo\",\n                   \"Dingo\",\n                   \"Barnard\"\n              ),\n              selected = \"All\",\n              multiple = TRUE\n         ),\n         # selector for age group\n         selectInput(\n              inputId = \"select_agegroup\",\n              label = \"Select age group\",\n              choices = c(\n                   \"All ages\" = \"malaria_tot\",\n                   \"0-4 yrs\" = \"malaria_rdt_0-4\",\n                   \"5-14 yrs\" = \"malaria_rdt_5-14\",\n                   \"15+ yrs\" = \"malaria_rdt_15\"\n              ), \n              selected = \"All\",\n              multiple = FALSE\n         )\n\n    ),\n\n    mainPanel(\n      # epicurve goes here\n      plotOutput(\"malaria_epicurve\")\n    )\n    \n  )\n)\n\nFrom this code UI we have:\n\nTwo inputs:\n\nDistrict selector (with an inputId of select_district)\nAge group selector (with an inputId of select_agegroup)\n\nOne output:\n\nThe epicurve (with an outputId of malaria_epicurve)\n\n\nAs stated previously, these unique names we have assigned to our inputs and outputs are crucial. They must be unique and are used to pass information between the ui and server. In our server, we access our inputs via the syntax input$inputID and outputs and passed to the ui through the syntax output$output_name Lets have a look at an example, because again this is hard to understand otherwise!\n\nserver &lt;- function(input, output, session) {\n  \n  output$malaria_epicurve &lt;- renderPlot(\n    plot_epicurve(malaria_data, district = input$select_district, agegroup = input$select_agegroup)\n  )\n  \n}\n\nThe server for a simple app like this is actually quite straightforward! You’ll notice that the server is a function with three parameters - input, output, and session - this isn’t that important to understand for now, but its important to stick to this setup! In our server we only have one task - this renders a plot based on our function we made earlier, and the inputs from the server. Notice how the names of the input and output objects correspond exactly to those in the ui.\nTo understand the basics of how the server reacts to user inputs, you should note that the output will know (through the underlying package) when inputs change, and rerun this function to create a plot every time they change. Note that we also use the renderPlot() function here - this is one of a family of class-specific functions that pass those objects to a ui output. There are a number of functions that behave similarly, but you need to ensure the function used matches the class of object you’re passing to the ui! For example:\n\nrenderText() - send text to the ui\nrenderDataTable - send an interactive table to the ui.\n\nRemember that these also need to match the output function used in the ui - so renderPlot() is paired with plotOutput(), and renderText() is matched with textOutput().\nSo we’ve finally made a functioning app! We can run this by pressing the Run App button on the top right of the script window in Rstudio. You should note that you can choose to run your app in your default browser (rather than Rstudio) which will more accurately reflect what the app will look like for other users.\n\n\n\n\n\n\n\n\n\nIt is fun to note that in the R console, the app is “listening”! Talk about reactivity!",
+    "text": "43.5 Developing an app server\nNow that we have most of our code, we just have to develop our server. This is the final piece of our app, and is probably the hardest to understand. The server is a large R function, but its helpful to think of it as a series of smaller functions, or tasks that the app can perform. It’s important to understand that these functions are not executed in a linear order. There is an order to them, but it’s not fully necessary to understand when starting out with shiny. At a very basic level, these tasks or functions will activate when there is a change in user inputs that affects them, unless the developer has set them up so they behave differently. Again, this is all quite abstract, but lets first go through the three basic types of shiny objects:\n\nReactive sources - this is another term for user inputs. The shiny server has access to the outputs from the UI through the widgets we’ve programmed. Every time the values for these are changed, this is passed down to the server.\nReactive conductors - these are objects that exist only inside the shiny server. We don’t actually need these for simple apps, but they produce objects that can only be seen inside the server, and used in other operations. They generally depend on reactive sources.\nEndpoints - these are outputs that are passed from the server to the UI. In our example, this would be the epi curve we are producing.\n\nWith this in mind lets construct our server step-by-step. We’ll show our UI code again here just for reference:\n\nui &lt;- fluidPage(\n\n  titlePanel(\"Malaria facility visualisation app\"),\n\n  sidebarLayout(\n\n    sidebarPanel(\n         # selector for district\n         selectInput(\n              inputId = \"select_district\",\n              label = \"Select district\",\n              choices = c(\n                   \"All\",\n                   \"Spring\",\n                   \"Bolo\",\n                   \"Dingo\",\n                   \"Barnard\"\n              ),\n              selected = \"All\",\n              multiple = TRUE\n         ),\n         # selector for age group\n         selectInput(\n              inputId = \"select_agegroup\",\n              label = \"Select age group\",\n              choices = c(\n                   \"All ages\" = \"malaria_tot\",\n                   \"0-4 yrs\" = \"malaria_rdt_0-4\",\n                   \"5-14 yrs\" = \"malaria_rdt_5-14\",\n                   \"15+ yrs\" = \"malaria_rdt_15\"\n              ), \n              selected = \"All\",\n              multiple = FALSE\n         )\n\n    ),\n\n    mainPanel(\n      # epicurve goes here\n      plotOutput(\"malaria_epicurve\")\n    )\n    \n  )\n)\n\nFrom this code UI we have:\n\nTwo inputs:\n\nDistrict selector (with an inputId of select_district).\nAge group selector (with an inputId of select_agegroup).\n\nOne output:\n\nThe epicurve (with an outputId of malaria_epicurve).\n\n\nAs stated previously, these unique names we have assigned to our inputs and outputs are crucial. They must be unique and are used to pass information between the ui and server. In our server, we access our inputs via the syntax input$inputID and outputs and passed to the ui through the syntax output$output_name Lets have a look at an example, because again this is hard to understand otherwise!\n\nserver &lt;- function(input, output, session) {\n  \n  output$malaria_epicurve &lt;- renderPlot(\n    plot_epicurve(malaria_data, \n                  district = input$select_district, \n                  agegroup = input$select_agegroup)\n  )\n  \n}\n\nThe server for a simple app like this is actually quite straightforward! You’ll notice that the server is a function with three parameters - input, output, and session - this isn’t that important to understand for now, but its important to stick to this setup! In our server we only have one task - this renders a plot based on our function we made earlier, and the inputs from the server. Notice how the names of the input and output objects correspond exactly to those in the ui.\nTo understand the basics of how the server reacts to user inputs, you should note that the output will know (through the underlying package) when inputs change, and rerun this function to create a plot every time they change. Note that we also use the renderPlot() function here - this is one of a family of class-specific functions that pass those objects to a ui output. There are a number of functions that behave similarly, but you need to ensure the function used matches the class of object you’re passing to the ui! For example:\n\nrenderText() - send text to the ui.\nrenderDataTable - send an interactive table to the ui.\n\nRemember that these also need to match the output function used in the ui - so renderPlot() is paired with plotOutput(), and renderText() is matched with textOutput().\nSo we’ve finally made a functioning app! We can run this by pressing the Run App button on the top right of the script window in Rstudio. You should note that you can choose to run your app in your default browser (rather than Rstudio) which will more accurately reflect what the app will look like for other users.\n\n\n\n\n\n\n\n\n\nIt is fun to note that in the R console, the app is “listening”! Talk about reactivity!",
     "crumbs": [
       "Reports and dashboards",
       "<span class='chapter-number'>43</span>  <span class='chapter-title'>Dashboards with Shiny</span>"
@@ -3904,7 +3904,7 @@
     "href": "new_pages/shiny_basics.html#adding-more-functionality",
     "title": "43  Dashboards with Shiny",
     "section": "43.6 Adding more functionality",
-    "text": "43.6 Adding more functionality\nAt this point we’ve finally got a running app, but we have very little functionality. We also haven’t really scratched the surface of what shiny can do, so there’s a lot more to learn about! Lets continue to build our existing app by adding some extra features. Some things that could be nice to add could be:\n\nSome explanatory text\nA download button for our plot - this would provide the user with a high quality version of the image that they’re generating in the app\nA selector for specific facilities\nAnother dashboard page - this could show a table of our data.\n\nThis is a lot to add, but we can use it to learn about a bunch of different shiny featues on the way. There is so much to learn about shiny (it can get very advanced, but its hopefully the case that once users have a better idea of how to use it they can become more comfortable using external learning sources as well).\n\nAdding static text\nLets first discuss adding static text to our shiny app. Adding text to our app is extremely easy, once you have a basic grasp of it. Since static text doesn’t change in the shiny app (If you’d like it to change, you can use text rendering functions in the server!), all of shiny’s static text is generally added in the ui of the app. We wont go through this in great detail, but you can add a number of different elements to your ui (and even custom ones) by interfacing R with HTML and css.\nHTML and css are languages that are explicitly involved in user interface design. We don’t need to understand these too well, but HTML creates objects in UI (like a text box, or a table), and css is generally used to change the style and aesthetics of those objects. Shiny has access to a large array of HTML tags - these are present for objects that behave in a specific way, such as headers, paragraphs of text, line breaks, tables, etc. We can use some of these examples like this:\n\nh1() - this a a header tag, which will make enclosed text automatically larger, and change defaults as they pertain to the font face, colour etc (depending on the overall theme of your app). You can access smaller and smaller sub-heading with h2() down to h6() as well. Usage looks like:\n\nh1(\"my header - section 1\")\n\np() - this is a paragraph tag, which will make enclosed text similar to text in a body of text. This text will automatically wrap, and be of a relatively small size (footers could be smaller for example.) Think of it as the text body of a word document. Usage looks like:\n\np(\"This is a larger body of text where I am explaining the function of my app\")\n\ntags$b() and tags$i() - these are used to create bold tags$b() and italicised tags$i() with whichever text is enclosed!\ntags$ul(), tags$ol() and tags$li() - these are tags used in creating lists. These are all used within the syntax below, and allow the user to create either an ordered list (tags$ol(); i.e. numbered) or unordered list (tags$ul(), i.e. bullet points). tags$li() is used to denote items in the list, regardless of which type of list is used. e.g.:\n\n\ntags$ol(\n  \n  tags$li(\"Item 1\"),\n  \n  tags$li(\"Item 2\"),\n  \n  tags$li(\"Item 3\")\n  \n)\n\n\nbr() and hr() - these tags create linebreaks and horizontal lines (with a linebreak) respectively. Use them to separate out the sections of your app and text! There is no need to pass any items to these tags (parentheses can remain empty).\ndiv() - this is a generic tag that can contain anything, and can be named anything. Once you progress with ui design, you can use these to compartmentalize your ui, give specific sections specific styles, and create interactions between the server and UI elements. We won’t go into these in detail, but they’re worth being aware of!\n\nNote that every one of these objects can be accessed through tags$... or for some, just the function. These are effectively synonymous, but it may help to use the tags$... style if you’d rather be more explicit and not overwrite the functions accidentally. This is also by no means an exhaustive list of tags available. There is a full list of all tags available in shiny here and even more can be used by inserting HTML directly into your ui!\nIf you’re feeling confident, you can also add any css styling elements to your HTML tags with the style argument in any of them. We won’t go into how this works in detail, but one tip for testing aesthetic changes to a UI is using the HTML inspector mode in chrome (of your shiny app you are running in browser), and editing the style of objects yourself!\nLets add some text to our app\n\nui &lt;- fluidPage(\n\n  titlePanel(\"Malaria facility visualisation app\"),\n\n  sidebarLayout(\n\n    sidebarPanel(\n         h4(\"Options\"),\n         # selector for district\n         selectInput(\n              inputId = \"select_district\",\n              label = \"Select district\",\n              choices = c(\n                   \"All\",\n                   \"Spring\",\n                   \"Bolo\",\n                   \"Dingo\",\n                   \"Barnard\"\n              ),\n              selected = \"All\",\n              multiple = TRUE\n         ),\n         # selector for age group\n         selectInput(\n              inputId = \"select_agegroup\",\n              label = \"Select age group\",\n              choices = c(\n                   \"All ages\" = \"malaria_tot\",\n                   \"0-4 yrs\" = \"malaria_rdt_0-4\",\n                   \"5-14 yrs\" = \"malaria_rdt_5-14\",\n                   \"15+ yrs\" = \"malaria_rdt_15\"\n              ), \n              selected = \"All\",\n              multiple = FALSE\n         ),\n    ),\n\n    mainPanel(\n      # epicurve goes here\n      plotOutput(\"malaria_epicurve\"),\n      br(),\n      hr(),\n      p(\"Welcome to the malaria facility visualisation app! To use this app, manipulate the widgets on the side to change the epidemic curve according to your preferences! To download a high quality image of the plot you've created, you can also download it with the download button. To see the raw data, use the raw data tab for an interactive form of the table. The data dictionary is as follows:\"),\n    tags$ul(\n      tags$li(tags$b(\"location_name\"), \" - the facility that the data were collected at\"),\n      tags$li(tags$b(\"data_date\"), \" - the date the data were collected at\"),\n      tags$li(tags$b(\"submitted_daate\"), \" - the date the data were submitted at\"),\n      tags$li(tags$b(\"Province\"), \" - the province the data were collected at (all 'North' for this dataset)\"),\n      tags$li(tags$b(\"District\"), \" - the district the data were collected at\"),\n      tags$li(tags$b(\"age_group\"), \" - the age group the data were collected for (0-5, 5-14, 15+, and all ages)\"),\n      tags$li(tags$b(\"cases_reported\"), \" - the number of cases reported for the facility/age group on the given date\")\n    )\n    \n  )\n)\n)\n\n\n\n\n\n\n\n\n\n\n\n\nAdding a link\nTo add a link to a website, use tags$a() with the link and display text as shown below. To have as a standalone paragraph, put it within p(). To have only a few words of a sentence linked, break the sentence into parts and use tags$a() for the hyperlinked part. To ensure the link opens in a new browser window, add target = \"_blank\" as an argument.\n\ntags$a(href = \"www.epiRhandbook.com\", \"Visit our website!\")\n\n\n\nAdding a download button\nLets move on to the second of the three features. A download button is a fairly common thing to add to an app and is fairly easy to make. We need to add another Widget to our ui, and we need to add another output to our server to attach to it. We can also introduce reactive conductors in this example!\nLets update our ui first - this is easy as shiny comes with a widget called downloadButton() - lets give it an inputId and a label.\n\nui &lt;- fluidPage(\n\n  titlePanel(\"Malaria facility visualisation app\"),\n\n  sidebarLayout(\n\n    sidebarPanel(\n         # selector for district\n         selectInput(\n              inputId = \"select_district\",\n              label = \"Select district\",\n              choices = c(\n                   \"All\",\n                   \"Spring\",\n                   \"Bolo\",\n                   \"Dingo\",\n                   \"Barnard\"\n              ),\n              selected = \"All\",\n              multiple = FALSE\n         ),\n         # selector for age group\n         selectInput(\n              inputId = \"select_agegroup\",\n              label = \"Select age group\",\n              choices = c(\n                   \"All ages\" = \"malaria_tot\",\n                   \"0-4 yrs\" = \"malaria_rdt_0-4\",\n                   \"5-14 yrs\" = \"malaria_rdt_5-14\",\n                   \"15+ yrs\" = \"malaria_rdt_15\"\n              ), \n              selected = \"All\",\n              multiple = FALSE\n         ),\n         # horizontal line\n         hr(),\n         downloadButton(\n           outputId = \"download_epicurve\",\n           label = \"Download plot\"\n         )\n\n    ),\n\n    mainPanel(\n      # epicurve goes here\n      plotOutput(\"malaria_epicurve\"),\n      br(),\n      hr(),\n      p(\"Welcome to the malaria facility visualisation app! To use this app, manipulate the widgets on the side to change the epidemic curve according to your preferences! To download a high quality image of the plot you've created, you can also download it with the download button. To see the raw data, use the raw data tab for an interactive form of the table. The data dictionary is as follows:\"),\n      tags$ul(\n        tags$li(tags$b(\"location_name\"), \" - the facility that the data were collected at\"),\n        tags$li(tags$b(\"data_date\"), \" - the date the data were collected at\"),\n        tags$li(tags$b(\"submitted_daate\"), \" - the date the data were submitted at\"),\n        tags$li(tags$b(\"Province\"), \" - the province the data were collected at (all 'North' for this dataset)\"),\n        tags$li(tags$b(\"District\"), \" - the district the data were collected at\"),\n        tags$li(tags$b(\"age_group\"), \" - the age group the data were collected for (0-5, 5-14, 15+, and all ages)\"),\n        tags$li(tags$b(\"cases_reported\"), \" - the number of cases reported for the facility/age group on the given date\")\n      )\n      \n    )\n    \n  )\n)\n\nNote that we’ve also added in a hr() tag - this adds a horizontal line separating our control widgets from our download widgets. This is another one of the HTML tags that we discussed previously.\nNow that we have our ui ready, we need to add the server component. Downloads are done in the server with the downloadHandler() function. Similar to our plot, we need to attach it to an output that has the same inputId as the download button. This function takes two arguments - filename and content - these are both functions. As you might be able to guess, filename is used to specify the name of the downloaded file, and content is used to specify what should be downloaded. content contain a function that you would use to save data locally - so if you were downloading a csv file you could use rio::export(). Since we’re downloading a plot, we’ll use ggplot2::ggsave(). Lets look at how we would program this (we won’t add it to the server yet).\n\nserver &lt;- function(input, output, session) {\n  \n  output$malaria_epicurve &lt;- renderPlot(\n    plot_epicurve(malaria_data, district = input$select_district, agegroup = input$select_agegroup)\n  )\n  \n  output$download_epicurve &lt;- downloadHandler(\n    filename = function() {\n      stringr::str_glue(\"malaria_epicurve_{input$select_district}.png\")\n    },\n    \n    content = function(file) {\n      ggsave(file, \n             plot_epicurve(malaria_data, district = input$select_district, agegroup = input$select_agegroup),\n             width = 8, height = 5, dpi = 300)\n    }\n    \n  )\n  \n}\n\nNote that the content function always takes a file argument, which we put where the output file name is specified. You might also notice that we’re repeating code here - we are using our plot_epicurve() function twice in this server, once for the download and once for the image displayed in the app. While this wont massively affect performance, this means that the code to generate this plot will have to be run when the user changes the widgets specifying the district and age group, and again when you want to download the plot. In larger apps, suboptimal decisions like this one will slow things down more and more, so it’s good to learn how to make our app more efficient in this sense. What would make more sense is if we had a way to run the epicurve code when the districts/age groups are changes, and let that be used by the renderPlot() and downloadHandler() functions. This is where reactive conductors come in!\nReactive conductors are objects that are created in the shiny server in a reactive way, but are not outputted - they can just be used by other parts of the server. There are a number of different kinds of reactive conductors, but we’ll go through the basic two.\n1.reactive() - this is the most basic reactive conductor - it will react whenever any inputs used inside of it change (so our district/age group widgets)\n2. eventReactive()- this rective conductor works the same as reactive(), except that the user can specify which inputs cause it to rerun. This is useful if your reactive conductor takes a long time to process, but this will be explained more later.\nLets look at the two examples:\n\nmalaria_plot_r &lt;- reactive({\n  \n  plot_epicurve(malaria_data, district = input$select_district, agegroup = input$select_agegroup)\n  \n})\n\n\n# only runs when the district selector changes!\nmalaria_plot_er &lt;- eventReactive(input$select_district, {\n  \n  plot_epicurve(malaria_data, district = input$select_district, agegroup = input$select_agegroup)\n  \n})\n\nWhen we use the eventReactive() setup, we can specify which inputs cause this chunk of code to run - this isn’t very useful to us at the moment, so we can leave it for now. Note that you can include multiple inputs with c()\nLets look at how we can integrate this into our server code:\n\nserver &lt;- function(input, output, session) {\n  \n  malaria_plot &lt;- reactive({\n    plot_epicurve(malaria_data, district = input$select_district, agegroup = input$select_agegroup)\n  })\n  \n  \n  \n  output$malaria_epicurve &lt;- renderPlot(\n    malaria_plot()\n  )\n  \n  output$download_epicurve &lt;- downloadHandler(\n    \n    filename = function() {\n      stringr::str_glue(\"malaria_epicurve_{input$select_district}.png\")\n    },\n    \n    content = function(file) {\n      ggsave(file, \n             malaria_plot(),\n             width = 8, height = 5, dpi = 300)\n    }\n    \n  )\n  \n}\n\nYou can see we’re just calling on the output of our reactive we’ve defined in both our download and plot rendering functions. One thing to note that often trips people up is you have to use the outputs of reactives as if they were functions - so you must add empty brackets at the end of them (i.e. malaria_plot() is correct, and malaria_plot is not). Now that we’ve added this solution our app is a little tidyer, faster, and easier to change since all our code that runs the epicurve function is in one place.\n\n\n\n\n\n\n\n\n\n\n\nAdding a facility selector\nLets move on to our next feature - a selector for specific facilities. We’ll implement another parameter into our function so we can pass this as an argument from our code. Lets look at doing this first - it just operates off the same principles as the other parameters we’ve set up. Lets update and test our function.\n\nplot_epicurve &lt;- function(data, district = \"All\", agegroup = \"malaria_tot\", facility = \"All\") {\n  \n  if (!(\"All\" %in% district)) {\n    data &lt;- data %&gt;%\n      filter(District %in% district)\n    \n    plot_title_district &lt;- stringr::str_glue(\"{paste0(district, collapse = ', ')} districts\")\n    \n  } else {\n    \n    plot_title_district &lt;- \"all districts\"\n    \n  }\n  \n  # if no remaining data, return NULL\n  if (nrow(data) == 0) {\n    \n    return(NULL)\n  }\n  \n  data &lt;- data %&gt;%\n    filter(age_group == agegroup)\n  \n  \n  # if no remaining data, return NULL\n  if (nrow(data) == 0) {\n    \n    return(NULL)\n  }\n  \n  if (agegroup == \"malaria_tot\") {\n      agegroup_title &lt;- \"All ages\"\n  } else {\n    agegroup_title &lt;- stringr::str_glue(\"{str_remove(agegroup, 'malaria_rdt')} years\")\n  }\n  \n    if (!(\"All\" %in% facility)) {\n    data &lt;- data %&gt;%\n      filter(location_name == facility)\n    \n    plot_title_facility &lt;- facility\n    \n  } else {\n    \n    plot_title_facility &lt;- \"all facilities\"\n    \n  }\n  \n  # if no remaining data, return NULL\n  if (nrow(data) == 0) {\n    \n    return(NULL)\n  }\n\n  \n  \n  ggplot(data, aes(x = data_date, y = cases_reported)) +\n    geom_col(width = 1, fill = \"darkred\") +\n    theme_minimal() +\n    labs(\n      x = \"date\",\n      y = \"number of cases\",\n      title = stringr::str_glue(\"Malaria cases - {plot_title_district}; {plot_title_facility}\"),\n      subtitle = agegroup_title\n    )\n  \n  \n  \n}\n\nLet’s test it:\n\nplot_epicurve(malaria_data, district = \"Spring\", agegroup = \"malaria_rdt_0-4\", facility = \"Facility 1\")\n\n\n\n\n\n\n\n\nWith all the facilites in our data, it isn’t very clear which facilities correspond to which districts - and the end user won’t know either. This might make using the app quite unintuitive. For this reason, we should make the facility options in the UI change dynamically as the user changes the district - so one filters the other! Since we have so many variables that we’re using in the options, we might also want to generate some of our options for the ui in our global.R file from the data. For example, we can add this code chunk to global.R after we’ve read our data in:\n\nall_districts &lt;- c(\"All\", unique(malaria_data$District))\n\n# data frame of location names by district\nfacility_list &lt;- malaria_data %&gt;%\n  group_by(location_name, District) %&gt;%\n  summarise() %&gt;% \n  ungroup()\n\nLet’s look at them:\n\nall_districts\n\n[1] \"All\"     \"Spring\"  \"Bolo\"    \"Dingo\"   \"Barnard\"\n\n\n\nfacility_list\n\n# A tibble: 65 × 2\n   location_name District\n   &lt;chr&gt;         &lt;chr&gt;   \n 1 Facility 1    Spring  \n 2 Facility 10   Bolo    \n 3 Facility 11   Spring  \n 4 Facility 12   Dingo   \n 5 Facility 13   Bolo    \n 6 Facility 14   Dingo   \n 7 Facility 15   Barnard \n 8 Facility 16   Barnard \n 9 Facility 17   Barnard \n10 Facility 18   Bolo    \n# ℹ 55 more rows\n\n\nWe can pass these new variables to the ui without any issue, since they are globally visible by both the server and the ui! Lets update our UI:\n\nui &lt;- fluidPage(\n\n  titlePanel(\"Malaria facility visualisation app\"),\n\n  sidebarLayout(\n\n    sidebarPanel(\n         # selector for district\n         selectInput(\n              inputId = \"select_district\",\n              label = \"Select district\",\n              choices = all_districts,\n              selected = \"All\",\n              multiple = FALSE\n         ),\n         # selector for age group\n         selectInput(\n              inputId = \"select_agegroup\",\n              label = \"Select age group\",\n              choices = c(\n                   \"All ages\" = \"malaria_tot\",\n                   \"0-4 yrs\" = \"malaria_rdt_0-4\",\n                   \"5-14 yrs\" = \"malaria_rdt_5-14\",\n                   \"15+ yrs\" = \"malaria_rdt_15\"\n              ), \n              selected = \"All\",\n              multiple = FALSE\n         ),\n         # selector for facility\n         selectInput(\n           inputId = \"select_facility\",\n           label = \"Select Facility\",\n           choices = c(\"All\", facility_list$location_name),\n           selected = \"All\"\n         ),\n         \n         # horizontal line\n         hr(),\n         downloadButton(\n           outputId = \"download_epicurve\",\n           label = \"Download plot\"\n         )\n\n    ),\n\n    mainPanel(\n      # epicurve goes here\n      plotOutput(\"malaria_epicurve\"),\n      br(),\n      hr(),\n      p(\"Welcome to the malaria facility visualisation app! To use this app, manipulate the widgets on the side to change the epidemic curve according to your preferences! To download a high quality image of the plot you've created, you can also download it with the download button. To see the raw data, use the raw data tab for an interactive form of the table. The data dictionary is as follows:\"),\n      tags$ul(\n        tags$li(tags$b(\"location_name\"), \" - the facility that the data were collected at\"),\n        tags$li(tags$b(\"data_date\"), \" - the date the data were collected at\"),\n        tags$li(tags$b(\"submitted_daate\"), \" - the date the data were submitted at\"),\n        tags$li(tags$b(\"Province\"), \" - the province the data were collected at (all 'North' for this dataset)\"),\n        tags$li(tags$b(\"District\"), \" - the district the data were collected at\"),\n        tags$li(tags$b(\"age_group\"), \" - the age group the data were collected for (0-5, 5-14, 15+, and all ages)\"),\n        tags$li(tags$b(\"cases_reported\"), \" - the number of cases reported for the facility/age group on the given date\")\n      )\n      \n    )\n    \n  )\n)\n\nNotice how we’re now passing variables for our choices instead of hard coding them in the ui! This might make our code more compact as well! Lastly, we’ll have to update the server. It will be easy to update our function to incorporate our new input (we just have to pass it as an argument to our new parameter), but we should remember we also want the ui to update dynamically when the user changes the selected district. It is important to understand here that we can change the parameters and behaviour of widgets while the app is running, but this needs to be done in the server. We need to understand a new way to output to the server to learn how to do this.\nThe functions we need to understand how to do this are known as observer functions, and are similar to reactive functions in how they behave. They have one key difference though:\n\nReactive functions do not directly affect outputs, and produce objects that can be seen in other locations in the server\nObserver functions can affect server outputs, but do so via side effects of other functions. (They can also do other things, but this is their main function in practice)\n\nSimilar to reactive functions, there are two flavours of observer functions, and they are divided by the same logic that divides reactive functions:\n\nobserve() - this function runs whenever any inputs used inside of it change\nobserveEvent() - this function runs when a user-specified input changes\n\nWe also need to understand the shiny-provided functions that update widgets. These are fairly straightforward to run - they first take the session object from the server function (this doesn’t need to be understood for now), and then the inputId of the function to be changed. We then pass new versions of all parameters that are already taken by selectInput() - these will be automatically updated in the widget.\nLets look at an isolated example of how we could use this in our server. When the user changes the district, we want to filter our tibble of facilities by district, and update the choices to only reflect those that are available in that district (and an option for all facilities)\n\nobserve({\n  \n  if (input$select_district == \"All\") {\n    new_choices &lt;- facility_list$location_name\n  } else {\n    new_choices &lt;- facility_list %&gt;%\n      filter(District == input$select_district) %&gt;%\n      pull(location_name)\n  }\n  \n  new_choices &lt;- c(\"All\", new_choices)\n  \n  updateSelectInput(session, inputId = \"select_facility\",\n                    choices = new_choices)\n  \n})\n\nAnd that’s it! we can add it into our server, and that behaviour will now work. Here’s what our new server should look like:\n\nserver &lt;- function(input, output, session) {\n  \n  malaria_plot &lt;- reactive({\n    plot_epicurve(malaria_data, district = input$select_district, agegroup = input$select_agegroup, facility = input$select_facility)\n  })\n  \n  \n  \n  observe({\n    \n    if (input$select_district == \"All\") {\n      new_choices &lt;- facility_list$location_name\n    } else {\n      new_choices &lt;- facility_list %&gt;%\n        filter(District == input$select_district) %&gt;%\n        pull(location_name)\n    }\n    \n    new_choices &lt;- c(\"All\", new_choices)\n    \n    updateSelectInput(session, inputId = \"select_facility\",\n                      choices = new_choices)\n    \n  })\n  \n  \n  output$malaria_epicurve &lt;- renderPlot(\n    malaria_plot()\n  )\n  \n  output$download_epicurve &lt;- downloadHandler(\n    \n    filename = function() {\n      stringr::str_glue(\"malaria_epicurve_{input$select_district}.png\")\n    },\n    \n    content = function(file) {\n      ggsave(file, \n             malaria_plot(),\n             width = 8, height = 5, dpi = 300)\n    }\n    \n  )\n  \n  \n  \n}\n\n\n\n\n\n\n\n\n\n\n\n\nAdding another tab with a table\nNow we’ll move on to the last component we want to add to our app. We’ll want to separate our ui into two tabs, one of which will have an interactive table where the user can see the data they are making the epidemic curve with. To do this, we can use the packaged ui elements that come with shiny relevant to tabs. On a basic level, we can enclose most of our main panel in this general structure:\n\n# ... the rest of ui\n\nmainPanel(\n  \n  tabsetPanel(\n    type = \"tabs\",\n    tabPanel(\n      \"Epidemic Curves\",\n      ...\n    ),\n    tabPanel(\n      \"Data\",\n      ...\n    )\n  )\n)\n\nLets apply this to our ui. We also will want to use the DT package here - this is a great package for making interactive tables from pre-existing data. We can see it being used for DT::datatableOutput() in this example.\n\nui &lt;- fluidPage(\n     \n     titlePanel(\"Malaria facility visualisation app\"),\n     \n     sidebarLayout(\n          \n          sidebarPanel(\n               # selector for district\n               selectInput(\n                    inputId = \"select_district\",\n                    label = \"Select district\",\n                    choices = all_districts,\n                    selected = \"All\",\n                    multiple = FALSE\n               ),\n               # selector for age group\n               selectInput(\n                    inputId = \"select_agegroup\",\n                    label = \"Select age group\",\n                    choices = c(\n                         \"All ages\" = \"malaria_tot\",\n                         \"0-4 yrs\" = \"malaria_rdt_0-4\",\n                         \"5-14 yrs\" = \"malaria_rdt_5-14\",\n                         \"15+ yrs\" = \"malaria_rdt_15\"\n                    ), \n                    selected = \"All\",\n                    multiple = FALSE\n               ),\n               # selector for facility\n               selectInput(\n                    inputId = \"select_facility\",\n                    label = \"Select Facility\",\n                    choices = c(\"All\", facility_list$location_name),\n                    selected = \"All\"\n               ),\n               \n               # horizontal line\n               hr(),\n               downloadButton(\n                    outputId = \"download_epicurve\",\n                    label = \"Download plot\"\n               )\n               \n          ),\n          \n          mainPanel(\n               tabsetPanel(\n                    type = \"tabs\",\n                    tabPanel(\n                         \"Epidemic Curves\",\n                         plotOutput(\"malaria_epicurve\")\n                    ),\n                    tabPanel(\n                         \"Data\",\n                         DT::dataTableOutput(\"raw_data\")\n                    )\n               ),\n               br(),\n               hr(),\n               p(\"Welcome to the malaria facility visualisation app! To use this app, manipulate the widgets on the side to change the epidemic curve according to your preferences! To download a high quality image of the plot you've created, you can also download it with the download button. To see the raw data, use the raw data tab for an interactive form of the table. The data dictionary is as follows:\"),\n               tags$ul(\n                    tags$li(tags$b(\"location_name\"), \" - the facility that the data were collected at\"),\n                    tags$li(tags$b(\"data_date\"), \" - the date the data were collected at\"),\n                    tags$li(tags$b(\"submitted_daate\"), \" - the date the data were submitted at\"),\n                    tags$li(tags$b(\"Province\"), \" - the province the data were collected at (all 'North' for this dataset)\"),\n                    tags$li(tags$b(\"District\"), \" - the district the data were collected at\"),\n                    tags$li(tags$b(\"age_group\"), \" - the age group the data were collected for (0-5, 5-14, 15+, and all ages)\"),\n                    tags$li(tags$b(\"cases_reported\"), \" - the number of cases reported for the facility/age group on the given date\")\n               )\n               \n               \n          )\n     )\n)\n\nNow our app is arranged into tabs! Lets make the necessary edits to the server as well. Since we dont need to manipulate our dataset at all before we render it this is actually very simple - we just render the malaria_data dataset via DT::renderDT() to the ui!\n\nserver &lt;- function(input, output, session) {\n  \n  malaria_plot &lt;- reactive({\n    plot_epicurve(malaria_data, district = input$select_district, agegroup = input$select_agegroup, facility = input$select_facility)\n  })\n  \n  \n  \n  observe({\n    \n    if (input$select_district == \"All\") {\n      new_choices &lt;- facility_list$location_name\n    } else {\n      new_choices &lt;- facility_list %&gt;%\n        filter(District == input$select_district) %&gt;%\n        pull(location_name)\n    }\n    \n    new_choices &lt;- c(\"All\", new_choices)\n    \n    updateSelectInput(session, inputId = \"select_facility\",\n                      choices = new_choices)\n    \n  })\n  \n  \n  output$malaria_epicurve &lt;- renderPlot(\n    malaria_plot()\n  )\n  \n  output$download_epicurve &lt;- downloadHandler(\n    \n    filename = function() {\n      stringr::str_glue(\"malaria_epicurve_{input$select_district}.png\")\n    },\n    \n    content = function(file) {\n      ggsave(file, \n             malaria_plot(),\n             width = 8, height = 5, dpi = 300)\n    }\n    \n  )\n  \n  # render data table to ui\n  output$raw_data &lt;- DT::renderDT(\n    malaria_data\n  )\n  \n  \n}",
+    "text": "43.6 Adding more functionality\nAt this point we’ve finally got a running app, but we have very little functionality. We also haven’t really scratched the surface of what shiny can do, so there’s a lot more to learn about! Lets continue to build our existing app by adding some extra features. Some things that could be nice to add could be:\n\nSome explanatory text.\nA download button for our plot - this would provide the user with a high quality version of the image that they’re generating in the app.\nA selector for specific facilities.\nAnother dashboard page - this could show a table of our data.\n\nThis is a lot to add, but we can use it to learn about a bunch of different shiny featues on the way. There is so much to learn about shiny (it can get very advanced, but its hopefully the case that once users have a better idea of how to use it they can become more comfortable using external learning sources as well).\n\nAdding static text\nLets first discuss adding static text to our shiny app. Adding text to our app is extremely easy, once you have a basic grasp of it. Since static text doesn’t change in the shiny app (If you’d like it to change, you can use text rendering functions in the server!), all of shiny’s static text is generally added in the ui of the app. We wont go through this in great detail, but you can add a number of different elements to your ui (and even custom ones) by interfacing R with HTML and css.\nHTML and css are languages that are explicitly involved in user interface design. We don’t need to understand these too well, but HTML creates objects in UI (like a text box, or a table), and css is generally used to change the style and aesthetics of those objects. Shiny has access to a large array of HTML tags - these are present for objects that behave in a specific way, such as headers, paragraphs of text, line breaks, tables, etc. We can use some of these examples like this:\n\nh1() - this a a header tag, which will make enclosed text automatically larger, and change defaults as they pertain to the font face, colour etc (depending on the overall theme of your app). You can access smaller and smaller sub-heading with h2() down to h6() as well. Usage looks like:\n\nh1(\"my header - section 1\")\n\np() - this is a paragraph tag, which will make enclosed text similar to text in a body of text. This text will automatically wrap, and be of a relatively small size (footers could be smaller for example.) Think of it as the text body of a word document. Usage looks like:\n\np(\"This is a larger body of text where I am explaining the function of my app\")\n\ntags$b() and tags$i() - these are used to create bold tags$b() and italicised tags$i() with whichever text is enclosed!\ntags$ul(), tags$ol() and tags$li() - these are tags used in creating lists. These are all used within the syntax below, and allow the user to create either an ordered list (tags$ol(); i.e. numbered) or unordered list (tags$ul(), i.e. bullet points). tags$li() is used to denote items in the list, regardless of which type of list is used. e.g.:\n\n\ntags$ol(\n  \n  tags$li(\"Item 1\"),\n  \n  tags$li(\"Item 2\"),\n  \n  tags$li(\"Item 3\")\n  \n)\n\n\nbr() and hr() - these tags create linebreaks and horizontal lines (with a linebreak) respectively. Use them to separate out the sections of your app and text! There is no need to pass any items to these tags (parentheses can remain empty).\ndiv() - this is a generic tag that can contain anything, and can be named anything. Once you progress with ui design, you can use these to compartmentalize your ui, give specific sections specific styles, and create interactions between the server and UI elements. We won’t go into these in detail, but they’re worth being aware of!\n\nNote that every one of these objects can be accessed through tags$... or for some, just the function. These are effectively synonymous, but it may help to use the tags$... style if you’d rather be more explicit and not overwrite the functions accidentally. This is also by no means an exhaustive list of tags available. There is a full list of all tags available in shiny here and even more can be used by inserting HTML directly into your ui!\nIf you’re feeling confident, you can also add any css styling elements to your HTML tags with the style argument in any of them. We won’t go into how this works in detail, but one tip for testing aesthetic changes to a UI is using the HTML inspector mode in chrome (of your shiny app you are running in browser), and editing the style of objects yourself!\nLets add some text to our app\n\nui &lt;- fluidPage(\n\n  titlePanel(\"Malaria facility visualisation app\"),\n\n  sidebarLayout(\n\n    sidebarPanel(\n         h4(\"Options\"),\n         # selector for district\n         selectInput(\n              inputId = \"select_district\",\n              label = \"Select district\",\n              choices = c(\n                   \"All\",\n                   \"Spring\",\n                   \"Bolo\",\n                   \"Dingo\",\n                   \"Barnard\"\n              ),\n              selected = \"All\",\n              multiple = TRUE\n         ),\n         # selector for age group\n         selectInput(\n              inputId = \"select_agegroup\",\n              label = \"Select age group\",\n              choices = c(\n                   \"All ages\" = \"malaria_tot\",\n                   \"0-4 yrs\" = \"malaria_rdt_0-4\",\n                   \"5-14 yrs\" = \"malaria_rdt_5-14\",\n                   \"15+ yrs\" = \"malaria_rdt_15\"\n              ), \n              selected = \"All\",\n              multiple = FALSE\n         ),\n    ),\n\n    mainPanel(\n      # epicurve goes here\n      plotOutput(\"malaria_epicurve\"),\n      br(),\n      hr(),\n      p(\"Welcome to the malaria facility visualisation app! To use this app, manipulate the widgets on the side to change the epidemic curve according to your preferences! To download a high quality image of the plot you've created, you can also download it with the download button. To see the raw data, use the raw data tab for an interactive form of the table. The data dictionary is as follows:\"),\n    tags$ul(\n      tags$li(tags$b(\"location_name\"), \" - the facility that the data were collected at\"),\n      tags$li(tags$b(\"data_date\"), \" - the date the data were collected at\"),\n      tags$li(tags$b(\"submitted_daate\"), \" - the date the data were submitted at\"),\n      tags$li(tags$b(\"Province\"), \" - the province the data were collected at (all 'North' for this dataset)\"),\n      tags$li(tags$b(\"District\"), \" - the district the data were collected at\"),\n      tags$li(tags$b(\"age_group\"), \" - the age group the data were collected for (0-5, 5-14, 15+, and all ages)\"),\n      tags$li(tags$b(\"cases_reported\"), \" - the number of cases reported for the facility/age group on the given date\")\n    )\n    \n  )\n)\n)\n\n\n\n\n\n\n\n\n\n\n\n\nAdding a link\nTo add a link to a website, use tags$a() with the link and display text as shown below. To have as a standalone paragraph, put it within p(). To have only a few words of a sentence linked, break the sentence into parts and use tags$a() for the hyperlinked part. To ensure the link opens in a new browser window, add target = \"_blank\" as an argument.\n\ntags$a(href = \"www.epiRhandbook.com\", \"Visit our website!\")\n\n\n\nAdding a download button\nLets move on to the second of the three features. A download button is a fairly common thing to add to an app and is fairly easy to make. We need to add another Widget to our ui, and we need to add another output to our server to attach to it. We can also introduce reactive conductors in this example!\nLets update our ui first - this is easy as shiny comes with a widget called downloadButton() - lets give it an inputId and a label.\n\nui &lt;- fluidPage(\n\n  titlePanel(\"Malaria facility visualisation app\"),\n\n  sidebarLayout(\n\n    sidebarPanel(\n         # selector for district\n         selectInput(\n              inputId = \"select_district\",\n              label = \"Select district\",\n              choices = c(\n                   \"All\",\n                   \"Spring\",\n                   \"Bolo\",\n                   \"Dingo\",\n                   \"Barnard\"\n              ),\n              selected = \"All\",\n              multiple = FALSE\n         ),\n         # selector for age group\n         selectInput(\n              inputId = \"select_agegroup\",\n              label = \"Select age group\",\n              choices = c(\n                   \"All ages\" = \"malaria_tot\",\n                   \"0-4 yrs\" = \"malaria_rdt_0-4\",\n                   \"5-14 yrs\" = \"malaria_rdt_5-14\",\n                   \"15+ yrs\" = \"malaria_rdt_15\"\n              ), \n              selected = \"All\",\n              multiple = FALSE\n         ),\n         # horizontal line\n         hr(),\n         downloadButton(\n           outputId = \"download_epicurve\",\n           label = \"Download plot\"\n         )\n\n    ),\n\n    mainPanel(\n      # epicurve goes here\n      plotOutput(\"malaria_epicurve\"),\n      br(),\n      hr(),\n      p(\"Welcome to the malaria facility visualisation app! To use this app, manipulate the widgets on the side to change the epidemic curve according to your preferences! To download a high quality image of the plot you've created, you can also download it with the download button. To see the raw data, use the raw data tab for an interactive form of the table. The data dictionary is as follows:\"),\n      tags$ul(\n        tags$li(tags$b(\"location_name\"), \" - the facility that the data were collected at\"),\n        tags$li(tags$b(\"data_date\"), \" - the date the data were collected at\"),\n        tags$li(tags$b(\"submitted_daate\"), \" - the date the data were submitted at\"),\n        tags$li(tags$b(\"Province\"), \" - the province the data were collected at (all 'North' for this dataset)\"),\n        tags$li(tags$b(\"District\"), \" - the district the data were collected at\"),\n        tags$li(tags$b(\"age_group\"), \" - the age group the data were collected for (0-5, 5-14, 15+, and all ages)\"),\n        tags$li(tags$b(\"cases_reported\"), \" - the number of cases reported for the facility/age group on the given date\")\n      )\n      \n    )\n    \n  )\n)\n\nNote that we’ve also added in a hr() tag - this adds a horizontal line separating our control widgets from our download widgets. This is another one of the HTML tags that we discussed previously.\nNow that we have our ui ready, we need to add the server component. Downloads are done in the server with the downloadHandler() function. Similar to our plot, we need to attach it to an output that has the same inputId as the download button. This function takes two arguments - filename and content - these are both functions. As you might be able to guess, filename is used to specify the name of the downloaded file, and content is used to specify what should be downloaded. content contain a function that you would use to save data locally - so if you were downloading a csv file you could use rio::export(). Since we’re downloading a plot, we’ll use ggplot2::ggsave(). Lets look at how we would program this (we won’t add it to the server yet).\n\nserver &lt;- function(input, output, session) {\n  \n  output$malaria_epicurve &lt;- renderPlot(\n    plot_epicurve(malaria_data, \n                  district = input$select_district, \n                  agegroup = input$select_agegroup)\n  )\n  \n  output$download_epicurve &lt;- downloadHandler(\n    filename = function() {\n      stringr::str_glue(\"malaria_epicurve_{input$select_district}.png\")\n    },\n    \n    content = function(file) {\n      ggsave(file, \n             plot_epicurve(malaria_data, \n                           district = input$select_district, \n                           agegroup = input$select_agegroup),\n             width = 8, height = 5, dpi = 300)\n    }\n    \n  )\n  \n}\n\nNote that the content function always takes a file argument, which we put where the output file name is specified. You might also notice that we’re repeating code here - we are using our plot_epicurve() function twice in this server, once for the download and once for the image displayed in the app. While this wont massively affect performance, this means that the code to generate this plot will have to be run when the user changes the widgets specifying the district and age group, and again when you want to download the plot. In larger apps, suboptimal decisions like this one will slow things down more and more, so it’s good to learn how to make our app more efficient in this sense. What would make more sense is if we had a way to run the epicurve code when the districts/age groups are changes, and let that be used by the renderPlot() and downloadHandler() functions. This is where reactive conductors come in!\nReactive conductors are objects that are created in the shiny server in a reactive way, but are not outputted - they can just be used by other parts of the server. There are a number of different kinds of reactive conductors, but we’ll go through the basic two.\n1.reactive() - this is the most basic reactive conductor - it will react whenever any inputs used inside of it change (so our district/age group widgets).\n2. eventReactive()- this rective conductor works the same as reactive(), except that the user can specify which inputs cause it to rerun. This is useful if your reactive conductor takes a long time to process, but this will be explained more later.\nLets look at the two examples:\n\nmalaria_plot_r &lt;- reactive({\n  \n  plot_epicurve(malaria_data, \n                district = input$select_district, \n                agegroup = input$select_agegroup)\n  \n})\n\n\n# only runs when the district selector changes!\nmalaria_plot_er &lt;- eventReactive(input$select_district, {\n  \n  plot_epicurve(malaria_data, \n                district = input$select_district, \n                agegroup = input$select_agegroup)\n  \n})\n\nWhen we use the eventReactive() setup, we can specify which inputs cause this chunk of code to run - this isn’t very useful to us at the moment, so we can leave it for now. Note that you can include multiple inputs with c()\nLets look at how we can integrate this into our server code:\n\nserver &lt;- function(input, output, session) {\n  \n  malaria_plot &lt;- reactive({\n    plot_epicurve(malaria_data, \n                  district = input$select_district, \n                  agegroup = input$select_agegroup)\n  })\n  \n  \n  \n  output$malaria_epicurve &lt;- renderPlot(\n    malaria_plot()\n  )\n  \n  output$download_epicurve &lt;- downloadHandler(\n    \n    filename = function() {\n      stringr::str_glue(\"malaria_epicurve_{input$select_district}.png\")\n    },\n    \n    content = function(file) {\n      ggsave(file, \n             malaria_plot(),\n             width = 8, height = 5, dpi = 300)\n    }\n    \n  )\n  \n}\n\nYou can see we’re just calling on the output of our reactive we’ve defined in both our download and plot rendering functions. One thing to note that often trips people up is you have to use the outputs of reactives as if they were functions - so you must add empty brackets at the end of them (i.e. malaria_plot() is correct, and malaria_plot is not). Now that we’ve added this solution our app is a little tidyer, faster, and easier to change since all our code that runs the epicurve function is in one place.\n\n\n\n\n\n\n\n\n\n\n\nAdding a facility selector\nLets move on to our next feature - a selector for specific facilities. We’ll implement another parameter into our function so we can pass this as an argument from our code. Lets look at doing this first - it just operates off the same principles as the other parameters we’ve set up. Lets update and test our function.\n\nplot_epicurve &lt;- function(data, district = \"All\", agegroup = \"malaria_tot\", facility = \"All\") {\n  \n  if (!(\"All\" %in% district)) {\n    data &lt;- data %&gt;%\n      filter(District %in% district)\n    \n    plot_title_district &lt;- stringr::str_glue(\"{paste0(district, collapse = ', ')} districts\")\n    \n  } else {\n    \n    plot_title_district &lt;- \"all districts\"\n    \n  }\n  \n  # if no remaining data, return NULL\n  if (nrow(data) == 0) {\n    \n    return(NULL)\n  }\n  \n  data &lt;- data %&gt;%\n    filter(age_group == agegroup)\n  \n  \n  # if no remaining data, return NULL\n  if (nrow(data) == 0) {\n    \n    return(NULL)\n  }\n  \n  if (agegroup == \"malaria_tot\") {\n      agegroup_title &lt;- \"All ages\"\n  } else {\n    agegroup_title &lt;- stringr::str_glue(\"{str_remove(agegroup, 'malaria_rdt')} years\")\n  }\n  \n    if (!(\"All\" %in% facility)) {\n    data &lt;- data %&gt;%\n      filter(location_name == facility)\n    \n    plot_title_facility &lt;- facility\n    \n  } else {\n    \n    plot_title_facility &lt;- \"all facilities\"\n    \n  }\n  \n  # if no remaining data, return NULL\n  if (nrow(data) == 0) {\n    \n    return(NULL)\n  }\n\n  \n  \n  ggplot(data, \n         mapping = aes(x = data_date, \n                       y = cases_reported)\n         ) +\n    geom_col(width = 1, \n             fill = \"darkred\") +\n    theme_minimal() +\n    labs(\n      x = \"date\",\n      y = \"number of cases\",\n      title = stringr::str_glue(\"Malaria cases - {plot_title_district}; {plot_title_facility}\"),\n      subtitle = agegroup_title\n    )\n  \n  \n  \n}\n\nLet’s test it:\n\nplot_epicurve(malaria_data, \n              district = \"Spring\", \n              agegroup = \"malaria_rdt_0-4\", \n              facility = \"Facility 1\")\n\n\n\n\n\n\n\n\nWith all the facilites in our data, it isn’t very clear which facilities correspond to which districts - and the end user won’t know either. This might make using the app quite unintuitive. For this reason, we should make the facility options in the UI change dynamically as the user changes the district - so one filters the other! Since we have so many variables that we’re using in the options, we might also want to generate some of our options for the ui in our global.R file from the data. For example, we can add this code chunk to global.R after we’ve read our data in:\n\nall_districts &lt;- c(\"All\", unique(malaria_data$District))\n\n# data frame of location names by district\nfacility_list &lt;- malaria_data %&gt;%\n  group_by(location_name, District) %&gt;%\n  summarise() %&gt;% \n  ungroup()\n\nLet’s look at them:\n\nall_districts\n\n[1] \"All\"     \"Spring\"  \"Bolo\"    \"Dingo\"   \"Barnard\"\n\n\n\nfacility_list\n\n# A tibble: 65 × 2\n   location_name District\n   &lt;chr&gt;         &lt;chr&gt;   \n 1 Facility 1    Spring  \n 2 Facility 10   Bolo    \n 3 Facility 11   Spring  \n 4 Facility 12   Dingo   \n 5 Facility 13   Bolo    \n 6 Facility 14   Dingo   \n 7 Facility 15   Barnard \n 8 Facility 16   Barnard \n 9 Facility 17   Barnard \n10 Facility 18   Bolo    \n# ℹ 55 more rows\n\n\nWe can pass these new variables to the ui without any issue, since they are globally visible by both the server and the ui! Lets update our UI:\n\nui &lt;- fluidPage(\n\n  titlePanel(\"Malaria facility visualisation app\"),\n\n  sidebarLayout(\n\n    sidebarPanel(\n         # selector for district\n         selectInput(\n              inputId = \"select_district\",\n              label = \"Select district\",\n              choices = all_districts,\n              selected = \"All\",\n              multiple = FALSE\n         ),\n         # selector for age group\n         selectInput(\n              inputId = \"select_agegroup\",\n              label = \"Select age group\",\n              choices = c(\n                   \"All ages\" = \"malaria_tot\",\n                   \"0-4 yrs\" = \"malaria_rdt_0-4\",\n                   \"5-14 yrs\" = \"malaria_rdt_5-14\",\n                   \"15+ yrs\" = \"malaria_rdt_15\"\n              ), \n              selected = \"All\",\n              multiple = FALSE\n         ),\n         # selector for facility\n         selectInput(\n           inputId = \"select_facility\",\n           label = \"Select Facility\",\n           choices = c(\"All\", facility_list$location_name),\n           selected = \"All\"\n         ),\n         \n         # horizontal line\n         hr(),\n         downloadButton(\n           outputId = \"download_epicurve\",\n           label = \"Download plot\"\n         )\n\n    ),\n\n    mainPanel(\n      # epicurve goes here\n      plotOutput(\"malaria_epicurve\"),\n      br(),\n      hr(),\n      p(\"Welcome to the malaria facility visualisation app! To use this app, manipulate the widgets on the side to change the epidemic curve according to your preferences! To download a high quality image of the plot you've created, you can also download it with the download button. To see the raw data, use the raw data tab for an interactive form of the table. The data dictionary is as follows:\"),\n      tags$ul(\n        tags$li(tags$b(\"location_name\"), \" - the facility that the data were collected at\"),\n        tags$li(tags$b(\"data_date\"), \" - the date the data were collected at\"),\n        tags$li(tags$b(\"submitted_daate\"), \" - the date the data were submitted at\"),\n        tags$li(tags$b(\"Province\"), \" - the province the data were collected at (all 'North' for this dataset)\"),\n        tags$li(tags$b(\"District\"), \" - the district the data were collected at\"),\n        tags$li(tags$b(\"age_group\"), \" - the age group the data were collected for (0-5, 5-14, 15+, and all ages)\"),\n        tags$li(tags$b(\"cases_reported\"), \" - the number of cases reported for the facility/age group on the given date\")\n      )\n      \n    )\n    \n  )\n)\n\nNotice how we’re now passing variables for our choices instead of hard coding them in the ui! This might make our code more compact as well! Lastly, we’ll have to update the server. It will be easy to update our function to incorporate our new input (we just have to pass it as an argument to our new parameter), but we should remember we also want the ui to update dynamically when the user changes the selected district. It is important to understand here that we can change the parameters and behaviour of widgets while the app is running, but this needs to be done in the server. We need to understand a new way to output to the server to learn how to do this.\nThe functions we need to understand how to do this are known as observer functions, and are similar to reactive functions in how they behave. They have one key difference though:\n\nReactive functions do not directly affect outputs, and produce objects that can be seen in other locations in the server.\nObserver functions can affect server outputs, but do so via side effects of other functions. (They can also do other things, but this is their main function in practice).\n\nSimilar to reactive functions, there are two flavours of observer functions, and they are divided by the same logic that divides reactive functions:\n\nobserve() - this function runs whenever any inputs used inside of it change.\nobserveEvent() - this function runs when a user-specified input changes.\n\nWe also need to understand the shiny-provided functions that update widgets. These are fairly straightforward to run - they first take the session object from the server function (this doesn’t need to be understood for now), and then the inputId of the function to be changed. We then pass new versions of all parameters that are already taken by selectInput() - these will be automatically updated in the widget.\nLets look at an isolated example of how we could use this in our server. When the user changes the district, we want to filter our tibble of facilities by district, and update the choices to only reflect those that are available in that district (and an option for all facilities).\n\nobserve({\n  \n  if (input$select_district == \"All\") {\n    new_choices &lt;- facility_list$location_name\n  } else {\n    new_choices &lt;- facility_list %&gt;%\n      filter(District == input$select_district) %&gt;%\n      pull(location_name)\n  }\n  \n  new_choices &lt;- c(\"All\", new_choices)\n  \n  updateSelectInput(session, \n                    inputId = \"select_facility\",\n                    choices = new_choices)\n  \n})\n\nAnd that’s it! we can add it into our server, and that behaviour will now work. Here’s what our new server should look like:\n\nserver &lt;- function(input, output, session) {\n  \n  malaria_plot &lt;- reactive({\n    plot_epicurve(malaria_data, \n                  district = input$select_district, \n                  agegroup = input$select_agegroup, \n                  facility = input$select_facility)\n  })\n  \n  \n  \n  observe({\n    \n    if (input$select_district == \"All\") {\n      new_choices &lt;- facility_list$location_name\n    } else {\n      new_choices &lt;- facility_list %&gt;%\n        filter(District == input$select_district) %&gt;%\n        pull(location_name)\n    }\n    \n    new_choices &lt;- c(\"All\", new_choices)\n    \n    updateSelectInput(session, \n                      inputId = \"select_facility\",\n                      choices = new_choices)\n    \n  })\n  \n  \n  output$malaria_epicurve &lt;- renderPlot(\n    malaria_plot()\n  )\n  \n  output$download_epicurve &lt;- downloadHandler(\n    \n    filename = function() {\n      stringr::str_glue(\"malaria_epicurve_{input$select_district}.png\")\n    },\n    \n    content = function(file) {\n      ggsave(file, \n             malaria_plot(),\n             width = 8, height = 5, dpi = 300)\n    }\n    \n  )\n  \n  \n  \n}\n\n\n\n\n\n\n\n\n\n\n\n\nAdding another tab with a table\nNow we’ll move on to the last component we want to add to our app. We’ll want to separate our ui into two tabs, one of which will have an interactive table where the user can see the data they are making the epidemic curve with. To do this, we can use the packaged ui elements that come with shiny relevant to tabs. On a basic level, we can enclose most of our main panel in this general structure:\n\n# ... the rest of ui\n\nmainPanel(\n  \n  tabsetPanel(\n    type = \"tabs\",\n    tabPanel(\n      \"Epidemic Curves\",\n      ...\n    ),\n    tabPanel(\n      \"Data\",\n      ...\n    )\n  )\n)\n\nLets apply this to our ui. We also will want to use the DT package here - this is a great package for making interactive tables from pre-existing data. We can see it being used for DT::datatableOutput() in this example.\n\nui &lt;- fluidPage(\n     \n     titlePanel(\"Malaria facility visualisation app\"),\n     \n     sidebarLayout(\n          \n          sidebarPanel(\n               # selector for district\n               selectInput(\n                    inputId = \"select_district\",\n                    label = \"Select district\",\n                    choices = all_districts,\n                    selected = \"All\",\n                    multiple = FALSE\n               ),\n               # selector for age group\n               selectInput(\n                    inputId = \"select_agegroup\",\n                    label = \"Select age group\",\n                    choices = c(\n                         \"All ages\" = \"malaria_tot\",\n                         \"0-4 yrs\" = \"malaria_rdt_0-4\",\n                         \"5-14 yrs\" = \"malaria_rdt_5-14\",\n                         \"15+ yrs\" = \"malaria_rdt_15\"\n                    ), \n                    selected = \"All\",\n                    multiple = FALSE\n               ),\n               # selector for facility\n               selectInput(\n                    inputId = \"select_facility\",\n                    label = \"Select Facility\",\n                    choices = c(\"All\", facility_list$location_name),\n                    selected = \"All\"\n               ),\n               \n               # horizontal line\n               hr(),\n               downloadButton(\n                    outputId = \"download_epicurve\",\n                    label = \"Download plot\"\n               )\n               \n          ),\n          \n          mainPanel(\n               tabsetPanel(\n                    type = \"tabs\",\n                    tabPanel(\n                         \"Epidemic Curves\",\n                         plotOutput(\"malaria_epicurve\")\n                    ),\n                    tabPanel(\n                         \"Data\",\n                         DT::dataTableOutput(\"raw_data\")\n                    )\n               ),\n               br(),\n               hr(),\n               p(\"Welcome to the malaria facility visualisation app! To use this app, manipulate the widgets on the side to change the epidemic curve according to your preferences! To download a high quality image of the plot you've created, you can also download it with the download button. To see the raw data, use the raw data tab for an interactive form of the table. The data dictionary is as follows:\"),\n               tags$ul(\n                    tags$li(tags$b(\"location_name\"), \" - the facility that the data were collected at\"),\n                    tags$li(tags$b(\"data_date\"), \" - the date the data were collected at\"),\n                    tags$li(tags$b(\"submitted_daate\"), \" - the date the data were submitted at\"),\n                    tags$li(tags$b(\"Province\"), \" - the province the data were collected at (all 'North' for this dataset)\"),\n                    tags$li(tags$b(\"District\"), \" - the district the data were collected at\"),\n                    tags$li(tags$b(\"age_group\"), \" - the age group the data were collected for (0-5, 5-14, 15+, and all ages)\"),\n                    tags$li(tags$b(\"cases_reported\"), \" - the number of cases reported for the facility/age group on the given date\")\n               )\n               \n               \n          )\n     )\n)\n\nNow our app is arranged into tabs! Lets make the necessary edits to the server as well. Since we dont need to manipulate our dataset at all before we render it this is actually very simple - we just render the malaria_data dataset via DT::renderDT() to the ui!\n\nserver &lt;- function(input, output, session) {\n  \n  malaria_plot &lt;- reactive({\n    plot_epicurve(malaria_data, district = input$select_district, agegroup = input$select_agegroup, facility = input$select_facility)\n  })\n  \n  \n  \n  observe({\n    \n    if (input$select_district == \"All\") {\n      new_choices &lt;- facility_list$location_name\n    } else {\n      new_choices &lt;- facility_list %&gt;%\n        filter(District == input$select_district) %&gt;%\n        pull(location_name)\n    }\n    \n    new_choices &lt;- c(\"All\", new_choices)\n    \n    updateSelectInput(session, inputId = \"select_facility\",\n                      choices = new_choices)\n    \n  })\n  \n  \n  output$malaria_epicurve &lt;- renderPlot(\n    malaria_plot()\n  )\n  \n  output$download_epicurve &lt;- downloadHandler(\n    \n    filename = function() {\n      stringr::str_glue(\"malaria_epicurve_{input$select_district}.png\")\n    },\n    \n    content = function(file) {\n      ggsave(file, \n             malaria_plot(),\n             width = 8, height = 5, dpi = 300)\n    }\n    \n  )\n  \n  # render data table to ui\n  output$raw_data &lt;- DT::renderDT(\n    malaria_data\n  )\n  \n  \n}",
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@@ -3915,7 +3915,7 @@
     "href": "new_pages/shiny_basics.html#sharing-shiny-apps",
     "title": "43  Dashboards with Shiny",
     "section": "43.7 Sharing shiny apps",
-    "text": "43.7 Sharing shiny apps\nNow that you’ve developed your app, you probably want to share it with others - this is the main advantage of shiny after all! We can do this by sharing the code directly, or we could publish on a server. If we share the code, others will be able to see what you’ve done and build on it, but this will negate one of the main advantages of shiny - it can eliminate the need for end-users to maintain an R installation. For this reason, if you’re sharing your app with users who are not comfortable with R, it is much easier to share an app that has been published on a server.\nIf you’d rather share the code, you could make a .zip file of the app, or better yet, publish your app on github and add collaborators. You can refer to the section on github for further information here.\nHowever, if we’re publishing the app online, we need to do a little more work. Ultimately, we want your app to be able to be accessed via a web URL so others can get quick and easy access to it. Unfortunately, to publish you app on a server, you need to have access to a server to publish it on! There are a number of hosting options when it comes to this:\n\nshinyapps.io: this is the easiest place to publish shiny apps, as it has the smallest amount of configuration work needed, and has some free, but limited licenses.\nRStudio Connect: this is a far more powerful version of an R server, that can perform many operations, including publishing shiny apps. It is however, harder to use, and less recommended for first-time users.\n\nFor the purposes of this document, we will use shinyapps.io, since it is easier for first time users. You can make a free account here to start - there are also different price plans for server licesnses if needed. The more users you expect to have, the more expensive your price plan may have to be, so keep this under consideration. If you’re looking to create something for a small set of individuals to use, a free license may be perfectly suitable, but a public facing app may need more licenses.\nFirst we should make sure our app is suitable for publishing on a server. In your app, you should restart your R session, and ensure that it runs without running any extra code. This is important, as an app that requires package loading, or data reading not defined in your app code won’t run on a server. Also note that you can’t have any explicit file paths in your app - these will be invalid in the server setting - using the here package solves this issue very well. Finally, if you’re reading data from a source that requires user-authentication, such as your organisation’s servers, this will not generally work on a server. You will need to liase with your IT department to figure out how to whitelist the shiny server here.\nsigning up for account\nOnce you have your account, you can navigate to the tokens page under Accounts. Here you will want to add a new token - this will be used to deploy your app.\nFrom here, you should note that the url of your account will reflect the name of your app - so if your app is called my_app, the url will be appended as xxx.io/my_app/. Choose your app name wisely! Now that you are all ready, click deploy - if successful this will run your app on the web url you chose!\nsomething on making apps in documents?",
+    "text": "43.7 Sharing shiny apps\nNow that you’ve developed your app, you probably want to share it with others - this is the main advantage of shiny after all! We can do this by sharing the code directly, or we could publish on a server. If we share the code, others will be able to see what you’ve done and build on it, but this will negate one of the main advantages of shiny - it can eliminate the need for end-users to maintain an R installation. For this reason, if you’re sharing your app with users who are not comfortable with R, it is much easier to share an app that has been published on a server.\nIf you’d rather share the code, you could make a .zip file of the app, or better yet, publish your app on github and add collaborators. You can refer to the section on github for further information here.\nHowever, if we’re publishing the app online, we need to do a little more work. Ultimately, we want your app to be able to be accessed via a web URL so others can get quick and easy access to it. Unfortunately, to publish you app on a server, you need to have access to a server to publish it on! There are a number of hosting options when it comes to this:\n\nshinyapps.io: this is the easiest place to publish shiny apps, as it has the smallest amount of configuration work needed, and has some free, but limited licenses.\nRStudio Connect: this is a far more powerful version of an R server, that can perform many operations, including publishing shiny apps. It is however, harder to use, and less recommended for first-time users.\n\nFor the purposes of this document, we will use shinyapps.io, since it is easier for first time users. You can make a free account here to start - there are also different price plans for server licesnses if needed. The more users you expect to have, the more expensive your price plan may have to be, so keep this under consideration. If you’re looking to create something for a small set of individuals to use, a free license may be perfectly suitable, but a public facing app may need more licenses.\nFirst we should make sure our app is suitable for publishing on a server. In your app, you should restart your R session, and ensure that it runs without running any extra code. This is important, as an app that requires package loading, or data reading not defined in your app code won’t run on a server. Also note that you can’t have any explicit file paths in your app - these will be invalid in the server setting - using the here package solves this issue very well. Finally, if you’re reading data from a source that requires user-authentication, such as your organisation’s servers, this will not generally work on a server. You will need to liase with your IT department to figure out how to whitelist the shiny server here.\nOnce you have your account, you can navigate to the tokens page under Accounts. Here you will want to add a new token - this will be used to deploy your app.\nFrom here, you should note that the url of your account will reflect the name of your app - so if your app is called my_app, the url will be appended as xxx.io/my_app/. Choose your app name wisely! Now that you are all ready, click deploy - if successful this will run your app on the web url you chose!",
     "crumbs": [
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@@ -3936,8 +3936,8 @@
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     "href": "new_pages/shiny_basics.html#recommended-extension-packages",
     "title": "43  Dashboards with Shiny",
-    "section": "43.9 Recommended extension packages",
-    "text": "43.9 Recommended extension packages\nThe following represents a selection of high quality shiny extensions that can help you get a lot more out of shiny. In no particular order:\n\nshinyWidgets - this package gives you many many more widgets that can be used in your app. Run shinyWidgets::shinyWidgetsGallery() to see a selection of available widgets with this package. See examples here\nshinyjs - this is an excellent package that gives the user the ability to greatly extend shiny’s utility via a series of javascript. The applications of this package range from very simple to highly advanced, but you might want to first use it to manipulate the ui in simple ways, like hiding/showing elements, or enabling/disabling buttons. Find out more here\nshinydashboard - this package massively expands the available ui that can be used in shiny, specifically letting the user create a complex dashboard with a variety of complex layouts. See more here\nshinydashboardPlus - get even more features out of the shinydashboard framework! See more here\nshinythemes - change the default css theme for your shiny app with a wide range of preset templates! See more here\n\nThere are also a number of packages that can be used to create interactive outputs that are shiny compatible.\n\nDT is semi-incorporated into base-shiny, but provides a great set of functions to create interactive tables.\nplotly is a package for creating interactive plots that the user can manipulate in app. You can also convert your plot to interactive versions via plotly::ggplotly()! As alternatives, dygraphs and highcharter are also excellent.",
+    "section": "43.8 Recommended extension packages",
+    "text": "43.8 Recommended extension packages\nThe following represents a selection of high quality shiny extensions that can help you get a lot more out of shiny. In no particular order:\n\nshinyWidgets - this package gives you many many more widgets that can be used in your app. Run shinyWidgets::shinyWidgetsGallery() to see a selection of available widgets with this package. See examples here\nshinyjs - this is an excellent package that gives the user the ability to greatly extend shiny’s utility via a series of javascript. The applications of this package range from very simple to highly advanced, but you might want to first use it to manipulate the ui in simple ways, like hiding/showing elements, or enabling/disabling buttons. Find out more here\nshinydashboard - this package massively expands the available ui that can be used in shiny, specifically letting the user create a complex dashboard with a variety of complex layouts. See more here\nshinydashboardPlus - get even more features out of the shinydashboard framework! See more here\nshinythemes - change the default css theme for your shiny app with a wide range of preset templates! See more here\n\nThere are also a number of packages that can be used to create interactive outputs that are shiny compatible.\n\nDT is semi-incorporated into base-shiny, but provides a great set of functions to create interactive tables.\nplotly is a package for creating interactive plots that the user can manipulate in app. You can also convert your plot to interactive versions via plotly::ggplotly()! As alternatives, dygraphs and highcharter are also excellent.",
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     "title": "43  Dashboards with Shiny",
-    "section": "43.10 Recommended resources",
-    "text": "43.10 Recommended resources",
+    "section": "43.9 Recommended resources",
+    "text": "43.9 Recommended resources\nSo far, we’ve covered a lot of aspects of shiny, and have barely scratched the surface of what is on offer for shiny. While this guide serves as an introduction, there is loads more to learn to fully understand shiny. You should start making apps and gradually add more and more functionality.\nWelcome to Shiny (Tutorial) Introducing Shiny (Tutorial) A Gentle Introduction to Shiny (Bookdown chapter)",
     "crumbs": [
       "Reports and dashboards",
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diff --git a/new_pages/quarto_files/libs/bootstrap/bootstrap-icons.css b/new_pages/quarto_files/libs/bootstrap/bootstrap-icons.css
new file mode 100644
index 00000000..285e4448
--- /dev/null
+++ b/new_pages/quarto_files/libs/bootstrap/bootstrap-icons.css
@@ -0,0 +1,2078 @@
+/*!
+ * Bootstrap Icons v1.11.1 (https://icons.getbootstrap.com/)
+ * Copyright 2019-2023 The Bootstrap Authors
+ * Licensed under MIT (https://github.com/twbs/icons/blob/main/LICENSE)
+ */
+
+@font-face {
+  font-display: block;
+  font-family: "bootstrap-icons";
+  src: 
+url("./bootstrap-icons.woff?2820a3852bdb9a5832199cc61cec4e65") format("woff");
+}
+
+.bi::before,
+[class^="bi-"]::before,
+[class*=" bi-"]::before {
+  display: inline-block;
+  font-family: bootstrap-icons !important;
+  font-style: normal;
+  font-weight: normal !important;
+  font-variant: normal;
+  text-transform: none;
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+.bi-person-arms-up::before { content: "\f8f6"; }
+.bi-person-raised-hand::before { content: "\f8f7"; }
+.bi-person-standing-dress::before { content: "\f8f8"; }
+.bi-person-standing::before { content: "\f8f9"; }
+.bi-person-walking::before { content: "\f8fa"; }
+.bi-person-wheelchair::before { content: "\f8fb"; }
+.bi-shadows::before { content: "\f8fc"; }
+.bi-suitcase-fill::before { content: "\f8fd"; }
+.bi-suitcase-lg-fill::before { content: "\f8fe"; }
+.bi-suitcase-lg::before { content: "\f8ff"; }
+.bi-suitcase::before { content: "\f900"; }
+.bi-suitcase2-fill::before { content: "\f901"; }
+.bi-suitcase2::before { content: "\f902"; }
+.bi-vignette::before { content: "\f903"; }
diff --git a/new_pages/quarto_files/libs/bootstrap/bootstrap-icons.woff b/new_pages/quarto_files/libs/bootstrap/bootstrap-icons.woff
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@@ -0,0 +1,12 @@
+﻿/*!
+ * Bootstrap  v5.3.1 (https://getbootstrap.com/)
+ * Copyright 2011-2023 The Bootstrap Authors
+ * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+ */:root,[data-bs-theme=light]{--bs-blue: #0d6efd;--bs-indigo: #6610f2;--bs-purple: #6f42c1;--bs-pink: #d63384;--bs-red: #dc3545;--bs-orange: #fd7e14;--bs-yellow: #ffc107;--bs-green: #198754;--bs-teal: #20c997;--bs-cyan: #0dcaf0;--bs-black: #000;--bs-white: #ffffff;--bs-gray: #6c757d;--bs-gray-dark: #343a40;--bs-gray-100: #f8f9fa;--bs-gray-200: #e9ecef;--bs-gray-300: #dee2e6;--bs-gray-400: #ced4da;--bs-gray-500: #adb5bd;--bs-gray-600: #6c757d;--bs-gray-700: #495057;--bs-gray-800: #343a40;--bs-gray-900: #212529;--bs-default: #dee2e6;--bs-primary: #0d6efd;--bs-secondary: #6c757d;--bs-success: #198754;--bs-info: #0dcaf0;--bs-warning: #ffc107;--bs-danger: #dc3545;--bs-light: #f8f9fa;--bs-dark: #212529;--bs-default-rgb: 222, 226, 230;--bs-primary-rgb: 13, 110, 253;--bs-secondary-rgb: 108, 117, 125;--bs-success-rgb: 25, 135, 84;--bs-info-rgb: 13, 202, 240;--bs-warning-rgb: 255, 193, 7;--bs-danger-rgb: 220, 53, 69;--bs-light-rgb: 248, 249, 250;--bs-dark-rgb: 33, 37, 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var(--bs-accordion-border-color)}.accordion-item:first-of-type{border-top-left-radius:var(--bs-accordion-border-radius);border-top-right-radius:var(--bs-accordion-border-radius)}.accordion-item:first-of-type .accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type .accordion-button.collapsed{border-bottom-right-radius:var(--bs-accordion-inner-border-radius);border-bottom-left-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:last-of-type .accordion-collapse{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0;border-radius:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: rgba(33, 37, 41, 0.75);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: rgba(33, 37, 41, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, ">") /* rtl: var(--bs-breadcrumb-divider, ">") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: 0.75rem;--bs-pagination-padding-y: 0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: #0d6efd;--bs-pagination-bg: #ffffff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: #dee2e6;--bs-pagination-border-radius: 0.375rem;--bs-pagination-hover-color: #0a58ca;--bs-pagination-hover-bg: #f8f9fa;--bs-pagination-hover-border-color: #dee2e6;--bs-pagination-focus-color: #0a58ca;--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color: #ffffff;--bs-pagination-active-bg: #0d6efd;--bs-pagination-active-border-color: #0d6efd;--bs-pagination-disabled-color: rgba(33, 37, 41, 0.75);--bs-pagination-disabled-bg: #e9ecef;--bs-pagination-disabled-border-color: #dee2e6;display:flex;display:-webkit-flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(1px*-1)}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: 0.5rem}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.25rem}.badge{--bs-badge-padding-x: 0.65em;--bs-badge-padding-y: 0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight: 700;--bs-badge-color: #ffffff;--bs-badge-border-radius: 0.375rem;display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: 1px solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.375rem;--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height: 1rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: #e9ecef;--bs-progress-border-radius: 0.375rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #ffffff;--bs-progress-bar-bg: #0d6efd;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media(prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media(prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: #212529;--bs-list-group-bg: #ffffff;--bs-list-group-border-color: #dee2e6;--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.375rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: rgba(33, 37, 41, 0.75);--bs-list-group-action-hover-color: #000;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #212529;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: rgba(33, 37, 41, 0.75);--bs-list-group-disabled-bg: #ffffff;--bs-list-group-active-color: #ffffff;--bs-list-group-active-bg: #0d6efd;--bs-list-group-active-border-color: #0d6efd;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0;border-radius:var(--bs-list-group-border-radius)}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color)}.list-group-item:first-child{border-top-left-radius:inherit;border-top-right-radius:inherit}.list-group-item:last-child{border-bottom-right-radius:inherit;border-bottom-left-radius:inherit}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1*var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media(min-width: 576px){.list-group-horizontal-sm{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 768px){.list-group-horizontal-md{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 992px){.list-group-horizontal-lg{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1200px){.list-group-horizontal-xl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1400px){.list-group-horizontal-xxl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xxl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xxl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.list-group-item-primary{--bs-list-group-color: var(--bs-primary-text-emphasis);--bs-list-group-bg: var(--bs-primary-bg-subtle);--bs-list-group-border-color: var(--bs-primary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity: 0.5;--bs-btn-close-hover-opacity: 0.75;--bs-btn-close-focus-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-btn-close-focus-opacity: 1;--bs-btn-close-disabled-opacity: 0.25;--bs-btn-close-white-filter: invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:rgba(0,0,0,0) var(--bs-btn-close-bg) center/1em auto 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0.375rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-toast-header-color: rgba(33, 37, 41, 0.75);--bs-toast-header-bg: rgba(255, 255, 255, 0.85);--bs-toast-header-border-color: rgba(0, 0, 0, 0.175);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow);border-radius:var(--bs-toast-border-radius)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex: 1090;position:absolute;z-index:var(--bs-toast-zindex);width:max-content;width:-webkit-max-content;width:-moz-max-content;width:-ms-max-content;width:-o-max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color);border-top-left-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));border-top-right-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width))}.toast-header .btn-close{margin-right:calc(-0.5*var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.modal{--bs-modal-zindex: 1055;--bs-modal-width: 500px;--bs-modal-padding: 1rem;--bs-modal-margin: 0.5rem;--bs-modal-color: ;--bs-modal-bg: #ffffff;--bs-modal-border-color: rgba(0, 0, 0, 0.175);--bs-modal-border-width: 1px;--bs-modal-border-radius: 0.5rem;--bs-modal-box-shadow: 0 0.125rem 0.25rem rgba(0, 0, 0, 0.075);--bs-modal-inner-border-radius: calc(0.5rem - 1px);--bs-modal-header-padding-x: 1rem;--bs-modal-header-padding-y: 1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: #dee2e6;--bs-modal-header-border-width: 1px;--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: 0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: #dee2e6;--bs-modal-footer-border-width: 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var(--bs-modal-margin)*2)}.modal-content{position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;width:100%;color:var(--bs-modal-color);pointer-events:auto;background-color:var(--bs-modal-bg);background-clip:padding-box;border:var(--bs-modal-border-width) solid var(--bs-modal-border-color);border-radius:var(--bs-modal-border-radius);outline:0}.modal-backdrop{--bs-backdrop-zindex: 1050;--bs-backdrop-bg: #000;--bs-backdrop-opacity: 0.5;position:fixed;top:0;left:0;z-index:var(--bs-backdrop-zindex);width:100vw;height:100vh;background-color:var(--bs-backdrop-bg)}.modal-backdrop.fade{opacity:0}.modal-backdrop.show{opacity:var(--bs-backdrop-opacity)}.modal-header{display:flex;display:-webkit-flex;flex-shrink:0;-webkit-flex-shrink:0;align-items:center;-webkit-align-items:center;justify-content:space-between;-webkit-justify-content:space-between;padding:var(--bs-modal-header-padding);border-bottom:var(--bs-modal-header-border-width) solid 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.modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-sm-down .modal-header,.modal-fullscreen-sm-down .modal-footer{border-radius:0}.modal-fullscreen-sm-down .modal-body{overflow-y:auto}}@media(max-width: 767.98px){.modal-fullscreen-md-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-md-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-md-down .modal-header,.modal-fullscreen-md-down .modal-footer{border-radius:0}.modal-fullscreen-md-down .modal-body{overflow-y:auto}}@media(max-width: 991.98px){.modal-fullscreen-lg-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-lg-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-lg-down .modal-header,.modal-fullscreen-lg-down .modal-footer{border-radius:0}.modal-fullscreen-lg-down .modal-body{overflow-y:auto}}@media(max-width: 1199.98px){.modal-fullscreen-xl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xl-down 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new file mode 100644
index 00000000..e8f21f70
--- /dev/null
+++ b/new_pages/quarto_files/libs/bootstrap/bootstrap.min.js
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+  */
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J,Z="x"===y?zt:Vt,tt="x"===y?Rt:qt,et=A[w],it="y"===w?"height":"width",nt=et+g[Z],st=et-g[tt],ot=-1!==[zt,Vt].indexOf(_),rt=null!=(J=null==x?void 0:x[w])?J:0,at=ot?nt:et-E[it]-T[it]-rt+O.altAxis,lt=ot?et+E[it]+T[it]-rt-O.altAxis:st,ct=f&&ot?function(t,e,i){var n=Ne(t,e,i);return n>i?i:n}(at,et,lt):Ne(f?at:nt,et,f?lt:st);A[w]=ct,k[w]=ct-et}e.modifiersData[n]=k}},requiresIfExists:["offset"]};function di(t,e,i){void 0===i&&(i=!1);var n,s,o=me(e),r=me(e)&&function(t){var e=t.getBoundingClientRect(),i=we(e.width)/t.offsetWidth||1,n=we(e.height)/t.offsetHeight||1;return 1!==i||1!==n}(e),a=Le(e),l=Te(t,r,i),c={scrollLeft:0,scrollTop:0},h={x:0,y:0};return(o||!o&&!i)&&(("body"!==ue(e)||Ue(a))&&(c=(n=e)!==fe(n)&&me(n)?{scrollLeft:(s=n).scrollLeft,scrollTop:s.scrollTop}:Xe(n)),me(e)?((h=Te(e,!0)).x+=e.clientLeft,h.y+=e.clientTop):a&&(h.x=Ye(a))),{x:l.left+c.scrollLeft-h.x,y:l.top+c.scrollTop-h.y,width:l.width,height:l.height}}function ui(t){var e=new Map,i=new Set,n=[];function s(t){i.add(t.name),[].concat(t.requires||[],t.requiresIfExists||[]).forEach((function(t){if(!i.has(t)){var n=e.get(t);n&&s(n)}})),n.push(t)}return t.forEach((function(t){e.set(t.name,t)})),t.forEach((function(t){i.has(t.name)||s(t)})),n}var fi={placement:"bottom",modifiers:[],strategy:"absolute"};function pi(){for(var t=arguments.length,e=new Array(t),i=0;i<t;i++)e[i]=arguments[i];return!e.some((function(t){return!(t&&"function"==typeof t.getBoundingClientRect)}))}function mi(t){void 0===t&&(t={});var e=t,i=e.defaultModifiers,n=void 0===i?[]:i,s=e.defaultOptions,o=void 0===s?fi:s;return function(t,e,i){void 0===i&&(i=o);var s,r,a={placement:"bottom",orderedModifiers:[],options:Object.assign({},fi,o),modifiersData:{},elements:{reference:t,popper:e},attributes:{},styles:{}},l=[],c=!1,h={state:a,setOptions:function(i){var s="function"==typeof 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t=a.elements,e=t.reference,i=t.popper;if(pi(e,i)){a.rects={reference:di(e,$e(i),"fixed"===a.options.strategy),popper:Ce(i)},a.reset=!1,a.placement=a.options.placement,a.orderedModifiers.forEach((function(t){return a.modifiersData[t.name]=Object.assign({},t.data)}));for(var n=0;n<a.orderedModifiers.length;n++)if(!0!==a.reset){var s=a.orderedModifiers[n],o=s.fn,r=s.options,l=void 0===r?{}:r,d=s.name;"function"==typeof o&&(a=o({state:a,options:l,name:d,instance:h})||a)}else a.reset=!1,n=-1}}},update:(s=function(){return new Promise((function(t){h.forceUpdate(),t(a)}))},function(){return r||(r=new Promise((function(t){Promise.resolve().then((function(){r=void 0,t(s())}))}))),r}),destroy:function(){d(),c=!0}};if(!pi(t,e))return h;function d(){l.forEach((function(t){return t()})),l=[]}return h.setOptions(i).then((function(t){!c&&i.onFirstUpdate&&i.onFirstUpdate(t)})),h}}var gi=mi(),_i=mi({defaultModifiers:[Re,ci,Be,_e]}),bi=mi({defaultModifiers:[Re,ci,Be,_e,li,si,hi,je,ai]});const vi=Object.freeze(Object.defineProperty({__proto__:null,afterMain:ae,afterRead:se,afterWrite:he,applyStyles:_e,arrow:je,auto:Kt,basePlacements:Qt,beforeMain:oe,beforeRead:ie,beforeWrite:le,bottom:Rt,clippingParents:Ut,computeStyles:Be,createPopper:bi,createPopperBase:gi,createPopperLite:_i,detectOverflow:ii,end:Yt,eventListeners:Re,flip:si,hide:ai,left:Vt,main:re,modifierPhases:de,offset:li,placements:ee,popper:Jt,popperGenerator:mi,popperOffsets:ci,preventOverflow:hi,read:ne,reference:Zt,right:qt,start:Xt,top:zt,variationPlacements:te,viewport:Gt,write:ce},Symbol.toStringTag,{value:"Module"})),yi="dropdown",wi=".bs.dropdown",Ai=".data-api",Ei="ArrowUp",Ti="ArrowDown",Ci=`hide${wi}`,Oi=`hidden${wi}`,xi=`show${wi}`,ki=`shown${wi}`,Li=`click${wi}${Ai}`,Si=`keydown${wi}${Ai}`,Di=`keyup${wi}${Ai}`,$i="show",Ii='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Ni=`${Ii}.${$i}`,Pi=".dropdown-menu",Mi=p()?"top-end":"top-start",ji=p()?"top-start":"top-end",Fi=p()?"bottom-end":"bottom-start",Hi=p()?"bottom-start":"bottom-end",Wi=p()?"left-start":"right-start",Bi=p()?"right-start":"left-start",zi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Ri={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class qi extends W{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=z.next(this._element,Pi)[0]||z.prev(this._element,Pi)[0]||z.findOne(Pi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return zi}static get DefaultType(){return Ri}static get NAME(){return yi}toggle(){return this._isShown()?this.hide():this.show()}show(){if(l(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!N.trigger(this._element,xi,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add($i),this._element.classList.add($i),N.trigger(this._element,ki,t)}}hide(){if(l(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!N.trigger(this._element,Ci,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._popper&&this._popper.destroy(),this._menu.classList.remove($i),this._element.classList.remove($i),this._element.setAttribute("aria-expanded","false"),F.removeDataAttribute(this._menu,"popper"),N.trigger(this._element,Oi,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!o(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${yi.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===vi)throw new TypeError("Bootstrap's dropdowns require Popper 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t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(F.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...g(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=z.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>a(t)));i.length&&b(i,e,t===Ti,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=qi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=z.find(Ni);for(const i of e){const e=qi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ei,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ii)?this:z.prev(this,Ii)[0]||z.next(this,Ii)[0]||z.findOne(Ii,t.delegateTarget.parentNode),o=qi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}N.on(document,Si,Ii,qi.dataApiKeydownHandler),N.on(document,Si,Pi,qi.dataApiKeydownHandler),N.on(document,Li,qi.clearMenus),N.on(document,Di,qi.clearMenus),N.on(document,Li,Ii,(function(t){t.preventDefault(),qi.getOrCreateInstance(this).toggle()})),m(qi);const Vi="backdrop",Ki="show",Qi=`mousedown.bs.${Vi}`,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Yi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Ui extends H{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return Vi}show(t){if(!this._config.isVisible)return void g(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(Ki),this._emulateAnimation((()=>{g(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),g(t)}))):g(t)}dispose(){this._isAppended&&(N.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),N.on(t,Qi,(()=>{g(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const Gi=".bs.focustrap",Ji=`focusin${Gi}`,Zi=`keydown.tab${Gi}`,tn="backward",en={autofocus:!0,trapElement:null},nn={autofocus:"boolean",trapElement:"element"};class sn extends H{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return en}static get DefaultType(){return nn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),N.off(document,Gi),N.on(document,Ji,(t=>this._handleFocusin(t))),N.on(document,Zi,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,N.off(document,Gi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=z.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===tn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?tn:"forward")}}const on=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",rn=".sticky-top",an="padding-right",ln="margin-right";class cn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,an,(e=>e+t)),this._setElementAttributes(on,an,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,an),this._resetElementAttributes(on,an),this._resetElementAttributes(rn,ln)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=F.getDataAttribute(t,e);null!==i?(F.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of z.find(t,this._element))e(i)}}const hn=".bs.modal",dn=`hide${hn}`,un=`hidePrevented${hn}`,fn=`hidden${hn}`,pn=`show${hn}`,mn=`shown${hn}`,gn=`resize${hn}`,_n=`click.dismiss${hn}`,bn=`mousedown.dismiss${hn}`,vn=`keydown.dismiss${hn}`,yn=`click${hn}.data-api`,wn="modal-open",An="show",En="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},Cn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class On extends W{constructor(t,e){super(t,e),this._dialog=z.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new cn,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return Cn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||N.trigger(this._element,pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(wn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(N.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){N.off(window,hn),N.off(this._dialog,hn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Ui({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=z.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,N.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){N.on(this._element,vn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),N.on(window,gn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),N.on(this._element,bn,(t=>{N.one(this._element,_n,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(wn),this._resetAdjustments(),this._scrollBar.reset(),N.trigger(this._element,fn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(N.trigger(this._element,un).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(En)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(En),this._queueCallback((()=>{this._element.classList.remove(En),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=On.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}N.on(document,yn,'[data-bs-toggle="modal"]',(function(t){const e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),N.one(e,pn,(t=>{t.defaultPrevented||N.one(e,fn,(()=>{a(this)&&this.focus()}))}));const i=z.findOne(".modal.show");i&&On.getInstance(i).hide(),On.getOrCreateInstance(e).toggle(this)})),R(On),m(On);const xn=".bs.offcanvas",kn=".data-api",Ln=`load${xn}${kn}`,Sn="show",Dn="showing",$n="hiding",In=".offcanvas.show",Nn=`show${xn}`,Pn=`shown${xn}`,Mn=`hide${xn}`,jn=`hidePrevented${xn}`,Fn=`hidden${xn}`,Hn=`resize${xn}`,Wn=`click${xn}${kn}`,Bn=`keydown.dismiss${xn}`,zn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class qn extends W{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return zn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||N.trigger(this._element,Nn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new cn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Dn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Sn),this._element.classList.remove(Dn),N.trigger(this._element,Pn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(N.trigger(this._element,Mn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add($n),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Sn,$n),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new cn).reset(),N.trigger(this._element,Fn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Ui({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():N.trigger(this._element,jn)}:null})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_addEventListeners(){N.on(this._element,Bn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():N.trigger(this._element,jn))}))}static jQueryInterface(t){return this.each((function(){const e=qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}N.on(document,Wn,'[data-bs-toggle="offcanvas"]',(function(t){const e=z.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;N.one(e,Fn,(()=>{a(this)&&this.focus()}));const i=z.findOne(In);i&&i!==e&&qn.getInstance(i).hide(),qn.getOrCreateInstance(e).toggle(this)})),N.on(window,Ln,(()=>{for(const t of z.find(In))qn.getOrCreateInstance(t).show()})),N.on(window,Hn,(()=>{for(const t of z.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&qn.getOrCreateInstance(t).hide()})),R(qn),m(qn);const Vn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Yn={allowList:Vn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"<div></div>"},Un={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Gn={entry:"(string|element|function|null)",selector:"(string|element)"};class Jn extends H{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Yn}static get DefaultType(){return Un}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Gn)}_setContent(t,e,i){const n=z.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?o(e)?this._putElementInTemplate(r(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Xn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return g(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const Zn=new Set(["sanitize","allowList","sanitizeFn"]),ts="fade",es="show",is=".modal",ns="hide.bs.modal",ss="hover",os="focus",rs={AUTO:"auto",TOP:"top",RIGHT:p()?"left":"right",BOTTOM:"bottom",LEFT:p()?"right":"left"},as={allowList:Vn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',title:"",trigger:"hover focus"},ls={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class cs extends W{constructor(t,e){if(void 0===vi)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,e),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return as}static get DefaultType(){return ls}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),N.off(this._element.closest(is),ns,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=N.trigger(this._element,this.constructor.eventName("show")),e=(c(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),N.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._queueCallback((()=>{N.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!N.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._activeTrigger.click=!1,this._activeTrigger[os]=!1,this._activeTrigger[ss]=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),N.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(ts,es),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(ts),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new Jn({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(ts)}_isShown(){return this.tip&&this.tip.classList.contains(es)}_createPopper(t){const e=g(this._config.placement,[this,t,this._element]),i=rs[e.toUpperCase()];return bi(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return g(t,[this._element])}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,...g(this._config.popperConfig,[e])}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)N.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===ss?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===ss?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");N.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?os:ss]=!0,e._enter()})),N.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?os:ss]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},N.on(this._element.closest(is),ns,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=F.getDataAttributes(this._element);for(const t of Object.keys(e))Zn.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:r(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const[e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=cs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}m(cs);const hs={...cs.Default,content:"",offset:[0,8],placement:"right",template:'<div class="popover" role="tooltip"><div class="popover-arrow"></div><h3 class="popover-header"></h3><div class="popover-body"></div></div>',trigger:"click"},ds={...cs.DefaultType,content:"(null|string|element|function)"};class us extends cs{static get Default(){return hs}static get DefaultType(){return ds}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{".popover-header":this._getTitle(),".popover-body":this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each((function(){const e=us.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}m(us);const fs=".bs.scrollspy",ps=`activate${fs}`,ms=`click${fs}`,gs=`load${fs}.data-api`,_s="active",bs="[href]",vs=".nav-link",ys=`${vs}, .nav-item > ${vs}, .list-group-item`,ws={offset:null,rootMargin:"0px 0px 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i;if([Ms,js].includes(t.key))i=e[t.key===Ms?0:e.length-1];else{const n=[Is,Ps].includes(t.key);i=b(e,t.target,n,!0)}i&&(i.focus({preventScroll:!0}),Vs.getOrCreateInstance(i).show())}_getChildren(){return z.find(Rs,this._parent)}_getActiveElem(){return this._getChildren().find((t=>this._elemIsActive(t)))||null}_setInitialAttributes(t,e){this._setAttributeIfNotExists(t,"role","tablist");for(const t of e)this._setInitialAttributesOnChild(t)}_setInitialAttributesOnChild(t){t=this._getInnerElement(t);const e=this._elemIsActive(t),i=this._getOuterElement(t);t.setAttribute("aria-selected",e),i!==t&&this._setAttributeIfNotExists(i,"role","presentation"),e||t.setAttribute("tabindex","-1"),this._setAttributeIfNotExists(t,"role","tab"),this._setInitialAttributesOnTargetPanel(t)}_setInitialAttributesOnTargetPanel(t){const 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NAME(){return"toast"}show(){N.trigger(this._element,Zs).defaultPrevented||(this._clearTimeout(),this._config.animation&&this._element.classList.add("fade"),this._element.classList.remove(eo),d(this._element),this._element.classList.add(io,no),this._queueCallback((()=>{this._element.classList.remove(no),N.trigger(this._element,to),this._maybeScheduleHide()}),this._element,this._config.animation))}hide(){this.isShown()&&(N.trigger(this._element,Gs).defaultPrevented||(this._element.classList.add(no),this._queueCallback((()=>{this._element.classList.add(eo),this._element.classList.remove(no,io),N.trigger(this._element,Js)}),this._element,this._config.animation)))}dispose(){this._clearTimeout(),this.isShown()&&this._element.classList.remove(io),super.dispose()}isShown(){return this._element.classList.contains(io)}_maybeScheduleHide(){this._config.autohide&&(this._hasMouseInteraction||this._hasKeyboardInteraction||(this._timeout=setTimeout((()=>{this.hide()}),this._config.delay)))}_onInteraction(t,e){switch(t.type){case"mouseover":case"mouseout":this._hasMouseInteraction=e;break;case"focusin":case"focusout":this._hasKeyboardInteraction=e}if(e)return void this._clearTimeout();const i=t.relatedTarget;this._element===i||this._element.contains(i)||this._maybeScheduleHide()}_setListeners(){N.on(this._element,Qs,(t=>this._onInteraction(t,!0))),N.on(this._element,Xs,(t=>this._onInteraction(t,!1))),N.on(this._element,Ys,(t=>this._onInteraction(t,!0))),N.on(this._element,Us,(t=>this._onInteraction(t,!1)))}_clearTimeout(){clearTimeout(this._timeout),this._timeout=null}static jQueryInterface(t){return this.each((function(){const e=ro.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}return R(ro),m(ro),{Alert:Q,Button:Y,Carousel:xt,Collapse:Bt,Dropdown:qi,Modal:On,Offcanvas:qn,Popover:us,ScrollSpy:Es,Tab:Vs,Toast:ro,Tooltip:cs}}));
+//# sourceMappingURL=bootstrap.bundle.min.js.map
\ No newline at end of file
diff --git a/new_pages/quarto_files/libs/clipboard/clipboard.min.js b/new_pages/quarto_files/libs/clipboard/clipboard.min.js
new file mode 100644
index 00000000..1103f811
--- /dev/null
+++ b/new_pages/quarto_files/libs/clipboard/clipboard.min.js
@@ -0,0 +1,7 @@
+/*!
+ * clipboard.js v2.0.11
+ * https://clipboardjs.com/
+ *
+ * Licensed MIT © Zeno Rocha
+ */
+!function(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"function"==typeof define&&define.amd?define([],e):"object"==typeof exports?exports.ClipboardJS=e():t.ClipboardJS=e()}(this,function(){return n={686:function(t,e,n){"use strict";n.d(e,{default:function(){return b}});var e=n(279),i=n.n(e),e=n(370),u=n.n(e),e=n(817),r=n.n(e);function c(t){try{return document.execCommand(t)}catch(t){return}}var a=function(t){t=r()(t);return c("cut"),t};function o(t,e){var n,o,t=(n=t,o="rtl"===document.documentElement.getAttribute("dir"),(t=document.createElement("textarea")).style.fontSize="12pt",t.style.border="0",t.style.padding="0",t.style.margin="0",t.style.position="absolute",t.style[o?"right":"left"]="-9999px",o=window.pageYOffset||document.documentElement.scrollTop,t.style.top="".concat(o,"px"),t.setAttribute("readonly",""),t.value=n,t);return e.container.appendChild(t),e=r()(t),c("copy"),t.remove(),e}var f=function(t){var e=1<arguments.length&&void 0!==arguments[1]?arguments[1]:{container:document.body},n="";return"string"==typeof t?n=o(t,e):t instanceof HTMLInputElement&&!["text","search","url","tel","password"].includes(null==t?void 0:t.type)?n=o(t.value,e):(n=r()(t),c("copy")),n};function l(t){return(l="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t})(t)}var s=function(){var t=0<arguments.length&&void 0!==arguments[0]?arguments[0]:{},e=t.action,n=void 0===e?"copy":e,o=t.container,e=t.target,t=t.text;if("copy"!==n&&"cut"!==n)throw new Error('Invalid "action" value, use either "copy" or "cut"');if(void 0!==e){if(!e||"object"!==l(e)||1!==e.nodeType)throw new Error('Invalid "target" value, use a valid Element');if("copy"===n&&e.hasAttribute("disabled"))throw new Error('Invalid "target" attribute. 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\ No newline at end of file
diff --git a/new_pages/quarto_files/libs/quarto-html/anchor.min.js b/new_pages/quarto_files/libs/quarto-html/anchor.min.js
new file mode 100644
index 00000000..5ac814d1
--- /dev/null
+++ b/new_pages/quarto_files/libs/quarto-html/anchor.min.js
@@ -0,0 +1,9 @@
+// @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt Expat
+//
+// AnchorJS - v5.0.0 - 2023-01-18
+// https://www.bryanbraun.com/anchorjs/
+// Copyright (c) 2023 Bryan Braun; Licensed MIT
+//
+// @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt Expat
+!function(A,e){"use strict";"function"==typeof define&&define.amd?define([],e):"object"==typeof module&&module.exports?module.exports=e():(A.AnchorJS=e(),A.anchors=new A.AnchorJS)}(globalThis,function(){"use strict";return function(A){function u(A){A.icon=Object.prototype.hasOwnProperty.call(A,"icon")?A.icon:"",A.visible=Object.prototype.hasOwnProperty.call(A,"visible")?A.visible:"hover",A.placement=Object.prototype.hasOwnProperty.call(A,"placement")?A.placement:"right",A.ariaLabel=Object.prototype.hasOwnProperty.call(A,"ariaLabel")?A.ariaLabel:"Anchor",A.class=Object.prototype.hasOwnProperty.call(A,"class")?A.class:"",A.base=Object.prototype.hasOwnProperty.call(A,"base")?A.base:"",A.truncate=Object.prototype.hasOwnProperty.call(A,"truncate")?Math.floor(A.truncate):64,A.titleText=Object.prototype.hasOwnProperty.call(A,"titleText")?A.titleText:""}function d(A){var e;if("string"==typeof A||A instanceof String)e=[].slice.call(document.querySelectorAll(A));else{if(!(Array.isArray(A)||A 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+// @license-end
\ No newline at end of file
diff --git a/new_pages/quarto_files/libs/quarto-html/popper.min.js b/new_pages/quarto_files/libs/quarto-html/popper.min.js
new file mode 100644
index 00000000..e3726d72
--- /dev/null
+++ b/new_pages/quarto_files/libs/quarto-html/popper.min.js
@@ -0,0 +1,6 @@
+/**
+ * @popperjs/core v2.11.7 - MIT License
+ */
+
+!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?t(exports):"function"==typeof define&&define.amd?define(["exports"],t):t((e="undefined"!=typeof globalThis?globalThis:e||self).Popper={})}(this,(function(e){"use strict";function t(e){if(null==e)return window;if("[object Window]"!==e.toString()){var t=e.ownerDocument;return t&&t.defaultView||window}return e}function n(e){return e instanceof t(e).Element||e instanceof Element}function r(e){return e instanceof t(e).HTMLElement||e instanceof HTMLElement}function o(e){return"undefined"!=typeof ShadowRoot&&(e instanceof t(e).ShadowRoot||e instanceof ShadowRoot)}var i=Math.max,a=Math.min,s=Math.round;function f(){var e=navigator.userAgentData;return null!=e&&e.brands&&Array.isArray(e.brands)?e.brands.map((function(e){return e.brand+"/"+e.version})).join(" "):navigator.userAgent}function c(){return!/^((?!chrome|android).)*safari/i.test(f())}function p(e,o,i){void 0===o&&(o=!1),void 0===i&&(i=!1);var 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ie={name:"applyStyles",enabled:!0,phase:"write",fn:function(e){var t=e.state;Object.keys(t.elements).forEach((function(e){var n=t.styles[e]||{},o=t.attributes[e]||{},i=t.elements[e];r(i)&&l(i)&&(Object.assign(i.style,n),Object.keys(o).forEach((function(e){var t=o[e];!1===t?i.removeAttribute(e):i.setAttribute(e,!0===t?"":t)})))}))},effect:function(e){var t=e.state,n={popper:{position:t.options.strategy,left:"0",top:"0",margin:"0"},arrow:{position:"absolute"},reference:{}};return Object.assign(t.elements.popper.style,n.popper),t.styles=n,t.elements.arrow&&Object.assign(t.elements.arrow.style,n.arrow),function(){Object.keys(t.elements).forEach((function(e){var o=t.elements[e],i=t.attributes[e]||{},a=Object.keys(t.styles.hasOwnProperty(e)?t.styles[e]:n[e]).reduce((function(e,t){return e[t]="",e}),{});r(o)&&l(o)&&(Object.assign(o.style,a),Object.keys(i).forEach((function(e){o.removeAttribute(e)})))}))}},requires:["computeStyles"]};var ae={name:"offset",enabled:!0,phase:"main",requires:["popperOffsets"],fn:function(e){var t=e.state,n=e.options,r=e.name,o=n.offset,i=void 0===o?[0,0]:o,a=S.reduce((function(e,n){return e[n]=function(e,t,n){var r=C(e),o=[P,D].indexOf(r)>=0?-1:1,i="function"==typeof n?n(Object.assign({},t,{placement:e})):n,a=i[0],s=i[1];return a=a||0,s=(s||0)*o,[P,L].indexOf(r)>=0?{x:s,y:a}:{x:a,y:s}}(n,t.rects,i),e}),{}),s=a[t.placement],f=s.x,c=s.y;null!=t.modifiersData.popperOffsets&&(t.modifiersData.popperOffsets.x+=f,t.modifiersData.popperOffsets.y+=c),t.modifiersData[r]=a}},se={left:"right",right:"left",bottom:"top",top:"bottom"};function fe(e){return e.replace(/left|right|bottom|top/g,(function(e){return se[e]}))}var ce={start:"end",end:"start"};function pe(e){return e.replace(/start|end/g,(function(e){return ce[e]}))}function ue(e,t){void 0===t&&(t={});var n=t,r=n.placement,o=n.boundary,i=n.rootBoundary,a=n.padding,s=n.flipVariations,f=n.allowedAutoPlacements,c=void 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0===v?0:v,b=J(t,{boundary:p,rootBoundary:u,padding:d,altBoundary:l}),x=C(t.placement),w=U(t.placement),O=!w,j=z(x),M="x"===j?"y":"x",k=t.modifiersData.popperOffsets,B=t.rects.reference,H=t.rects.popper,T="function"==typeof y?y(Object.assign({},t.rects,{placement:t.placement})):y,R="number"==typeof T?{mainAxis:T,altAxis:T}:Object.assign({mainAxis:0,altAxis:0},T),S=t.modifiersData.offset?t.modifiersData.offset[t.placement]:null,V={x:0,y:0};if(k){if(s){var q,N="y"===j?D:P,I="y"===j?A:L,_="y"===j?"height":"width",F=k[j],X=F+b[N],Y=F-b[I],G=m?-H[_]/2:0,K=w===W?B[_]:H[_],Q=w===W?-H[_]:-B[_],Z=t.elements.arrow,$=m&&Z?g(Z):{width:0,height:0},ee=t.modifiersData["arrow#persistent"]?t.modifiersData["arrow#persistent"].padding:{top:0,right:0,bottom:0,left:0},te=ee[N],ne=ee[I],re=de(0,B[_],$[_]),oe=O?B[_]/2-G-re-te-R.mainAxis:K-re-te-R.mainAxis,ie=O?-B[_]/2+G+re+ne+R.mainAxis:Q+re+ne+R.mainAxis,ae=t.elements.arrow&&E(t.elements.arrow),se=ae?"y"===j?ae.clientTop||0:ae.clientLeft||0:0,fe=null!=(q=null==S?void 0:S[j])?q:0,ce=F+ie-fe,pe=de(m?a(X,F+oe-fe-se):X,F,m?i(Y,ce):Y);k[j]=pe,V[j]=pe-F}if(c){var ue,le="x"===j?D:P,he="x"===j?A:L,me=k[M],ve="y"===M?"height":"width",ye=me+b[le],ge=me-b[he],be=-1!==[D,P].indexOf(x),xe=null!=(ue=null==S?void 0:S[M])?ue:0,we=be?ye:me-B[ve]-H[ve]-xe+R.altAxis,Oe=be?me+B[ve]+H[ve]-xe-R.altAxis:ge,je=m&&be?function(e,t,n){var r=de(e,t,n);return r>n?n:r}(we,me,Oe):de(m?we:ye,me,m?Oe:ge);k[M]=je,V[M]=je-me}t.modifiersData[r]=V}},requiresIfExists:["offset"]};var me={name:"arrow",enabled:!0,phase:"main",fn:function(e){var t,n=e.state,r=e.name,o=e.options,i=n.elements.arrow,a=n.modifiersData.popperOffsets,s=C(n.placement),f=z(s),c=[P,L].indexOf(s)>=0?"height":"width";if(i&&a){var p=function(e,t){return Y("number"!=typeof(e="function"==typeof e?e(Object.assign({},t.rects,{placement:t.placement})):e)?e:G(e,k))}(o.padding,n),u=g(i),l="y"===f?D:P,d="y"===f?A:L,h=n.rects.reference[c]+n.rects.reference[f]-a[f]-n.rects.popper[c],m=a[f]-n.rects.reference[f],v=E(i),y=v?"y"===f?v.clientHeight||0:v.clientWidth||0:0,b=h/2-m/2,x=p[l],w=y-u[c]-p[d],O=y/2-u[c]/2+b,j=de(x,O,w),M=f;n.modifiersData[r]=((t={})[M]=j,t.centerOffset=j-O,t)}},effect:function(e){var t=e.state,n=e.options.element,r=void 0===n?"[data-popper-arrow]":n;null!=r&&("string"!=typeof r||(r=t.elements.popper.querySelector(r)))&&N(t.elements.popper,r)&&(t.elements.arrow=r)},requires:["popperOffsets"],requiresIfExists:["preventOverflow"]};function ve(e,t,n){return void 0===n&&(n={x:0,y:0}),{top:e.top-t.height-n.y,right:e.right-t.width+n.x,bottom:e.bottom-t.height+n.y,left:e.left-t.width-n.x}}function ye(e){return[D,L,A,P].some((function(t){return e[t]>=0}))}var ge={name:"hide",enabled:!0,phase:"main",requiresIfExists:["preventOverflow"],fn:function(e){var t=e.state,n=e.name,r=t.rects.reference,o=t.rects.popper,i=t.modifiersData.preventOverflow,a=J(t,{elementContext:"reference"}),s=J(t,{altBoundary:!0}),f=ve(a,r),c=ve(s,o,i),p=ye(f),u=ye(c);t.modifiersData[n]={referenceClippingOffsets:f,popperEscapeOffsets:c,isReferenceHidden:p,hasPopperEscaped:u},t.attributes.popper=Object.assign({},t.attributes.popper,{"data-popper-reference-hidden":p,"data-popper-escaped":u})}},be=Z({defaultModifiers:[ee,te,oe,ie]}),xe=[ee,te,oe,ie,ae,le,he,me,ge],we=Z({defaultModifiers:xe});e.applyStyles=ie,e.arrow=me,e.computeStyles=oe,e.createPopper=we,e.createPopperLite=be,e.defaultModifiers=xe,e.detectOverflow=J,e.eventListeners=ee,e.flip=le,e.hide=ge,e.offset=ae,e.popperGenerator=Z,e.popperOffsets=te,e.preventOverflow=he,Object.defineProperty(e,"__esModule",{value:!0})}));
+
diff --git a/new_pages/quarto_files/libs/quarto-html/quarto-syntax-highlighting.css b/new_pages/quarto_files/libs/quarto-html/quarto-syntax-highlighting.css
new file mode 100644
index 00000000..b30ce576
--- /dev/null
+++ b/new_pages/quarto_files/libs/quarto-html/quarto-syntax-highlighting.css
@@ -0,0 +1,205 @@
+/* quarto syntax highlight colors */
+:root {
+  --quarto-hl-ot-color: #003B4F;
+  --quarto-hl-at-color: #657422;
+  --quarto-hl-ss-color: #20794D;
+  --quarto-hl-an-color: #5E5E5E;
+  --quarto-hl-fu-color: #4758AB;
+  --quarto-hl-st-color: #20794D;
+  --quarto-hl-cf-color: #003B4F;
+  --quarto-hl-op-color: #5E5E5E;
+  --quarto-hl-er-color: #AD0000;
+  --quarto-hl-bn-color: #AD0000;
+  --quarto-hl-al-color: #AD0000;
+  --quarto-hl-va-color: #111111;
+  --quarto-hl-bu-color: inherit;
+  --quarto-hl-ex-color: inherit;
+  --quarto-hl-pp-color: #AD0000;
+  --quarto-hl-in-color: #5E5E5E;
+  --quarto-hl-vs-color: #20794D;
+  --quarto-hl-wa-color: #5E5E5E;
+  --quarto-hl-do-color: #5E5E5E;
+  --quarto-hl-im-color: #00769E;
+  --quarto-hl-ch-color: #20794D;
+  --quarto-hl-dt-color: #AD0000;
+  --quarto-hl-fl-color: #AD0000;
+  --quarto-hl-co-color: #5E5E5E;
+  --quarto-hl-cv-color: #5E5E5E;
+  --quarto-hl-cn-color: #8f5902;
+  --quarto-hl-sc-color: #5E5E5E;
+  --quarto-hl-dv-color: #AD0000;
+  --quarto-hl-kw-color: #003B4F;
+}
+
+/* other quarto variables */
+:root {
+  --quarto-font-monospace: SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace;
+}
+
+pre > code.sourceCode > span {
+  color: #003B4F;
+}
+
+code span {
+  color: #003B4F;
+}
+
+code.sourceCode > span {
+  color: #003B4F;
+}
+
+div.sourceCode,
+div.sourceCode pre.sourceCode {
+  color: #003B4F;
+}
+
+code span.ot {
+  color: #003B4F;
+  font-style: inherit;
+}
+
+code span.at {
+  color: #657422;
+  font-style: inherit;
+}
+
+code span.ss {
+  color: #20794D;
+  font-style: inherit;
+}
+
+code span.an {
+  color: #5E5E5E;
+  font-style: inherit;
+}
+
+code span.fu {
+  color: #4758AB;
+  font-style: inherit;
+}
+
+code span.st {
+  color: #20794D;
+  font-style: inherit;
+}
+
+code span.cf {
+  color: #003B4F;
+  font-weight: bold;
+  font-style: inherit;
+}
+
+code span.op {
+  color: #5E5E5E;
+  font-style: inherit;
+}
+
+code span.er {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+code span.bn {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+code span.al {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+code span.va {
+  color: #111111;
+  font-style: inherit;
+}
+
+code span.bu {
+  font-style: inherit;
+}
+
+code span.ex {
+  font-style: inherit;
+}
+
+code span.pp {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+code span.in {
+  color: #5E5E5E;
+  font-style: inherit;
+}
+
+code span.vs {
+  color: #20794D;
+  font-style: inherit;
+}
+
+code span.wa {
+  color: #5E5E5E;
+  font-style: italic;
+}
+
+code span.do {
+  color: #5E5E5E;
+  font-style: italic;
+}
+
+code span.im {
+  color: #00769E;
+  font-style: inherit;
+}
+
+code span.ch {
+  color: #20794D;
+  font-style: inherit;
+}
+
+code span.dt {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+code span.fl {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+code span.co {
+  color: #5E5E5E;
+  font-style: inherit;
+}
+
+code span.cv {
+  color: #5E5E5E;
+  font-style: italic;
+}
+
+code span.cn {
+  color: #8f5902;
+  font-style: inherit;
+}
+
+code span.sc {
+  color: #5E5E5E;
+  font-style: inherit;
+}
+
+code span.dv {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+code span.kw {
+  color: #003B4F;
+  font-weight: bold;
+  font-style: inherit;
+}
+
+.prevent-inlining {
+  content: "</";
+}
+
+/*# sourceMappingURL=debc5d5d77c3f9108843748ff7464032.css.map */
diff --git a/new_pages/quarto_files/libs/quarto-html/quarto.js b/new_pages/quarto_files/libs/quarto-html/quarto.js
new file mode 100644
index 00000000..39e68699
--- /dev/null
+++ b/new_pages/quarto_files/libs/quarto-html/quarto.js
@@ -0,0 +1,908 @@
+const sectionChanged = new CustomEvent("quarto-sectionChanged", {
+  detail: {},
+  bubbles: true,
+  cancelable: false,
+  composed: false,
+});
+
+const layoutMarginEls = () => {
+  // Find any conflicting margin elements and add margins to the
+  // top to prevent overlap
+  const marginChildren = window.document.querySelectorAll(
+    ".column-margin.column-container > *, .margin-caption, .aside"
+  );
+
+  let lastBottom = 0;
+  for (const marginChild of marginChildren) {
+    if (marginChild.offsetParent !== null) {
+      // clear the top margin so we recompute it
+      marginChild.style.marginTop = null;
+      const top = marginChild.getBoundingClientRect().top + window.scrollY;
+      if (top < lastBottom) {
+        const marginChildStyle = window.getComputedStyle(marginChild);
+        const marginBottom = parseFloat(marginChildStyle["marginBottom"]);
+        const margin = lastBottom - top + marginBottom;
+        marginChild.style.marginTop = `${margin}px`;
+      }
+      const styles = window.getComputedStyle(marginChild);
+      const marginTop = parseFloat(styles["marginTop"]);
+      lastBottom = top + marginChild.getBoundingClientRect().height + marginTop;
+    }
+  }
+};
+
+window.document.addEventListener("DOMContentLoaded", function (_event) {
+  // Recompute the position of margin elements anytime the body size changes
+  if (window.ResizeObserver) {
+    const resizeObserver = new window.ResizeObserver(
+      throttle(() => {
+        layoutMarginEls();
+        if (
+          window.document.body.getBoundingClientRect().width < 990 &&
+          isReaderMode()
+        ) {
+          quartoToggleReader();
+        }
+      }, 50)
+    );
+    resizeObserver.observe(window.document.body);
+  }
+
+  const tocEl = window.document.querySelector('nav.toc-active[role="doc-toc"]');
+  const sidebarEl = window.document.getElementById("quarto-sidebar");
+  const leftTocEl = window.document.getElementById("quarto-sidebar-toc-left");
+  const marginSidebarEl = window.document.getElementById(
+    "quarto-margin-sidebar"
+  );
+  // function to determine whether the element has a previous sibling that is active
+  const prevSiblingIsActiveLink = (el) => {
+    const sibling = el.previousElementSibling;
+    if (sibling && sibling.tagName === "A") {
+      return sibling.classList.contains("active");
+    } else {
+      return false;
+    }
+  };
+
+  // fire slideEnter for bootstrap tab activations (for htmlwidget resize behavior)
+  function fireSlideEnter(e) {
+    const event = window.document.createEvent("Event");
+    event.initEvent("slideenter", true, true);
+    window.document.dispatchEvent(event);
+  }
+  const tabs = window.document.querySelectorAll('a[data-bs-toggle="tab"]');
+  tabs.forEach((tab) => {
+    tab.addEventListener("shown.bs.tab", fireSlideEnter);
+  });
+
+  // fire slideEnter for tabby tab activations (for htmlwidget resize behavior)
+  document.addEventListener("tabby", fireSlideEnter, false);
+
+  // Track scrolling and mark TOC links as active
+  // get table of contents and sidebar (bail if we don't have at least one)
+  const tocLinks = tocEl
+    ? [...tocEl.querySelectorAll("a[data-scroll-target]")]
+    : [];
+  const makeActive = (link) => tocLinks[link].classList.add("active");
+  const removeActive = (link) => tocLinks[link].classList.remove("active");
+  const removeAllActive = () =>
+    [...Array(tocLinks.length).keys()].forEach((link) => removeActive(link));
+
+  // activate the anchor for a section associated with this TOC entry
+  tocLinks.forEach((link) => {
+    link.addEventListener("click", () => {
+      if (link.href.indexOf("#") !== -1) {
+        const anchor = link.href.split("#")[1];
+        const heading = window.document.querySelector(
+          `[data-anchor-id="${anchor}"]`
+        );
+        if (heading) {
+          // Add the class
+          heading.classList.add("reveal-anchorjs-link");
+
+          // function to show the anchor
+          const handleMouseout = () => {
+            heading.classList.remove("reveal-anchorjs-link");
+            heading.removeEventListener("mouseout", handleMouseout);
+          };
+
+          // add a function to clear the anchor when the user mouses out of it
+          heading.addEventListener("mouseout", handleMouseout);
+        }
+      }
+    });
+  });
+
+  const sections = tocLinks.map((link) => {
+    const target = link.getAttribute("data-scroll-target");
+    if (target.startsWith("#")) {
+      return window.document.getElementById(decodeURI(`${target.slice(1)}`));
+    } else {
+      return window.document.querySelector(decodeURI(`${target}`));
+    }
+  });
+
+  const sectionMargin = 200;
+  let currentActive = 0;
+  // track whether we've initialized state the first time
+  let init = false;
+
+  const updateActiveLink = () => {
+    // The index from bottom to top (e.g. reversed list)
+    let sectionIndex = -1;
+    if (
+      window.innerHeight + window.pageYOffset >=
+      window.document.body.offsetHeight
+    ) {
+      // This is the no-scroll case where last section should be the active one
+      sectionIndex = 0;
+    } else {
+      // This finds the last section visible on screen that should be made active
+      sectionIndex = [...sections].reverse().findIndex((section) => {
+        if (section) {
+          return window.pageYOffset >= section.offsetTop - sectionMargin;
+        } else {
+          return false;
+        }
+      });
+    }
+    if (sectionIndex > -1) {
+      const current = sections.length - sectionIndex - 1;
+      if (current !== currentActive) {
+        removeAllActive();
+        currentActive = current;
+        makeActive(current);
+        if (init) {
+          window.dispatchEvent(sectionChanged);
+        }
+        init = true;
+      }
+    }
+  };
+
+  const inHiddenRegion = (top, bottom, hiddenRegions) => {
+    for (const region of hiddenRegions) {
+      if (top <= region.bottom && bottom >= region.top) {
+        return true;
+      }
+    }
+    return false;
+  };
+
+  const categorySelector = "header.quarto-title-block .quarto-category";
+  const activateCategories = (href) => {
+    // Find any categories
+    // Surround them with a link pointing back to:
+    // #category=Authoring
+    try {
+      const categoryEls = window.document.querySelectorAll(categorySelector);
+      for (const categoryEl of categoryEls) {
+        const categoryText = categoryEl.textContent;
+        if (categoryText) {
+          const link = `${href}#category=${encodeURIComponent(categoryText)}`;
+          const linkEl = window.document.createElement("a");
+          linkEl.setAttribute("href", link);
+          for (const child of categoryEl.childNodes) {
+            linkEl.append(child);
+          }
+          categoryEl.appendChild(linkEl);
+        }
+      }
+    } catch {
+      // Ignore errors
+    }
+  };
+  function hasTitleCategories() {
+    return window.document.querySelector(categorySelector) !== null;
+  }
+
+  function offsetRelativeUrl(url) {
+    const offset = getMeta("quarto:offset");
+    return offset ? offset + url : url;
+  }
+
+  function offsetAbsoluteUrl(url) {
+    const offset = getMeta("quarto:offset");
+    const baseUrl = new URL(offset, window.location);
+
+    const projRelativeUrl = url.replace(baseUrl, "");
+    if (projRelativeUrl.startsWith("/")) {
+      return projRelativeUrl;
+    } else {
+      return "/" + projRelativeUrl;
+    }
+  }
+
+  // read a meta tag value
+  function getMeta(metaName) {
+    const metas = window.document.getElementsByTagName("meta");
+    for (let i = 0; i < metas.length; i++) {
+      if (metas[i].getAttribute("name") === metaName) {
+        return metas[i].getAttribute("content");
+      }
+    }
+    return "";
+  }
+
+  async function findAndActivateCategories() {
+    const currentPagePath = offsetAbsoluteUrl(window.location.href);
+    const response = await fetch(offsetRelativeUrl("listings.json"));
+    if (response.status == 200) {
+      return response.json().then(function (listingPaths) {
+        const listingHrefs = [];
+        for (const listingPath of listingPaths) {
+          const pathWithoutLeadingSlash = listingPath.listing.substring(1);
+          for (const item of listingPath.items) {
+            if (
+              item === currentPagePath ||
+              item === currentPagePath + "index.html"
+            ) {
+              // Resolve this path against the offset to be sure
+              // we already are using the correct path to the listing
+              // (this adjusts the listing urls to be rooted against
+              // whatever root the page is actually running against)
+              const relative = offsetRelativeUrl(pathWithoutLeadingSlash);
+              const baseUrl = window.location;
+              const resolvedPath = new URL(relative, baseUrl);
+              listingHrefs.push(resolvedPath.pathname);
+              break;
+            }
+          }
+        }
+
+        // Look up the tree for a nearby linting and use that if we find one
+        const nearestListing = findNearestParentListing(
+          offsetAbsoluteUrl(window.location.pathname),
+          listingHrefs
+        );
+        if (nearestListing) {
+          activateCategories(nearestListing);
+        } else {
+          // See if the referrer is a listing page for this item
+          const referredRelativePath = offsetAbsoluteUrl(document.referrer);
+          const referrerListing = listingHrefs.find((listingHref) => {
+            const isListingReferrer =
+              listingHref === referredRelativePath ||
+              listingHref === referredRelativePath + "index.html";
+            return isListingReferrer;
+          });
+
+          if (referrerListing) {
+            // Try to use the referrer if possible
+            activateCategories(referrerListing);
+          } else if (listingHrefs.length > 0) {
+            // Otherwise, just fall back to the first listing
+            activateCategories(listingHrefs[0]);
+          }
+        }
+      });
+    }
+  }
+  if (hasTitleCategories()) {
+    findAndActivateCategories();
+  }
+
+  const findNearestParentListing = (href, listingHrefs) => {
+    if (!href || !listingHrefs) {
+      return undefined;
+    }
+    // Look up the tree for a nearby linting and use that if we find one
+    const relativeParts = href.substring(1).split("/");
+    while (relativeParts.length > 0) {
+      const path = relativeParts.join("/");
+      for (const listingHref of listingHrefs) {
+        if (listingHref.startsWith(path)) {
+          return listingHref;
+        }
+      }
+      relativeParts.pop();
+    }
+
+    return undefined;
+  };
+
+  const manageSidebarVisiblity = (el, placeholderDescriptor) => {
+    let isVisible = true;
+    let elRect;
+
+    return (hiddenRegions) => {
+      if (el === null) {
+        return;
+      }
+
+      // Find the last element of the TOC
+      const lastChildEl = el.lastElementChild;
+
+      if (lastChildEl) {
+        // Converts the sidebar to a menu
+        const convertToMenu = () => {
+          for (const child of el.children) {
+            child.style.opacity = 0;
+            child.style.overflow = "hidden";
+            child.style.pointerEvents = "none";
+          }
+
+          nexttick(() => {
+            const toggleContainer = window.document.createElement("div");
+            toggleContainer.style.width = "100%";
+            toggleContainer.classList.add("zindex-over-content");
+            toggleContainer.classList.add("quarto-sidebar-toggle");
+            toggleContainer.classList.add("headroom-target"); // Marks this to be managed by headeroom
+            toggleContainer.id = placeholderDescriptor.id;
+            toggleContainer.style.position = "fixed";
+
+            const toggleIcon = window.document.createElement("i");
+            toggleIcon.classList.add("quarto-sidebar-toggle-icon");
+            toggleIcon.classList.add("bi");
+            toggleIcon.classList.add("bi-caret-down-fill");
+
+            const toggleTitle = window.document.createElement("div");
+            const titleEl = window.document.body.querySelector(
+              placeholderDescriptor.titleSelector
+            );
+            if (titleEl) {
+              toggleTitle.append(
+                titleEl.textContent || titleEl.innerText,
+                toggleIcon
+              );
+            }
+            toggleTitle.classList.add("zindex-over-content");
+            toggleTitle.classList.add("quarto-sidebar-toggle-title");
+            toggleContainer.append(toggleTitle);
+
+            const toggleContents = window.document.createElement("div");
+            toggleContents.classList = el.classList;
+            toggleContents.classList.add("zindex-over-content");
+            toggleContents.classList.add("quarto-sidebar-toggle-contents");
+            for (const child of el.children) {
+              if (child.id === "toc-title") {
+                continue;
+              }
+
+              const clone = child.cloneNode(true);
+              clone.style.opacity = 1;
+              clone.style.pointerEvents = null;
+              clone.style.display = null;
+              toggleContents.append(clone);
+            }
+            toggleContents.style.height = "0px";
+            const positionToggle = () => {
+              // position the element (top left of parent, same width as parent)
+              if (!elRect) {
+                elRect = el.getBoundingClientRect();
+              }
+              toggleContainer.style.left = `${elRect.left}px`;
+              toggleContainer.style.top = `${elRect.top}px`;
+              toggleContainer.style.width = `${elRect.width}px`;
+            };
+            positionToggle();
+
+            toggleContainer.append(toggleContents);
+            el.parentElement.prepend(toggleContainer);
+
+            // Process clicks
+            let tocShowing = false;
+            // Allow the caller to control whether this is dismissed
+            // when it is clicked (e.g. sidebar navigation supports
+            // opening and closing the nav tree, so don't dismiss on click)
+            const clickEl = placeholderDescriptor.dismissOnClick
+              ? toggleContainer
+              : toggleTitle;
+
+            const closeToggle = () => {
+              if (tocShowing) {
+                toggleContainer.classList.remove("expanded");
+                toggleContents.style.height = "0px";
+                tocShowing = false;
+              }
+            };
+
+            // Get rid of any expanded toggle if the user scrolls
+            window.document.addEventListener(
+              "scroll",
+              throttle(() => {
+                closeToggle();
+              }, 50)
+            );
+
+            // Handle positioning of the toggle
+            window.addEventListener(
+              "resize",
+              throttle(() => {
+                elRect = undefined;
+                positionToggle();
+              }, 50)
+            );
+
+            window.addEventListener("quarto-hrChanged", () => {
+              elRect = undefined;
+            });
+
+            // Process the click
+            clickEl.onclick = () => {
+              if (!tocShowing) {
+                toggleContainer.classList.add("expanded");
+                toggleContents.style.height = null;
+                tocShowing = true;
+              } else {
+                closeToggle();
+              }
+            };
+          });
+        };
+
+        // Converts a sidebar from a menu back to a sidebar
+        const convertToSidebar = () => {
+          for (const child of el.children) {
+            child.style.opacity = 1;
+            child.style.overflow = null;
+            child.style.pointerEvents = null;
+          }
+
+          const placeholderEl = window.document.getElementById(
+            placeholderDescriptor.id
+          );
+          if (placeholderEl) {
+            placeholderEl.remove();
+          }
+
+          el.classList.remove("rollup");
+        };
+
+        if (isReaderMode()) {
+          convertToMenu();
+          isVisible = false;
+        } else {
+          // Find the top and bottom o the element that is being managed
+          const elTop = el.offsetTop;
+          const elBottom =
+            elTop + lastChildEl.offsetTop + lastChildEl.offsetHeight;
+
+          if (!isVisible) {
+            // If the element is current not visible reveal if there are
+            // no conflicts with overlay regions
+            if (!inHiddenRegion(elTop, elBottom, hiddenRegions)) {
+              convertToSidebar();
+              isVisible = true;
+            }
+          } else {
+            // If the element is visible, hide it if it conflicts with overlay regions
+            // and insert a placeholder toggle (or if we're in reader mode)
+            if (inHiddenRegion(elTop, elBottom, hiddenRegions)) {
+              convertToMenu();
+              isVisible = false;
+            }
+          }
+        }
+      }
+    };
+  };
+
+  const tabEls = document.querySelectorAll('a[data-bs-toggle="tab"]');
+  for (const tabEl of tabEls) {
+    const id = tabEl.getAttribute("data-bs-target");
+    if (id) {
+      const columnEl = document.querySelector(
+        `${id} .column-margin, .tabset-margin-content`
+      );
+      if (columnEl)
+        tabEl.addEventListener("shown.bs.tab", function (event) {
+          const el = event.srcElement;
+          if (el) {
+            const visibleCls = `${el.id}-margin-content`;
+            // walk up until we find a parent tabset
+            let panelTabsetEl = el.parentElement;
+            while (panelTabsetEl) {
+              if (panelTabsetEl.classList.contains("panel-tabset")) {
+                break;
+              }
+              panelTabsetEl = panelTabsetEl.parentElement;
+            }
+
+            if (panelTabsetEl) {
+              const prevSib = panelTabsetEl.previousElementSibling;
+              if (
+                prevSib &&
+                prevSib.classList.contains("tabset-margin-container")
+              ) {
+                const childNodes = prevSib.querySelectorAll(
+                  ".tabset-margin-content"
+                );
+                for (const childEl of childNodes) {
+                  if (childEl.classList.contains(visibleCls)) {
+                    childEl.classList.remove("collapse");
+                  } else {
+                    childEl.classList.add("collapse");
+                  }
+                }
+              }
+            }
+          }
+
+          layoutMarginEls();
+        });
+    }
+  }
+
+  // Manage the visibility of the toc and the sidebar
+  const marginScrollVisibility = manageSidebarVisiblity(marginSidebarEl, {
+    id: "quarto-toc-toggle",
+    titleSelector: "#toc-title",
+    dismissOnClick: true,
+  });
+  const sidebarScrollVisiblity = manageSidebarVisiblity(sidebarEl, {
+    id: "quarto-sidebarnav-toggle",
+    titleSelector: ".title",
+    dismissOnClick: false,
+  });
+  let tocLeftScrollVisibility;
+  if (leftTocEl) {
+    tocLeftScrollVisibility = manageSidebarVisiblity(leftTocEl, {
+      id: "quarto-lefttoc-toggle",
+      titleSelector: "#toc-title",
+      dismissOnClick: true,
+    });
+  }
+
+  // Find the first element that uses formatting in special columns
+  const conflictingEls = window.document.body.querySelectorAll(
+    '[class^="column-"], [class*=" column-"], aside, [class*="margin-caption"], [class*=" margin-caption"], [class*="margin-ref"], [class*=" margin-ref"]'
+  );
+
+  // Filter all the possibly conflicting elements into ones
+  // the do conflict on the left or ride side
+  const arrConflictingEls = Array.from(conflictingEls);
+  const leftSideConflictEls = arrConflictingEls.filter((el) => {
+    if (el.tagName === "ASIDE") {
+      return false;
+    }
+    return Array.from(el.classList).find((className) => {
+      return (
+        className !== "column-body" &&
+        className.startsWith("column-") &&
+        !className.endsWith("right") &&
+        !className.endsWith("container") &&
+        className !== "column-margin"
+      );
+    });
+  });
+  const rightSideConflictEls = arrConflictingEls.filter((el) => {
+    if (el.tagName === "ASIDE") {
+      return true;
+    }
+
+    const hasMarginCaption = Array.from(el.classList).find((className) => {
+      return className == "margin-caption";
+    });
+    if (hasMarginCaption) {
+      return true;
+    }
+
+    return Array.from(el.classList).find((className) => {
+      return (
+        className !== "column-body" &&
+        !className.endsWith("container") &&
+        className.startsWith("column-") &&
+        !className.endsWith("left")
+      );
+    });
+  });
+
+  const kOverlapPaddingSize = 10;
+  function toRegions(els) {
+    return els.map((el) => {
+      const boundRect = el.getBoundingClientRect();
+      const top =
+        boundRect.top +
+        document.documentElement.scrollTop -
+        kOverlapPaddingSize;
+      return {
+        top,
+        bottom: top + el.scrollHeight + 2 * kOverlapPaddingSize,
+      };
+    });
+  }
+
+  let hasObserved = false;
+  const visibleItemObserver = (els) => {
+    let visibleElements = [...els];
+    const intersectionObserver = new IntersectionObserver(
+      (entries, _observer) => {
+        entries.forEach((entry) => {
+          if (entry.isIntersecting) {
+            if (visibleElements.indexOf(entry.target) === -1) {
+              visibleElements.push(entry.target);
+            }
+          } else {
+            visibleElements = visibleElements.filter((visibleEntry) => {
+              return visibleEntry !== entry;
+            });
+          }
+        });
+
+        if (!hasObserved) {
+          hideOverlappedSidebars();
+        }
+        hasObserved = true;
+      },
+      {}
+    );
+    els.forEach((el) => {
+      intersectionObserver.observe(el);
+    });
+
+    return {
+      getVisibleEntries: () => {
+        return visibleElements;
+      },
+    };
+  };
+
+  const rightElementObserver = visibleItemObserver(rightSideConflictEls);
+  const leftElementObserver = visibleItemObserver(leftSideConflictEls);
+
+  const hideOverlappedSidebars = () => {
+    marginScrollVisibility(toRegions(rightElementObserver.getVisibleEntries()));
+    sidebarScrollVisiblity(toRegions(leftElementObserver.getVisibleEntries()));
+    if (tocLeftScrollVisibility) {
+      tocLeftScrollVisibility(
+        toRegions(leftElementObserver.getVisibleEntries())
+      );
+    }
+  };
+
+  window.quartoToggleReader = () => {
+    // Applies a slow class (or removes it)
+    // to update the transition speed
+    const slowTransition = (slow) => {
+      const manageTransition = (id, slow) => {
+        const el = document.getElementById(id);
+        if (el) {
+          if (slow) {
+            el.classList.add("slow");
+          } else {
+            el.classList.remove("slow");
+          }
+        }
+      };
+
+      manageTransition("TOC", slow);
+      manageTransition("quarto-sidebar", slow);
+    };
+    const readerMode = !isReaderMode();
+    setReaderModeValue(readerMode);
+
+    // If we're entering reader mode, slow the transition
+    if (readerMode) {
+      slowTransition(readerMode);
+    }
+    highlightReaderToggle(readerMode);
+    hideOverlappedSidebars();
+
+    // If we're exiting reader mode, restore the non-slow transition
+    if (!readerMode) {
+      slowTransition(!readerMode);
+    }
+  };
+
+  const highlightReaderToggle = (readerMode) => {
+    const els = document.querySelectorAll(".quarto-reader-toggle");
+    if (els) {
+      els.forEach((el) => {
+        if (readerMode) {
+          el.classList.add("reader");
+        } else {
+          el.classList.remove("reader");
+        }
+      });
+    }
+  };
+
+  const setReaderModeValue = (val) => {
+    if (window.location.protocol !== "file:") {
+      window.localStorage.setItem("quarto-reader-mode", val);
+    } else {
+      localReaderMode = val;
+    }
+  };
+
+  const isReaderMode = () => {
+    if (window.location.protocol !== "file:") {
+      return window.localStorage.getItem("quarto-reader-mode") === "true";
+    } else {
+      return localReaderMode;
+    }
+  };
+  let localReaderMode = null;
+
+  const tocOpenDepthStr = tocEl?.getAttribute("data-toc-expanded");
+  const tocOpenDepth = tocOpenDepthStr ? Number(tocOpenDepthStr) : 1;
+
+  // Walk the TOC and collapse/expand nodes
+  // Nodes are expanded if:
+  // - they are top level
+  // - they have children that are 'active' links
+  // - they are directly below an link that is 'active'
+  const walk = (el, depth) => {
+    // Tick depth when we enter a UL
+    if (el.tagName === "UL") {
+      depth = depth + 1;
+    }
+
+    // It this is active link
+    let isActiveNode = false;
+    if (el.tagName === "A" && el.classList.contains("active")) {
+      isActiveNode = true;
+    }
+
+    // See if there is an active child to this element
+    let hasActiveChild = false;
+    for (child of el.children) {
+      hasActiveChild = walk(child, depth) || hasActiveChild;
+    }
+
+    // Process the collapse state if this is an UL
+    if (el.tagName === "UL") {
+      if (tocOpenDepth === -1 && depth > 1) {
+        // toc-expand: false
+        el.classList.add("collapse");
+      } else if (
+        depth <= tocOpenDepth ||
+        hasActiveChild ||
+        prevSiblingIsActiveLink(el)
+      ) {
+        el.classList.remove("collapse");
+      } else {
+        el.classList.add("collapse");
+      }
+
+      // untick depth when we leave a UL
+      depth = depth - 1;
+    }
+    return hasActiveChild || isActiveNode;
+  };
+
+  // walk the TOC and expand / collapse any items that should be shown
+  if (tocEl) {
+    updateActiveLink();
+    walk(tocEl, 0);
+  }
+
+  // Throttle the scroll event and walk peridiocally
+  window.document.addEventListener(
+    "scroll",
+    throttle(() => {
+      if (tocEl) {
+        updateActiveLink();
+        walk(tocEl, 0);
+      }
+      if (!isReaderMode()) {
+        hideOverlappedSidebars();
+      }
+    }, 5)
+  );
+  window.addEventListener(
+    "resize",
+    throttle(() => {
+      if (tocEl) {
+        updateActiveLink();
+        walk(tocEl, 0);
+      }
+      if (!isReaderMode()) {
+        hideOverlappedSidebars();
+      }
+    }, 10)
+  );
+  hideOverlappedSidebars();
+  highlightReaderToggle(isReaderMode());
+});
+
+// grouped tabsets
+window.addEventListener("pageshow", (_event) => {
+  function getTabSettings() {
+    const data = localStorage.getItem("quarto-persistent-tabsets-data");
+    if (!data) {
+      localStorage.setItem("quarto-persistent-tabsets-data", "{}");
+      return {};
+    }
+    if (data) {
+      return JSON.parse(data);
+    }
+  }
+
+  function setTabSettings(data) {
+    localStorage.setItem(
+      "quarto-persistent-tabsets-data",
+      JSON.stringify(data)
+    );
+  }
+
+  function setTabState(groupName, groupValue) {
+    const data = getTabSettings();
+    data[groupName] = groupValue;
+    setTabSettings(data);
+  }
+
+  function toggleTab(tab, active) {
+    const tabPanelId = tab.getAttribute("aria-controls");
+    const tabPanel = document.getElementById(tabPanelId);
+    if (active) {
+      tab.classList.add("active");
+      tabPanel.classList.add("active");
+    } else {
+      tab.classList.remove("active");
+      tabPanel.classList.remove("active");
+    }
+  }
+
+  function toggleAll(selectedGroup, selectorsToSync) {
+    for (const [thisGroup, tabs] of Object.entries(selectorsToSync)) {
+      const active = selectedGroup === thisGroup;
+      for (const tab of tabs) {
+        toggleTab(tab, active);
+      }
+    }
+  }
+
+  function findSelectorsToSyncByLanguage() {
+    const result = {};
+    const tabs = Array.from(
+      document.querySelectorAll(`div[data-group] a[id^='tabset-']`)
+    );
+    for (const item of tabs) {
+      const div = item.parentElement.parentElement.parentElement;
+      const group = div.getAttribute("data-group");
+      if (!result[group]) {
+        result[group] = {};
+      }
+      const selectorsToSync = result[group];
+      const value = item.innerHTML;
+      if (!selectorsToSync[value]) {
+        selectorsToSync[value] = [];
+      }
+      selectorsToSync[value].push(item);
+    }
+    return result;
+  }
+
+  function setupSelectorSync() {
+    const selectorsToSync = findSelectorsToSyncByLanguage();
+    Object.entries(selectorsToSync).forEach(([group, tabSetsByValue]) => {
+      Object.entries(tabSetsByValue).forEach(([value, items]) => {
+        items.forEach((item) => {
+          item.addEventListener("click", (_event) => {
+            setTabState(group, value);
+            toggleAll(value, selectorsToSync[group]);
+          });
+        });
+      });
+    });
+    return selectorsToSync;
+  }
+
+  const selectorsToSync = setupSelectorSync();
+  for (const [group, selectedName] of Object.entries(getTabSettings())) {
+    const selectors = selectorsToSync[group];
+    // it's possible that stale state gives us empty selections, so we explicitly check here.
+    if (selectors) {
+      toggleAll(selectedName, selectors);
+    }
+  }
+});
+
+function throttle(func, wait) {
+  let waiting = false;
+  return function () {
+    if (!waiting) {
+      func.apply(this, arguments);
+      waiting = true;
+      setTimeout(function () {
+        waiting = false;
+      }, wait);
+    }
+  };
+}
+
+function nexttick(func) {
+  return setTimeout(func, 0);
+}
diff --git a/new_pages/quarto_files/libs/quarto-html/tippy.css b/new_pages/quarto_files/libs/quarto-html/tippy.css
new file mode 100644
index 00000000..e6ae635c
--- /dev/null
+++ b/new_pages/quarto_files/libs/quarto-html/tippy.css
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/new_pages/quarto_files/libs/quarto-html/tippy.umd.min.js b/new_pages/quarto_files/libs/quarto-html/tippy.umd.min.js
new file mode 100644
index 00000000..ca292be3
--- /dev/null
+++ b/new_pages/quarto_files/libs/quarto-html/tippy.umd.min.js
@@ -0,0 +1,2 @@
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