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Kyle Belanger 2024-08-27 11:43:02 -04:00
parent 5ac3ccf59b
commit 3631ed83eb
28 changed files with 834 additions and 1254 deletions

3
.gitignore vendored
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@ -77,3 +77,6 @@ docs/site/
# committed for packages, but should be committed for applications that require a static
# environment.
Manifest.toml
/_*.local

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@ -190,7 +190,7 @@ window.Quarto = {
<!-- margin-sidebar -->
<div id="quarto-margin-sidebar" class="sidebar margin-sidebar">
<h5 class="quarto-listing-category-title">Categories</h5><div class="quarto-listing-category category-default"><div class="category" data-category="">All <span class="quarto-category-count">(11)</span></div><div class="category" data-category="Distill">Distill <span class="quarto-category-count">(1)</span></div><div class="category" data-category="R">R <span class="quarto-category-count">(1)</span></div><div class="category" data-category="TidyTuesday">TidyTuesday <span class="quarto-category-count">(1)</span></div><div class="category" data-category="dataViz">dataViz <span class="quarto-category-count">(1)</span></div><div class="category" data-category="tidytuesday">tidytuesday <span class="quarto-category-count">(1)</span></div></div></div>
<h5 class="quarto-listing-category-title">Categories</h5><div class="quarto-listing-category category-default"><div class="category" data-category="">All <span class="quarto-category-count">(12)</span></div><div class="category" data-category="Distill">Distill <span class="quarto-category-count">(1)</span></div><div class="category" data-category="Julia">Julia <span class="quarto-category-count">(1)</span></div><div class="category" data-category="R">R <span class="quarto-category-count">(1)</span></div><div class="category" data-category="TidyTuesday">TidyTuesday <span class="quarto-category-count">(1)</span></div><div class="category" data-category="dataViz">dataViz <span class="quarto-category-count">(2)</span></div><div class="category" data-category="tidytuesday">tidytuesday <span class="quarto-category-count">(1)</span></div></div></div>
<!-- main -->
<main class="content quarto-banner-title-block column-page-left" id="quarto-document-content">
@ -204,7 +204,43 @@ window.Quarto = {
<div class="quarto-listing quarto-listing-container-default" id="listing-listing">
<div class="list quarto-listing-default">
<div class="quarto-post image-right" data-index="0" data-categories="tidytuesday,R,dataViz" data-listing-date-sort="1717819200000" data-listing-file-modified-sort="1717849238082" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="4" data-listing-word-count-sort="605">
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<div class="thumbnail">
<p><a href="./posts/2024-08-09-learning-Julia/index.html" class="no-external"></a></p><a href="./posts/2024-08-09-learning-Julia/index.html" class="no-external">
<p class="card-img-top"><img src="posts\2024-08-09-learning-Julia\index_files\figure-html\cell-7-output-1.svg" class="thumbnail-image card-img"/></p>
</a><p><a href="./posts/2024-08-09-learning-Julia/index.html" class="no-external"></a></p>
</div>
<div class="body">
<h3 class="no-anchor listing-title">
<a href="./posts/2024-08-09-learning-Julia/index.html" class="no-external">Learning Julia by WebScraping Amtrak Data</a>
</h3>
<div class="listing-subtitle">
<a href="./posts/2024-08-09-learning-Julia/index.html" class="no-external"></a>
</div>
<div class="listing-categories">
<div class="listing-category" onclick="window.quartoListingCategory('Julia'); return false;">
Julia
</div>
<div class="listing-category" onclick="window.quartoListingCategory('dataViz'); return false;">
dataViz
</div>
</div>
<div class="listing-description">
<a href="./posts/2024-08-09-learning-Julia/index.html" class="no-external">Recently two things happened quite close together that started me on the journey to this post.</a>
</div>
</div>
<div class="metadata">
<a href="./posts/2024-08-09-learning-Julia/index.html" class="no-external">
<div class="listing-date">
Aug 27, 2024
</div>
<div class="listing-author">
Kyle Belanger
</div>
</a>
</div>
</div>
<div class="quarto-post image-right" data-index="1" data-categories="tidytuesday,R,dataViz" data-listing-date-sort="1717819200000" data-listing-file-modified-sort="1724773010389" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="4" data-listing-word-count-sort="687">
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@ -243,7 +279,7 @@ Kyle Belanger
</a>
</div>
</div>
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<div class="thumbnail">
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<div class="listing-item-img-placeholder card-img-top" >&nbsp;</div>
@ -271,7 +307,7 @@ Kyle Belanger
</a>
</div>
</div>
<div class="quarto-post image-right" data-index="2" data-categories="TidyTuesday" data-listing-date-sort="1614315600000" data-listing-file-modified-sort="1715274259533" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="12" data-listing-word-count-sort="2346">
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<p><a href="./posts/2021-02-26_tidytuesday-hbcu-enrollment/tidytuesday-2021-week-6-hbcu-enrolment.html" class="no-external"></a></p><a href="./posts/2021-02-26_tidytuesday-hbcu-enrollment/tidytuesday-2021-week-6-hbcu-enrolment.html" class="no-external">
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@ -304,7 +340,7 @@ Kyle Belanger
</a>
</div>
</div>
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<p><a href="./posts/2021-01-12_blogdown-to-distill/creating-a-distill-blog.html" class="no-external"></a></p><a href="./posts/2021-01-12_blogdown-to-distill/creating-a-distill-blog.html" class="no-external">
<div class="listing-item-img-placeholder card-img-top" >&nbsp;</div>
@ -337,7 +373,7 @@ Kyle Belanger
</a>
</div>
</div>
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<div class="thumbnail">
<p><a href="./posts/2020-07-25_diabetes-data-collection-and-cleaning/diabetes-in-rural-north-carolina-data-collection-and-cleaning.html" class="no-external"></a></p><a href="./posts/2020-07-25_diabetes-data-collection-and-cleaning/diabetes-in-rural-north-carolina-data-collection-and-cleaning.html" class="no-external">
<p class="card-img-top"><img src="posts\2020-07-25_diabetes-data-collection-and-cleaning\data-cleaning.png" class="thumbnail-image card-img"/></p>
@ -365,7 +401,7 @@ Kyle Belanger
</a>
</div>
</div>
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<div class="thumbnail">
<p><a href="./posts/2020-06-25_diabetes-prevalence-in-nc/diabetes-in-rural-north-carolina-exploring-prevalence-trends.html" class="no-external"></a></p><a href="./posts/2020-06-25_diabetes-prevalence-in-nc/diabetes-in-rural-north-carolina-exploring-prevalence-trends.html" class="no-external">
<p class="card-img-top"><img src="posts\2020-06-25_diabetes-prevalence-in-nc\diabetes-in-rural-north-carolina-exploring-prevalence-trends_files\figure-html\o-g1-1.png" class="thumbnail-image card-img"/></p>
@ -393,7 +429,7 @@ Kyle Belanger
</a>
</div>
</div>
<div class="quarto-post image-right" data-index="6" data-listing-date-sort="1592798400000" data-listing-file-modified-sort="1715274259523" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="3" data-listing-word-count-sort="534">
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<div class="thumbnail">
<p><a href="./posts/2020-06-22_excel-data-multiple-headers/importing-excel-data-with-multiple-header-rows.html" class="no-external"></a></p><a href="./posts/2020-06-22_excel-data-multiple-headers/importing-excel-data-with-multiple-header-rows.html" class="no-external">
<p class="card-img-top"><img src="posts\2020-06-22_excel-data-multiple-headers\example_data_img1.png" alt="image of example data" class="thumbnail-image card-img"/></p>
@ -421,7 +457,7 @@ Kyle Belanger
</a>
</div>
</div>
<div class="quarto-post image-right" data-index="7" data-listing-date-sort="1581570000000" data-listing-file-modified-sort="1715274259519" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="11" data-listing-word-count-sort="2089">
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<div class="thumbnail">
<p><a href="./posts/2020-02-13_basic-who-TB-data/basic-exploration-of-who-tuberculosis-data.html" class="no-external"></a></p><a href="./posts/2020-02-13_basic-who-TB-data/basic-exploration-of-who-tuberculosis-data.html" class="no-external">
<p class="card-img-top"><img src="posts\2020-02-13_basic-who-TB-data\basic-exploration-of-who-tuberculosis-data_files\figure-html\unnamed-chunk-5-1.png" class="thumbnail-image card-img"/></p>
@ -449,7 +485,7 @@ Kyle Belanger
</a>
</div>
</div>
<div class="quarto-post image-right" data-index="8" data-listing-date-sort="1581310800000" data-listing-file-modified-sort="1715274259501" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="8" data-listing-word-count-sort="1470">
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<div class="thumbnail">
<p><a href="./posts/2020-02-10_line-graphs-and-interactivity/line-graphs-and-interactivity.html" class="no-external"></a></p><a href="./posts/2020-02-10_line-graphs-and-interactivity/line-graphs-and-interactivity.html" class="no-external">
<p class="card-img-top"><img src="posts\2020-02-10_line-graphs-and-interactivity\flu_surveillance.png" alt="Example Line Graph" class="thumbnail-image card-img"/></p>
@ -477,7 +513,7 @@ Kyle Belanger
</a>
</div>
</div>
<div class="quarto-post image-right" data-index="9" data-listing-date-sort="1580274000000" data-listing-file-modified-sort="1715274259493" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="3" data-listing-word-count-sort="574">
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<div class="thumbnail">
<p><a href="./posts/2020-01-29_facets-and-humility/facets-and-a-lesson-in-humility.html" class="no-external"></a></p><a href="./posts/2020-01-29_facets-and-humility/facets-and-a-lesson-in-humility.html" class="no-external">
<p class="card-img-top"><img src="posts\2020-01-29_facets-and-humility\WHO_LIFE.png" class="thumbnail-image card-img"/></p>
@ -505,7 +541,7 @@ Kyle Belanger
</a>
</div>
</div>
<div class="quarto-post image-right" data-index="10" data-listing-date-sort="1579842000000" data-listing-file-modified-sort="1715274259489" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="2" data-listing-word-count-sort="356">
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<div class="thumbnail">
<p><a href="./posts/2020-01-04_my-start-to-r/my-start-to-r.html" class="no-external"></a></p><a href="./posts/2020-01-04_my-start-to-r/my-start-to-r.html" class="no-external">
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@ -2,12 +2,12 @@
<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
<meta charset="utf-8">
<meta name="generator" content="quarto-1.4.553">
<meta name="generator" content="quarto-1.5.56">
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
<title>Kyle Belanger - About</title>
<title>About Kyle Belanger</title>
<style>
code{white-space: pre-wrap;}
span.smallcaps{font-variant: small-caps;}
@ -82,7 +82,7 @@ ul.task-list li input[type="checkbox"] {
</a>
</div>
<div id="quarto-search" class="" title="Search"></div>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarCollapse" aria-controls="navbarCollapse" aria-expanded="false" aria-label="Toggle navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarCollapse" aria-controls="navbarCollapse" role="menu" aria-expanded="false" aria-label="Toggle navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarCollapse">
@ -113,7 +113,7 @@ ul.task-list li input[type="checkbox"] {
<!-- margin-sidebar -->
<!-- main -->
<div class="quarto-about-broadside column-page content">
<div class="quarto-about-broadside column-page">
<div class="about-main">
<div class="about-entity" style="background-image: url('kyle.jpg')"></div>
<div class="about-contents"><header id="title-block-header" class="quarto-title-block default">
@ -187,18 +187,7 @@ window.document.addEventListener("DOMContentLoaded", function (event) {
}
return false;
}
const clipboard = new window.ClipboardJS('.code-copy-button', {
text: function(trigger) {
const codeEl = trigger.previousElementSibling.cloneNode(true);
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childEl.remove();
}
}
return codeEl.innerText;
}
});
clipboard.on('success', function(e) {
const onCopySuccess = function(e) {
// button target
const button = e.trigger;
// don't keep focus
@ -230,7 +219,29 @@ window.document.addEventListener("DOMContentLoaded", function (event) {
}, 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)) {
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}
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return codeEl.innerText;
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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);
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var filterRegex = new RegExp('/' + window.location.host + '/');
@ -238,7 +249,7 @@ window.document.addEventListener("DOMContentLoaded", function (event) {
return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
}
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View file

@ -2,6 +2,7 @@
{
"listing": "/blog.html",
"items": [
"/posts/2024-08-09-learning-Julia/index.html",
"/posts/2024-05-15-US-NHL-Birthrate/index.html",
"/posts/2023-10-12_DHSC_Capstone/index.html",
"/posts/2021-02-26_tidytuesday-hbcu-enrollment/tidytuesday-2021-week-6-hbcu-enrolment.html",

View file

@ -2,14 +2,14 @@
<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
<meta charset="utf-8">
<meta name="generator" content="quarto-1.4.553">
<meta name="generator" content="quarto-1.5.56">
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
<meta name="author" content="Kyle Belanger">
<meta name="dcterms.date" content="2020-01-24">
<title>Kyle Belanger - My Start to R</title>
<title>My Start to R Kyle Belanger</title>
<style>
code{white-space: pre-wrap;}
span.smallcaps{font-variant: small-caps;}
@ -35,7 +35,7 @@ div.sourceCode { overflow: auto; }
}
@media print {
pre > code.sourceCode { white-space: pre-wrap; }
pre > code.sourceCode > span { text-indent: -5em; padding-left: 5em; }
pre > code.sourceCode > span { display: inline-block; text-indent: -5em; padding-left: 5em; }
}
pre.numberSource code
{ counter-reset: source-line 0; }
@ -119,7 +119,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
</a>
</div>
<div id="quarto-search" class="" title="Search"></div>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarCollapse" aria-controls="navbarCollapse" aria-expanded="false" aria-label="Toggle navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarCollapse" aria-controls="navbarCollapse" role="menu" aria-expanded="false" aria-label="Toggle navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarCollapse">
@ -191,7 +191,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
</nav>
<div id="quarto-sidebar-glass" class="quarto-sidebar-collapse-item" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item"></div>
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<div id="quarto-margin-sidebar" class="sidebar margin-sidebar">
<div id="quarto-margin-sidebar" class="sidebar margin-sidebar zindex-bottom">
</div>
<!-- main -->
<main class="content quarto-banner-title-block" id="quarto-document-content">
@ -311,18 +311,7 @@ window.document.addEventListener("DOMContentLoaded", function (event) {
}
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
@ -354,7 +343,29 @@ window.document.addEventListener("DOMContentLoaded", function (event) {
}, 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;
}
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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,
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});
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return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
}
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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)');
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const link = links[i];
if (!isInternal(link.href)) {

View file

@ -2,14 +2,14 @@
<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
<meta charset="utf-8">
<meta name="generator" content="quarto-1.4.553">
<meta name="generator" content="quarto-1.5.56">
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
<meta name="author" content="Kyle Belanger">
<meta name="dcterms.date" content="2020-01-29">
<title>Kyle Belanger - Facets and a Lesson in Humility</title>
<title>Facets and a Lesson in Humility Kyle Belanger</title>
<style>
code{white-space: pre-wrap;}
span.smallcaps{font-variant: small-caps;}
@ -35,7 +35,7 @@ div.sourceCode { overflow: auto; }
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{ counter-reset: source-line 0; }
@ -119,7 +119,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
</a>
</div>
<div id="quarto-search" class="" title="Search"></div>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarCollapse" aria-controls="navbarCollapse" aria-expanded="false" aria-label="Toggle navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarCollapse" aria-controls="navbarCollapse" role="menu" aria-expanded="false" aria-label="Toggle navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarCollapse">
@ -190,7 +190,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
</nav>
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<div id="quarto-margin-sidebar" class="sidebar margin-sidebar zindex-bottom">
</div>
<!-- main -->
<main class="content quarto-banner-title-block" id="quarto-document-content">
@ -325,18 +325,7 @@ window.document.addEventListener("DOMContentLoaded", function (event) {
}
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) {
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// button target
const button = e.trigger;
// don't keep focus
@ -368,7 +357,29 @@ window.document.addEventListener("DOMContentLoaded", function (event) {
}, 1000);
// clear code selection
e.clearSelection();
}
const getTextToCopy = function(trigger) {
const codeEl = trigger.previousElementSibling.cloneNode(true);
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if (isCodeAnnotation(childEl)) {
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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')
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@ -376,7 +387,7 @@ window.document.addEventListener("DOMContentLoaded", function (event) {
return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
}
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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)');
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const link = links[i];
if (!isInternal(link.href)) {

View file

@ -2,14 +2,14 @@
<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
<meta charset="utf-8">
<meta name="generator" content="quarto-1.4.553">
<meta name="generator" content="quarto-1.5.56">
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
<meta name="author" content="Kyle Belanger">
<meta name="dcterms.date" content="2020-02-10">
<title>Kyle Belanger - Line Graphs and Interactivity</title>
<title>Line Graphs and Interactivity Kyle Belanger</title>
<style>
code{white-space: pre-wrap;}
span.smallcaps{font-variant: small-caps;}
@ -35,7 +35,7 @@ div.sourceCode { overflow: auto; }
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@media print {
pre > code.sourceCode { white-space: pre-wrap; }
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pre.numberSource code
{ counter-reset: source-line 0; }
@ -137,7 +137,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
</a>
</div>
<div id="quarto-search" class="" title="Search"></div>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarCollapse" aria-controls="navbarCollapse" aria-expanded="false" aria-label="Toggle navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarCollapse" aria-controls="navbarCollapse" role="menu" aria-expanded="false" aria-label="Toggle navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarCollapse">
@ -209,7 +209,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
</nav>
<div id="quarto-sidebar-glass" class="quarto-sidebar-collapse-item" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item"></div>
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<div id="quarto-margin-sidebar" class="sidebar margin-sidebar zindex-bottom">
</div>
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<main class="content quarto-banner-title-block" id="quarto-document-content">
@ -354,8 +354,8 @@ $ fiscal_year &lt;fct&gt; 2013, 2013, 2013, 2013, 2
<span id="cb8-19"><a href="#cb8-19" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb8-20"><a href="#cb8-20" aria-hidden="true" tabindex="-1"></a>g2</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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}
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
@ -450,7 +439,29 @@ window.document.addEventListener("DOMContentLoaded", function (event) {
}, 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);
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var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
var mailtoRegex = new RegExp(/^mailto:/);
var filterRegex = new RegExp('/' + window.location.host + '/');
@ -458,7 +469,7 @@ window.document.addEventListener("DOMContentLoaded", function (event) {
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)');
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const link = links[i];
if (!isInternal(link.href)) {

View file

@ -2,14 +2,14 @@
<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
<meta charset="utf-8">
<meta name="generator" content="quarto-1.4.553">
<meta name="generator" content="quarto-1.5.56">
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
<meta name="author" content="Kyle Belanger">
<meta name="dcterms.date" content="2020-02-13">
<title>Kyle Belanger - Basic Exploration of WHO Tuberculosis Data</title>
<title>Basic Exploration of WHO Tuberculosis Data Kyle Belanger</title>
<style>
code{white-space: pre-wrap;}
span.smallcaps{font-variant: small-caps;}
@ -35,7 +35,7 @@ div.sourceCode { overflow: auto; }
}
@media print {
pre > code.sourceCode { white-space: pre-wrap; }
pre > code.sourceCode > span { text-indent: -5em; padding-left: 5em; }
pre > code.sourceCode > span { display: inline-block; text-indent: -5em; padding-left: 5em; }
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{ counter-reset: source-line 0; }
@ -119,7 +119,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
</a>
</div>
<div id="quarto-search" class="" title="Search"></div>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarCollapse" aria-controls="navbarCollapse" aria-expanded="false" aria-label="Toggle navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarCollapse" aria-controls="navbarCollapse" role="menu" aria-expanded="false" aria-label="Toggle navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarCollapse">
@ -201,7 +201,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
</nav>
<div id="quarto-sidebar-glass" class="quarto-sidebar-collapse-item" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item"></div>
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<div id="quarto-margin-sidebar" class="sidebar margin-sidebar zindex-bottom">
</div>
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<main class="content quarto-banner-title-block" id="quarto-document-content">
@ -543,18 +543,7 @@ window.document.addEventListener("DOMContentLoaded", function (event) {
}
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
@ -586,7 +575,29 @@ window.document.addEventListener("DOMContentLoaded", function (event) {
}, 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')
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<meta charset="utf-8">
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<meta name="generator" content="quarto-1.5.56">
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
<meta name="author" content="Kyle Belanger">
<meta name="dcterms.date" content="2020-06-22">
<title>Kyle Belanger - Importing Excel Data with Multiple Header Rows</title>
<title>Importing Excel Data with Multiple Header Rows Kyle Belanger</title>
<style>
code{white-space: pre-wrap;}
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@ -35,7 +35,7 @@ div.sourceCode { overflow: auto; }
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@ -119,7 +119,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
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<span class="navbar-toggler-icon"></span>
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<div class="collapse navbar-collapse" id="navbarCollapse">
@ -200,7 +200,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
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@ -471,7 +460,29 @@ window.document.addEventListener("DOMContentLoaded", function (event) {
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@ -479,7 +490,7 @@ window.document.addEventListener("DOMContentLoaded", function (event) {
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<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
<meta charset="utf-8">
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<meta name="generator" content="quarto-1.5.56">
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<meta name="author" content="Kyle Belanger">
<meta name="dcterms.date" content="2020-06-25">
<title>Kyle Belanger - Diabetes in Rural North Carolina : Exploring Prevalence Trends</title>
<title>Diabetes in Rural North Carolina : Exploring Prevalence Trends Kyle Belanger</title>
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@ -223,7 +223,7 @@ div.csl-indent {
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@ -652,7 +652,7 @@ div.csl-indent {
</section>
<section id="by-county---geographical" class="level1 page-columns page-full">
<h1>By County - Geographical</h1>
<p>County level data first became available in 2004, three years of data is used to arrive at these estimates. For example, the 2006 estimates were computed using the data from 2005, 2006, and 2007 BRFS survey rounds. The county-level estimates were based on indirect model-dependent estimates using Bayesian multilevel modeling techniques<span class="citation" data-cites="Rao2003 Barker2013">(<a href="#ref-Rao2003" role="doc-biblioref">JNK, 2003</a> ; <a href="#ref-Barker2013" role="doc-biblioref">Barker et al., 2013</a>)</span>. This model-dependent approach employs a statistical model that “borrows strength” in making an estimate for one county from BRFSS data collected in other counties and states. Multilevel Binomial regression models with random effects of demographic variables (age 20-44, 45-64, &gt;=65; race/ethnicity; sex) at the county-level were developed. Estimates were adjusted for age to the 2000 US standard population using age groups of 20-44, 45-64, and 65 or older<span class="citation" data-cites="Klein2001">(<a href="#ref-Klein2001" role="doc-biblioref">Klein &amp; Schoenborn, 2001</a>)</span>.</p>
<p>County level data first became available in 2004, three years of data is used to arrive at these estimates. For example, the 2006 estimates were computed using the data from 2005, 2006, and 2007 BRFS survey rounds. The county-level estimates were based on indirect model-dependent estimates using Bayesian multilevel modeling techniques<span class="citation" data-cites="Rao2003 Barker2013">(<a href="#ref-Barker2013" role="doc-biblioref">Barker et al., 2013</a>; <a href="#ref-Rao2003" role="doc-biblioref">JNK, 2003</a>)</span>. This model-dependent approach employs a statistical model that “borrows strength” in making an estimate for one county from BRFSS data collected in other counties and states. Multilevel Binomial regression models with random effects of demographic variables (age 20-44, 45-64, &gt;=65; race/ethnicity; sex) at the county-level were developed. Estimates were adjusted for age to the 2000 US standard population using age groups of 20-44, 45-64, and 65 or older<span class="citation" data-cites="Klein2001">(<a href="#ref-Klein2001" role="doc-biblioref">Klein &amp; Schoenborn, 2001</a>)</span>.</p>
<div class="cell">
<details class="code-fold">
<summary>Code</summary>
@ -928,7 +928,7 @@ Environment <span class="glyphicon glyphicon-plus-sign"></span>
<div class="cell-output cell-output-stdout">
<pre><code>─ Session info ───────────────────────────────────────────────────────────────
setting value
version R version 4.3.3 (2024-02-29 ucrt)
version R version 4.4.1 (2024-06-14 ucrt)
os Windows 11 x64 (build 22621)
system x86_64, mingw32
ui RTerm
@ -936,131 +936,130 @@ Environment <span class="glyphicon glyphicon-plus-sign"></span>
collate English_United States.utf8
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tz America/New_York
date 2024-06-08
date 2024-08-27
pandoc 3.2 @ C:/Users/belangew/AppData/Local/Pandoc/ (via rmarkdown)
─ Packages ───────────────────────────────────────────────────────────────────
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──────────────────────────────────────────────────────────────────────────────</code></pre>
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@ -2,14 +2,14 @@
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<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
<meta name="author" content="Kyle Belanger">
<meta name="dcterms.date" content="2020-07-25">
<title>Kyle Belanger - Diabetes in Rural North Carolina : Data Collection and Cleaning</title>
<title>Diabetes in Rural North Carolina : Data Collection and Cleaning Kyle Belanger</title>
<style>
code{white-space: pre-wrap;}
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@ -89,7 +89,7 @@ ul.task-list li input[type="checkbox"] {
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<div class="collapse navbar-collapse" id="navbarCollapse">
@ -166,7 +166,7 @@ ul.task-list li input[type="checkbox"] {
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@ -188,8 +188,7 @@ ul.task-list li input[type="checkbox"] {
<hr>
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<thead>
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@ -228,7 +227,6 @@ ul.task-list li input[type="checkbox"] {
</table>
</div>
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</div>
</section>
@ -238,8 +236,7 @@ ul.task-list li input[type="checkbox"] {
<p>View greeter script <a href="https://github.com/mmmmtoasty19/nc-diabetes-epidemic-2020/blob/master/manipulation/publish/0-greeter-census-rural-housing.md">here</a></p>
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@ -295,7 +292,6 @@ ul.task-list li input[type="checkbox"] {
</table>
</div>
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@ -305,8 +301,7 @@ ul.task-list li input[type="checkbox"] {
<p>View greeter script <a href="https://github.com/mmmmtoasty19/nc-diabetes-epidemic-2020/blob/master/manipulation/publish/0-greeter-county-rankings-national.md">here</a></p>
<div class="cell">
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<caption>County Health Rankings Sources</caption>
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@ -352,14 +347,12 @@ ul.task-list li input[type="checkbox"] {
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<caption>County Risk Factors Data Set</caption>
<thead>
<tr class="header">
@ -442,7 +435,6 @@ ul.task-list li input[type="checkbox"] {
</table>
</div>
</div>
</div>
</section>
@ -452,9 +444,8 @@ ul.task-list li input[type="checkbox"] {
<p>View greeter script <a href="https://github.com/mmmmtoasty19/nc-diabetes-epidemic-2020/blob/master/manipulation/publish/0-greeter-us-county-population-estimates.md">here</a></p>
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<table class="table table-sm table-striped small" data-quarto-postprocess="true">
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@ -807,7 +798,6 @@ ul.task-list li input[type="checkbox"] {
</table>
</div>
</div>
</div>
</div>
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@ -817,8 +807,7 @@ ul.task-list li input[type="checkbox"] {
<p>View greeter script <a href="https://github.com/mmmmtoasty19/nc-diabetes-epidemic-2020/blob/master/manipulation/publish/0-greeter-us-diabetes.md">here</a></p>
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text: function(trigger) {
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for (const childEl of codeEl.children) {
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childEl.remove();
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return codeEl.innerText;
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<meta name="generator" content="quarto-1.5.56">
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
<meta name="author" content="Kyle Belanger">
<meta name="dcterms.date" content="2021-01-12">
<title>Kyle Belanger - Converting From Blogdown to Distill</title>
<title>Converting From Blogdown to Distill Kyle Belanger</title>
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code{white-space: pre-wrap;}
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}, 1000);
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e.clearSelection();
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text: getTextToCopy,
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<title>TidyTuesday 2021 Week 6: HBCU Enrollment Kyle Belanger</title>
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<h1 class="title">Making Maps in R</h1>
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<p><a href="https://kyleb.rbind.io/">Kyle Belanger</a> </p>
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<p class="date">July 28, 2022</p>
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<p>Distill is a publication format for scientific and technical writing, native to the web.</p>
<p>Learn more about using Distill at <a href="https://rstudio.github.io/distill" class="uri">https://rstudio.github.io/distill</a>.</p>
<div id="quarto-appendix" class="default"><section class="quarto-appendix-contents" id="quarto-reuse"><h2 class="anchored quarto-appendix-heading">Reuse</h2><div class="quarto-appendix-contents"><div><a rel="license" href="https://creativecommons.org/licenses/by/4.0/">CC BY 4.0</a></div></div></section><section class="quarto-appendix-contents" id="quarto-citation"><h2 class="anchored quarto-appendix-heading">Citation</h2><div><div class="quarto-appendix-secondary-label">BibTeX citation:</div><pre class="sourceCode code-with-copy quarto-appendix-bibtex"><code class="sourceCode bibtex">@online{belanger2022,
author = {Belanger, Kyle},
title = {Making {Maps} in {R}},
date = {2022-07-28},
langid = {en}
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Belanger, Kyle. 2022. <span>“Making Maps in R.”</span> July 28, 2022.
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<title>Kyle Belanger - Reflex Testing using Machine Learning in the Clinical Laboratory</title>
<title>Reflex Testing using Machine Learning in the Clinical Laboratory Kyle Belanger</title>
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<meta name="description" content="Inspired by TidyTuesday Week 2 - 2024 dataset about Candian Players, lets look at the same anaylyis for American Born Players">
<title>Kyle Belanger - Does a US Born Players Birthdate affect their shot at the NHL</title>
<title>Does a US Born Players Birthdate affect their shot at the NHL Kyle Belanger</title>
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@ -248,8 +248,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
<span id="cb2-14"><a href="#cb2-14" aria-hidden="true" tabindex="-1"></a> kableExtra<span class="sc">::</span><span class="fu">kbl</span>() <span class="sc">%&gt;%</span></span>
<span id="cb2-15"><a href="#cb2-15" aria-hidden="true" tabindex="-1"></a> kableExtra<span class="sc">::</span><span class="fu">kable_styling</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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@ -348,7 +347,6 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
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@ -356,6 +354,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
<section id="hockey-data" class="level2">
<h2 class="anchored" data-anchor-id="hockey-data">Hockey Data</h2>
<p>While I wish I could sit and type out how I sat and figured out the complexity of the NHL Stats API and how to bring it into R. In reality I took a great guide, that being Jlaws post, and tweaked what I needed. Instead of Canadian players, I pulled out just the US Born players and their birth dates. I did also pull out positions to see if that will make any sort of difference. What pulls out of the NHL API has a ton of great details and I look forward to diving into what is available to see what kind of graphics can be built.</p>
<p><strong>08/27/2024 Update</strong> Due to the the Coyotes moving to Utah, I had to edit the code slightly to adjust for this. When gathering the active roster data the API was returning a blank response. This was causing Tidyr Hoist to fail because it could not pull the columns from the nested data frame. I added a check to see if the data frame is empty and if it is, then I return an empty data frame and skip this step.</p>
<div class="cell">
<div class="sourceCode cell-code" id="cb3"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a>teams <span class="ot">&lt;-</span> httr<span class="sc">::</span><span class="fu">GET</span>(<span class="st">"https://api.nhle.com/stats/rest/en/team"</span>) <span class="sc">%&gt;%</span></span>
<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a> httr<span class="sc">::</span><span class="fu">content</span>() <span class="sc">%&gt;%</span></span>
@ -364,30 +363,35 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
<span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a> tidyr<span class="sc">::</span><span class="fu">unnest_wider</span>(data)</span>
<span id="cb3-6"><a href="#cb3-6" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb3-7"><a href="#cb3-7" aria-hidden="true" tabindex="-1"></a>get_roster <span class="ot">&lt;-</span> <span class="cf">function</span>(team){</span>
<span id="cb3-8"><a href="#cb3-8" aria-hidden="true" tabindex="-1"></a> httr<span class="sc">::</span><span class="fu">GET</span>(glue<span class="sc">::</span><span class="fu">glue</span>(<span class="st">"https://api-web.nhle.com/v1/roster/{team}/20232024"</span>)) <span class="sc">%&gt;%</span></span>
<span id="cb3-8"><a href="#cb3-8" aria-hidden="true" tabindex="-1"></a> df <span class="ot">&lt;-</span> httr<span class="sc">::</span><span class="fu">GET</span>(glue<span class="sc">::</span><span class="fu">glue</span>(<span class="st">"https://api-web.nhle.com/v1/roster/{team}/20232024"</span>)) <span class="sc">%&gt;%</span></span>
<span id="cb3-9"><a href="#cb3-9" aria-hidden="true" tabindex="-1"></a> httr<span class="sc">::</span><span class="fu">content</span>() <span class="sc">%&gt;%</span></span>
<span id="cb3-10"><a href="#cb3-10" aria-hidden="true" tabindex="-1"></a> purrr<span class="sc">::</span><span class="fu">flatten</span>() <span class="sc">%&gt;%</span></span>
<span id="cb3-11"><a href="#cb3-11" aria-hidden="true" tabindex="-1"></a> tibble<span class="sc">::</span><span class="fu">tibble</span>(<span class="at">data =</span> .) <span class="sc">%&gt;%</span></span>
<span id="cb3-12"><a href="#cb3-12" aria-hidden="true" tabindex="-1"></a> tidyr<span class="sc">::</span><span class="fu">hoist</span>(</span>
<span id="cb3-13"><a href="#cb3-13" aria-hidden="true" tabindex="-1"></a> <span class="at">.col =</span> <span class="st">"data"</span></span>
<span id="cb3-14"><a href="#cb3-14" aria-hidden="true" tabindex="-1"></a> , <span class="st">"firstName"</span> <span class="ot">=</span> <span class="fu">list</span>(<span class="st">"firstName"</span>, <span class="dv">1</span>L)</span>
<span id="cb3-15"><a href="#cb3-15" aria-hidden="true" tabindex="-1"></a> , <span class="st">"lastName"</span> <span class="ot">=</span> <span class="fu">list</span>(<span class="st">"lastName"</span>, <span class="dv">1</span>L)</span>
<span id="cb3-16"><a href="#cb3-16" aria-hidden="true" tabindex="-1"></a> , <span class="st">"positionCode"</span></span>
<span id="cb3-17"><a href="#cb3-17" aria-hidden="true" tabindex="-1"></a> , <span class="st">"birthDate"</span></span>
<span id="cb3-18"><a href="#cb3-18" aria-hidden="true" tabindex="-1"></a> , <span class="st">"birthCountry"</span></span>
<span id="cb3-19"><a href="#cb3-19" aria-hidden="true" tabindex="-1"></a> )</span>
<span id="cb3-20"><a href="#cb3-20" aria-hidden="true" tabindex="-1"></a>}</span>
<span id="cb3-21"><a href="#cb3-21" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb3-22"><a href="#cb3-22" aria-hidden="true" tabindex="-1"></a>usa_roster <span class="ot">&lt;-</span> purrr<span class="sc">::</span><span class="fu">map</span>(teams<span class="sc">$</span>triCode, get_roster) <span class="sc">%&gt;%</span></span>
<span id="cb3-23"><a href="#cb3-23" aria-hidden="true" tabindex="-1"></a> purrr<span class="sc">::</span><span class="fu">list_rbind</span>() <span class="sc">%&gt;%</span></span>
<span id="cb3-24"><a href="#cb3-24" aria-hidden="true" tabindex="-1"></a> dplyr<span class="sc">::</span><span class="fu">filter</span>(<span class="sc">!</span><span class="fu">is.na</span>(firstName)) <span class="sc">%&gt;%</span></span>
<span id="cb3-25"><a href="#cb3-25" aria-hidden="true" tabindex="-1"></a> dplyr<span class="sc">::</span><span class="fu">filter</span>(birthCountry <span class="sc">==</span> <span class="st">"USA"</span>) <span class="sc">%&gt;%</span></span>
<span id="cb3-26"><a href="#cb3-26" aria-hidden="true" tabindex="-1"></a> dplyr<span class="sc">::</span><span class="fu">mutate</span>(</span>
<span id="cb3-27"><a href="#cb3-27" aria-hidden="true" tabindex="-1"></a> <span class="at">mob =</span> lubridate<span class="sc">::</span><span class="fu">month</span>(lubridate<span class="sc">::</span><span class="fu">ymd</span>(birthDate), <span class="at">label =</span> <span class="cn">TRUE</span>, <span class="at">abbr =</span> <span class="cn">FALSE</span>)</span>
<span id="cb3-28"><a href="#cb3-28" aria-hidden="true" tabindex="-1"></a> , <span class="at">mob_id =</span> lubridate<span class="sc">::</span><span class="fu">month</span>(lubridate<span class="sc">::</span><span class="fu">ymd</span>(birthDate))</span>
<span id="cb3-29"><a href="#cb3-29" aria-hidden="true" tabindex="-1"></a> ) <span class="sc">%&gt;%</span></span>
<span id="cb3-30"><a href="#cb3-30" aria-hidden="true" tabindex="-1"></a> dplyr<span class="sc">::</span><span class="fu">count</span>(mob_id, mob, <span class="at">name =</span> <span class="st">"players"</span>) <span class="sc">%&gt;%</span></span>
<span id="cb3-31"><a href="#cb3-31" aria-hidden="true" tabindex="-1"></a> dplyr<span class="sc">::</span><span class="fu">mutate</span>(<span class="at">player_pct =</span> players <span class="sc">/</span> <span class="fu">sum</span>(players))</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<span id="cb3-11"><a href="#cb3-11" aria-hidden="true" tabindex="-1"></a> tibble<span class="sc">::</span><span class="fu">tibble</span>(<span class="at">data =</span> .)</span>
<span id="cb3-12"><a href="#cb3-12" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb3-13"><a href="#cb3-13" aria-hidden="true" tabindex="-1"></a> <span class="cf">if</span> (<span class="sc">!</span><span class="fu">nrow</span>(df) <span class="sc">==</span> <span class="dv">0</span>) {</span>
<span id="cb3-14"><a href="#cb3-14" aria-hidden="true" tabindex="-1"></a> df <span class="ot">&lt;-</span> df <span class="sc">|&gt;</span></span>
<span id="cb3-15"><a href="#cb3-15" aria-hidden="true" tabindex="-1"></a> tidyr<span class="sc">::</span><span class="fu">hoist</span>(</span>
<span id="cb3-16"><a href="#cb3-16" aria-hidden="true" tabindex="-1"></a> <span class="at">.col =</span> <span class="st">"data"</span></span>
<span id="cb3-17"><a href="#cb3-17" aria-hidden="true" tabindex="-1"></a> , <span class="st">"firstName"</span> <span class="ot">=</span> <span class="fu">list</span>(<span class="st">"firstName"</span>, <span class="dv">1</span>L)</span>
<span id="cb3-18"><a href="#cb3-18" aria-hidden="true" tabindex="-1"></a> , <span class="st">"lastName"</span> <span class="ot">=</span> <span class="fu">list</span>(<span class="st">"lastName"</span>, <span class="dv">1</span>L)</span>
<span id="cb3-19"><a href="#cb3-19" aria-hidden="true" tabindex="-1"></a> , <span class="st">"positionCode"</span></span>
<span id="cb3-20"><a href="#cb3-20" aria-hidden="true" tabindex="-1"></a> , <span class="st">"birthDate"</span></span>
<span id="cb3-21"><a href="#cb3-21" aria-hidden="true" tabindex="-1"></a> , <span class="st">"birthCountry"</span></span>
<span id="cb3-22"><a href="#cb3-22" aria-hidden="true" tabindex="-1"></a> )</span>
<span id="cb3-23"><a href="#cb3-23" aria-hidden="true" tabindex="-1"></a> }</span>
<span id="cb3-24"><a href="#cb3-24" aria-hidden="true" tabindex="-1"></a> <span class="fu">return</span>(df)</span>
<span id="cb3-25"><a href="#cb3-25" aria-hidden="true" tabindex="-1"></a>}</span>
<span id="cb3-26"><a href="#cb3-26" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb3-27"><a href="#cb3-27" aria-hidden="true" tabindex="-1"></a>usa_roster <span class="ot">&lt;-</span> purrr<span class="sc">::</span><span class="fu">map</span>(teams<span class="sc">$</span>triCode, get_roster) <span class="sc">%&gt;%</span></span>
<span id="cb3-28"><a href="#cb3-28" aria-hidden="true" tabindex="-1"></a> purrr<span class="sc">::</span><span class="fu">list_rbind</span>() <span class="sc">%&gt;%</span></span>
<span id="cb3-29"><a href="#cb3-29" aria-hidden="true" tabindex="-1"></a> dplyr<span class="sc">::</span><span class="fu">filter</span>(<span class="sc">!</span><span class="fu">is.na</span>(firstName)) <span class="sc">%&gt;%</span></span>
<span id="cb3-30"><a href="#cb3-30" aria-hidden="true" tabindex="-1"></a> dplyr<span class="sc">::</span><span class="fu">filter</span>(birthCountry <span class="sc">==</span> <span class="st">"USA"</span>) <span class="sc">%&gt;%</span></span>
<span id="cb3-31"><a href="#cb3-31" aria-hidden="true" tabindex="-1"></a> dplyr<span class="sc">::</span><span class="fu">mutate</span>(</span>
<span id="cb3-32"><a href="#cb3-32" aria-hidden="true" tabindex="-1"></a> <span class="at">mob =</span> lubridate<span class="sc">::</span><span class="fu">month</span>(lubridate<span class="sc">::</span><span class="fu">ymd</span>(birthDate), <span class="at">label =</span> <span class="cn">TRUE</span>, <span class="at">abbr =</span> <span class="cn">FALSE</span>)</span>
<span id="cb3-33"><a href="#cb3-33" aria-hidden="true" tabindex="-1"></a> , <span class="at">mob_id =</span> lubridate<span class="sc">::</span><span class="fu">month</span>(lubridate<span class="sc">::</span><span class="fu">ymd</span>(birthDate))</span>
<span id="cb3-34"><a href="#cb3-34" aria-hidden="true" tabindex="-1"></a> ) <span class="sc">%&gt;%</span></span>
<span id="cb3-35"><a href="#cb3-35" aria-hidden="true" tabindex="-1"></a> dplyr<span class="sc">::</span><span class="fu">count</span>(mob_id, mob, <span class="at">name =</span> <span class="st">"players"</span>) <span class="sc">%&gt;%</span></span>
<span id="cb3-36"><a href="#cb3-36" aria-hidden="true" tabindex="-1"></a> dplyr<span class="sc">::</span><span class="fu">mutate</span>(<span class="at">player_pct =</span> players <span class="sc">/</span> <span class="fu">sum</span>(players))</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<section id="graph-it" class="level2">
@ -456,7 +460,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
<pre><code># A tibble: 1 × 4
statistic p.value parameter method
&lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;chr&gt;
1 14.8 0.190 11 Chi-squared test for given probabilities</code></pre>
1 7.34 0.771 11 Chi-squared test for given probabilities</code></pre>
</div>
</div>
<p>If we look at this from a more stats based perspective, running a chi square test on the amount of players in the NHL per month, based on the US expected birth rate, we do see however there is quite a high p value. This is lets us know we can not reject the Null hypothesis that these are the same thing.</p>
@ -508,7 +512,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
<pre><code># A tibble: 1 × 4
statistic p.value parameter method
&lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;chr&gt;
1 43.1 0.0000104 11 Chi-squared test for given probabilities</code></pre>
1 28.8 0.00243 11 Chi-squared test for given probabilities</code></pre>
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}
}
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 + '/');
@ -612,7 +627,7 @@ window.document.addEventListener("DOMContentLoaded", function (event) {
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)');
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
<meta name="author" content="Kyle Belanger">
<meta name="dcterms.date" content="2024-08-09">
<meta name="dcterms.date" content="2024-08-27">
<title>Learning Julia by WebScraping Amtrak Data Kyle Belanger</title>
<style>
@ -104,12 +104,8 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
}</script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" integrity="sha512-c3Nl8+7g4LMSTdrm621y7kf9v3SDPnhxLNhcjFJbKECVnmZHTdo+IRO05sNLTH/D3vA6u1X32ehoLC7WFVdheg==" crossorigin="anonymous"></script>
<script type="application/javascript">define('jquery', [],function() {return window.jQuery;})</script>
<meta name="quarto:status" content="draft">
<link rel="stylesheet" href="../../styles.css">
</head>
@ -117,7 +113,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
<body class="floating nav-fixed">
<div id="quarto-search-results"></div>
<header id="quarto-header" class="headroom fixed-top quarto-banner"><div id="quarto-draft-alert" class="alert alert-warning"><i class="bi bi-pencil-square"></i>Draft</div>
<header id="quarto-header" class="headroom fixed-top quarto-banner">
<nav class="navbar navbar-expand-lg " data-bs-theme="dark">
<div class="navbar-container container-fluid">
<div class="navbar-brand-container mx-auto">
@ -176,7 +172,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
<div>
<div class="quarto-title-meta-heading">Published</div>
<div class="quarto-title-meta-contents">
<p class="date">August 9, 2024</p>
<p class="date">August 27, 2024</p>
</div>
</div>
@ -518,12 +514,12 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
<div id="quarto-appendix" class="default"><section class="quarto-appendix-contents" id="quarto-reuse"><h2 class="anchored quarto-appendix-heading">Reuse</h2><div class="quarto-appendix-contents"><div><a rel="license" href="https://creativecommons.org/licenses/by/4.0/">CC BY 4.0</a></div></div></section><section class="quarto-appendix-contents" id="quarto-citation"><h2 class="anchored quarto-appendix-heading">Citation</h2><div><div class="quarto-appendix-secondary-label">BibTeX citation:</div><pre class="sourceCode code-with-copy quarto-appendix-bibtex"><code class="sourceCode bibtex">@online{belanger2024,
author = {Belanger, Kyle},
title = {Learning {Julia} by {WebScraping} {Amtrak} {Data}},
date = {2024-08-09},
date = {2024-08-27},
langid = {en}
}
</code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre><div class="quarto-appendix-secondary-label">For attribution, please cite this work as:</div><div id="ref-belanger2024" class="csl-entry quarto-appendix-citeas" role="listitem">
Belanger, Kyle. 2024. <span>“Learning Julia by WebScraping Amtrak
Data.”</span> August 9, 2024.
Data.”</span> August 27, 2024.
</div></div></section></div></main> <!-- /main -->
<script id="quarto-html-after-body" type="application/javascript">
window.document.addEventListener("DOMContentLoaded", function (event) {

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@ -45,6 +45,8 @@ The data from CDC Wonder pulls in quite nice, the only addition is adding a colu
While I wish I could sit and type out how I sat and figured out the complexity of the NHL Stats API and how to bring it into R. In reality I took a great guide, that being Jlaws post, and tweaked what I needed. Instead of Canadian players, I pulled out just the US Born players and their birth dates. I did also pull out positions to see if that will make any sort of difference. What pulls out of the NHL API has a ton of great details and I look forward to diving into what is available to see what kind of graphics can be built.
**08/27/2024 Update** Due to the the Coyotes moving to Utah, I had to edit the code slightly to adjust for this. When gathering the active roster data the API was returning a blank response. This was causing Tidyr Hoist to fail because it could not pull the columns from the nested data frame. I added a check to see if the data frame is empty and if it is, then I return an empty data frame and skip this step.
```{r}
#| label: Roster_Data

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@ -45,10 +45,13 @@ teams <- httr::GET("https://api.nhle.com/stats/rest/en/team") %>%
tidyr::unnest_wider(data)
get_roster <- function(team){
httr::GET(glue::glue("https://api-web.nhle.com/v1/roster/{team}/20232024")) %>%
df <- httr::GET(glue::glue("https://api-web.nhle.com/v1/roster/{team}/20232024")) %>%
httr::content() %>%
purrr::flatten() %>%
tibble::tibble(data = .) %>%
tibble::tibble(data = .)
if (!nrow(df) == 0) {
df <- df |>
tidyr::hoist(
.col = "data"
, "firstName" = list("firstName", 1L)
@ -58,6 +61,8 @@ get_roster <- function(team){
, "birthCountry"
)
}
return(df)
}
usa_roster <- purrr::map(teams$triCode, get_roster) %>%
purrr::list_rbind() %>%

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@ -1,8 +1,7 @@
---
title: "Learning Julia by WebScraping Amtrak Data"
# description: ""
date: "08/09/2024" #Update when live
draft: true
date: "08/27/2024" #Update when live
categories:
- Julia
- dataViz