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< a href = "./posts/2024-05-15-US-NHL-Birthrate/index.html" class = "no-external" > Does a US Born Players Birthdate affect their shot at the NHL< / a >
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tidytuesday
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R
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dataViz
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< a href = "./posts/2024-05-15-US-NHL-Birthrate/index.html" class = "no-external" > Inspired by TidyTuesday Week 2 - 2024 dataset about Candian Players, lets look at the same anaylyis for American Born Players< / a >
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Jun 8, 2024
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Kyle Belanger
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< a href = "./posts/2023-10-12_DHSC_Capstone/index.html" class = "no-external" > Reflex Testing using Machine Learning in the Clinical Laboratory< / a >
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< a href = "./posts/2023-10-12_DHSC_Capstone/index.html" class = "no-external" > This post contains the abstract of my Capstone for the Doctorate of Health Science program at Campbell University. < / a >
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< a href = "./posts/2023-10-12_DHSC_Capstone/index.html" class = "no-external" > To view the full paper please go to the following link< / a >
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< div class = "metadata" >
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Oct 12, 2023
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Kyle Belanger
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< a href = "./posts/2021-02-26_tidytuesday-hbcu-enrollment/tidytuesday-2021-week-6-hbcu-enrolment.html" class = "no-external" > TidyTuesday 2021 Week 6: HBCU Enrollment< / a >
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< a href = "./posts/2021-02-26_tidytuesday-hbcu-enrollment/tidytuesday-2021-week-6-hbcu-enrolment.html" class = "no-external" > TidyTuesday 2021 Week 6: HBCU Enrollment. Posts looks at tidying the data ,as well as making some graphs about the data. < / a >
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TidyTuesday
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< a href = "./posts/2021-02-26_tidytuesday-hbcu-enrollment/tidytuesday-2021-week-6-hbcu-enrolment.html" class = "no-external" > Recently I was struggling to find a data project to work on, I felt a bit stuck with some of my current projects, so I begun to scour the internet to find something to work…< / a >
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Feb 26, 2021
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Kyle Belanger
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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" >
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< a href = "./posts/2021-01-12_blogdown-to-distill/creating-a-distill-blog.html" class = "no-external" > Converting From Blogdown to Distill< / a >
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< a href = "./posts/2021-01-12_blogdown-to-distill/creating-a-distill-blog.html" class = "no-external" > A meta post on transferring from a blogdown to distill blog site < / a >
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< a href = "./posts/2021-01-12_blogdown-to-distill/creating-a-distill-blog.html" class = "no-external" > I have since converted this blog to a quarto blog, but am leaving this post up in case anyone finds it useful< / a >
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Jan 12, 2021
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Kyle Belanger
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< a href = "./posts/2020-07-25_diabetes-data-collection-and-cleaning/diabetes-in-rural-north-carolina-data-collection-and-cleaning.html" class = "no-external" > Diabetes in Rural North Carolina : Data Collection and Cleaning< / a >
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< a href = "./posts/2020-07-25_diabetes-data-collection-and-cleaning/diabetes-in-rural-north-carolina-data-collection-and-cleaning.html" class = "no-external" > This is the second post in the series exploring Diabetes in rural North Carolina. This post will explore the data used for this project, from collection, cleaning, and analysis ready data. < / a >
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< / div >
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< a href = "./posts/2020-07-25_diabetes-data-collection-and-cleaning/diabetes-in-rural-north-carolina-data-collection-and-cleaning.html" class = "no-external" > This is the second post in the series exploring Diabetes in rural North Carolina. This post will explore the data used for this project, from collection, cleaning, and…< / a >
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Jul 25, 2020
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< a href = "./posts/2020-06-25_diabetes-prevalence-in-nc/diabetes-in-rural-north-carolina-exploring-prevalence-trends.html" class = "no-external" > Diabetes in Rural North Carolina : Exploring Prevalence Trends< / a >
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< a href = "./posts/2020-06-25_diabetes-prevalence-in-nc/diabetes-in-rural-north-carolina-exploring-prevalence-trends.html" class = "no-external" > This post introduces the exploration of the Diabetes epidemic in North Carolina < / a >
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< a href = "./posts/2020-06-25_diabetes-prevalence-in-nc/diabetes-in-rural-north-carolina-exploring-prevalence-trends.html" class = "no-external" > 2022-15-03: Since this was posted the CDC has updated how county level diabetes prevalance is calculated. The data presented here is using previous calcualtions and may no…< / a >
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Jun 25, 2020
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Kyle Belanger
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< a href = "./posts/2020-06-22_excel-data-multiple-headers/importing-excel-data-with-multiple-header-rows.html" class = "no-external" > A solution for importing Excel Data that contains two header rows. < / a >
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< a href = "./posts/2020-06-22_excel-data-multiple-headers/importing-excel-data-with-multiple-header-rows.html" class = "no-external" > Recently I tried to important some Microsoft Excel data into R, and ran into an issue were the data actually had two different header rows. The top row listed a group, and…< / a >
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< a href = "./posts/2020-02-13_basic-who-TB-data/basic-exploration-of-who-tuberculosis-data.html" class = "no-external" > Basic Exploration of WHO Tuberculosis Data< / a >
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< a href = "./posts/2020-02-13_basic-who-TB-data/basic-exploration-of-who-tuberculosis-data.html" class = "no-external" > Today I am going to dive into some real life data from the World Health Organization (WHO), exploring new and relapse cases of Tuberculosis. I clean up the data, and then make a few graphs to explore different variables. < / a >
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< a href = "./posts/2020-02-13_basic-who-TB-data/basic-exploration-of-who-tuberculosis-data.html" class = "no-external" > Today I am going to dive into some real life data from the World Health Organization (WHO), exploring new and relapse cases of Tuberculosis. I clean up the data, and then…< / a >
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< a href = "./posts/2020-02-10_line-graphs-and-interactivity/line-graphs-and-interactivity.html" class = "no-external" > Tableau for Healthcare Chapter 10. Static and Interactive examples < / a >
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< a href = "./posts/2020-02-10_line-graphs-and-interactivity/line-graphs-and-interactivity.html" class = "no-external" > Today’ < / a >
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< a href = "./posts/2020-01-29_facets-and-humility/facets-and-a-lesson-in-humility.html" class = "no-external" > Facets and a Lesson in Humility< / a >
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< a href = "./posts/2020-01-29_facets-and-humility/facets-and-a-lesson-in-humility.html" class = "no-external" > A look at Tableau for Healthcare Chapter 8. Table Lens graph. < / a >
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< a href = "./posts/2020-01-29_facets-and-humility/facets-and-a-lesson-in-humility.html" class = "no-external" > Todays post is a lesson in Facets, as well as humility. The task this week was to replicate the graph in Chapter 8 of Tableau for Healthcare in R. The graph in question is…< / a >
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Jan 29, 2020
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< a href = "./posts/2020-01-04_my-start-to-r/my-start-to-r.html" class = "no-external" > My Start to R< / a >
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< a href = "./posts/2020-01-04_my-start-to-r/my-start-to-r.html" class = "no-external" > A short introduction to my blog, and R journey. < / a >
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< a href = "./posts/2020-01-04_my-start-to-r/my-start-to-r.html" class = "no-external" > Today starts my attempt at sharing my R journey with the world! I have been learning R off and on now since late 2019, I have begun to take it much more serious as I work…< / a >
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Jan 24, 2020
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Kyle Belanger
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const xrefs = window.document.querySelectorAll('a.quarto-xref');
const processXRef = (id, note) => {
// Strip column container classes
const stripColumnClz = (el) => {
el.classList.remove("page-full", "page-columns");
if (el.children) {
for (const child of el.children) {
stripColumnClz(child);
}
}
}
stripColumnClz(note)
if (id === null || id.startsWith('sec-')) {
// Special case sections, only their first couple elements
const container = document.createElement("div");
if (note.children & & note.children.length > 2) {
container.appendChild(note.children[0].cloneNode(true));
for (let i = 1; i < note.children.length ; i + + ) {
const child = note.children[i];
if (child.tagName === "P" & & child.innerText === "") {
continue;
} else {
container.appendChild(child.cloneNode(true));
break;
}
}
if (window.Quarto?.typesetMath) {
window.Quarto.typesetMath(container);
}
return container.innerHTML
} else {
if (window.Quarto?.typesetMath) {
window.Quarto.typesetMath(note);
}
return note.innerHTML;
}
} else {
// Remove any anchor links if they are present
const anchorLink = note.querySelector('a.anchorjs-link');
if (anchorLink) {
anchorLink.remove();
}
if (window.Quarto?.typesetMath) {
window.Quarto.typesetMath(note);
}
// TODO in 1.5, we should make sure this works without a callout special case
if (note.classList.contains("callout")) {
return note.outerHTML;
} else {
return note.innerHTML;
}
}
}
for (var i=0; i< xrefs.length ; i + + ) {
const xref = xrefs[i];
tippyHover(xref, undefined, function(instance) {
instance.disable();
let url = xref.getAttribute('href');
let hash = undefined;
if (url.startsWith('#')) {
hash = url;
} else {
try { hash = new URL(url).hash; } catch {}
}
if (hash) {
const id = hash.replace(/^#\/?/, "");
const note = window.document.getElementById(id);
if (note !== null) {
try {
const html = processXRef(id, note.cloneNode(true));
instance.setContent(html);
} finally {
instance.enable();
instance.show();
}
} else {
// See if we can fetch this
fetch(url.split('#')[0])
.then(res => res.text())
.then(html => {
const parser = new DOMParser();
const htmlDoc = parser.parseFromString(html, "text/html");
const note = htmlDoc.getElementById(id);
if (note !== null) {
const html = processXRef(id, note);
instance.setContent(html);
}
}).finally(() => {
instance.enable();
instance.show();
});
}
} else {
// See if we can fetch a full url (with no hash to target)
// This is a special case and we should probably do some content thinning / targeting
fetch(url)
.then(res => res.text())
.then(html => {
const parser = new DOMParser();
const htmlDoc = parser.parseFromString(html, "text/html");
const note = htmlDoc.querySelector('main.content');
if (note !== null) {
// This should only happen for chapter cross references
// (since there is no id in the URL)
// remove the first header
if (note.children.length > 0 & & note.children[0].tagName === "HEADER") {
note.children[0].remove();
}
const html = processXRef(null, note);
instance.setContent(html);
}
}).finally(() => {
instance.enable();
instance.show();
});
}
}, function(instance) {
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});
}
let selectedAnnoteEl;
const selectorForAnnotation = ( cell, annotation) => {
let cellAttr = 'data-code-cell="' + cell + '"';
let lineAttr = 'data-code-annotation="' + annotation + '"';
const selector = 'span[' + cellAttr + '][' + lineAttr + ']';
return selector;
}
const selectCodeLines = (annoteEl) => {
const doc = window.document;
const targetCell = annoteEl.getAttribute("data-target-cell");
const targetAnnotation = annoteEl.getAttribute("data-target-annotation");
const annoteSpan = window.document.querySelector(selectorForAnnotation(targetCell, targetAnnotation));
const lines = annoteSpan.getAttribute("data-code-lines").split(",");
const lineIds = lines.map((line) => {
return targetCell + "-" + line;
})
let top = null;
let height = null;
let parent = null;
if (lineIds.length > 0) {
//compute the position of the single el (top and bottom and make a div)
const el = window.document.getElementById(lineIds[0]);
top = el.offsetTop;
height = el.offsetHeight;
parent = el.parentElement.parentElement;
if (lineIds.length > 1) {
const lastEl = window.document.getElementById(lineIds[lineIds.length - 1]);
const bottom = lastEl.offsetTop + lastEl.offsetHeight;
height = bottom - top;
}
if (top !== null & & height !== null & & parent !== null) {
// cook up a div (if necessary) and position it
let div = window.document.getElementById("code-annotation-line-highlight");
if (div === null) {
div = window.document.createElement("div");
div.setAttribute("id", "code-annotation-line-highlight");
div.style.position = 'absolute';
parent.appendChild(div);
}
div.style.top = top - 2 + "px";
div.style.height = height + 4 + "px";
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div.style.left = 0;
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let gutterDiv = window.document.getElementById("code-annotation-line-highlight-gutter");
if (gutterDiv === null) {
gutterDiv = window.document.createElement("div");
gutterDiv.setAttribute("id", "code-annotation-line-highlight-gutter");
gutterDiv.style.position = 'absolute';
const codeCell = window.document.getElementById(targetCell);
const gutter = codeCell.querySelector('.code-annotation-gutter');
gutter.appendChild(gutterDiv);
}
gutterDiv.style.top = top - 2 + "px";
gutterDiv.style.height = height + 4 + "px";
}
selectedAnnoteEl = annoteEl;
}
};
const unselectCodeLines = () => {
const elementsIds = ["code-annotation-line-highlight", "code-annotation-line-highlight-gutter"];
elementsIds.forEach((elId) => {
const div = window.document.getElementById(elId);
if (div) {
div.remove();
}
});
selectedAnnoteEl = undefined;
};
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// Handle positioning of the toggle
window.addEventListener(
"resize",
throttle(() => {
elRect = undefined;
if (selectedAnnoteEl) {
selectCodeLines(selectedAnnoteEl);
}
}, 10)
);
function throttle(fn, ms) {
let throttle = false;
let timer;
return (...args) => {
if(!throttle) { // first call gets through
fn.apply(this, args);
throttle = true;
} else { // all the others get throttled
if(timer) clearTimeout(timer); // cancel #2
timer = setTimeout(() => {
fn.apply(this, args);
timer = throttle = false;
}, ms);
}
};
}
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// Attach click handler to the DT
const annoteDls = window.document.querySelectorAll('dt[data-target-cell]');
for (const annoteDlNode of annoteDls) {
annoteDlNode.addEventListener('click', (event) => {
const clickedEl = event.target;
if (clickedEl !== selectedAnnoteEl) {
unselectCodeLines();
const activeEl = window.document.querySelector('dt[data-target-cell].code-annotation-active');
if (activeEl) {
activeEl.classList.remove('code-annotation-active');
}
selectCodeLines(clickedEl);
clickedEl.classList.add('code-annotation-active');
} else {
// Unselect the line
unselectCodeLines();
clickedEl.classList.remove('code-annotation-active');
}
});
}
const findCites = (el) => {
const parentEl = el.parentElement;
if (parentEl) {
const cites = parentEl.dataset.cites;
if (cites) {
return {
el,
cites: cites.split(' ')
};
} else {
return findCites(el.parentElement)
}
} else {
return undefined;
}
};
var bibliorefs = window.document.querySelectorAll('a[role="doc-biblioref"]');
for (var i=0; i< bibliorefs.length ; i + + ) {
const ref = bibliorefs[i];
const citeInfo = findCites(ref);
if (citeInfo) {
tippyHover(citeInfo.el, function() {
var popup = window.document.createElement('div');
citeInfo.cites.forEach(function(cite) {
var citeDiv = window.document.createElement('div');
citeDiv.classList.add('hanging-indent');
citeDiv.classList.add('csl-entry');
var biblioDiv = window.document.getElementById('ref-' + cite);
if (biblioDiv) {
citeDiv.innerHTML = biblioDiv.innerHTML;
}
popup.appendChild(citeDiv);
});
return popup.innerHTML;
});
}
}
});
< / script >
< / div > <!-- /content -->
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< / body > < / html >
