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<!DOCTYPE html>
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<meta charset="utf-8">
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<title>R Familiarity Survey Report</title>
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<h2 id="toc-title">Table of contents</h2>
<ul>
<li><a href="#about-our-respondents" id="toc-about-our-respondents" class="nav-link active" data-scroll-target="#about-our-respondents">About our Respondents</a>
<ul class="collapse">
<li><a href="#age" id="toc-age" class="nav-link" data-scroll-target="#age">Age</a></li>
<li><a href="#education" id="toc-education" class="nav-link" data-scroll-target="#education">Education</a></li>
<li><a href="#locations" id="toc-locations" class="nav-link" data-scroll-target="#locations">Locations</a></li>
<li><a href="#gender" id="toc-gender" class="nav-link" data-scroll-target="#gender">Gender</a></li>
</ul></li>
<li><a href="#familiarity-with-r" id="toc-familiarity-with-r" class="nav-link" data-scroll-target="#familiarity-with-r">Familiarity with R</a></li>
<li><a href="#interest-in-learning-r" id="toc-interest-in-learning-r" class="nav-link" data-scroll-target="#interest-in-learning-r">Interest in Learning R</a></li>
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<div class="quarto-title">
<h1 class="title">R Familiarity Survey Report</h1>
</div>
<div class="quarto-title-meta">
</div>
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<section id="about-our-respondents" class="level1">
<h1>About our Respondents</h1>
<p>We conducted a survey on September 5, 2024. We received responses from 6 people.</p>
<section id="age" class="level2">
<h2 class="anchored" data-anchor-id="age">Age</h2>
<p>Respondents listed their age. The youngest respondent was 26 years old and the oldest respondent was 42. The mean age was 33.2.</p>
<p>The graphs below shows the age of respondents broken into groups.</p>
<div class="cell">
<div class="cell-output-display">
<div>
<figure class="figure">
<p><img src="report_files/figure-html/unnamed-chunk-7-1.png" class="img-fluid figure-img" width="672"></p>
</figure>
</div>
</div>
</div>
</section>
<section id="education" class="level2">
<h2 class="anchored" data-anchor-id="education">Education</h2>
<p>The education levels of respondents are below.</p>
<div class="cell">
<div class="cell-output-display">
<div>
<figure class="figure">
<p><img src="report_files/figure-html/unnamed-chunk-8-1.png" class="img-fluid figure-img" width="672"></p>
</figure>
</div>
</div>
</div>
</section>
<section id="locations" class="level2">
<h2 class="anchored" data-anchor-id="locations">Locations</h2>
<p>Respondents listed the location of their primary residence. The map below shows their locations.</p>
<div class="cell">
<div class="cell-output-display">
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<section id="gender" class="level2">
<h2 class="anchored" data-anchor-id="gender">Gender</h2>
<p>Respondents were asked to list their gender, in whatever form they choose to identify it.</p>
<p>The original responses are below.</p>
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<p>We then used the <a href="https://github.com/ropenscilabs/gendercoder">gendercoder package</a> to recode responses. The table below shows the original responses and the recoded responses.</p>
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<p>We can then summarize the recoded responses, which we do in the following table.</p>
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</section>
<section id="familiarity-with-r" class="level1">
<h1>Familiarity with R</h1>
<p>On a 5-point scale, respondents listed their level of familiarity with R as 2.0. The figure below shows familiarity broken down by education level.</p>
<div class="cell">
<div class="cell-output-display">
<div>
<figure class="figure">
<p><img src="report_files/figure-html/unnamed-chunk-14-1.png" class="img-fluid figure-img" width="672"></p>
</figure>
</div>
</div>
</div>
</section>
<section id="interest-in-learning-r" class="level1">
<h1>Interest in Learning R</h1>
<p>On a 5-point scale, respondents listed their level of interest in learning R as 5.0.</p>
<p>We can do a similar breakdown, but adding age. With one line of code, we can make small multiples.</p>
<div class="cell">
<div class="cell-output-display">
<div>
<figure class="figure">
<p><img src="report_files/figure-html/unnamed-chunk-17-1.png" class="img-fluid figure-img" width="672"></p>
</figure>
</div>
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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) {
});
}
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";
div.style.left = 0;
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;
};
// 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);
}
};
}
// 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 -->
</body></html>