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<h1 class="title">The Vision</h1>
<div class="meta">Posted on Jul 4, 2024</div>
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<section class="body">
<blockquote>
<p>To entertain and educate the general public of statistical and analytical concepts through data associated with the hit UK TV show “Taskmaster”.</p>
</blockquote>
<h1 id="the-objective">The Objective</h1>
<p>Using data from the UK hit TV show “Taskmaster”, <em>&ldquo;The Median Duck&rdquo;</em> aims to entertain and educate the general public of statistical and analytical concepts. Articles and analysis will be written for a non-technical audience predominantly.</p>
<p>Types of analysis and content fall under the following umbrellas, and example topics include.</p>
<p><strong>Exploratory Analysis</strong></p>
<ul>
<li>Do older contestants fair better on the show? Is there a correlation between series ranking and age of contestant?</li>
<li>Has Greg been harsher as the show has progressed along?</li>
<li>Was Sally Phillips better at creative tasks, than objective tasks on average?</li>
<li>Existing analysis that you have performed thus far would fall into this category.</li>
</ul>
<p><strong>Predictive Analysis</strong></p>
<ul>
<li>Prior to a series starting, can we predict who is likely to win the series? What are the probabilities (odds) of each contestant winning?</li>
<li>As the series progresses and we start to see actual contestant performance, how do these odds change?</li>
</ul>
<p><strong>Hypothetical Analysis</strong></p>
<ul>
<li>What would be the outcome of a hypothetical series featuring Ed Gamble, James Acaster, Nish Kumar, Josh Widdicombe and Sally Phillips?</li>
</ul>
<p><strong>Game Theory and Strategy</strong></p>
<ul>
<li>What is the optimal strategy in Series 4’s “Draw the median duck” task?</li>
<li>What is the optimal strategy in Series 13’ “Give Alex a high-five. The third-fastest high-fiver wins.” task?</li>
</ul>
<p>The various datasets, code snippets and analysis will be open source on this git repo, such that others are able to reproduce it at their own pace, and contribute to the project.</p>
<h1 id="final-thoughts">Final Thoughts</h1>
<p>This vision is ambitious and I&rsquo;m not entirely sure if I can pull it all off. However, in the spirit of Taskmaster, I am willing to give it a try, and potentially make a fool out of myself as I succeed or fail.</p>
<p>I&rsquo;m hoping that documenting this vision will also inspire others to contribute and collaborate on the project in the future.</p>

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