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<p>This outlines how to propose a change to speedrunr. For more detailed info about contributing to this, and other tidyverse packages, please see the <a href="https://rstd.io/tidy-contrib"><strong>development contributing guide</strong></a>.</p>
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<h1>NA</h1>
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<p>Please briefly describe your problem and what output you expect. If you have a question, please don’t use this form. Instead, ask on <a href="https://stackoverflow.com/" class="uri">https://stackoverflow.com/</a> or <a href="https://community.rstudio.com/" class="uri">https://community.rstudio.com/</a>.</p>
<p>Please include a minimal reproducible example (AKA a reprex). If you’ve never heard of a <a href="http://reprex.tidyverse.org/">reprex</a> before, start by reading <a href="https://www.tidyverse.org/help/#reprex" class="uri">https://www.tidyverse.org/help/#reprex</a>.</p>
<hr>
<p>Brief description of the problem</p>
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb1-1" title="1"><span class="co"># insert reprex here</span></a></code></pre></div>


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<p>Start by making a minimal <strong>repr</strong>oducible <strong>ex</strong>ample using the <a href="http://reprex.tidyverse.org/">reprex</a> package. If you haven’t heard of or used reprex before, you’re in for a treat! Seriously, reprex will make all of your R-question-asking endeavors easier (which is a pretty insane ROI for the five to ten minutes it’ll take you to learn what it’s all about). For additional reprex pointers, check out the <a href="https://www.tidyverse.org/help/">Get help!</a> section of the tidyverse site.</p>
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<p>Before opening a new issue, be sure to <a href="https://github.com/tidyverse/speedrunr/issues">search issues and pull requests</a> to make sure the bug hasn’t been reported and/or already fixed in the development version. By default, the search will be pre-populated with <code>is:issue is:open</code>. You can <a href="https://help.github.com/articles/searching-issues-and-pull-requests/">edit the qualifiers</a> (e.g. <code>is:pr</code>, <code>is:closed</code>) as needed. For example, you’d simply remove <code>is:open</code> to search <em>all</em> issues in the repo, open or closed.</p>
<p>If you <em>are</em> in the right place, and need to file an issue, please review the <a href="https://www.tidyverse.org/contribute/#issues">“File issues”</a> paragraph from the tidyverse contributing guidelines.</p>
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<h1>Ocarina of Time 100%</h1>
<h4 class="author">Lukas Burk</h4>
<h4 class="date">2019-02-27</h4>
<small class="dont-index">Source: <a href="https://github.com/jemus42/speedrunr/blob/master/vignettes/ocarina-of-time-100-.Rmd"><code>vignettes/ocarina-of-time-100-.Rmd</code></a></small>
<div class="hidden name"><code>ocarina-of-time-100-.Rmd</code></div>

</div>

<p>I like Ocarina of Time 100%. So let’s take a look at that.</p>
<div id="identify-what-you-want" class="section level2">
<h2 class="hasAnchor">
<a href="#identify-what-you-want" class="anchor"></a>Identify what you want</h2>
<p>First up we need the game’s ID and category ID. That’s easy:</p>
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb1-1" title="1"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/library">library</a></span>(speedrunr)</a>
<a class="sourceLine" id="cb1-2" title="2"></a>
<a class="sourceLine" id="cb1-3" title="3"><span class="kw"><a href="../reference/get_games.html">get_games</a></span>(<span class="st">"Ocarina of Time"</span>)</a>
<a class="sourceLine" id="cb1-4" title="4"><span class="co">#&gt; # A tibble: 7 x 9</span></a>
<a class="sourceLine" id="cb1-5" title="5"><span class="co">#&gt; id name_internatio… name_twitch name_abbr weblink released </span></a>
<a class="sourceLine" id="cb1-6" title="6"><span class="co">#&gt; &lt;chr&gt; &lt;chr&gt; &lt;chr&gt; &lt;chr&gt; &lt;chr&gt; &lt;date&gt; </span></a>
<a class="sourceLine" id="cb1-7" title="7"><span class="co">#&gt; 1 j1l9… The Legend of Z… The Legend… oot https:… 1998-11-21</span></a>
<a class="sourceLine" id="cb1-8" title="8"><span class="co">#&gt; 2 kdkj… The Legend of Z… The Legend… ootmq https:… 2002-01-01</span></a>
<a class="sourceLine" id="cb1-9" title="9"><span class="co">#&gt; 3 268v… The Legend of Z… The Legend… oot3d https:… 2011-06-16</span></a>
<a class="sourceLine" id="cb1-10" title="10"><span class="co">#&gt; 4 nd2q… Roblox Ocarina … ROBLOX root https:… 2008-10-24</span></a>
<a class="sourceLine" id="cb1-11" title="11"><span class="co">#&gt; 5 76rk… Ocarina of Time… The Legend… ootextras https:… 1998-11-21</span></a>
<a class="sourceLine" id="cb1-12" title="12"><span class="co">#&gt; 6 m1zr… Ocarina of Time… Ocarina of… ootbq https:… 2015-11-13</span></a>
<a class="sourceLine" id="cb1-13" title="13"><span class="co">#&gt; 7 v1po… SM64: Ocarina o… SM64: Ocar… sm64oot https:… 2018-03-26</span></a>
<a class="sourceLine" id="cb1-14" title="14"><span class="co">#&gt; # … with 3 more variables: released_year &lt;int&gt;, romhack &lt;lgl&gt;,</span></a>
<a class="sourceLine" id="cb1-15" title="15"><span class="co">#&gt; # created &lt;dttm&gt;</span></a></code></pre></div>
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb2-1" title="1"><span class="kw"><a href="../reference/get_categories.html">get_categories</a></span>(<span class="st">"j1l9qz1g"</span>)</a>
<a class="sourceLine" id="cb2-2" title="2"><span class="co">#&gt; # A tibble: 12 x 6</span></a>
<a class="sourceLine" id="cb2-3" title="3"><span class="co">#&gt; id name link type miscellaneous rules </span></a>
<a class="sourceLine" id="cb2-4" title="4"><span class="co">#&gt; &lt;chr&gt; &lt;chr&gt; &lt;chr&gt; &lt;chr&gt; &lt;lgl&gt; &lt;chr&gt; </span></a>
<a class="sourceLine" id="cb2-5" title="5"><span class="co">#&gt; 1 q255j… 100% https://www.sp… per-… FALSE "**100% Rules**:\r\n…</span></a>
<a class="sourceLine" id="cb2-6" title="6"><span class="co">#&gt; 2 824qn… 100% https://www.sp… per-… FALSE "General Rules:\r\n-…</span></a>
<a class="sourceLine" id="cb2-7" title="7"><span class="co">#&gt; 3 zdnoz… All Du… https://www.sp… per-… FALSE "**All Dungeons Rule…</span></a>
<a class="sourceLine" id="cb2-8" title="8"><span class="co">#&gt; 4 z275w… Any% https://www.sp… per-… FALSE "**Any% Rules**:\r\n…</span></a>
<a class="sourceLine" id="cb2-9" title="9"><span class="co">#&gt; 5 02qe4… Any% https://www.sp… per-… FALSE "General Rules:\r\n-…</span></a>
<a class="sourceLine" id="cb2-10" title="10"><span class="co">#&gt; 6 9kvr8… Ganonl… https://www.sp… per-… TRUE "**Ganonless Rules**…</span></a>
<a class="sourceLine" id="cb2-11" title="11"><span class="co">#&gt; 7 zd35j… Glitch… https://www.sp… per-… FALSE "" </span></a>
<a class="sourceLine" id="cb2-12" title="12"><span class="co">#&gt; 8 ndxlw… Glitch… https://www.sp… per-… FALSE "General Rules:\r\n-…</span></a>
<a class="sourceLine" id="cb2-13" title="13"><span class="co">#&gt; 9 jdrwr… MST https://www.sp… per-… FALSE "**Medallions/Stones…</span></a>
<a class="sourceLine" id="cb2-14" title="14"><span class="co">#&gt; 10 9d85y… No IM/… https://www.sp… per-… FALSE "**No IM/WW Rules**:…</span></a>
<a class="sourceLine" id="cb2-15" title="15"><span class="co">#&gt; 11 xd1wj… No Wro… https://www.sp… per-… TRUE "**No Wrong Warp Rul…</span></a>
<a class="sourceLine" id="cb2-16" title="16"><span class="co">#&gt; 12 rklm8… Restri… https://www.sp… per-… TRUE "General Rules:\r\n-…</span></a></code></pre></div>
<p>So we’re good.</p>
<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb3-1" title="1">game &lt;-<span class="st"> "j1l9qz1g"</span></a>
<a class="sourceLine" id="cb3-2" title="2">category &lt;-<span class="st"> "q255jw2o"</span></a>
<a class="sourceLine" id="cb3-3" title="3"></a>
<a class="sourceLine" id="cb3-4" title="4">oot100 &lt;-<span class="st"> </span><span class="kw"><a href="../reference/get_runs.html">get_runs</a></span>(<span class="dt">game =</span> <span class="st">"j1l9qz1g"</span>, <span class="dt">category =</span> <span class="st">"q255jw2o"</span>, <span class="dt">max =</span> <span class="ot">Inf</span>)</a></code></pre></div>
<p>Note that I’m useing <code>max = Inf</code> to make sure I get <em>all</em> the runs.</p>
<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb4-1" title="1"><span class="kw"><a href="https://www.rdocumentation.org/packages/utils/topics/str">str</a></span>(oot100)</a>
<a class="sourceLine" id="cb4-2" title="2"><span class="co">#&gt; Classes 'tbl_df', 'tbl' and 'data.frame': 575 obs. of 22 variables:</span></a>
<a class="sourceLine" id="cb4-3" title="3"><span class="co">#&gt; $ id : chr "m3ovjvqm" "z116q7gz" "mk9wdj1z" "y89grrwm" ...</span></a>
<a class="sourceLine" id="cb4-4" title="4"><span class="co">#&gt; $ weblink : chr "https://www.speedrun.com/oot/run/m3ovjvqm" "https://www.speedrun.com/oot/run/z116q7gz" "https://www.speedrun.com/oot/run/mk9wdj1z" "https://www.speedrun.com/oot/run/y89grrwm" ...</span></a>
<a class="sourceLine" id="cb4-5" title="5"><span class="co">#&gt; $ game : chr "j1l9qz1g" "j1l9qz1g" "j1l9qz1g" "j1l9qz1g" ...</span></a>
<a class="sourceLine" id="cb4-6" title="6"><span class="co">#&gt; $ level : logi NA NA NA NA NA NA ...</span></a>
<a class="sourceLine" id="cb4-7" title="7"><span class="co">#&gt; $ category : chr "q255jw2o" "q255jw2o" "q255jw2o" "q255jw2o" ...</span></a>
<a class="sourceLine" id="cb4-8" title="8"><span class="co">#&gt; $ videos : chr "https://www.twitch.tv/videos/386912426" "https://www.twitch.tv/videos/385826129" "https://youtu.be/skMbe8bhL44" "https://youtu.be/ePsxwXU1ZdU" ...</span></a>
<a class="sourceLine" id="cb4-9" title="9"><span class="co">#&gt; $ status : chr "verified" "verified" "verified" "verified" ...</span></a>
<a class="sourceLine" id="cb4-10" title="10"><span class="co">#&gt; $ comment : chr "dampe was 5th try" NA "1st try Dampe" "17th try dampe" ...</span></a>
<a class="sourceLine" id="cb4-11" title="11"><span class="co">#&gt; $ player_id : chr "v8129yqj" "v8lpd5lj" "kjp4or2j" "kjp4or2j" ...</span></a>
<a class="sourceLine" id="cb4-12" title="12"><span class="co">#&gt; $ player_url : chr "https://www.speedrun.com/user/AxelLarsen1" "https://www.speedrun.com/user/Angelwork" "https://www.speedrun.com/user/lukeskypacer83" "https://www.speedrun.com/user/lukeskypacer83" ...</span></a>
<a class="sourceLine" id="cb4-13" title="13"><span class="co">#&gt; $ player_name : chr "AxelLarsen1" "Angelwork" "lukeskypacer83" "lukeskypacer83" ...</span></a>
<a class="sourceLine" id="cb4-14" title="14"><span class="co">#&gt; $ player_role : chr "user" "user" "user" "user" ...</span></a>
<a class="sourceLine" id="cb4-15" title="15"><span class="co">#&gt; $ player_signup : POSIXct, format: "2018-12-20 01:46:50" "2016-11-06 23:02:04" ...</span></a>
<a class="sourceLine" id="cb4-16" title="16"><span class="co">#&gt; $ date : Date, format: "2019-02-26" "2019-02-23" ...</span></a>
<a class="sourceLine" id="cb4-17" title="17"><span class="co">#&gt; $ submitted : POSIXct, format: "2019-02-26 07:20:25" "2019-02-24 04:51:09" ...</span></a>
<a class="sourceLine" id="cb4-18" title="18"><span class="co">#&gt; $ time_primary : int 15389 16317 20014 20546 25089 15659 16372 15719 16519 30580 ...</span></a>
<a class="sourceLine" id="cb4-19" title="19"><span class="co">#&gt; $ time_realtime : int 15389 16317 20014 20546 25089 15659 16372 15719 16519 30580 ...</span></a>
<a class="sourceLine" id="cb4-20" title="20"><span class="co">#&gt; $ time_ingame : int 0 0 0 0 0 0 0 0 0 0 ...</span></a>
<a class="sourceLine" id="cb4-21" title="21"><span class="co">#&gt; $ time_hms : 'hms' num 04:16:29 04:31:57 05:33:34 05:42:26 ...</span></a>
<a class="sourceLine" id="cb4-22" title="22"><span class="co">#&gt; ..- attr(*, "units")= chr "secs"</span></a>
<a class="sourceLine" id="cb4-23" title="23"><span class="co">#&gt; $ system_platform: chr "nzelreqp" "nzelreqp" "w89rwelk" "w89rwelk" ...</span></a>
<a class="sourceLine" id="cb4-24" title="24"><span class="co">#&gt; $ system_emulated: logi FALSE FALSE FALSE FALSE FALSE FALSE ...</span></a>
<a class="sourceLine" id="cb4-25" title="25"><span class="co">#&gt; $ system_region : chr "o316x197" "o316x197" "o316x197" "o316x197" ...</span></a></code></pre></div>
<p>We want some additional data:</p>
<div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb5-1" title="1"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/library">library</a></span>(dplyr)</a>
<a class="sourceLine" id="cb5-2" title="2"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/library">library</a></span>(knitr)</a>
<a class="sourceLine" id="cb5-3" title="3"></a>
<a class="sourceLine" id="cb5-4" title="4">oot100 &lt;-<span class="st"> </span>oot100 <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb5-5" title="5"><span class="st"> </span><span class="kw"><a href="../reference/add_miscdata.html">add_platforms</a></span>() <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb5-6" title="6"><span class="st"> </span><span class="kw"><a href="../reference/add_miscdata.html">add_regions</a></span>() <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb5-7" title="7"><span class="st"> </span><span class="kw"><a href="../reference/find_records.html">find_records</a></span>()</a>
<a class="sourceLine" id="cb5-8" title="8"></a>
<a class="sourceLine" id="cb5-9" title="9">oot100 <span class="op">%&gt;%</span><span class="st"> </span></a>
<a class="sourceLine" id="cb5-10" title="10"><span class="st"> </span><span class="kw"><a href="https://dplyr.tidyverse.org/reference/arrange.html">arrange</a></span>(time_hms) <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb5-11" title="11"><span class="st"> </span><span class="kw"><a href="https://dplyr.tidyverse.org/reference/select.html">select</a></span>(time_hms, player_name, date, system_platform, system_region) <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb5-12" title="12"><span class="st"> </span><span class="kw"><a href="https://www.rdocumentation.org/packages/utils/topics/head">head</a></span>(<span class="dv">10</span>) <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb5-13" title="13"><span class="st"> </span><span class="kw"><a href="https://www.rdocumentation.org/packages/knitr/topics/kable">kable</a></span>()</a></code></pre></div>
<table class="table">
<thead><tr class="header">
<th align="left">time_hms</th>
<th align="left">player_name</th>
<th align="left">date</th>
<th align="left">system_platform</th>
<th align="left">system_region</th>
</tr></thead>
<tbody>
<tr class="odd">
<td align="left">03:53:33</td>
<td align="left">zfg</td>
<td align="left">2018-11-27</td>
<td align="left">Wii Virtual Console</td>
<td align="left">JPN / NTSC</td>
</tr>
<tr class="even">
<td align="left">03:54:52</td>
<td align="left">zfg</td>
<td align="left">2018-10-30</td>
<td align="left">Wii Virtual Console</td>
<td align="left">JPN / NTSC</td>
</tr>
<tr class="odd">
<td align="left">03:56:08</td>
<td align="left">zfg</td>
<td align="left">2018-09-22</td>
<td align="left">Wii Virtual Console</td>
<td align="left">JPN / NTSC</td>
</tr>
<tr class="even">
<td align="left">03:57:38</td>
<td align="left">zfg</td>
<td align="left">2018-08-20</td>
<td align="left">Wii Virtual Console</td>
<td align="left">JPN / NTSC</td>
</tr>
<tr class="odd">
<td align="left">03:58:28</td>
<td align="left">Marco</td>
<td align="left">2018-10-11</td>
<td align="left">Wii Virtual Console</td>
<td align="left">JPN / NTSC</td>
</tr>
<tr class="even">
<td align="left">03:58:45</td>
<td align="left">zfg</td>
<td align="left">2018-08-01</td>
<td align="left">Wii Virtual Console</td>
<td align="left">JPN / NTSC</td>
</tr>
<tr class="odd">
<td align="left">03:59:17</td>
<td align="left">Marco</td>
<td align="left">2018-09-29</td>
<td align="left">Wii Virtual Console</td>
<td align="left">JPN / NTSC</td>
</tr>
<tr class="even">
<td align="left">04:00:47</td>
<td align="left">Marco</td>
<td align="left">2018-09-17</td>
<td align="left">Wii Virtual Console</td>
<td align="left">JPN / NTSC</td>
</tr>
<tr class="odd">
<td align="left">04:01:05</td>
<td align="left">zfg</td>
<td align="left">2018-07-27</td>
<td align="left">Wii Virtual Console</td>
<td align="left">JPN / NTSC</td>
</tr>
<tr class="even">
<td align="left">04:01:39</td>
<td align="left">Marco</td>
<td align="left">2018-09-01</td>
<td align="left">Wii Virtual Console</td>
<td align="left">JPN / NTSC</td>
</tr>
</tbody>
</table>
</div>
<div id="category-overview" class="section level2">
<h2 class="hasAnchor">
<a href="#category-overview" class="anchor"></a>Category Overview</h2>
<p>Now we can take a look at the categories (recent) history, with highlighted records:</p>
<div class="sourceCode" id="cb6"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb6-1" title="1"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/library">library</a></span>(ggplot2)</a>
<a class="sourceLine" id="cb6-2" title="2"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/library">library</a></span>(ggrepel)</a>
<a class="sourceLine" id="cb6-3" title="3"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/library">library</a></span>(hrbrthemes)</a>
<a class="sourceLine" id="cb6-4" title="4"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/library">library</a></span>(hms)</a>
<a class="sourceLine" id="cb6-5" title="5"></a>
<a class="sourceLine" id="cb6-6" title="6">oot100 <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb6-7" title="7"><span class="st"> </span><span class="kw"><a href="https://dplyr.tidyverse.org/reference/filter.html">filter</a></span>(time_hms <span class="op">&lt;</span><span class="st"> </span>hms<span class="op">::</span><span class="kw"><a href="https://www.rdocumentation.org/packages/hms/topics/hms">hms</a></span>(<span class="dt">hours =</span> <span class="dv">6</span>)) <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb6-8" title="8"><span class="st"> </span>{</a>
<a class="sourceLine" id="cb6-9" title="9"> <span class="kw"><a href="https://ggplot2.tidyverse.org/reference/ggplot.html">ggplot</a></span>(., <span class="kw"><a href="https://ggplot2.tidyverse.org/reference/aes.html">aes</a></span>(date, time_hms)) <span class="op">+</span></a>
<a class="sourceLine" id="cb6-10" title="10"><span class="st"> </span><span class="kw"><a href="https://ggplot2.tidyverse.org/reference/geom_point.html">geom_point</a></span>(<span class="dt">size =</span> <span class="dv">1</span>, <span class="dt">alpha =</span> <span class="fl">.75</span>) <span class="op">+</span></a>
<a class="sourceLine" id="cb6-11" title="11"><span class="st"> </span><span class="kw"><a href="https://ggplot2.tidyverse.org/reference/geom_point.html">geom_point</a></span>(<span class="dt">size =</span> <span class="dv">2</span>, <span class="dt">data =</span> <span class="kw"><a href="https://dplyr.tidyverse.org/reference/filter.html">filter</a></span>(., record), <span class="kw"><a href="https://ggplot2.tidyverse.org/reference/aes.html">aes</a></span>(<span class="dt">color =</span> player_name)) <span class="op">+</span></a>
<a class="sourceLine" id="cb6-12" title="12"><span class="st"> </span><span class="kw"><a href="https://www.rdocumentation.org/packages/ggrepel/topics/geom_text_repel">geom_label_repel</a></span>(<span class="dt">data =</span> <span class="kw"><a href="https://dplyr.tidyverse.org/reference/filter.html">filter</a></span>(., record),</a>
<a class="sourceLine" id="cb6-13" title="13"> <span class="kw"><a href="https://ggplot2.tidyverse.org/reference/aes.html">aes</a></span>(<span class="dt">label =</span> time_hms, <span class="dt">color =</span> player_name),</a>
<a class="sourceLine" id="cb6-14" title="14"> <span class="dt">fill =</span> <span class="st">"white"</span>, <span class="dt">show.legend =</span> F) <span class="op">+</span></a>
<a class="sourceLine" id="cb6-15" title="15"><span class="st"> </span><span class="kw"><a href="https://ggplot2.tidyverse.org/reference/scale_date.html">scale_x_date</a></span>(<span class="dt">date_breaks =</span> <span class="st">"6 months"</span>, <span class="dt">date_labels =</span> <span class="st">"%b '%y"</span>) <span class="op">+</span></a>
<a class="sourceLine" id="cb6-16" title="16"><span class="st"> </span><span class="kw"><a href="https://ggplot2.tidyverse.org/reference/scale_date.html">scale_y_time</a></span>(<span class="dt">breaks =</span> <span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/seq">seq</a></span>(<span class="dv">2</span> <span class="op">*</span><span class="st"> </span><span class="dv">60</span><span class="op">^</span><span class="dv">2</span>, <span class="dv">20</span> <span class="op">*</span><span class="st"> </span><span class="dv">60</span><span class="op">^</span><span class="dv">2</span>, <span class="dv">1</span><span class="op">/</span><span class="dv">3</span> <span class="op">*</span><span class="st"> </span><span class="dv">60</span><span class="op">^</span><span class="dv">2</span>),</a>
<a class="sourceLine" id="cb6-17" title="17"> <span class="dt">minor_breaks =</span> <span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/seq">seq</a></span>(<span class="dv">2</span> <span class="op">*</span><span class="st"> </span><span class="dv">60</span><span class="op">^</span><span class="dv">2</span>, <span class="dv">20</span> <span class="op">*</span><span class="st"> </span><span class="dv">60</span><span class="op">^</span><span class="dv">2</span>, <span class="dv">5</span> <span class="op">*</span><span class="st"> </span><span class="dv">60</span>)) <span class="op">+</span></a>
<a class="sourceLine" id="cb6-18" title="18"><span class="st"> </span><span class="kw"><a href="https://ggplot2.tidyverse.org/reference/scale_brewer.html">scale_color_brewer</a></span>(<span class="dt">palette =</span> <span class="st">"Dark2"</span>) <span class="op">+</span></a>
<a class="sourceLine" id="cb6-19" title="19"><span class="st"> </span><span class="kw"><a href="https://ggplot2.tidyverse.org/reference/labs.html">labs</a></span>(<span class="dt">title =</span> <span class="st">"Ocarina of Time: 100% Speedrun Record History"</span>,</a>
<a class="sourceLine" id="cb6-20" title="20"> <span class="dt">subtitle =</span> <span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/paste">paste0</a></span>(<span class="st">"All data from speedrun.com (n = "</span>, <span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/nrow">nrow</a></span>(.), <span class="st">")"</span>),</a>
<a class="sourceLine" id="cb6-21" title="21"> <span class="dt">x =</span> <span class="st">"Date of Run"</span>, <span class="dt">y =</span> <span class="st">"Time"</span>,</a>
<a class="sourceLine" id="cb6-22" title="22"> <span class="dt">color =</span> <span class="st">"Runner"</span>, <span class="dt">caption =</span> <span class="st">"Data limited to sub 6h runs"</span>) <span class="op">+</span></a>
<a class="sourceLine" id="cb6-23" title="23"><span class="st"> </span><span class="kw"><a href="https://www.rdocumentation.org/packages/hrbrthemes/topics/theme_ipsum">theme_ipsum</a></span>() <span class="op">+</span></a>
<a class="sourceLine" id="cb6-24" title="24"><span class="st"> </span><span class="kw"><a href="https://ggplot2.tidyverse.org/reference/theme.html">theme</a></span>(<span class="dt">legend.position =</span> <span class="st">"top"</span>)</a>
<a class="sourceLine" id="cb6-25" title="25"> }</a></code></pre></div>
<p><img src="ocarina-of-time-100-_files/figure-html/oot_100_overview-1.png" width="768"></p>
<p>Please note that the data on speedrun.com does <em>not</em> cover the whole history. There are lots of older runs missing here, and unless the mods come together und do some historic backlogging, that’s as good as it gets for now.</p>
<p>We can also take a look at the recent developments:</p>
<div class="sourceCode" id="cb7"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb7-1" title="1"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/library">library</a></span>(lubridate)</a>
<a class="sourceLine" id="cb7-2" title="2"></a>
<a class="sourceLine" id="cb7-3" title="3">tmp &lt;-<span class="st"> </span>oot100 <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb7-4" title="4"><span class="st"> </span><span class="kw"><a href="https://dplyr.tidyverse.org/reference/filter.html">filter</a></span>(time_hms <span class="op">&lt;</span><span class="st"> </span>hms<span class="op">::</span><span class="kw"><a href="https://www.rdocumentation.org/packages/hms/topics/hms">hms</a></span>(<span class="dt">hours =</span> <span class="dv">4</span>, <span class="dt">minutes =</span> <span class="dv">30</span>),</a>
<a class="sourceLine" id="cb7-5" title="5"> date <span class="op">&gt;=</span><span class="st"> </span><span class="kw"><a href="http://lubridate.tidyverse.org/reference/ymd.html">ymd</a></span>(<span class="st">"2018-01-01"</span>)) <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb7-6" title="6"><span class="st"> </span><span class="kw"><a href="https://dplyr.tidyverse.org/reference/select.html">select</a></span>(player_name, time_hms, date)</a>
<a class="sourceLine" id="cb7-7" title="7"></a>
<a class="sourceLine" id="cb7-8" title="8"><span class="kw"><a href="https://dplyr.tidyverse.org/reference/bind.html">bind_rows</a></span>(</a>
<a class="sourceLine" id="cb7-9" title="9"> tmp,</a>
<a class="sourceLine" id="cb7-10" title="10"> tmp <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb7-11" title="11"><span class="st"> </span><span class="kw"><a href="https://dplyr.tidyverse.org/reference/group_by.html">group_by</a></span>(player_name) <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb7-12" title="12"><span class="st"> </span><span class="kw"><a href="https://dplyr.tidyverse.org/reference/summarise.html">summarize</a></span>(<span class="dt">time_hms =</span> <span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/Extremes">min</a></span>(time_hms), <span class="dt">date =</span> <span class="kw"><a href="http://lubridate.tidyverse.org/reference/today.html">today</a></span>()) <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb7-13" title="13"><span class="st"> </span>ungroup</a>
<a class="sourceLine" id="cb7-14" title="14">) <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb7-15" title="15"><span class="st"> </span>{</a>
<a class="sourceLine" id="cb7-16" title="16"> <span class="kw"><a href="https://ggplot2.tidyverse.org/reference/ggplot.html">ggplot</a></span>(., <span class="kw"><a href="https://ggplot2.tidyverse.org/reference/aes.html">aes</a></span>(date, time_hms, <span class="dt">color =</span> player_name, <span class="dt">fill =</span> player_name)) <span class="op">+</span></a>
<a class="sourceLine" id="cb7-17" title="17"><span class="st"> </span><span class="kw"><a href="https://ggplot2.tidyverse.org/reference/geom_point.html">geom_point</a></span>(<span class="dt">size =</span> <span class="dv">1</span>, <span class="dt">alpha =</span> <span class="fl">.75</span>) <span class="op">+</span></a>
<a class="sourceLine" id="cb7-18" title="18"><span class="st"> </span><span class="kw"><a href="https://ggplot2.tidyverse.org/reference/geom_path.html">geom_step</a></span>() <span class="op">+</span></a>
<a class="sourceLine" id="cb7-19" title="19"><span class="st"> </span><span class="kw"><a href="https://www.rdocumentation.org/packages/ggrepel/topics/geom_text_repel">geom_label_repel</a></span>(<span class="dt">data =</span> .</a>
<a class="sourceLine" id="cb7-20" title="20"> <span class="op">%&gt;%</span><span class="st"> </span><span class="kw"><a href="https://dplyr.tidyverse.org/reference/group_by.html">group_by</a></span>(player_name) <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb7-21" title="21"><span class="st"> </span><span class="kw"><a href="https://dplyr.tidyverse.org/reference/summarise.html">summarize</a></span>(<span class="dt">y =</span> <span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/Extremes">min</a></span>(time_hms), <span class="dt">x =</span> <span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/Extremes">max</a></span>(date)),</a>
<a class="sourceLine" id="cb7-22" title="22"> <span class="kw"><a href="https://ggplot2.tidyverse.org/reference/aes.html">aes</a></span>(<span class="dt">label =</span> <span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/paste">paste0</a></span>(player_name, <span class="st">": "</span>, y), <span class="dt">x =</span> x, <span class="dt">y =</span> y),</a>
<a class="sourceLine" id="cb7-23" title="23"> <span class="dt">color =</span> <span class="st">"black"</span>, <span class="dt">alpha =</span> <span class="fl">.75</span>, <span class="dt">show.legend =</span> F,</a>
<a class="sourceLine" id="cb7-24" title="24"> <span class="dt">hjust =</span> <span class="dv">1</span>, <span class="dt">direction =</span> <span class="st">"y"</span>, <span class="dt">nudge_x =</span> <span class="dv">60</span><span class="op">^</span><span class="dv">2</span>) <span class="op">+</span></a>
<a class="sourceLine" id="cb7-25" title="25"><span class="st"> </span><span class="kw"><a href="https://ggplot2.tidyverse.org/reference/scale_date.html">scale_x_date</a></span>(<span class="dt">date_breaks =</span> <span class="st">"1 month"</span>, <span class="dt">date_labels =</span> <span class="st">"%b '%y"</span>,</a>
<a class="sourceLine" id="cb7-26" title="26"> <span class="dt">limits =</span> <span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/c">c</a></span>(<span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/as.Date">as.Date</a></span>(<span class="ot">NA</span>), <span class="kw"><a href="http://lubridate.tidyverse.org/reference/today.html">today</a></span>() <span class="op">+</span><span class="st"> </span><span class="kw"><a href="http://lubridate.tidyverse.org/reference/period.html">days</a></span>(<span class="dv">45</span>))) <span class="op">+</span></a>
<a class="sourceLine" id="cb7-27" title="27"><span class="st"> </span><span class="kw"><a href="https://ggplot2.tidyverse.org/reference/scale_date.html">scale_y_time</a></span>(<span class="dt">breaks =</span> <span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/seq">seq</a></span>(<span class="dv">0</span>, <span class="dv">20</span> <span class="op">*</span><span class="st"> </span><span class="dv">60</span><span class="op">^</span><span class="dv">2</span>, <span class="dv">1</span><span class="op">/</span><span class="dv">12</span> <span class="op">*</span><span class="st"> </span><span class="dv">60</span><span class="op">^</span><span class="dv">2</span>),</a>
<a class="sourceLine" id="cb7-28" title="28"> <span class="dt">minor_breaks =</span> <span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/seq">seq</a></span>(<span class="dv">0</span>, <span class="dv">20</span> <span class="op">*</span><span class="st"> </span><span class="dv">60</span><span class="op">^</span><span class="dv">2</span>, <span class="dv">1</span><span class="op">/</span><span class="dv">24</span> <span class="op">*</span><span class="st"> </span><span class="dv">60</span>)) <span class="op">+</span></a>
<a class="sourceLine" id="cb7-29" title="29"><span class="st"> </span><span class="kw"><a href="https://ggplot2.tidyverse.org/reference/scale_brewer.html">scale_color_brewer</a></span>(<span class="dt">palette =</span> <span class="st">"Dark2"</span>, <span class="dt">guide =</span> F) <span class="op">+</span></a>
<a class="sourceLine" id="cb7-30" title="30"><span class="st"> </span><span class="kw"><a href="https://ggplot2.tidyverse.org/reference/scale_brewer.html">scale_fill_brewer</a></span>(<span class="dt">palette =</span> <span class="st">"Dark2"</span>, <span class="dt">guide =</span> F) <span class="op">+</span></a>
<a class="sourceLine" id="cb7-31" title="31"><span class="st"> </span><span class="kw"><a href="https://ggplot2.tidyverse.org/reference/labs.html">labs</a></span>(<span class="dt">title =</span> <span class="st">"Ocarina of Time: 100% Speedruns in 2018"</span>,</a>
<a class="sourceLine" id="cb7-32" title="32"> <span class="dt">subtitle =</span> <span class="st">"All data from speedrun.com"</span>,</a>
<a class="sourceLine" id="cb7-33" title="33"> <span class="dt">x =</span> <span class="st">"Date of Run"</span>, <span class="dt">y =</span> <span class="st">"Time (H:M:S)"</span>) <span class="op">+</span></a>
<a class="sourceLine" id="cb7-34" title="34"><span class="st"> </span><span class="kw"><a href="https://www.rdocumentation.org/packages/hrbrthemes/topics/theme_ipsum">theme_ipsum</a></span>(<span class="dt">grid =</span> <span class="st">"X"</span>) <span class="op">+</span><span class="st"> </span><span class="kw"><a href="https://ggplot2.tidyverse.org/reference/theme.html">theme</a></span>(<span class="dt">axis.text.x =</span> <span class="kw"><a href="https://ggplot2.tidyverse.org/reference/element.html">element_text</a></span>(<span class="dt">hjust =</span> <span class="dv">0</span>))</a>
<a class="sourceLine" id="cb7-35" title="35"> }</a>
<a class="sourceLine" id="cb7-36" title="36"><span class="co">#&gt; Warning in RColorBrewer::brewer.pal(n, pal): n too large, allowed maximum for palette Dark2 is 8</span></a>
<a class="sourceLine" id="cb7-37" title="37"><span class="co">#&gt; Returning the palette you asked for with that many colors</span></a>
<a class="sourceLine" id="cb7-38" title="38"></a>
<a class="sourceLine" id="cb7-39" title="39"><span class="co">#&gt; Warning in RColorBrewer::brewer.pal(n, pal): n too large, allowed maximum for palette Dark2 is 8</span></a>
<a class="sourceLine" id="cb7-40" title="40"><span class="co">#&gt; Returning the palette you asked for with that many colors</span></a>
<a class="sourceLine" id="cb7-41" title="41"><span class="co">#&gt; Warning: Removed 31 rows containing missing values (geom_point).</span></a>
<a class="sourceLine" id="cb7-42" title="42"><span class="co">#&gt; Warning: Removed 31 rows containing missing values (geom_path).</span></a></code></pre></div>
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<p><strong>Lukas Burk</strong>. Author, maintainer.
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<!-- README.md is generated from README.Rmd. Please edit that file -->
<div id="speedrunr" class="section level1">
<div class="page-header"><h1 class="hasAnchor">
<a href="#speedrunr" class="anchor"></a>speedrunr</h1></div>

<p>The goal of speedrunr is to easily access data from <a href="https://speedrun.com">speedrun.com</a>.</p>
<div id="installation" class="section level2">
<h2 class="hasAnchor">
<a href="#installation" class="anchor"></a>Installation</h2>
<p>You can install the released version of speedrunr from GitHub with:</p>
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb1-1" title="1">remotes<span class="op">::</span><span class="kw"><a href="https://www.rdocumentation.org/packages/remotes/topics/install_github">install_github</a></span>(<span class="st">"jemus42/speedrunr"</span>)</a></code></pre></div>
</div>
<div id="example" class="section level2">
<h2 class="hasAnchor">
<a href="#example" class="anchor"></a>Example</h2>
<p>Let’s say you want to plot the times of all <em>Ocarina of TIme 100%</em> runs.<br>
Let’s get started:</p>
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb2-1" title="1"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/library">library</a></span>(dplyr)</a>
<a class="sourceLine" id="cb2-2" title="2"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/library">library</a></span>(knitr)</a></code></pre></div>
<div id="identifiyng-the-game-youre-looking-for" class="section level3">
<h3 class="hasAnchor">
<a href="#identifiyng-the-game-youre-looking-for" class="anchor"></a>Identifiyng the game you’re looking for</h3>
<p>You can either search for “Ocarina of Time”, or supply <code>'oot'</code>, the game’s abbreviation on speedrun.com.</p>
<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb3-1" title="1">games &lt;-<span class="st"> </span><span class="kw"><a href="reference/get_games.html">get_games</a></span>(<span class="dt">name =</span> <span class="st">"Ocarina of Time"</span>)</a>
<a class="sourceLine" id="cb3-2" title="2"></a>
<a class="sourceLine" id="cb3-3" title="3"><span class="kw"><a href="https://www.rdocumentation.org/packages/knitr/topics/kable">kable</a></span>(games)</a></code></pre></div>
<table class="table table">
<thead><tr class="header">
<th align="left">id</th>
<th align="left">name_international</th>
<th align="left">name_twitch</th>
<th align="left">name_abbr</th>
<th align="left">weblink</th>
<th align="left">released</th>
<th align="right">released_year</th>
<th align="left">romhack</th>
<th align="left">created</th>
</tr></thead>
<tbody>
<tr class="odd">
<td align="left">j1l9qz1g</td>
<td align="left">The Legend of Zelda: Ocarina of Time</td>
<td align="left">The Legend of Zelda: Ocarina of Time</td>
<td align="left">oot</td>
<td align="left"><a href="https://www.speedrun.com/oot" class="uri">https://www.speedrun.com/oot</a></td>
<td align="left">1998-11-21</td>
<td align="right">1998</td>
<td align="left">FALSE</td>
<td align="left">2015-02-17 01:43:13</td>
</tr>
<tr class="even">
<td align="left">kdkjex1m</td>
<td align="left">The Legend of Zelda: Ocarina of Time Master Quest</td>
<td align="left">The Legend of Zelda: Ocarina of Time / Master Quest</td>
<td align="left">ootmq</td>
<td align="left"><a href="https://www.speedrun.com/ootmq" class="uri">https://www.speedrun.com/ootmq</a></td>
<td align="left">2002-01-01</td>
<td align="right">2002</td>
<td align="left">FALSE</td>
<td align="left">2015-02-21 21:46:55</td>
</tr>
<tr class="odd">
<td align="left">268vqkdp</td>
<td align="left">The Legend of Zelda: Ocarina of Time 3D</td>
<td align="left">The Legend of Zelda: Ocarina of Time 3D</td>
<td align="left">oot3d</td>
<td align="left"><a href="https://www.speedrun.com/oot3d" class="uri">https://www.speedrun.com/oot3d</a></td>
<td align="left">2011-06-16</td>
<td align="right">2011</td>
<td align="left">FALSE</td>
<td align="left">2015-09-10 00:33:00</td>
</tr>
<tr class="even">
<td align="left">nd2qgrd0</td>
<td align="left">Roblox Ocarina Of Time</td>
<td align="left">ROBLOX</td>
<td align="left">root</td>
<td align="left"><a href="https://www.speedrun.com/root" class="uri">https://www.speedrun.com/root</a></td>
<td align="left">2008-10-24</td>
<td align="right">2008</td>
<td align="left">TRUE</td>
<td align="left">2016-11-14 04:37:16</td>
</tr>
<tr class="odd">
<td align="left">76rkv4d8</td>
<td align="left">Ocarina of Time Category Extensions</td>
<td align="left">The Legend of Zelda: Ocarina of Time</td>
<td align="left">ootextras</td>
<td align="left"><a href="https://www.speedrun.com/ootextras" class="uri">https://www.speedrun.com/ootextras</a></td>
<td align="left">1998-11-21</td>
<td align="right">1998</td>
<td align="left">TRUE</td>
<td align="left">2017-01-22 17:56:13</td>
</tr>
<tr class="even">
<td align="left">m1zromd0</td>
<td align="left">Ocarina of Time Beta Quest</td>
<td align="left">Ocarina of Time Beta Quest</td>
<td align="left">ootbq</td>
<td align="left"><a href="https://www.speedrun.com/ootbq" class="uri">https://www.speedrun.com/ootbq</a></td>
<td align="left">2015-11-13</td>
<td align="right">2015</td>
<td align="left">TRUE</td>
<td align="left">2017-07-24 03:24:09</td>
</tr>
<tr class="odd">
<td align="left">v1pol9m6</td>
<td align="left">SM64: Ocarina of Time</td>
<td align="left">SM64: Ocarina of Time</td>
<td align="left">sm64oot</td>
<td align="left"><a href="https://www.speedrun.com/sm64oot" class="uri">https://www.speedrun.com/sm64oot</a></td>
<td align="left">2018-03-26</td>
<td align="right">2018</td>
<td align="left">FALSE</td>
<td align="left">2018-03-29 16:04:03</td>
</tr>
</tbody>
</table>
<p>Turns out <code>j1l9qz1g</code> is the id we’re looking for.</p>
</div>
<div id="get-the-games-categories" class="section level3">
<h3 class="hasAnchor">
<a href="#get-the-games-categories" class="anchor"></a>Get the game’s categories</h3>
<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb4-1" title="1">categories &lt;-<span class="st"> </span><span class="kw"><a href="reference/get_categories.html">get_categories</a></span>(<span class="dt">id =</span> <span class="st">"j1l9qz1g"</span>)</a>
<a class="sourceLine" id="cb4-2" title="2"></a>
<a class="sourceLine" id="cb4-3" title="3">categories <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb4-4" title="4"><span class="st"> </span><span class="kw"><a href="https://dplyr.tidyverse.org/reference/select.html">select</a></span>(<span class="op">-</span>rules) <span class="op">%&gt;%</span></a>
<a class="sourceLine" id="cb4-5" title="5"><span class="st"> </span><span class="kw"><a href="https://www.rdocumentation.org/packages/knitr/topics/kable">kable</a></span>()</a></code></pre></div>
<table class="table table">
<thead><tr class="header">
<th align="left">id</th>
<th align="left">name</th>
<th align="left">link</th>
<th align="left">type</th>
<th align="left">miscellaneous</th>
</tr></thead>
<tbody>
<tr class="odd">
<td align="left">q255jw2o</td>
<td align="left">100%</td>
<td align="left"><a href="https://www.speedrun.com/oot#100" class="uri">https://www.speedrun.com/oot#100</a></td>
<td align="left">per-game</td>
<td align="left">FALSE</td>
</tr>
<tr class="even">
<td align="left">824qn3k5</td>
<td align="left">100%</td>
<td align="left"><a href="https://www.speedrun.com/oot" class="uri">https://www.speedrun.com/oot</a></td>
<td align="left">per-level</td>
<td align="left">FALSE</td>
</tr>
<tr class="odd">
<td align="left">zdnoz72q</td>
<td align="left">All Dungeons</td>
<td align="left"><a href="https://www.speedrun.com/oot#All_Dungeons" class="uri">https://www.speedrun.com/oot#All_Dungeons</a></td>
<td align="left">per-game</td>
<td align="left">FALSE</td>
</tr>
<tr class="even">
<td align="left">z275w5k0</td>
<td align="left">Any%</td>
<td align="left"><a href="https://www.speedrun.com/oot#Any" class="uri">https://www.speedrun.com/oot#Any</a></td>
<td align="left">per-game</td>
<td align="left">FALSE</td>
</tr>
<tr class="odd">
<td align="left">02qe4z2y</td>
<td align="left">Any%</td>
<td align="left"><a href="https://www.speedrun.com/oot" class="uri">https://www.speedrun.com/oot</a></td>
<td align="left">per-level</td>
<td align="left">FALSE</td>
</tr>
<tr class="even">