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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta name="generator" content="pandoc" />
<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
<title>R Notebook</title>
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<h1 class="title toc-ignore">R Notebook</h1>
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<pre class="r"><code>wiki &lt;- readr::read_csv(here::here(&quot;data-raw/result.csv&quot;))</code></pre>
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<pre><code>New names:
* `` -&gt; ...1</code></pre>
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<pre><code>Rows: 500 Columns: 13
── Column specification ──────────────────────────────────────────────────────────────
Delimiter: &quot;,&quot;
chr (13): ...1, Category, Geolocation, City, Managed by, Used by, Software Deploye...
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.</code></pre>
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<pre class="r"><code>geo &lt;- wiki |&gt;
janitor::clean_names() |&gt;
select(geolocation) |&gt;
filter(!is.na(geolocation))</code></pre>
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<h2>Prepare</h2>
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<pre class="r"><code>dms_to_decimal &lt;- function(input) {
sp::char2dms(input, chd=&quot;d&quot;, chm=&quot;m&quot;, chs=&quot;s&quot;) |&gt; as.numeric()
}
geo &lt;- geo |&gt;
head(10) |&gt;
mutate(geolocation = toupper(geolocation),
geolocation = str_replace_all(geolocation, &#39;°&#39;, &quot;d&quot;),
geolocation = str_replace_all(geolocation, &quot;&#39;&quot;, &quot;m&quot;),
geolocation = str_replace_all(geolocation, &#39;&quot;&#39;, &quot;s&quot;)) |&gt;
mutate(geo_split = stringr::str_split(geolocation, &quot;,&quot;)) |&gt;
rowwise() |&gt;
mutate(lat = dms_to_decimal(geo_split[1]),
long = dms_to_decimal(geo_split[2]))</code></pre>
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