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	<title>interactive &#8211; Weird Data Science</title>
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	<description>Paranormal Distributions. Cyclopean Data. Esoteric Regression.</description>
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		<title>Unveiling the Global UFO Inquirer</title>
		<link>https://www.weirddatascience.net/2018/02/22/unveiling-the-global-ufo-inquirer/</link>
					<comments>https://www.weirddatascience.net/2018/02/22/unveiling-the-global-ufo-inquirer/#respond</comments>
		
		<dc:creator><![CDATA[moth]]></dc:creator>
		<pubDate>Thu, 22 Feb 2018 07:52:54 +0000</pubDate>
				<category><![CDATA[interactive]]></category>
		<category><![CDATA[maps]]></category>
		<category><![CDATA[ufo]]></category>
		<guid isPermaLink="false">http://www.weirddatascience.net/blog/?p=152</guid>

					<description><![CDATA[<div class="mh-excerpt">Our previous post showed an interactive map of UFO sightings drawn from the NUFORC dataset. Whilst this did allow us to see UFO sightings over time, it remained a relatively crude tool that created a static visualisation for each year. In delving deeper into the NUFORC data, it <a class="mh-excerpt-more" href="https://www.weirddatascience.net/2018/02/22/unveiling-the-global-ufo-inquirer/" title="Unveiling the Global UFO Inquirer">[...]</a></div>]]></description>
										<content:encoded><![CDATA[<p>Our <a href="http://www.weirddatascience.net/index.php/2018/02/18/interactive-map-of-ufo-sightings-by-year/" rel="noopener noreferrer" target="_blank">previous post</a> showed an interactive map of UFO sightings drawn from the <a href="http://www.nuforc.org/" rel="noopener noreferrer" target="_blank">NUFORC</a> dataset. Whilst this did allow us to see UFO sightings over time, it remained a relatively crude tool that created a static visualisation for each year.</p>
<p>In delving deeper into the NUFORC data, it has become useful to create a more interactive tool. As we believe in providing potentially dangerous knowledge to the woefully unprepared mind, the Weird Data Science laboratory trepidatiously unveils the <a href="https://trapezohedron.weirddatascience.net/weirddatascience.net/global-ufo-inquirer" rel="noopener noreferrer" target="_blank">Global UFO Inquirer</a>.</p>
<p><iframe src="https://trapezohedron.weirddatascience.net/weirddatascience.net/global-ufo-inquirer/" 
        style="width: 100%; height: 800px" allowfullscreen="true"><br />
Apologies, it seems that your browser doesn&#8217;t support iframes.<br />
</iframe></p>
<p>You can visit the Global UFO Inquirer directly <a href="https://trapezohedron.weirddatascience.net/weirddatascience.net/global-ufo-inquirer/">here</a>.</p>
<p>This is a <a href="http://leafletjs.com/" rel="noopener noreferrer" target="_blank">Leaflet</a>-based map, built on <a href="https://www.r-project.org/" rel="noopener noreferrer" target="_blank">R</a> and <a href="https://shiny.rstudio.com" rel="noopener noreferrer" target="_blank">Shiny</a>. The map can be explored at will, restricted to any range of dates, with each data point from the NUFORC dataset labelled. Clicking on the icon for a report will unveil the location, date, and details of that report.</p>
<p>This has highlighted that our initial dataset is sadly incomplete. Firstly, NUFORC reports are frequently updated and the dataset we have ends in 2014. Of greater importance, however, is that the dataset to which we have access contains only the summary details of each report, which is restricted to the first line of text. The NUFORC website contains the full details, but these are not currently in our dataset.</p>
<p>We will therefore be developing a scraper to extract the full data from the NUFORC website as it is updated and feed it into the Inquirer. There is existing code floating around the net to carry out part of this task, but more work is needed. As an initial step we will link each report in the Global UFO Inquirer to the full online NUFORC report, but full data in the tool is the ultimate goal.</p>
<p>You can keep up to date with our latest collating of statistical horror on Twitter at <a href="https://twitter.com/weirddatasci" rel="noopener noreferrer" target="_blank">@WeirdDataSci</a>.</p>
<p>Every day, the horror deepens.</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">152</post-id>	</item>
		<item>
		<title>Interactive Map of UFO Sightings by Year</title>
		<link>https://www.weirddatascience.net/2018/02/18/interactive-map-of-ufo-sightings-by-year/</link>
					<comments>https://www.weirddatascience.net/2018/02/18/interactive-map-of-ufo-sightings-by-year/#comments</comments>
		
		<dc:creator><![CDATA[moth]]></dc:creator>
		<pubDate>Sun, 18 Feb 2018 02:39:44 +0000</pubDate>
				<category><![CDATA[interactive]]></category>
		<category><![CDATA[maps]]></category>
		<category><![CDATA[ufo]]></category>
		<guid isPermaLink="false">http://www.weirddatascience.net/blog/?p=128</guid>

					<description><![CDATA[<div class="mh-excerpt">Whilst an overview of a century of UFO sightings reveals a broad overall feature of the data, it is far more useful to be able to see how sightings change over time. The interactive plot below shows all sightings for a given year. We can clearly see that <a class="mh-excerpt-more" href="https://www.weirddatascience.net/2018/02/18/interactive-map-of-ufo-sightings-by-year/" title="Interactive Map of UFO Sightings by Year">[...]</a></div>]]></description>
										<content:encoded><![CDATA[<p>Whilst an overview of a century of UFO sightings reveals a broad overall feature of the data, it is far more useful to be able to see how sightings change over time.</p>
<p>The interactive plot below shows all sightings for a given year. We can clearly see that the number of reported UFO sightings greatly increases from the middle of the 1960s onward.</p>
<p><iframe src="https://trapezohedron.weirddatascience.net/weirddatascience.net/ufo-timeline/" 
        style="width: 100%; height: 800px"><br />
Apologies, it seems that your browser doesn&#8217;t support iframes.<br />
</iframe></p>
<p>You can visit this map directly <a href="https://trapezohedron.weirddatascience.net/weirddatascience.net/ufo-timeline/">here</a>.</p>
<p>You can keep up to date with our latest presentations of the beyond on Twitter at <a href="https://twitter.com/weirddatasci" rel="noopener noreferrer" target="_blank">@WeirdDataSci</a>.</p>
<p>Happy hunting.</p>
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