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	<title>SpatialKey blog &#187; Computer Aided Dispatch</title>
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		<title>More data, yet we can see things better</title>
		<link>http://blog.spatialkey.com/2010/03/more-data-yet-we-can-see-things-better/</link>
		<comments>http://blog.spatialkey.com/2010/03/more-data-yet-we-can-see-things-better/#comments</comments>
		<pubDate>Wed, 24 Mar 2010 21:16:27 +0000</pubDate>
		<dc:creator>Annick Baudot Mohageg</dc:creator>
				<category><![CDATA[Computer Aided Dispatch]]></category>
		<category><![CDATA[crisis mapping]]></category>
		<category><![CDATA[examples]]></category>
		<category><![CDATA[Law Enforcement]]></category>
		<category><![CDATA[mapping]]></category>
		<category><![CDATA[Sales & Marketing]]></category>
		<category><![CDATA[solutions]]></category>
		<category><![CDATA[visualization]]></category>

		<guid isPermaLink="false">http://blog.spatialkey.com/?p=941</guid>
		<description><![CDATA[A colleague forwarded me the link to a great IBM ad that encapsulates what businesses are dealing with today as far as data. We don&#8217;t have that type of ad budget at SpatialKey, but if we did, our message would certainly be in line with IBM&#8217;s. The future is not less data, but more. And this [...]]]></description>
			<content:encoded><![CDATA[<p>A colleague forwarded me the link to a great <a href="http://www.youtube.com/watch?v=AnL98lQdqa8" target="_blank" onclick="pageTracker._trackPageview('/outgoing/www.youtube.com/watch?v=AnL98lQdqa8&amp;referer=');">IBM ad</a> that encapsulates what businesses are dealing with today as far as data. We don&#8217;t have that type of ad budget at <a href="http://www.spatialkey.com" target="_self" onclick="pageTracker._trackPageview('/outgoing/www.spatialkey.com?referer=');">SpatialKey</a>, but if we did, our message would certainly be in line with IBM&#8217;s. The future is not less data, but more. And this applies to all kinds of industries, companies, and organizations. Yet instead of being overwhelmed by it, with the right tools, this wealth of data will actually allow us to see things better.</p>
<p><object style="height: 344px; width: 425px"><param name="movie" value="http://www.youtube.com/v/AnL98lQdqa8"><param name="allowFullScreen" value="true"><param name="allowScriptAccess" value="always"><embed src="http://www.youtube.com/v/AnL98lQdqa8" type="application/x-shockwave-flash" allowfullscreen="true" allowScriptAccess="always" width="425" height="344"></object></p>
<p>That&#8217;s the business SpatialKey is in. We&#8217;re allowing people who in the past may not have been on the front lines of data analysis to take their spreadsheets, CRM data, <a href="http://www.spatialkey.com/industry-solutions/salesforce/" target="_self" onclick="pageTracker._trackPageview('/outgoing/www.spatialkey.com/industry-solutions/salesforce/?referer=');">salesforce.com</a> data and more, map it, analyze it via simple click and drag tools, and extract meaning from it. Our goal is to help people -regular business people, not just data specialists- ask questions of their data, understand trends, and make better decisions, faster.</p>
<div id="attachment_959" class="wp-caption alignnone" style="width: 310px"><a rel="attachment wp-att-959" href="http://blog.spatialkey.com/2010/03/more-data-yet-we-can-see-things-better/weber_county_report/"><img class="size-medium wp-image-959" title="Weber_County_Report" src="http://blog.spatialkey.com/wp-content/uploads/2010/03/Weber_County_Report-300x189.jpg" alt="" width="300" height="189" /></a> <span style="line-height: 17px; font-size: 11px;">Police report</span></dt>
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<p>The great advantage of working at SpatialKey is that our clients come from such a diverse variety of organizations- each with totally different problems to address, and data analysis needs. We&#8217;re helping agencies better understand war zones and <a href="http://www.spatialkey.com/assets/casestudies/SK_ACLED.pdf" target="_blank" onclick="pageTracker._trackPageview('/outgoing/www.spatialkey.com/assets/casestudies/SK_ACLED.pdf?referer=');">address conflict</a>, allowing pharmaceutical companies analyze vaccine distribution efficiencies, or sales departments gain deeper insights into their sales funnel. Our partner Social Compact and the Citi Foundation recently launched a <a href="http://www.forbes.com/feeds/businesswire/2010/03/11/businesswire136536465.html?partner=email" target="_blank" onclick="pageTracker._trackPageview('/outgoing/www.forbes.com/feeds/businesswire/2010/03/11/businesswire136536465.html?partner=email&amp;referer=');">new service</a> based on SpatialKey to help drive investments to undeserved communities. We&#8217;re even helping <a href="http://www.spatialkey.com/industry-solutions/law-enforcement/" target="_blank" onclick="pageTracker._trackPageview('/outgoing/www.spatialkey.com/industry-solutions/law-enforcement/?referer=');">police departments</a> get more bad guys off the streets by allowing them to better understand and address crime patters. The list goes on. Right now for example,  I&#8217;m working on a case study with a client in the energy sector. They are a publicly traded company that buys excess electricity from schools, businesses, etc and sells it back to utilities or grid operators when energy use spikes. In their case, they use SpatialKey to better monitor and analyze energy capacity and therefore more quickly respond to energy need changes. SpatialKey provides them insight that they could only dream of in the past. All that with no programming, nor expensive hardware, training or software investment.</p>
<div class="mceTemp">
<dl id="attachment_960" class="wp-caption alignnone" style="width: 310px;">
<dt class="wp-caption-dt"><a rel="attachment wp-att-960" href="http://blog.spatialkey.com/2010/03/more-data-yet-we-can-see-things-better/tdwi-lostvswon/"><img class="size-medium wp-image-960" title="Sales Team report" src="http://blog.spatialkey.com/wp-content/uploads/2010/03/tdwi-lostVSwon-300x166.png" alt="" width="300" height="166" /></a><p class="wp-caption-text">Sales team report</p></div>
<div id="attachment_961" class="wp-caption alignnone" style="width: 310px"><a rel="attachment wp-att-961" href="http://blog.spatialkey.com/2010/03/more-data-yet-we-can-see-things-better/locate-customers1-2/"><img class="size-medium wp-image-961" title="Marketing team report" src="http://blog.spatialkey.com/wp-content/uploads/2010/03/locate-customers1-300x233.jpg" alt="" width="300" height="233" /></a><p class="wp-caption-text">Marketing team report</p></div>
<p>The common thread among all our clients is that they have tons of data, most of it coming from a variety of sources. They know that they could do a better job putting the pieces of the puzzle together to make better decisions, but they don&#8217;t have the energy nor budget to invest in complicated tools. Each one of our clients were amazed when they saw their first demo of SpatialKey. They suddenly saw their data like never before and could not believe such a simple solution had so much power. The power they needed to drill down into their data and make better decisions.</p>
<div id="attachment_962" class="wp-caption alignnone" style="width: 310px"><a rel="attachment wp-att-962" href="http://blog.spatialkey.com/2010/03/more-data-yet-we-can-see-things-better/acled-cs-image-1/"><img class="size-medium wp-image-962" title="ACLED CS Image 1" src="http://blog.spatialkey.com/wp-content/uploads/2010/03/ACLED-CS-Image-1-300x167.jpg" alt="" width="300" height="167" /></a><p class="wp-caption-text">Crisis mapping</p></div>
<p>The other thread we&#8217;re seeing is that once SpatialKey is used within an organization, it does not take long for others within the same company to want to start using it too. Take the example of our energy client. They immediately saw that they could use SpatialKey to track not only kilowatts, but also leads, prospects and more.</p>
<p>Our engineering team is hard at work developing new functionalities into SpatialKey. We all know that the future is about more data, not less, so we want to provide the tools needed to allow our users to see the pins in the haystack that will help guide their decisions. Looking forward to seeing what other client uses are coming our way. Want to find out more? Go to <a href="http://www.spatialkey.com/" target="_blank" onclick="pageTracker._trackPageview('/outgoing/www.spatialkey.com/?referer=');">Spatialkey.com</a> or <a href="http://www.spatialkey.com/contactcf/index.cfm" onclick="pageTracker._trackPageview('/outgoing/www.spatialkey.com/contactcf/index.cfm?referer=');">contact us</a>.</p>
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		<title>Where are the Loud Neighbors?  Late Night Noise in Sacramento, CA</title>
		<link>http://blog.spatialkey.com/2009/11/where-are-the-loud-neighbors-late-night-noise-in-sacramento-ca/</link>
		<comments>http://blog.spatialkey.com/2009/11/where-are-the-loud-neighbors-late-night-noise-in-sacramento-ca/#comments</comments>
		<pubDate>Mon, 02 Nov 2009 16:45:41 +0000</pubDate>
		<dc:creator>Tom Link</dc:creator>
				<category><![CDATA[Computer Aided Dispatch]]></category>
		<category><![CDATA[data import]]></category>
		<category><![CDATA[examples]]></category>
		<category><![CDATA[Law Enforcement]]></category>
		<category><![CDATA[mapping]]></category>
		<category><![CDATA[Sacramento]]></category>
		<category><![CDATA[solutions]]></category>
		<category><![CDATA[visualization]]></category>

		<guid isPermaLink="false">http://blog.spatialkey.com/?p=474</guid>
		<description><![CDATA[The Sacramento Police Department makes their dispatch database publicly available via monthly text files.  These files are exported from Sacramento&#8217;s Computer Aided Dispatch (CAD) system, which supports police dispatch and response functions in their 911 center.  These files include information about each dispatch, including details like date and time, type of call &#8211; from homicides [...]]]></description>
			<content:encoded><![CDATA[<p>The Sacramento Police Department makes their <a href="http://www.sacpd.org/crime/stats/dispatch/" target="_blank" onclick="pageTracker._trackPageview('/outgoing/www.sacpd.org/crime/stats/dispatch/?referer=');">dispatch database</a> publicly available via monthly text files.  These files are exported from Sacramento&#8217;s <a href="http://en.wikipedia.org/wiki/Computer-assisted_dispatch" target="_blank" onclick="pageTracker._trackPageview('/outgoing/en.wikipedia.org/wiki/Computer-assisted_dispatch?referer=');">Computer Aided Dispatch</a> (CAD) system, which supports police dispatch and response functions in their 911 center.  These files include information about each dispatch, including details like date and time, type of call &#8211; from homicides to traffic stops &#8211; and location.</p>
<div id="attachment_476" class="wp-caption aligncenter" style="width: 545px"><a href="http://blog.spatialkey.com/wp-content/uploads/2009/10/dispatchText.png"><img class="size-large wp-image-476" title="Dispatch Data for Sacramento, CA in August 2009" src="http://blog.spatialkey.com/wp-content/uploads/2009/10/dispatchText-535x140.png" alt="Dispatch Data for Sacramento, CA in August 2009" width="535" height="140" /></a><p class="wp-caption-text">The first few rows of the Sacramento dispatch export</p></div>
<p style="text-align: center;">
<p>It took just a couple of minutes to import one of these files into <a href="http://www.spatialkey.com" target="_blank" onclick="pageTracker._trackPageview('/outgoing/www.spatialkey.com?referer=');">SpatialKey</a>, where we can produce rich interactive maps and reports related to dispatch activity in Sacramento.  The file from August 2009 contained about 30,600 records with location information.  Dispatches for <b><em>Disturbance-Noise</em></b> were the 7th most common type of dispatch in August.</p>
<p style="text-align: center;">
<div id="attachment_488" class="wp-caption aligncenter" style="width: 545px"><a href="http://blog.spatialkey.com/wp-content/uploads/2009/10/Distrubance-Noise-Heatmap.png"><img class="size-large wp-image-488" title="Distrubance-Noise Heatmap" src="http://blog.spatialkey.com/wp-content/uploads/2009/10/Distrubance-Noise-Heatmap-535x344.png" alt="Heatmap of the 1079 Noise Disturbances in Sacramento during August 2009." width="535" height="344" /></a><p class="wp-caption-text">Heatmap of the 1079 Noise Disturbances in Sacramento during August 2009.</p></div>
<p>By using the <a href="http://www.spatialkey.com/products-features/details/trend/" target="_blank" onclick="pageTracker._trackPageview('/outgoing/www.spatialkey.com/products-features/details/trend/?referer=');">Temporal Heat Index</a> and Timeline to inspect the date and time of occurrence, we get a better picture of when <b><em>Disturbance-Noise</em></b> calls occurred.  The Temporal Heat Index summarizes the number of crimes by hour of day and day of week.  Notice the dispatch volume is generally highest late at night &#8211; especially on Saturday and Sunday.</p>
<div id="attachment_477" class="wp-caption aligncenter" style="width: 545px"><a href="http://blog.spatialkey.com/wp-content/uploads/2009/10/TemportalHeatIndex-SacramentoNoise.png"><img class="size-large wp-image-477" title="Temportal Heat Index" src="http://blog.spatialkey.com/wp-content/uploads/2009/10/TemportalHeatIndex-SacramentoNoise-535x347.png" alt="Most dispatches related to noise happen late at night on weekends." width="535" height="347" /></a><p class="wp-caption-text">Most dispatches related to noise happen late at night on weekends.</p></div>
<p>So where are these early morning disturbances?  Simply select day/hour grids of interest and zoom in to see the detail.  Here&#8217;s a look at noise disturbances southeast of Capitol Park between 1 and 3am on weekends in August:</p>
<div id="attachment_478" class="wp-caption aligncenter" style="width: 545px"><a href="http://blog.spatialkey.com/wp-content/uploads/2009/10/LateNiteNoiseZoom.png"><img class="size-large wp-image-478" title="Late Nite Noise in Sacramento" src="http://blog.spatialkey.com/wp-content/uploads/2009/10/LateNiteNoiseZoom-535x401.png" alt="Late Nite Noise in Sacramento" width="535" height="401" /></a><p class="wp-caption-text">Southeast of Capital Park might be a good place to party but a hard place to sleep on weekends.</p></div>
<h3 style="text-align: left;">Try it for yourself</h3>
<p>You can open up the sample report that we created to visualize these dispatches.  The report is fully interactive, so you can really explore the dispatch activity in Sacramento.  We saved the report with a filter for <b><em>Disturbance-Noise</em></b>. Try modifying this filter &#8211; and adding others &#8211; to see how SpatialKey works.  Interested in seeing where and when the 338 <b><em>Drunk Suspect</em></b>s were encountered?  Or the 27 <b><em>Shooting into Inhabited Dwelling</em></b>s?  Maybe you want to see where and when the 2246 <b><em>Subject Stop</em></b>s occurred.  It&#8217;s simple with SpatialKey.</p>
<ul>
<li><a class="try-btn" href="http://tinyurl.com/ygu3nx7" onclick="pageTracker._trackPageview('/outgoing/tinyurl.com/ygu3nx7?referer=');">Try Sample Report</a></li>
</ul>
<p>Looking for easy-to-use location intelligence from your own data?  <a href="http://spatialkey.com/signup/" target="_blank" onclick="pageTracker._trackPageview('/outgoing/spatialkey.com/signup/?referer=');">Get started with our free trial</a>, and start visualizing your data in minutes without installing any software.</p>
<h3 style="text-align: left;">Notes</h3>
<p>The images and reports in this post were created with publicly accessible data.  Check out <a href="http://www.sacpd.org/crime/stats/dispatch/" target="_blank" onclick="pageTracker._trackPageview('/outgoing/www.sacpd.org/crime/stats/dispatch/?referer=');">Sacramento&#8217;s dispatch page</a> to see their notes about what data is included.  We omitted data without address location in our SpatialKey report.</p>
<p>We have no association with the Sacramento police department (but we’d love to, so <a onclick="pageTracker._trackPageview('/outgoing/spatialkey.com/contactcf/general.cfm?type=sales&amp;referer=');pageTracker._trackPageview('/outgoing/spatialkey.com/contactcf/general.cfm?type=sales&amp;referer=http://blog.spatialkey.com/?p=474&amp;preview=true');" href="http://spatialkey.com/contactcf/general.cfm?type=sales">contact us</a> if you’re from the Sacramento PD and want to use SpatialKey).  SpatialKey does have specific features designed for <a href="http://www.spatialkey.com/industry-solutions/law-enforcement/" onclick="pageTracker._trackPageview('/outgoing/www.spatialkey.com/industry-solutions/law-enforcement/?referer=');">Law Enforcement</a>.</p>
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