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	<title>Quantcast</title>
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		<title>Quantcast at The Webby Awards!</title>
		<link>https://www.quantcast.com/inside-quantcast/2013/05/quantcast-at-the-webby-awards/</link>
		<comments>https://www.quantcast.com/inside-quantcast/2013/05/quantcast-at-the-webby-awards/#comments</comments>
		<pubDate>Wed, 22 May 2013 16:26:44 +0000</pubDate>
		<dc:creator>lcondrey</dc:creator>
				<category><![CDATA[I.Q. Inside Quantcast]]></category>
		<category><![CDATA[Events]]></category>
		<category><![CDATA[Mobile]]></category>
		<category><![CDATA[Trends]]></category>

		<guid isPermaLink="false">https://www.quantcast.com/?p=14608</guid>
		<description><![CDATA[Last night, Quantcast joined The Webby Awards in honoring the best of the web during Internet Week New York. As part of our launch of mobile app measurement this year, Quantcast was the premier measurement and mobile sponsor of The &#8230; <a href="https://www.quantcast.com/inside-quantcast/2013/05/quantcast-at-the-webby-awards/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Last night, Quantcast joined <a href="https://www.webbyawards.com/">The Webby Awards</a> in honoring the best of the web during Internet Week New York. As part of our launch of mobile app measurement this year, Quantcast was the premier measurement and mobile sponsor of The Webby Awards, which featured some of our favorite publishers – The Onion, Vox Media and Pitchfork.</p>
<p>See what our Quantified publishers had to say about mobile and Quantcast Measure!</p>

<div class="one">
		        <iframe src="http://player.vimeo.com/video/66743592" width="500" height="281" frameborder="0" webkitAllowFullScreen mozallowfullscreen allowFullScreen></iframe>
		    </div>
<p><em>-Stats source Google and eMarketer</em></p>
<p>Interested in information like this about your web, mobile web or app audience? <a href="http://www.quantcast.com/measure">Then get Quantified today for free!</a></p><br/>]]></content:encoded>
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		<title>1+1 = 3: Audience Measurement and Analytics Together</title>
		<link>https://www.quantcast.com/inside-quantcast/2013/05/11-3-audience-measurement-and-analytics-together/</link>
		<comments>https://www.quantcast.com/inside-quantcast/2013/05/11-3-audience-measurement-and-analytics-together/#comments</comments>
		<pubDate>Wed, 15 May 2013 00:18:47 +0000</pubDate>
		<dc:creator>lcondrey</dc:creator>
				<category><![CDATA[I.Q. Inside Quantcast]]></category>

		<guid isPermaLink="false">https://test.quantcast.com/?p=14569</guid>
		<description><![CDATA[Analytics tools can be very powerful and helpful for discovering information about a website or app to get a picture of user interaction within the product. This helps publishers make more informed content and product decisions. But analyzing traffic metrics &#8230; <a href="https://www.quantcast.com/inside-quantcast/2013/05/11-3-audience-measurement-and-analytics-together/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Analytics tools can be very powerful and helpful for discovering information about a website or app to get a picture of user interaction within the product. This helps publishers make more informed content and product decisions. </p>

<p>But analyzing traffic metrics without knowing your audience only tells half the story. The term “analytics” is often used synonymously with “audience measurement.” Though the two are complementary, there are differences:</p>

<p><strong>In analytics,</strong> the publisher monitors traffic and navigation patterns within its product or property. Analysis of those numbers can contribute to better flow within the site or app, increased engagement, and overall satisfaction.</p>

<p><strong>Audience measurement,</strong> as the name indicates, provides insight into audiences. It’s information about who is visiting as well as how many people. By attaching a customer profile (demographics, frequency of visits, income, education, location) to otherwise unidentified unique visitors, the metrics become more meaningful.</p>

<p>Larger publishers have historically used audience measurement metrics to attract advertising partners. But audience measurement can also play an important role in product development and audience acquisition strategies by providing deeper insight into audiences, interests, and broader media consumption behaviors.</p>

<p>Using audience measurement metrics alongside directly measured traffic trends helps publishers provide a clear picture of their users to advertisers and also adjust promotions, tactics, and business strategies dynamically.</p>

<p>In our next post in this series, we’ll discuss different approaches to audience measurement and provide more insights on how these tools can complement your existing analytics solution.</p>

<p>If you’re not already using Quantcast Measure for direct audience measurement of both your web and mobile properties, read more about <a href="/measure">Quantcast Measure here</a>. Implementation is quick and straightforward, and results are shown in one place for a holistic picture.</p>

<a><img src="/wp-content/uploads/2013/05/Audience_Meas_Graphic.png" alt="" title="Audience_Meas_Graphic" width="734" height="400" class="aligncenter size-full wp-image-14571" /></a>]]></content:encoded>
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		<title>IAB Mobile Engage Take Five: Konrad Feldman</title>
		<link>https://www.quantcast.com/inside-quantcast/2013/05/iab-mobile-engage-take-five-konrad-feldman/</link>
		<comments>https://www.quantcast.com/inside-quantcast/2013/05/iab-mobile-engage-take-five-konrad-feldman/#comments</comments>
		<pubDate>Tue, 07 May 2013 17:28:33 +0000</pubDate>
		<dc:creator>lcondrey</dc:creator>
				<category><![CDATA[I.Q. Inside Quantcast]]></category>

		<guid isPermaLink="false">https://test.quantcast.com/?p=14393</guid>
		<description><![CDATA[Ahead of this year&#8217;s Mobile Engage conference, Konrad Feldman, Co-founder &#038; CEO of Quantcast, gives his views on key issues in the mobile space. This year may be the first time that more time is spent online via mobile devices &#8230; <a href="https://www.quantcast.com/inside-quantcast/2013/05/iab-mobile-engage-take-five-konrad-feldman/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p><em>Ahead of this year&#8217;s Mobile Engage conference, Konrad Feldman, Co-founder &#038; CEO of Quantcast, gives his views on key issues in the mobile space.</em></p>
<p><strong>This year may be the first time that more time is spent online via mobile devices than through PCs. What does this mean for your business?</strong></p>
<p>The way people are consuming media is indeed changing, with tablets and smartphones making up an increasing portion of engagement. In 2012, global mobile data traffic grew 70 percent, and it is projected that by the end of 2013, the number of mobile-connected devices will exceed the number of people on Earth.</p>
<p>As a result, publishers, app developers and marketers alike need a more accurate way to measure across all platforms (desktop, mobile web, apps) and get a clear, unified view of their digital audiences to better understand, serve and monetise them. For Quantcast, this is our sweet spot. We’re committed to providing the best understanding of digital audiences, regardless of where they consume media. We introduced mobile web measurement over one year ago, and with the recent launch of <a href="https://www.quantcast.com/measurement/quantcast-measure-for-mobile-apps/">Quantcast Measure for Apps</a>, we now provide a single unified view of audiences across desktop web, mobile web and apps.</p>
<p><strong>What are the key challenges in mobile at the moment? Why?</strong></p>
<p>While the browser is still the most popular app on most smartphones, independent apps continue to gain widespread popularity. In just the month of February, there were over 60,000 new apps introduced to the market.</p>

<p>With this in mind, the biggest challenge for the industry centres around cross-platform measurement. As consumers switch between devices, there is increased need to consider all media consumption to effectively understand and audiences are create relevant experiences for all audiences (and, of course, to monetise their engagement with your content effectively). Because mobile measurement has traditionally included less granularity than we have grown used to on the web, cross-platform monetization is challenging. There exists a general lack of demographic data and no consistent methodology for measuring across platforms, which has left publishers and advertisers with a conundrum.</p>

<p>Consumers are fragmented, volatile and dynamic, yet providing provide rich, sticky consumer experiences, and monetizing those effectively requires that you understand who those consumers are and how they are, holistically, consuming your content. Finding an accurate, directly measured solution is essential to solving this challenge.</p>
<p><strong>Where are the key opportunities in mobile at the moment? Why?</strong></p>
<p>Cross-platform measurement technologies are needed to give publishers a more holistic understanding of campaign reach and engagement and to give advertisers an accurate view of opportunities across multiplatform publishers.</p>

<p>If both buyers and sellers can better understand the entire audience, across platforms, then it will be easier to organise, buy and sell these audiences. That reduces costs for both buyers and sellers, increases yield and return, and delivers more relevant experiences for consumers.</p>
<p><strong>What will the mobile marketing landscape look like in five years’ time?</strong></p>
<p>From a media perspective, in the future I believe we won’t be talking about mobile. The landscape will be just digital; mobile will be folded into the overall digital mix. This has already started to happen: mobile is now included into the overall <a href="http://www.iabuk.net/about/press/archive/uk-digital-adspend-up-125-to-almost-55bn">IAB Ad Spend 2013</a>. Mobile is a connected device just like your desktop PC and should now be considered in the same way.</p>

<p><strong>What is your top tip for anyone looking to get more involved in mobile?</strong></p>
<p>Digital ad spend is now over £5.5 billion, and over £500 million of that is spent on mobile. If you’re not focused on mobile right now, you’re behind. The industry is now paying attention and actively working to develop solutions that will improve the ad opportunities and experiences here, so our top tip would be to not wait, but start to experiment and start learning.</p>]]></content:encoded>
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		<title>New Measure Feature: New Installs Versus Upgrades</title>
		<link>https://www.quantcast.com/inside-quantcast/2013/05/new-measure-feature-new-installs-versus-upgrades/</link>
		<comments>https://www.quantcast.com/inside-quantcast/2013/05/new-measure-feature-new-installs-versus-upgrades/#comments</comments>
		<pubDate>Fri, 03 May 2013 21:14:39 +0000</pubDate>
		<dc:creator>lcondrey</dc:creator>
				<category><![CDATA[I.Q. Inside Quantcast]]></category>

		<guid isPermaLink="false">https://test.quantcast.com/?p=14346</guid>
		<description><![CDATA[Quantified mobile app publishers logging in to monitor their mobile app metrics last week may have noticed that we now differentiate between new app installs and version upgrades via a new tab in our reporting dashboard. Differentiating between new installs &#8230; <a href="https://www.quantcast.com/inside-quantcast/2013/05/new-measure-feature-new-installs-versus-upgrades/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Quantified mobile app publishers logging in to monitor their mobile app metrics last week may have noticed that we now differentiate between new app installs and version upgrades via a new tab in our reporting dashboard.</p>
<p>Differentiating between new installs and upgrades allows publishers to better interpret their new user base and evaluate existing users&#8217; loyalty and willingness to upgrade. Previously, install metrics (new installs and upgrades) were shown in a bundle. As such, it was easy to assume that the number of installs equated to the number of new users.</p>
<p>Both Android and iOS versions of a single app title are shown in the same traffic graph, allowing publishers to compare and tell a story. Users can also flip between the graphs under &#8220;More Options&#8221; to see top versions. This allows a publisher to see how different versions of iOS and Android stack up against each other in terms of their <a href="https://www.quantcast.com/learning-center/glossary/">Uniques, Visits, Installs and Upgrades.</a></p>
<img src="/wp-content/uploads/2013/05/featuresblogpost.png" alt="" title="featuresblogpost" width="650" height="403" class="aligncenter size-full wp-image-14042" /></a>]]></content:encoded>
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		<title>Who Uses BitCoins?</title>
		<link>https://www.quantcast.com/inside-quantcast/2013/04/who-uses-bitcoins/</link>
		<comments>https://www.quantcast.com/inside-quantcast/2013/04/who-uses-bitcoins/#comments</comments>
		<pubDate>Fri, 19 Apr 2013 22:59:50 +0000</pubDate>
		<dc:creator>lcondrey</dc:creator>
				<category><![CDATA[I.Q. Inside Quantcast]]></category>

		<guid isPermaLink="false">https://test.quantcast.com/?p=14566</guid>
		<description><![CDATA[In the past few weeks, Bitcoin has received a lot of attention in the media and from investors. Much less attention has been bestowed upon those who actually use this curious currency. Relative Bitcoin Interest We at Quantcast are all &#8230; <a href="https://www.quantcast.com/inside-quantcast/2013/04/who-uses-bitcoins/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p><em>In the past few weeks, Bitcoin has received a lot of attention in the media and from investors. Much less attention has been bestowed upon those who actually use this curious currency.</em></p>
<h2>Relative Bitcoin Interest</h2>
<img src="/wp-content/uploads/2013/04/Screen-Shot-2013-04-19-at-1.50.26-PM.png" alt="" title="Screen Shot 2013-04-19 at 1.50.26 PM" width="407" height="123" class="aligncenter size-full wp-image-13946" /></a><br/>
<p>We at Quantcast are all about measuring audiences; we’re also no strangers to a mining conversation over a <a href="/careers">delicious catered lunch.</a> We dug a bit (no pun) to get some info about these masked coin collectors (we’ll call them Bitcoiners), using the vast visibility we have into habits of consumers on the Internet. This is what our proprietary data showed:</p>
<p>Despite rumors of the <a href="http://dealbook.nytimes.com/2013/04/11/as-big-investors-emerge-bitcoin-gets-ready-for-its-close-up/?hp">Winklevoss twins cornering the Bitcoin market</a>, Bitcoiners skew only ever so <strong>slightly wealthier than the average population.</strong></p>
<img src="/wp-content/uploads/2013/04/bitcoinimage11.png" alt="" title="bitcoinimage11" width="500" height="240" class="aligncenter size-full wp-image-13974" /></a>
<p>Bitcoiners do, however, skew young. More significantly, they tend to be <strong>very male</strong>.</p>
<img src="/wp-content/uploads/2013/04/bitcoin12.png" alt="" title="bitcoin12" width="475" height="450" class="aligncenter size-full wp-image-13980" /></a>
<p>It’s unsurprising that Bitcoiners have a lot of interest in <strong>technology-related terms</strong>…</p>
<img src="/wp-content/uploads/2013/04/bitcoinsimage3.png" alt="" title="bitcoinsimage3" width="530" height="350" class="aligncenter size-full wp-image-13961" /></a><br/>
<p>… And tend to hail from universities, especially from institutions heavy on engineering, such as RIT, MIT, Cal, and University of Waterloo up in Canada.</p>
<img src="/wp-content/uploads/2013/04/bitcoinimage4.png" alt="" title="bitcoinimage4" width="530" height="350" class="aligncenter size-full wp-image-13966" /></a><br/>
<p>Want information like this for your audience, website, network, campaign? <a href="/measurement">Then get Quantified today for free!</a></p>
<p><em>Posted by Ksenya Gusak, Head of Sales Insights, and Mark Cooper, Engineering Manager &#8211; Measurement</em></p>]]></content:encoded>
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		<title>Life After Google: Why I Joined Quantcast</title>
		<link>https://www.quantcast.com/inside-quantcast/2013/04/life-after-google-why-i-joined-quantcast/</link>
		<comments>https://www.quantcast.com/inside-quantcast/2013/04/life-after-google-why-i-joined-quantcast/#comments</comments>
		<pubDate>Thu, 18 Apr 2013 16:00:31 +0000</pubDate>
		<dc:creator>lcondrey</dc:creator>
				<category><![CDATA[I.Q. Inside Quantcast]]></category>
		<category><![CDATA[Company News]]></category>

		<guid isPermaLink="false">https://www.quantcast.com/?p=13938</guid>
		<description><![CDATA[“Why Quantcast?” That’s a question I’m frequently asked by co-workers and friends. “Why them?” By way of a quick background, I had previously worked at Google, starting in February 2000. Back then, the would-be search giant had less than 100 &#8230; <a href="https://www.quantcast.com/inside-quantcast/2013/04/life-after-google-why-i-joined-quantcast/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>“Why Quantcast?” That’s a question I’m frequently asked by co-workers and friends. “Why them?”</p>
<p>By way of a quick background, I had previously worked at Google, starting in February 2000. Back then, the would-be search giant had less than 100 employees and virtually no revenue. The engineers had just completed beta-testing the start-up’s foray into advertising. I was hired as Google’s first ad exec and was charged with building a team of senior advertising sales leaders with industry-specific expertise (e.g., automotive, finance, etc.). For the next seven years, I did my part to help Google grow its ad revenues from zero to many, many millions of dollars.</p>
<span id="more-13938"></span>
<p>In 2007, I left Google to work with early stage start-ups as an advisor, an investor, and an operator. Then, just a few months ago, I was introduced to Quantcast (a few ex-Googlers were on the executive team). As I learned more about the company, I became increasingly interested and convinced that I wanted to be part of it. Why? From my experience at Google and more recently with start-ups, I learned that successful growth companies all have three essential elements in common:</p>
<ol>
        <li>Smart people (who you want to work with).</li>
	<li>A product/solution powered by superior technology.</li>
	<li>A huge addressable market. </li>
</ol>

<p>It quickly became clear that Quantcast is strong in each of these areas.</p>
<p>More than a third of the company’s 340 employees are engineers – including the founder/CEO. The company management team is full of bright, experienced leaders who also pass <a href="http://www.business-standard.com/article/opinion/shyamal-majumdar-google-s-airport-test-112112300020_1.html">“the airport test,”</a> as we referred to it at Google. Across the company and at every level in the organization, there is a very high bar set for the kind of talent and type of person Quantcast looks to hire. No matter what corner of the company you find yourself in, you’re bound to learn, create, and innovate.</p>
<p>Quantcast’s advertising solution is built on sophisticated technology and leverages a massive real-time data set, both of which are unique to Quantcast. This provides the company with a distinct competitive advantage and significant barrier of entry. Quantcast’s ad solution helps marketers drive ROI from display ads. This is a huge market, and it’s growing fast. In fact, Eric Schmidt remarked that the online display market could become a $200 billion ad business. </p>
<p>Quantcast also exhibits a fourth key characteristic of a company on the move: revenue with an impressive growth trajectory. Quantcast has a large, growing base of satisfied advertisers spending an increasingly larger portion of their budget with us. Performance-focused marketers vote with their ad dollars. Quantcast’s fast-growing revenues validate the strength of our solution and support a fast-growing team.</p>
<p>So, in the end, I joined Quantcast because in a number of important areas it feels a lot like Google did – way back around 2002. Take a look for yourself, and feel free to ping me with any questions at dscacco @ quantcast dot com.</p>
<p><em>Posted by David Scacco, Sr. Director, Agency &#038; Marketer Development</em></p>
]]></content:encoded>
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		<title>Musing on Mobile at IAB</title>
		<link>https://www.quantcast.com/inside-quantcast/2013/04/musing-on-mobile-at-iab/</link>
		<comments>https://www.quantcast.com/inside-quantcast/2013/04/musing-on-mobile-at-iab/#comments</comments>
		<pubDate>Fri, 12 Apr 2013 20:58:28 +0000</pubDate>
		<dc:creator>lcondrey</dc:creator>
				<category><![CDATA[I.Q. Inside Quantcast]]></category>

		<guid isPermaLink="false">https://www.quantcast.com/?p=13912</guid>
		<description><![CDATA[At the IAB Mobile Marketplace conference yesterday we saw and heard about the different ways in which media is consumed. People are accessing content across multiple devices and, more than ever, while on the go. While the browser is still &#8230; <a href="https://www.quantcast.com/inside-quantcast/2013/04/musing-on-mobile-at-iab/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>At the IAB Mobile Marketplace conference yesterday we saw and heard about the different ways in which media is consumed. People are accessing content across multiple devices and, more than ever, while on the go. While the browser is still the most popular app on most smartphones, apps by publishers are continuing to gain popularity. In just the month of February, there were almost 67,000 new apps introduced to the four dominant operating systems.</p>
<p>For publishers and advertisers, mobile apps add yet another dimension to the data needed for buy and sell sides to gain a complete understanding of complex audience behavior.</p>
<p>Most cross-platform publishers have business models based on monetizing audiences, and given the significance of mobile, itâs more crucial than ever to provide solid measurement and tools to help monetize these mobile audiences. In response, cross-platform measurement technologies are needed to give publishers a more holistic understanding of campaign reach and engagement and to give advertisers an accurate view of insights across multiplatform publishers. Specifically, we believe that in order to understand, segment and act on digital audiences in a cross-platform world, the first thing you need to do is collect quality data to measure them, with the real-time nature of this measurement being paramount. Due to the high level of volatility with apps, it is even more important that measurement is directly integrated in order to get a truly accurate view of usage.</p>
<p>For close to seven years, Quantcast Measure has been the pioneer and industry standard for free direct audience measurement on the web, which means that rather than using a panel-based approach, we directly measure your audiences. In 2011 we expanded Quantcast Measure to include Mobile Web and in March we introduced Quantcast Measure for Apps â completing the trifecta of insight into cross-platform audience trends. We hope that youâre as excited about this product as we are and look forward to the future of what it means for mobile marketing.</p>
]]></content:encoded>
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		<title>The New and Improved Compare Site</title>
		<link>https://www.quantcast.com/inside-quantcast/2013/04/the-new-and-improved-compare-site/</link>
		<comments>https://www.quantcast.com/inside-quantcast/2013/04/the-new-and-improved-compare-site/#comments</comments>
		<pubDate>Fri, 05 Apr 2013 01:47:27 +0000</pubDate>
		<dc:creator>lcondrey</dc:creator>
				<category><![CDATA[I.Q. Inside Quantcast]]></category>

		<guid isPermaLink="false">https://www.quantcast.com/?p=13887</guid>
		<description><![CDATA[Our Compare Site feature is back! And we’re excited to reintroduce it with a cleaner look. The Quantcast Compare Site feature allows side-by-side comparison of up to four publishers, showcasing Uniques, People, Visits, and Page Views in one place. What &#8230; <a href="https://www.quantcast.com/inside-quantcast/2013/04/the-new-and-improved-compare-site/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Our Compare Site feature is back! And we’re excited to reintroduce it with a cleaner look. The Quantcast Compare Site feature allows side-by-side comparison of up to <strong>four</strong> publishers, showcasing Uniques, People, Visits, and Page Views in one place. </p>
<p>What does it look like in action? The example below demonstrates comparing four different sites: a Q&#038;A site, a dating site, a cooking site, and a news site. We can see that traffic to the news site spikes on Mondays, while dating and cooking hold steady throughout the week. By switching to the Visits and Page Views tabs, we can understand usage intensity by comparing ratios like Visits per Uniques between the sites. Comparing sites with Quantcast provides useful information for competitive evaluation, gathering a correlation between categories or sites, or interpreting patterns throughout the week. </p>
<img src="/wp-content/uploads/2013/04/Screen-Shot-2013-04-04-at-9.33.53-PM2.png" width="435" height="381" class="aligncenter size-full wp-image-13898" /></a><p></p>
<p>To access our Compare Site functionality, go to Quantcast.com and go to any site’s profile page from the search box at the top.  Once the data from a Quantified site appears, click on the gray “Compare Site” button at the top right of the graph and add up to three other sites to compare to the one you’re viewing.</p>
<p>Check it out today to see how your favorite sites stack up!</p>]]></content:encoded>
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		<title>Quantcast Introduces Cross-Platform Measurement with Measure for Apps</title>
		<link>https://www.quantcast.com/inside-quantcast/2013/03/quantcast-introduces-cross-platform-measurement-with-measure-for-apps/</link>
		<comments>https://www.quantcast.com/inside-quantcast/2013/03/quantcast-introduces-cross-platform-measurement-with-measure-for-apps/#comments</comments>
		<pubDate>Thu, 21 Mar 2013 13:18:09 +0000</pubDate>
		<dc:creator>lcondrey</dc:creator>
				<category><![CDATA[I.Q. Inside Quantcast]]></category>

		<guid isPermaLink="false">https://www.quantcast.com/?p=13825</guid>
		<description><![CDATA[The availability of content anywhere and the rapidly increasing number of devices people use have changed the landscape for publishers, developers and advertisers dramatically. The world has gone mobile, and people are spending more of their time on mobile devices &#8230; <a href="https://www.quantcast.com/inside-quantcast/2013/03/quantcast-introduces-cross-platform-measurement-with-measure-for-apps/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[
<p>The availability of content anywhere and the rapidly increasing number of devices people use have changed the landscape for publishers, developers and advertisers dramatically. The world has gone mobile, and people are spending more of their time on mobile devices and accessing content through mobile apps. Mobile devices and apps are now a feature of everyday life; in fact, it is projected that by the end of 2013, the number of mobile devices will exceed the number of people on earth and that close to 2 million apps will be available across the Apple App Store and Google Play.</p>
<p>Publishers and app developers need an accurate way to measure across all platforms (desktop, mobile web, apps) to get a clear, unified view of their digital audiences. Most cross-platform publishers monetize their audiences — and they need a cross-platform measurement solution that can help them validate and demonstrate their audiences across all screens. During conversations with our publishers, the same questions kept coming up:</p>
<em><p>•       Mobile has never been able to be measured like online. How can I understand mobile app audiences the way I understand desktop and mobile web?</p>
<p>•	It’s been impossible to get an accurate view of my cross-platform audience reach. What does my combined audience look like?</p></em>
<p>To address these questions and shifting media consumption patterns, we developed <a href="https://www.quantcast.com/measurement/quantcast-measure-for-mobile-apps/">Quantcast Measure for Apps</a> and are excited to announce its availability today. This is very significant for us as a company, and for the hundreds of thousands of publishers we work with. Quantcast aims to be the leader in understanding audiences across all platforms and delivering the most effective advertising experience on all screens. As publishers have extended their reach to mobile apps and mobile devices, they need a way to effectively understand their audiences.</p>
<p><img class="aligncenter size-full wp-image-13830" title="Quantcast Measure for Apps" src="/wp-content/uploads/2013/03/Quantcast-Measure-for-Apps.png" alt="" width="888" height="437" /></p>
<p>Several of our partners are already publicizing their profiles, including mobile app data — check out <a href="https://www.quantcast.com/p-dfQGRefil9mes/apps/f5cr1ks1qq09kn5m">Topix</a>, <a href="https://www.quantcast.com/p-0dUe_kJAjvkoY/apps/bj741xfej7smucv8#!apps%2Fbj741xfej7smucv8">Goodreads</a>, and <a href="https://www.quantcast.com/p-6bZkVdvobY_PU/apps#!apps%2Fuxjkhhugt8v8tms0">Big Oven</a>, and expect many more in the coming months!</p>
<p>The first release of Measure for Apps is just the beginning. As with Quantcast Measure, we will continue to enhance the product and provide additional features in upcoming releases. Get it here today for free: <a href="http://www.quantcast.com/apps">www.quantcast.com/apps</a>.</p>
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		<title>Big Data at Your Command</title>
		<link>https://www.quantcast.com/inside-quantcast/2013/02/big-data-at-your-command/</link>
		<comments>https://www.quantcast.com/inside-quantcast/2013/02/big-data-at-your-command/#comments</comments>
		<pubDate>Tue, 12 Feb 2013 19:04:12 +0000</pubDate>
		<dc:creator>lcondrey</dc:creator>
				<category><![CDATA[Quantcast Engineering]]></category>

		<guid isPermaLink="false">https://www.quantcast.com/?p=13586</guid>
		<description><![CDATA[Hadoop’s sluggish command line We at Quantcast started using Hadoop’s file system, HDFS, in 2006. We’ve run its administration tool, hadoop fs, hundreds of thousands of times and were never happy with its perceptible lag when we hit the enter &#8230; <a href="https://www.quantcast.com/inside-quantcast/2013/02/big-data-at-your-command/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<h2>Hadoop’s sluggish command line</h2>
<p>We at Quantcast started using Hadoop’s file system, HDFS, in 2006.  We’ve run its administration tool, <code>hadoop fs</code>, hundreds of thousands of times and were never happy with its perceptible lag when we hit the enter key.  Stat a file, and there goes half a second.  Run <code>hadoop fs  -dus</code>, another second.  Your grandmother might not understand how we could get worked up over half a second, but when building high-performance systems, half a second is a constant reminder that our system still has a little flab.</p>
<p>And even grandma will complain when she runs <code>hadoop fs</code> in a bash loop.  She’ll be waiting seconds or minutes to get her directories checked, and…well…she’s not getting any younger.</p>
<p>The problem is that every single time you perform a file operation you start a new Java virtual machine (JVM).  This takes hundreds of milliseconds and uses hundreds of milliseconds of CPU time as well.  Clearly a waste of time and resources.</p>
<h2>QFS: Far-flung storage, up-close responsiveness</h2>
<p>In 2011 we switched entirely from HDFS to QFS, the <a href="https://github.com/quantcast/qfs/wiki">open-source Quantcast File System.</a> Reliability and performance went up dramatically.  Yet although QFS is implemented in C++ and is lightning fast, all our command line interaction with it was still sluggish. We were leveraging QFS’s Hadoop compatibility and going through Hadoop’s command-line tools.  In other words, we were still starting a fresh JVM every time we typed <code>hadoop fs</code>.</p>
<p>We recently completed development of a command line tool called (appropriately) <code>qfs</code>, a C++ rewrite of <code>hadoop fs</code> for QFS, which makes QFS much quicker than HDFS from the command line.  We compared timings accessing QFS via the HDFS command-line tool and via the new QFS native tool.  The stat test timed a single <code>hadoop fs -stat</code> command.  The script test timed a simple script that used the  <code>-stat</code>, <code>-touchz</code> and <code>-ls</code> commands to check ten directory paths, create missing ones and list them.</p>
<p>The differences are vast:</p>
<a href="/wp-content/uploads/2013/02/chart1.jpg"><img src="/wp-content/uploads/2013/02/chart1.jpg" alt="" title="chart1" width="329" height="72" class="alignleft size-full wp-image-13630" /></a></p>

<p>The new <code>qfs</code> tool speeds up operations by two orders of magnitude.  It finishes almost before it starts.</p>
<p>Note that you can also use QFS+FUSE (Filesystem in Userspace) to access your files through known UNIX commands, such as <code>cat</code>, <code>grep</code>, <code>ls</code> or <code>find</code>.  The FUSE code is entirely C++ and thus does not require a JVM, while HDFS+FUSE does.</p>
<p>If you’d like to use the <code>qfs</code> tool yourself, you can <a href="http://quantcast.github.com/qfs">download it from github</a>, build it and run it.  What you can’t do is park this new sports car in your old garage.  Although the QFS’s back end supports HDFS’s client, the reverse isn’t true.  The high-performance <code>qfs</code> tool requires the high performance QFS file system.  Here’s another reason to give it a try.</p>
<p><em>Written by Silvius Rus, Jim Kelly and Michael Ovsiannikov on behalf of the Big Data Storage Team at Quantcast</em></p>
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