<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0"
	xmlns:content="http://purl.org/rss/1.0/modules/content/"
	xmlns:wfw="http://wellformedweb.org/CommentAPI/"
	xmlns:dc="http://purl.org/dc/elements/1.1/"
	xmlns:atom="http://www.w3.org/2005/Atom"
	xmlns:sy="http://purl.org/rss/1.0/modules/syndication/"
	xmlns:slash="http://purl.org/rss/1.0/modules/slash/"
	
	xmlns:media="http://search.yahoo.com/mrss/"
	>

<channel>
	<title>The Next Web &#187; stock market</title>
	<atom:link href="http://thenextweb.com/tag/stock-market/feed/" rel="self" type="application/rss+xml" />
	<link>http://thenextweb.com</link>
	<description>International technology news, business &#38; culture</description>
	<lastBuildDate>Wed, 15 Feb 2012 02:11:44 +0000</lastBuildDate>
	<language>en</language>
	<sy:updatePeriod>hourly</sy:updatePeriod>
	<sy:updateFrequency>1</sy:updateFrequency>
	<generator>http://wordpress.org/?v=3.3.1</generator>
	<atom:link rel='hub' href='http://thenextweb.com/?pushpress=hub'/>
<xhtml:meta xmlns:xhtml="http://www.w3.org/1999/xhtml" name="robots" content="noindex" />
		<item>
		<title>Google Finance adds real-time stock quotes for the UK, Germany, and Italy</title>
		<link>http://thenextweb.com/google/2012/01/31/google-finance-adds-real-time-stock-quotes-for-the-uk-germany-and-italy/</link>
		<comments>http://thenextweb.com/google/2012/01/31/google-finance-adds-real-time-stock-quotes-for-the-uk-germany-and-italy/#comments</comments>
		<pubDate>Tue, 31 Jan 2012 22:17:50 +0000</pubDate>
		<dc:creator>Drew Olanoff</dc:creator>
				<category><![CDATA[Europe]]></category>
		<category><![CDATA[Google]]></category>
		<category><![CDATA[UK]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[Finance]]></category>
		<category><![CDATA[Germany]]></category>
		<category><![CDATA[google finance]]></category>
		<category><![CDATA[Italy]]></category>
		<category><![CDATA[London]]></category>
		<category><![CDATA[stock]]></category>
		<category><![CDATA[stock exchange]]></category>
		<category><![CDATA[stock market]]></category>

		<guid isPermaLink="false">http://thenextweb.com/?p=323461</guid>
		<description><![CDATA[<img width="520" height="245" src="http://cdn.thenextweb.com/wp-content/blogs.dir/1/files/2012/01/2269213330_2f4765ef73_z-520x245.jpg" alt="2269213330_2f4765ef73_z" title="2269213330_2f4765ef73_z" /><br />Google Finance is already a premier destination for getting real-time stock quotes and information for the United States, China, and India. Today, the Google Finance team announced that it would...]]></description>
			<content:encoded><![CDATA[<img width="520" height="245" src="http://cdn.thenextweb.com/wp-content/blogs.dir/1/files/2012/01/2269213330_2f4765ef73_z-520x245.jpg" alt="2269213330 2f4765ef73 z 520x245 Google Finance adds real time stock quotes for the UK, Germany, and Italy" title="2269213330 2f4765ef73 z 520x245 photo"  /><br /><p>Google Finance is already a premier destination for getting real-time stock quotes and information for the United States, China, and India.  Today, the Google Finance team announced that it would be adding the same real-time technology for the London Stock Exchange (LON), Deutsche Börse (FRA), and Borsa Italiana (BIT), giving us a real sense of how companies are doing in Europe.</p>
<p>Here&#8217;s what the team <a href="http://googlefinanceblog.blogspot.com/2012/01/more-real-time-quotes-from-around-world.html">had to say</a> about the addition of stock information for Europe:</p>
<blockquote><p>We first introduced real time quotes to our site with the launch of free real time NYSE and NASDAQ quotes in 2008. Since then, we’ve bolstered our last sale coverage with real time data from stock exchanges in China, India, and now, UK, Germany, and Italy. These partnerships mark a big step forward in our mission to provide our users with the best information we can find.</p></blockquote>
<p>By providing real-time stock information along with news, the Google Finance product is one of the most complete free financial services on the web.  The easy to use sliders make it simple to create graphs that help you make a decision on whether to invest in a company or not.</p>
<p><a href="http://cdn.thenextweb.com/wp-content/blogs.dir/1/files/2012/01/Convofy-128.jpg"><img src="http://cdn.thenextweb.com/wp-content/blogs.dir/1/files/2012/01/Convofy-128-520x198.jpg" alt="Convofy 128 520x198 Google Finance adds real time stock quotes for the UK, Germany, and Italy" title="Convofy 128 520x198 photo" width="520" height="198" class="aligncenter size-large wp-image-323492" /></a></p>
<p>Needless to say, <a href="http://www.google.com/finance">Google Finance</a> wasn&#8217;t appealing to users in Europe, leaving a whole chunk of traffic and usage on the table.  These new additions should help solve that problem.  What was the delay? It takes partnerships to provide this information, and it took Google four years to get these new markets on board.</p>
]]></content:encoded>
			<wfw:commentRss>http://thenextweb.com/google/2012/01/31/google-finance-adds-real-time-stock-quotes-for-the-uk-germany-and-italy/feed/</wfw:commentRss>
		<slash:comments>1</slash:comments>
	
		<media:thumbnail url="http://cdn.thenextweb.com/wp-content/blogs.dir/1/files/2012/01/2269213330_2f4765ef73_z-520x245.jpg" />
		<media:content url="http://cdn.thenextweb.com/wp-content/blogs.dir/1/files/2012/01/2269213330_2f4765ef73_z-520x245.jpg" medium="image">
			<media:title type="html">2269213330 2f4765ef73 z 520x245 photo</media:title>
		</media:content>
		<media:content url="http://thenextweb.com/wp-content/blogs.dir/1/files/2012/01/Convofy-128.jpg" medium="image">
			<media:title type="html">Convofy-128</media:title>
			<media:thumbnail url="http://thenextweb.com/wp-content/blogs.dir/1/files/2012/01/Convofy-128-150x150.jpg" />
		</media:content>
<enclosure url="http://cdn.thenextweb.com/wp-content/blogs.dir/1/files/2012/01/2269213330_2f4765ef73_z-520x245.jpg" type="image/jpeg" length="0" />
	</item>
		<item>
		<title>Can social media really measure market demand?</title>
		<link>http://thenextweb.com/media/2011/03/09/can-social-media-really-measure-market-demand/</link>
		<comments>http://thenextweb.com/media/2011/03/09/can-social-media-really-measure-market-demand/#comments</comments>
		<pubDate>Wed, 09 Mar 2011 12:28:44 +0000</pubDate>
		<dc:creator>Simon Owens</dc:creator>
				<category><![CDATA[Media]]></category>
		<category><![CDATA[Social Media]]></category>
		<category><![CDATA[data mining]]></category>
		<category><![CDATA[meltwater group]]></category>
		<category><![CDATA[sentiment analysis]]></category>
		<category><![CDATA[social media]]></category>
		<category><![CDATA[stock market]]></category>

		<guid isPermaLink="false">http://thenextweb.com/media/?p=3535</guid>
		<description><![CDATA[<img width="520" height="245" src="http://cdn.thenextweb.com/wp-content/blogs.dir/1/files/2011/03/oscars-520x245.jpg" alt="oscars" title="oscars" /><br />When a company called Meltwater Group released an infographic predicting which Oscar nominees would take home prizes, it was quick to issue a caveat that it wasn&#8217;t really making a...]]></description>
			<content:encoded><![CDATA[<img width="520" height="245" src="http://cdn.thenextweb.com/wp-content/blogs.dir/1/files/2011/03/oscars-520x245.jpg" alt="oscars 520x245 Can social media really measure market demand?" title="oscars 520x245 photo"  /><br /><p>When a company called Meltwater Group released <a href="http://www.wired.com/images_blogs/epicenter/2011/02/Oscar_Infographic_page.jpg">an infographic</a> predicting which Oscar nominees would take home prizes, it was quick to issue a caveat that it wasn&#8217;t really making a prediction at all.  “The most talked-about nominees are not necessarily going to be the ones who are named the winners by the Academy,” it <a href="http://mashable.com/2011/02/27/oscar-infographic/">told</a> Mashable, noting that the company&#8217;s methodology simply measured online buzz about the nominees while the Oscars are voted on by a small, select group.</p>
<p><a href="http://www.meltwater.com/">Meltwater</a> is one of several companies that use software to measure what is called social media sentiment analysis. It creates several &#8220;fire hoses&#8221; of data, pulling thousands of tweets, blog posts, and comments from the social web to measure not only the volume of mentions of a company or person, but also break them down into &#8220;positive,&#8221; &#8220;negative,&#8221; and &#8220;neutral&#8221; sentiments. The idea being that a client can measure its public perception over time and pinpoint when its brand is under attack and, more importantly, why.</p>
<p>But even though Meltwater distanced itself from its Oscars predictions, you can&#8217;t blame people for searching for signs that this kind of sentiment analysis can predict future markets (for the record, two out of three of Meltwater&#8217;s predictions turned out correct). There is something very alluring about the idea of mining the massive amounts of the data social media users produce every day and using it to foretell the future.</p>
<p><H3>Mining for meaning</h3>
<p>In 2010, Science published an article asking, &#8220;<a href="http://news.sciencemag.org/sciencenow/2010/11/can-google-predict-the-stock.html">Can Google Predict the Stock Market</a>?&#8221; It detailed the work of several scientists who used Google Trends to detect correlations between search queries and market performance over time. &#8220;The Google data could not predict the weekly fluctuations in stock prices,&#8221; the article concluded. &#8220;However, the team found a strong correlation between Internet searches for a company&#8217;s name and its trade volume, the total number of times the stock changed hands over a given week.&#8221; Earlier that year, another group tried to use the same idea with millions of tweets, producing <a href="http://www.huffingtonpost.com/2010/10/18/post_556_n_766591.html#">similarly murky results</a>.</p>
<p>In both cases, there seemed to be a slight correlation found in hindsight, but no magic formula to actually detect future market fluctuations. Perhaps the most promising example of data mining to predict future trends was when Google <a href="http://www.guardian.co.uk/technology/2008/nov/13/google-internet">began finding</a> flu outbreaks nearly two weeks ahead of federal agencies. By monitoring geographic regions for increases in certain search queries &#8212; &#8220;flu symptoms,&#8221; &#8220;where to buy a thermometer,&#8221; &#8220;flu treatments&#8221; &#8212; the search giant was able to hone in on these trends much quicker than the doctors who lived within those same regions.</p>
<h3>The future of prediction</h3>
<p>Will we ever be able to collect a ream of social media data and use it to measure sales of an Apple product before it releases its quarterly earnings reports? Will tweets ever be able to predict who will become president? Late last week I spoke to John Rehling,  NLP Expert and Senior Software Engineer for Meltwater Group, about the strengths and weaknesses of the company&#8217;s analysis.</p>
<p>&#8220;I think in terms of predictions, there are a couple of sources of why if you just look at the raw numbers you can&#8217;t get a prediction,&#8221; he told me. &#8220;One would be who&#8217;s talking isn&#8217;t necessarily a completely representative sample of the universe. For example, maybe people under 18 will talk about something a bit more while people over 18 spend more money.&#8221;</p>
<p>Rehling gave the example of a new car&#8217;s introduction to the market. While there may be quite a bit of buzz before the car&#8217;s release, it&#8217;s the actual experience of driving the car that will determine whether customers purchase it en masse. A simple glitch or overlooked imperfection can make all the pre-release social media buzz irrelevant. &#8220;So I think with all these things it will be translated, and people will say, &#8216;Well in our market, here&#8217;s what that buzz means.&#8217;  It might mean, &#8216;Hey, this really is a focus group, and it&#8217;s really telling us what sales are going to be like.&#8217; And in another case it might indicate here&#8217;s what people will think the week our car comes out, and then after that it&#8217;s going to be a matter of the driver experience.&#8221;</p>
<p><a rel="attachment wp-att-3537" href="http://thenextweb.com/media/2011/03/09/can-social-media-really-measure-market-demand/meltwater-2/"><img class="alignright size-medium wp-image-3537" title="meltwater 2 220x214 photo" src="http://cdn.thenextweb.com/files/2011/03/meltwater-2-220x214.jpg" alt="meltwater 2 220x214 Can social media really measure market demand?" width="220" height="214" /></a>The engineer said that this kind of analysis is much better at mapping long-term trends. A client can view charts detailing volume of discussion and then break these down into sub-categories that measure the varying levels of negative and positive discussion over time. If there&#8217;s an increase in negative sentiment, then you can drill down and see the negative keywords that are triggering this response. Rather than acting as a predictor, the tool allows the company to spot problem areas in its public perception that might not be immediately obvious without this aggregate data.</p>
<h3>The limitations of data mining</h3>
<p>There are certainly blind spots in the data, however, depending on the client and its demographic. Obviously senior citizens are less represented online than young adults, so a product that caters to them might receive a lower volume of mention. There&#8217;s also the fact that the largest social network in the world, Facebook, is at least partially a walled garden. Rehling told me that Meltwater&#8217;s software can scan public Facebook pages for comments, but a status update on one of the millions of private walls would be blocked off.</p>
<p>&#8220;Volume is also going to be important,&#8221; he said. &#8220;Depending on how big the business is, it&#8217;s going to be across the spectrum from a completely overwhelming volume of conversation to basically none. If it&#8217;s a small independent bed and breakfast that has one room and is booked two nights a week, obviously there&#8217;s not going to be much on the internet about that.&#8221;</p>
<p>One question I had was whether social media users are more likely to write about a negative experience than a positive one. We&#8217;ll rarely tweet about the calls that go through, but if our cell phone keeps dropping them then we may feel more motivated to complain. Rehling told me this is why it&#8217;s important to monitor long-term trends. By creating a baseline of negative feedback it&#8217;s much easier to tell when there&#8217;s a sudden spike.</p>
<p>Of course this is a far cry from being able to predict the stock market or even the future sales of a single product. In the meantime, we can derive pleasure from this social media sentiment analysis of popular entertainment. Who needs to know the future price of oil when we can focus on more important things, like who is <a href="http://blogs.wsj.com/digits/2010/03/31/can-social-media-predict-american-idols-winner/">going to win</a> the next American Idol?</p>
]]></content:encoded>
			<wfw:commentRss>http://thenextweb.com/media/2011/03/09/can-social-media-really-measure-market-demand/feed/</wfw:commentRss>
		<slash:comments>4</slash:comments>
	
		<media:thumbnail url="http://cdn.thenextweb.com/wp-content/blogs.dir/1/files/2011/03/oscars-520x245.jpg" />
		<media:content url="http://cdn.thenextweb.com/wp-content/blogs.dir/1/files/2011/03/oscars-520x245.jpg" medium="image">
			<media:title type="html">oscars 520x245 photo</media:title>
		</media:content>
		<media:content url="http://cdn.thenextweb.com/files/2011/03/meltwater-2-220x214.jpg" medium="image">
			<media:title type="html">This man wants to make Arianna Huffington&#8217;s life &#8220;a living hell&#8221;</media:title>
		</media:content>
<enclosure url="http://cdn.thenextweb.com/wp-content/blogs.dir/1/files/2011/03/oscars-520x245.jpg" type="image/jpeg" length="0" />
	</item>
	</channel>
</rss>

