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	<title>Comments on: How ReTweets Spread: The Epidemiology of Viral Messaging on Twitter</title>
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	<link>http://danzarrella.com/how-retweets-spread.html</link>
	<description>DanZarrella.com, Social &#38; Viral Marketing Scientist</description>
	<lastBuildDate>Sun, 14 Mar 2010 16:51:52 +0000</lastBuildDate>
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		<title>By: The Science of ReTweets</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-265260</link>
		<dc:creator>The Science of ReTweets</dc:creator>
		<pubDate>Mon, 21 Dec 2009 01:34:15 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-265260</guid>
		<description>[...] if you have 10,000 followers you&#8217;re bound to get more ReTweets than if you have 10, but the data shows your follower count has a less than expected [...]</description>
		<content:encoded><![CDATA[<p>[...] if you have 10,000 followers you&#8217;re bound to get more ReTweets than if you have 10, but the data shows your follower count has a less than expected [...]</p>
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		<title>By: Health_Campus</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-264726</link>
		<dc:creator>Health_Campus</dc:creator>
		<pubDate>Sun, 30 Aug 2009 05:46:01 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-264726</guid>
		<description>This is quite impressive, I am pleased to read this post, keep posts like this coming, you totally rock!&lt;br&gt;&lt;a href=&quot;http://healthcampus.net&quot; rel=&quot;nofollow&quot;&gt;Cheers&lt;/a&gt;&lt;br&gt;&lt;a href=&quot;http://sain-web.com&quot; rel=&quot;nofollow&quot;&gt;sain-web.com&lt;/a&gt;</description>
		<content:encoded><![CDATA[<p>This is quite impressive, I am pleased to read this post, keep posts like this coming, you totally rock!<br /><a href="http://healthcampus.net" rel="nofollow">Cheers</a><br /><a href="http://sain-web.com" rel="nofollow">sain-web.com</a></p>
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		<title>By: Eric Hellman</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-260756</link>
		<dc:creator>Eric Hellman</dc:creator>
		<pubDate>Thu, 16 Jul 2009 23:23:33 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-260756</guid>
		<description>It seems to me there are other explanations for the increasing RT reproduction rate with RT depth. 

1. Filtering- only the most retweetable messages propagate deeply.

2. Network Topology- at higher RT depth, the message accesses a more globally connected social network.</description>
		<content:encoded><![CDATA[<p>It seems to me there are other explanations for the increasing RT reproduction rate with RT depth. </p>
<p>1. Filtering- only the most retweetable messages propagate deeply.</p>
<p>2. Network Topology- at higher RT depth, the message accesses a more globally connected social network.</p>
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		<title>By: Taa</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-241997</link>
		<dc:creator>Taa</dc:creator>
		<pubDate>Wed, 18 Mar 2009 02:10:36 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-241997</guid>
		<description>wow - you&#039;re one really smart guy! You truly are &quot;a social &amp; viral marketing scientist&quot; and I look forward to following you on twitter shortly!

http://twitter.com/720media</description>
		<content:encoded><![CDATA[<p>wow &#8211; you&#8217;re one really smart guy! You truly are &#8220;a social &amp; viral marketing scientist&#8221; and I look forward to following you on twitter shortly!</p>
<p><a href="http://twitter.com/720media" rel="nofollow">http://twitter.com/720media</a></p>
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		<title>By: @toddlucier</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-235425</link>
		<dc:creator>@toddlucier</dc:creator>
		<pubDate>Mon, 09 Feb 2009 15:12:36 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-235425</guid>
		<description>Interesting research Dan.
I see a problem emerging with Tweetbacks that I think you need to be aware of in your research.

By definition, Tweetbacks that are merely RT&#039;s of previously posted content or links - as featured in the comment section of a blog are clearly Spam.

http://www.tourismkeys.ca/blog/2009/02/is-twitter-spamming-your-blog/

Tweetbacks inherently give those who retweet posts significant profile on blogs that feature tweetbacks.  

This benefit of visibility for simply pressing a button and associating oneself with a successful blog is the sort viral positive feedback loop we can do without.

For the blogger, the RT&#039;s get their blog more exposure, for the Retweeter the RT gets them exposure for their twitter brand. . . in the process blogs like yours get filled with useless links that do not contribute to the discussion and in fact are nothing more than spam.

It&#039;s a lazy person&#039;s way of a Twit pulling on the bloggers coattails.

What makes RT comments on a blog any different from Spam comments like - &quot;Hey, nice post.&quot;

I look forward to your response.  The use of tweetbacks clearly has consequences for your statistical analysis and use of such tools clearly needs sober second thought.

After all, what&#039;s to slow someone from following peeps who&#039;s blogs feature tweetbacks and constantly RTing their content to get followers.  Seems to me the reward of featuring a tweet on a blog post for a tweet isn&#039;t desirable.</description>
		<content:encoded><![CDATA[<p>Interesting research Dan.<br />
I see a problem emerging with Tweetbacks that I think you need to be aware of in your research.</p>
<p>By definition, Tweetbacks that are merely RT&#8217;s of previously posted content or links &#8211; as featured in the comment section of a blog are clearly Spam.</p>
<p><a href="http://www.tourismkeys.ca/blog/2009/02/is-twitter-spamming-your-blog/" rel="nofollow">http://www.tourismkeys.ca/blog/2009/02/is-twitter-spamming-your-blog/</a></p>
<p>Tweetbacks inherently give those who retweet posts significant profile on blogs that feature tweetbacks.  </p>
<p>This benefit of visibility for simply pressing a button and associating oneself with a successful blog is the sort viral positive feedback loop we can do without.</p>
<p>For the blogger, the RT&#8217;s get their blog more exposure, for the Retweeter the RT gets them exposure for their twitter brand. . . in the process blogs like yours get filled with useless links that do not contribute to the discussion and in fact are nothing more than spam.</p>
<p>It&#8217;s a lazy person&#8217;s way of a Twit pulling on the bloggers coattails.</p>
<p>What makes RT comments on a blog any different from Spam comments like &#8211; &#8220;Hey, nice post.&#8221;</p>
<p>I look forward to your response.  The use of tweetbacks clearly has consequences for your statistical analysis and use of such tools clearly needs sober second thought.</p>
<p>After all, what&#8217;s to slow someone from following peeps who&#8217;s blogs feature tweetbacks and constantly RTing their content to get followers.  Seems to me the reward of featuring a tweet on a blog post for a tweet isn&#8217;t desirable.</p>
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		<title>By: Jesse Luna</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-235424</link>
		<dc:creator>Jesse Luna</dc:creator>
		<pubDate>Mon, 09 Feb 2009 15:11:53 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-235424</guid>
		<description>Another factor is how some Retweets are solicited. Many times people use DM&#039;s to request Retweets, either directly or indirectly. This would be tough to factor into the retweet equation. I&#039;ve received some very aggressive requests and they often end up being retweeted by others quite a bit, even if half-heartedly.</description>
		<content:encoded><![CDATA[<p>Another factor is how some Retweets are solicited. Many times people use DM&#8217;s to request Retweets, either directly or indirectly. This would be tough to factor into the retweet equation. I&#8217;ve received some very aggressive requests and they often end up being retweeted by others quite a bit, even if half-heartedly.</p>
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		<title>By: André T</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-228010</link>
		<dc:creator>André T</dc:creator>
		<pubDate>Fri, 02 Jan 2009 12:16:24 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-228010</guid>
		<description>Super!

People must understand how oiwerful Twitter is. 

Thanks for this info!


Regards,
André T</description>
		<content:encoded><![CDATA[<p>Super!</p>
<p>People must understand how oiwerful Twitter is. </p>
<p>Thanks for this info!</p>
<p>Regards,<br />
André T</p>
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		<title>By: Brian Carter</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-227880</link>
		<dc:creator>Brian Carter</dc:creator>
		<pubDate>Thu, 01 Jan 2009 21:17:35 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-227880</guid>
		<description>Two thoughts about your retweet mapper findings:

1. What makes retweets more likely to be retweeted? (beyond that first retweet)

2. Does it make sense to separate retweets that contain links vs those that don&#039;t?  I suspect sharing a link makes retweeting more likely BUT retweets of just ideas without links are also valuable in a different way- what makes them retweet-worthy?</description>
		<content:encoded><![CDATA[<p>Two thoughts about your retweet mapper findings:</p>
<p>1. What makes retweets more likely to be retweeted? (beyond that first retweet)</p>
<p>2. Does it make sense to separate retweets that contain links vs those that don&#8217;t?  I suspect sharing a link makes retweeting more likely BUT retweets of just ideas without links are also valuable in a different way- what makes them retweet-worthy?</p>
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		<title>By: Erica DeWolf</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-227759</link>
		<dc:creator>Erica DeWolf</dc:creator>
		<pubDate>Thu, 01 Jan 2009 02:46:57 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-227759</guid>
		<description>Thanks for this research. It will be very effective in proving to people the power of twitter</description>
		<content:encoded><![CDATA[<p>Thanks for this research. It will be very effective in proving to people the power of twitter</p>
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		<title>By: Jim Tobin at Ignite Social Media</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-227722</link>
		<dc:creator>Jim Tobin at Ignite Social Media</dc:creator>
		<pubDate>Wed, 31 Dec 2008 19:47:35 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-227722</guid>
		<description>Good stuff Dan. Love seeing some sociology and some hard data applied to this stuff.  Keep it coming.

Ironically, I found this by Tweet and I&#039;m going to retweet it.

~Jim</description>
		<content:encoded><![CDATA[<p>Good stuff Dan. Love seeing some sociology and some hard data applied to this stuff.  Keep it coming.</p>
<p>Ironically, I found this by Tweet and I&#8217;m going to retweet it.</p>
<p>~Jim</p>
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		<title>By: Sean Carmody</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-227476</link>
		<dc:creator>Sean Carmody</dc:creator>
		<pubDate>Mon, 29 Dec 2008 22:57:13 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-227476</guid>
		<description>@Dan: I wasn&#039;t aware that any @ messages were hidden (I see plenty in my stream). When/where are they hidden.

P.S. Love the RT analysis.</description>
		<content:encoded><![CDATA[<p>@Dan: I wasn&#8217;t aware that any @ messages were hidden (I see plenty in my stream). When/where are they hidden.</p>
<p>P.S. Love the RT analysis.</p>
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		<title>By: Jeremy Mandle</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-227474</link>
		<dc:creator>Jeremy Mandle</dc:creator>
		<pubDate>Mon, 29 Dec 2008 22:35:58 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-227474</guid>
		<description>Great work Dan. I&#039;m wondering how much your queries take into account the different RT, ReTweet formats used?

For example: 
tweet (via @twittername)
I tend to use this most often as it is a bit more &quot;readable&quot;, and is the default retweet format in Tweetie.

Applications like Twhirl all you to completely customize your retweet format.

It has been awhile since I&#039;ve studied the XML anatomy of a tweet BTW.</description>
		<content:encoded><![CDATA[<p>Great work Dan. I&#8217;m wondering how much your queries take into account the different RT, ReTweet formats used?</p>
<p>For example:<br />
tweet (via @twittername)<br />
I tend to use this most often as it is a bit more &#8220;readable&#8221;, and is the default retweet format in Tweetie.</p>
<p>Applications like Twhirl all you to completely customize your retweet format.</p>
<p>It has been awhile since I&#8217;ve studied the XML anatomy of a tweet BTW.</p>
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		<title>By: Nathan Ketsdever</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-227471</link>
		<dc:creator>Nathan Ketsdever</dc:creator>
		<pubDate>Mon, 29 Dec 2008 21:59:32 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-227471</guid>
		<description>Chris&#039; comment may rest on flawed assumptions.  The repeat in the same friend group (social graph, tribe, whatever) may actually boost the value, because those receiving the tweet know who Dan Z is or whomever the original tweeter is.</description>
		<content:encoded><![CDATA[<p>Chris&#8217; comment may rest on flawed assumptions.  The repeat in the same friend group (social graph, tribe, whatever) may actually boost the value, because those receiving the tweet know who Dan Z is or whomever the original tweeter is.</p>
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		<title>By: Peopleshark</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-227452</link>
		<dc:creator>Peopleshark</dc:creator>
		<pubDate>Mon, 29 Dec 2008 17:56:51 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-227452</guid>
		<description>Very curious about job tweets...wondering if job opportunities are shared more widely among networks than other kinds of tweets.  Your analysis is very helpful.  Thank you!</description>
		<content:encoded><![CDATA[<p>Very curious about job tweets&#8230;wondering if job opportunities are shared more widely among networks than other kinds of tweets.  Your analysis is very helpful.  Thank you!</p>
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		<title>By: Dan Zarrella</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-227449</link>
		<dc:creator>Dan Zarrella</dc:creator>
		<pubDate>Mon, 29 Dec 2008 17:49:19 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-227449</guid>
		<description>@chris that seems to be a common misconception today. Only tweets that begin with @ are hidden, not tweets that begin with rt or retweet and then the @.</description>
		<content:encoded><![CDATA[<p>@chris that seems to be a common misconception today. Only tweets that begin with @ are hidden, not tweets that begin with rt or retweet and then the @.</p>
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		<title>By: Chris Lockwood</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-227448</link>
		<dc:creator>Chris Lockwood</dc:creator>
		<pubDate>Mon, 29 Dec 2008 17:45:01 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-227448</guid>
		<description>I don&#039;t think most people realize that a retweet is not seen by many new people, mostly just those who are already following the person you are quoting.

In other words if @bob says this: &quot;RT @joe something cool&quot; most of bob&#039;s followers will NOT see that, just those who are already following both bob and joe. This is the Twitter default that each user has to change in their account if they want to see more of these.</description>
		<content:encoded><![CDATA[<p>I don&#8217;t think most people realize that a retweet is not seen by many new people, mostly just those who are already following the person you are quoting.</p>
<p>In other words if @bob says this: &#8220;RT @joe something cool&#8221; most of bob&#8217;s followers will NOT see that, just those who are already following both bob and joe. This is the Twitter default that each user has to change in their account if they want to see more of these.</p>
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		<title>By: Troy Peterson</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-227446</link>
		<dc:creator>Troy Peterson</dc:creator>
		<pubDate>Mon, 29 Dec 2008 17:31:33 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-227446</guid>
		<description>LOVE this line of thinking.  If you need help with content analysis.  I&#039;d be willing to participate.  There is going to be a very real value in having data to determine what TYPES of tweets are most successfully retweeted.  I&#039;d also like to see how requests for R/T&#039;s fail.

Very interesting, very cool!

Troy</description>
		<content:encoded><![CDATA[<p>LOVE this line of thinking.  If you need help with content analysis.  I&#8217;d be willing to participate.  There is going to be a very real value in having data to determine what TYPES of tweets are most successfully retweeted.  I&#8217;d also like to see how requests for R/T&#8217;s fail.</p>
<p>Very interesting, very cool!</p>
<p>Troy</p>
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		<title>By: Jessica Routier, IACEZ</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-227445</link>
		<dc:creator>Jessica Routier, IACEZ</dc:creator>
		<pubDate>Mon, 29 Dec 2008 17:28:54 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-227445</guid>
		<description>Interesting!  Just more proof that tweeting is worth the time!  (Who cares that it&#039;s fun?!?! :) )</description>
		<content:encoded><![CDATA[<p>Interesting!  Just more proof that tweeting is worth the time!  (Who cares that it&#8217;s fun?!?! <img src='http://danzarrella.com/wp-includes/images/smilies/icon_smile.gif' alt=':)' class='wp-smiley' />  )</p>
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		<title>By: Ezra Butler</title>
		<link>http://danzarrella.com/how-retweets-spread.html/comment-page-1#comment-227429</link>
		<dc:creator>Ezra Butler</dc:creator>
		<pubDate>Mon, 29 Dec 2008 13:28:39 +0000</pubDate>
		<guid isPermaLink="false">http://danzarrella.com/?p=921#comment-227429</guid>
		<description>Very interesting. How does the algorithm deal with the erasing of previous people&#039;s names due to the space constraint?
I especially like your proof of the social proof.</description>
		<content:encoded><![CDATA[<p>Very interesting. How does the algorithm deal with the erasing of previous people&#8217;s names due to the space constraint?<br />
I especially like your proof of the social proof.</p>
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