Word Frequency Visualization of Sarah Palin’s Resignation Speech

Below is a visualization of the most commonly used words in Sarah Palin’s resignation speech today. The full text of the speech is available online and I grabbed this image using Wordle.net – always a good thing to do when a politician gives an important speech. It’s interesting. It might be good to compare this cloud of words with a similar visualization of some of the other Republican governors resigning this summer.

Draw from this what you will. I’ve been reading coverage of the events through Memeorandum, a great source for political news, and the one thing that stands out to me in this visualization is that allegations Palin addressed the nation and not the state she was serving seem questionable given how much she talked about Alaska and Alaskans. It is also interesting to see how many times she used the word “dollars.” She used the word government far more than she did family, though when watching the video of her press conference it sounded like she was really talking about family a lot.

Do you think this kind of analysis can be truly useful? I think that it’s most useful when comparing multiple speeches for content, but even then I’m not sure how to read the meaning of word frequency.

See also a comparison I did in January at ReadWriteWeb of President Obama’s inaugural speech compared the Bushes’ and other past presidents.

Data analysis is fascinating and of course much larger opportunities to engage in it are becoming available every day online. I believe we’re going to see a whole lot of innovation making use of the text of conversations as a foundation for analysis in the near future. Not cute little stuff like this, but big, ongoing, ambitious projects. Hopefully for more than just marketing purposes. Here’s a blog post and great audio interview on that topic, if you’re interested.

I’m Starting a Podcast With Dave Winer Tonight

RSS and blogging forefather Dave Winer has asked me to co-host a weekly podcast with him and we’re starting the first live episode in just a few minutes!
 I’m very excited about it, as I’ve long enjoyed Dave’s other podcasts. I hope you’ll give it a listen, enjoy it, take your dog for walks more regularly (that’s the best time to listen to podcasts, in my experience!) and send feedback about how we can make the show even more awesome.

We’re going to be talking about cutting edge tech news and I’m sure Dave will be adding a lot of perspective from the early days of Web 2.o’s unfolding. He was there at the start and is still breaking new ground on a regular basis. It should be a fun show.

Why I Don’t Need a Facebook Vanity URL

Facebook announced the imminent availability of vanity URLs today, meaning I could soon become facebook.com/marshallk or some variation. Chris Messina’s take on this is a must-read. Or I’ll just give you the short version:

I don’t need a Facebook vanity URL because I already own Marshallk.com. That’s a heck of a lot better. I can be found on Facebook by searching for my name, or via the breadcrumbs of conversation that I occaisionally drop there.

More importantly, you can also find me at Twitter, at FriendFeed (if you really want to find me on LinkedIn, Delicious, StumbleUpon or Flickr, it’s all listed at FriendFeed too) or you can call me on the phone. My phone number is listed on the side of Marshallk.com. I spend most of my days at ReadWriteWeb. I also have a physical body that occasionally makes an appearance in public.

The point is, I’m in charge here at Marshallk.com and that’s the way I like it. I know who makes the rules, so there probably won’t be any new ones I don’t like. I cannot say the same about Twitter or Facebook, not at all. Anything could happen over there, and if that’s the only connection that you and I have – it’s quite possible that connection will be broken in time. I’m here at Marshallk.com to stay. That means I’m going to stop telling people about my serf’s address at Twitter when I introduce myself, and I’m not going to promote my special link on Facebook (if I get one) – I’m just going to send people to this page if they want to find me, and then they can find where ever I happen to be hanging out through here.

I know most people don’t have their own domains registered, but for those of us who do, maybe we should reclaim some of the control that comes with ownership of digital identity. Just a thought.

How to Create Sub-Groups to Maximize Your Online Effectiveness

groupspic.jpgOver at ReadWriteWeb, where I spend most of my time, we write mostly news and analysis but some “how-to” type posts. Below you’ll find one of my favorite how-to posts I’ve written lately, originally titled Groups: The Secret Weapon of the Social Web. I thought I’d repost it here in case any Marshallk.com readers missed it and because it’s relevant to my consulting work as well. Clients regularly hire me to advise or assist in the creation of strategic groups of contacts on various platforms. It’s super helpful. Check out this post and you’ll see why (and how).
Continue reading →

Resources for Community Managers

I’m excited to announce that I just published ReadWriteWeb’s first premium report for businesses, the RWW Guide to Online Community Management. It’s a 75 page PDF filled with the best advice we’ve curated and written about and a companion online site that works like a little “Techmeme for community management articles.” It took me and a team of 4 other people more than 4 months to complete and it’s getting great reviews so far.

We’re selling it for $299, which you’ll know is a great deal if you are familiar with the world of premium reports.

There’s a free sample and lots more information about the report over in this post on ReadWriteWeb. I hope you’ll check it out.

Click This Button To See Into A Twitter User’s Soul

Twitter isn’t just a short messaging service – it’s a major communication platform that can be sliced and diced for all kinds of competitive and market intelligence research. And news writing. And who nows what else.

Last month I wrote a post at ReadWriteWeb titled “The Inner Circles of 10 Geek Heroes on Twitter.” It was all about a service called Mailana where you can plug in any Twitter user name and get a chart and graph of the other Twitter users that the user in question has had the greatest number of reciprocal public @ conversations with. It’s a way to systematically identify the influencers of the influencers in any field (on Twitter).

Just to prove to myself that it works in any field, I did a search of user descriptions in Twellow for the words “veterinary medicine” and found one of the top Twitter users in that field. I then ran her username through Mailana and was able to discover 13 people that she speaks publicly with most regularly on Twitter. It was pretty cool.



Tonight Tantek Çelik helped me figure out how to make a bookmarklet that you can push while on any Twitter user’s page to view their Mailana graph of closest connections. It’s awesome.

And so I present for your drag-to-toolbar pleasure…

Mailana – The Twitter Social Network Analyzer.

Please use it for good and not evil. And don’t let anyone tell you that there aren’t serious use cases for Twitter.

You can join me on Twitter here.

Add One Line To Your Blog or Twitter Could Become Your Primary Identity

OpenID community leader Scott Kveton noticed this morning that his Twitter profile page is now the #1 search result in Google for his last name, not his blog. This is something TechCrunch reported on earlier this month, but people are just starting to wrap their heads around it. I know I want this blog to remain the #1 search result for my name, not my Twitter profile.

In a conversation on FriendFeed, Ben Hedrington pointed out that in addition to the page title change that TechCrunch reported on – Twitter also uses the rel=”me” markup and Kveton’s blog does not. I looked and realized that my blog here doesn’t either!

So the long and short of this story is that if you want to make sure that Google understands your blog to be your primary beacon on the web, then you should add the words rel=”me” to a relevant link on your blog. I’ve added that tag to the link on my sidebar that goes to my feedback page, because that’s a good page for me. It’s as simple as making the link text read a href=”http://marshallk.com/feedback” rel=”me”.

That may not solve the entire problem but it should help and it’s good form. Machine readable microformats like rel=”me” are likely to be an increasingly important part of the web in the future. Would readers here suggest otherwise? If I’m reading too much into this, let me know.