Category Archives: Knowledge Management

Tracking Startup Incubators: Three Helpful Resources

A few weeks ago ReadWriteWeb’s Audrey Watters wrote up a report ranking the top 15 startup incubators and accelerators in the US. I asked the virtual assistant program FancyHands to build me a Twitter list of all those top organizations and an OPML file of their blog feeds. I was just sharing those with my friends over at the very cool mobile app shop Night and Day Studios and thought, heck – I should post them here too.

I’m pretty excited about these. If you’re a startup, an investor, and incubator person or a tech journalist – I think these will help you peek inside and track what some of the very top organizations serving tech startups are doing each day.

So here’s the Twitter List: Top Tech Incubators.

Click Follow This List on that page and then you can either visit it on your list of Lists you’re following or you could use it to populate a column in Tweetdeck or Seesmic if this is super important to you.

If you’re the feed readin’ type (and you know I am!) then here’s an OPML file you can download locally, then subscribe to in any feed reader: StartupIncubators.OPML

That’s uploaded to Google Docs, let me know if you have any problems with it. Once you download it, you can upload it into an RSS reader. For example, in Google Reader the Manage Subscriptions link in the bottom left column will show you an Import/Export link.

And regular readers here will know that when I see a list – I think Custom Search Engine! Want to know what kinds of work any of these incubators has done regarding a given topic? Just search inside their web site archives using this handy dandy machine: Top Tech Incubators CSE.

I’d recommend including the command -“hacker news” if you don’t want the results to be flooded with news stories from YCombinator’s wonderful site Hacker News.

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Let me know if there are any issues with these, I hope you find them useful.

Here’s where credit is due for the rankings, according to Frank Gruber of TechCocktail:

As a part of his field work for the Kauffman Fellows Program (not to be confused with Kauffman Foundation), Aziz Gilani from DFJ Mercury, working in partnership with Tech Cocktail and the Kellogg School of Management, set out to determine the best startup accelerator programs in America and rank them. Assisting in the evaluation effort were Professor Yael Hochberg and MBA Candidate Kelly Quann from Northwestern University. Together there were numerous interviews with VC’s, Angels, and program graduates performed and then the data was aggregated. This is the first high-level published report of the findings – Aziz Gilani will be sharing a more detailed look at the findings in July, so stay tuned.

Corporate Social Strategists on Twitter: Looking at the Numbers

This weekend marketing analyst Jeremiah Owyang assembled a fabulous list of nearly 200 people who run social media strategies at corporations around the world. It’s the second year he’s done so and let me tell you: there are few things more wonderful than a well-categorized list of people.

Jeremiah listed the names, titles and employers of each person on his list and he linked to their LinkedIn profile. I wanted to interact with these people on Twitter, for many different reasons, so last night I spent a couple hours putting together some resources that we can all use.

First and most important is this: a Twitter list of 141 of these people that I was able to find accounts for. Follow that puppy and you’ll be able to interact with all 141 people in one place. I’ve got them coming into a column in Tweetdeck and it’s never been so easy to interact with so many leading minds behind social strategies at some of the world’s biggest companies. This would probably make a pretty interesting Flipboard magazine, too.

I used a number of different tools to create a number of different little things you can see below – but I’ve saved what I think is the best for last.

Compiling this list was the slowest part of everything else I did here, but even that didn’t take too long. I went down Jeremiah’s blog post and highlighted the names one at a time. I’m using the Apture semantic browser plug-in and it could tell these were peoples’ names. One of the first things it looks for when it sees a name is a Twitter account, so I just opened those up in new tabs to make sure they were correct and then added those people to my list. It was pretty fast. I considered uploading the list of 200 to Mechanical Turk and paying people 5 cents per username they found, but I decided that the $20 that would have cost (to have each name checked twice) wasn’t as big a cost as the lost opportunity of getting to see each of these people and their profiles myself. So I took a few hours on a Sunday night to make the list.

Update: Jeremiah very graciously shared this post out with his contacts but asked how we could keep the Twitter list and related resources up to date as he frequently adds new names to his list. I had to think about that for a moment, but then settled on this solution: I’ve pointed Yahoo’s Dapper at the page to check every 15 minutes or so if there are any new names on the list. If there are, the new addition will be delivered into an RSS feed. I’ve subscribed to that feed in Notify.me and told it to send me any updates by IM and by email. So when Jeremiah adds anyone to the list, I’ll get a ping and will add them to the Twitter list! Screenshot of the Dapper interface below. Much like Needlebase – it’s point and click easy.

Let’s Scrape The Data!

Now that I had 141 of these people all in a nice Twitter list, where they could be found with a single URL, all kinds of fun things become possible. I used a service called Needlebase to scrape all the usernames, locations, bios and follower/following numbers from each person on that list. Training and running all that took me about 5 minutes. Then I exported that data in CSV format and played with it in some interesting ways.

Some simple math:

  • The corporate social strategist on the list with the most followers? Ford’s Scott Monty with 48,705 followers. Followed by Collin Douma VP of Social Media at Proximity BBDO, the super-charming Shashi Bellamkonda of Network Solutions, @RichardatDell and my friend since we were high school debate competitors, Justin Kistner of Webtrends.
  • Who’s following the most people? Douma’s following nearly 40k people, and the rest of the top 5 is close to the same as above but with the addition of H&R Block’s Zena Weist, who follows just shy of 10k users.
    Here’s a chart of the distribution showing number of people a strategist follows. I lopped off the top two at 40k so we could see the rest of the chart better.
  • Who has Tweeted the most? Shashi Bellamkonda is far in the lead, with 45,184 Tweets. In case you’re curious, that means Shashi has posted an average of 32 Tweets each day for the 3.5 years he’s been on Twitter. He’s even more fun in person, by the way. #2 most prolific? Capgemini’s Rick Mans, who lives in the Netherlands. #3 is Devry University’s Sonny Gill.
  • Who’s been on Twitter the longest? As far as I can tell, The most recent person on the list to join Twitter is ECI Telecom’s Colleen Seery, who appears to have created her account just under two months ago. (Update: Seery explains in comments below that she’s been using Twitter for more than a year, she just created a new account this Fall.) Every single other person on the list who uses Twitter has been using it for 299 days or more, and only 1 out of every 7 have been on Twitter for under two years. What does that mean? That these people learned fast, perhaps, and that there’s not a lot of new blood among people in charge of social. Maybe it means you shouldn’t expect to run social strategy at a corporation if you’ve used Twitter for less than 2 years.
  • The average Twitter account on our list is being followed by 2,758 people. If you remove Scott Monty from the list, the average is 2,430. Here’s a chart of the spread. Sorry it’s not a prettier chart.
  • Who’s been at their current jobs the longest among all the members of Jeremiah Owyang’s list? He’s linked to LinkedIn profiles and though LinkedIn doesn’t really like to be scraped, Needlebase was able to do a decent job. It appears that the senior-most person on the list is Todd Watson, Turbotodd, who’s been at IBM for more than 19 years. Who on the list has the freshest job, according to their LinkedIn profile? Mike Boehmer, who according to Foursquare checked in at the first day of his new job as Media Manager at Catholic Health Partners in Cincinnati this morning. (Congrats Mike!)

Text Analysis

How do corporate social strategists describe themselves on Twitter? I scraped everyone’s bio descriptions, put those words into a text file, found and replaced all instances of the words social, media and marketing, then uploaded what remained into Wordle.net. It looks like people feel very comfortable referencing their personal lives in their Twitter profiles. Click below to view full sized.


Location

Needlebase makes it pretty easy to map people and places, too. Here’s everyone globally on the list, sorted by city. You can click it for a full-size view too.


How about a map of cities with strategists who have Tweeted more than 5,000 times? That’s the most prolific Tweeters, about 1/3 of the list. That map looks a little bit different, but not too much.

The Best for Last

All of the above is pretty interesting I think, but besides the Twitter list of all these people made easy to follow in one place – there’s one other resource that I think is likely to prove valuable in the long run. That’s figuring out who these influencers listen to the most themselves. The lists of who they are following on Twitter are all publicly available, so it’s just a matter of scraping and counting.

Who do the largest number of these people follow in common? #1 is of course Jeremiah Owayng himself, the man who made the list! 117 out of 141 of the Twitter accounts I found on this list were following Jeremiah. I don’t know what excuse the other 24 have. Rounding out the top 10:
Mashable, Charlene Li, Brian Solis, Chris Brogan, Robert Scoble, TechCrunch, Zappos, Guy Kawasaki, Forrester and Scott Monty. In other words, basically who you might expect. Here’s a list you can use to subscribe to the accounts in that group that publish less than 30 updates a day.

That’s the kind of fun you can have with a good list of well categorized people and some free, easy-to-learn data extraction tools! Thanks to Jeremiah Owyang for putting together the list and thanks to you for visiting my site to read about it.

A Startup I’ve Now Used Every Day for the Past Week: Nsyght

Nsyght is a clever service with a terrible name (it’s hard to remember) and stock photo on its home page, but don’t be fooled – it’s really useful. I wrote about it on ReadWriteWeb last week under the title How to Search Inside Twitter Lists, and that’s just what it’s for. After a few minutes to index your stream, Nsyght will let you search inside tweets from your friends, inside particular lists or your own archive for months back in history. It’s awesome. I’ve been using it to filter for images shared by friends on Twitter (great for quick little posts) and to find old Tweets of mine that I can’t find nearly as quickly in any other way. And searching inside a Twitter list of topical experts for their opinions on a particular matter? So hot. It’s like a Custom Search Engine for twitter lists, which is incredibly powerful.

I think of things like this as curating my existing community resources, an all-too under utilized strategy I believe. That’s the kind of thing I’m likely to bring up as a guest tomorrow on Tummelvision.tv, which I cannot recommend highly enough that you check out.

Techonomy Resources in the Works

It’s midnight and I’m in Lake Tahoe, ready to cover the first Techonomy conference about using technology to solve the world’s big problems. There’s an incredible group of people participating. I’ll be covering it along with a small group of others on the Techonomy site and on ReadWriteWeb. In preparation for the event, I put together a couple of resources for my own reporting that I thought you might enjoy it too.

A Twitter list of Techonomy participants – There are 250 people listed on the site as participants and this list includes 115 of them that I (with some help from Mechanical Turk) could find on Twitter. It should be a real good place to keep track of the conference discussion and get to know some really interesting people for the future. Are you attending the event but not on that list? Let me know.

Related: A smaller list of 27 women I could identify as Techonomy participants. Just to make sure dudes don’t drown out women, as we are apt to do. These are some very powerful women attending the event, but I thought it might be good anyway. And I’ve got some other ideas in mind for that list in the future.

A Custom Search Engine of the websites associated with the event’s participants. I’ve bookmarked that link to enrich my coverage of what’s said at the event itself. If you hear about something coming out of Techonomy that you’d like to learn more about, searching inside the archives of the websites that conference participants are associated with is a good way to do it. This engine has more than 180 sites indexed, though I’m thinking of making a second version that doesn’t include big, prolific news sites so that you could search inside the websites of other organizations present more easily. Update: Here’s that link – Techonomy No News.

Let me know what you think, I’ll be shining these up over the next half day or so and then use and probably write about them elsewhere. These are the kinds of resources I love to create though, and I’ve got some more in mind. I believe they are super useful, but I suppose the proof will be in the pudding over the next few days.

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).
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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.

A Look Behind the Curtain at Techmeme

In late 2005 former Intel developer Gabe Rivera launched what is now TechMeme, a powerful semi-automated “meme tracker” that discovers the hottest conversations in the tech blogosphere every 5 minutes. It’s an incredible resource and has become a financial success for Rivera as well.

Earlier this month I interviewed Techmeme’s first hired human editor, Megan McCarthy, over on ReadWriteWeb. I think McCarthy’s job is a fascinating one and a good indicator of some future trends on the internet. For whatever reason the interview didn’t get as much traction as I hoped it would upon first publication, so I’ve decided to republish it here to make sure readers of Marshallk.com get a chance to see it as well.

One of the issues we didn’t discuss in the interview was the intersection of gender and technology. That’s one I try to think about a lot though, and if it’s of interest to you too then I’d suggest you check out this two year old article I wrote about women on Techmeme and the new ReadWriteWeb Custom Search Engine of Tech Blogs Written by Women.

And now our interview reprinted…

meganpic2.jpgTechmeme is a semi-automated site that tracks the hottest conversations among tech blogs each day, with updates every five minutes. It’s one of the most innovative efforts in news gathering today. In December, Techmeme hired its first human editor, freelance writer Megan McCarthy.

McCarthy tends the gears of Techmeme, makes sure the content on the site remains of high quality and helps ensure the inclusion of new and important voices. It sounds like an awesome job and one that has probably never existed before – a half woman, half robot, news gathering machine. How can you get your blog on Techmeme? What’s in the future for the site? We asked Megan in the following interview.
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