In December I wrote a post titled It’s Not About Having The Most Friends, It’s About Having The Best Friends. Since then I’ve been systematically modifying my social networking behavior and cleaning up my various social graphs. As a significant content generator in a variety of forms (blogs, books, tweets, videos) and a massive content consumer, I found that my historical approach of social network promiscuity wasn’t working well for me in terms of surfacing information.

I made two major changes to the way I use various social networks. I went through each one and categorized each on three dimensions: (1) consumption vs. broadcast and (2) public vs. private, (3) selective vs. promiscuous. These are not binary choices – I can be both a content consumer and a broadcaster on the same social network, but I’ll use it differently depending where on the spectrum I am.

For example, consider Facebook. I determined I was in the middle of the consumption/broadcast spectrum, public, and selective. With Foursquare, I determined I was closer to broadcast and private and very selective. With LinkedIn, I was 100% broadcast, public, and promiscuous. With Twitter, I was similar to Facebook, but with a much wider broadcast and promiscuous. With RunKeeper, very strong on broadcast, public, but selective.

I then looked at the tools I was using. Yesterday I noticed Fred Wilson’s email The Black Hole Of Email and it reminded me that I view email as my primary communication channel for broad accessibility (I try to answer every email I get within 24 hours – if it takes longer you know I’m on the road or got behind) and often respond within minutes if I’m in front of my computer. But I’ve worked very hard to cut all of the noise out of my email channel – I have no email subscriptions (thanks OtherInBox), I get no spam (thanks Postini), I run zero inbox (read and reply / archive immediately), and am very selective with the notifications I get via email (i.e. I check Meetup.com daily, but the only email notifications I get are for Boulder Is For Robots.) As a result, I find email manageable and a powerful / simple comm channel for me.

Tuning each social network has ranged from trivial (15 minutes with RunKeeper and I was in a happy place) to medium (Foursquare took an hour to clean up my 800+ friends to 100-ish) to extremely painful (going from 3000 Facebook friends to a useful set seemed overwhelming.) I decided to clean up the easy ones first and then come up with manual algorithms for the harder ones.

My favorite approach is what I’m doing with Facebook. Every day I go into the Events tab and look at the birthday list. I then unfriend the people whose name I don’t recognize or who I don’t want to consume in my news feed. Since Facebook’s social graph is on the public side, people can still follow me (ala Twitter follow). I view this as a reverse birthday gift which probably enhances both of our lives.

In contrast, I’ve continued to just accept all LinkedIn requests except from obvious recruiters or people who look like spambots. I know they can pay to get access to my social graph – that’s fine – I want them to have to pay someone or work a little for it, not just get it for free, but the benefit of having a wide social graph on LinkedIn for the one time a week I use it to hunt someone down somewhere far outweighs the pain of being promiscuous.

I’ve continued to find and use other tools for managing all the data. One of my new favorites is Engag.io. Rather than getting a stream of Facebook email notifications, I check it once a day and respond to everything that I see. I’ve noticed that I find comments in other services like Foursquare that I was previously missing, and rather than having a pile of clutter in my inbox, I can interact it with once a day for ten minutes.

When I reflect on my approach, it doesn’t surprise me that it’s very algorithmic. That’s how I’ve always driven my content consumption / content generation world and part of the reason it doesn’t overwhelm me. Sure – it spikes up at times and becomes less useful / more chaotic (like it did last year when I realized Facebook wasn’t really useful for me anyone.) This causes me to step back, figure out a new set of algorithms, and get it newly tamed. And yes, Facebook is now much more useful and interesting to me after only a few months of cleanup.

I’m always looking for new tools and approaches to this so if you have a great one, please tell me. For example, the “unfriend on birthdays” approach was suggested several times in the comments to one of the posts and after trying a Greasemonkey plugin, manual unfriending on the iPad while watching TV, and other brute force approaches, I just decided I’d clean it up over a year via the birthday approach. So – keep the comments and emails flowing – they mean a lot to me.