archive for June, 2009

Twitter Recommendation Engine

I’ve been working on a little Python script1 using the Twitter API that can recommend people for me to follow.  Here’s the basic idea:

  1. Get the list of people that I currently follow.
  2. Get a list of people who follow them. (I currently truncate this list at 100 followers per person to try to keep any one person from being too over represented, and to keep the run-time down.)  This list represents “people like me” because they have the same interest.
  3. For all of the people like me, look up who they follow (again limited per person for the sake of time).
  4. Score2, sort, and print these “votes.”  These are the recommendations.

So far, it works pretty well.  About half of the top 40 results are people that I already follow, and the others do look like people that I’d be interested in following (some of which I have followed periodically).  Here’s what it came up with so far (*’s are the suggested new people to follow):

John Resig
A Googler
Barack Obama *
Twitter
CNN Breaking News
Kevin Rose
why the lucky stiff
Eric A. Meyer
Tim O’Reilly
wefollow *
Leo Laporte
Jeff LaMarche
Twephanie
Scott Hanselman
Jeff Atwood *
Felicia Day
The Onion *
Asa Dotzler
Jonathan Coulton
KevinSmith *
MacHeist *
Evan Williams *
Garrett Lisi
Wil Wheaton *
Stephen Fry *
Al Gore *
drhorrible
RainnWilson
Aaron Boodman
woot.com *
DHH *
Day in the Cloud
Dave Mark
zefrank
Michael Arrington *
Mike Massimino *
Christopher Blizzard
John Gruber *
Pete Cashmore *
Neil Gaiman

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