Visualizing THATCamp
THATCamps are quite popular. I’m throwing one myself. But who are the people talking about them on Twitter? What does the THATCamp look like on the Twitterverse?
I used NodeXL to retrieve the data – a search for tweets, people, and the links between them. I then visualized the data in Gephi, where colour = community (per Gephi’s modularity routine) and sized the nodes (individual Twitterers) using Pagerank, on the premise that this was a directed graph and one should follow the links (although there was little difference with Betweeness Centrality. Major players are still major, either way).
I found 233 individuals, linked together by 4435 edges. Some general stats on this directed network:
| Top 10 Vertices, Ranked by Betweenness Centrality | Betweenness Centrality |
| thatcamp | 10493.93299 |
| marindacos | 3381.65598 |
| amandafrench | 2530.589717 |
| openeditionsays | 2491.27153 |
| inactinique | 2183.450362 |
| briancroxall | 2093.876857 |
| piotrr70 | 2014.064889 |
| brettbobley | 1798.013658 |
| miriamkp | 1693.203103 |
| melissaterras | 1596.42585 |
| Top Replied-To in Entire Graph | Entire Graph Count |
| colleengreene | 4 |
| thatcamp | 3 |
| rosemarysewart | 2 |
| normasalim | 2 |
| janaremy | 2 |
| spagnoloacht | 1 |
| chuckrybak | 1 |
| lawnsports | 1 |
| ncecire | 1 |
| academicdave | 1 |
| Top Mentioned in Entire Graph | Entire Graph Count |
| thatcamp | 25 |
| piotrr70 | 25 |
| briancroxall | 17 |
| ncecire | 16 |
| spouyllau | 14 |
| thtcmpfeminisms | 10 |
| marindacos | 8 |
| dhlib2012 | 8 |
| thatcamprtp | 7 |
| goldstoneandrew | 6 |
| Top URLs in Tweet in Entire Graph | Entire Graph Count |
| http://leo.hypotheses.org/9506 | 26 |
| http://bit.ly/RyrPvA | 19 |
| http://tcp.hypotheses.org/609 | 19 |
| http://tcp.hypotheses.org/programme | 15 |
| http://rtp2012.thatcamp.org/apply/ | 12 |
| http://bit.ly/w1IFmR | 11 |
| http://dhlib2012.thatcamp.org/register/ | 10 |
| http://goo.gl/qJ185 | 10 |
| http://dhlib2012.thatcamp.org/ | 8 |
| http://bit.ly/RNHLKO | 8 |
| Top Hashtags in Tweet in Entire Graph | Entire Graph Count |
| thatcamp | 137 |
| mla13 | 27 |
| dh | 22 |
| tcp2012 | 17 |
| thatcampsocal | 12 |
| dhlib2012 | 9 |
| unconferences | 7 |
| thatcamptheory | 6 |
| digitalhumanities | 6 |
| tcny2012 | 6 |
And now the visualization. You can download the zoomable pdf here.
As I look at the modularity in this graph, at first blush, you can see quite a North America / European divide, with various satellite outposts. This could be of course because there’s a THATCamp Paris coming down the pipe (lots of French in the tweets).

