{"id":1828,"date":"2013-10-03T19:53:01","date_gmt":"2013-10-03T19:53:01","guid":{"rendered":"https:\/\/notebooks.dataone.org\/?p=1828"},"modified":"2013-10-22T14:04:42","modified_gmt":"2013-10-22T14:04:42","slug":"exploring-openscience-communities-via-twitter","status":"publish","type":"post","link":"https:\/\/notebooks.dataone.org\/data-science\/exploring-openscience-communities-via-twitter\/","title":{"rendered":"Exploring #OpenScience Communities via Twitter"},"content":{"rendered":"
Continuing some initial explorations on how to explore data sharing practices among users of an online repository such as figshare.<\/p>\n
As an active (or more accurately, formerly active) twitter user (@mountainsol<\/a>), I recall finding that some of my information was stored by a service called “favstar<\/a>.”<\/p>\n Twitter has the ability for followers to “favorite” tweets with a star; “favstar” collects those “favorites” and allows others to view.<\/p>\n For example: Here is figshare’s twitter data, accessible via favstar:<\/p>\n http:\/\/favstar.fm\/users\/figshare<\/a><\/p>\n This shows “best of” along with categories for “newest”, “oldest,” and “discovered.”<\/p>\n The most popular tweet (as a function of retweets) concerns Google Scholar and was over a year ago (419 days).<\/p>\n This has 37 retweets. I’ll admit I’m surprised this would be the highest level of retweets.<\/p>\n By signing in with my personal twitter account credentials, I have some access to other data including “retweet details.”<\/p>\n Someone mentioned “I like @figshare.” Might be a phrase to concatenate from across the twitterverse.<\/p>\n “I prefer the interface”<\/p>\n I googled “twitter network reach.” Did not see anything useful.<\/p>\n I’m looking at “twitter network analysis”<\/p>\n I found a blog entry called “4 Awesome Free Tools to Visualize and Analyze Twitter Data.”<\/p>\n http:\/\/www.makeuseof.com\/tag\/5-awesome-free-tools-visualize-analyze-twitter-networks\/<\/a><\/p>\n Tools mentioned:<\/p>\n 1) Twitter Network Browser (No longer works – they cite a change in Twitter’s API)<\/p>\n 2) MentionMaps<\/a><\/p>\n 3) TwiAngulate<\/a> – note check the “Biggest Followers” to compare DataONE to figshare. (This works pretty well and I got some useful data out of it, discussed later in this post).<\/p>\n 4) TwitterVenn<\/a><\/p>\n Another potentially useful source is:<\/p>\n http:\/\/www.makeuseof.com\/tag\/6-twitter-web-applications-questions-answers\/<\/a><\/p>\n This lists some Web applications that can “ask questions of the twitterverse” – including older posts.<\/a><\/p>\n A tutorial on social network analysis for journalists is available.<\/p>\n Also I came across this tweet from my friend Carl Boettiger, which shows the migration of the survey from figshare early adopters into the twitterers.<\/p>\n RT @cboettig<\/a>: check out this survey from @DataONEorg<\/a>“A Study of the Motivations and Opinions of @figshare<\/a> users” http:\/\/t.co\/SOg8UCTUSo<\/a><\/p>\n