The graph represents a network of 660 Twitter users whose recent tweets contained "#some4surgery", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 05 January 2019 at 22:40 UTC.
The tweets in the network were tweeted over the 7-day, 1-hour, 10-minute period from Saturday, 29 December 2018 at 21:26 UTC to Saturday, 05 January 2019 at 22:36 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 660
Unique Edges : 2778
Edges With Duplicates : 2292
Total Edges : 5070
Self-Loops : 121
Reciprocated Vertex Pair Ratio : 0.0953177257525084
Reciprocated Edge Ratio : 0.174045801526718
Connected Components : 12
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 641
Maximum Edges in a Connected Component : 5051
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.855803
Graph Density : 0.00752977422173173
Modularity : 0.324974
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[246] some4precision,some4surgery [163] powarg07,precisionso [68] new,year [67] some4surgery,powarg07 [62] precisionso,some4surgery [62] des_winter,bjsurgery [62] bjsurgery,garethhpb [62] garethhpb,malinasund [62] malinasund,swexner [60] buscamos,investigadores Top Word Pairs in Tweet in G1:
[115] some4precision,some4surgery [81] powarg07,precisionso [56] precisionso,some4surgery [55] buscamos,investigadores [55] investigadores,médicos [55] médicos,quirúrgicos [55] quirúrgicos,españoles [55] españoles,latinoamericanos [55] latinoamericanos,interesados [55] interesados,unirse Top Word Pairs in Tweet in G2:
[42] some4precision,some4surgery [28] new,year [25] happy,new [22] powarg07,precisionso [20] urosome,some4surgery [17] some4surgery,colorectalsurgery [15] some4surgery,juliomayol [15] colorectalsurgery,some4surgery [14] some4surgery,urosome [14] some4surgery,precisionmedicine Top Word Pairs in Tweet in G3:
[85] some4precision,some4surgery [60] powarg07,precisionso [32] some4surgery,powarg07 [28] swexner,perbinder [19] new,year [19] precisionmedicine,precisionsurgery [19] juliomayol,swexner [18] me4_so,bjsurgery [16] perbinder,juliomayol [16] perbinder,ramosdelamedina Top Word Pairs in Tweet in G4:
[8] happy,new [8] new,year [6] good,morning [6] morning,ankara [6] ankara,happy [6] year,wish [6] wish,see [6] see,2019 [6] 2019,some4surgery [6] some4surgery,colorectalsurgery Top Word Pairs in Tweet in G5:
[18] fantastic,article [18] article,becoming [18] becoming,best [18] best,surgeon [18] surgeon,some4surgery [18] some4surgery,pce [18] pce,brennansurgeon [18] brennansurgeon,rcsnews [18] rcsnews,amcollsurgeons [6] rule,surgeryclub Top Word Pairs in Tweet in G6:
[18] challenges,mistakes [18] mistakes,always [18] always,opportunities [18] opportunities,learn [18] learn,improve [18] improve,medicalaxioms [18] medicalaxioms,medicalaxioms [18] medicalaxioms,jbmatthews [18] jbmatthews,drrosengart [18] drrosengart,tomvarghesejr Top Word Pairs in Tweet in G7:
[3] dissanaikemd,great [3] great,thread [3] thread,some4surgery [3] some4surgery,functionalteamsimprovepatientoutcomes [3] functionalteamsimprovepatientoutcomes,swexner [3] swexner,juliomayol [3] juliomayol,nizammamode [3] nizammamode,drroykim [3] drroykim,georgiosvrakas [3] georgiosvrakas,jeremycranemd Top Word Pairs in Tweet in G8:
[2] some4surgery,medtwitter [2] bota_uk,looking [2] looking,help [2] help,supporting [2] supporting,generating [2] generating,questions [2] questions,t [2] t,trainee [2] trainee,collaborative [2] collaborative,research Top Word Pairs in Tweet in G9:
[5] grab,one [5] one,remaining [5] remaining,places [5] places,upcoming [5] upcoming,estes [5] estes,societytrauma [5] societytrauma,aast [5] aast,traumadoctors [5] traumadoctors,emergency [5] emergency,surgery Top Word Pairs in Tweet in G10:
[8] jan,4 [8] 4,2019 [8] 2019,google [8] google,auto [8] auto,search [8] search,terms [8] terms,axiomssurgical [8] axiomssurgical,some4surgery Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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