The graph represents a network of 534 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 Friday, 04 January 2019 at 10:19 UTC.
The tweets in the network were tweeted over the 5-day, 1-hour, 16-minute period from Sunday, 30 December 2018 at 08:40 UTC to Friday, 04 January 2019 at 09:56 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 : 534
Unique Edges : 1935
Edges With Duplicates : 976
Total Edges : 2911
Self-Loops : 94
Reciprocated Vertex Pair Ratio : 0.0814185814185814
Reciprocated Edge Ratio : 0.150577367205543
Connected Components : 13
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 509
Maximum Edges in a Connected Component : 2884
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.986804
Graph Density : 0.00760657995516861
Modularity : 0.413221
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[126] some4precision,some4surgery [73] powarg07,precisionso [60] some4surgery,powarg07 [55] new,year [48] precisionso,some4surgery [46] buscamos,investigadores [46] investigadores,médicos [46] médicos,quirúrgicos [46] quirúrgicos,españoles [46] españoles,latinoamericanos Top Word Pairs in Tweet in G1:
[111] some4precision,some4surgery [65] powarg07,precisionso [51] some4surgery,powarg07 [48] precisionso,some4surgery [46] buscamos,investigadores [46] investigadores,médicos [46] médicos,quirúrgicos [46] quirúrgicos,españoles [46] españoles,latinoamericanos [46] latinoamericanos,interesados Top Word Pairs in Tweet in G2:
[20] some4surgery,colorectalsurgery [17] swexner,juliomayol [15] new,year [14] juliomayol,zimnl [14] happy,new [13] colorectalsurgery,some4surgery [13] complete,rectal [13] yousiccr,youescp [11] consensus,statement [11] statement,management Top Word Pairs in Tweet in G3:
[8] some4surgery,me4_so [8] swexner,alaael_hussuna [7] some4precision,some4surgery [6] true,surgery [6] some4surgery,powarg07 [5] new,year [5] surgery,littlemissileo [5] littlemissileo,azminaverjee [5] azminaverjee,some4surgery [5] me4_so,swexner Top Word Pairs in Tweet in G4:
[9] colorectalsurgery,some4surgery [7] today's,aischannel [7] aischannel,open [7] open,classroom [7] classroom,feautures [7] feautures,outstanding [7] outstanding,escp_tweets [7] escp_tweets,lecture [7] lecture,prof [7] prof,jcalverdy Top Word Pairs in Tweet in G5:
[10] il,6 [10] 6,blockade [7] bjsurgery,surgicalresearch [6] using,benchmarking [6] benchmarking,elevate [6] elevate,standard [6] standard,care [6] care,surgeons [6] surgeons,learning [6] learning,best Top Word Pairs in Tweet in G6:
[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 [8] rule,surgeryclub Top Word Pairs in Tweet in G7:
[20] challenges,mistakes [20] mistakes,always [20] always,opportunities [20] opportunities,learn [20] learn,improve [20] improve,medicalaxioms [20] medicalaxioms,medicalaxioms [20] medicalaxioms,jbmatthews [20] jbmatthews,drrosengart [20] drrosengart,tomvarghesejr Top Word Pairs in Tweet in G8:
[10] practice,makes [5] makes,perfect [5] perfect,imperfect [5] imperfect,practice [5] makes,perfectly [5] perfectly,imperfect [3] celestinogutirr,researchactive [3] researchactive,debby_keller [3] debby_keller,bottomdoc [3] bottomdoc,drfrancescopata Top Word Pairs in Tweet in G9:
[2] aecirujanos,aecformacion [2] aecformacion,cma_aecirujanos [2] cma_aecirujanos,colmedca [2] colmedca,hunivvaldecilla [2] hunivvaldecilla,idivaldecilla [2] idivaldecilla,unican [2] unican,bureausantander [2] bureausantander,pdeexposiciones [2] pdeexposiciones,gemaigual [2] gemaigual,cantabriaes Top Word Pairs in Tweet in G10:
[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 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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