The graph represents a network of 323 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 Tuesday, 01 January 2019 at 11:47 UTC.
The tweets in the network were tweeted over the 2-day, 13-hour, 39-minute period from Saturday, 29 December 2018 at 22:06 UTC to Tuesday, 01 January 2019 at 11:46 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 : 323
Unique Edges : 1023
Edges With Duplicates : 246
Total Edges : 1269
Self-Loops : 40
Reciprocated Vertex Pair Ratio : 0.0762376237623762
Reciprocated Edge Ratio : 0.141674333026679
Connected Components : 12
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 293
Maximum Edges in a Connected Component : 1237
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.083671
Graph Density : 0.0104513201161471
Modularity : 0.501216
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[50] new,year [42] happy,new [21] surgery,some4surgery [21] some4surgery,community [19] challenges,mistakes [19] mistakes,always [19] always,opportunities [19] opportunities,learn [19] learn,improve [19] improve,medicalaxioms Top Word Pairs in Tweet in G1:
[30] new,year [29] happy,new [16] opensourceresearch,some4surgery [13] better,opensourceresearch [11] some4surgery,community [10] so_uro,happy [10] 2019,shall [10] shall,launch [10] launch,new [10] new,opensourceresearch Top Word Pairs in Tweet in G2:
[13] urosome,some4surgery [12] practice,makes [10] new,year [8] looking,initiatives [8] initiatives,projects [8] projects,directly [8] directly,related [8] related,some4surgery [8] some4surgery,right [8] right,now Top Word Pairs in Tweet in G3:
[4] dissanaikemd,great [4] great,thread [4] thread,some4surgery [4] some4surgery,functionalteamsimprovepatientoutcomes [4] functionalteamsimprovepatientoutcomes,swexner [4] swexner,juliomayol [4] juliomayol,nizammamode [4] nizammamode,drroykim [4] drroykim,georgiosvrakas [4] georgiosvrakas,jeremycranemd Top Word Pairs in Tweet in G4:
[15] fantastic,article [15] article,becoming [15] becoming,best [15] best,surgeon [15] surgeon,some4surgery [15] some4surgery,pce [15] pce,brennansurgeon [15] brennansurgeon,rcsnews [15] rcsnews,amcollsurgeons [8] rule,surgeryclub Top Word Pairs in Tweet in G5:
[16] il,6 [16] 6,blockade [8] food,thoughts [8] thoughts,il [8] blockade,tocilizumab [8] tocilizumab,obese [8] obese,prevents [8] prevents,visceral [8] visceral,fat [8] fat,weight Top Word Pairs in Tweet in G6:
[17] challenges,mistakes [17] mistakes,always [17] always,opportunities [17] opportunities,learn [17] learn,improve [17] improve,medicalaxioms [17] medicalaxioms,medicalaxioms [17] medicalaxioms,jbmatthews [17] jbmatthews,drrosengart [17] drrosengart,tomvarghesejr Top Word Pairs in Tweet in G7:
[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 G8:
[3] antoniobarrasa,omc_espana [3] omc_espana,profdemartines [3] profdemartines,profw_edinsurg [3] profw_edinsurg,swexner [3] swexner,frasson_matt [3] frasson_matt,gianlucapellino [3] gianlucapellino,gae_gallo [3] gae_gallo,gmacscotland [3] gmacscotland,juliomayol [3] juliomayol,jcalverdy Top Word Pairs in Tweet in G9:
[3] drafting,new [3] new,authorship [3] authorship,policy [3] policy,wmrc_uk [3] wmrc_uk,projects [3] projects,advocate [3] advocate,corporate [3] corporate,authorship [3] authorship,recognises [3] recognises,collaborative Top Word Pairs in Tweet in G10:
[2] delphi_natric,lindalliance [2] lindalliance,v [2] v,interested [2] interested,hear [2] hear,others [2] others,some4surgery [2] some4surgery,approach [2] approach,ppi [2] ppi,esp [2] esp,lindalliance 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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Top Tweeters in G10: