The graph represents a network of 353 Twitter users whose recent tweets contained "#some4surgery until:2018-12-28", 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 11:53 UTC.
The tweets in the network were tweeted over the 5-day, 13-hour, 7-minute period from Saturday, 22 December 2018 at 09:59 UTC to Thursday, 27 December 2018 at 23:06 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 : 353
Unique Edges : 1134
Edges With Duplicates : 548
Total Edges : 1682
Self-Loops : 46
Reciprocated Vertex Pair Ratio : 0.0558659217877095
Reciprocated Edge Ratio : 0.105820105820106
Connected Components : 6
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 324
Maximum Edges in a Connected Component : 1604
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.992351
Graph Density : 0.0106473731650785
Modularity : 0.45962
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[37] updated,view [37] view,management [37] management,incidental [37] incidental,gallbladdercancer [37] gallbladdercancer,cholecystectomy [37] cholecystectomy,now [37] now,available [37] available,bjsurgery [37] bjsurgery,surgicalresearch [37] surgicalresearch,hpb Top Word Pairs in Tweet in G1:
[36] updated,view [36] view,management [36] management,incidental [36] incidental,gallbladdercancer [36] gallbladdercancer,cholecystectomy [36] cholecystectomy,now [36] now,available [36] available,bjsurgery [36] bjsurgery,surgicalresearch [36] surgicalresearch,hpb Top Word Pairs in Tweet in G2:
[15] juliomayol,swexner [15] antoniodelacy,antoninospin [14] surgicalresearch,some4surgery [12] excellent,opportunity [12] opportunity,showcase [12] showcase,work [12] work,connect [12] connect,peers [12] peers,encourage [12] encourage,trainees Top Word Pairs in Tweet in G3:
[17] presente,llama [17] llama,cirugía [17] cirugía,4 [17] 4,0 [17] 0,antoniodelacy [17] antoniodelacy,nos [17] nos,cuenta [17] cuenta,artículo [17] artículo,portada [17] portada,número Top Word Pairs in Tweet in G4:
[23] some4surgery,pce [21] fantastic,article [21] article,becoming [21] becoming,best [21] best,surgeon [21] surgeon,some4surgery [21] pce,brennansurgeon [21] brennansurgeon,rcsnews [21] rcsnews,amcollsurgeons [4] inception,some4surgery Top Word Pairs in Tweet in G5:
[18] drafting,new [18] new,authorship [18] authorship,policy [18] policy,wmrc_uk [18] wmrc_uk,projects [18] projects,advocate [18] advocate,corporate [18] corporate,authorship [18] authorship,recognises [18] recognises,collaborative Top Word Pairs in Tweet in G6:
[10] over,much [10] much,better [10] better,leader [6] juliomayol,realbrainbook [6] realbrainbook,swexner [6] swexner,celestinogutirr [6] balibreajose,rncsantander [6] rncsantander,salemsamer [6] salemsamer,aischannel [6] aischannel,mageefrcs Top Word Pairs in Tweet in G7:
[2] ehaasmd,ramonminjaresg [2] ramonminjaresg,bdimas16 [2] bdimas16,swexner [2] swexner,vincentobiasmd [2] vincentobiasmd,marksoliman [2] marksoliman,danpopowichmd [2] danpopowichmd,jplefave_md [2] jplefave_md,herniaboston [2] herniaboston,fezaremzimd [2] fezaremzimd,karasjoshua Top Word Pairs in Tweet in G8:
[6] happy,holidays [6] holidays,incision [6] incision,globalsurgery [6] globalsurgery,ifmsa [6] ifmsa,christmaseve2018 [6] christmaseve2018,some4surgery [6] some4surgery,rwot [6] rwot,kigali [6] kigali,studentsurgnet [6] studentsurgnet,gincision Top Word Pairs in Tweet in G9:
[3] kanıt,yokluğu [3] yokluğu,yokluğun [3] yokluğun,kanıtı [3] kanıtı,değildir [3] değildir,bu [3] bu,çalışmayı [3] çalışmayı,okuyun [3] okuyun,turkcerrahi [3] turkcerrahi,cerrahi_onko [3] cerrahi_onko,kolorektal Top Word Pairs in Tweet in G10:
[3] merry,christmas [3] christmas,dr_chris_brown [3] dr_chris_brown,daverobinson90 [3] daverobinson90,tazabdel [3] tazabdel,wynglewis [3] wynglewis,luke__hopkins [3] luke__hopkins,j00464268 [3] j00464268,powarg07 [3] powarg07,rhiharries [3] rhiharries,s 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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