The graph represents a network of 1,162 Twitter users whose recent tweets contained "#some4surgery OR https://twitter.com/juliomayol/status/1023126243053658113 OR "I would like to co-author a collaborative paper (narrative review), via Twitter (tweets would be used as the text of the article)"", 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, 28 August 2018 at 20:21 UTC.
The tweets in the network were tweeted over the 10-day, 0-hour, 26-minute period from Saturday, 18 August 2018 at 19:38 UTC to Tuesday, 28 August 2018 at 20:04 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 : 1162
Unique Edges : 3979
Edges With Duplicates : 11158
Total Edges : 15137
Self-Loops : 2265
Reciprocated Vertex Pair Ratio : 0.0848998140879983
Reciprocated Edge Ratio : 0.156511805026657
Connected Components : 231
Single-Vertex Connected Components : 229
Maximum Vertices in a Connected Component : 928
Maximum Edges in a Connected Component : 14855
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.658241
Graph Density : 0.00389301762235357
Modularity : 0.204718
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[324] juliomayol,some4surgery [142] surgicalrobotics,some4surgery [130] juliomayol,drsantiagoortiz [126] don,t [126] some4surgery,goodsurgeon [124] 1,yes [118] perbinder,juliomayol [118] some4surgery,humanenhancement [101] swexner,icristobal [101] surgery,some4surgery Top Word Pairs in Tweet in G1:
[199] juliomayol,some4surgery [92] some4surgery,humanenhancement [86] surgicalrobotics,some4surgery [81] nuhazsurgeon,drzoewinters [78] 1,yes [78] verrandeborah,nuhazsurgeon [77] tomvarghesejr,verrandeborah [76] khiajosina,tomvarghesejr [68] drzoewinters,droliverwarren [68] droliverwarren,jdcamcolorectal Top Word Pairs in Tweet in G2:
[31] surgeon,some4surgery [31] honest,surgeon [31] surgeon,operates [31] operates,unfortunately [31] unfortunately,experiences [31] experiences,complications [31] complications,day [31] day,surgeon [31] surgeon,stops [31] stops,learning Top Word Pairs in Tweet in G3:
[73] joekiani,0x2020 [72] mcubbonnhs,brennansurgeon [70] brennansurgeon,matthancock [70] thebma,theda_uk [70] theda_uk,fmlm_uk [70] bapiouk,drphilbanfield [70] claregerada,joekiani [70] 0x2020,patientsafe3 [69] fmlm_uk,paragsinghal09 [69] paragsinghal09,bapiouk Top Word Pairs in Tweet in G4:
[48] swexner,icristobal [46] juliomayol,swexner [46] icristobal,dr_calleja [32] some4surgery,surgicaleducation [30] nestorherraiz,juliomayol [27] juliomayol,some4surgery [21] juliomayol,perbinder [20] northwellhealth,zuckersom [20] juliomayol,profdemartines [19] don,t Top Word Pairs in Tweet in G5:
[23] specialty,research [23] research,topics [23] nrcm2018,delphi [23] prioritising,future [20] some4surgery,goodsurgeon [17] multi,specialty [17] topics,trainee [17] trainee,research [17] research,collaboratives [17] collaboratives,tackling Top Word Pairs in Tweet in G6:
[33] juliomayol,some4surgery [32] postoperative,complications [32] complications,start [32] start,operating [32] operating,room [32] room,attributed [32] attributed,dr [32] dr,debakey [32] debakey,kmattox1 [32] kmattox1,axiomssurgical Top Word Pairs in Tweet in G7:
[12] great,effort [12] effort,c_roxburgh [12] c_roxburgh,sloan_kettering [12] sloan_kettering,glimpse [12] glimpse,future [12] future,rectalcancer [12] rectalcancer,management [12] management,grisurgery [12] grisurgery,uofglasgow [12] uofglasgow,uofgmvls Top Word Pairs in Tweet in G8:
[4] thank,chrisvthompson [4] chrisvthompson,learnt [4] learnt,many [4] many,awesome [4] awesome,things [4] things,during [4] during,richardcobb [4] richardcobb,fellowship [4] fellowship,antoninospin [4] antoninospin,humanitascrs Top Word Pairs in Tweet in G9:
[11] new,visualabstract [11] visualabstract,nomi_nyc [11] nomi_nyc,bwhsurgery [11] bwhsurgery,hemorrhage [11] hemorrhage,control [11] control,program [11] program,promotes [11] promotes,resilience [11] resilience,associated [11] associated,traits Top Word Pairs in Tweet in G10:
[3] look,forward [3] forward,grosseaumd [3] grosseaumd,talk [3] talk,wfnshq [3] wfnshq,synergy [3] synergy,drwaltjohnson [3] drwaltjohnson,globalneurosurgery [3] globalneurosurgery,some4surgery [2] multidisciplinary,cross [2] cross,specialty 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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