#some4surgery since:2018-12-29 until:2018-12-30, Twitter, 1/5/2019 10:47:54 PM, 180768


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#some4surgery since:2018-12-29 until:2018-12-30 Twitter NodeXL SNA Map and Report for Saturday, 05 J
#some4surgery since:2018-12-29 until:2018-12-30 Twitter NodeXL SNA Map and Report for Saturday, 05 J
From:
scotpublichealth
Uploaded on:
January 05, 2019
Short Description:
#some4surgery since:2018-12-29 until:2018-12-30 via NodeXL http://bit.ly/2TxMiVm
@juliomayol
@swexner
@coull26
@cbizzle1
@alaael_hussuna
@sminaev2015
@angelfbetans
@balibreajose
@yorklawlondon
@bjsurgery

Top hashtags:
#some4surgery
#opensourceresearch

Description:
Description
The graph represents a network of 246 Twitter users whose recent tweets contained "#some4surgery since:2018-12-29 until:2018-12-30", 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 22:46 UTC.

The tweets in the network were tweeted over the 11-hour, 9-minute period from Saturday, 29 December 2018 at 12:37 UTC to Saturday, 29 December 2018 at 23:46 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


Overall Graph Metrics
Vertices : 246
Unique Edges : 859
Edges With Duplicates : 380
Total Edges : 1239
Self-Loops : 30
Reciprocated Vertex Pair Ratio : 0.0882028665931643
Reciprocated Edge Ratio : 0.162107396149949
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 244
Maximum Edges in a Connected Component : 1235
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.82432
Graph Density : 0.0163763066202091
Modularity : 0.387809
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] http://bulletin.facs.org/2018/04/excellence-in-surgery-becoming-the-best-you-can-be/
[8] https://twitter.com/AlaaEl_Hussuna/status/1079036287632449536
[6] https://twitter.com/juliomayol/status/1079000563835117568
[5] https://twitter.com/EricTopol/status/1079055755003625474
[4] https://twitter.com/juliomayol/status/1023126243053658113
[3] https://twitter.com/juliomayol/status/1025779215029940225
[2] https://twitter.com/CyclingSurgeon/status/1079039427563925504
[2] https://twitter.com/perbinder/status/1031160805004337153
[2] https://twitter.com/rebgross/status/1078659263898226690
[2] https://pdfs.semanticscholar.org/9972/f83fe5d7790213182947a5fbec35d0297f6d.pdf

Top URLs in Tweet in G1:
[7] https://twitter.com/AlaaEl_Hussuna/status/1079036287632449536
[4] https://twitter.com/juliomayol/status/1079000563835117568
[2] https://twitter.com/juliomayol/status/1023126243053658113
[2] https://twitter.com/EricTopol/status/1079055755003625474
[1] https://twitter.com/juliomayol/status/1025779215029940225
[1] https://twitter.com/JPRASurg/status/1024045059233198080
[1] https://twitter.com/perbinder/status/1031160805004337153
[1] https://onlinelibrary.wiley.com/doi/10.1002/bjs5.50124?cookieSet=1
[1] https://twitter.com/ProfW_edinsurg/status/1041304891908603904
[1] https://twitter.com/AlaaEl_Hussuna/status/1079036293735170049

Top URLs in Tweet in G2:
[3] https://twitter.com/EricTopol/status/1079055755003625474
[2] https://pdfs.semanticscholar.org/9972/f83fe5d7790213182947a5fbec35d0297f6d.pdf
[2] https://twitter.com/juliomayol/status/1023126243053658113
[2] https://twitter.com/CyclingSurgeon/status/1079039427563925504
[2] https://twitter.com/juliomayol/status/1079000563835117568
[2] https://twitter.com/juliomayol/status/1025779215029940225
[1] http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.860.6639&rep=rep1&type=pdf
[1] https://twitter.com/perbinder/status/1031160805004337153
[1] http://www.twitonomy.com/map.php?id=rsb185
[1] https://twitter.com/graffeo/status/1079066373635088390

Top URLs in Tweet in G5:
[1] https://journals.lww.com/annalsofsurgery/Abstract/2017/06000/The_Comprehensive_Complication_Index__CCI____Added.1.aspx

Top URLs in Tweet in G6:
[1] https://twitter.com/JUrology/status/1078704707621842945

Top URLs in Tweet in G7:
[1] https://twitter.com/rebgross/status/1078659263898226690

Top URLs in Tweet in G8:
[9] http://bulletin.facs.org/2018/04/excellence-in-surgery-becoming-the-best-you-can-be/

Top URLs in Tweet in G9:
[1] https://twitter.com/rebgross/status/1078659263898226690

Top URLs in Tweet in G10:
[1] https://twitter.com/DissanaikeMD/status/1079056888510201857
[1] http://bulletin.facs.org/2018/04/excellence-in-surgery-becoming-the-best-you-can-be/#.XCdqWb7ReFk.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[40] twitter.com
[10] facs.org
[2] wiley.com
[2] semanticscholar.org
[1] tweetedtimes.com
[1] lww.com
[1] twitonomy.com
[1] psu.edu

Top Domains in Tweet in G1:
[20] twitter.com
[1] wiley.com

Top Domains in Tweet in G2:
[16] twitter.com
[2] semanticscholar.org
[1] psu.edu
[1] twitonomy.com
[1] wiley.com
[1] tweetedtimes.com

Top Domains in Tweet in G5:
[1] lww.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[9] facs.org

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com
[1] facs.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[182] some4surgery
[22] opensourceresearch
[10] colorectalsurgery
[9] seriousgames
[9] pce
[8] virtualworld
[7] surgicalresearch
[7] belfast
[5] surgicaldogma
[4] ilooklikeasurgeon



Top Hashtags in Tweet in G1:
[66] some4surgery
[19] opensourceresearch
[6] colorectalsurgery
[3] belfast
[2] surgicaldogma
[1] surgery
[1] surgeonexpert
[1] acscc2018
[1] acscc18
[1] hashtagdrift

Top Hashtags in Tweet in G2:
[79] some4surgery
[8] seriousgames
[7] surgicalresearch
[7] virtualworld
[4] openaccess
[3] surgicaldogma
[2] surgicalintuition
[2] surgicalpractice
[2] collectiveintelligence
[2] goodread

Top Hashtags in Tweet in G3:
[4] some4surgery
[1] question4

Top Hashtags in Tweet in G4:
[2] some4surgery
[1] surgicaltraining

Top Hashtags in Tweet in G5:
[8] some4surgery
[1] researchethics
[1] opensourceresearch

Top Hashtags in Tweet in G6:
[2] some4surgery
[1] urosome
[1] burnout

Top Hashtags in Tweet in G7:
[4] some4surgery
[3] belfast
[3] colorectalsurgery
[1] researchnenc
[1] some

Top Hashtags in Tweet in G8:
[10] some4surgery
[9] pce

Top Hashtags in Tweet in G9:
[3] some4surgery
[2] surgeryrocks
[2] cirugía
[1] ludwigdrums
[1] ludwig
[1] vintagedrums

Top Hashtags in Tweet in G10:
[4] some4surgery
[4] somedocs
[3] ilooklikeasurgeon
[2] womeninmedicine
[2] teamwork
[1] lifegoals
[1] surgtweeting
[1] pearls

Top Words
Top Words in Tweet in Entire Graph:
[325] Words in Sentiment List#1: Positive
[62] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5828] Non-categorized Words
[6215] Total Words
[248] some4surgery
[116] juliomayol
[76] new
[50] opensourceresearch
[49] year

Top Words in Tweet in G1:
[96] some4surgery
[63] new
[46] juliomayol
[44] opensourceresearch
[38] year
[36] thanks
[32] alaael_hussuna
[31] swexner
[31] happy
[30] projects

Top Words in Tweet in G2:
[93] some4surgery
[48] juliomayol
[11] twitter
[11] seriousgames
[11] more
[10] surgicalresearch
[10] tweets
[9] members
[9] learn
[9] 2018

Top Words in Tweet in G3:
[5] juliomayol
[5] some4surgery
[4] exams
[3] surgical
[2] drterrysimpson
[2] khiajosina
[2] antoniobarrasa
[2] a160186
[2] alaael_hussuna
[2] dr_a_sturiale

Top Words in Tweet in G4:
[4] some4surgery
[4] work
[3] otorhinosaurus
[3] juliomayol
[3] graffeo
[3] iahncajigas
[3] alexalamri
[3] jordanfreymd
[3] nickberlin_md
[3] nimakhavanin

Top Words in Tweet in G5:
[11] some4surgery
[7] juliomayol
[5] annalsofsurgery
[5] new
[4] mostafashalaby
[4] hossamelfeki
[4] alaael_hussuna
[3] bjsurgery
[3] index
[3] swexner

Top Words in Tweet in G6:
[10] some4surgery
[8] urosome
[8] cyclingsurgeon
[8] docandrewmurray
[8] gmacscotland
[8] celestinogutirr
[8] perbinder
[8] hegelts
[8] eivanbravoc
[8] rdonalisiomd

Top Words in Tweet in G7:
[11] bjsurgery
[11] some4surgery
[6] year
[4] humbly
[4] propose
[4] game
[4] changing
[4] article
[4] delighted
[4] authors

Top Words in Tweet in G8:
[10] some4surgery
[9] fantastic
[9] article
[9] becoming
[9] best
[9] surgeon
[9] pce
[9] brennansurgeon
[9] rcsnews
[9] amcollsurgeons

Top Words in Tweet in G9:
[4] some4surgery
[3] surgeryrocks
[3] cirugía
[2] estos
[2] nuestros
[2] propósitos
[2] 2019
[2] aischannel
[2] básicamente
[2] seguir

Top Words in Tweet in G10:
[4] some4surgery
[4] somedocs
[3] ilooklikeasurgeon
[2] awesome
[2] thread
[2] great
[2] read
[2] womeninmedicine
[2] teamwork
[2] go

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[38] new,year
[31] happy,new
[19] some4surgery,network
[17] 2019,shall
[17] shall,launch
[17] launch,new
[17] new,opensourceresearch
[17] opensourceresearch,projects
[17] projects,using
[17] using,extended

Top Word Pairs in Tweet in G1:
[31] new,year
[28] happy,new
[16] some4surgery,network
[15] 2019,shall
[15] shall,launch
[15] launch,new
[15] new,opensourceresearch
[15] opensourceresearch,projects
[15] projects,using
[15] using,extended

Top Word Pairs in Tweet in G2:
[9] some4surgery,members
[7] five,months
[7] imagine,virtualworld
[7] virtualworld,some4surgery
[7] members,enter
[7] enter,play
[7] play,seriousgames
[7] seriousgames,take
[7] take,advantage
[7] advantage,collectiveintelligence

Top Word Pairs in Tweet in G3:
[2] drterrysimpson,khiajosina
[2] khiajosina,juliomayol
[2] juliomayol,antoniobarrasa
[2] antoniobarrasa,a160186
[2] a160186,alaael_hussuna
[2] alaael_hussuna,dr_a_sturiale
[2] dr_a_sturiale,researchactive
[2] researchactive,balibreajose
[2] balibreajose,shirley106chan
[2] shirley106chan,caycedomarula

Top Word Pairs in Tweet in G4:
[3] otorhinosaurus,juliomayol
[3] juliomayol,graffeo
[3] graffeo,iahncajigas
[3] iahncajigas,alexalamri
[3] alexalamri,jordanfreymd
[3] jordanfreymd,nickberlin_md
[3] nickberlin_md,nimakhavanin
[3] nimakhavanin,daniellep_md
[3] daniellep_md,zhivenfongmd
[3] zhivenfongmd,brouwers_3d

Top Word Pairs in Tweet in G5:
[2] juliomayol,bjsurgery
[2] bjsurgery,journalofgisurg
[2] journalofgisurg,annalsofsurgery
[2] new,pub
[2] pub,systematic
[2] systematic,review
[2] review,endoluminal
[2] endoluminal,vacuum
[2] vacuum,assisted
[2] assisted,therapy

Top Word Pairs in Tweet in G6:
[8] urosome,some4surgery
[8] docandrewmurray,gmacscotland
[8] celestinogutirr,perbinder
[8] perbinder,hegelts
[8] hegelts,eivanbravoc
[8] eivanbravoc,rdonalisiomd
[7] good,read
[7] read,healthcare
[7] healthcare,workers
[7] workers,consider

Top Word Pairs in Tweet in G7:
[4] humbly,propose
[4] propose,game
[4] game,changing
[4] changing,article
[4] article,delighted
[4] delighted,authors
[4] authors,chose
[4] chose,bjsurgery
[4] bjsurgery,small
[4] small,part

Top Word Pairs in Tweet in G8:
[9] fantastic,article
[9] article,becoming
[9] becoming,best
[9] best,surgeon
[9] surgeon,some4surgery
[9] some4surgery,pce
[9] pce,brennansurgeon
[9] brennansurgeon,rcsnews
[9] rcsnews,amcollsurgeons

Top Word Pairs in Tweet in G9:
[3] some4surgery,surgeryrocks
[2] estos,nuestros
[2] nuestros,propósitos
[2] propósitos,2019
[2] 2019,aischannel
[2] aischannel,básicamente
[2] básicamente,seguir
[2] seguir,redefiniendo
[2] redefiniendo,manera
[2] manera,crea

Top Word Pairs in Tweet in G10:
[3] some4surgery,somedocs
[2] awesome,thread
[2] thread,great
[2] great,read
[2] read,some4surgery
[2] somedocs,womeninmedicine
[2] womeninmedicine,ilooklikeasurgeon
[2] ilooklikeasurgeon,teamwork

Top Replied-To
Top Replied-To in Entire Graph:
@juliomayol
@alaael_hussuna
@perbinder
@gmacscotland
@cyclingsurgeon
@powarg07
@gatesheadcolon
@xlevander
@dnepo
@gianlucapellino

Top Replied-To in G1:
@juliomayol
@alaael_hussuna
@perbinder
@gmacscotland
@gianlucapellino
@jcalverdy
@bathiyaratnaya1
@zahra_haj_issa
@profw_edinsurg

Top Replied-To in G2:
@juliomayol
@dnepo
@xlevander
@gatesheadcolon
@powarg07
@cyclingsurgeon
@jcalverdy
@alaael_hussuna

Top Replied-To in G3:
@juliomayol
@drterrysimpson

Top Replied-To in G4:
@otorhinosaurus
@drsancheza

Top Replied-To in G5:
@perbinder
@alaael_hussuna
@juliomayol
@profw_edinsurg
@powarg07

Top Replied-To in G6:
@cyclingsurgeon

Top Mentioned
Top Mentioned in Entire Graph:
@juliomayol
@swexner
@perbinder
@celestinogutirr
@alaael_hussuna
@gianlucapellino
@gae_gallo
@gmacscotland
@bjsurgery
@drsantiagoortiz

Top Mentioned in G1:
@juliomayol
@swexner
@alaael_hussuna
@gianlucapellino
@gae_gallo
@perbinder
@celestinogutirr
@gmacscotland
@drsantiagoortiz
@holubarstefan

Top Mentioned in G2:
@juliomayol
@draamaldonado
@bjsurgery
@perbinder
@ksoreide
@swexner
@me4_so
@neil_j_smart
@lauralorenzonmd
@stefanie_hild

Top Mentioned in G3:
@khiajosina
@juliomayol
@antoniobarrasa
@a160186
@alaael_hussuna
@dr_a_sturiale
@researchactive
@balibreajose
@shirley106chan
@caycedomarula

Top Mentioned in G4:
@juliomayol
@graffeo
@iahncajigas
@alexalamri
@jordanfreymd
@nickberlin_md
@nimakhavanin
@daniellep_md
@zhivenfongmd
@brouwers_3d

Top Mentioned in G5:
@juliomayol
@annalsofsurgery
@mostafashalaby
@hossamelfeki
@swexner
@bjsopen
@bjsurgery
@journalofgisurg
@worldjsurg
@piersileri

Top Mentioned in G6:
@docandrewmurray
@gmacscotland
@celestinogutirr
@perbinder
@hegelts
@eivanbravoc
@rdonalisiomd
@cyclingsurgeon
@juliomayol
@jteoh_hk

Top Mentioned in G7:
@bjsurgery
@crs_trials

Top Mentioned in G8:
@brennansurgeon
@rcsnews
@amcollsurgeons
@draamaldonado

Top Mentioned in G9:
@aischannel
@antoniodelacy
@menchaca
@hugodelacy
@ludwigdrumshq
@zildjiancompany
@bjsurgery

Top Tweeters
Top Tweeters in Entire Graph:
@carsua6
@drumeshprabhu
@coull26
@snezanajevticbg
@juliomayol
@tomvarghesejr
@sminaev2015
@jbbc
@celestinogutirr
@vhmsirena

Top Tweeters in G1:
@drumeshprabhu
@snezanajevticbg
@tomvarghesejr
@sminaev2015
@celestinogutirr
@vhmsirena
@swexner
@neilflochmd
@smacmillanmd
@zgjr

Top Tweeters in G2:
@juliomayol
@jbbc
@efonsecabcr
@zahertoumi
@seriousgames123
@ymasannat
@nejm
@_j3lena_
@viktormed
@droliverwarren

Top Tweeters in G3:
@coull26
@fgomollon
@khiajosina
@logghemd
@drterrysimpson
@almagoch
@mariogonzlez
@a160186
@vblush
@sofiacrcr

Top Tweeters in G4:
@natalieblencowe
@graffeo
@drtortolero
@lauramdn
@jordanfreymd
@zimnl
@elenaarmas
@daniellep_md
@nickberlin_md
@oncohoegl

Top Tweeters in G5:
@verrandeborah
@globalsurg
@yorklawlondon
@sinbad502004
@annalsofsurgery
@antoninospin
@scottrsteelemd
@worldjsurg
@drzoewinters
@youescp

Top Tweeters in G6:
@carsua6
@cyclingsurgeon
@amerurological
@elneilsuzy
@jurology
@docandrewmurray
@hilarybaker8
@jasem1401
@fandellaandrea
@lynneinnes1

Top Tweeters in G7:
@4_0vicryl
@bjsurgery
@researchactive
@crs_trials
@m_pera_roman
@des_winter
@colorectaltweet
@ggarulli
@drjerrytsang
@jmcarvas

Top Tweeters in G8:
@amcollsurgeons
@rcsnews
@alerod_11
@drjamesglasbey
@brennansurgeon
@alex_vesey
@lambalastair
@westofscotland1
@sarkwatt
@leorbrown

Top Tweeters in G9:
@balibreajose
@antoniodelacy
@aischannel
@menchaca
@ludwigdrumshq
@zildjiancompany
@victorturrado
@hugodelacy

Top Tweeters in G10:
@dissanaikemd
@llsquared79


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