#some4surgery until:2019-01-29, Twitter, 2/5/2019 10:26:32 AM, 185362


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#some4surgery until:2019-01-29 Twitter NodeXL SNA Map and Report for Tuesday, 05 February 2019 at 10
#some4surgery until:2019-01-29 Twitter NodeXL SNA Map and Report for Tuesday, 05 February 2019 at 10
From:
scotpublichealth
Uploaded on:
February 05, 2019
Short Description:
#some4surgery until:2019-01-29 via NodeXL http://bit.ly/2ScejoY
@juliomayol
@perbinder
@me4_so
@rncsantander
@vimalgokani
@drumeshprabhu
@sesanco
@balibreajose
@sotrainees
@aecirujanos

Top hashtags:
#some4surgery
#colorectalsurgery
#surgicalresearch

Description:
Description
The graph represents a network of 357 Twitter users whose recent tweets contained "#some4surgery until:2019-01-29", 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, 05 February 2019 at 10:24 UTC.

The tweets in the network were tweeted over the 2-day, 8-hour, 18-minute period from Saturday, 26 January 2019 at 13:56 UTC to Monday, 28 January 2019 at 22:14 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 : 357
Unique Edges : 1486
Edges With Duplicates : 895
Total Edges : 2381
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0.0811470408785845
Reciprocated Edge Ratio : 0.150112866817156
Connected Components : 9
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 335
Maximum Edges in a Connected Component : 2349
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.729744
Graph Density : 0.013942655713971
Modularity : 0.407906
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[32] https://www.eventbrite.es/e/some4surgery-summit-tickets-55302891437
[5] https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.0010013
[4] https://twitter.com/caycedomarula/status/1089167806510321665
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.journalofsurgicalresearch.com%2Farticle%2FS0022-4804%2808%2900233-3%2Ffulltext&rc=0
[3] https://twitter.com/perbinder/status/1089576242083479553
[3] https://twitter.com/juliomayol/status/1089086019490713601
[3] https://twitter.com/Dr_A_Sturiale/status/1089117742580539392
[3] https://twitter.com/ColorectalDis/status/1042306402465849344
[2] https://www.minervamedica.it/en/journals/minerva-anestesiologica/article.php?cod=R02Y2018N05A0615
[2] https://twitter.com/caycedomarula/status/1089207937183203329

Top URLs in Tweet in G1:
[11] https://www.eventbrite.es/e/some4surgery-summit-tickets-55302891437
[3] https://twitter.com/ColorectalDis/status/1042306402465849344
[3] https://twitter.com/caycedomarula/status/1089167806510321665
[3] https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.0010013
[2] https://twitter.com/caycedomarula/status/1089207937183203329
[2] https://twitter.com/NatalieBlencowe/status/1089206747749863424
[2] https://www.minervamedica.it/en/journals/minerva-anestesiologica/article.php?cod=R02Y2018N05A0615
[2] https://twitter.com/sicsmembers/status/1088384291082518534
[1] https://twitter.com/Dr_A_Sturiale/status/1089117742580539392
[1] https://twitter.com/Abe_laparoscopy/status/1088463841728569344

Top URLs in Tweet in G2:
[20] https://www.eventbrite.es/e/some4surgery-summit-tickets-55302891437
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.journalofsurgicalresearch.com%2Farticle%2FS0022-4804%2808%2900233-3%2Ffulltext&rc=0
[3] https://twitter.com/perbinder/status/1089576242083479553
[2] https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.0010013
[2] https://twitter.com/juliomayol/status/1089086019490713601
[1] https://twitter.com/CMichaelGibson/status/1089940557919592453
[1] https://twitter.com/StcuaeC/status/1089913498744881152
[1] https://twitter.com/DbsDiff/status/1089286034423111680
[1] https://twitter.com/juliomayol/status/1089235574442115073
[1] https://twitter.com/juliomayol/status/1089564672062304258

Top URLs in Tweet in G3:
[1] https://onlinelibrary.wiley.com/doi/10.1002/bjs.11091?cookieSet=1

Top URLs in Tweet in G5:
[1] https://link.springer.com/article/10.1007/s12262-018-1788-2
[1] https://twitter.com/PaulDavidsonPhD/status/1089254046991638528

Top URLs in Tweet in G6:
[1] https://www.eventbrite.es/e/some4surgery-summit-tickets-55302891437
[1] https://twitter.com/Dr_A_Sturiale/status/1089117742580539392
[1] https://www.eventbrite.es/e/some4surgery-summit-tickets-55302891437?aff=estw

Top URLs in Tweet in G7:
[1] https://twitter.com/praveena__d/status/1089413942496116738

Top URLs in Tweet in G8:
[1] https://twitter.com/ASCD/status/1089671900991815680

Top URLs in Tweet in G9:
[1] https://twitter.com/RadiologiaClub/status/1089149704074678272
[1] https://twitter.com/unitomia/status/1075834676344958976

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[258] some4surgery
[33] colorectalsurgery
[31] surgicalresearch
[23] surgicalknowledge
[16] mejor
[15] some4precision
[14] some4trainees
[14] some4surgicalai
[13] roboticsurgery
[11] surgery



Top Hashtags in Tweet in G1:
[96] some4surgery
[17] colorectalsurgery
[16] mejor
[13] some4trainees
[10] surgicalresearch
[8] some4precision
[7] some4surgicalai
[6] roboticsurgery
[5] surgicalknowledge
[4] seiqjoven

Top Hashtags in Tweet in G2:
[119] some4surgery
[19] surgicalresearch
[18] surgicalknowledge
[11] colorectalsurgery
[7] some4precision
[7] roboticsurgery
[7] some4surgicalai
[3] academicsurgeons
[3] colorectalresearch
[3] some4prehab

Top Hashtags in Tweet in G3:
[5] some4surgery
[1] surgicalresearch
[1] openaccess
[1] openscience
[1] visualabstract
[1] publish
[1] parish
[1] research
[1] breastcancer
[1] breastsurgery

Top Hashtags in Tweet in G4:
[1] somoshendolat
[1] some4surgery

Top Hashtags in Tweet in G5:
[9] some4surgery
[4] colorectalsurgery
[4] threemusketeers
[1] colorectalresearch
[1] some
[1] breastcancerawareness
[1] breastcancer
[1] some4bariatrics

Top Hashtags in Tweet in G6:
[11] some4surgery
[4] together
[3] leadership
[2] succeed
[1] womenleaders
[1] womenempowerment
[1] humanright
[1] patientsafety
[1] leaders
[1] patients

Top Hashtags in Tweet in G7:
[3] some4surgery
[2] bullying
[2] bully
[2] celebrate
[2] difference
[2] foster
[2] respect
[1] familyfirst
[1] harrypotter
[1] together

Top Hashtags in Tweet in G8:
[1] coach
[1] coaching
[1] mentor
[1] some4surgery

Top Hashtags in Tweet in G9:
[6] surgery
[4] some4surgery
[2] augmentedreality
[2] colorectalcancer
[1] patientsafety
[1] optimalreduction

Top Hashtags in Tweet in G10:
[2] some4surgery
[1] colorectalsurgery
[1] surgicalresearch

Top Words
Top Words in Tweet in Entire Graph:
[311] Words in Sentiment List#1: Positive
[94] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[10581] Non-categorized Words
[10986] Total Words
[423] some4surgery
[125] summit
[116] juliomayol
[70] cirugía
[58] colorectalsurgery

Top Words in Tweet in G1:
[174] some4surgery
[56] summit
[50] cirugía
[32] mejor
[30] juliomayol
[24] twitter
[24] colorectalsurgery
[24] rncsantander
[24] aecirujanos
[22] pacientes

Top Words in Tweet in G2:
[161] some4surgery
[61] summit
[47] juliomayol
[43] perbinder
[33] join
[32] draamaldonado
[32] deliacortesguir
[32] drsantiagoortiz
[31] surgeons
[31] surgicalresearch

Top Words in Tweet in G3:
[19] quality
[18] bjsurgery
[18] some4surgery
[16] juliomayol
[16] annalsofsurgery
[16] jamasurgery
[16] surgjournal
[16] jamcollsurg
[16] journalofgisurg
[16] colorectaldis

Top Words in Tweet in G4:
[2] ahmedkayssi
[2] monteromiguel

Top Words in Tweet in G5:
[16] some4surgery
[13] juliomayol
[12] anal
[12] fistula
[12] swexner
[10] manishchandsurg
[9] clinically
[6] laptme
[6] pts
[6] complete

Top Words in Tweet in G6:
[14] some4surgery
[8] juliomayol
[6] together
[6] world
[6] brennansurgeon
[4] help
[4] perbinder
[4] everyone
[4] swexner
[4] leadership

Top Words in Tweet in G7:
[10] mrpkalu
[10] 1
[10] together
[9] some4surgery
[5] dheansa_plastic
[5] bjemec
[5] ryan_l_k
[5] jcrwormald
[5] plasticomar
[5] dominicfurniss

Top Words in Tweet in G8:
[4] coach
[2] true
[2] connection
[2] relationships
[2] vital
[2] success
[2] culture
[2] change
[2] needed
[2] bad

Top Words in Tweet in G9:
[8] some4surgery
[6] future
[6] surgery
[6] 3d
[6] unitomia
[6] jftrebolle
[6] medicoszaragoza
[4] secondo
[4] stage
[4] today

Top Words in Tweet in G10:
[8] nuestro
[8] vídeo
[6] some4surgery
[4] dra
[4] sandra
[4] lario
[4] recoge
[4] 2º
[4] premio
[4] mejor

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[124] some4surgery,summit
[32] june,29th
[28] colorectalsurgery,some4surgery
[26] madrid,june
[25] annalsofsurgery,bjsurgery
[25] bjsurgery,jamasurgery
[25] jamasurgery,surgjournal
[25] surgjournal,jamcollsurg
[25] jamcollsurg,journalofgisurg
[25] journalofgisurg,colorectaldis

Top Word Pairs in Tweet in G1:
[56] some4surgery,summit
[18] 29,enero
[18] enero,cumplen
[18] cumplen,justo
[18] justo,10
[18] 10,años
[18] años,desde
[18] desde,qeu
[18] qeu,calippop
[18] calippop,atrevió

Top Word Pairs in Tweet in G2:
[61] some4surgery,summit
[22] june,29th
[20] madrid,june
[18] summit,registration
[18] registration,open
[18] open,join
[18] join,connect
[18] connect,disseminate
[18] disseminate,surgicalknowledge
[18] surgicalknowledge,drsantiagoortiz

Top Word Pairs in Tweet in G3:
[16] annalsofsurgery,bjsurgery
[16] bjsurgery,jamasurgery
[16] jamasurgery,surgjournal
[16] surgjournal,jamcollsurg
[16] jamcollsurg,journalofgisurg
[16] journalofgisurg,colorectaldis
[16] colorectaldis,surgendosc
[16] surgendosc,annsurgoncol
[16] annsurgoncol,transplantjrnl
[16] transplantjrnl,annalsthorsurg

Top Word Pairs in Tweet in G5:
[12] anal,fistula
[7] swexner,juliomayol
[6] laptme,pts
[6] garg,classification
[6] classification,anal
[6] fistula,useful
[6] useful,clinically
[6] clinically,oriented
[6] oriented,tool
[6] tool,help

Top Word Pairs in Tweet in G6:
[4] some4surgery,juliomayol
[4] juliomayol,perbinder
[3] cmfundisi,clairekarekezi
[3] clairekarekezi,drkatrin_rabiei
[3] drkatrin_rabiei,womeninmedchat
[3] womeninmedchat,500wim
[3] 500wim,womensurgeons
[3] womensurgeons,hcwomenleaders
[3] hcwomenleaders,nhswomen
[3] nhswomen,come

Top Word Pairs in Tweet in G7:
[5] dheansa_plastic,bjemec
[5] bjemec,mrpkalu
[5] mrpkalu,ryan_l_k
[5] ryan_l_k,jcrwormald
[5] jcrwormald,plasticomar
[5] plasticomar,dominicfurniss
[5] dominicfurniss,docj88
[5] docj88,dradrogers
[5] dradrogers,ok
[5] ok,1

Top Word Pairs in Tweet in G8:
[2] true,connection
[2] connection,relationships
[2] relationships,vital
[2] vital,success
[2] success,culture
[2] culture,change
[2] change,needed
[2] needed,bad
[2] bad,teacher
[2] teacher,need

Top Word Pairs in Tweet in G9:
[6] future,surgery
[6] unitomia,jftrebolle
[4] secondo,stage
[4] stage,today
[4] today,current
[4] current,future
[4] surgery,first
[4] first,scanning
[4] scanning,3d
[4] 3d,printing

Top Word Pairs in Tweet in G10:
[4] dra,sandra
[4] sandra,lario
[4] lario,recoge
[4] recoge,nuestro
[4] nuestro,2º
[4] 2º,premio
[4] premio,mejor
[4] mejor,vídeo
[4] vídeo,sociedad
[4] sociedad,valenciana

Top Replied-To
Top Replied-To in Entire Graph:
@juliomayol
@paresdavid
@m_pera_roman
@dheansa_plastic
@cmfundisi
@swexner
@brennansurgeon
@gabrielcirugia
@perbinder
@fezaremzimd

Top Replied-To in G1:
@juliomayol
@m_pera_roman
@draamaldonado
@paresdavid
@perbinder
@gabrielcirugia
@brennansurgeon
@nhilsi
@vilavaite
@timileh1n

Top Replied-To in G2:
@juliomayol
@gabrielcirugia
@swexner
@m_pera_roman
@fezaremzimd
@gmacscotland
@yfaacs
@timileh1n
@trepanierjs
@perbinder

Top Replied-To in G3:
@paresdavid
@juliomayol

Top Replied-To in G4:
@dgarmstrong

Top Replied-To in G5:
@johnscalpel
@swexner

Top Replied-To in G6:
@juliomayol
@cmfundisi
@brennansurgeon
@swexner
@jtg_baoms

Top Replied-To in G7:
@dheansa_plastic

Top Mentioned
Top Mentioned in Entire Graph:
@juliomayol
@perbinder
@me4_so
@swexner
@drsantiagoortiz
@draamaldonado
@deliacortesguir
@saezcirugia
@saezcarlin
@bjsurgery

Top Mentioned in G1:
@rncsantander
@aecirujanos
@juliomayol
@calippop
@diariomedico
@me4_so
@atul_gawande
@sotrainees
@ksoreide

Top Mentioned in G2:
@perbinder
@juliomayol
@draamaldonado
@deliacortesguir
@drsantiagoortiz
@me4_so
@saezcirugia
@saezcarlin
@swexner
@ksoreide

Top Mentioned in G3:
@bjsurgery
@annalsofsurgery
@jamasurgery
@surgjournal
@jamcollsurg
@journalofgisurg
@colorectaldis
@surgendosc
@annsurgoncol
@transplantjrnl

Top Mentioned in G4:
@ahmedkayssi
@vascularmd
@venubham
@martinfox2000
@robhinchliffe1
@vsgbi
@vappg
@vasculartweets
@iwgdf
@diabetesuk

Top Mentioned in G5:
@juliomayol
@swexner
@manishchandsurg
@zimnl
@hossamelfeki
@nhilsi
@neil_j_smart
@scottrsteelemd
@conordelaneymd
@emregorgunmd

Top Mentioned in G6:
@juliomayol
@perbinder
@brennansurgeon
@clairekarekezi
@drkatrin_rabiei
@womeninmedchat
@500wim
@womensurgeons
@hcwomenleaders
@nhswomen

Top Mentioned in G7:
@bjemec
@mrpkalu
@ryan_l_k
@jcrwormald
@plasticomar
@dominicfurniss
@docj88
@jk_rowling
@icplasticsurg

Top Mentioned in G8:
@hcesc_literacy
@tonyrobbins
@gtdguy
@shawnachor
@brainology
@harvardmacy

Top Mentioned in G9:
@unitomia
@jftrebolle
@medicoszaragoza
@a_rodrgz_b

Top Mentioned in G10:
@gvasaludelche
@coloproctoelche
@jovenesicomv

Top Tweeters
Top Tweeters in Entire Graph:
@mashable
@drumeshprabhu
@thescotsman
@juliomayol
@bmolotov
@eduardgtoledano
@sminaev2015
@atipak
@celestinogutirr
@vilavaite

Top Tweeters in G1:
@mashable
@juliomayol
@bmolotov
@eduardgtoledano
@sminaev2015
@atipak
@vilavaite
@timileh1n
@elopezur
@diariomedico

Top Tweeters in G2:
@thescotsman
@isanidad
@swexner
@zgjr
@gmacscotland
@amcollsurgeons
@perbinder
@aagbi
@a160186
@jbmatthews

Top Tweeters in G3:
@ymasannat
@nature
@bjsurgery
@jamasurgery
@dnepo
@annalsofsurgery
@drjamesglasbey
@jamcollsurg
@transplantjrnl
@dcrjournal

Top Tweeters in G4:
@diabetesuk
@dgarmstrong
@jmills1955
@bnssg_ccg
@uoftvascular
@antoniomunoa
@diabeticfoot1
@vsgbi
@ahmedkayssi
@martinfox2000

Top Tweeters in G5:
@manishchandsurg
@neil_j_smart
@antoniodelacy
@nhilsi
@alifatima7ali
@conordelaneymd
@zimnl
@dr_samehhany81
@rogier_crolla
@colorectal_jay

Top Tweeters in G6:
@drumeshprabhu
@celestinogutirr
@eventbrite
@womensurgeons
@trentconsultant
@cosmakin
@hassin_joan
@askjeeveswij
@cmfundisi
@drphilbanfield

Top Tweeters in G7:
@yourmrbumbles
@bjemec
@jk_rowling
@rcpsglasgow
@vimalgokani
@dheansa_plastic
@mrpkalu
@ryan_l_k
@dominicfurniss
@docj88

Top Tweeters in G8:
@harvardmacy
@tonyrobbins
@shawnachor
@gtdguy
@brainology
@hcesc_literacy
@k_dickinsonmd

Top Tweeters in G9:
@medicoszaragoza
@radiologiaclub
@nestorherraiz
@a_rodrgz_b
@javiercampillom
@jftrebolle
@unitomia

Top Tweeters in G10:
@gianlucapellino
@coloproctoaec
@gvasaludelche
@luissanchezglln
@jovenesicomv
@coloproctoelche


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