#SoMe4Surgery, Twitter, 2/3/2020 10:38:09 AM, 220505


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#SoMe4Surgery Twitter NodeXL SNA Map and Report for Monday, 03 February 2020 at 10:18 UTC
#SoMe4Surgery Twitter NodeXL SNA Map and Report for Monday, 03 February 2020 at 10:18 UTC
From:
scotpublichealth
Uploaded on:
February 03, 2020
Short Description:
#SoMe4Surgery via NodeXL http://bit.ly/36W1hyy
@juliomayol
@cirbosque
@swexner
@aischannel
@me4_so
@aecirujanos
@gianlucapellino
@misirg1
@bjsurgery
@eurohernias

Top hashtags:
#some4surgery
#some4iqlatam
#medtwitter
#some4trauma
#colorectalsurgery
#opensourceresearch

Description:
Description
The graph represents a network of 1,767 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 Monday, 03 February 2020 at 10:21 UTC and adds to the map shared previously at http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220316

Combined, the tweets in the network were tweeted over a period of almost 15 days from Sunday, 19 January 2020 at 10:13 UTC to Monday, 27 January 2020 at 11:00 UTC to Monday, 03 February 2020 at 08:01 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 : 1767
Unique Edges : 7352
Edges With Duplicates : 12037
Total Edges : 19389
Self-Loops : 378
Reciprocated Vertex Pair Ratio : 0.0473470284521586
Reciprocated Edge Ratio : 0.0904132578141389
Connected Components : 36
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 1671
Maximum Edges in a Connected Component : 19251
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.239624
Graph Density : 0.00305525806259337
Modularity : 0.31478
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 965 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 Monday, 03 February 2020 at 10:21 UTC.

The tweets in the network were tweeted over the 7-day, 13-hour, 38-minute period from Sunday, 26 January 2020 at 18:23 UTC to Monday, 03 February 2020 at 08:01 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #SoMe4Surgery
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[25] https://aischannel.com/society/review-of-strictureplasty-techniques-in-crohn-disease/
[22] https://www.ncbi.nlm.nih.gov/pubmed/?term=31797357
[19] https://icenicentre.org/courses/controversies-in-rectal-cancer-series/online-broadcast-1-2019/
[17] https://onlinelibrary.wiley.com/page/journal/14631318/homepage/editorialboard.html
[11] https://www.frontiersin.org/articles/10.3389/fsurg.2019.00079/full
[11] https://bjssjournals.onlinelibrary.wiley.com/doi/10.1002/bjs.11313?cookieSet=1
[10] https://aischannel.com/society/5-things-you-should-know-about-mi-pancreatic-surgery/
[10] https://bjssjournals.onlinelibrary.wiley.com/doi/10.1002/bjs.11532?cookieSet=1
[10] https://bjssjournals.onlinelibrary.wiley.com/doi/10.1002/bjs.11490?cookieSet=1
[9] https://www.europeanherniasociety.eu/ehs-newsletters/ehsnewsletter-8

Top URLs in Tweet in G1:
[6] https://www.frontiersin.org/articles/10.3389/fsurg.2019.00079/full
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https://www.journalacs.org/article/S1072-7515(20)30069-7/fulltext&rc=0
[3] https://www.europeanherniasociety.eu/ehs-newsletters/ehsnewsletter-8
[3] https://aischannel.com/society/review-of-strictureplasty-techniques-in-crohn-disease/
[2] https://bjssjournals.onlinelibrary.wiley.com/doi/10.1002/bjs.11313?cookieSet=1
[2] https://twitter.com/dr_mohammadyami/status/1222920518078210051
[2] https://twitter.com/dissanaikemd/status/1223264569512136706
[2] https://twitter.com/paulaferveg/status/1223344444725964800
[2] https://twitter.com/paulaferveg/status/1223343220475809792
[2] https://twitter.com/paulaferveg/status/1223346400613797894

Top URLs in Tweet in G2:
[16] https://aischannel.com/society/review-of-strictureplasty-techniques-in-crohn-disease/
[10] https://www.ncbi.nlm.nih.gov/pubmed/?term=31797357
[9] https://aischannel.com/society/5-things-you-should-know-about-mi-pancreatic-surgery/
[5] https://www.frontiersin.org/articles/10.3389/fsurg.2019.00079/full
[5] https://aischannel.com/rezum-treatment-for-bph-elterman/
[5] https://aischannel.com/society/hiatal-hernia-repair-chapter-v-treatment-of-recurrent-hiatal-hernia/
[4] http://aqxdemy.com/preguntas-y-respuestas-de-cirugia-general-en-el-examen-mir-2020/
[4] https://bjssjournals.onlinelibrary.wiley.com/doi/10.1002/bjs.11490?cookieSet=1
[3] https://aischannel.com/
[2] https://bjssjournals.onlinelibrary.wiley.com/doi/full/10.1002/bjs.11494?cookieSet=1

Top URLs in Tweet in G3:
[14] https://onlinelibrary.wiley.com/page/journal/14631318/homepage/editorialboard.html
[11] https://www.ncbi.nlm.nih.gov/pubmed/?term=31797357
[8] https://bjssjournals.onlinelibrary.wiley.com/doi/10.1002/bjs.11532?cookieSet=1
[7] https://www.eventbrite.co.uk/e/ibd-newcastle-2020-tickets-70746216839
[7] https://bjssjournals.onlinelibrary.wiley.com/doi/10.1002/bjs.11313?cookieSet=1
[6] https://aischannel.com/society/review-of-strictureplasty-techniques-in-crohn-disease/
[3] https://bjssjournals.onlinelibrary.wiley.com/doi/10.1002/bjs.11462?cookieSet=1
[2] https://drive.google.com/file/d/1skdr2sMbEVtatJ4SbWClxUJZR521PJ9D/view?usp=sharing
[2] https://www.ncbi.nlm.nih.gov/pubmed/8759664
[2] http://mascararegistry.com/

Top URLs in Tweet in G4:
[2] https://www.journalacs.org/article/S1072-7515(19)32121-0/abstract
[2] https://journals.lww.com/dcrjournal/Abstract/2020/01000/Complicated_Diverticulitis.5.aspx
[1] https://www.journalacs.org/article/S1072-7515(19)32182-9/abstract
[1] https://www.journalacs.org/article/S1072-7515(19)32171-4/abstract
[1] https://www.journalacs.org/article/S1072-7515(19)32170-2/abstract
[1] https://www.journalacs.org/article/S1072-7515(19)32217-3/abstract
[1] https://youtu.be/YytlrYggVpM
[1] https://www.journalacs.org/article/S1072-7515(19)32143-X/abstract
[1] https://www.facs.org/member-services/ras/webinars/online-reputation
[1] https://twitter.com/SeanLangenfeld/status/1216850791912235010

Top URLs in Tweet in G5:
[1] https://aischannel.com/rezum-treatment-for-bph-elterman/

Top URLs in Tweet in G6:
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https://www.journalacs.org/article/S1072-7515(20)30069-7/fulltext&rc=0
[5] https://www.europeanherniasociety.eu/ehs-newsletters/ehsnewsletter-8
[4] https://ehs2020barcelona.com/
[4] https://link.springer.com/article/10.1007/s10029-019-01919-7
[4] https://www.generalsurgerynews.com/In-the-News/Article/01-20/Primary-Fascial-Closure-With-Lap-Hernia-Repair-Supported-by-Study/57013?sub=3C36E16C3C7E1A5D4B2B3E04E513EA1468AC3DEF494AF252E041806169F12D&enl=true&dgid=X3612503&utm_source=enl&utm_content=2&utm_campaign=20200121&utm_medium=button
[4] https://link.springer.com/article/10.1007/s10029-020-02123-8
[3] https://link.springer.com/article/10.1007/s11695-020-04400-y
[3] https://bjssjournals.onlinelibrary.wiley.com/doi/10.1002/bjs.11490?cookieSet=1
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https://www.surgjournal.com/article/S0039-6060(19)30678-6/fulltext%3Frss%3Dyes&rc=0
[2] https://arficosurgical.com/

Top URLs in Tweet in G7:
[2] https://www.medigraphic.com/cgi-bin/new/resumen.cgi?IDARTICULO=30939
[1] https://linkinghub.elsevier.com/retrieve/pii/S0016508520301086
[1] https://bjssjournals.onlinelibrary.wiley.com/doi/10.1002/bjs.11440?cookieSet=1
[1] https://www.medigraphic.com/pdfs/cirgen/cg-2016/cg161c.pdf
[1] https://www.journalacs.org/article/S1072-7515(19)32121-0/abstract
[1] https://link.springer.com/article/10.1007/s00464-020-07375-0#citeas
[1] https://twitter.com/annalsofsurgery/status/1219235890968457216

Top URLs in Tweet in G8:
[1] https://twitter.com/NEJM/status/1223689977386688512
[1] https://ijgc.bmj.com/content/early/2019/12/20/ijgc-2019-000838
[1] https://twitter.com/bmj_latest/status/1220994874377416704
[1] https://www.nejm.org/doi/full/10.1056/NEJMp1909360?cookieSet=1

Top URLs in Tweet in G9:
[1] https://www.innovations.amsterdam/
[1] https://twitter.com/rambodoc/status/1220618877316395008

Top URLs in Tweet in G10:
[1] https://twitter.com/jesola1/status/1223765604227784707

Top Domains
Top Domains in Tweet in Entire Graph:
[232] twitter.com
[84] wiley.com
[52] aischannel.com
[38] springer.com
[30] nih.gov
[21] icenicentre.org
[15] elsevierhealth.com
[15] youtube.com
[12] frontiersin.org
[11] google.com

Top Domains in Tweet in G1:
[71] twitter.com
[12] wiley.com
[8] springer.com
[7] frontiersin.org
[5] elsevierhealth.com
[4] aischannel.com
[3] nih.gov
[3] youtube.com
[3] europeanherniasociety.eu
[2] juliomayol.com

Top Domains in Tweet in G2:
[86] twitter.com
[41] aischannel.com
[20] wiley.com
[10] nih.gov
[7] springer.com
[5] frontiersin.org
[5] aqxdemy.com
[3] youtube.com
[2] libreriamedica.com
[2] stgmu.ru

Top Domains in Tweet in G3:
[44] wiley.com
[21] twitter.com
[14] nih.gov
[10] springer.com
[10] co.uk
[6] aischannel.com
[4] lww.com
[4] youtube.com
[4] sciencedirect.com
[3] google.com

Top Domains in Tweet in G4:
[7] journalacs.org
[4] twitter.com
[2] lww.com
[1] youtu.be
[1] facs.org
[1] github.io
[1] youtube.com
[1] nih.gov

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

Top Domains in Tweet in G6:
[12] springer.com
[11] twitter.com
[7] elsevierhealth.com
[6] wiley.com
[5] europeanherniasociety.eu
[4] ehs2020barcelona.com
[4] generalsurgerynews.com
[2] arficosurgical.com
[1] ac.uk
[1] awrconference.com

Top Domains in Tweet in G7:
[3] medigraphic.com
[1] elsevier.com
[1] wiley.com
[1] journalacs.org
[1] springer.com
[1] twitter.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] bmj.com
[1] nejm.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2163] some4surgery
[789] some4iqlatam
[443] medtwitter
[411] some4trauma
[187] colorectalsurgery
[169] opensourceresearch
[167] mattoxmonday
[101] herniasurgery
[72] sibdq
[59] some4hernia



Top Hashtags in Tweet in G1:
[1078] some4surgery
[682] some4iqlatam
[407] medtwitter
[195] some4trauma
[68] mattoxmonday
[38] colorectalsurgery
[24] opensourceresearch
[18] ercp
[17] herniasurgery
[8] colorectalcancer

Top Hashtags in Tweet in G2:
[529] some4surgery
[208] some4trauma
[95] mattoxmonday
[59] some4iqlatam
[39] some4pedsurg
[33] some4
[29] globalsurgery
[26] some4hpb
[23] opensourceresearch
[23] bariatricsurgery

Top Hashtags in Tweet in G3:
[243] some4surgery
[122] opensourceresearch
[115] colorectalsurgery
[62] sibdq
[47] ibd
[36] colorectaldischat
[31] osrweek2
[25] colorectalresearch
[25] proms
[24] colorectalcancer

Top Hashtags in Tweet in G4:
[23] some4surgery
[12] absite
[7] ascrs20
[5] visualabstract
[5] surged
[5] meded
[3] onlinereputationmanagement
[3] hcsm
[3] some4iqlatam
[2] medtwitter

Top Hashtags in Tweet in G5:
[16] urosomeindia
[12] bph
[7] rezum
[4] treatbph
[4] urology
[1] usicon2020
[1] urosome
[1] some4surgery

Top Hashtags in Tweet in G6:
[64] herniasurgery
[57] some4surgery
[44] some4hernia
[20] herniafriends
[20] cirugía
[12] herniacourse
[11] 6k
[11] paredabdominal
[10] herniamerida
[9] herniaevent

Top Hashtags in Tweet in G7:
[46] some4surgery
[29] patientsafety
[28] some4iqlatam
[19] me4education
[16] soyamcg
[3] laparoscopic
[3] pancreatectomy
[3] neuroendocrinetumor
[1] colelap
[1] criticalviewofsafety

Top Hashtags in Tweet in G8:
[10] some4surgery
[6] some4gynonc
[2] frailtymatters
[2] eras
[2] bmjeducation
[2] tweetorial
[2] medtwitter
[1] gynme4
[1] igcs
[1] gyncsm

Top Hashtags in Tweet in G9:
[11] some4surgery
[6] innovations
[6] tatme
[5] colorectalsurgery
[4] aicrs2020
[4] saturdaynitelive
[2] colorectalcancer
[2] colorectalresearch
[2] colorectaldischat
[2] some

Top Hashtags in Tweet in G10:
[9] some4surgery
[4] some4pedsurg
[1] lies
[1] fakenews
[1] vaccineswork
[1] coronovirusoutbreak
[1] surgery
[1] aorn
[1] evidencelessmedicine
[1] mylane

Top Words
Top Words in Tweet in Entire Graph:
[2807] Words in Sentiment List#1: Positive
[1863] Words in Sentiment List#2: Negative
[176] Words in Sentiment List#3: Angry/Violent
[101135] Non-categorized Words
[105805] Total Words
[4129] #some4surgery
[1097] juliomayol
[1064] #some4iqlatam
[833] swexner
[757] kmattox1

Top Words in Tweet in G1:
[1566] #some4surgery
[879] #some4iqlatam
[790] juliomayol
[712] swexner
[624] kmattox1
[614] pferrada1
[614] salo75
[491] misirg1
[487] #medtwitter
[450] kari_jerge

Top Words in Tweet in G2:
[1105] #some4surgery
[321] #some4trauma
[193] juliomayol
[153] me4_so
[151] aecirujanos
[131] surgery
[124] #mattoxmonday
[123] trauma
[122] kmattox1
[111] cirugía

Top Words in Tweet in G3:
[796] #some4surgery
[322] #colorectalsurgery
[172] #opensourceresearch
[159] #colorectalresearch
[145] escp_tweets
[115] neil_j_smart
[103] des_winter
[102] acpgbi
[98] patients
[96] #ibd

Top Words in Tweet in G4:
[99] #some4surgery
[35] #surged
[30] #meded
[28] new
[28] surgical
[21] #colorectalsurgery
[20] rasacs
[19] ascrs_1
[19] everyone
[19] #ascrs20

Top Words in Tweet in G5:
[32] event
[32] major
[31] #some4surgery
[30] #urology
[19] prokarurol
[16] step
[16] #urosomeindia
[16] first
[16] time
[16] urological

Top Words in Tweet in G6:
[124] #some4surgery
[109] #some4hernia
[76] #herniasurgery
[43] #cirugía
[33] #herniafriends
[27] #herniamerida
[26] #paredabdominal
[22] curso
[21] nos
[19] retransmisión

Top Words in Tweet in G7:
[71] #some4surgery
[50] #some4iqlatam
[47] #patientsafety
[38] #me4education
[35] #soyamcg
[20] usar
[17] paciente
[14] quirúrgico
[12] dr
[12] tromboprofilaxis

Top Words in Tweet in G8:
[20] #some4surgery
[11] argo_col
[11] #some4gynonc
[10] agz_eriksson
[6] pedroramirezmd
[6] gabriellevanram
[5] juliomayol
[5] miss
[5] read
[5] #medtwitter

Top Words in Tweet in G9:
[40] #some4surgery
[21] #colorectalsurgery
[20] icg
[17] rectal
[17] manishchandsurg
[13] surgery
[13] swexner
[11] cancer
[11] conordelaneymd
[10] lateral

Top Words in Tweet in G10:
[18] #some4surgery
[16] post
[16] dressings
[15] me4ped
[12] umjmhsurgery
[11] surgeon
[11] #some4pedsurg
[10] up
[8] recently
[8] saw

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[885] #some4surgery,#some4iqlatam
[593] juliomayol,swexner
[493] #some4iqlatam,#medtwitter
[458] swexner,salo75
[430] #medtwitter,juliomayol
[398] pferrada1,kmattox1
[382] salo75,jbmatthews
[378] misirg1,pferrada1
[376] gastrocirs,misirg1
[369] jbmatthews,jiseav

Top Word Pairs in Tweet in G1:
[772] #some4surgery,#some4iqlatam
[566] juliomayol,swexner
[471] #some4iqlatam,#medtwitter
[444] swexner,salo75
[412] #medtwitter,juliomayol
[386] pferrada1,kmattox1
[374] salo75,jbmatthews
[370] misirg1,pferrada1
[368] gastrocirs,misirg1
[361] jbmatthews,jiseav

Top Word Pairs in Tweet in G2:
[243] #some4trauma,#some4surgery
[93] #mattoxmonday,#some4trauma
[78] #some4surgery,me4_so
[74] top,knife
[59] #some4surgery,#some4trauma
[55] kmattox1,#mattoxmonday
[52] #some4surgery,#some4iqlatam
[47] rfarr15,jalonsaenz
[46] me4_so,juliomayol
[42] jalonsaenz,olga_blasco

Top Word Pairs in Tweet in G3:
[98] #colorectalsurgery,#some4surgery
[68] j_rosellon,monicamillan72
[64] #colorectalresearch,#some4surgery
[58] #colorectalsurgery,#colorectalresearch
[55] jjearnshaw,amylightnermd
[55] #some4surgery,escp_tweets
[47] #some4surgery,#some4ibd
[44] #opensourceresearch,#some4surgery
[43] #some4surgery,#colorectalsurgery
[42] video,abstract

Top Word Pairs in Tweet in G4:
[16] mass,violence
[16] violence,incidents
[16] incidents,present
[16] present,trauma
[16] trauma,centers
[16] centers,unique
[16] unique,surgical
[16] surgical,resource
[16] resource,challenges
[16] challenges,conventional

Top Word Pairs in Tweet in G5:
[27] #urology,#some4surgery
[16] major,step
[16] step,#urosomeindia
[16] #urosomeindia,first
[16] first,time
[16] time,major
[16] major,urological
[16] urological,event
[16] event,asia
[16] asia,exclusive

Top Word Pairs in Tweet in G6:
[99] #some4surgery,#some4hernia
[44] #herniasurgery,#some4surgery
[31] #herniasurgery,#herniafriends
[26] #cirugía,#paredabdominal
[25] #herniafriends,#some4surgery
[19] curso,#cirugía
[19] #some4hernia,#herniamerida
[18] torre,#6k
[18] #6k,vims_system
[17] reparación,#hernia

Top Word Pairs in Tweet in G7:
[33] #some4surgery,#some4iqlatam
[23] #some4iqlatam,#me4education
[21] #me4education,#patientsafety
[21] #patientsafety,#soyamcg
[19] #some4iqlatam,#some4surgery
[11] #patientsafety,#me4education
[10] dr,roberto
[10] paciente,quirúrgico
[10] #some4surgery,#soyamcg
[10] fuera,quirófano

Top Word Pairs in Tweet in G8:
[6] #some4gynonc,#some4surgery
[4] miss,chance
[4] chance,read
[4] read,latest
[4] latest,alessacolamd
[4] alessacolamd,nejm
[4] nejm,9
[4] 9,paragraphs
[4] paragraphs,go
[4] go,through

Top Word Pairs in Tweet in G9:
[11] rectal,cancer
[9] swexner,juliomayol
[7] icg,flourescence
[7] flourescence,angiography
[7] angiography,associated
[7] associated,significantly
[7] significantly,lower
[7] lower,rate
[7] rate,rectal
[7] cancer,surgery

Top Word Pairs in Tweet in G10:
[11] #some4surgery,#some4pedsurg
[8] recently,saw
[8] saw,post
[8] post,akronchildrens
[8] akronchildrens,surgeon
[8] surgeon,makes
[8] makes,intricate
[8] intricate,post
[8] post,op
[8] op,dressings

Top Replied-To
Top Replied-To in Entire Graph:
@kmattox1
@juliomayol
@techcoloproctol
@misirg1
@cirbosque
@ciropedraza
@bjsurgery
@me4trauma
@paezcanceladomd
@monicamillan72

Top Replied-To in G1:
@kmattox1
@misirg1
@cirbosque
@ciropedraza
@paezcanceladomd
@juliomayol
@ericorodriguez
@franferrara
@elhombrerojo8
@orlandorpn

Top Replied-To in G2:
@juliomayol
@kmattox1
@me4trauma
@paulaferveg
@monicamillan72
@stcuaec
@mtolet11
@researchactive
@drgezzer
@andresobesomd

Top Replied-To in G3:
@techcoloproctol
@bjsurgery
@colorectaldisc1
@nuthmeded
@ownyourcrohns
@ksoreide
@monicamillan72
@moss_md
@alaael_hussuna
@yorklawlondon

Top Replied-To in G4:
@juliomayol
@kipsds2010

Top Replied-To in G6:
@britishhernia

Top Replied-To in G8:
@christinauwins
@agz_eriksson

Top Replied-To in G10:
@dr_voll
@grepmeded

Top Mentioned
Top Mentioned in Entire Graph:
@juliomayol
@swexner
@kmattox1
@salo75
@pferrada1
@misirg1
@kari_jerge
@gastrocirs
@jbmatthews
@anhanssen

Top Mentioned in G1:
@juliomayol
@swexner
@pferrada1
@salo75
@kmattox1
@misirg1
@kari_jerge
@gastrocirs
@jbmatthews
@anhanssen

Top Mentioned in G2:
@juliomayol
@me4_so
@aecirujanos
@kmattox1
@bariatricsso
@bjsurgery
@aischannel
@me4trauma
@aecpared
@rfarr15

Top Mentioned in G3:
@escp_tweets
@des_winter
@acpgbi
@juliomayol
@monicamillan72
@j_rosellon
@neil_j_smart
@bjsurgery
@youescp
@dukes_club

Top Mentioned in G4:
@rasacs
@ascrs_1
@john_fildes
@dakuhls
@pmhtrauma_ale
@amcollsurgeons
@david_ukan
@medicinegovste
@annarobuccio
@eustina_k

Top Mentioned in G5:
@prokarurol
@usicon2020
@shomik_s
@loebstacy
@declangmurphy
@rahul79307822
@galahaduro
@drdeanelterman
@siu_urology
@aischannel

Top Mentioned in G6:
@vims_system
@jbellidoluque
@drgutch
@gensurgnews
@dkrpatamd
@mikerosenmd
@ajitaprabhumd
@ahsqc
@bjsurgery
@aecirujanos

Top Mentioned in G7:
@ihpba
@surgendosc
@annalsofsurgery
@sanraffaelemi
@myunisr
@joekiani
@hpbjournal
@hpb_so
@marcbesselink
@nicolemeredyth

Top Mentioned in G8:
@agz_eriksson
@argo_col
@pedroramirezmd
@gabriellevanram
@juliomayol
@alessacolamd
@nejm
@gynme4
@ijgconline
@gemmaowens1

Top Mentioned in G9:
@manishchandsurg
@swexner
@conordelaneymd
@juliomayol
@samatallahmd
@marksoliman
@isfgs
@gabrielamoslein
@dgjayneleeds
@roelhompes

Top Mentioned in G10:
@me4ped
@umjmhsurgery
@akronchildrens
@umiamimedicine
@nicklaus4kids
@baptisthealthsf
@me4trauma
@jpedsurg
@everytown
@caulfieldtim

Top Tweeters
Top Tweeters in Entire Graph:
@ynhallak
@nytimes
@drumeshprabhu
@caring_mobile
@nba
@drshahrul80
@justmemarie2
@juliomayol
@tomvarghesejr
@beautifulmumsie

Top Tweeters in G1:
@nytimes
@justmemarie2
@juliomayol
@nmetinyurt
@chile7171
@stefanoppk
@celestinogutirr
@lunarheritage
@hidalg0_0
@albert4o

Top Tweeters in G2:
@ynhallak
@caring_mobile
@nba
@sminaev2015
@agruspar
@stevecripe57
@miriamsaid
@adriana_godoy
@mersicra
@zgjr

Top Tweeters in G3:
@drumeshprabhu
@beautifulmumsie
@_open_science_
@duedevocacion
@mayoclinic
@fgomollon
@gmacscotland
@gonggasgirl
@vallhebron
@asco

Top Tweeters in G4:
@tomvarghesejr
@mededbot
@medicinegov
@rafavidalperez
@willcpowell
@graemebrettwil1
@aliraja_md
@medicinegovste
@nusratmedicine
@etsshow

Top Tweeters in G5:
@amerurological
@jontxum
@uroweb
@luisreyva
@zainaladwin
@rahul79307822
@drtortolero
@bsc_urology
@loebstacy
@urologeman

Top Tweeters in G6:
@tuncaysari
@gastrocirugiaim
@jdmmc1
@fernandowr10
@eurohernias
@britishhernia
@edwardljonesii
@gensurgnews
@michalisx
@amanthesurgeon

Top Tweeters in G7:
@brendagalez
@drsilvaplastica
@gustavofdz
@jordanjtorres
@ilescasivan
@amcgmx
@greyeshdz
@dariotriatomino
@fitsurgeon
@annalsofsurgery

Top Tweeters in G8:
@eveappeal
@nejm
@gyncsm
@wellbeingofwmen
@ijgconline
@profemmacrosbie
@leitaomd
@grace_women
@bhandoria
@andreasobermair

Top Tweeters in G9:
@medscape
@manishchandsurg
@farazkh65499316
@conordelaneymd
@joshuatylermd
@venky72
@marksoliman
@mediclinicme
@tatmesurgery
@roelhompes

Top Tweeters in G10:
@caulfieldtim
@kevinmd
@akronchildrens
@everytown
@dr_voll
@nicklaus4kids
@baptisthealthsf
@pedprac12
@grepmeded
@hayfarani