#some4surgery, Twitter, 1/13/2019 11:47:51 PM, 181823


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#some4surgery Twitter NodeXL SNA Map and Report for Sunday, 13 January 2019 at 23:40 UTC
#some4surgery Twitter NodeXL SNA Map and Report for Sunday, 13 January 2019 at 23:40 UTC
From:
scotpublichealth
Uploaded on:
January 13, 2019
Short Description:
#some4surgery via NodeXL http://bit.ly/2TOfsPV
@juliomayol
@swexner
@bjsurgery
@globalsurg
@profdemartines
@precisionso
@powarg07
@me4_so
@jteoh_hk
@holubarstefan

Top hashtags:
#some4surgery
#some4precision
#colorectalsurgery
#savethedate
#globalsurgery

Description:
Description
The graph represents a network of 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 Sunday, 13 January 2019 at 23:42 UTC.

The tweets in the network were tweeted over the 10 day period from Thursday, 03 January 2019 at around 18:27 UTC to Sunday, 13 January 2019 at 23:40 UTC. The extract combines the following periods:
http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181820
http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181819
http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181818

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 : 842
Unique Edges : 2653
Edges With Duplicates : 3681
Total Edges : 6334
Self-Loops : 210
Reciprocated Vertex Pair Ratio : 0.0962145110410095
Reciprocated Edge Ratio : 0.175539568345324
Connected Components : 12
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 816
Maximum Edges in a Connected Component : 6307
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.836778
Graph Density : 0.00490734647419512
Modularity : 0.293677
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[28] https://onlinelibrary.wiley.com/doi/full/10.1002/bjs.11028?cookieSet=1
[17] https://twitter.com/juliomayol/status/1082346939985920000
[15] https://www.bjs.co.uk/search-results/?text=type--podcast
[10] https://www.sciencedirect.com/journal/journal-of-surgical-education/vol/76/issue/1
[10] https://twitter.com/gmacscotland/status/1081327294617174016
[9] https://twitter.com/dr_samehhany81/status/1084048009137131520
[9] https://twitter.com/nresearchnews/status/1084098690820833280
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180661
[8] https://www.beckersasc.com/gastroenterology-and-endoscopy/crc-mortality-rates-expected-to-rise-by-2035-4-insights.html
[8] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ejso.com%2Farticle%2FS0748-7983%2817%2930418-3%2Ffulltext&rc=0

Top URLs in Tweet in G1:
[10] https://twitter.com/juliomayol/status/1082346939985920000
[7] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ejso.com%2Farticle%2FS0748-7983%2817%2930418-3%2Ffulltext&rc=0
[7] https://onlinelibrary.wiley.com/doi/full/10.1002/bjs.11028?cookieSet=1
[6] https://twitter.com/nresearchnews/status/1084098690820833280
[5] https://twitter.com/gmacscotland/status/1081327294617174016
[5] https://www.nejm.org/doi/full/10.1056/NEJMra1615014?cookieSet=1
[4] https://www.youtube.com/watch?v=h0e2HAPTGF4

[3] https://twitter.com/AlaaEl_Hussuna/status/1081219769611767808
[3] https://twitter.com/medialab/status/1083430876648747008
[3] https://www.youtube.com/watch?v=V05SuCSRAtg&feature=youtu.be


Top URLs in Tweet in G2:
[4] https://www.beckersasc.com/gastroenterology-and-endoscopy/crc-mortality-rates-expected-to-rise-by-2035-4-insights.html
[3] https://twitter.com/dr_samehhany81/status/1084048009137131520
[1] https://twitter.com/medialab/status/1083430876648747008
[1] https://twitter.com/SWexner/status/1082367770308894720
[1] https://www.bjs.co.uk/search-results/?text=type--podcast
[1] https://twitter.com/NatRevGastroHep/status/1082322031016927232
[1] https://twitter.com/nitinmi59125565/status/1082299404948779009
[1] https://twitter.com/juliomayol/status/1084010804763152384
[1] https://twitter.com/mdiazfuentes/status/1084107535102152705
[1] https://link.springer.com/article/10.1007/s10151-018-1920-0

Top URLs in Tweet in G3:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180661
[5] https://twitter.com/gmacscotland/status/1041260314774384641
[4] https://twitter.com/gmacscotland/status/1081327294617174016
[4] https://twitter.com/dr_samehhany81/status/1084048009137131520
[4] https://www.bjs.co.uk/search-results/?text=type--podcast
[3] https://www.beckersasc.com/gastroenterology-and-endoscopy/crc-mortality-rates-expected-to-rise-by-2035-4-insights.html
[3] https://twitter.com/faragaa/status/1084143786249338885
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ejso.com%2Farticle%2FS0748-7983%2818%2931454-9%2Fpdf&rc=0
[3] https://twitter.com/juliomayol/status/1082568416991608832
[3] https://twitter.com/perbinder/status/1081583988614021120

Top URLs in Tweet in G4:
[17] https://onlinelibrary.wiley.com/doi/full/10.1002/bjs.11028?cookieSet=1
[9] https://www.bjs.co.uk/search-results/?text=type--podcast
[1] https://onlinelibrary.wiley.com/doi/10.1002/bjs.11028?cookieSet=1
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/bjs.11035?cookieSet=1
[1] https://twitter.com/elopezgavito/status/1083351202090217472
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/bjs.11051?cookieSet=1
[1] https://twitter.com/vascularchch/status/1082761422516367360
[1] https://twitter.com/ewenharrison/status/1057671157669867522
[1] https://twitter.com/GlobalSurg/status/1082741423223570432

Top URLs in Tweet in G5:
[2] https://twitter.com/MDiazFuentes/status/1084107535102152705
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa1805101?query=TOC
[1] https://jamanetwork.com/journals/jama/fullarticle/2718457?guestAccessKey=8e4685e8-9092-4c68-8340-24f926145b7c&utm_source=silverchair&utm_medium=email&utm_campaign=article_alert-jama&utm_content=etoc&utm_term=010819
[1] https://ovidsp-tx-ovid-com.accesdistant.sorbonne-universite.fr/sp-3.32.1b/ovidweb.cgi?WebLinkFrameset=1&S=ADPEFPLFLKDDKMLPNCDKAAMCNKMOAA00&returnUrl=ovidweb.cgi%3F%26Full%2BText%3DL%257cS.sh.19.20.23.32%257c0%257c00000658-201902000-00006%26S%3DADPEFPLFLKDDKMLPNCDKAAMCNKMOAA00&directlink=https://ovidsp.tx.ovid.com/ovftpdfs/FPDDNCMCAALPLK00/fs046/ovft/live/gv025/00000658/00000658-201902000-00006.pdf&filename=No+Surgical+Innovation+Without+Evaluation:+Evolution+and+Further+Development+of+the+IDEAL+Framework+and+Recommendations.&link_from=S.sh.19.20.23|6&pdf_key=FPDDNCMCAALPLK00&pdf_index=/fs046/ovft/live/gv025/00000658/00000658-201902000-00006&D=ovft
[1] https://ovidsp-tx-ovid-com.accesdistant.sorbonne-universite.fr/sp-3.32.1b/ovidweb.cgi?WebLinkFrameset=1&S=ADPEFPLFLKDDKMLPNCDKAAMCNKMOAA00&returnUrl=ovidweb.cgi%3F%26TOC%3DS.sh.19.20.23%257c5%257c50%26FORMAT%3Dtoc%26FIELDS%3DTOC%26S%3DADPEFPLFLKDDKMLPNCDKAAMCNKMOAA00&directlink=https://ovidsp.tx.ovid.com/ovftpdfs/FPDDNCMCAALPLK00/fs046/ovft/live/gv025/00000658/00000658-201902000-00005.pdf&filename=Surgical+Research+in+Patients:+Ideal+Time+for+an+IDEAL+Checklist.&PDFIdLinkField=/fs046/ovft/live/gv025/00000658/00000658-201902000-00005&link_from=S.sh.19.20.23|5&pdf_key=B&pdf_index=S.sh.19.20.23&D=ovft
[1] https://www.surgjournal.com/article/S0039-6060(18)30490-2/fulltext?dgcid=raven_jbs_etoc_email
[1] https://twitter.com/ALES_Journal/status/1083561514433314816
[1] https://twitter.com/CRS_trials/status/1082982762729127936
[1] https://twitter.com/Anaes_Journal/status/1081478752880807936
[1] https://twitter.com/mdiazfuentes/status/1084107535102152705

Top URLs in Tweet in G6:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181756
[3] https://twitter.com/juliomayol/status/1082346939985920000
[1] https://twitter.com/WeNurses/status/1080909322689961984
[1] https://www.hipaajournal.com/what-is-protected-health-information/
[1] https://twitter.com/juliomayol/status/1083441401260621826
[1] https://twitter.com/juliomayol/status/1081624315337023490
[1] https://twitter.com/jteoh_hk/status/1081482383465971712

Top URLs in Tweet in G7:
[2] https://www.innovations.amsterdam/
[1] https://www.congresoamcirsrslatam.com/programa.php
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/bjs.11028?cookieSet=1
[1] https://twitter.com/kmfitani1/status/1054096816772448256

Top URLs in Tweet in G8:
[1] https://www.mentoring.org/our-work/campaigns/national-mentoring-month/
[1] https://twitter.com/DrIanWeissman/status/1083552106152427525
[1] https://twitter.com/NCTQ/status/1080874932660097024
[1] https://advancesinsimulation.biomedcentral.com/articles/10.1186/s41077-018-0084-3
[1] https://twitter.com/villesallinen/status/1080911344616927234

Top URLs in Tweet in G9:
[7] https://www.sciencedirect.com/journal/journal-of-surgical-education/vol/76/issue/1
[2] https://twitter.com/NatRevGastroHep/status/1082322031016927232
[1] https://twitter.com/neilflochmd/status/1083325560871358464
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/bjs.11028?cookieSet=1
[1] https://twitter.com/juliomayol/status/1082346939985920000

Top URLs in Tweet in G10:
[1] https://twitter.com/tarik_sammour/status/1083990135283175425

Top Domains
Top Domains in Tweet in Entire Graph:
[192] twitter.com
[36] wiley.com
[16] elsevierhealth.com
[15] co.uk
[14] nodexlgraphgallery.org
[11] sciencedirect.com
[9] youtube.com
[8] beckersasc.com
[7] nejm.org
[5] nih.gov

Top Domains in Tweet in G1:
[78] twitter.com
[12] elsevierhealth.com
[11] wiley.com
[7] youtube.com
[5] nejm.org
[3] nih.gov
[2] springer.com
[2] sciencedirect.com
[2] nodexlgraphgallery.org
[1] emjreviews.com

Top Domains in Tweet in G2:
[24] twitter.com
[4] beckersasc.com
[2] springer.com
[2] sciencedirect.com
[1] co.uk
[1] vox.com
[1] edmariano.com
[1] jamanetwork.com

Top Domains in Tweet in G3:
[61] twitter.com
[8] nodexlgraphgallery.org
[4] co.uk
[4] elsevierhealth.com
[3] beckersasc.com
[3] wiley.com
[3] wordpress.com
[2] youtube.com
[2] nih.gov
[1] beckershospitalreview.com

Top Domains in Tweet in G4:
[20] wiley.com
[9] co.uk
[4] twitter.com

Top Domains in Tweet in G5:
[7] twitter.com
[2] sorbonne-universite.fr
[1] nejm.org
[1] jamanetwork.com
[1] surgjournal.com

Top Domains in Tweet in G6:
[7] twitter.com
[4] nodexlgraphgallery.org
[1] hipaajournal.com

Top Domains in Tweet in G7:
[2] innovations.amsterdam
[1] congresoamcirsrslatam.com
[1] wiley.com
[1] twitter.com

Top Domains in Tweet in G8:
[3] twitter.com
[1] mentoring.org
[1] biomedcentral.com

Top Domains in Tweet in G9:
[7] sciencedirect.com
[4] twitter.com
[1] wiley.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[946] some4surgery
[305] some4precision
[99] colorectalsurgery
[82] savethedate
[80] globalsurgery
[67] surgicalresearch
[60] precisionsurgery
[55] precisionmedicine
[48] openaccess
[44] colorectalresearch



Top Hashtags in Tweet in G1:
[403] some4surgery
[202] some4precision
[57] savethedate
[48] precisionsurgery
[45] precisionmedicine
[32] surgicalresearch
[30] colorectalsurgery
[21] surgicaltraining
[17] some
[13] medicine

Top Hashtags in Tweet in G2:
[144] some4surgery
[49] some4precision
[39] colorectalsurgery
[23] colorectalresearch
[16] colorectalcancer
[14] coloncancer
[10] ai
[10] medicine
[10] aicrs2019
[9] artificialinteligence

Top Hashtags in Tweet in G3:
[261] some4surgery
[48] some4precision
[23] colorectalsurgery
[23] surgicalresearch
[17] savethedate
[14] globalsurgery
[13] openaccess
[11] colorectalresearch
[11] surgicaltraining
[7] precisionmedicine

Top Hashtags in Tweet in G4:
[48] globalsurgery
[29] some4surgery
[19] openaccess
[6] surgicalresearch
[1] research
[1] ethics
[1] medicalethics
[1] visualabstracts
[1] vascularjob
[1] nz

Top Hashtags in Tweet in G5:
[26] some4surgery
[5] prehab
[4] surgery
[4] precisionsurgery
[3] savethedate
[1] artificial
[1] cirugiahrv
[1] some4precision
[1] runningman
[1] surgeon

Top Hashtags in Tweet in G6:
[15] urosome
[13] some4surgery
[4] 100outstandingnurses
[4] opensourceresearch
[3] some4precision
[2] savethedate
[2] urology
[2] some
[1] urosomebrasil
[1] livecasediscussions

Top Hashtags in Tweet in G7:
[13] some4surgery
[2] innovations
[1] roboticsurgery
[1] colorectal
[1] torax
[1] urology
[1] hernia
[1] bariatricsurgery
[1] pediatric
[1] ginecology

Top Hashtags in Tweet in G8:
[6] some4surgery
[5] surgicaleducation
[5] excitingtimes
[5] simulation
[3] meded
[3] surged
[3] colorectalcancer
[3] colorectalsurgery
[2] nationalmentoringmonth
[2] simed

Top Hashtags in Tweet in G9:
[14] some4surgery
[7] toc
[5] coloncancer
[5] meded
[4] medtwitter
[4] twittermed
[3] cancer
[3] influence
[3] surgery
[2] colorectalcancer

Top Hashtags in Tweet in G10:
[10] some4surgery
[1] inguinalhernia
[1] infimo
[1] colorectalsurgery

Top Words
Top Words in Tweet in Entire Graph:
[1413] Words in Sentiment List#1: Positive
[548] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[35083] Non-categorized Words
[37044] Total Words
[1731] some4surgery
[569] some4precision
[420] juliomayol
[293] bjsurgery
[290] surgery

Top Words in Tweet in G1:
[679] some4surgery
[362] some4precision
[197] precisionso
[176] powarg07
[156] juliomayol
[100] swexner
[97] bjsurgery
[80] precisionsurgery
[75] des_winter
[73] precisionmedicine

Top Words in Tweet in G2:
[230] some4surgery
[101] juliomayol
[99] swexner
[86] some4precision
[45] colorectalresearch
[44] colorectalsurgery
[44] engaged
[44] thank
[43] being
[43] followers

Top Words in Tweet in G3:
[423] some4surgery
[121] juliomayol
[89] some4precision
[70] perbinder
[63] swexner
[56] me4_so
[53] colorectalsurgery
[47] good
[45] bjsurgery
[42] surgery

Top Words in Tweet in G4:
[175] some4surgery
[128] bjsurgery
[116] surgery
[114] globalsurg
[114] openaccess
[105] published
[105] today
[104] surgical
[99] worldwide
[96] safety

Top Words in Tweet in G5:
[45] some4surgery
[14] some4precision
[13] surgery
[12] interesante
[12] artículo
[12] leerlo
[12] ni
[12] nos
[12] dejará
[12] indiferente

Top Words in Tweet in G6:
[32] urosome
[31] some4surgery
[16] phi
[10] juliomayol
[10] protected
[10] information
[8] top
[8] jteoh_hk
[7] some4precision
[7] good

Top Words in Tweet in G7:
[23] some4surgery
[14] juliomayol
[13] aischannel
[13] patients
[13] antoniodelacy
[10] colorectal
[9] srslatam
[8] open
[8] colorectalresearch
[7] very

Top Words in Tweet in G8:
[14] some4surgery
[9] meded
[9] surged
[7] simulation
[7] simed
[5] incredible
[5] advances
[5] surgicaleducation
[5] learn
[5] craft

Top Words in Tweet in G9:
[28] some4surgery
[17] meded
[7] twittermed
[7] jan
[7] feb
[7] toc
[7] now
[7] available
[7] online
[7] new

Top Words in Tweet in G10:
[10] some4surgery
[9] 2019
[8] jan
[8] 4
[8] google
[8] auto
[8] search
[8] terms
[8] axiomssurgical

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[278] some4precision,some4surgery
[151] powarg07,precisionso
[145] some4surgery,some4precision
[142] bjsurgery,some4surgery
[127] some4surgery,openaccess
[126] published,today
[113] emergency,surgery
[111] surgery,worldwide
[108] surgical,safety
[108] safety,checklist

Top Word Pairs in Tweet in G1:
[191] some4precision,some4surgery
[119] powarg07,precisionso
[61] some4surgery,some4precision
[60] des_winter,bjsurgery
[60] bjsurgery,garethhpb
[60] garethhpb,malinasund
[60] malinasund,swexner
[56] precisionso,des_winter
[41] some4surgery,summit
[40] 29th,june

Top Word Pairs in Tweet in G2:
[49] some4precision,some4surgery
[43] thank,being
[43] being,engaged
[43] engaged,followers
[43] followers,week
[43] week,some4surgery
[36] swexner,juliomayol
[32] some4surgery,some4precision
[29] anal,fistula
[20] some4surgery,colorectalresearch

Top Word Pairs in Tweet in G3:
[34] some4precision,some4surgery
[31] some4surgery,some4precision
[24] juliomayol,swexner
[23] civilitysaves,brennansurgeon
[21] juliomayol,civilitysaves
[20] swexner,perbinder
[20] colorectalsurgery,some4surgery
[20] celestinogutirr,me4_so
[19] me4_so,bjsurgery
[18] powarg07,precisionso

Top Word Pairs in Tweet in G4:
[116] bjsurgery,some4surgery
[105] published,today
[96] surgical,safety
[96] safety,checklist
[96] checklist,associated
[96] associated,lower
[96] lower,perioperative
[96] perioperative,mortality
[96] mortality,emergency
[96] emergency,surgery

Top Word Pairs in Tweet in G5:
[12] interesante,artículo
[12] artículo,leerlo
[12] leerlo,ni
[12] ni,nos
[12] nos,dejará
[12] dejará,indiferente
[12] indiferente,errar
[12] errar,humano
[12] humano,consecuencias
[12] consecuencias,error

Top Word Pairs in Tweet in G6:
[14] some4surgery,urosome
[10] information,phi
[7] urosome,some4surgery
[6] good,read
[6] read,everybody
[6] everybody,engaged
[6] engaged,social
[6] social,media
[6] media,protected
[6] protected,health

Top Word Pairs in Tweet in G7:
[7] very,proud
[7] proud,virtually
[7] virtually,staff
[7] staff,spanish
[7] spanish,native
[7] native,speaking
[7] speaking,helps
[7] helps,patients
[7] patients,much
[7] much,some4surgery

Top Word Pairs in Tweet in G8:
[7] meded,surged
[7] surged,some4surgery
[5] incredible,advances
[5] advances,surgicaleducation
[5] surgicaleducation,learn
[5] learn,craft
[5] craft,continuously
[5] continuously,evolving
[5] evolving,excitingtimes
[5] excitingtimes,simulation

Top Word Pairs in Tweet in G9:
[7] jan,feb
[7] feb,toc
[7] toc,now
[7] now,available
[7] available,online
[7] online,new
[7] new,website
[7] website,outstanding
[7] outstanding,content
[7] content,month

Top Word Pairs in Tweet in G10:
[8] jan,4
[8] 4,2019
[8] 2019,google
[8] google,auto
[8] auto,search
[8] search,terms
[8] terms,axiomssurgical
[8] axiomssurgical,some4surgery

Top Replied-To
Top Replied-To in Entire Graph:
@juliomayol
@mrrjegan
@draamaldonado
@perbinder
@me4_so
@powarg07
@rebgross
@ishiinfo
@c_mellenthin
@swexner

Top Replied-To in G1:
@mrrjegan
@juliomayol
@draamaldonado
@powarg07
@perbinder
@rebgross
@me4_so
@n_mancenido
@essonews
@sesanco

Top Replied-To in G2:
@juliomayol
@mrrjegan
@swexner
@asbrs
@pramodhchan
@glasgsurgtrials
@scalpelmomma
@william_079
@tobyrichardsucl
@ckontovo

Top Replied-To in G3:
@juliomayol
@draamaldonado
@perbinder
@me4_so
@brennansurgeon
@yorklawlondon
@mrrjegan
@c_mellenthin
@alaael_hussuna
@skepticscalpel

Top Replied-To in G4:
@ishiinfo
@mrrjegan
@me4_so
@brucebiccard

Top Replied-To in G5:
@draamaldonado

Top Replied-To in G6:
@juliomayol

Top Replied-To in G7:
@juliomayol

Top Replied-To in G9:
@juliomayol

Top Replied-To in G10:
@me4_so

Top Mentioned
Top Mentioned in Entire Graph:
@juliomayol
@bjsurgery
@swexner
@precisionso
@powarg07
@globalsurg
@me4_so
@des_winter
@malinasund
@perbinder

Top Mentioned in G1:
@precisionso
@powarg07
@swexner
@juliomayol
@bjsurgery
@des_winter
@malinasund
@garethhpb
@youescp
@me4_so

Top Mentioned in G2:
@swexner
@juliomayol
@northwellhealth
@manishchandsurg
@alaael_hussuna
@me4_so
@delthiaricks
@scottrsteelemd
@perbinder
@precisionso

Top Mentioned in G3:
@juliomayol
@swexner
@perbinder
@me4_so
@bjsurgery
@celestinogutirr
@brennansurgeon
@ksoreide
@civilitysaves
@powarg07

Top Mentioned in G4:
@bjsurgery
@globalsurg
@aneelbhangu
@ksoreide
@me4_so
@juliomayol
@pj_globalmd
@ewenharrison
@precisionso
@des_winter

Top Mentioned in G5:
@aecirujanos
@abe_laparoscopy
@traumadoctors
@hayatokuri67
@bonichir
@ales_journal
@scatcir
@juliomayol
@nejm

Top Mentioned in G6:
@juliomayol
@jteoh_hk
@tweeturo
@wroclawski_uro
@eivanbravoc
@hegelts
@vicentiniuro
@rdonalisiomd
@mateusschettino
@ezebecher

Top Mentioned in G7:
@aischannel
@antoniodelacy
@juliomayol
@cirugest
@digestive1
@srslatam
@oviedomedical
@adventhealth
@endosurgflorida
@ircadamerica

Top Mentioned in G8:
@acspastprez98
@briandunkinmd
@lapcoleadmark
@keepsimsafe
@danbraemer
@alex_hannenberg
@mentornational
@somedocs
@aischannel
@escp_tweets

Top Mentioned in G9:
@swexner
@sages_updates
@juliomayol
@bjsurgery

Top Mentioned in G10:
@axiomssurgical

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@billnigh
@scott1984_fp
@calcaware
@natricer
@scopedbylarry
@drumeshprabhu
@sherrig108
@pash22
@caya47

Top Tweeters in G1:
@sherrig108
@juliomayol
@latialina
@eduardgtoledano
@sminaev2015
@liz_oriordan
@ezamoragarc
@hannahpopsy
@mgalandejuana
@crainsnewyork

Top Tweeters in G2:
@edinburghwatch
@calcaware
@jaketapper
@vhmsirena
@al_anafah
@gbtpo
@anastasiasmihai
@swexner
@clevelandclinic
@mayoclinic

Top Tweeters in G3:
@scott1984_fp
@natricer
@drumeshprabhu
@wef
@runanteldat
@celestinogutirr
@gavinprestonmd
@bmj_latest
@emergvictorious
@skepticscalpel

Top Tweeters in G4:
@scopedbylarry
@pash22
@caya47
@clifford0584
@evidencerobot
@timileh1n
@doctorefrio
@drmoirastilwell
@ahmedjo70s
@jonlaake

Top Tweeters in G5:
@mdiazfuentes
@albert4o
@nejm
@jcpastorj
@anaes_journal
@rncsantander
@xcarrera
@mahirozmen
@traumadoctors
@acilram

Top Tweeters in G6:
@bmolotov
@kennygibsonnhs
@jimgblair
@shiv_smith
@yathish_dr
@jteoh_hk
@tweeturo
@vicentiniuro
@drscohen
@aldughiman_md

Top Tweeters in G7:
@orlandosentinel
@zgjr
@adventhealth
@pifermu
@aischannel
@coloproctoaec
@rafagdiazgobbo
@digestive1
@victorturrado
@m_gomezruiz

Top Tweeters in G8:
@billnigh
@cancerwallonia
@drianweissman
@mentornational
@somedocs
@optomizeltd
@villesallinen
@lapcoleadmark
@heriotwattmel
@k_dickinsonmd

Top Tweeters in G9:
@neilflochmd
@mededbot
@zahertoumi
@sages_updates
@zombienietzsche
@katarinavasili3
@knutaugestad
@seanlangenfeld
@dougsmink
@flochneil

Top Tweeters in G10:
@rafaeltimermans
@bebadaluzc
@crisculebbras
@gonzaloglvez
@cescsar10
@ciastkoo271
@rafa_navarrog
@drjodale
@axiomssurgical


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