ACSCC18 tweets and retweets, Twitter, 6/8/2020 6:25:24 AM, 228918


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NodeXL Twitter ACSCC18 tweets and retweets Sunday, 07 June 2020 at 17:26 UTC
NodeXL Twitter ACSCC18 tweets and retweets Sunday, 07 June 2020 at 17:26 UTC
From:
scotpublichealth
Uploaded on:
June 08, 2020
Short Description:
ACSCC18 tweets and retweets via NodeXL https://bit.ly/377QUJR
@amcollsurgeons
@logghemd
@womensurgeons
@tomvarghesejr
@pferrada1
@swexner
@rasacs
@almagoch
@lillianerdahlmd
@celestinogutirr

Top hashtags:
#acscc18
#acscc2018
#awsatacs
#ilooklikeasurgeon
#aws2018

Description:
Description
The graph represents a network of 4,536 Twitter users whose recent tweets were included in a list (ACSCC18 tweets and retweets) of 16075 tweet IDs, or who were replied to or mentioned in those tweets. 15217 out of 16075 tweets were collected. The network was obtained from Twitter on Sunday, 07 June 2020 at 17:44 UTC.

The tweets in the network were tweeted over the 14-day, 15-hour, 32-minute period from Tuesday, 16 October 2018 at 00:55 UTC to Tuesday, 30 October 2018 at 16:28 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 : 4536
Unique Edges : 20477
Edges With Duplicates : 23292
Total Edges : 43769
Self-Loops : 1527
Reciprocated Vertex Pair Ratio : 0.106854492355265
Reciprocated Edge Ratio : 0.193077758808009
Connected Components : 105
Single-Vertex Connected Components : 78
Maximum Vertices in a Connected Component : 4387
Maximum Edges in a Connected Component : 43533
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.013787
Graph Density : 0.00125284627305943
Modularity : 0.283415
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,536 Twitter users whose recent tweets were included in a list (ACSCC18 tweets and retweets) of 16075 tweet IDs, or who were replied to or mentioned in those tweets. 15217 out of 16075 tweets were collected. The network was obtained from Twitter on Sunday, 07 June 2020 at 17:44 UTC.

The tweets in the network were tweeted over the 14-day, 15-hour, 32-minute period from Tuesday, 16 October 2018 at 00:55 UTC to Tuesday, 30 October 2018 at 16:28 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 : TwitterIDList
Graph Term : ACSCC18 tweets and retweets
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:
[18] https://static1.squarespace.com/static/5854aaa044024321a353bb0d/t/5a14af7271c10b644be97217/1511305075667/WritingForImpact.PDF
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=172216
[18] https://www.acsccnews.org/from-cowboys-to-pit-crews-patient-focused-care-starts-with-a-team-approach/
[15] https://twitter.com/juliomayol/status/1053393484802154498
[14] http://app.core-apps.com/clincon2018/redirect?path=event%3Fevent=3ea888d7-3c1e-41de-b95a-1bdd750f0eca
[14] https://www.facs.org/find-a-session/session/15849
[14] https://www.acsccnews.org/valerie-w-rusch-md-facs-is-2018-2019-acs-president-elect/
[13] https://www.facs.org/clincon2018/resources/highlights/mon/ps101
[13] http://www.clevelandclinicmeded.com/live/ddiweek-landing/index.html
[12] https://www.facs.org/publications/newsscope/101218#livestream

Top URLs in Tweet in G1:
[14] https://twitter.com/juliomayol/status/1053393484802154498
[13] http://www.clevelandclinicmeded.com/live/ddiweek-landing/index.html
[13] https://www.facs.org/clincon2018/resources/highlights/mon/ps101
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=172216
[9] https://twitter.com/AfifKulaylat/status/1054033338330214400
[9] http://app.core-apps.com/clincon2018/redirect?path=event%3Fevent=3ea888d7-3c1e-41de-b95a-1bdd750f0eca
[9] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.journalacs.org%2Farticle%2FS1072-7515%2818%2931331-0%2Ffulltext&rc=0
[9] https://twitter.com/gmacscotland/status/1053217591832076289
[9] https://www.facs.org/find-a-session/session/15849
[8] https://www.facs.org/clincon2018/resources/highlights/mon/nl03

Top URLs in Tweet in G2:
[8] https://transenterix.com/news-events#events
[7] https://www.bistrotickets.com/acs/
[6] https://www.facs.org/clincon2018/resources/acs-theatre
[5] https://www.facs.org/clincon2018/resources/member
[4] https://www.acsccnews.org/valerie-w-rusch-md-facs-is-2018-2019-acs-president-elect/
[4] https://www.facs.org/clincon2018/resources/highlights/wed/sf302
[4] http://www.scanlaninternational.com/surgical-inst/new-flat-handle-legacy-instruments/
[4] https://www.aed.md/aed-is-attending-the-annual-2018-acs-clinical-congress-in-boston-ma/
[3] https://www.acsccnews.org/from-cowboys-to-pit-crews-patient-focused-care-starts-with-a-team-approach/
[3] https://facs.confex.com/facs/2019/cc.cgi/

Top URLs in Tweet in G3:
[12] https://static1.squarespace.com/static/5854aaa044024321a353bb0d/t/5a14af7271c10b644be97217/1511305075667/WritingForImpact.PDF
[11] https://twitter.com/bulgercot/status/1053754253569912834
[5] https://www.acsccnews.org/from-cowboys-to-pit-crews-patient-focused-care-starts-with-a-team-approach/
[5] https://twitter.com/ordonezcarlosa/status/1054760183514181633
[4] https://www.acsccnews.org/valerie-w-rusch-md-facs-is-2018-2019-acs-president-elect/
[3] https://twitter.com/enenbee/status/1054820442140110848
[3] https://twitter.com/AmCollSurgeons/status/1052926074206769153
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=172216
[3] https://twitter.com/chelseaaisom/status/1054125113090682880
[3] https://twitter.com/slsteinmd1/status/1054420290455908352

Top URLs in Tweet in G4:
[5] https://www.academicglobalsurgery.org/
[5] https://twitter.com/SanfeyHilary1/status/1055208253934784512
[4] https://twitter.com/gsurgstudents/status/1052643422346063872
[4] https://ufl.qualtrics.com/jfe/form/SV_er0ht4OkLW4B20l
[4] https://twitter.com/krchhabra/status/1054378603838889984
[4] https://twitter.com/cebarrows/status/1055067163965427714
[4] https://twitter.com/maraantonoff/status/1053638478087499777
[3] https://twitter.com/DrKathyHughes/status/1055201029363507201
[3] https://twitter.com/scrennie/status/1055182956631867396
[3] https://twitter.com/md_castanon/status/1054813854335725568

Top URLs in Tweet in G5:
[11] https://www.rafaelgrossmann.com/leap-to-a-magical-future/
[3] https://twitter.com/LinaRoaS/status/1054447593466544128
[2] https://twitter.com/md_castanon/status/1054806487581802496
[2] https://twitter.com/PMartinezMD/status/922610727331905536
[2] https://twitter.com/HPB_Surgeon/status/1054443994837585920
[2] https://twitter.com/RyanHendrixMD/status/1054418350753886209
[2] https://rafaelgrossmann.health/
[1] https://twitter.com/justinmrosen/status/1055133009370849280
[1] https://twitter.com/arghavan_salles/status/1054567782933843969
[1] https://twitter.com/TraumaDocDrea/status/1054464671896494080

Top URLs in Tweet in G6:
[3] https://www.facs.org/find-a-session/session/15849
[3] https://twitter.com/juanph19/status/1054151730177417216
[2] https://www.symplur.com/healthcare-hashtags/acscc18/
[2] https://twitter.com/AmCollSurgeons/status/1054362249576505344
[2] https://twitter.com/EsquiviaManuel/status/1054719615740379137
[1] https://twitter.com/DissanaikeMD/status/1054930549675048960
[1] https://twitter.com/smkaty/status/1054793342964432897
[1] https://www.facs.org/media/press-releases/2018/honoraryfacs102218
[1] https://twitter.com/olgjr/status/1054731544227708930
[1] https://twitter.com/TraumaDocSF/status/1054903823599366144

Top URLs in Tweet in G7:
[2] https://www.instagram.com/paulgoob
[1] https://twitter.com/andrewswright/status/1054962552915087360
[1] https://www.instagram.com/p/BpR1qscFWlE/?utm_source=ig_twitter_share&igshid=1lpiahij87tt3
[1] https://twitter.com/AdralesG/status/1054721717329895426
[1] https://twitter.com/arghavan_salles/status/1054385301513220096
[1] https://twitter.com/MeritOncology/status/1054448977616166912
[1] https://www.healio.com/hepatology/transplantation/news/online/{3aa1a2b5-5b98-46a4-ae33-fe06134f5ab1}/offer-acceptance-of-older-donor-liver-for-transplant-lowers-mortality-risk
[1] https://twitter.com/WebMD/status/1054122661159297030
[1] https://practicelink.com/
[1] https://twitter.com/AmCollSurgeons/status/1054100237114064896

Top URLs in Tweet in G9:
[2] http://amp.kansascity.com/news/local/crime/article220307175.html
[1] https://twitter.com/JosephSakran/status/1055526518657597442
[1] https://twitter.com/tuttlejebetsy/status/1054061365000896513

Top URLs in Tweet in G10:
[3] https://www.csats.com/events
[3] http://www.depuysynthes.com/providers/matrixrib-care-program?utm_source=MatrixRIB&utm_medium=redirect&sf93817644=1
[2] https://www.csats.com/events?platform=hootsuite
[1] https://twitter.com/Ethicon/status/1054355960909742080
[1] https://www.csats.com/video
[1] https://youtu.be/Oj55MkGe1ao?sf94049684=1
[1] https://www.ethicon.com/na/products/magnetic-sphincter-augmentation/reflux-management-system/linx-reflux-management-system?sf93879723=1
[1] http://www.linxforlife.com/abridged-statement?sf93879723=1
[1] https://www.ethicon.com/na/products/surgical-stapling/circular-staplers/echelon-circular-powered-stapler?sf93879673=1
[1] https://www.ethicon.com/na/system/files/2018-06/065859-170508_WHO_SSI_Infographic.pdf?sf93879348=1

Top Domains
Top Domains in Tweet in Entire Graph:
[1217] twitter.com
[273] facs.org
[138] acsccnews.org
[25] nodexlgraphgallery.org
[21] elsevierhealth.com
[20] instagram.com
[18] squarespace.com
[18] linkedin.com
[18] journalacs.org
[16] core-apps.com

Top Domains in Tweet in G1:
[627] twitter.com
[134] facs.org
[35] acsccnews.org
[19] nodexlgraphgallery.org
[18] elsevierhealth.com
[16] linkedin.com
[15] journalacs.org
[13] clevelandclinicmeded.com
[11] core-apps.com
[10] springer.com

Top Domains in Tweet in G2:
[109] twitter.com
[90] facs.org
[40] acsccnews.org
[10] bistrotickets.com
[8] transenterix.com
[4] scanlaninternational.com
[4] aed.md
[3] youtu.be
[3] confex.com
[2] mdedge.com

Top Domains in Tweet in G3:
[157] twitter.com
[16] acsccnews.org
[12] squarespace.com
[10] facs.org
[3] nodexlgraphgallery.org
[3] youtube.com
[3] alesi-surgical.com
[2] bigthink.com
[2] springer.com
[2] nejm.org

Top Domains in Tweet in G4:
[208] twitter.com
[45] acsccnews.org
[21] facs.org
[5] academicglobalsurgery.org
[5] womensurgeons.org
[5] instagram.com
[4] stanford.edu
[4] qualtrics.com
[3] nodexlgraphgallery.org
[3] lifebox.org

Top Domains in Tweet in G5:
[42] twitter.com
[11] rafaelgrossmann.com
[5] facs.org
[2] rafaelgrossmann.health
[1] core-apps.com
[1] squarespace.com
[1] acsccnews.org

Top Domains in Tweet in G6:
[23] twitter.com
[6] facs.org
[2] symplur.com
[1] instagram.com
[1] acsccnews.org
[1] core-apps.com

Top Domains in Tweet in G7:
[11] twitter.com
[6] instagram.com
[2] facebook.com
[1] healio.com
[1] practicelink.com
[1] t.co
[1] e-sciencecentral.org
[1] wistia.com

Top Domains in Tweet in G9:
[2] twitter.com
[2] kansascity.com

Top Domains in Tweet in G10:
[6] csats.com
[4] ethicon.com
[3] depuysynthes.com
[2] twitter.com
[2] linxforlife.com
[1] youtu.be
[1] elsevierhealth.com
[1] facs.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8247] acscc18
[1884] acscc2018
[589] awsatacs
[493] ilooklikeasurgeon
[401] aws2018
[330] globalsurgery
[316] physicianburnout
[303] physiciansuicide
[189] cc18selfie
[174] some4surgery



Top Hashtags in Tweet in G1:
[3221] acscc18
[476] acscc2018
[203] awsatacs
[157] sytyco18
[133] some4surgery
[125] aws2018
[117] colorectalsurgery
[80] yfaacs
[80] cc18selfie
[79] ilooklikeasurgeon

Top Hashtags in Tweet in G2:
[1031] acscc18
[173] acscc2018
[65] awsatacs
[54] cc18selfie
[41] senhance
[36] surgery
[31] ilooklikeasurgeon
[29] digitallaparoscopy
[28] aws2018
[26] surgtweeting

Top Hashtags in Tweet in G3:
[1505] acscc18
[335] acscc2018
[52] awsatacs
[41] aws2018
[38] ilooklikeasurgeon
[37] stopthebleed
[33] soc18
[32] facs
[23] aasfc18
[23] sf111

Top Hashtags in Tweet in G4:
[1342] acscc18
[402] acscc2018
[258] globalsurgery
[234] awsatacs
[139] aws2018
[70] ilooklikeasurgeon
[41] parity
[30] heforshe
[29] surgtweeting
[27] boston

Top Hashtags in Tweet in G5:
[278] acscc2018
[250] ilooklikeasurgeon
[240] physicianburnout
[239] physiciansuicide
[165] acscc18
[14] healthcare
[13] awsatacs
[11] digitalhealth
[10] some4surgery
[10] education

Top Hashtags in Tweet in G6:
[364] acscc18
[56] aws2018
[47] acscc2018
[37] cirugíacolombiana
[36] residentescirugia
[33] mentors
[29] surgery
[19] cme
[17] awsatacs
[12] ilooklikeasurgeon

Top Hashtags in Tweet in G7:
[105] acscc18
[20] acscc2018
[10] iqueueforoperatingrooms
[6] ultrasound
[3] surgical
[3] surgeon
[3] ruralhealth
[3] criticalaccess
[3] ruralphysiciansgroup
[2] acs

Top Hashtags in Tweet in G8:
[16] tomografía
[12] cirugía
[8] acscc18
[7] cirujanos
[4] anastomosis
[1] amcg
[1] rcp

Top Hashtags in Tweet in G9:
[67] acscc18
[18] acs2018
[6] acscc2018
[3] statin
[3] diversity
[3] rasacs
[2] reboa
[2] tqip
[2] acute
[2] angioembolization

Top Hashtags in Tweet in G10:
[56] acscc18
[15] acscc2018
[9] preventbdi
[8] surgeons
[5] dyk
[4] ethicon
[4] boston
[4] lcbde
[2] nahqnext2018
[2] aagl2018

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[4921] #acscc18
[2198] amcollsurgeons
[943] rasacs
[834] dr
[671] #acscc2018
[574] great
[514] womensurgeons
[484] surgery
[483] #awsatacs
[375] surgical

Top Words in Tweet in G2:
[1619] #acscc18
[810] amcollsurgeons
[330] dr
[268] new
[259] surgery
[204] surgical
[204] #acscc2018
[183] acs
[173] surgeons
[150] time

Top Words in Tweet in G3:
[2356] #acscc18
[988] amcollsurgeons
[536] #acscc2018
[388] dr
[366] surgery
[304] great
[250] surgical
[246] acstrauma
[200] work
[185] womensurgeons

Top Words in Tweet in G4:
[2277] #acscc18
[828] amcollsurgeons
[623] #acscc2018
[512] #awsatacs
[450] dr
[439] womensurgeons
[404] surgery
[382] #globalsurgery
[364] great
[300] surgical

Top Words in Tweet in G5:
[387] #acscc18
[299] #acscc2018
[257] #ilooklikeasurgeon
[242] slide
[242] fix
[240] #physicianburnout
[239] striking
[239] wish
[239] magic
[239] #physiciansuicide

Top Words in Tweet in G6:
[471] #acscc18
[147] amcollsurgeons
[111] pferrada1
[99] surgeons
[84] proud
[74] womensurgeons
[72] part
[70] dr
[63] ascolcirugia
[59] #aws2018

Top Words in Tweet in G7:
[105] #acscc18
[31] booth
[20] #acscc2018
[20] boston
[17] surgeons
[13] great
[12] clinical
[10] dr
[10] congress
[10] out

Top Words in Tweet in G8:
[80] #cirugía
[76] #acscc18
[75] #cirujanos
[54] abdomen
[50] min
[38] resucitación
[38] intraperitoneal
[38] directa
[38] solución
[38] hipertónica

Top Words in Tweet in G9:
[84] #acscc18
[29] dr
[26] amcollsurgeons
[19] kind
[18] surgery
[18] really
[18] think
[18] gallbladder
[18] adorable
[18] #acs2018

Top Words in Tweet in G10:
[76] #acscc18
[39] booth
[35] visit
[32] 321
[28] learn
[19] surgeons
[17] sats
[16] #acscc2018
[15] more
[14] c

Top Word Pairs
Top Word Pairs in Tweet in G2:
[561] amcollsurgeons,#acscc18
[215] #acscc18,amcollsurgeons
[167] clinical,congress
[167] new,initiates
[153] amcollsurgeons,president
[129] new,amcollsurgeons
[129] advice,new
[128] president,new
[113] initiates,humble
[101] humble,deliver

Top Word Pairs in Tweet in G3:
[166] amcollsurgeons,#acscc18
[128] #acscc18,amcollsurgeons
[99] #acscc18,#awsatacs
[92] don,t
[91] #awsatacs,#acscc18
[90] clinical,congress
[85] #soc18,#acscc18
[85] acstrauma,#acscc18
[85] #acscc2018,amcollsurgeons
[85] amcollsurgeons,#acscc2018

Top Word Pairs in Tweet in G4:
[230] #awsatacs,#acscc18
[105] #acscc18,#awsatacs
[78] amcollsurgeons,#acscc18
[77] #acscc18,womensurgeons
[59] #acscc18,amcollsurgeons
[46] amcollsurgeons,#acscc2018
[42] surgical,safety
[42] global,surgery
[41] don,t
[38] #aws2018,#acscc18

Top Word Pairs in Tweet in G5:
[230] #acscc2018,#ilooklikeasurgeon
[198] slide,striking
[188] striking,wish
[111] wish,magic
[89] magic,fix
[85] fix,#acscc2018
[75] #ilooklikeasurgeon,#physicianburnout
[61] #physicianburnout,#physiciansuicide
[60] don,t
[58] surgery,resident

Top Word Pairs in Tweet in G6:
[240] #aws2018,#acscc18
[239] cirujanos,nueva
[239] nueva,colombia
[239] proud,ladies
[239] ladies,#aws2018
[239] #acscc18,#cirugíacolombiana
[239] part,#acscc18
[239] proud,excited
[54] excited,part
[42] #acscc18,diverse

Top Word Pairs in Tweet in G7:
[54] booth,375
[44] 375,#acscc18
[44] clinical,congress
[42] come,booth
[42] #acscc18,boston
[41] booth,1047
[40] boston,convention
[39] convention,exhibition
[39] exhibition,center
[39] #ultrasound,system

Top Word Pairs in Tweet in G8:
[10] #cirugía,#cirujanos
[10] #acscc18,#cirugía
[9] resucitación,intraperitoneal
[7] intraperitoneal,directa
[6] directa,solución
[6] solución,hipertónica
[5] hipertónica,regular
[5] regular,edema
[5] edema,través
[5] través,acuaporinas

Top Word Pairs in Tweet in G9:
[75] really,think
[43] think,gallbladder
[38] gallbladder,kind
[38] kind,adorable
[38] adorable,#acs2018
[38] #acs2018,#acscc18
[38] amcollsurgeons,#acscc18
[38] 1,1
[38] rasacs,amcollsurgeons
[38] convocation,ceremony

Top Word Pairs in Tweet in G10:
[18] booth,321
[18] #acscc18,learn
[18] c,sats
[18] 321,#acscc18
[18] let's,connect
[18] learn,more
[8] visit,#acscc18
[6] visit,booth
[6] bile,duct
[6] stop,booth

Top Replied-To
Top Replied-To in Entire Graph:
@amcollsurgeons
@rasacs
@seanlangenfeld
@nirajgusani
@tomvarghesejr
@womensurgeons
@andrewswright
@lillianerdahlmd
@surginfxsoc
@utswsurgerylife

Top Replied-To in G1:
@rasacs
@amcollsurgeons
@seanlangenfeld
@nirajgusani
@tomvarghesejr
@andrewswright
@utswsurgerylife
@womensurgeons
@logghemd
@lillianerdahlmd

Top Replied-To in G2:
@amcollsurgeons
@acsalami
@tulane_surgery
@meklingensmith
@latinosurgery
@rasacs
@morganmartinmd
@templesurgery
@tomvarghesejr
@surgresbob

Top Replied-To in G3:
@amcollsurgeons
@surginfxsoc
@tomvarghesejr
@seanlangenfeld
@womensurgeons
@uvasurgery
@ashishkjha
@csph_bwh
@rasacs
@aalichaudhary

Top Replied-To in G4:
@amcollsurgeons
@uabsom
@ashgosain
@apwilliams1019
@samanthabaker__
@margauxnmustian
@rindiuhlich
@miquellmillermd
@atul_gawande
@csph_bwh

Top Replied-To in G5:
@nirajgusani
@amcollsurgeons
@swexner
@josephsakran
@pturnermd
@andrewswright
@neilflochmd
@surginfxsoc
@k_dickinsonmd

Top Replied-To in G6:
@anhanssen
@womensurgeons
@rasacs
@davidaspain
@carm158
@seanlangenfeld
@vcu_surgery
@pferrada1
@rwinfield11
@scrubbedin

Top Replied-To in G9:
@rasacs
@uofazsurgery
@jasosamd
@ishwariamd
@slbscifi

Top Replied-To in G10:
@mis_christian
@amcollsurgeons

Top Mentioned
Top Mentioned in Entire Graph:
@amcollsurgeons
@womensurgeons
@rasacs
@acstrauma
@pferrada1
@pturnermd
@tomvarghesejr
@academicsurgery
@josephsakran
@swexner

Top Mentioned in G1:
@amcollsurgeons
@rasacs
@womensurgeons
@pferrada1
@pturnermd
@tomvarghesejr
@academicsurgery
@acstrauma
@swexner
@afifkulaylat

Top Mentioned in G2:
@amcollsurgeons
@womensurgeons
@rasacs
@tulane_surgery
@latinosurgery
@ecubrodysom
@floridaacs
@keckmedusc
@otoubat
@pturnermd

Top Mentioned in G3:
@amcollsurgeons
@acstrauma
@womensurgeons
@umichsurgery
@stewartr84
@academicsurgery
@rasacs
@tomvarghesejr
@josephsakran
@surginfxsoc

Top Mentioned in G4:
@amcollsurgeons
@womensurgeons
@harvardpgssc
@sherrywren
@uabsurgery
@rasacs
@atul_gawande
@stanfordsurgery
@herbchen
@gsurgstudents

Top Mentioned in G5:
@amcollsurgeons
@womensurgeons
@rasacs
@logghemd
@tomvarghesejr
@ccfsurgery
@aecirujanos
@pferrada1
@shannonrwatts
@docsdemand

Top Mentioned in G6:
@amcollsurgeons
@pferrada1
@womensurgeons
@ascolcirugia
@lilitorregrosaa
@cirugiau
@upbcolombia
@rasacs
@pturnermd

Top Mentioned in G7:

Top Mentioned in G8:
@acog

Top Mentioned in G9:
@amcollsurgeons
@topknife_b
@uofazsurgery
@rasacs
@kamil_hanna
@bcm_surgery
@rmvera
@_marcushoffman

Top Mentioned in G10:
@amcollsurgeons
@wbamcarmymed
@muscsurgery
@csatsinc
@washubariatric
@jnjinstitute
@jcalverdy
@arghavan_salles
@womensurgeons
@washusurgery

Top Tweeters
Top Tweeters in Entire Graph:
@s9tmt
@lopezgovlaw
@delta
@southwestair
@mccarrenbill
@chilhon2016lap
@stevejacksonva
@jainpankajkasan
@kharyp
@nytimes

Top Tweeters in G1:
@s9tmt
@delta
@southwestair
@stevejacksonva
@nytimes
@natricer
@kathyfisher10
@aircanada
@drumeshprabhu
@lugwaja

Top Tweeters in G2:
@vievararosel
@saludhealthinfo
@vicentelozadab
@susanadeleonmd
@doctormao
@iquitsmokingcig
@witchygal1963
@kenzeroharm
@donnayoungdc
@atipak

Top Tweeters in G3:
@passarelliallan
@vernapolitics
@alaskaair
@drferdowsi
@tomvarghesejr
@stefanoppk
@6f6e5ba6bdc34ae
@williamjcarvill
@metrotrains
@misterchambo

Top Tweeters in G4:
@lopezgovlaw
@815wrldtrvlr
@omi_082
@veritasever
@parvez1
@gabrielsanmx
@monitor_ph
@coolmentoring
@hyhutriangle
@cl2empower

Top Tweeters in G5:
@chilhon2016lap
@kharyp
@heysyd
@c1christine
@wordfinga
@trisha_the_doc
@a_w_h_i_u
@cvmjeon
@whyohwhyfather
@kirkchris

Top Tweeters in G6:
@surgicalcaps
@leaderrepeater
@garbieregina
@udecaldas
@upbcolombia
@jynnthao
@justryzeh
@juanjimenez79
@magdalenasalced
@puentesfabi

Top Tweeters in G7:
@ems_information
@gorskon
@luismiel
@chandrakalle
@milkriver18
@angrydomo
@anygabybr
@locumtenens_com
@surgerychick
@comphealth

Top Tweeters in G8:
@angela_fc_cf
@sprachgefuuhl
@antonoso
@balmore_revelo
@kaeell3
@almagoch
@zombienietzsche
@ansolorzano
@rugidosdeleon
@papadzulazo

Top Tweeters in G9:
@thehowie
@weldeiry
@amyhdeekenmd
@amermedicalassn
@thomas1973
@ohiostate
@aacr
@ucla
@mav_jav
@juliesilvermd

Top Tweeters in G10:
@hubbucket
@drquinncapers4
@rebgross
@22bvtemps
@colivart
@patsfanhertzy
@wrfseattle
@betans76
@clancyclark
@faisalabufalgha


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