#ACSCC19, Twitter, 10/26/2019 5:23:42 PM, 214386


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#ACSCC19_2019-10-26_10-15-47.xlsx
#ACSCC19_2019-10-26_10-15-47.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 26, 2019
Short Description:
#ACSCC19 via NodeXL http://bit.ly/2Nj2KY9
@amcollsurgeons
@womensurgeons
@tomvarghesejr
@latinosurgery
@swexner
@rasacs
@stanfordsurgery
@ucsfsurgery
@pferrada1
@juanph19

Top hashtags:
#acscc19
#aws2019
#globalsurgery
#sanfrancisco
#ilooklikeasurgeon

Description:
Description
The graph represents a network of 565 Twitter users whose recent tweets contained "#ACSCC19", 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, 26 October 2019 at 17:16 UTC.

The tweets in the network were tweeted over the 9-day, 0-hour, 45-minute period from Thursday, 17 October 2019 at 16:30 UTC to Saturday, 26 October 2019 at 17:15 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 : 565
Unique Edges : 1478
Edges With Duplicates : 951
Total Edges : 2429
Self-Loops : 110
Reciprocated Vertex Pair Ratio : 0.0742544126597687
Reciprocated Edge Ratio : 0.138243626062323
Connected Components : 35
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 504
Maximum Edges in a Connected Component : 2342
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.920017
Graph Density : 0.00553881880374066
Modularity : 0.464108
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 565 Twitter users whose recent tweets contained "#ACSCC19", 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, 26 October 2019 at 17:16 UTC.

The tweets in the network were tweeted over the 9-day, 0-hour, 45-minute period from Thursday, 17 October 2019 at 16:30 UTC to Saturday, 26 October 2019 at 17:15 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 : #ACSCC19
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:
[10] https://www.facs.org/clincon2019/attendee-info
[7] https://www.facs.org/media/press-releases/2019/cc2019102419
[7] https://www.facs.org/clincon2019
[6] https://www.acsccnews.org/15-things-to-know-before-you-go/
[4] https://www.facs.org/clincon2019/resources/acs-theatre
[3] https://www.facs.org/find-a-session/session/18000
[3] https://www.acsccnews.org/whats-happening-in-the-exhibit-hall/
[3] https://twitter.com/AmCollSurgeons/status/1187058605310103553
[3] https://www.facs.org/-/media/files/ogb/cc2019_ogb_events.ashx
[3] https://twitter.com/UCSFSurgery/status/1187106101847740416

Top URLs in Tweet in G1:
[2] https://twitter.com/heatheryeomd/status/1188113612730093568
[2] http://awspodcasts.libsyn.com/website/aws-2019-conference-preview-sculpting-our-future
[1] https://twitter.com/heatheryeomd/status/1187679859742560257
[1] https://twitter.com/lillianerdahlmd/status/1187731925647032321
[1] https://twitter.com/susieqp8/status/1188129673399562241
[1] https://www.latinosurgicalsociety.org/
[1] https://blog.womensurgeons.org/mentorship/leading-by-example/
[1] https://www.facs.org/find-a-session/session/17320
[1] https://mindfulsurgeon.ucsf.edu
[1] https://www.facs.org/find-a-session/session/17415

Top URLs in Tweet in G2:
[6] https://www.facs.org/clincon2019/attendee-info
[5] https://www.facs.org/media/press-releases/2019/cc2019102419
[4] https://www.acsccnews.org/15-things-to-know-before-you-go/
[4] https://www.facs.org/clincon2019
[3] https://www.facs.org/clincon2019/resources/acs-theatre
[3] https://www.facs.org/find-a-session/session/18000
[2] https://www.facs.org/publications/newsscope/101819/opportunities#CCclinicaltrials
[2] http://bulletin.facs.org/2019/10/surgeons-honored-for-volunteerism-and-humanitarianism-3/
[2] https://www.acsccnews.org/whats-happening-in-the-exhibit-hall/
[2] https://www.facs.org/clincon2019/education/sci-forum

Top URLs in Tweet in G3:
[3] https://www.facs.org/clincon2019
[2] https://twitter.com/SWexner/status/1185999976410824707
[1] https://twitter.com/trevorhunt_ecu/status/1187059852926836736
[1] https://www.facs.org/clincon2019/hotel/shuttle
[1] https://www.facs.org/
[1] https://twitter.com/intuitivesurg/status/1187047320451461126
[1] https://twitter.com/minervies/status/1187771609223979008
[1] https://twitter.com/amcollsurgeons/status/1187821569663524875
[1] https://twitter.com/tomvarghesejr/status/1187868001262899200
[1] https://twitter.com/cirbosque/status/1188129216539299842

Top URLs in Tweet in G4:
[3] https://www.facs.org/-/media/files/ogb/cc2019_ogb_events.ashx
[2] https://twitter.com/gttefera/status/1184856371742855168
[1] https://www.facs.org/member-services/initiates
[1] https://www.youtube.com/watch?v=qPIDKKU9DHU&feature=youtu.be

[1] https://twitter.com/AmBdSurg/status/1186625768039878657
[1] http://www.absurgery.org/default.jsp?news_workshops1019
[1] https://www.acsccnews.org/surgical-advancement-begins-at-clinical-congress/?
[1] https://www.facs.org/clincon2019/resources/acs-theatre
[1] https://www.facs.org/media/press-releases/2019/cc2019102419
[1] https://www.facs.org/clincon2019/attendee-info

Top URLs in Tweet in G5:
[1] https://twitter.com/AmCollSurgeons/status/1187506581337989120

Top URLs in Tweet in G6:
[2] https://twitter.com/AmCollSurgeons/status/1187058605310103553
[1] https://info.practicelink.com/2019-inperson?utm_campaign=2019%20Specialty%20Conferences&utm_term=ACS&utm_content=103819526&utm_medium=social&utm_source=twitter&hss_channel=tw-105507225
[1] https://www.amazon.com/Operation-Health-Surgical-Developing-World-dp-1421416697/dp/1421416697/
[1] https://hotelunionsquaresf.reztrip.com/classic/en/special_offer?rate_code=TWEET
[1] http://www.simbionix.com/
[1] http://fal.cn/4Tag

Top URLs in Tweet in G7:
[1] https://twitter.com/tomvarghesejr/status/1188137512654364673
[1] https://twitter.com/tomvarghesejr/status/1188122421309493248
[1] https://twitter.com/amcollsurgeons/status/1188134538708430849
[1] https://twitter.com/WomenSurgeons/status/1185635453937938432

Top URLs in Tweet in G8:
[1] https://twitter.com/dremamaullee/status/1185581928272912384
[1] https://twitter.com/DrGolfShirt/status/1186107417869934593

Top URLs in Tweet in G9:
[1] https://www.facs.org/clincon2019/attendee-info

Top URLs in Tweet in G10:
[1] https://twitter.com/CSPH_BWH/status/1187381491833065472

Top Domains
Top Domains in Tweet in Entire Graph:
[62] facs.org
[54] twitter.com
[18] acsccnews.org
[4] youtube.com
[2] libsyn.com
[2] radian6.com
[2] transenterix.com
[2] stanford.edu
[2] surgethics.org
[1] nytimes.com

Top Domains in Tweet in G1:
[12] twitter.com
[7] facs.org
[2] libsyn.com
[1] latinosurgicalsociety.org
[1] womensurgeons.org
[1] ucsf.edu
[1] acsccnews.org
[1] ymaws.com

Top Domains in Tweet in G2:
[37] facs.org
[14] acsccnews.org
[13] twitter.com
[2] stanford.edu
[2] transenterix.com
[1] youtube.com
[1] instagram.com
[1] scanlaninternational.com
[1] surgethics.org

Top Domains in Tweet in G3:
[8] twitter.com
[6] facs.org
[1] lww.com
[1] nytimes.com
[1] acsccnews.org

Top Domains in Tweet in G4:
[8] facs.org
[3] twitter.com
[1] youtube.com
[1] absurgery.org
[1] acsccnews.org

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

Top Domains in Tweet in G6:
[2] twitter.com
[1] practicelink.com
[1] amazon.com
[1] reztrip.com
[1] simbionix.com
[1] fal.cn

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

Top Domains in Tweet in G8:
[2] twitter.com

Top Domains in Tweet in G9:
[1] facs.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[550] acscc19
[114] aws2019
[30] globalsurgery
[18] sanfrancisco
[18] ilooklikeasurgeon
[12] rasglobalsurgery
[12] aasfc
[9] surgery
[8] genderdisparities
[8] branding



Top Hashtags in Tweet in G1:
[137] acscc19
[98] aws2019
[14] ilooklikeasurgeon
[11] aasfc
[8] genderdisparities
[8] sculptingourfuture
[8] branding
[5] medstudents
[5] whyiaws
[5] lssatacs

Top Hashtags in Tweet in G2:
[144] acscc19
[14] globalsurgery
[8] rasglobalsurgery
[7] surgicalmetrics
[5] senhance
[4] transenterix
[4] cleancision
[3] sanfrancisco
[3] digitallaparoscopy
[3] evolvingmis

Top Hashtags in Tweet in G3:
[56] acscc19
[5] platelet
[5] noplatelet
[5] askjurgis
[3] acscc18
[2] cc19selfie
[2] futuresurgeonswhoselfie
[2] some4iqlatam
[2] some4surgery
[2] some4surgicaleducation

Top Hashtags in Tweet in G4:
[32] acscc19
[9] globalsurgery
[2] rasglobalsurgery
[1] hmh
[1] ogb
[1] aws2019
[1] facs
[1] wellness
[1] dc02
[1] essentialsurgery

Top Hashtags in Tweet in G5:
[23] acscc19
[9] sanfrancisco
[8] elsevier
[4] surgery
[1] surgicaleducation
[1] burnout
[1] globalsurgery
[1] rasglobalsurgery
[1] englishmanabroad
[1] surgonc

Top Hashtags in Tweet in G6:
[21] acscc19
[2] globalsurgery
[2] attendees
[2] sanfrancisco
[2] hotel
[2] specialoffer
[1] physicanrecruiters
[1] practicelink25yrs
[1] acspib
[1] ethicsinglobalsurgery

Top Hashtags in Tweet in G7:
[35] acscc19
[6] aws2019
[4] colorectalsurgery
[3] acscc2019
[3] colorectalresearch
[2] academicmedicine
[2] some
[2] wearwhitetounite
[1] nextgen
[1] diversityandinclusion

Top Hashtags in Tweet in G8:
[8] acscc19
[3] texas
[2] aws2019
[1] medtwitter
[1] dustsharpenssteel

Top Hashtags in Tweet in G9:
[2] acscc19

Top Hashtags in Tweet in G10:
[2] acscc19
[1] sanfrancisco

Top Words
Top Words in Tweet in Entire Graph:
[778] Words in Sentiment List#1: Positive
[226] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[20561] Non-categorized Words
[21565] Total Words
[806] #acscc19
[304] amcollsurgeons
[221] #aws2019
[217] womensurgeons
[142] clinical

Top Words in Tweet in G1:
[303] #acscc19
[196] #aws2019
[194] womensurgeons
[88] amcollsurgeons
[63] #ilooklikeasurgeon
[43] academicsurgery
[43] out
[42] meeting
[40] latinosurgery
[37] annual

Top Words in Tweet in G2:
[183] #acscc19
[87] amcollsurgeons
[75] clinical
[73] congress
[29] surgery
[28] week
[25] 29
[25] san
[24] francisco
[22] news

Top Words in Tweet in G3:
[65] #acscc19
[44] amcollsurgeons
[17] surgeonsvoice
[16] 10
[15] more
[15] tuesday
[14] 30
[14] academicsurgery
[12] acstrauma
[12] know

Top Words in Tweet in G4:
[48] #acscc19
[15] surgery
[14] join
[13] more
[13] global
[13] opportunity
[13] drrayprice
[13] mamtaswa
[13] emakasa
[13] pturnermd

Top Words in Tweet in G5:
[25] #acscc19
[18] great
[16] amcollsurgeons
[15] days
[12] looking
[12] forward
[12] meeting
[12] excited
[12] san
[12] francisco

Top Words in Tweet in G6:
[21] #acscc19
[6] congress
[5] clinical
[4] acs
[4] surgical
[3] week
[3] t
[3] out
[3] attend
[3] s

Top Words in Tweet in G7:
[38] #acscc19
[30] amcollsurgeons
[25] columbiacrs
[25] columbiasurgery
[25] #colorectalsurgery
[23] 10
[22] mark
[22] calendars
[22] debby_keller
[20] surgery

Top Words in Tweet in G8:
[11] #acscc19
[7] san
[7] francisco
[5] see
[5] next
[5] week
[4] amcollsurgeons
[4] utgensurgery
[4] traumamgh
[4] mghsurgery

Top Words in Tweet in G9:
[3] #acscc19
[2] safe
[2] travels
[2] residents
[2] faculty
[2] heading
[2] amcollsurgeons
[2] excited
[2] great
[2] meeting

Top Words in Tweet in G10:
[3] looking
[3] forward
[3] #acscc19
[2] seeing
[2] great
[2] work
[2] csph_bwh
[2] cherylzogg
[2] juanph19
[2] elzeriedj

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[143] #aws2019,#acscc19
[132] clinical,congress
[99] amcollsurgeons,#acscc19
[87] san,francisco
[62] looking,forward
[46] #acscc19,tuesday
[46] tuesday,10
[45] amcollsurgeons,clinical
[38] 10,29
[36] #acscc19,#aws2019

Top Word Pairs in Tweet in G1:
[128] #aws2019,#acscc19
[32] #acscc19,#aws2019
[31] looking,forward
[25] womensurgeons,#aws2019
[25] amcollsurgeons,#acscc19
[24] womensurgeons,annual
[24] annual,meeting
[24] womensurgeons,latinosurgery
[24] upcoming,#acscc19
[23] clinical,congress

Top Word Pairs in Tweet in G2:
[73] clinical,congress
[24] san,francisco
[23] amcollsurgeons,clinical
[20] science,news
[20] amcollsurgeons,#acscc19
[17] tuesday,october
[17] october,29
[15] #acscc19,amcollsurgeons
[14] thinking,specializing
[14] specializing,colorectal

Top Word Pairs in Tweet in G3:
[15] #acscc19,tuesday
[15] tuesday,10
[14] academicsurgery,amcollsurgeons
[12] amcollsurgeons,pittsurgery
[10] know,more
[7] clinical,congress
[7] 10,29
[7] macky_neal,womensurgeons
[7] womensurgeons,academicsurgery
[7] pittsurgery,surgeonsvoice

Top Word Pairs in Tweet in G4:
[13] drrayprice,mamtaswa
[13] mamtaswa,emakasa
[13] pturnermd,bnwomeh
[13] bnwomeh,sudhapjay
[13] sudhapjay,acspastprez98
[13] acspastprez98,henrifordmd
[13] henrifordmd,harvardpgssc
[11] operation,giving
[11] giving,back
[10] join,operation

Top Word Pairs in Tweet in G5:
[12] looking,forward
[12] san,francisco
[11] #acscc19,amcollsurgeons
[8] days,away
[8] away,#acscc19
[8] #acscc19,excited
[8] excited,san
[8] francisco,great
[8] great,deals
[8] deals,#elsevier

Top Word Pairs in Tweet in G6:
[5] clinical,congress
[3] acs,clinical
[3] san,francisco
[2] next,week
[2] give,warm
[2] warm,welcome
[2] welcome,#attendees
[2] #sanfrancisco,shall
[2] shall,need
[2] need,#hotel

Top Word Pairs in Tweet in G7:
[27] amcollsurgeons,#acscc19
[25] columbiacrs,columbiasurgery
[22] mark,calendars
[22] calendars,amcollsurgeons
[19] colon,rectal
[19] rectal,surgery
[14] #colorectalsurgery,#colorectalresearch
[14] mon,10
[14] 10,28
[14] 28,2

Top Word Pairs in Tweet in G8:
[7] san,francisco
[5] next,week
[4] traumamgh,mghsurgery
[4] mghsurgery,rusmalumni
[3] total,#texas
[3] #texas,moment
[3] moment,assistant
[3] assistant,vacation
[3] vacation,fill
[3] fill,contact

Top Word Pairs in Tweet in G9:
[2] safe,travels
[2] travels,residents
[2] residents,faculty
[2] faculty,heading
[2] heading,amcollsurgeons
[2] amcollsurgeons,#acscc19
[2] #acscc19,excited
[2] excited,great
[2] great,meeting
[2] meeting,rainqueenlg

Top Word Pairs in Tweet in G10:
[3] looking,forward
[2] forward,seeing
[2] seeing,great
[2] great,work
[2] work,csph_bwh
[2] csph_bwh,cherylzogg
[2] cherylzogg,juanph19
[2] juanph19,elzeriedj
[2] elzeriedj,manuelcastillmd
[2] manuelcastillmd,dannymoumd

Top Replied-To
Top Replied-To in Entire Graph:
@amcollsurgeons
@pmartinezmd
@danatelem
@alesisurgical
@ucsfvascular
@gttefera
@bkendallmd
@vectorsurgical
@ucsf
@lfischer224103

Top Replied-To in G1:
@pmartinezmd
@danatelem
@ucsfvascular
@ucsf
@lfischer224103
@mayababumd
@minervies
@susieqp8
@dremamaullee

Top Replied-To in G2:
@amcollsurgeons
@nick_andrews__
@rasacs
@docmartin22

Top Replied-To in G3:
@amcollsurgeons
@aberndtson
@josephsakran

Top Replied-To in G4:
@gttefera

Top Replied-To in G5:
@iainid

Top Replied-To in G7:
@amcollsurgeons

Top Replied-To in G8:
@bkendallmd

Top Replied-To in G10:
@csph

Top Mentioned
Top Mentioned in Entire Graph:
@amcollsurgeons
@womensurgeons
@academicsurgery
@latinosurgery
@rasacs
@jasosamd
@columbiacrs
@columbiasurgery
@carlapughmdphd
@ucsfsurgery

Top Mentioned in G1:
@womensurgeons
@amcollsurgeons
@academicsurgery
@latinosurgery
@jasosamd
@carlapughmdphd
@slsteinmd1
@ucsfsurgery
@danatelem
@parc55hotel

Top Mentioned in G2:
@amcollsurgeons
@rasacs
@acsinterntl
@emergencydocs
@acstrauma
@jamcollsurg
@charlotteariyan
@sloan_kettering
@womensurgeons
@ameracadpeds

Top Mentioned in G3:
@amcollsurgeons
@surgeonsvoice
@academicsurgery
@acstrauma
@upmc
@macky_neal
@pittsurgery
@womensurgeons
@jjasonsperrymd
@ncsurgeons

Top Mentioned in G4:
@drrayprice
@mamtaswa
@emakasa
@pturnermd
@bnwomeh
@sudhapjay
@acspastprez98
@henrifordmd
@harvardpgssc
@johnmeara

Top Mentioned in G5:
@amcollsurgeons
@luke__hopkins
@dr_chris_brown
@daverobinson90
@powarg07
@clinicsreviews
@surgicalclinics
@researchwelsh
@chftnhs
@aec_network

Top Mentioned in G7:
@amcollsurgeons
@columbiacrs
@columbiasurgery
@debby_keller
@reif_thais
@me4_so
@carlapughmdphd
@sts_ctsurgery
@somedocs
@raphaelhousesf

Top Mentioned in G8:
@amcollsurgeons
@utgensurgery
@mit
@traumamgh
@mghsurgery
@rusmalumni
@ttuhscsurgery
@rasacs

Top Mentioned in G9:
@amcollsurgeons
@rainqueenlg
@mirajuanc
@joshuascarson
@cjmannmd
@drrmthomas
@gru6n
@brakenridge_md
@p_underwood21
@md_mohr

Top Mentioned in G10:
@csph_bwh
@cherylzogg
@juanph19
@elzeriedj
@manuelcastillmd
@dannymoumd
@pamelalu
@amcollsurgeons

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@juliomayol
@tomvarghesejr
@celestinogutirr
@healthpolicygrp
@kickbraintumors
@goodwomenhealth
@un
@rasushrestha
@kimpton

Top Tweeters in G1:
@tomvarghesejr
@healthpolicygrp
@kickbraintumors
@drmlb
@carriesims20
@arghavan_salles
@womensurgeons
@chriscarrollmd
@healthtypes
@lisafieldsms

Top Tweeters in G2:
@rasushrestha
@drsandvika
@meganranney
@eclinicaltrial
@amcollsurgeons
@bisturitx
@sloan_kettering
@acepnow
@drfatihavsar
@lvselbs

Top Tweeters in G3:
@juliomayol
@swexner
@shannonboles
@carocirujano
@josephsakran
@pferrada1
@cirbosque
@profdemartines
@elfasaco
@diegosierrab

Top Tweeters in G4:
@un
@who
@pennsthershey
@gatesfoundation
@globalsurg
@bnwomeh
@johnmeara
@keepark
@drrayprice
@pturnermd

Top Tweeters in G5:
@americanair
@celestinogutirr
@chftnhs
@asgbi
@powarg07
@clinicsreviews
@mrrjegan
@aec_network
@surgicalclinics
@welshbarbers

Top Tweeters in G6:
@runswatmdrun
@wendellgmilesmd
@wtfboxedraisins
@mariacapellan
@simbionixusa
@practicelink
@surgeryhealth
@hoteldivasf
@hotelunionsq
@hamed_os

Top Tweeters in G7:
@columbiasurgery
@davidcookemd
@somedocs
@vblush
@gianlucapellino
@colo_research
@me4_so
@debby_keller
@alanhawxbymd
@et_nurse

Top Tweeters in G8:
@mit
@peoplemechanic
@dissanaikemd
@utully13
@mghsurgery
@2023drmeowmeow
@bkendallmd
@traumamgh
@rusmalumni
@utgensurgery

Top Tweeters in G9:
@ufhealth
@gru6n
@brakenridge_md
@ufsurgery
@drrmthomas
@p_underwood21
@rainqueenlg
@mirajuanc
@joshuascarson
@md_mohr

Top Tweeters in G10:
@adilhaidermd
@csph_bwh
@pamelalu
@juanph19
@manuelcastillmd
@elzeriedj
@srf_aku
@dannymoumd
@csph


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