#SoMe4Surgery, Twitter, 5/31/2019 12:31:55 AM, 198587


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#SoMe4Surgery_2019-05-30_17-06-46.xlsx
#SoMe4Surgery_2019-05-30_17-06-46.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 31, 2019
Short Description:
#SoMe4Surgery via NodeXL http://bit.ly/2KdthWQ
@juliomayol
@cirbosque
@pipecabrerav
@swexner
@lillianerdahlmd
@me4_so
@alaael_hussuna
@colorectal_jay
@gae_gallo
@luissanchezglln

Top hashtags:
#some4surgery
#ddw19
#ssat19
#ilooklikeasurgeon
#heforshe

Description:
Description
The graph represents a network of 757 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 Friday, 31 May 2019 at 00:18 UTC.

The tweets in the network were tweeted over the 9-day, 18-hour, 36-minute period from Tuesday, 21 May 2019 at 05:02 UTC to Thursday, 30 May 2019 at 23:38 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 : 757
Unique Edges : 1953
Edges With Duplicates : 3763
Total Edges : 5716
Self-Loops : 136
Reciprocated Vertex Pair Ratio : 0.0697986577181208
Reciprocated Edge Ratio : 0.130489335006274
Connected Components : 19
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 712
Maximum Edges in a Connected Component : 5667
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.270069
Graph Density : 0.00417793713698601
Modularity : 0.271844
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[19] https://twitter.com/AmCollSurgeons/status/1082456990260043776
[16] https://www.eventbrite.es/e/some4surgery-summit-tickets-55302891437
[5] https://twitter.com/mdtsome4/status/1131969825830391808
[5] https://twitter.com/iclinicomadrid/status/1132956838956273664
[5] https://twitter.com/Nimeri_MD/status/1131351125863608321
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197876
[5] https://twitter.com/medscapegastro/status/1130997958424637446
[4] https://twitter.com/gmacscotland/status/1131803667772911616
[4] https://twitter.com/asmbs/status/1133056491563474945
[4] https://twitter.com/AnnalsofSurgery/status/1132270092601839617

Top URLs in Tweet in G1:
[15] https://www.eventbrite.es/e/some4surgery-summit-tickets-55302891437
[11] https://twitter.com/AmCollSurgeons/status/1082456990260043776
[5] https://twitter.com/medscapegastro/status/1130997958424637446
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197876
[5] https://twitter.com/iclinicomadrid/status/1132956838956273664
[4] https://twitter.com/gmacscotland/status/1131803667772911616
[4] https://twitter.com/mdtsome4/status/1131969825830391808
[4] https://www.youtube.com/watch?v=HbrPPnb6rFE&feature=youtu.be

[3] https://twitter.com/DanPopowichMD/status/1132648086176772099
[3] https://twitter.com/EMARIANOMD/status/1133814402438782977

Top URLs in Tweet in G2:
[5] https://twitter.com/AmCollSurgeons/status/1082456990260043776
[3] https://twitter.com/BattersbyNick/status/1132187330717114368
[2] https://docs.google.com/document/d/1mG4hqBixvo-4OowxUapELpOQQCW-GcKRCm7PMiHQgkE/edit?usp=sharing
[2] https://www.vithasinternacional.com/cirugia-de-tiroides-cuando-es-necesaria/
[2] https://twitter.com/AnnalsofSurgery/status/1132270092601839617
[1] https://onlinelibrary.wiley.com/doi/10.1111/codi.14719/epdf?shared_access_token=HSU20l4tuH23l4Zj3hh3GIta6bR2k8jH0KrdpFOxC668oX4k3mIhP5PR23R3GbLruetzzU61Z6WA6jy-O5OlxoYEpHD3MAnuTfmGVWXYv0_CC8O8a_HrN-97RwQgc7vcsj6tDfIXbaaBLtTWByf_CgQIGMkZN9Ej4PwsVfU2Ois%3D
[1] https://jnjemea.showpad.com/share/uhqQf9LI8IXFPa5uauthA
[1] https://link.springer.com/article/10.1007/s00423-017-1646-x
[1] http://sis-e.org
[1] https://twitter.com/AnnalsofSurgery/status/1125372127815843840

Top URLs in Tweet in G3:
[2] https://twitter.com/AmCollSurgeons/status/1082456990260043776
[2] https://twitter.com/cirbosque/status/1133136541520486402
[2] https://twitter.com/julianita206/status/1133343339972046848
[2] https://twitter.com/diegosierrab/status/1131570763339915264
[1] https://twitter.com/abrahambet/status/1131705183820570624
[1] https://twitter.com/Sebasti19059022/status/1131214477473587200
[1] https://twitter.com/Cirbosque/status/1130535216991354884
[1] https://twitter.com/abrahambet/status/1131405075736387590
[1] https://twitter.com/lilitorregrosaa/status/1133322740973355010
[1] https://www.eventbrite.es/e/some4surgery-summit-tickets-55302891437

Top URLs in Tweet in G4:
[2] https://twitter.com/SamAtallahMD/status/1132388899261755392
[2] http://ls.amegroups.com/article/view/5143/html
[2] http://ls.amegroups.com/article/view/5132/html
[1] https://www.ncbi.nlm.nih.gov/m/pubmed/19326450/
[1] https://twitter.com/hpbsurgeon1/status/1132532084889665537
[1] https://twitter.com/yourfavkhan/status/983060023336108032?s=12
[1] https://linkinghub.elsevier.com/retrieve/pii/S2237936316000022
[1] https://twitter.com/wkethman/status/1131911551743488002

Top URLs in Tweet in G5:
[4] https://twitter.com/Nimeri_MD/status/1131351125863608321
[2] https://twitter.com/asmbs/status/1133056491563474945
[1] https://twitter.com/abrahambet/status/1131705183820570624
[1] https://elpais.com/deportes/2019/05/27/actualidad/1558971137_291375.html?id_externo_rsoc=FB_MX_CM
[1] https://twitter.com/maherelchaar/status/1134090418650591233
[1] https://twitter.com/rvcohen/status/1133823540988469248
[1] https://twitter.com/drsumeetshah/status/1133211480361275393
[1] https://twitter.com/zahertoumi/status/1133706097913663488
[1] https://twitter.com/nimeri_md/status/1134093254092369921
[1] https://twitter.com/annalsofsurgery/status/1132330488029274112

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=n_FkOXKpfnU&feature=youtu.be

[1] https://twitter.com/ACPGBI/status/1132747054831362056
[1] https://twitter.com/AmCollSurgeons/status/1082456990260043776

Top URLs in Tweet in G7:
[2] https://www.surveymonkey.com/r/KFH8BMV
[1] https://twitter.com/academicsurgery/status/1133093012270006272
[1] https://twitter.com/TomVargheseJr/status/1132419292522274817

Top URLs in Tweet in G8:
[1] https://twitter.com/JacquelynCorley/status/1132323472376520704

Top URLs in Tweet in G9:
[1] https://twitter.com/enenbee/status/1132390566342385664?s=19

Top URLs in Tweet in G10:
[1] https://www.teachmesurgery.com/urology/presentations/scrotal-lumps/
[1] https://tiny.cc/ukiredocs
[1] https://twitter.com/FITWITMD/status/1131610228280233989
[1] http://pie.med.utoronto.ca/TVASurg/project/exvivo_167resection/
[1] https://ir.shareaholic.com/e?a=1&u=https://blogs.bmj.com/bmj/2019/05/21/pallavi-bradshaw-accepting-error-in-an-imperfect-system/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1

Top Domains
Top Domains in Tweet in Entire Graph:
[172] twitter.com
[16] eventbrite.es
[7] youtube.com
[5] nodexlgraphgallery.org
[4] sagepub.com
[4] wiley.com
[4] amegroups.com
[3] springer.com
[2] elpais.com
[2] vithasinternacional.com

Top Domains in Tweet in G1:
[110] twitter.com
[15] eventbrite.es
[5] nodexlgraphgallery.org
[5] youtube.com
[2] wiley.com
[1] lww.com
[1] medscape.com
[1] jamanetwork.com
[1] sagepub.com

Top Domains in Tweet in G2:
[16] twitter.com
[2] wiley.com
[2] google.com
[2] herniasurgery.es
[2] vithasinternacional.com
[1] showpad.com
[1] springer.com
[1] sis-e.org
[1] aischannel.com
[1] youtube.com

Top Domains in Tweet in G3:
[19] twitter.com
[1] eventbrite.es
[1] elpais.com
[1] biomedcentral.com

Top Domains in Tweet in G4:
[5] twitter.com
[4] amegroups.com
[1] nih.gov
[1] elsevier.com

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

Top Domains in Tweet in G6:
[2] twitter.com
[1] youtube.com

Top Domains in Tweet in G7:
[2] surveymonkey.com
[2] twitter.com

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

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

Top Domains in Tweet in G10:
[1] teachmesurgery.com
[1] tiny.cc
[1] twitter.com
[1] utoronto.ca
[1] shareaholic.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[771] some4surgery
[96] ddw19
[88] ssat19
[69] ilooklikeasurgeon
[63] heforshe
[39] colorectalsurgery
[30] quickcase
[27] bjsconnect
[24] some
[24] opensourceresearch



Top Hashtags in Tweet in G1:
[318] some4surgery
[87] ddw19
[81] ssat19
[25] bjsconnect
[14] surgicalresearch
[12] some
[12] surgicaltechnology
[10] plasticsurgery
[9] secpre2019
[6] burntout

Top Hashtags in Tweet in G2:
[74] some4surgery
[28] colorectalsurgery
[19] masterlaparoscopiaumh
[15] opensourceresearch
[12] quickcase
[9] some
[8] colorectalresearch
[7] surgicaleducation
[7] causa
[7] pelvicfloormonth

Top Hashtags in Tweet in G3:
[208] some4surgery
[60] ilooklikeasurgeon
[58] heforshe
[11] quickcase
[3] globalsurgeryday2019
[3] globalsurgery
[3] globalsurgeryday
[2] genderequality
[2] womenpower
[2] womeninmedicine

Top Hashtags in Tweet in G4:
[38] some4surgery
[11] eod2019
[8] fluorescence
[8] amsterdam
[6] eod
[4] globalsurgery
[4] colorectalsurgery
[4] medtronictr
[3] surgery
[3] opensourceresearch

Top Hashtags in Tweet in G5:
[54] some4surgery
[10] sleevegastrectomy
[9] ilooklikeasurgeon
[8] some4bariatrics
[5] heforshe
[4] alcoholabuse
[2] quickcase
[2] masterlaparoscopiaumh
[2] opensourceresearch
[1] genderequality

Top Hashtags in Tweet in G6:
[35] some4surgery
[4] quickcase
[3] globalsurgeryday2019
[3] globalsurgery
[3] globalsurgeryday
[1] endotrainer
[1] casero
[1] genderequality

Top Hashtags in Tweet in G7:
[14] medtwitter
[6] some4surgery
[4] surgtweeting
[2] surged
[2] aaschat
[2] leadership
[1] mentorship
[1] teaching
[1] somedocs

Top Hashtags in Tweet in G8:
[1] globalsurgery
[1] cirugíaglobal
[1] some4surgery

Top Hashtags in Tweet in G9:
[2] some4surgery
[1] globalsurgeryday2019
[1] globalsurgery
[1] globalsurgeryday
[1] ddw19

Top Hashtags in Tweet in G10:
[9] some4surgery
[2] foamed
[1] urology
[1] safesurgery
[1] shemd
[1] smartdr
[1] somedocs
[1] surged
[1] surgery
[1] surgerysaves

Top Words
Top Words in Tweet in Entire Graph:
[436] Words in Sentiment List#1: Positive
[220] Words in Sentiment List#2: Negative
[16] Words in Sentiment List#3: Angry/Violent
[22775] Non-categorized Words
[23431] Total Words
[771] #some4surgery
[509] juliomayol
[306] cirbosque
[302] swexner
[216] misirg1

Top Words in Tweet in G1:
[318] #some4surgery
[195] juliomayol
[87] #ddw19
[81] #ssat19
[59] rebgross
[45] me4_so
[42] ssatnews
[42] ddwmeeting
[41] bjsurgery
[41] poster

Top Words in Tweet in G2:
[74] #some4surgery
[28] #colorectalsurgery
[27] juliomayol
[24] social
[24] media
[24] luissanchezglln
[23] twitter
[22] use
[20] online
[20] 1st

Top Words in Tweet in G3:
[208] #some4surgery
[199] juliomayol
[165] swexner
[149] ascolcirugia
[138] lilitorregrosaa
[128] misirg1
[103] cirbosque
[86] kibbemr
[84] carocirujano
[83] anhanssen

Top Words in Tweet in G4:
[38] #some4surgery
[18] surgery
[15] great
[15] manishchandsurg
[15] alaael_hussuna
[12] meeting
[11] dr
[11] mahirozmen
[11] outcomes
[11] #eod2019

Top Words in Tweet in G5:
[113] cirbosque
[62] swexner
[54] #some4surgery
[43] juliomayol
[39] misirg1
[39] anhanssen
[37] lilitorregrosaa
[33] kibbemr
[30] ascolcirugia
[28] nimeri_md

Top Words in Tweet in G6:
[67] cirbosque
[45] swexner
[38] misirg1
[35] anhanssen
[35] #some4surgery
[33] juliomayol
[29] ascolcirugia
[19] salo75
[19] abrahambet
[17] achalasia

Top Words in Tweet in G7:
[26] residents
[25] attending
[25] registrars
[24] lillianerdahlmd
[15] teaching
[15] mentoring
[14] dear
[14] #medtwitter
[14] muneerakapadia
[14] studying

Top Words in Tweet in G8:
[5] message
[5] clear
[5] investing
[5] women
[5] surgical
[5] workforce
[5] lmic
[5] way
[5] tackle
[5] two

Top Words in Tweet in G9:
[3] cirbosque
[3] dr
[3] drrepifanio
[3] xsaezll
[3] drpichel
[3] drpev
[3] drhomerorod
[3] doctorpanama
[3] drjuliosandoval
[3] algunas

Top Words in Tweet in G10:
[9] #some4surgery
[2] #foamed
[2] space

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[144] juliomayol,swexner
[126] juliomayol,#some4surgery
[114] anhanssen,ascolcirugia
[108] lilitorregrosaa,carocirujano
[107] kibbemr,lilitorregrosaa
[92] carocirujano,juliomayol
[90] swexner,salo75
[89] misirg1,anhanssen
[87] ascolcirugia,swexner
[86] salo75,ssatnews

Top Word Pairs in Tweet in G1:
[57] juliomayol,#some4surgery
[34] #ssat19,#ddw19
[29] #ddw19,#ssat19
[28] me4_so,hpb_so
[27] hpb_so,sthoracics
[25] #some4surgery,#ssat19
[24] #some4surgery,summit
[24] #some4surgery,poster
[23] #some4surgery,#ddw19
[20] #bjsconnect,tweetchat

Top Word Pairs in Tweet in G2:
[24] social,media
[20] online,1st
[20] 1st,impact
[20] impact,social
[20] media,citation
[20] citation,rates
[20] rates,coloproctology
[20] coloproctology,use
[20] use,twitter
[20] twitter,publication

Top Word Pairs in Tweet in G3:
[90] juliomayol,swexner
[76] lilitorregrosaa,carocirujano
[71] kibbemr,lilitorregrosaa
[64] carocirujano,juliomayol
[59] #some4surgery,juliomayol
[55] anhanssen,ascolcirugia
[51] swexner,#some4surgery
[51] swexner,salo75
[50] salo75,ssatnews
[47] #ilooklikeasurgeon,#heforshe

Top Word Pairs in Tweet in G4:
[9] guided,surgery
[8] fantastic,#fluorescence
[8] #fluorescence,guided
[8] surgery,meeting
[8] meeting,hugely
[8] hugely,impressive
[8] impressive,amsskills
[8] amsskills,centre
[8] centre,#amsterdam
[8] #amsterdam,great

Top Word Pairs in Tweet in G5:
[30] juliomayol,swexner
[30] kibbemr,lilitorregrosaa
[29] misirg1,anhanssen
[28] anhanssen,ascolcirugia
[27] ascolcirugia,swexner
[26] lilitorregrosaa,carocirujano
[24] swexner,salo75
[22] salo75,ssatnews
[22] carocirujano,juliomayol
[18] asmbs,ifsosecretariat

Top Word Pairs in Tweet in G6:
[26] anhanssen,ascolcirugia
[18] misirg1,anhanssen
[18] ascolcirugia,swexner
[16] juliomayol,#some4surgery
[15] swexner,salo75
[14] salo75,ssatnews
[11] ssatnews,abrahambet
[11] juliomayol,swexner
[11] #some4surgery,misirg1
[10] #some4surgery,juliomayol

Top Word Pairs in Tweet in G7:
[25] residents,registrars
[15] teaching,mentoring
[15] mentoring,residents
[14] dear,#medtwitter
[14] #medtwitter,muneerakapadia
[14] muneerakapadia,studying
[14] studying,teaching
[14] registrars,attending
[13] lillianerdahlmd,dear
[13] attending,consultan

Top Word Pairs in Tweet in G8:
[5] message,clear
[5] clear,investing
[5] investing,women
[5] women,surgical
[5] surgical,workforce
[5] workforce,lmic
[5] lmic,way
[5] way,tackle
[5] tackle,two
[5] two,critical

Top Word Pairs in Tweet in G9:
[3] drrepifanio,xsaezll
[3] xsaezll,drpichel
[3] drpichel,drpev
[3] drpev,drhomerorod
[3] drhomerorod,doctorpanama
[3] doctorpanama,drjuliosandoval
[3] drjuliosandoval,algunas
[3] algunas,areas
[3] areas,extremamente
[2] gastrocirs,drrepifanio

Top Replied-To
Top Replied-To in Entire Graph:
@juliomayol
@alaael_hussuna
@cochranecollab
@pmartinezmd
@rebgross
@profw_edinsurg
@des_winter
@yorklawlondon
@amirbastawrous
@arghavan_salles

Top Replied-To in G1:
@juliomayol
@draamaldonado
@iclinicomadrid
@des_winter
@profw_edinsurg
@rebgross
@pmartinezmd
@arghavan_salles
@vasurgeons

Top Replied-To in G2:
@littlemissileo
@crs_trials
@yorklawlondon
@e_moggia
@drfrancescopata
@juliomayol

Top Replied-To in G3:
@cochranecollab
@neilhall_uk

Top Replied-To in G4:
@alaael_hussuna
@swexner
@amirbastawrous
@ibdjournal
@marksoliman
@jeremycranemd
@samatallahmd

Top Replied-To in G5:
@aarsaigh

Top Replied-To in G9:
@drrepifanio

Top Mentioned
Top Mentioned in Entire Graph:
@juliomayol
@cirbosque
@swexner
@misirg1
@ascolcirugia
@lilitorregrosaa
@anhanssen
@ssatnews
@kibbemr
@carocirujano

Top Mentioned in G1:
@juliomayol
@rebgross
@me4_so
@bjsurgery
@ssatnews
@hpb_so
@ddwmeeting
@sthoracics
@seiquirurgica

Top Mentioned in G2:
@juliomayol
@luissanchezglln
@colorectaldis
@gae_gallo
@alaael_hussuna
@researchactive
@escp_tweets
@dr_a_sturiale
@balibreajose

Top Mentioned in G3:
@juliomayol
@swexner
@ascolcirugia
@lilitorregrosaa
@misirg1
@cirbosque
@kibbemr
@carocirujano
@anhanssen
@sages_updates

Top Mentioned in G4:
@manishchandsurg
@mahirozmen
@alaael_hussuna
@juliomayol
@amsskills
@swexner
@yorklawlondon
@me4_so
@holubarstefan
@ibd_flomd

Top Mentioned in G5:
@cirbosque
@swexner
@juliomayol
@misirg1
@anhanssen
@lilitorregrosaa
@kibbemr
@ascolcirugia
@nimeri_md
@carocirujano

Top Mentioned in G6:
@cirbosque
@swexner
@misirg1
@anhanssen
@juliomayol
@ascolcirugia
@salo75
@abrahambet
@ssatnews
@sages_updates

Top Mentioned in G7:
@lillianerdahlmd
@muneerakapadia
@juliomayol
@academicsurgery
@cirbosque
@kibbemr
@lilitorregrosaa
@carocirujano
@swexner
@womensu

Top Mentioned in G8:
@sebastianshu
@jacquelyncorley
@eliana_e_kim
@cnn
@cnnee
@harvardpgssc

Top Mentioned in G9:
@cirbosque
@xsaezll
@drpichel
@drpev
@drhomerorod
@doctorpanama
@drjuliosandoval
@gastrocirs
@drrepifanio
@sebca93

Top Tweeters
Top Tweeters in Entire Graph:
@el_pais
@a3noticias
@cnn
@cnnee
@juliomayol
@bmolotov
@tomvarghesejr
@mancunianmedic
@celestinogutirr
@drknwitallsa

Top Tweeters in G1:
@juliomayol
@bmolotov
@celestinogutirr
@tki_ojo
@vivianfrancos
@skepticscalpel
@fgomollon
@orthopodreg
@medscape
@gmacscotland

Top Tweeters in G2:
@el_pais
@who
@zapeandola6
@felipegarcias
@aecirujanos
@aacr
@topdoctors_es
@liu_universitet
@curro_blanco
@vblush

Top Tweeters in G3:
@omaercin
@womensurgeons
@jama_current
@nanobotero
@factam_ss
@fsfb_salud
@amcollsurgeons
@umich
@juanjimenez79
@umichmedicine

Top Tweeters in G4:
@mancunianmedic
@swexner
@clevelandclinic
@belinda89175024
@cleclinicmd
@fibroidnetwork
@seldonmez
@meshcampaign
@crohnscolitisfn
@yorklawlondon

Top Tweeters in G5:
@abraham
@pipecab
@a
@asmbs
@cochranecollab
@uelbosque
@vesaliuscx
@rasacs
@retanamoreno
@aarsaigh

Top Tweeters in G6:
@neilflochmd
@almagoch
@jeanvemer
@almosawidr
@sages_updates
@anhanssen
@alma
@ves
@fjvillarroel
@roberto_correab

Top Tweeters in G7:
@tomvarghesejr
@drknwitallsa
@melanielybarger
@drlindamd
@jonessurgery
@arghavan_salles
@lillianerdahlmd
@lvselbs
@academicsurgery
@juliesilvermd

Top Tweeters in G8:
@cnn
@cnnee
@harvardpgssc
@gsurgstudents
@neurochirglobal
@eliana_e_kim
@jacquelyncorley
@hannah_thomas4
@sebastianshu

Top Tweeters in G9:
@drrepifanio
@drpichel
@drpev
@xsaezll
@doctorpanama
@drjuliosandoval
@drhomerorod
@gastrocirs

Top Tweeters in G10:
@empoweringpts9
@antoniobarrasa
@aucklanddoctors
@teachmesurgery
@haowei95
@hpbmo
@surgicalnuggets
@etokidis


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