#some4surgery, Twitter, 7/28/2018 8:48:27 PM, 160654


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#some4surgery Twitter NodeXL SNA Map and Report for Saturday, 28 July 2018 at 20:47 UTC
#some4surgery Twitter NodeXL SNA Map and Report for Saturday, 28 July 2018 at 20:47 UTC
From:
scotpublichealth
Uploaded on:
July 28, 2018
Short Description:
#some4surgery via NodeXL http://bit.ly/2uWJWp4
@juliomayol
@perbinder
@gmacscotland
@des_winter
@omaxfisher
@ramosdelamedina
@droliverwarren
@draamaldonado
@ksoreide
@jdcamcolorectal

Top hashtags:
#some4surgery
#surgicalresearch
#surgicalpractice

Description:
Description
The graph represents a network of 48 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 Saturday, 28 July 2018 at 20:47 UTC.

The tweets in the network were tweeted over the 10-hour, 7-minute period from Saturday, 28 July 2018 at 10:37 UTC to Saturday, 28 July 2018 at 20:45 UTC.

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 : 48
Unique Edges : 76
Edges With Duplicates : 185
Total Edges : 261
Self-Loops : 54
Reciprocated Vertex Pair Ratio : 0.247191011235955
Reciprocated Edge Ratio : 0.396396396396396
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 48
Maximum Edges in a Connected Component : 261
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.960938
Graph Density : 0.0492021276595745
Modularity : 0.171753
NodeXL Version : 1.0.1.401

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://twitter.com/drfrancescopata/status/1023173612205944837
[3] https://twitter.com/VBlush/status/1023191915108487168
[2] https://twitter.com/juliomayol/status/1023301885883822080
[2] https://twitter.com/juliomayol/status/1023265039552339968
[2] https://twitter.com/dr_samehhany81/status/1023233689524809729
[2] https://twitter.com/gerganakoleva/status/1023191290626953216
[2] https://twitter.com/ksoreide/status/1023304743358263296
[2] https://twitter.com/andysinghmedic/status/1023300273287127041
[2] https://twitter.com/ailsybird/status/1023213586414493696
[2] https://twitter.com/juliomayol/status/1023155453814034432

Top URLs in Tweet in G1:
[2] https://twitter.com/DrOliverWarren/status/1023190262196187136
[2] https://twitter.com/gaboescvi/status/1023243788708470784
[2] https://twitter.com/andysinghmedic/status/1023300273287127041
[2] https://twitter.com/ksoreide/status/1023304743358263296
[2] https://twitter.com/juliomayol/status/1023301885883822080
[1] https://twitter.com/perbinder/status/1023165870804230144
[1] https://twitter.com/PMartinezMD/status/1022845360757194752
[1] https://twitter.com/drfrancescopata/status/1023173210056081410
[1] https://twitter.com/drfrancescopata/status/1023173612205944837
[1] https://twitter.com/HansL16/status/1023184514187702272

Top URLs in Tweet in G2:
[1] https://twitter.com/dr_samehhany81/status/1023233689524809729

Top URLs in Tweet in G3:
[1] https://twitter.com/juliomayol/status/1023265039552339968
[1] https://twitter.com/juliomayol/status/1023155453814034432
[1] https://twitter.com/ailsybird/status/1023213586414493696
[1] https://twitter.com/drfrancescopata/status/1023173612205944837
[1] https://twitter.com/perbinder/status/1023199450947362816
[1] https://twitter.com/des_winter/status/1023228377631797248
[1] https://twitter.com/ScalpelMomma/status/1023265377919422464

Top URLs in Tweet in G4:
[2] https://twitter.com/VBlush/status/1023191915108487168
[1] https://twitter.com/littlemissileo/status/1023202533219688448
[1] https://twitter.com/BrennanSurgeon/status/1023223819878707200

Top URLs in Tweet in G5:
[1] https://twitter.com/drfrancescopata/status/1023173612205944837
[1] https://twitter.com/gerganakoleva/status/1023191290626953216

Top URLs in Tweet in G6:
[1] http://analytics.followthehashtag.com/#!/archive/some4surgery-dashboard-v1-2018-07-28?id=dashboard

Top Domains
Top Domains in Tweet in Entire Graph:
[75] twitter.com
[1] followthehashtag.com

Top Domains in Tweet in G1:
[61] twitter.com

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[7] twitter.com

Top Domains in Tweet in G4:
[4] twitter.com

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

Top Domains in Tweet in G6:
[1] followthehashtag.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[165] some4surgery
[4] surgicalresearch
[2] surgicalpractice
[2] some4surgeryintroduction
[2] some4surgerymaterialandmethods
[2] materialsandmethods
[2] globalsurgery
[1] collectivenarrativereview
[1] colorectalsurgery
[1] some4surgeryresults



Top Hashtags in Tweet in G1:
[107] some4surgery
[2] surgicalpractice
[1] collectivenarrativereview
[1] globalsurgery
[1] materialsandmethods
[1] surgicalresearch

Top Hashtags in Tweet in G2:
[26] some4surgery
[2] some4surgeryintroduction
[2] some4surgerymaterialandmethods
[1] colorectal
[1] vascular
[1] patientsafety
[1] humanfactors
[1] urology
[1] surgicalresearch
[1] colorectalsurgery

Top Hashtags in Tweet in G3:
[13] some4surgery
[2] surgicalresearch
[1] materialsandmethods

Top Hashtags in Tweet in G4:
[11] some4surgery

Top Hashtags in Tweet in G5:
[7] some4surgery
[1] globalsurgery

Top Hashtags in Tweet in G6:
[1] some4surgery

Top Words
Top Words in Tweet in Entire Graph:
[94] Words in Sentiment List#1: Positive
[10] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2059] Non-categorized Words
[2163] Total Words
[165] some4surgery
[88] juliomayol
[19] think
[19] droliverwarren
[18] many

Top Words in Tweet in G1:
[107] some4surgery
[25] juliomayol
[9] perbinder
[8] many
[7] think
[7] paper
[6] more
[5] course
[5] two
[5] already

Top Words in Tweet in G2:
[26] juliomayol
[26] some4surgery
[9] think
[9] idea
[7] twitter
[5] already
[4] real
[4] perbinder
[4] research
[4] great

Top Words in Tweet in G3:
[13] some4surgery
[13] juliomayol
[4] des_winter
[3] omaxfisher
[3] need
[3] better
[2] contributions
[2] support
[2] understand
[2] surgicalresearch

Top Words in Tweet in G4:
[16] juliomayol
[11] some4surgery
[10] droliverwarren
[8] hansl16
[4] perbinder
[4] many
[4] change
[4] patients'
[4] participation
[4] science

Top Words in Tweet in G5:
[7] juliomayol
[7] some4surgery
[3] very
[3] provocative
[3] interesting
[3] first
[3] topic
[3] importance
[3] twitter
[2] ramosdelamedina

Top Words in Tweet in G6:
[2] run
[2] analysis

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] juliomayol,droliverwarren
[12] hansl16,juliomayol
[10] juliomayol,some4surgery
[9] forty,two
[9] two,contributors
[9] contributors,some4surgery
[9] some4surgery,already
[9] already,many
[9] many,more
[9] more,join

Top Word Pairs in Tweet in G1:
[4] course,some4surgery
[4] forty,two
[4] two,contributors
[4] contributors,some4surgery
[4] some4surgery,already
[4] already,many
[4] many,more
[4] more,join
[4] join,soon
[4] soon,project

Top Word Pairs in Tweet in G2:
[4] great,idea
[3] hansl16,juliomayol
[3] juliomayol,droliverwarren
[3] think,important
[3] juliomayol,some4surgery
[2] juliomayol,perbinder
[2] vblush,hansl16
[2] droliverwarren,tend
[2] tend,research
[2] research,surgeons

Top Word Pairs in Tweet in G3:
[2] juliomayol,des_winter
[2] juliomayol,omaxfisher
[2] omaxfisher,des_winter
[2] des_winter,need
[2] need,contributions
[2] contributions,support
[2] support,better
[2] better,understand
[2] understand,surgicalresearch
[2] surgicalresearch,discussed

Top Word Pairs in Tweet in G4:
[9] juliomayol,droliverwarren
[7] hansl16,juliomayol
[4] droliverwarren,change
[4] change,patients'
[4] patients',participation
[4] participation,science
[4] science,anonymous
[4] anonymous,study
[4] study,objects
[4] objects,actively

Top Word Pairs in Tweet in G5:
[3] juliomayol,very
[3] very,provocative
[3] provocative,some4surgery
[3] some4surgery,interesting
[3] interesting,first
[3] first,topic
[3] topic,importance
[3] importance,twitter
[2] ramosdelamedina,juliomayol
[2] juliomayol,some4surgery

Top Replied-To
Top Replied-To in Entire Graph:
@juliomayol
@perbinder
@morenominilap1
@ailsybird
@gerganakoleva
@omaxfisher
@mjseres
@drdavidlarson
@monicamillan72
@rncsantander

Top Replied-To in G1:
@morenominilap1
@perbinder
@mjseres
@omaxfisher
@ailsybird
@droliverwarren
@hansl16
@draamaldonado
@piamonte
@ksoreide

Top Replied-To in G2:
@juliomayol
@gerganakoleva
@vblush
@helenbevan
@nhilsi

Top Replied-To in G3:
@juliomayol

Top Replied-To in G4:
@perbinder
@juliomayol

Top Replied-To in G5:
@juliomayol

Top Replied-To in G6:
@juliomayol

Top Mentioned
Top Mentioned in Entire Graph:
@juliomayol
@droliverwarren
@perbinder
@hansl16
@des_winter
@vblush
@draamaldonado
@omaxfisher
@ramosdelamedina
@dr_samehhany81

Top Mentioned in G1:
@juliomayol
@perbinder
@droliverwarren
@des_winter
@draamaldonado
@gerganakoleva
@vblush
@hansl16
@mjseres
@ramosdelamedina

Top Mentioned in G2:
@juliomayol
@perbinder
@hansl16
@droliverwarren
@vblush
@dr_samehhany81
@icastivela
@ramosdelamedina
@stefanie_hild
@hbrascend

Top Mentioned in G3:
@juliomayol
@des_winter
@omaxfisher
@matt_soop
@draamaldonado
@droliverwarren

Top Mentioned in G4:
@juliomayol
@droliverwarren
@hansl16
@perbinder
@vblush

Top Mentioned in G5:
@juliomayol
@ramosdelamedina
@draamaldonado

Top Mentioned in G6:
@follow_hashtag

Top Tweeters
Top Tweeters in Entire Graph:
@juliomayol
@piamonte
@celestinogutirr
@mjseres
@gmacscotland
@helenbevan
@dr_f_francis
@droliverwarren
@vblush
@gianlucapellino

Top Tweeters in G1:
@juliomayol
@piamonte
@mjseres
@gianlucapellino
@estebanmantona
@gaboescvi
@jromera8
@sinhasanj
@ksoreide
@farazkh65499316

Top Tweeters in G2:
@helenbevan
@dr_f_francis
@nhilsi
@hbrascend
@rebgross
@perbinder
@dr_samehhany81
@gerganakoleva
@nuhazsurgeon
@pitaya35

Top Tweeters in G3:
@jdcamcolorectal
@des_winter
@stefanie_hild
@matt_soop
@holubarstefan
@coileainc
@draamaldonado
@omaxfisher

Top Tweeters in G4:
@celestinogutirr
@droliverwarren
@vblush
@hansl16

Top Tweeters in G5:
@keepark
@drfrancescopata
@ramosdelamedina

Top Tweeters in G6:
@gmacscotland
@follow_hashtag