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#SMSociety_2017-08-09_03-52-32.xlsx
#SMSociety_2017-08-09_03-52-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 09, 2017
Short Description:
#SMSociety via NodeXL http://bit.ly/2hKjF9w
@kkatot
@lrainie
@link_priya
@sportmgmtprof
@mylynnfelt
@jacobsonjenna
@phmai
@socmediaconf

Description:
Description
The graph represents a network of 1,950 Twitter users whose tweets in the requested range contained "#SMSociety", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 09 August 2017 at 10:53 UTC.

The requested start date was Wednesday, 09 August 2017 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 56-day, 2-hour, 46-minute period from Tuesday, 13 June 2017 at 13:10 UTC to Tuesday, 08 August 2017 at 15:56 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 : 1950
Unique Edges : 3342
Edges With Duplicates : 3740
Total Edges : 7082
Self-Loops : 893
Reciprocated Vertex Pair Ratio : 0.0793131643499591
Reciprocated Edge Ratio : 0.146969696969697
Connected Components : 78
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 1845
Maximum Edges in a Connected Component : 6945
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.74743
Graph Density : 0.00104195445396061
Modularity : 0.352322
NodeXL Version : 1.0.1.385

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[29] http://www.pewinternet.org/2017/08/01/the-reckoning-for-social-media/
[21] https://smsociety17.sched.com/
[19] http://www.trendinalia.com/twitter-trending-topics/denmark/denmark-today.html
[17] http://socialmediaandsociety.org/2017-workshops/
[10] https://github.com/brendam/tweet-coding
[9] http://dl.acm.org/citation.cfm?doid=3097286.3097324
[8] https://smsociety17.sched.com
[8] http://journals.sagepub.com/doi/full/10.1177/2053951716645828?cookieSet=1
[8] https://twitter.com/i/moments/892052529848123393
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=117816

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/891387229158989824
[1] https://twitter.com/i/web/status/891733887323394048
[1] https://twitter.com/i/web/status/891755839995949056
[1] http://publications.tlu.ee/index.php/stss/article/view/333/236
[1] https://twitter.com/i/web/status/891304586929221632
[1] https://twitter.com/i/web/status/891319684120944644
[1] https://twitter.com/i/web/status/894593554110189568
[1] https://twitter.com/dugstef/status/891370587712626689

Top URLs in Tweet in G2:
[21] https://smsociety17.sched.com/
[17] http://socialmediaandsociety.org/2017-workshops/
[9] https://github.com/brendam/tweet-coding
[8] http://www.pewinternet.org/2017/08/01/the-reckoning-for-social-media/
[8] http://journals.sagepub.com/doi/full/10.1177/2053951716645828?cookieSet=1
[8] https://twitter.com/i/moments/892052529848123393
[7] https://smsociety17.sched.com/mobile/
[7] http://socialmediaandsociety.org/2017/smsociety-conference-toronto-jul-28-30-2017-features-panel-women-social-media-safe-unsafe-spaces/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=117816
[7] https://smsociety17.sched.com

Top URLs in Tweet in G3:
[21] http://www.pewinternet.org/2017/08/01/the-reckoning-for-social-media/
[4] http://www.pewinternet.org/2017/02/08/code-dependent-pros-and-cons-of-the-algorithm-age/
[2] https://twitter.com/lisagiven/status/891295075690577920
[2] https://www.theguardian.com/technology/2016/nov/27/has-internet-become-failed-state-crime-cyberspace
[1] https://twitter.com/i/web/status/893207722514149377
[1] https://twitter.com/i/web/status/891302631704023041
[1] https://twitter.com/i/web/status/891310607215067136
[1] https://twitter.com/i/web/status/891302397913554944
[1] https://twitter.com/i/web/status/891310681223548928
[1] https://twitter.com/i/web/status/891658395857690624

Top URLs in Tweet in G4:
[8] http://dl.acm.org/citation.cfm?doid=3097286.3097324
[2] https://twitter.com/emilyadh/status/891743484301979650
[1] https://twitter.com/socmediaconf/status/891644558735310849
[1] https://twitter.com/i/web/status/870363718499958784
[1] https://twitter.com/i/web/status/891744618869641216
[1] https://twitter.com/i/web/status/891675692034863104
[1] https://twitter.com/i/web/status/891284876435103744
[1] https://twitter.com/i/web/status/891653589730512896
[1] https://twitter.com/i/web/status/891686277799714817
[1] https://twitter.com/i/web/status/891677769108738048

Top URLs in Tweet in G5:
[2] https://twitter.com/SportMgmtProf/status/891816388221968384
[1] https://www.springer.com/gp/book/9781461489597
[1] http://lilt.ics.hawaii.edu/papers/2013/PMV-Ch-31-Productive-Multivocality-Prepublication.pdf
[1] https://www.theguardian.com/technology/2016/nov/27/has-internet-become-failed-state-crime-cyberspace
[1] http://www.thebigsort.com/home.phphttp:/bit.ly/2fAOgQx
[1] https://www.slideshare.net/suthers/sms-2017momentarytalkforslidesharehttp:/bit.ly/2uHN6gx
[1] http://jesspater.com/wp-content/uploads/2016/12/Pater-Characterizations-of-Online-Harassment-Comparing-Policies-Across-Social-Media-Platforms.pdf
[1] https://twitter.com/i/web/status/890603626950926336
[1] https://twitter.com/PhMai/status/874473459555946496
[1] https://twitter.com/i/web/status/890912166039228416

Top URLs in Tweet in G6:
[19] http://www.trendinalia.com/twitter-trending-topics/denmark/denmark-today.html
[2] https://www.youtube.com/watch?v=PkTBwCyoE1c&feature=youtu.be
[1] https://twitter.com/DrLukeSloan/status/890174798160068609
[1] https://www.youtube.com/watch?v=6XywmGMalTw
[1] https://www.fiverr.com/s2/c82270517e
[1] https://twitter.com/i/web/status/890933783884513281
[1] https://twitter.com/i/web/status/890935156353138689
[1] https://www.fiverr.com/rahat1626/provide-20-000-niche-wise-targeted-email-lists?gig_id=99892213&utm_campaign=base_gig_show_share_1&utm_content=&utm_medium=shared&utm_source=twitter&utm_term=&view=gig
[1] https://twitter.com/PhMai/status/890584331885957121
[1] http://www.grylogiczne.pl/gry/odysseus-long-way-home/

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/891297376962588672
[1] http://smsociety17.sched.com/event/Ayh9
[1] https://twitter.com/i/web/status/891388633198071808
[1] https://twitter.com/i/web/status/890940916239937541
[1] https://twitter.com/i/web/status/890950699240091648
[1] https://twitter.com/i/web/status/890957188537208832
[1] https://twitter.com/i/web/status/890976424605229057
[1] https://twitter.com/i/web/status/891001359591493632
[1] https://twitter.com/i/web/status/891003930192351232
[1] https://twitter.com/i/web/status/891005490263719936

Top URLs in Tweet in G8:
[5] http://summit.sfu.ca/item/17305
[1] https://www.swarmapp.com/c/30pcaE7XsOc
[1] https://twitter.com/lutzid/status/891323790965313536
[1] http://dl.acm.org/citation.cfm?doid=3097286.3097313
[1] https://twitter.com/juancommander/status/891368625998835712
[1] https://www.swarmapp.com/c/gaUicG3FTZm
[1] https://twitter.com/i/web/status/890980116402061312
[1] http://dl.acm.org/citation.cfm?id=3097301
[1] https://twitter.com/i/web/status/891760219499499521

Top URLs in Tweet in G9:
[2] http://prezi.com/6yfmfzlpkfev/?utm_campaign=share&utm_medium=copy

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/890986755826044928

Top Domains
Top Domains in Tweet in Entire Graph:
[496] twitter.com
[66] socialmediaandsociety.org
[60] sched.com
[56] acm.org
[36] pewinternet.org
[35] nodexlgraphgallery.org
[27] sagepub.com
[26] trendinalia.com
[13] instagram.com
[12] github.com

Top Domains in Tweet in G1:
[7] twitter.com
[1] tlu.ee

Top Domains in Tweet in G2:
[378] twitter.com
[65] socialmediaandsociety.org
[55] sched.com
[44] acm.org
[34] nodexlgraphgallery.org
[27] sagepub.com
[11] pewinternet.org
[11] github.com
[11] instagram.com
[8] storify.com

Top Domains in Tweet in G3:
[25] pewinternet.org
[22] twitter.com
[2] theguardian.com
[1] acm.org
[1] sched.com

Top Domains in Tweet in G4:
[14] twitter.com
[9] acm.org
[1] gamespace.nl
[1] fashionista.com
[1] tandfonline.com

Top Domains in Tweet in G5:
[10] twitter.com
[1] springer.com
[1] hawaii.edu
[1] theguardian.com
[1] thebigsort.com
[1] slideshare.net
[1] jesspater.com
[1] nodexlgraphgallery.org
[1] tandfonline.com
[1] github.com

Top Domains in Tweet in G6:
[19] trendinalia.com
[16] twitter.com
[6] cecefollowers.ml
[4] youtube.com
[3] searchnewsworld.com
[2] fiverr.com
[2] instagram.com
[2] ecoinfos.fr
[2] sharenewsfeed.com
[1] grylogiczne.pl

Top Domains in Tweet in G7:
[28] twitter.com
[1] sched.com
[1] psychologytoday.com

Top Domains in Tweet in G8:
[5] sfu.ca
[4] twitter.com
[2] swarmapp.com
[2] acm.org

Top Domains in Tweet in G9:
[2] prezi.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4811] smsociety
[1123] allwomanpanel
[210] allwomenpanel
[114] socialmedia
[72] smtrust
[62] toronto
[26] trndnl
[20] socmed
[20] smpersonastudies
[19] privacy



Top Hashtags in Tweet in G1:
[1150] smsociety
[1098] allwomanpanel
[1] womensmarch
[1] ethics
[1] wellyea
[1] rantingculture
[1] finkbeinertest
[1] allwomenpanel
[1] representationmatters

Top Hashtags in Tweet in G2:
[3033] smsociety
[143] allwomenpanel
[71] smtrust
[52] toronto
[48] socialmedia
[18] socmed
[18] privacy
[17] allwomanpanel
[16] trsm
[16] smdataorg

Top Hashtags in Tweet in G3:
[182] smsociety
[47] socialmedia
[17] reckoning
[6] allwomenpanel
[4] digital
[4] toronto
[4] kangaroopics
[4] icymi
[3] visualtale
[3] realtimedrawing

Top Hashtags in Tweet in G4:
[100] smsociety
[6] food
[5] socialmedia
[3] informationsecurity
[3] waronthebrain
[2] measuredbeauty
[2] influencers
[2] allwomanpanel
[2] multidisciplinary
[2] cfp

Top Hashtags in Tweet in G5:
[112] smsociety
[59] allwomenpanel
[2] twitter
[2] socialmedia
[2] futurestars
[1] trsm
[1] oscars
[1] women
[1] distractinglysexy
[1] scholarsunday

Top Hashtags in Tweet in G6:
[78] smsociety
[19] trndnl
[8] sportfyn
[5] screenshotsaturday
[4] nationallipstickday
[4] optag17
[4] photography
[3] montrealeprix
[2] rochamps
[2] socialmedia

Top Hashtags in Tweet in G7:
[37] smsociety
[10] socialmedia
[5] eme6414
[2] fakenews
[2] toronto
[2] mayhem_bot
[1] socialnetworks
[1] socialcohesion
[1] datavisualization
[1] bigdata

Top Hashtags in Tweet in G8:
[19] smsociety
[6] scholcommlab
[5] openaccess
[2] toronto
[1] bot

Top Hashtags in Tweet in G9:
[15] smsociety
[12] smpersonastudies
[2] persona

Top Hashtags in Tweet in G10:
[7] smsociety
[7] whathappened
[7] panamaverdict
[7] chnisar
[7] thursdaythoughts

Top Words
Top Words in Tweet in Entire Graph:
[2494] Words in Sentiment List#1: Positive
[936] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[71802] Non-categorized Words
[75232] Total Words
[4809] smsociety
[1187] female
[1182] kkatot
[1123] allwomanpanel
[1117] test

Top Words in Tweet in G1:
[1150] smsociety
[1098] allwomanpanel
[1095] kkatot
[1094] journalism
[1094] female
[1094] scientists
[1094] alternative
[1094] bechdel
[1094] test
[23] lrainie

Top Words in Tweet in G2:
[3031] smsociety
[605] social
[567] media
[357] lrainie
[316] socmediaconf
[257] 2017
[211] conference
[200] research
[197] jacobsonjenna
[190] great

Top Words in Tweet in G3:
[182] smsociety
[100] lrainie
[51] reckoning
[48] pewresearch
[47] socialmedia
[36] keynote
[34] socmediaconf
[28] data
[27] social
[26] media

Top Words in Tweet in G4:
[100] smsociety
[41] rondeibert
[40] keynote
[32] 2017
[30] world
[29] war
[29] brain
[25] social
[21] toronto
[19] visual

Top Words in Tweet in G5:
[112] smsociety
[60] link_priya
[60] great
[59] allwomenpanel
[58] introducing
[58] start
[57] female
[57] speaker
[10] sportmgmtprof
[9] keynote

Top Words in Tweet in G6:
[78] smsociety
[20] 2017
[19] holland
[19] 7
[19] cest
[19] trndnl
[16] odense
[15] 30
[14] trump
[9] horsens

Top Words in Tweet in G7:
[37] smsociety
[13] media
[12] social
[10] socialmedia
[9] more
[8] wilchivs
[7] people
[7] data
[6] connect
[6] 1

Top Words in Tweet in G8:
[19] smsociety
[6] scholcommlab
[5] juancommander
[5] course
[5] openaccess
[5] version
[5] already
[5] up
[4] social
[3] toronto

Top Words in Tweet in G9:
[15] smsociety
[14] dmarshallmc
[12] persona
[12] smpersonastudies
[11] presentation
[11] cl_moore
[11] link
[10] studies
[10] kjbarbour
[9] screen

Top Words in Tweet in G10:
[7] satlokchannel
[7] narendramodi
[7] mlkhattar
[7] smsociety
[7] whathappened
[7] panamaverdict
[7] chnisar
[7] thursdaythoughts
[6] pravin41630043
[6] techwe

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1106] allwomanpanel,smsociety
[1104] female,scientists
[1104] scientists,alternative
[1104] alternative,bechdel
[1104] bechdel,test
[1104] test,allwomanpanel
[1103] journalism,female
[1102] kkatot,journalism
[614] social,media
[136] socmediaconf,smsociety

Top Word Pairs in Tweet in G1:
[1094] journalism,female
[1094] female,scientists
[1094] scientists,alternative
[1094] alternative,bechdel
[1094] bechdel,test
[1094] test,allwomanpanel
[1094] allwomanpanel,smsociety
[1093] kkatot,journalism
[8] social,media
[4] smsociety,allwomanpanel

Top Word Pairs in Tweet in G2:
[533] social,media
[103] 2017,smsociety
[101] socmediaconf,smsociety
[97] smsociety,2017
[86] smsociety,allwomenpanel
[76] lrainie,smsociety
[74] media,society
[60] check,out
[53] keynote,smsociety
[50] international,conference

Top Word Pairs in Tweet in G3:
[26] social,media
[24] socmediaconf,smsociety
[23] keynote,smsociety
[23] pewresearch,data
[22] hey,smsociety
[22] smsociety,slides
[22] slides,reckoning
[22] reckoning,socialmedia
[22] socialmedia,now
[22] now,up

Top Word Pairs in Tweet in G4:
[29] war,world
[29] world,brain
[19] rondeibert,keynote
[19] keynote,smsociety
[18] phmai,visual
[18] visual,map
[18] map,rondeibert
[18] smsociety,2017
[18] 2017,toronto
[18] toronto,war

Top Word Pairs in Tweet in G5:
[57] link_priya,introducing
[57] introducing,female
[57] female,speaker
[57] speaker,great
[57] great,start
[57] start,allwomenpanel
[57] allwomenpanel,smsociety
[4] momentary,connectedness
[4] smsociety,keynote
[4] social,media

Top Word Pairs in Tweet in G6:
[19] 2017,7
[19] cest,trndnl
[15] 7,30
[14] trump,holland
[11] odense,trump
[10] smsociety,odense
[10] holland,2017
[9] horsens,smsociety
[6] sportfyn,smsociety
[6] smsociety,2017

Top Word Pairs in Tweet in G7:
[10] social,media
[4] wilchivs,hey
[4] hey,cusocsci
[4] cusocsci,check
[4] check,out
[4] out,drlukesloan
[4] drlukesloan,kicking
[4] kicking,day
[4] day,1
[4] 1,smsociety

Top Word Pairs in Tweet in G8:
[5] course,openaccess
[5] openaccess,version
[5] version,already
[5] already,up
[5] up,scholcommlab
[5] scholcommlab,smsociety
[4] juancommander,course
[3] social,media
[2] ted,rogers
[2] rogers,school

Top Word Pairs in Tweet in G9:
[10] persona,studies
[10] smsociety,smpersonastudies
[9] dmarshallmc,persona
[9] studies,presentation
[9] presentation,screen
[9] screen,fyi
[9] fyi,smsociety
[9] smpersonastudies,kjbarbour
[9] kjbarbour,cl_moore
[9] cl_moore,link

Top Word Pairs in Tweet in G10:
[7] satlokchannel,narendramodi
[7] narendramodi,mlkhattar
[7] mlkhattar,smsociety
[7] smsociety,whathappened
[7] whathappened,panamaverdict
[7] panamaverdict,chnisar
[7] chnisar,thursdaythoughts
[6] pravin41630043,satlokchannel
[6] thursdaythoughts,techwe

Top Replied-To
Top Replied-To in Entire Graph:
@lrainie
@sportmgmtprof
@rondeibert
@jetsumgerl
@wilchivs
@harrytdyer
@adamworrall4
@kkatot
@socmediaconf
@mylynnfelt

Top Replied-To in G1:
@nadinenakagawa

Top Replied-To in G2:
@lrainie
@sportmgmtprof
@rondeibert
@jetsumgerl
@harrytdyer
@wilchivs
@kkatot
@adamworrall4
@socmediaconf
@mylynnfelt

Top Replied-To in G3:
@spgreenhalgh
@teachfromhere
@lisagiven

Top Replied-To in G4:
@emilyadh

Top Replied-To in G5:
@wilchivs
@sportmgmtprof
@dhirajmurthy
@jetsumgerl

Top Replied-To in G7:
@harrytdyer
@wilchivs
@lrainie
@sanja_vico
@adamworrall4
@mcewanincomm
@marychayko
@mylynnfelt

Top Replied-To in G8:
@lrainie

Top Replied-To in G9:
@dmarshallmc

Top Replied-To in G10:
@satlokchannel

Top Mentioned
Top Mentioned in Entire Graph:
@kkatot
@lrainie
@socmediaconf
@jacobsonjenna
@rondeibert
@mylynnfelt
@sportmgmtprof
@phmai
@link_priya
@gruzd

Top Mentioned in G1:
@kkatot
@lrainie
@vdennen
@anabelquanhaase
@profjsg
@dugstef
@katie_warfield
@lisagiven
@jetsumgerl
@drlukesloan

Top Mentioned in G2:
@socmediaconf
@lrainie
@jacobsonjenna
@mylynnfelt
@rondeibert
@sportmgmtprof
@phmai
@gruzd
@harrytdyer
@jetsumgerl

Top Mentioned in G3:
@lrainie
@pewresearch
@socmediaconf
@lisagiven
@lageneralista
@jacobsonjenna
@pewinternet
@rondeibert
@wilchivs
@carolynellis

Top Mentioned in G4:
@rondeibert
@phmai
@gamespacenl
@citizenlab
@fvandervlist
@silvertje
@jacobsonjenna
@dugstef
@brookeerinduffy
@socmediaconf

Top Mentioned in G5:
@link_priya
@lrainie
@sportmgmtprof
@socmediaconf
@rondeibert
@wilchivs
@jacobsonjenna
@brendam
@jetsumgerl
@harrytdyer

Top Mentioned in G7:
@wilchivs
@laurenbagdy
@cusocsci
@drlukesloan
@ryersonu
@lrainie
@doryabelman
@nccdh_ccnds
@kkatot
@vdennen

Top Mentioned in G8:
@juancommander
@rustudentlife
@jacobsonjenna
@erk_war_han
@stefhaustein
@gosecure_inc
@masarahclouston
@brendam
@dhirajmurthy
@pewinternet

Top Mentioned in G9:
@dmarshallmc
@cl_moore
@kjbarbour
@k
@jetsumgerl

Top Mentioned in G10:
@narendramodi
@mlkhattar
@pravin41630043
@satlokchannel

Top Tweeters
Top Tweeters in Entire Graph:
@roomeezon
@gamedevbrbot
@sectest9
@asher_wolf
@geeoharee
@plsburydoughboy
@billnigh
@netminnow
@trendinaliaca
@stevemolk

Top Tweeters in G1:
@netminnow
@stevemolk
@kiddle
@apatheticwoot
@semilocon
@oritortu
@principia
@kellyryanobrien
@happysorceress
@kukkurovaca

Top Tweeters in G2:
@roomeezon
@trendinaliaca
@pqpolitics
@time
@rmtakata
@people
@aelkus
@adriansysnet
@megadatamama
@pennyb

Top Tweeters in G3:
@plsburydoughboy
@billnigh
@mcclure111
@petchary
@particle_p
@pdoubt
@garciaincident
@shckwish
@rjhm99
@deandre_nickens

Top Tweeters in G4:
@sectest9
@securitynews6
@infosecurity99
@squideye
@timpakul
@thefoodbot
@silvertje
@iamtrendbot
@lugabr
@kiwidigitalpres

Top Tweeters in G5:
@geeoharee
@cptleto
@olympedegouges
@miranda_maybe
@taco_lad
@myzlilith
@kausikdatta22
@hailants
@amazonv
@mckeay

Top Tweeters in G6:
@capipaula182
@randomstrawman
@rnomics
@dhardknocks
@infoseconomie
@saint_marche
@24sante_fr
@trendinaliadk
@deonandan
@mnievesvas

Top Tweeters in G7:
@olgauq
@ryersonu
@jivecardiff
@fsueducation
@cusocsci
@wiserdnews
@mayhem_bot
@stuarte5933
@nccdh_ccnds
@profchristaylor

Top Tweeters in G8:
@rustudentlife
@white__knuckles
@remikalir
@alixx
@juancommander
@stranack
@stefhaustein
@erk_war_han
@gosecure_inc
@masarahclouston

Top Tweeters in G9:
@cl_moore
@bernardopalau
@celeb_studies
@rahaworth
@famecritic
@kjbarbour
@hullitalian
@whpublishing
@celialamyc
@esicore

Top Tweeters in G10:
@narendramodi
@mlkhattar
@yadavrajesh014
@muraridas9
@mahendr98379152
@gudeeshrama
@ghisulalmeena
@jmsharma16
@pravin41630043
@satlokchannel