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#smsociety Twitter NodeXL SNA Map and Report for Thursday, 18 July 2019 at 21:28 UTC (experimental version)
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From:
Marc_Smith
Uploaded on:
July 18, 2019
Short Description:
#smsociety via NodeXL http://bit.ly/32BWX6P
@socmediaconf
@smlabto
@jacobsonjenna
@discovertext
@tarletong
@vivianfrancos
@raquelrecuero
@trsmretail
@sportmgmtprof
@mylynnfelt

Top hashtags:
#smsociety
#toronto
#socialmedia
#nodexl
#arabic
#chinese
#fsu
#fsucoe
#islt

Description:
Description
The graph represents a network of 96 Twitter users whose recent tweets contained "#smsociety", 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 Thursday, 18 July 2019 at 21:29 UTC.

The tweets in the network were tweeted over the 6-day, 0-hour, 57-minute period from Friday, 12 July 2019 at 20:05 UTC to Thursday, 18 July 2019 at 21:03 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 : 96
Unique Edges : 144
Edges With Duplicates : 109
Total Edges : 253
Number of Edge Types : 4
Tweet : 36
Mentions : 113
Retweet : 92
Replies to : 12
Self-Loops : 37
Reciprocated Vertex Pair Ratio : 0.0394736842105263
Reciprocated Edge Ratio : 0.0759493670886076
Connected Components : 11
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 75
Maximum Edges in a Connected Component : 226
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.53584
Graph Density : 0.0173245614035088
Modularity : 0.398229
NodeXL Version : 1.0.1.416

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[15] https://socialmediaandsociety.org/2019-schedule/
[4] https://socialmediaandsociety.org/2019-schedule/2019-workshops/
[3] https://twitter.com/SocMediaConf/status/1151537046365888514
[2] https://easychair.org/smart-program/SMSociety19/2019-07-19.html#talk:106912
[2] https://communalyzer.com/
[2] https://twitter.com/jacobsonjenna/status/1150750799846420486
[2] https://twitter.com/SocMediaConf/status/1150758283562688513
[2] https://www.youtube.com/watch?v=QrBO9BvZFFA

[1] https://twitter.com/discovertext/status/1151957269019549699
[1] https://twitter.com/SportMgmtProf/status/1089975074625511424

Top URLs in Tweet in G1:
[6] https://socialmediaandsociety.org/2019-schedule/
[1] http://www.copyrite.ca/
[1] https://socialmediaandsociety.org/
[1] https://www.youtube.com/watch?v=QrBO9BvZFFA

[1] https://socialmediaandsociety.org/2019-schedule/2019-workshops/
[1] https://www.youtube.com/watch?v=L_UTaEtfXpQ

[1] https://twitter.com/SocMediaConf/status/1151537046365888514

Top URLs in Tweet in G2:
[3] https://socialmediaandsociety.org/2019-schedule/
[2] https://easychair.org/smart-program/SMSociety19/2019-07-19.html#talk:106912

Top URLs in Tweet in G3:
[3] https://socialmediaandsociety.org/2019-schedule/
[2] https://communalyzer.com/
[2] https://socialmediaandsociety.org/2019-schedule/2019-workshops/
[1] https://socialmediaandsociety.org/travel/
[1] https://socialmediaandsociety.org/registration/
[1] https://www.youtube.com/watch?v=QrBO9BvZFFA

[1] https://twitter.com/socmediaconf/status/1151106708774649856

Top URLs in Tweet in G4:
[2] https://socialmediaandsociety.org/2019-schedule/
[2] https://twitter.com/SocMediaConf/status/1150758283562688513
[1] https://socialmediaandsociety.org/2019-schedule/2019-workshops/
[1] https://twitter.com/jacobsonjenna/status/1120333815182848001
[1] https://vivianfrancos.com/workshop-introduction-to-social-media-network-analysis-with-nodexl/

Top URLs in Tweet in G5:
[1] https://discovertext.com/publications/
[1] https://twitter.com/SocMediaConf/status/1151537046365888514
[1] https://twitter.com/StuartWShulman/status/1151894739521810432
[1] https://twitter.com/sportmgmtprof/status/1151956435481198592
[1] https://socialmediaandsociety.org/2019-schedule/
[1] https://twitter.com/discovertext/status/1151957269019549699
[1] https://twitter.com/SportMgmtProf/status/1089975074625511424

Top URLs in Tweet in G6:
[1] https://twitter.com/jacobsonjenna/status/1150750799846420486
[1] https://www.facebook.com/RamyKhodeirPage/photos/a.1241352872657839/2237706879689095?type=3&sfns=mo
[1] https://twitter.com/SocMediaConf/status/1151537046365888514

Top URLs in Tweet in G7:
[1] https://twitter.com/SocMediaConf/status/1150772571912265729

Top URLs in Tweet in G8:
[1] https://www.instagram.com/p/B0Elf-NJ1hV/
[1] https://www.instagram.com/p/B0ElzZOpWVb/

Top URLs in Tweet in G10:
[1] https://twitter.com/SocMediaConf/status/1151106708774649856

Top Domains
Top Domains in Tweet in Entire Graph:
[23] socialmediaandsociety.org
[15] twitter.com
[3] youtube.com
[2] instagram.com
[2] easychair.org
[2] communalyzer.com
[1] copyrite.ca
[1] discovertext.com
[1] vivianfrancos.com
[1] facebook.com

Top Domains in Tweet in G1:
[8] socialmediaandsociety.org
[2] youtube.com
[1] copyrite.ca
[1] twitter.com

Top Domains in Tweet in G2:
[3] socialmediaandsociety.org
[2] easychair.org

Top Domains in Tweet in G3:
[7] socialmediaandsociety.org
[2] communalyzer.com
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G4:
[3] socialmediaandsociety.org
[3] twitter.com
[1] vivianfrancos.com

Top Domains in Tweet in G5:
[5] twitter.com
[1] discovertext.com
[1] socialmediaandsociety.org

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[139] smsociety
[7] toronto
[5] socialmedia
[5] nodexl
[3] arabic
[3] chinese
[3] fsu
[3] fsucoe
[3] islt
[3] friday



Top Hashtags in Tweet in G1:
[43] smsociety
[3] toronto
[1] to
[1] quality
[1] peeps

Top Hashtags in Tweet in G2:
[19] smsociety

Top Hashtags in Tweet in G3:
[26] smsociety
[2] toronto
[1] socialmedia
[1] socialnetwork
[1] research
[1] socialtechnology
[1] socialscience

Top Hashtags in Tweet in G4:
[10] smsociety
[5] nodexl
[3] friday
[2] workshop
[2] socialmedia
[1] sna
[1] dataviz
[1] infovis
[1] netnography

Top Hashtags in Tweet in G5:
[20] smsociety
[2] metoo
[2] arabic
[2] chinese
[1] twitter
[1] scholars
[1] digitalmethods
[1] smsociety19
[1] toronto
[1] reddit

Top Hashtags in Tweet in G6:
[7] smsociety
[1] ccpa
[1] gdpr
[1] sm
[1] marketing
[1] marketingstrategy
[1] toronto

Top Hashtags in Tweet in G7:
[5] smsociety
[3] fsu
[3] fsucoe
[3] islt
[2] socialmedia

Top Hashtags in Tweet in G8:
[2] smsociety
[1] utoronto
[1] onleg
[1] birthrightcitizenship

Top Hashtags in Tweet in G9:
[1] smsociety
[1] datasaveslives

Top Hashtags in Tweet in G10:
[4] smsociety
[1] arabic
[1] chinese
[1] smsociety19

Top Words
Top Words in Tweet in Entire Graph:
[109] Words in Sentiment List#1: Positive
[49] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3959] Non-categorized Words
[4117] Total Words
[154] #smsociety
[61] social
[44] july
[40] out
[40] join

Top Words in Tweet in G1:
[44] #smsociety
[21] social
[19] july
[17] out
[15] conference
[14] join
[12] toronto
[12] media
[11] 19
[10] check

Top Words in Tweet in G2:
[24] #smsociety
[15] scholars
[10] join
[10] workshop
[8] career
[8] social
[7] early
[7] invited
[7] tarletong
[6] july

Top Words in Tweet in G3:
[28] #smsociety
[18] reddit
[15] social
[13] time
[12] research
[11] out
[10] join
[10] community
[10] new
[10] tool

Top Words in Tweet in G4:
[10] #smsociety
[6] nodexl
[5] #nodexl
[5] nodexl_mktng
[5] marc_smith
[4] smr_foundation
[3] workshop
[3] check
[3] out
[3] network

Top Words in Tweet in G5:
[22] #smsociety
[8] twitter
[7] toronto
[6] conference
[6] social
[6] data
[4] here
[4] join
[4] july
[3] ready

Top Words in Tweet in G6:
[7] #smsociety
[3] toronto
[2] conference
[2] poster
[2] presentation
[2] time

Top Words in Tweet in G7:
[5] #smsociety
[3] #fsu
[3] #fsucoe
[3] #islt
[3] vdennen
[3] sarutledge1116
[3] laurenbagdy
[2] congrats
[2] presenting
[2] several

Top Words in Tweet in G8:
[2] #smsociety
[2] w
[2] part

Top Words in Tweet in G9:
[4] very
[4] excited
[4] heading
[4] toronto
[4] today
[4] social
[4] media
[4] society
[4] conference
[4] expect

Top Words in Tweet in G10:
[6] #smsociety
[5] july
[3] 20
[3] toronto
[3] social
[2] data
[2] looking
[2] forward
[2] presenting
[2] raquelrecuero

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[35] social,media
[26] livestream,july
[26] 9am,et
[23] check,out
[16] looking,forward
[15] conference,here
[15] july,19
[15] 19,21st
[15] july,20
[14] make,out

Top Word Pairs in Tweet in G1:
[12] social,media
[10] check,out
[10] livestream,july
[10] 9am,et
[9] july,19
[9] 19,21st
[8] ready,folks
[8] folks,years
[8] years,conference
[8] conference,here

Top Word Pairs in Tweet in G2:
[8] career,scholars
[7] early,career
[5] livestream,july
[5] 9am,et
[5] social,media
[4] scholars,join
[4] join,tomorrow
[4] tomorrow,workshop
[4] workshop,fabulous
[4] fabulous,lineup

Top Word Pairs in Tweet in G3:
[10] new,reddit
[8] time,#smsociety
[8] #smsociety,new
[8] reddit,community
[8] community,analyzer
[8] analyzer,research
[8] research,tool
[8] tool,designed
[8] designed,collect
[8] collect,analyze

Top Word Pairs in Tweet in G4:
[5] nodexl,nodexl_mktng
[4] nodexl_mktng,smr_foundation
[3] check,out
[3] #nodexl,#smsociety
[3] #smsociety,see
[3] see,#friday
[3] #friday,marc_smith
[3] marc_smith,nodexl
[2] looking,forward
[2] curious,happening

Top Word Pairs in Tweet in G5:
[3] ready,folks
[3] folks,years
[3] years,conference
[3] conference,here
[3] here,sure
[3] sure,join
[3] join,conversation
[3] conversation,#smsociety
[3] #smsociety,july
[3] july,19

Top Word Pairs in Tweet in G6:
[2] poster,presentation
[2] toronto,#smsociety

Top Word Pairs in Tweet in G7:
[3] #fsu,#fsucoe
[3] #fsucoe,#islt
[3] #islt,vdennen
[3] vdennen,sarutledge1116
[3] sarutledge1116,laurenbagdy
[2] congrats,#fsu
[2] laurenbagdy,presenting
[2] presenting,several
[2] several,sessions
[2] sessions,later

Top Word Pairs in Tweet in G9:
[4] very,excited
[4] excited,heading
[4] heading,toronto
[4] toronto,today
[4] today,social
[4] social,media
[4] media,society
[4] society,conference
[4] conference,expect
[4] expect,tweets

Top Word Pairs in Tweet in G10:
[3] july,20
[2] looking,forward
[2] forward,presenting
[2] presenting,raquelrecuero
[2] raquelrecuero,gabizago
[2] gabizago,paper
[2] paper,asymmetric
[2] asymmetric,polarization
[2] polarization,twitter
[2] twitter,2018

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tarletong
@socmediaconf
@twitter
@davidgauntlett
@dhirajmurthy
@anabelquanhaase
@equality_ca
@nodexl
@nodexl_mktng
@marc_smith

Top Mentioned in G1:
@tarletong
@socmediaconf
@ryerson
@ryersonu
@trsmryersonu
@davidgauntlett
@dhirajmurthy
@anabelquanhaase
@equality_ca

Top Mentioned in G2:
@tarletong
@davidgauntlett
@dhirajmurthy
@anabelquanhaase
@equality_ca

Top Mentioned in G3:
@tarletong
@socmediaconf
@communalyzer

Top Mentioned in G4:
@nodexl
@nodexl_mktng
@marc_smith
@smr_foundation
@socmediaconf
@was3210
@ajmfenton
@ryersonu
@trsmryersonu
@alexfenton

Top Mentioned in G5:
@twitter
@kaitlynn_mendes
@snappyalligator
@drlukesloan
@ryersonu
@trsmryersonu
@alexfenton
@tarletong

Top Mentioned in G7:
@vdennen
@sarutledge1116
@laurenbagdy
@marcwitowski

Top Mentioned in G8:
@uoft
@anandumu
@lhgerido

Top Mentioned in G10:
@raquelrecuero
@gabizago
@tarletong

Top Tweeters
Top Tweeters in Entire Graph:
@crhemanth
@datadrivencare
@docdre
@anetto
@kayan2727
@vivianfrancos
@lakeconor
@roch
@sportmgmtprof
@phmai

Top Tweeters in G1:
@docdre
@roch
@ap_planner
@ryanjgallag
@stuartwshulman
@ambartosik
@harrytdyer
@dw_p
@gruzd
@jetsumgerl

Top Tweeters in G2:
@anetto
@mdesjardin
@davidgauntlett
@bblodgett
@jacobsonjenna
@bksutherland
@smithisgeneric
@anabelquanhaase
@equality_ca
@dhirajmurthy

Top Tweeters in G3:
@phmai
@yearrypanji
@juancommander
@mylynnfelt
@smlabto
@neilalperstein
@vivfiona
@blake_w_hawkins
@karami_amir
@fadlan_anam

Top Tweeters in G4:
@vivianfrancos
@ryersonu
@was3210
@trsmryersonu
@marc_smith
@alexfenton
@nodexl
@smr_foundation
@nodexl_mktng
@ajmfenton

Top Tweeters in G5:
@sportmgmtprof
@snappyalligator
@twitter
@discovertext
@texifter
@drlukesloan
@rloneyhowes
@kaitlynn_mendes

Top Tweeters in G6:
@lakeconor
@ramykhodeir
@brendam
@eromerohall
@amyjohnsonphd
@larridy

Top Tweeters in G7:
@vdennen
@islt_fsu
@laurenbagdy
@sarutledge1116
@marcwitowski

Top Tweeters in G8:
@uoft
@adamworrall4
@lhgerido
@anandumu

Top Tweeters in G9:
@datadrivencare
@herc_tweets
@lamiecehassan
@data_saves

Top Tweeters in G10:
@raquelrecuero
@gabizago
@felipebsoares


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