#SMSociety, Twitter, 7/19/2019 1:02:40 PM, 203575


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#SMSociety Twitter NodeXL SNA Map and Report for Friday, 19 July 2019 at 12:52 UTC
#SMSociety Twitter NodeXL SNA Map and Report for Friday, 19 July 2019 at 12:52 UTC
From:
Marc_Smith
Uploaded on:
July 19, 2019
Short Description:
#SMSociety via NodeXL http://bit.ly/32BTipC
@socmediaconf
@phmai
@smlabto
@activithink
@panoptika
@andydonovancfre
@discovertext
@tarletong
@jacobsonjenna
@nodexl

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

Description:
Description
The graph represents a network of 128 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 Friday, 19 July 2019 at 12:53 UTC.

The tweets in the network were tweeted over the 6-day, 16-hour, 35-minute period from Friday, 12 July 2019 at 20:05 UTC to Friday, 19 July 2019 at 12:41 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 : 128
Unique Edges : 287
Edges With Duplicates : 186
Total Edges : 473
Number of Edge Types : 4
Mentions : 281
Replies to : 16
Tweet : 46
Retweet : 130
Self-Loops : 47
Reciprocated Vertex Pair Ratio : 0.0588235294117647
Reciprocated Edge Ratio : 0.111111111111111
Connected Components : 12
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 106
Maximum Edges in a Connected Component : 444
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.699929
Graph Density : 0.0199311023622047
Modularity : 0.378861
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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203544
[4] https://socialmediaandsociety.org/2019-schedule/2019-workshops/
[3] https://twitter.com/SocMediaConf/status/1151537046365888514
[2] https://vivianfrancos.com/workshop-introduction-to-social-media-network-analysis-with-nodexl/
[2] https://twitter.com/SocMediaConf/status/1150758283562688513
[2] https://communalyzer.com/
[2] https://easychair.org/smart-program/SMSociety19/2019-07-19.html#talk:106912
[2] https://twitter.com/jacobsonjenna/status/1150750799846420486
[2] https://www.youtube.com/watch?v=QrBO9BvZFFA


Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203544
[2] https://easychair.org/smart-program/SMSociety19/2019-07-19.html#talk:106912
[2] https://socialmediaandsociety.org/2019-schedule/
[2] https://vivianfrancos.com/workshop-introduction-to-social-media-network-analysis-with-nodexl/
[2] https://twitter.com/SocMediaConf/status/1150758283562688513
[1] https://www.facebook.com/story.php?story_fbid=10156101886201249&id=661866248
[1] https://twitter.com/marc_smith/status/1151924332224028675
[1] https://socialmediaandsociety.org/2019-schedule/2019-workshops/
[1] https://twitter.com/jacobsonjenna/status/1120333815182848001
[1] http://socialmediaandsociety.org

Top URLs in Tweet in G2:
[7] 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] http://parking.greenp.com/find-parking/?a=ted%20rogers%20school%20of%20management&x=0&y=0
[1] https://www.youtube.com/watch?v=L_UTaEtfXpQ

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

Top URLs in Tweet in G3:
[5] 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 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203544
[1] https://socialmediaandsociety.org/2019-schedule/
[1] https://twitter.com/discovertext/status/1151957269019549699
[1] https://twitter.com/SportMgmtProf/status/1089975074625511424
[1] https://twitter.com/SocMediaConf/status/1151106708774649856

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
[1] https://twitter.com/socmediaconf/status/1151944733486460928

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

Top Domains in Tweet in G1:
[5] twitter.com
[4] socialmediaandsociety.org
[3] nodexlgraphgallery.org
[2] easychair.org
[2] vivianfrancos.com
[1] facebook.com

Top Domains in Tweet in G2:
[9] socialmediaandsociety.org
[2] youtube.com
[1] copyrite.ca
[1] greenp.com
[1] twitter.com

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

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[188] smsociety
[18] socialmedia
[9] toronto
[8] nodexl
[5] sna
[4] arabic
[4] chinese
[4] fsu
[4] fsucoe
[4] islt



Top Hashtags in Tweet in G1:
[47] smsociety
[15] socialmedia
[8] nodexl
[5] sna
[3] workshop
[3] friday
[2] toronto
[2] netnography
[1] arabic
[1] chinese

Top Hashtags in Tweet in G2:
[50] smsociety
[3] toronto
[1] to
[1] quality
[1] peeps

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

Top Hashtags in Tweet in G4:
[2] thanks
[1] smsociety

Top Hashtags in Tweet in G5:
[30] smsociety
[3] arabic
[3] chinese
[2] metoo
[2] smsociety19
[2] academiclife
[2] conferencing
[1] twitter
[1] scholars
[1] digitalmethods

Top Hashtags in Tweet in G6:
[9] 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:
[1] smsociety

Top Words
Top Words in Tweet in Entire Graph:
[148] Words in Sentiment List#1: Positive
[57] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5354] Non-categorized Words
[5559] Total Words
[213] #smsociety
[78] social
[48] media
[48] july
[47] workshop

Top Words in Tweet in G1:
[53] #smsociety
[25] workshop
[23] nodexl
[21] marc_smith
[20] #nodexl
[18] was3210
[17] socmediaconf
[17] #socialmedia
[16] alexfenton
[15] social

Top Words in Tweet in G2:
[53] #smsociety
[25] social
[21] july
[21] out
[20] conference
[15] join
[15] media
[13] toronto
[12] 19
[12] check

Top Words in Tweet in G3:
[49] #smsociety
[23] social
[20] reddit
[19] join
[15] time
[15] july
[14] out
[13] research
[12] keynote
[12] livestream

Top Words in Tweet in G4:
[2] #thanks
[2] always
[2] giving
[2] more
[2] think
[2] peoplecan
[2] susanalmon
[2] ignitesolutionz
[2] profng
[2] tsanipass

Top Words in Tweet in G5:
[35] #smsociety
[12] twitter
[11] toronto
[9] social
[9] july
[8] conference
[8] data
[6] join
[6] discovertext
[5] sportmgmtprof

Top Words in Tweet in G6:
[9] #smsociety
[4] toronto
[2] conference
[2] ready
[2] poster
[2] presentation
[2] time
[2] looking
[2] forward
[2] well

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:
[2] people
[2] data

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[48] social,media
[29] livestream,july
[29] 9am,et
[26] check,out
[22] looking,forward
[17] july,20
[16] july,19
[16] 19,21st
[16] career,scholars
[15] conference,here

Top Word Pairs in Tweet in G1:
[12] social,media
[11] #smsociety,socmediaconf
[11] socmediaconf,arranca
[11] arranca,10ª
[11] 10ª,conferencia
[11] conferencia,internacional
[11] internacional,#socialmedia
[11] #socialmedia,sociedad
[11] sociedad,19
[11] 19,21julio

Top Word Pairs in Tweet in G2:
[15] social,media
[12] check,out
[12] livestream,july
[12] 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 G3:
[12] livestream,july
[12] 9am,et
[12] social,media
[11] new,reddit
[9] time,#smsociety
[9] #smsociety,new
[9] reddit,community
[9] community,analyzer
[9] analyzer,research
[9] research,tool

Top Word Pairs in Tweet in G4:
[2] #thanks,always
[2] always,giving
[2] giving,more
[2] more,think
[2] think,peoplecan
[2] peoplecan,susanalmon
[2] susanalmon,ignitesolutionz
[2] ignitesolutionz,profng
[2] profng,tsanipass
[2] tsanipass,phmai

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

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

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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tarletong
@socmediaconf
@marc_smith
@was3210
@alexfenton
@ryersonu
@nodexl
@twitter
@davidgauntlett
@dhirajmurthy

Top Mentioned in G1:
@marc_smith
@was3210
@socmediaconf
@alexfenton
@ryersonu
@nodexl
@nodexl_mktng
@tarletong
@smr_foundation
@jacobsonjenna

Top Mentioned in G2:
@tarletong
@socmediaconf
@ryersonu
@ryerson
@davidgauntlett
@dhirajmurthy
@anabelquanhaase
@equality_ca
@trsmryersonu
@starbucks

Top Mentioned in G3:
@tarletong
@davidgauntlett
@dhirajmurthy
@anabelquanhaase
@equality_ca
@socmediaconf
@communalyzer
@starbucks

Top Mentioned in G4:
@peoplecan
@susanalmon
@ignitesolutionz
@profng
@tsanipass
@phmai
@andydonovancfre
@convershealth
@rnason_dal
@daleyprogress

Top Mentioned in G5:
@twitter
@tarletong
@raquelrecuero
@drlukesloan
@kaitlynn_mendes
@snappyalligator
@discovertext
@sportmgmtprof
@gabizago
@alexfenton

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

Top Mentioned in G8:
@uoft
@anandumu
@lhgerido

Top Tweeters
Top Tweeters in Entire Graph:
@starbucks
@laporres
@crhemanth
@yurikageyama
@datadrivencare
@huhuzgz
@docdre
@techreview
@anetto
@kayan2727

Top Tweeters in G1:
@laporres
@huhuzgz
@vivianfrancos
@_heba
@ryersonu
@jluis8
@was3210
@trsmryersonu
@salfordbizsch
@marc_smith

Top Tweeters in G2:
@starbucks
@yurikageyama
@docdre
@anetto
@roch
@mdesjardin
@ap_planner
@ryanjgallag
@stuartwshulman
@ambartosik

Top Tweeters in G3:
@phmai
@yearrypanji
@davidgauntlett
@juancommander
@mylynnfelt
@bblodgett
@thesraorg
@smlabto
@anabelquanhaase
@equality_ca

Top Tweeters in G4:
@techreview
@tsanipass
@daleyprogress
@susanalmon
@panoptika
@andydonovancfre
@ignitesolutionz
@peoplecan
@sjohnson717
@rnason_dal

Top Tweeters in G5:
@sportmgmtprof
@raquelrecuero
@snappyalligator
@twitter
@gabizago
@discovertext
@texifter
@drlukesloan
@rloneyhowes
@felipebsoares

Top Tweeters in G6:
@lakeconor
@ramykhodeir
@brendam
@eromerohall
@pauljreilly
@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:
@crhemanth
@kayan2727


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