SMsociety, Twitter, 7/20/2019 1:39:21 PM, 204638


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SMsociety_2019-07-20_05-27-43.xlsx
SMsociety_2019-07-20_05-27-43.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 20, 2019
Short Description:
SMsociety via NodeXL http://bit.ly/2O8XmKD
@socmediaconf
@panoptika
@smlabto
@nodexl
@adamworrall4
@jacobsonjenna
@sportmgmtprof
@discovertext
@infogamerist
@drlukesloan

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

Description:
Description
The graph represents a network of 212 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 Saturday, 20 July 2019 at 12:28 UTC.

The tweets in the network were tweeted over the 7-day, 16-hour, 20-minute period from Friday, 12 July 2019 at 20:05 UTC to Saturday, 20 July 2019 at 12:26 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 : 212
Unique Edges : 407
Edges With Duplicates : 321
Total Edges : 728
Self-Loops : 87
Reciprocated Vertex Pair Ratio : 0.0805369127516778
Reciprocated Edge Ratio : 0.149068322981366
Connected Components : 10
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 184
Maximum Edges in a Connected Component : 695
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.988166
Graph Density : 0.0107976392738979
Modularity : 0.36406
NodeXL Version : 1.0.1.417

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[15] https://socialmediaandsociety.org/2019-schedule/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203576
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203587
[4] https://socialmediaandsociety.org/2019-schedule/2019-workshops/
[4] http://journals.sagepub.com/doi/10.1177/1556264619853447
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203603
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203544
[3] https://twitter.com/SocMediaConf/status/1151537046365888514
[3] https://www.youtube.com/watch?v=QrBO9BvZFFA

[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203602

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

[2] http://parking.greenp.com/find-parking/?a=ted%20rogers%20school%20of%20management&x=0&y=0
[1] https://socialmediaandsociety.org/
[1] https://socialmediaandsociety.org/2019/things-to-check-out-while-in-toronto-smsociety-2019/
[1] https://socialmediaandsociety.org/2019-schedule/2019-workshops/
[1] https://www.youtube.com/watch?v=L_UTaEtfXpQ

[1] http://www.copyrite.ca/
[1] https://vivianfrancos.com/workshop-introduction-to-social-media-network-analysis-with-nodexl/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203544

Top URLs in Tweet in G2:
[8] https://socialmediaandsociety.org/2019-schedule/
[3] http://journals.sagepub.com/doi/10.1177/1556264619853447
[2] https://twitter.com/SocMediaConf/status/1151537046365888514
[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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203602
[1] https://twitter.com/discovertext/status/1151957269019549699

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203603
[2] https://easychair.org/smart-program/SMSociety19/2019-07-19.html#talk:106912
[1] https://dl.acm.org/citation.cfm?id=3328546
[1] https://twitter.com/SocMediaConf/status/1151106708774649856
[1] https://twitter.com/wihbey/status/1152242149574029313
[1] https://www.facebook.com/story.php?story_fbid=10156101886201249&id=661866248
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203602
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203544
[1] https://twitter.com/joshua_eaton/status/1152191948096245760
[1] http://socialmediaandsociety.org

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203587
[1] https://twitter.com/ThisandThatBit/status/1152226132714041344

Top URLs in Tweet in G5:
[1] https://twitter.com/SocMediaConf/status/1150772571912265729
[1] https://twitter.com/LisaLundgren21/status/1152274202189340673
[1] http://journals.sagepub.com/doi/10.1177/1556264619853447
[1] https://www.instagram.com/p/B0Elf-NJ1hV/
[1] https://www.instagram.com/p/B0ElzZOpWVb/
[1] https://slate.com/human-interest/2019/07/parenting-standards-business-trips-care-and-feeding.html

Top URLs in Tweet in G6:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203576
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203587
[1] https://twitter.com/marc_smith/status/1151924332224028675
[1] https://socialmediaandsociety.org/2019-schedule/2019-workshops/
[1] https://socialmediaandsociety.org/2019-schedule/
[1] https://jackjamieson.net/smsociety19/

Top URLs in Tweet in G7:
[1] https://theglassroom.org
[1] https://twitter.com/lilachdh/status/1152360479190392833

Top URLs in Tweet in G8:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203576
[1] https://discovertext.com/publications/
[1] https://twitter.com/SocMediaConf/status/1151537046365888514
[1] https://twitter.com/StuartWShulman/status/1151894739521810432
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203544
[1] https://twitter.com/socmediaconf/status/1151944733486460928

Top URLs in Tweet in G9:
[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/DrLukeSloan/status/1152196732962430977

Top URLs in Tweet in G10:
[1] https://dl.acm.org/citation.cfm?id=3328562

Top Domains
Top Domains in Tweet in Entire Graph:
[25] socialmediaandsociety.org
[20] twitter.com
[20] nodexlgraphgallery.org
[4] sagepub.com
[4] youtube.com
[3] acm.org
[2] easychair.org
[2] instagram.com
[2] facebook.com
[2] communalyzer.com

Top Domains in Tweet in G1:
[9] socialmediaandsociety.org
[3] youtube.com
[2] greenp.com
[2] nodexlgraphgallery.org
[2] twitter.com
[1] copyrite.ca
[1] vivianfrancos.com
[1] acm.org

Top Domains in Tweet in G2:
[13] socialmediaandsociety.org
[4] twitter.com
[3] nodexlgraphgallery.org
[3] sagepub.com
[2] communalyzer.com
[1] youtube.com
[1] socialdatalab.net

Top Domains in Tweet in G3:
[5] nodexlgraphgallery.org
[4] twitter.com
[2] easychair.org
[1] acm.org
[1] facebook.com
[1] socialmediaandsociety.org

Top Domains in Tweet in G4:
[2] nodexlgraphgallery.org
[1] twitter.com

Top Domains in Tweet in G5:
[2] twitter.com
[2] instagram.com
[1] sagepub.com
[1] slate.com

Top Domains in Tweet in G6:
[6] nodexlgraphgallery.org
[2] socialmediaandsociety.org
[1] twitter.com
[1] jackjamieson.net

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

Top Domains in Tweet in G8:
[3] twitter.com
[2] nodexlgraphgallery.org
[1] discovertext.com

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

Top Domains in Tweet in G10:
[1] acm.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[364] smsociety
[20] socialmedia
[15] toronto
[8] nodexl
[7] fsu
[7] arabic
[7] chinese
[7] sna
[4] fsucoe
[4] islt



Top Hashtags in Tweet in G1:
[85] smsociety
[9] socialmedia
[4] toronto
[3] to
[1] coffee
[1] sna
[1] redessociales
[1] nodexl
[1] botometer
[1] myresearch

Top Hashtags in Tweet in G2:
[113] smsociety
[6] toronto
[4] academiclife
[3] conferencing
[2] socialmedia
[1] quality
[1] peeps
[1] balancetonporc
[1] metoo
[1] cuentalo

Top Hashtags in Tweet in G3:
[29] smsociety
[4] arabic
[4] chinese
[3] socialmedia
[3] nodexl
[3] toronto
[3] fsu
[2] workshop
[1] smsociety19
[1] redessociales

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

Top Hashtags in Tweet in G5:
[37] smsociety
[3] socialmedia
[3] fsu
[3] fsucoe
[3] islt
[2] academictwitter
[1] highschool
[1] education
[1] school
[1] eme6414

Top Hashtags in Tweet in G6:
[50] smsociety
[5] sna
[3] socialmedia
[3] nodexl
[2] netnography
[2] metoo
[1] dataviz
[1] infovis
[1] toronto
[1] arabic

Top Hashtags in Tweet in G7:
[10] smsociety
[1] datasaveslives

Top Hashtags in Tweet in G8:
[24] smsociety
[2] digitalmethods
[2] arabic
[2] chinese
[1] metoo
[1] twitter
[1] scholars
[1] smsociety19
[1] toronto
[1] reddit

Top Hashtags in Tweet in G9:
[6] smsociety
[1] ccpa
[1] gdpr
[1] sm
[1] marketing
[1] marketingstrategy
[1] ryerson

Top Hashtags in Tweet in G10:
[1] afd
[1] smsociety

Top Words
Top Words in Tweet in Entire Graph:
[284] Words in Sentiment List#1: Positive
[89] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8325] Non-categorized Words
[8698] Total Words
[364] #smsociety
[120] socmediaconf
[107] social
[82] workshop
[74] nodexl

Top Words in Tweet in G1:
[85] #smsociety
[43] socmediaconf
[21] social
[20] conference
[20] 19
[19] workshop
[18] join
[18] july
[18] out
[15] keynote

Top Words in Tweet in G2:
[113] #smsociety
[36] socmediaconf
[25] out
[25] smlabto
[24] join
[18] time
[18] research
[17] social
[17] workshop
[16] keynote

Top Words in Tweet in G3:
[29] #smsociety
[15] scholars
[14] socmediaconf
[14] nodexl
[10] jacobsonjenna
[9] anabelquanhaase
[8] raquelrecuero
[8] data
[7] paper
[7] presenting

Top Words in Tweet in G4:
[8] #smsociety
[6] phmai
[3] was3210
[3] nodexl
[3] socmediaconf
[3] smlabto
[3] think
[3] panoptika
[2] out
[2] abt

Top Words in Tweet in G5:
[37] #smsociety
[34] data
[22] social
[18] media
[10] survey
[8] privacy
[8] linking
[7] laurenbagdy
[7] twitter
[6] vdennen

Top Words in Tweet in G6:
[50] #smsociety
[35] nodexl
[27] social
[24] workshop
[22] network
[16] media
[15] alexfenton
[15] analysis
[15] marc_smith
[14] socmediaconf

Top Words in Tweet in G7:
[13] data
[10] tools
[10] #smsociety
[7] lamiecehassan
[7] day
[7] 1
[7] reflections
[7] out
[6] many
[6] analysis

Top Words in Tweet in G8:
[24] #smsociety
[10] socmediaconf
[7] jacobsonjenna
[7] workshop
[6] join
[6] nodexl
[5] scholars
[5] network
[5] looking
[5] social

Top Words in Tweet in G9:
[6] #smsociety
[3] conference
[2] s
[2] workshop
[2] many
[2] new
[2] social
[2] media

Top Words in Tweet in G10:
[2] new
[2] research
[2] path_data
[2] presents
[2] analysis
[2] afd's
[2] sm
[2] strategy
[2] 2017
[2] elections

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[68] social,media
[30] looking,forward
[29] check,out
[19] unable,attend
[19] attend,#smsociety
[19] #smsociety,'s
[19] 's,keynote
[19] keynote,sessions
[19] sessions,need
[19] need,worry

Top Word Pairs in Tweet in G1:
[14] social,media
[10] livestream,july
[10] 9am,et
[10] #smsociety,socmediaconf
[9] check,out
[9] out,#smsociety
[9] socmediaconf,arranca
[9] arranca,10ª
[9] 10ª,conferencia
[9] conferencia,internacional

Top Word Pairs in Tweet in G2:
[15] check,out
[11] unable,attend
[11] attend,#smsociety
[11] #smsociety,'s
[11] 's,keynote
[11] keynote,sessions
[11] sessions,need
[11] need,worry
[11] worry,we've
[11] we've,covered

Top Word Pairs in Tweet in G3:
[7] nodexl,socmediaconf
[6] social,media
[5] looking,forward
[4] raquelrecuero,gabizago
[4] gabizago,paper
[4] paper,asymmetric
[4] asymmetric,polarization
[4] polarization,twitter
[4] twitter,2018
[4] #arabic,#chinese

Top Word Pairs in Tweet in G4:
[3] socmediaconf,phmai
[3] phmai,smlabto
[2] was3210,#smsociety
[2] #smsociety,nodexl
[2] nodexl,view
[2] view,full
[2] full,report
[2] report,top
[2] top,users
[2] users,socmediaconf

Top Word Pairs in Tweet in G5:
[18] social,media
[9] media,data
[4] vdennen,sarutledge1116
[4] sarutledge1116,laurenbagdy
[4] early,career
[4] linked,data
[4] survey,data
[4] twitter,data
[3] laurenbagdy,presenting
[3] #fsu,#fsucoe

Top Word Pairs in Tweet in G6:
[16] social,media
[14] network,analysis
[9] media,network
[8] analysis,nodexl
[7] great,workshop
[7] social,network
[7] marc_smith,#smsociety
[6] workshop,today
[6] today,social
[6] analysis,netnography

Top Word Pairs in Tweet in G7:
[7] day,1
[7] 1,reflections
[5] reflections,many
[5] many,useful
[5] useful,data
[5] data,analysis
[5] analysis,tools
[5] tools,out
[5] out,ve
[5] ve,seen

Top Word Pairs in Tweet in G8:
[4] early,career
[4] career,scholars
[4] looking,forward
[3] jacobsonjenna,jeffhemsley
[2] socmediaconf,jacobsonjenna
[2] jeffhemsley,smithisgeneric
[2] smithisgeneric,awesome
[2] awesome,turnout
[2] turnout,#smsociety
[2] #smsociety,early

Top Word Pairs in Tweet in G9:
[2] many,new
[2] social,media

Top Word Pairs in Tweet in G10:
[2] new,research
[2] research,path_data
[2] path_data,presents
[2] presents,analysis
[2] analysis,afd's
[2] afd's,sm
[2] sm,strategy
[2] strategy,2017
[2] 2017,elections
[2] elections,afd

Top Replied-To
Top Replied-To in Entire Graph:
@socmediaconf
@sportmgmtprof
@drlukesloan
@anabelquanhaase
@was3210
@dhirajmurthy
@lisa_sugiura
@discovertext
@texifter
@unbc

Top Replied-To in G1:
@ryersonu

Top Replied-To in G2:
@sportmgmtprof
@simonaciobotaru
@jacobsonjenna
@socmediaconf
@rloneyhowes
@phmai
@texifter
@drlukesloan
@discovertext
@kurt_wirth

Top Replied-To in G4:
@was3210
@kasocialmedia

Top Replied-To in G5:
@anabelquanhaase
@dhirajmurthy
@laurenbagdy
@drlukesloan
@lisalundgren21

Top Replied-To in G6:
@lisa_sugiura
@was3210
@alexfenton
@socmediaconf

Top Replied-To in G8:
@socmediaconf
@drlukesloan

Top Mentioned
Top Mentioned in Entire Graph:
@socmediaconf
@smlabto
@jacobsonjenna
@nodexl
@phmai
@marc_smith
@alexfenton
@drlukesloan
@anabelquanhaase
@activithink

Top Mentioned in G1:
@socmediaconf
@activithink
@phmai
@ryersonu
@jacobsonjenna
@nodexl
@smlabto
@tarletong
@starbucks
@marc_smith

Top Mentioned in G2:
@socmediaconf
@smlabto
@drlukesloan
@phmai
@priyakumar613
@sportmgmtprof
@jacobsonjenna
@lutzid
@socmeddr
@twitter

Top Mentioned in G3:
@socmediaconf
@jacobsonjenna
@anabelquanhaase
@raquelrecuero
@tarletong
@dhirajmurthy
@nodexl
@gabizago
@smlabto
@mcewanincomm

Top Mentioned in G4:
@phmai
@nodexl
@socmediaconf
@smlabto
@panoptika
@was3210
@jacobs
@peoplecan
@susanalmon
@ignitesolutionz

Top Mentioned in G5:
@vdennen
@laurenbagdy
@sarutledge1116
@lisalundgren21
@drlukesloan
@marcwitowski
@jeffhemsley
@dhirajmurthy
@anabelquanhaase
@anandumu

Top Mentioned in G6:
@marc_smith
@alexfenton
@socmediaconf
@nodexl
@lisa_sugiura
@phmai
@salfordbizsch
@was3210
@eromerohall
@rloneyhowes

Top Mentioned in G7:
@lamiecehassan
@jrpybus
@lilachdh
@markcote
@_xs
@info_activism
@ahrcpress
@kingsdh

Top Mentioned in G8:
@socmediaconf
@jacobsonjenna
@discovertext
@jeffhemsley
@smithisgeneric
@zachmcdowell
@rloneyhowes
@trsmryersonu
@stuartwshulman
@eromerohall

Top Mentioned in G10:
@path_data
@sciorestis
@simonhegelich
@morshahrezaye

Top Tweeters
Top Tweeters in Entire Graph:
@ottlegalrebels
@starbucks
@laporres
@crhemanth
@yurikageyama
@kurt_wirth
@datadrivencare
@barrywellman
@huhuzgz
@docdre

Top Tweeters in G1:
@starbucks
@laporres
@yurikageyama
@huhuzgz
@docdre
@anetto
@lakeconor
@galjuwaiser
@ra
@beata_j

Top Tweeters in G2:
@ottlegalrebels
@kurt_wirth
@sportmgmtprof
@phmai
@drl
@yearrypanji
@brendam
@unbc
@twitter
@stuartwshulman

Top Tweeters in G3:
@barrywellman
@mktdiginews
@raquelrecuero
@davidgauntlett
@brucecronin
@nodexl
@dr_who
@bblodgett
@nu_camd
@jacobsonjenna

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

Top Tweeters in G5:
@uoft
@adamworrall4
@fsueducation
@eromerohall
@paleoparadox
@lisalundgren21
@prabeshsubedi
@stefhaustein
@vdennen
@lhgerido

Top Tweeters in G6:
@was3210
@soci
@snappyalligator
@salfordbizsch
@marc_smith
@alexfenton
@lisa_sugiura
@nsmnss
@richdron
@robmittelman

Top Tweeters in G7:
@datadrivencare
@_xs
@info_activism
@simontanner
@ahrcpress
@safepress
@glabnetwork
@aboynejames
@herc_tweets
@markcote

Top Tweeters in G8:
@vivianfrancos
@trsmryersonu
@pauljreilly
@discovertext
@bobboynton
@texifter
@smithisgeneric
@zachmcdowell
@jeffhemsley
@hichamsebti

Top Tweeters in G9:
@ramykhodeir
@lenikrsova
@jessyp
@jar
@amyjohnsonphd
@rick_hho

Top Tweeters in G10:
@simonhegelich
@sciorestis
@morshahrezaye
@path_data