#SMSociety, Twitter, 7/19/2019 11:18:46 PM, 203602


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#SMSociety_2019-07-19_16-10-07.xlsx
#SMSociety_2019-07-19_16-10-07.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 19, 2019
Short Description:
#SMSociety via NodeXL http://bit.ly/2O3Y1gt
@socmediaconf
@panoptika
@smlabto
@jacobsonjenna
@adamworrall4
@discovertext
@drlukesloan
@infogamerist
@sportmgmtprof
@nodexl

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

Description:
Description
The graph represents a network of 181 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 23:13 UTC.

The tweets in the network were tweeted over the 7-day, 3-hour, 6-minute period from Friday, 12 July 2019 at 20:05 UTC to Friday, 19 July 2019 at 23:12 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 : 181
Unique Edges : 358
Edges With Duplicates : 277
Total Edges : 635
Self-Loops : 76
Reciprocated Vertex Pair Ratio : 0.0850515463917526
Reciprocated Edge Ratio : 0.156769596199525
Connected Components : 8
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 169
Maximum Edges in a Connected Component : 622
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.015003
Graph Density : 0.0129220380601596
Modularity : 0.356172
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/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203587
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203576
[4] https://socialmediaandsociety.org/2019-schedule/2019-workshops/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203544
[3] http://journals.sagepub.com/doi/10.1177/1556264619853447
[3] https://twitter.com/SocMediaConf/status/1151537046365888514
[2] https://easychair.org/smart-program/SMSociety19/2019-07-19.html#talk:106912
[2] https://socialmediaandsociety.org/
[2] https://vivianfrancos.com/workshop-introduction-to-social-media-network-analysis-with-nodexl/

Top URLs in Tweet in G1:
[5] https://socialmediaandsociety.org/2019-schedule/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203544
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203576
[2] https://communalyzer.com/
[2] https://socialmediaandsociety.org/2019-schedule/2019-workshops/
[2] https://vivianfrancos.com/workshop-introduction-to-social-media-network-analysis-with-nodexl/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203587
[2] https://twitter.com/SocMediaConf/status/1150758283562688513
[1] https://discovertext.com/publications/
[1] https://twitter.com/SocMediaConf/status/1151537046365888514

Top URLs in Tweet in G2:
[6] https://socialmediaandsociety.org/2019-schedule/
[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] http://www.copyrite.ca/

Top URLs in Tweet in G3:
[4] https://socialmediaandsociety.org/2019-schedule/
[2] http://journals.sagepub.com/doi/10.1177/1556264619853447
[2] https://twitter.com/SocMediaConf/status/1151537046365888514
[1] https://twitter.com/discovertext/status/1151957269019549699
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203587
[1] https://twitter.com/joshua_eaton/status/1152191948096245760
[1] https://twitter.com/priyakumar613/status/1152280436548280320
[1] https://socialmediaandsociety.org/2019-schedule/2019-workshops/
[1] https://socialmediaandsociety.org/
[1] http://socialdatalab.net/cosmos

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:
[2] https://easychair.org/smart-program/SMSociety19/2019-07-19.html#talk:106912
[1] https://twitter.com/wihbey/status/1152242149574029313
[1] http://socialmediaandsociety.org
[1] https://twitter.com/jacobsonjenna/status/1150750799846420486

Top URLs in Tweet in G6:
[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://twitter.com/SocMediaConf/status/1150772571912265729

Top URLs in Tweet in G7:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203576
[1] https://dl.acm.org/citation.cfm?id=3328559&dl=ACM&coll=DL

Top URLs in Tweet in G8:
[1] https://theglassroom.org

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://twitter.com/SocMediaConf/status/1151106708774649856

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

Top Domains in Tweet in G1:
[9] nodexlgraphgallery.org
[9] socialmediaandsociety.org
[6] twitter.com
[2] communalyzer.com
[2] vivianfrancos.com
[1] discovertext.com
[1] facebook.com
[1] youtube.com

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

Top Domains in Tweet in G3:
[6] socialmediaandsociety.org
[6] twitter.com
[2] sagepub.com
[1] nodexlgraphgallery.org
[1] socialdatalab.net

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

Top Domains in Tweet in G5:
[2] easychair.org
[2] twitter.com
[1] socialmediaandsociety.org

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

Top Domains in Tweet in G7:
[2] nodexlgraphgallery.org
[1] acm.org

Top Domains in Tweet in G8:
[1] theglassroom.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[329] smsociety
[18] socialmedia
[11] nodexl
[11] toronto
[6] sna
[5] arabic
[5] chinese
[5] workshop
[5] fsu
[4] metoo



Top Hashtags in Tweet in G1:
[105] smsociety
[10] nodexl
[9] socialmedia
[6] sna
[5] toronto
[4] workshop
[3] arabic
[3] chinese
[3] friday
[2] netnography

Top Hashtags in Tweet in G2:
[57] smsociety
[7] socialmedia
[2] to
[2] toronto
[1] arabic
[1] chinese
[1] coffee

Top Hashtags in Tweet in G3:
[76] smsociety
[3] academiclife
[3] conferencing
[3] toronto
[1] represent
[1] caffeineneeded
[1] dataprivacy
[1] trust
[1] balancetonporc
[1] metoo

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

Top Hashtags in Tweet in G5:
[12] smsociety

Top Hashtags in Tweet in G6:
[31] smsociety
[3] fsu
[3] fsucoe
[3] islt
[2] academictwitter
[2] socialmedia
[1] birthrightcitizenship
[1] utoronto
[1] onleg
[1] eme6414

Top Hashtags in Tweet in G7:
[20] smsociety
[2] metoo
[1] botometer
[1] toronto
[1] nodexl
[1] myresearch
[1] accessibility

Top Hashtags in Tweet in G8:
[4] smsociety
[1] datasaveslives

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

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

Top Words
Top Words in Tweet in Entire Graph:
[248] Words in Sentiment List#1: Positive
[74] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7308] Non-categorized Words
[7630] Total Words
[329] #smsociety
[105] socmediaconf
[93] social
[77] workshop
[66] data

Top Words in Tweet in G1:
[105] #smsociety
[53] nodexl
[37] socmediaconf
[37] social
[25] workshop
[24] network
[22] media
[21] marc_smith
[21] smlabto
[18] analysis

Top Words in Tweet in G2:
[57] #smsociety
[31] socmediaconf
[18] 19
[17] july
[16] conference
[16] out
[15] join
[13] workshop
[11] keynote
[11] livestream

Top Words in Tweet in G3:
[76] #smsociety
[21] socmediaconf
[18] workshop
[15] data
[14] great
[14] drlukesloan
[13] social
[12] conference
[12] out
[10] anabelquanhaase

Top Words in Tweet in G4:
[14] #smsociety
[7] socmediaconf
[6] phmai
[4] out
[3] think
[3] was3210
[3] nodexl
[3] smlabto
[3] panoptika
[2] check

Top Words in Tweet in G5:
[12] #smsociety
[11] scholars
[8] jacobsonjenna
[6] early
[6] career
[6] workshop
[5] join
[5] invited
[4] ready
[4] looking

Top Words in Tweet in G6:
[34] data
[31] #smsociety
[18] social
[14] media
[10] survey
[8] privacy
[7] linking
[7] twitter
[6] workshop
[6] more

Top Words in Tweet in G7:
[20] #smsociety
[10] social
[7] nodexl
[6] media
[6] conference
[6] same
[5] socmediaconf
[5] workshop
[5] network
[4] toronto

Top Words in Tweet in G8:
[8] data
[5] social
[4] #smsociety
[4] very
[4] excited
[4] heading
[4] toronto
[4] today
[4] media
[4] society

Top Words in Tweet in G9:
[5] #smsociety
[2] conference
[2] s
[2] workshop

Top Words in Tweet in G10:
[4] #smsociety
[3] july
[2] looking
[2] forward
[2] presenting
[2] raquelrecuero
[2] gabizago
[2] paper
[2] asymmetric
[2] polarization

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[58] social,media
[28] check,out
[26] looking,forward
[19] network,analysis
[18] early,career
[18] livestream,july
[18] 9am,et
[17] career,scholars
[16] july,19
[16] 19,21st

Top Word Pairs in Tweet in G1:
[22] social,media
[17] network,analysis
[10] check,out
[9] media,network
[9] analysis,nodexl
[9] #smsociety,nodexl
[9] new,reddit
[9] time,#smsociety
[8] #smsociety,new
[8] reddit,community

Top Word Pairs in Tweet in G2:
[9] livestream,july
[9] 9am,et
[8] july,19
[8] 19,21st
[8] check,out
[8] make,out
[8] out,#smsociety
[8] #smsociety,worries
[8] worries,tune
[8] tune,keynote

Top Word Pairs in Tweet in G3:
[9] #smsociety,workshop
[8] check,out
[7] looking,forward
[6] #smsociety,conference
[6] social,media
[6] socmediaconf,#smsociety
[4] #smsociety,week
[4] day,1
[4] 1,#smsociety
[4] big,board

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

Top Word Pairs in Tweet in G5:
[6] early,career
[6] career,scholars
[4] invited,scholars
[4] ready,#smsociety
[4] #smsociety,looking
[4] looking,forward
[4] forward,seeing
[4] seeing,everyone
[4] everyone,week
[3] scholars,join

Top Word Pairs in Tweet in G6:
[14] social,media
[9] media,data
[4] early,career
[4] survey,data
[4] linked,data
[4] twitter,data
[3] workshop,#smsociety
[3] data,survey
[3] data,linking
[3] linking,twitter

Top Word Pairs in Tweet in G7:
[6] social,media
[4] #smsociety,conference
[3] good,morning
[3] superalex,wrote
[3] wrote,paper
[3] paper,same
[3] same,same
[3] same,different
[3] different,changes
[3] changes,social

Top Word Pairs in Tweet in G8:
[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:
[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 Replied-To in Entire Graph:
@drlukesloan
@sportmgmtprof
@socmediaconf
@anabelquanhaase
@was3210
@dhirajmurthy
@lisa_sugiura
@discovertext
@texifter
@lisalundgren21

Top Replied-To in G1:
@lisa_sugiura
@drlukesloan
@socmediaconf
@simonaciobotaru
@alexfenton
@was3210

Top Replied-To in G3:
@sportmgmtprof
@phmai
@texifter
@drlukesloan
@discovertext
@jacobsonjenna
@rloneyhowes
@socmediaconf
@kurt_wirth
@alducornelissen

Top Replied-To in G4:
@kasocialmedia
@was3210
@jamescookuma

Top Replied-To in G5:
@socmediaconf

Top Replied-To in G6:
@anabelquanhaase
@dhirajmurthy
@lisalundgren21
@drlukesloan
@laurenbagdy

Top Replied-To in G7:
@ryersonu

Top Mentioned
Top Mentioned in Entire Graph:
@socmediaconf
@smlabto
@nodexl
@jacobsonjenna
@marc_smith
@phmai
@alexfenton
@drlukesloan
@anabelquanhaase
@was3210

Top Mentioned in G1:
@socmediaconf
@nodexl
@marc_smith
@smlabto
@alexfenton
@phmai
@jacobsonjenna
@vivianfrancos
@was3210
@lisa_sugiura

Top Mentioned in G2:
@socmediaconf
@activithink
@phmai
@starbucks
@jacobsonjenna
@ryersonu
@smlabto
@ap_planner
@discovertext
@davidg

Top Mentioned in G3:
@socmediaconf
@drlukesloan
@anabelquanhaase
@smlabto
@dhirajmurthy
@lutzid
@stuartwshulman
@priyakumar613
@twitter
@mcewanincomm

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

Top Mentioned in G5:
@jacobsonjenna
@davidg
@davidgauntlett
@tarletong
@dhirajmurthy
@anabelquanhaase
@equality_ca
@jeffhemsley
@smithisgeneric
@socmediaconf

Top Mentioned in G6:
@vdennen
@laurenbagdy
@lisalundgren21
@drlukesloan
@sarutledge1116
@fsueducation
@dhirajmurthy
@jeffhemsley
@anabelquanhaase
@anandumu

Top Mentioned in G7:
@socmediaconf
@superalex
@ryersonu
@phmai
@beata_j
@kaitlynn_mendes
@snappyalligator
@rloneyhowes
@jackjamieson
@eromerohall

Top Mentioned in G8:
@lamiecehassan
@jrpybus

Top Mentioned in G10:
@raquelrecuero
@gabizago
@socmediaconf
@discovertext
@felipebsoares
@smlabto

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

Top Tweeters in G1:
@starbucks
@vivianfrancos
@ra
@phmai
@yearrypanji
@was3210
@salfordbizsch
@marc_smith
@alexfenton
@lisa_sugiura

Top Tweeters in G2:
@laporres
@yurikageyama
@huhuzgz
@docdre
@anetto
@galjuwaiser
@roch
@_heba
@jluis8
@mdesjardin

Top Tweeters in G3:
@ottlegalrebels
@kurt_wirth
@barrywellman
@sportmgmtprof
@brendam
@twitter
@stuartwshulman
@davidgauntlett
@lutzid
@brucecronin

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

Top Tweeters in G5:
@trsmryersonu
@bblodgett
@jacobsonjenna
@bksutherland
@smithisgeneric
@equality_ca
@zachmcdowell
@trsmretail
@jeffhemsley
@pvandubs

Top Tweeters in G6:
@uoft
@adamworrall4
@fsueducation
@paleoparadox
@lisalundgren21
@prabeshsubedi
@stefhaustein
@vdennen
@lhgerido
@westernufims

Top Tweeters in G7:
@lakeconor
@beata_j
@ryersonu
@snappyalligator
@ambartosik
@rloneyhowes
@jackjamieson
@kaitlynn_mendes
@superalex
@patcharlanduqam

Top Tweeters in G8:
@datadrivencare
@herc_tweets
@lamiecehassan
@jrpybus
@data_saves

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

Top Tweeters in G10:
@raquelrecuero
@gabizago
@felipebsoares


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