SMLabTO, Twitter, 7/19/2019 11:26:06 PM, 203604


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SMLabTO_2019-07-19_16-20-53.xlsx
SMLabTO_2019-07-19_16-20-53.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 19, 2019
Short Description:
SMLabTO via NodeXL http://bit.ly/2O4jXId
@smlabto
@arjun_sanyal
@socmediaconf
@drg_cost
@nodexl
@ryersonresearch
@socmeddr
@phmai
@eromerohall
@sportmgmtprof

Top hashtags:
#smsociety
#digitalmethods
#toronto
#data
#socialmediaresearch
#socialmedia
#bot
#nodexl

Description:
Description
The graph represents a network of 74 Twitter users whose recent tweets contained "SMLabTO", 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 23:21 UTC.

The tweets in the network were tweeted over the 9-day, 10-hour, 42-minute period from Wednesday, 10 July 2019 at 12:37 UTC to Friday, 19 July 2019 at 23:19 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 : 74
Unique Edges : 164
Edges With Duplicates : 49
Total Edges : 213
Self-Loops : 15
Reciprocated Vertex Pair Ratio : 0.0797546012269939
Reciprocated Edge Ratio : 0.147727272727273
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 74
Maximum Edges in a Connected Component : 213
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.764061
Graph Density : 0.0325805257312107
Modularity : 0.402268
NodeXL Version : 1.0.1.417

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://socialmedialab.ca/2019/05/15/guide-to-twitters-advanced-search-operators/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203587
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203544
[2] https://twitter.com/SMLabTO/status/1151488075828289536
[2] https://www.cbc.ca/news/technology/pringle-influencers-social-media-1.5207258
[2] https://socialmediaandsociety.org/2019-schedule/
[2] https://socialmediaandsociety.org/2019-schedule/2019-workshops/
[2] https://polidashboard.ca/
[2] https://twitter.com/SMLabTO/status/1148934363587010565
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203602

Top URLs in Tweet in G1:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203587
[2] https://socialmedialab.ca/2019/05/15/guide-to-twitters-advanced-search-operators/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203602
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203544
[1] https://insightswest.com/news/2019-canadian-social-media-insights-report/
[1] https://socialmedialab.ca/2018/02/25/state-of-social-media-in-canada/
[1] https://socialmediaandsociety.org/2019-schedule/
[1] https://www.youtube.com/watch?v=L_UTaEtfXpQ


Top URLs in Tweet in G2:
[2] https://www.cbc.ca/news/technology/pringle-influencers-social-media-1.5207258
[2] https://twitter.com/SMLabTO/status/1148934363587010565
[1] https://twitter.com/SMLabTO/status/1151488075828289536
[1] https://socialmedialab.ca/2019/05/15/guide-to-twitters-advanced-search-operators/
[1] https://fortune.com/2019/06/27/facebook-zuckerberg-pelosi-fake-video/

Top URLs in Tweet in G3:
[2] https://socialmedialab.ca/2019/05/15/guide-to-twitters-advanced-search-operators/
[2] https://polidashboard.ca/
[1] https://socialmediaandsociety.org/2019-schedule/2019-workshops/
[1] https://socialmediaandsociety.org/registration/
[1] https://globalnews.ca/news/5473966/facebook-nancy-pelosi-video-mark-zuckerbeg/
[1] https://runyourown.social/#if-learning-the-tech-stuff-is-realistically-not-going-to-happen
[1] https://www.youtube.com/watch?v=QrBO9BvZFFA

[1] https://techcrunch.com/2019/07/02/facebook-news-feed-changes-downrank-misleading-health-info-and-dangerous-cures/?mc_cid=776d93bf77&mc_eid=72b37ea19e
[1] https://communalyzer.com/
[1] https://socialmediaandsociety.org/2019-schedule/

Top URLs in Tweet in G4:
[1] https://www.cjr.org/tow_center/facebook-twitter-api-restrictions.php
[1] https://netzpolitik.org/2019/facebooks-algorithm-shapes-our-lives-this-hacker-wants-to-find-out-how/

Top URLs in Tweet in G5:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203544
[1] https://twitter.com/SMLabTO/status/1151488075828289536

Top URLs in Tweet in G6:
[1] https://twitter.com/SMLabTO/status/1118248839696277504
[1] https://socialmediaandsociety.org/2019-schedule/2019-workshops/

Top Domains
Top Domains in Tweet in Entire Graph:
[10] nodexlgraphgallery.org
[8] socialmedialab.ca
[6] twitter.com
[5] socialmediaandsociety.org
[2] youtube.com
[2] cbc.ca
[2] polidashboard.ca
[1] cjr.org
[1] netzpolitik.org
[1] communalyzer.com

Top Domains in Tweet in G1:
[7] nodexlgraphgallery.org
[3] socialmedialab.ca
[1] insightswest.com
[1] socialmediaandsociety.org
[1] youtube.com

Top Domains in Tweet in G2:
[3] twitter.com
[2] cbc.ca
[1] socialmedialab.ca
[1] fortune.com

Top Domains in Tweet in G3:
[4] socialmedialab.ca
[3] socialmediaandsociety.org
[2] polidashboard.ca
[1] globalnews.ca
[1] runyourown.social
[1] youtube.com
[1] techcrunch.com
[1] communalyzer.com
[1] twitter.com

Top Domains in Tweet in G4:
[1] cjr.org
[1] netzpolitik.org

Top Domains in Tweet in G5:
[3] nodexlgraphgallery.org
[1] twitter.com

Top Domains in Tweet in G6:
[1] twitter.com
[1] socialmediaandsociety.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[36] smsociety
[6] digitalmethods
[5] toronto
[5] data
[5] socialmediaresearch
[4] socialmedia
[4] bot
[3] nodexl
[3] arabic
[3] chinese



Top Hashtags in Tweet in G1:
[18] smsociety
[3] socialmedia
[3] nodexl
[3] toronto
[3] arabic
[3] chinese
[3] fsu
[2] sna
[2] workshop
[2] digitalmethods

Top Hashtags in Tweet in G2:
[2] smsociety
[2] digitalmethods
[1] data
[1] socialmediaresearch
[1] resistfacebook
[1] dumpzuck

Top Hashtags in Tweet in G3:
[12] smsociety
[2] digitalmethods
[2] data
[2] socialmediaresearch
[2] twitter
[1] toronto
[1] socialmedia
[1] socialnetwork
[1] research
[1] socialtechnology

Top Hashtags in Tweet in G5:
[3] smsociety

Top Hashtags in Tweet in G6:
[4] bot
[1] smsociety
[1] toronto

Top Words
Top Words in Tweet in Entire Graph:
[56] Words in Sentiment List#1: Positive
[50] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1411] Non-categorized Words
[1517] Total Words
[45] smlabto
[36] #smsociety
[24] social
[21] socmediaconf
[16] nodexl

Top Words in Tweet in G1:
[19] smlabto
[18] #smsociety
[11] phmai
[10] nodexl
[8] socmediaconf
[8] top
[7] social
[6] panoptika
[6] media
[5] sportmgmtprof

Top Words in Tweet in G2:
[7] smlabto
[5] socmeddr
[5] trsmryersonu
[4] people
[3] sportmgmtprof
[3] drlukesloan
[3] lutzid
[3] priyakumar613
[3] anabelquanhaase
[3] socmediaconf

Top Words in Tweet in G3:
[13] smlabto
[12] #smsociety
[9] new
[8] social
[7] keynote
[7] livestream
[7] s
[6] unable
[6] attend
[6] 's

Top Words in Tweet in G5:
[6] nodexl
[3] #smsociety
[3] socmediaconf
[3] smlabto
[3] jacobsonjenna
[3] discovertext
[3] tarletong
[3] vivianfrancos
[3] ra

Top Words in Tweet in G6:
[8] social
[4] #bot
[4] analysis
[4] workshop
[4] socmediaconf
[4] friday
[4] 2
[4] pm
[4] detecting
[4] analyzing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] social,media
[10] #smsociety,nodexl
[8] unable,attend
[8] attend,#smsociety
[8] #smsociety,'s
[8] 's,keynote
[8] keynote,sessions
[8] sessions,need
[8] need,worry
[8] worry,we've

Top Word Pairs in Tweet in G1:
[7] #smsociety,nodexl
[6] socmediaconf,phmai
[6] phmai,smlabto
[6] social,media
[5] nodexl,view
[5] view,full
[5] full,report
[5] report,top
[5] top,users
[5] users,socmediaconf

Top Word Pairs in Tweet in G2:
[3] sportmgmtprof,drlukesloan
[3] drlukesloan,lutzid
[3] priyakumar613,socmeddr
[3] socmeddr,anabelquanhaase
[3] anabelquanhaase,trsmryersonu
[3] trsmryersonu,socmediaconf
[3] socmediaconf,smlabto
[3] facebook,sorry
[3] sorry,again
[3] again,going

Top Word Pairs in Tweet in G3:
[6] unable,attend
[6] attend,#smsociety
[6] #smsociety,'s
[6] 's,keynote
[6] keynote,sessions
[6] sessions,need
[6] need,worry
[6] worry,we've
[6] we've,covered
[6] covered,join

Top Word Pairs in Tweet in G5:
[3] nodexl,#smsociety
[3] #smsociety,nodexl
[3] nodexl,socmediaconf
[3] socmediaconf,smlabto
[3] smlabto,jacobsonjenna
[3] jacobsonjenna,discovertext
[3] discovertext,tarletong
[3] tarletong,vivianfrancos
[3] vivianfrancos,ra

Top Word Pairs in Tweet in G6:
[4] social,#bot
[4] #bot,analysis
[4] analysis,workshop
[4] workshop,socmediaconf
[4] socmediaconf,friday
[4] friday,2
[4] 2,pm
[4] pm,detecting
[4] detecting,analyzing
[4] analyzing,social

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@smlabto
@socmediaconf
@phmai
@nodexl
@jacobsonjenna
@panoptika
@socmeddr
@discovertext
@sportmgmtprof
@tarletong

Top Mentioned in G1:
@smlabto
@phmai
@socmediaconf
@nodexl
@panoptika
@sportmgmtprof
@jacobsonjenna
@was3210
@jacobs
@infogamerist

Top Mentioned in G2:
@smlabto
@socmeddr
@trsmryersonu
@drlukesloan
@lutzid
@priyakumar613
@anabelquanhaase
@socmediaconf
@stuartwshulman
@ramonapringle

Top Mentioned in G3:
@smlabto
@socmediaconf
@gruzd
@socmeddr
@ramonapringle
@jeffhemsley
@irfanyeg
@vdennen
@laurenbagdy

Top Mentioned in G4:
@asist_sigsm
@asist_ec
@dirk_lew
@jeffhemsley
@ctspberkeley
@policyinternet
@icsjournal
@ludaesch
@smlabto
@bigdatasoc

Top Mentioned in G5:
@nodexl
@socmediaconf
@smlabto
@jacobsonjenna
@discovertext
@tarletong
@vivianfrancos
@ra

Top Mentioned in G6:
@socmediaconf
@karami_amir
@uofsc_cic
@smlabto

Top Mentioned in G7:
@smlabto
@socmediaconf
@laurentianu
@huntingtonuni
@laurentianuarts

Top Tweeters
Top Tweeters in Entire Graph:
@cbcnews
@vivianfrancos
@ra
@chrisalecanada
@sportmgmtprof
@phmai
@ryersonu
@panoptika
@raquelrecuero
@laurentianu

Top Tweeters in G1:
@sportmgmtprof
@phmai
@ryersonu
@panoptika
@was3210
@brendam
@adamworrall4
@caroli_isautier
@nodexl
@trsmretail

Top Tweeters in G2:
@cbcnews
@chrisalecanada
@trsmryersonu
@roburwin
@ramonapringle
@stuartwshulman
@barbararavel1
@lutzid
@ryersonsa
@ryersonresearch

Top Tweeters in G3:
@raquelrecuero
@jfrankmusic
@eromerohall
@mylynnfelt
@thesraorg
@gruzd
@smlabto
@irfanyeg
@profpaper
@vdennen

Top Tweeters in G4:
@ucd_ischool
@oiioxford
@mcluhanchi
@bigdatasoc
@arjun_sanyal
@jeffhemsley
@icsjournal
@policyinternet
@ludaesch
@dirk_lew

Top Tweeters in G5:
@vivianfrancos
@ra
@activithink
@jacobsonjenna
@discovertext
@tarletong

Top Tweeters in G6:
@rdlankes
@slisss
@wtomreichert
@uofsc_cic
@karami_amir

Top Tweeters in G7:
@laurentianu
@huntingtonuni
@drg_cost
@laurentianuarts


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