SMLabTO, Twitter, 7/22/2019 11:55:03 AM, 204763


FAQ | Problem?

SMLabTO_2019-07-22_04-42-53.xlsx
SMLabTO_2019-07-22_04-42-53.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 22, 2019
Short Description:
SMLabTO via NodeXL http://bit.ly/2ObTEQD
@smlabto
@arjun_sanyal
@vivianfrancos
@socmediaconf
@nodexl
@activithink
@smr_foundation
@sportmgmtprof
@ryersonresearch
@drg_cost

Top hashtags:
#smsociety
#nodexl
#toronto
#socialmedia
#fsu
#arabic
#chinese
#digitalmethods

Description:
Description
The graph represents a network of 106 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 Monday, 22 July 2019 at 11:50 UTC.

The tweets in the network were tweeted over the 9-day, 4-hour, 46-minute period from Saturday, 13 July 2019 at 01:43 UTC to Monday, 22 July 2019 at 06:30 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 : 106
Unique Edges : 253
Edges With Duplicates : 261
Total Edges : 514
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0693069306930693
Reciprocated Edge Ratio : 0.12962962962963
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 106
Maximum Edges in a Connected Component : 514
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.720541
Graph Density : 0.0291105121293801
Modularity : 0.273782
NodeXL Version : 1.0.1.417

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=204638
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203603
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203587
[5] https://socialmedialab.ca/2019/05/15/guide-to-twitters-advanced-search-operators/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203544
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203602
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=204688
[2] https://twitter.com/SMLabTO/status/1151488075828289536
[2] https://www.youtube.com/watch?v=L_UTaEtfXpQ

[2] https://www.cbc.ca/news/technology/pringle-influencers-social-media-1.5207258

Top URLs in Tweet in G1:
[2] https://socialmedialab.ca/2019/05/15/guide-to-twitters-advanced-search-operators/
[2] https://polidashboard.ca/
[1] https://socialmedialab.ca/2019/06/17/expressing-and-challenging-racist-discourse-on-facebook-new-study/
[1] https://socialmediaandsociety.org/2019-schedule/2019-workshops/
[1] https://socialmediaandsociety.org/registration/
[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://easychair.org/smart-program/SMSociety19/index.html
[1] https://socialmediaandsociety.org/2019-schedule/

Top URLs in Tweet in G2:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203603
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=204638
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203544
[1] https://twitter.com/nodexl/status/1152361121418043394
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203602
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=204688

Top URLs in Tweet in G3:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=204638
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203587
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203544
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=204688
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203603
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203602
[1] https://twitter.com/SMLabTO/status/1151488075828289536

Top URLs in Tweet in G4:
[2] https://www.cbc.ca/news/technology/pringle-influencers-social-media-1.5207258
[1] https://socialmedialab.ca/2019/05/15/guide-to-twitters-advanced-search-operators/
[1] https://twitter.com/SMLabTO/status/1151488075828289536

Top URLs in Tweet in G5:
[1] https://twitter.com/bibverband/status/1152193329435750403
[1] https://netzpolitik.org/2019/facebooks-algorithm-shapes-our-lives-this-hacker-wants-to-find-out-how/

Top URLs in Tweet in G6:
[2] https://socialmedialab.ca/2019/05/15/guide-to-twitters-advanced-search-operators/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203587
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203602
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203604

Top URLs in Tweet in G7:
[2] https://www.youtube.com/watch?v=L_UTaEtfXpQ

[1] https://socialmediaandsociety.org/2019-schedule/
[1] https://twitter.com/SMLabTO/status/1118248839696277504
[1] https://socialmediaandsociety.org/2019-schedule/2019-workshops/

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

Top Domains in Tweet in G1:
[3] socialmedialab.ca
[3] socialmediaandsociety.org
[2] polidashboard.ca
[1] youtube.com
[1] techcrunch.com
[1] communalyzer.com
[1] easychair.org
[1] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[17] nodexlgraphgallery.org
[1] twitter.com

Top Domains in Tweet in G3:
[17] nodexlgraphgallery.org
[1] twitter.com

Top Domains in Tweet in G4:
[2] cbc.ca
[1] socialmedialab.ca
[1] twitter.com

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

Top Domains in Tweet in G6:
[3] nodexlgraphgallery.org
[2] socialmedialab.ca

Top Domains in Tweet in G7:
[2] youtube.com
[2] socialmediaandsociety.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[67] smsociety
[16] nodexl
[14] toronto
[12] socialmedia
[10] fsu
[10] arabic
[10] chinese
[7] digitalmethods
[6] sna
[6] data



Top Hashtags in Tweet in G1:
[18] smsociety
[2] toronto
[2] digitalmethods
[2] data
[2] socialmediaresearch
[1] socialmedia
[1] socialnetwork
[1] research
[1] socialtechnology
[1] socialscience

Top Hashtags in Tweet in G2:
[10] smsociety
[7] nodexl
[3] socialmedia
[3] toronto
[3] arabic
[3] chinese
[3] fsu
[2] workshop
[2] redessociales
[2] influencers

Top Hashtags in Tweet in G3:
[23] smsociety
[8] nodexl
[7] socialmedia
[7] toronto
[7] arabic
[7] chinese
[7] fsu
[5] sna
[3] workshop
[3] fsucoe

Top Hashtags in Tweet in G4:
[4] smsociety
[2] digitalmethods
[1] data
[1] socialmediaresearch

Top Hashtags in Tweet in G6:
[7] smsociety
[3] digitalmethods
[3] data
[3] socialmediaresearch
[1] toronto
[1] socialmedia
[1] bot
[1] nodexl

Top Hashtags in Tweet in G7:
[5] smsociety
[4] bot
[1] toronto

Top Words
Top Words in Tweet in Entire Graph:
[85] Words in Sentiment List#1: Positive
[33] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1989] Non-categorized Words
[2107] Total Words
[85] smlabto
[77] nodexl
[72] socmediaconf
[67] #smsociety
[34] jacobsonjenna

Top Words in Tweet in G1:
[20] smlabto
[18] #smsociety
[10] keynote
[8] attend
[8] sessions
[8] livestream
[7] unable
[7] 's
[7] need
[7] worry

Top Words in Tweet in G2:
[40] nodexl
[32] socmediaconf
[19] jacobsonjenna
[16] tarletong
[15] smlabto
[14] drg_cost
[14] raquelrecuero
[13] vivianfrancos
[10] #smsociety
[7] #nodexl

Top Words in Tweet in G3:
[30] nodexl
[23] #smsociety
[21] socmediaconf
[21] smlabto
[16] top
[16] panoptika
[11] jacobsonjenna
[9] full
[9] report
[9] users

Top Words in Tweet in G4:
[9] smlabto
[6] trsmryersonu
[4] #smsociety
[4] socmediaconf
[3] influencers
[3] great
[3] sportmgmtprof
[3] drlukesloan
[3] lutzid
[3] priyakumar613

Top Words in Tweet in G5:
[2] asist_sigsm
[2] asist_ec
[2] smlabto

Top Words in Tweet in G6:
[14] smlabto
[7] #smsociety
[5] socmediaconf
[5] nodexl
[4] sportmgmtprof
[4] phmai
[4] great
[3] #digitalmethods
[3] #data
[3] #socialmediaresearch

Top Words in Tweet in G7:
[11] social
[6] socmediaconf
[5] #smsociety
[5] pm
[5] 2
[4] smlabto
[4] #bot
[4] analysis
[4] workshop
[4] friday

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] nodexl,socmediaconf
[21] #smsociety,nodexl
[18] panoptika,smlabto
[16] jacobsonjenna,raquelrecuero
[16] socmediaconf,panoptika
[15] socmediaconf,tarletong
[15] drg_cost,jacobsonjenna
[14] smlabto,nodexl
[14] tarletong,nodexl
[14] nodexl,drg_cost

Top Word Pairs in Tweet in G1:
[7] unable,attend
[7] attend,#smsociety
[7] #smsociety,'s
[7] 's,keynote
[7] keynote,sessions
[7] sessions,need
[7] need,worry
[7] worry,we've
[7] we've,covered
[7] covered,join

Top Word Pairs in Tweet in G2:
[16] nodexl,socmediaconf
[14] socmediaconf,tarletong
[14] drg_cost,jacobsonjenna
[14] jacobsonjenna,raquelrecuero
[13] tarletong,nodexl
[13] nodexl,drg_cost
[8] raquelrecuero,vivianfrancos
[8] socmediaconf,nodexl
[7] smlabto,beata_j
[6] vivianfrancos,smlabto

Top Word Pairs in Tweet in G3:
[13] #smsociety,nodexl
[11] panoptika,smlabto
[10] socmediaconf,panoptika
[9] full,report
[9] report,top
[9] top,users
[9] users,socmediaconf
[9] nodexl,socmediaconf
[8] smlabto,nodexl
[7] top,hashtags

Top Word Pairs in Tweet in G4:
[3] sportmgmtprof,drlukesloan
[3] drlukesloan,lutzid
[3] priyakumar613,socmeddr
[3] socmeddr,anabelquanhaase
[3] anabelquanhaase,trsmryersonu
[3] trsmryersonu,socmediaconf
[3] socmediaconf,smlabto
[2] full,house
[2] people,want
[2] want,feel

Top Word Pairs in Tweet in G5:
[2] asist_sigsm,asist_ec

Top Word Pairs in Tweet in G6:
[3] #data,#socialmediaresearch
[2] #smsociety,nodexl
[2] smlabto,guide
[2] guide,twitter
[2] twitter,s
[2] s,advanced
[2] advanced,search
[2] search,operators
[2] operators,#digitalmethods
[2] #digitalmethods,#data

Top Word Pairs in Tweet in G7:
[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 Replied-To in Entire Graph:
@sportmgmtprof
@gruzd
@socmediaconf
@lamiecehassan
@sonicux
@was3210
@eromerohall
@kurt_wirth
@nodexl
@smlabto

Top Replied-To in G1:
@gruzd
@lamiecehassan
@kurt_wirth
@eromerohall
@smlabto

Top Replied-To in G2:
@socmediaconf
@nodexl

Top Replied-To in G3:
@sportmgmtprof
@was3210
@sonicux

Top Replied-To in G4:
@sportmgmtprof

Top Replied-To in G6:
@sportmgmtprof

Top Replied-To in G7:
@sportmgmtprof

Top Mentioned
Top Mentioned in Entire Graph:
@smlabto
@socmediaconf
@nodexl
@jacobsonjenna
@panoptika
@tarletong
@drg_cost
@raquelrecuero
@vivianfrancos
@phmai

Top Mentioned in G1:
@smlabto
@socmediaconf
@gruzd
@phmai
@vdennen
@laurenbagdy
@irfanyeg
@socmeddr
@ramonapringle
@docassar

Top Mentioned in G2:
@socmediaconf
@nodexl
@jacobsonjenna
@tarletong
@smlabto
@drg_cost
@raquelrecuero
@vivianfrancos
@beata_j
@panoptika

Top Mentioned in G3:
@smlabto
@socmediaconf
@nodexl
@panoptika
@jacobsonjenna
@sportmgmtprof
@phmai
@adamworrall4
@infogamerist
@discovertext

Top Mentioned in G4:
@smlabto
@trsmryersonu
@socmediaconf
@drlukesloan
@lutzid
@priyakumar613
@socmeddr
@anabelquanhaase
@ramonapringle
@jacobsonjenna

Top Mentioned in G5:
@asist_sigsm
@asist_ec
@smlabto
@marlene_n
@oclc_de
@dirk_lew
@jeffhemsley
@ctspberkeley
@policyinternet
@icsjournal

Top Mentioned in G6:
@smlabto
@socmediaconf
@phmai
@nodexl
@ryersonu
@drg_cost
@laurentianu
@laurentianuarts
@huntingtonuni
@panoptika

Top Mentioned in G7:
@socmediaconf
@smlabto
@karami_amir
@tarletong
@agruzd
@phmai
@depaulu
@mcewanincomm
@socmeddr
@uofsc_cic

Top Tweeters
Top Tweeters in Entire Graph:
@cbcnews
@kurt_wirth
@barrywellman
@vivianfrancos
@ra
@beata_j
@mktdiginews
@sportmgmtprof
@phmai
@ryersonu

Top Tweeters in G1:
@kurt_wirth
@barrywellman
@raquelrecuero
@jfrankmusic
@eromerohall
@mylynnfelt
@thesraorg
@gruzd
@smlabto
@irfanyeg

Top Tweeters in G2:
@vivianfrancos
@ra
@beata_j
@mktdiginews
@marc_smith
@smandpbot
@vivian
@activithink
@mihkal
@tarletong

Top Tweeters in G3:
@panoptika
@was3210
@alexfenton
@adamworrall4
@nodexl
@jacobsonjenna
@discovertext
@trsmretail
@infogamerist
@jeffhemsley

Top Tweeters in G4:
@cbcnews
@trsmryersonu
@roburwin
@ramonapringle
@stuartwshulman
@barbararavel1
@lutzid
@ryersonsa
@ryersonresearch
@anabelquanhaase

Top Tweeters in G5:
@ucd_ischool
@oiioxford
@marlene_n
@mcluhanchi
@oclc_de
@bigdatasoc
@arjun_sanyal
@icsjournal
@policyinternet
@ludaesch

Top Tweeters in G6:
@sportmgmtprof
@phmai
@ryersonu
@drl
@laurentianu
@brendam
@pauljreilly
@ashton99
@huntingtonuni
@smr_foundation

Top Tweeters in G7:
@depaulu
@mikenaraine
@easythepianoman
@rdlankes
@mcewanincomm
@slisss
@wtomreichert
@uofsc_cic
@socmediaconf
@karami_amir


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.