#SMSociety, Twitter, 10/21/2020 8:04:23 AM, 238378


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#SMSociety_2020-10-20_22-05-40.xlsx
#SMSociety_2020-10-20_22-05-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 21, 2020
Short Description:
#SMSociety via NodeXL https://bit.ly/2Hj9SVj
@socmediaconf
@abelenfg
@pilarcastroglez
@jennadrenten
@docassar
@phmai
@samvfritz
@jetsumgerl
@deniscasther
@d_saidi

Top hashtags:
#smsociety
#featuredpanel
#socialmedia
#metoo
#newpaper
#cfp
#socmed
#data
#researchers

Description:
Description
The graph represents a network of 65 Twitter users whose tweets in the requested range contained "#SMSociety", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 21 October 2020 at 05:05 UTC.

The requested start date was Wednesday, 21 October 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 74-day, 19-hour, 21-minute period from Saturday, 01 August 2020 at 21:19 UTC to Thursday, 15 October 2020 at 16:41 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 : 65
Unique Edges : 39
Edges With Duplicates : 189
Total Edges : 228
Number of Edge Types : 5
Retweet : 52
MentionsInRetweet : 67
Tweet : 11
Replies to : 1
Mentions : 97
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0697674418604651
Reciprocated Edge Ratio : 0.130434782608696
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 209
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.783971
Graph Density : 0.0221153846153846
Modularity : 0.28779
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 65 Twitter users whose tweets in the requested range contained "#SMSociety", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 21 October 2020 at 05:05 UTC.

The requested start date was Wednesday, 21 October 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 74-day, 19-hour, 21-minute period from Saturday, 01 August 2020 at 21:19 UTC to Thursday, 15 October 2020 at 16:41 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #SMSociety
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://twitter.com/SocMediaConf/status/1316392226285670401
[3] https://twitter.com/makoshark/status/1294351502799118336
[3] https://twitter.com/SocMediaConf/status/1289672245351075840
[3] https://socialmediaandsociety.org/2020/update-re2021/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231892
[2] https://socialmediaandsociety.org/2020/congrats-to-the-winners-of-the-smsociety-engagement-awards/
[1] https://www.youtube.com/watch?v=3Vk0oAFZCEM&app=desktop

[1] https://dl.acm.org/doi/abs/10.1145/3400806.3400841?cookieSet=1
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236325
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235237

Top URLs in Tweet in G1:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231892
[2] https://twitter.com/SocMediaConf/status/1289672245351075840
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236325
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232471
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232964
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233552
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234182
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234829
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235237

Top URLs in Tweet in G2:
[3] https://socialmediaandsociety.org/2020/update-re2021/
[1] https://socialmediaandsociety.org/2020/congrats-to-the-winners-of-the-smsociety-engagement-awards/
[1] https://socialmediaandsociety.org/smsociety-presentations-2020/
[1] https://groups.google.com/forum/#!forum/socialmediaresearch
[1] https://twitter.com/SocMediaConf/status/1316392226285670401
[1] https://www.gisagents.org/2020/05/diversity-from-emojis-and-keywords-in.html
[1] https://www.youtube.com/watch?v=OfPX2438I34&feature=youtu.be


Top URLs in Tweet in G3:
[1] https://dl.acm.org/doi/abs/10.1145/3400806.3400831?cookieSet=1

Top URLs in Tweet in G4:
[1] https://twitter.com/SocMediaConf/status/1289672245351075840

Top URLs in Tweet in G5:
[1] https://socialmediaandsociety.org/2020/congrats-to-the-winners-of-the-smsociety-engagement-awards/
[1] https://www.youtube.com/watch?v=-Aj6yqbpLD8&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=3Vk0oAFZCEM&app=desktop

[1] https://dl.acm.org/doi/abs/10.1145/3400806.3400841?cookieSet=1
[1] https://www.youtube.com/watch?v=3Vk0oAFZCEM&feature=youtu.be


Top URLs in Tweet in G7:
[3] https://twitter.com/makoshark/status/1294351502799118336

Top URLs in Tweet in G8:
[2] https://twitter.com/SocMediaConf/status/1316392226285670401
[1] https://twitter.com/SocMediaConf/status/1288889360109260800

Top URLs in Tweet in G9:
[1] https://twitter.com/mtl_zack/status/1247993910590427136

Top Domains
Top Domains in Tweet in Entire Graph:
[11] twitter.com
[9] nodexlgraphgallery.org
[6] socialmediaandsociety.org
[4] youtube.com
[2] acm.org
[1] gisagents.org
[1] google.com

Top Domains in Tweet in G1:
[9] nodexlgraphgallery.org
[2] twitter.com

Top Domains in Tweet in G2:
[5] socialmediaandsociety.org
[1] google.com
[1] twitter.com
[1] gisagents.org
[1] youtube.com

Top Domains in Tweet in G3:
[1] acm.org

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

Top Domains in Tweet in G5:
[1] socialmediaandsociety.org
[1] youtube.com

Top Domains in Tweet in G6:
[2] youtube.com
[1] acm.org

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

Top Domains in Tweet in G8:
[3] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[64] smsociety
[8] featuredpanel
[8] socialmedia
[8] metoo
[8] newpaper
[8] cfp
[8] socmed
[8] data
[8] researchers
[4] factcheck



Top Hashtags in Tweet in G1:
[27] smsociety
[8] featuredpanel
[8] socialmedia
[8] metoo
[8] newpaper
[8] cfp
[8] socmed
[8] data
[8] researchers
[4] infographic

Top Hashtags in Tweet in G2:
[13] smsociety
[1] elections
[1] politicalcampaigns

Top Hashtags in Tweet in G3:
[1] smsociety
[1] populism

Top Hashtags in Tweet in G4:
[1] tiktok
[1] smsociety

Top Hashtags in Tweet in G5:
[9] smsociety

Top Hashtags in Tweet in G6:
[6] smsociety
[4] factcheck
[1] onlinedivision
[1] jornalism
[1] fakenews
[1] xenophobia

Top Hashtags in Tweet in G7:
[3] smsociety

Top Hashtags in Tweet in G8:
[3] smsociety
[1] glamo

Top Hashtags in Tweet in G9:
[1] smsociety
[1] aoir

Top Words
Top Words in Tweet in Entire Graph:
[64] #smsociety
[28] socmediaconf
[25] paper
[18] comments
[17] update
[17] 2020
[17] awarded
[15] conference
[15] social
[14] phmai

Top Words in Tweet in G1:
[27] #smsociety
[15] socmediaconf
[12] samvfritz
[10] phmai
[10] gruzd
[10] jetsumgerl
[9] nodexl
[9] anmolpanda_
[9] fabiogiglietto
[8] snurb_dot_info

Top Words in Tweet in G2:
[13] #smsociety
[8] socmediaconf
[8] conference
[8] update
[5] 2021
[5] writing
[5] difficult
[5] decision
[5] made
[5] goes

Top Words in Tweet in G3:
[11] paper
[10] check
[10] latest
[10] populism
[10] people
[10] analysis
[10] online
[10] comments
[10] portugal
[10] spain

Top Words in Tweet in G4:
[8] thanks
[7] lot
[7] everyone
[7] took
[7] time
[7] watch
[7] video
[7] gave
[7] thoughtful
[7] comments

Top Words in Tweet in G5:
[9] #smsociety
[9] 2020
[7] presentation
[6] engaging
[5] jennadrenten
[5] working
[5] paper
[5] tiktok
[5] meme
[5] ification

Top Words in Tweet in G6:
[12] ãƒ
[6] fact
[6] work
[6] mis
[6] framing
[6] division
[6] social
[6] media
[6] japan
[6] #smsociety

Top Words in Tweet in G7:
[3] blogpost
[3] live
[3] vandalism
[3] paper
[3] recently
[3] published
[3] #smsociety
[2] kayleachampion

Top Words in Tweet in G8:
[3] #smsociety
[2] fantastic
[2] conferences

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[14] social,media
[11] goes,toâ
[10] writing,update
[10] update,difficult
[10] difficult,decision
[10] decision,made
[10] congrats,winners
[10] winners,#smsociety
[10] #smsociety,2020
[10] 2020,engagement

Top Word Pairs in Tweet in G1:
[9] #smsociety,nodexl
[9] nodexl,socmediaconf
[9] socmediaconf,phmai
[9] phmai,anmolpanda_
[9] anmolpanda_,gruzd
[9] gruzd,samvfritz
[9] samvfritz,jetsumgerl
[9] jetsumgerl,fabiogiglietto
[8] top,hashtags
[8] hashtags,#smsociety

Top Word Pairs in Tweet in G2:
[5] writing,update
[5] update,difficult
[5] difficult,decision
[5] decision,made
[4] made,cancel
[4] social,media
[4] congrats,winners
[4] winners,#smsociety
[4] #smsociety,2020
[4] 2020,engagement

Top Word Pairs in Tweet in G3:
[10] check,latest
[10] latest,paper
[10] paper,populism
[10] populism,people
[10] people,analysis
[10] analysis,online
[10] online,comments
[10] comments,portugal
[10] portugal,spain
[10] spain,awarded

Top Word Pairs in Tweet in G4:
[7] thanks,lot
[7] lot,everyone
[7] everyone,took
[7] took,time
[7] time,watch
[7] watch,video
[7] video,gave
[7] gave,thoughtful
[7] thoughtful,comments
[7] comments,improve

Top Word Pairs in Tweet in G5:
[6] engaging,presentation
[5] working,paper
[5] paper,tiktok
[5] tiktok,meme
[5] meme,ification
[5] ification,marketing
[5] marketing,awarded
[5] awarded,engaging
[5] presentation,2020
[5] goes,toâ

Top Word Pairs in Tweet in G6:
[6] work,mis
[6] mis,framing
[6] framing,division
[6] division,social
[6] social,media
[6] media,japan
[5] ãƒ,ãƒ
[4] doesnâ,fact
[4] fact,checking
[4] checking,work

Top Word Pairs in Tweet in G7:
[3] blogpost,live
[3] live,vandalism
[3] vandalism,paper
[3] paper,recently
[3] recently,published
[3] published,#smsociety
[2] kayleachampion,blogpost

Top Replied-To
Top Replied-To in Entire Graph:
@socmeddr

Top Replied-To in G5:
@socmeddr

Top Mentioned
Top Mentioned in Entire Graph:
@socmediaconf
@phmai
@samvfritz
@gruzd
@jetsumgerl
@anmolpanda_
@fabiogiglietto
@pilarcastroglez
@abelenfg
@jennadrenten

Top Mentioned in G1:
@socmediaconf
@samvfritz
@phmai
@gruzd
@jetsumgerl
@anmolpanda_
@fabiogiglietto
@snurb_dot_info
@amelia_acker
@smlabto

Top Mentioned in G2:
@socmediaconf
@pilarcastroglez
@phmai
@andycrooks
@jetsum

Top Mentioned in G3:
@abelenfg
@socmediaconf

Top Mentioned in G4:
@pilarcastroglez
@jennadrenten
@loyolaquinlan
@loyolaand
@loyolaresearch
@mkforsociety

Top Mentioned in G5:
@jennadrenten
@socmediaconf
@phmai
@pilarcastroglez
@socmeddr

Top Mentioned in G6:
@monet_univ
@fujisiro

Top Mentioned in G7:
@kayleachampion

Top Mentioned in G9:
@aoir_org

Top Tweeters
Top Tweeters in Entire Graph:
@hyamaguchi
@canva
@barrywellman
@snurb_dot_info
@absentminddmama
@danivaldivia15
@johnverdon
@fujisiro
@onlinereaders1
@phmai

Top Tweeters in G1:
@canva
@snurb_dot_info
@johnverdon
@ianmilligan1
@deniscasther
@amelia_acker
@fabiogiglietto
@jillhopke
@smlabto
@jetsumgerl

Top Tweeters in G2:
@absentminddmama
@earvsc
@arkaitz
@mylynnfelt
@jetsum
@arslucia
@socmediaconf
@andycrooks
@felipebsoares
@d_saidi

Top Tweeters in G3:
@danivaldivia15
@josejolivas
@pacoseoaneperez
@prouxalter
@joseramac
@abelenfg
@david_lerin_
@plazacolodro
@mcarmen_fg
@isa_inguanzo

Top Tweeters in G4:
@loyolaand
@rosamelero
@sneier
@loyolaquinlan
@borjamartg
@pilarcastroglez
@loyolaresearch
@chelitamj
@mkforsociety

Top Tweeters in G5:
@barrywellman
@onlinereaders1
@phmai
@capwell2049
@socmeddr
@jennadrenten
@raghdahhh
@undrah_b

Top Tweeters in G6:
@hyamaguchi
@fujisiro
@abekeisuke1976
@monet_univ
@emico_es

Top Tweeters in G7:
@makoshark
@kayleachampion
@comdatasci

Top Tweeters in G8:
@doriandavis
@alexfenton
@devongreyson

Top Tweeters in G9:
@skaidrap
@aoir_org


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