#SMSociety, Twitter, 12/28/2022 6:00:26 AM, 287104


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#SMSociety_2022-12-27_21-57-20.xlsx
#SMSociety_2022-12-27_21-57-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 28, 2022
Short Description:
#SMSociety via NodeXL https://bit.ly/3VpB6tj
@socmediaconf
@this0499154500
@socialmedia_soc
@phmai
@michaelbathurst
@gruzd
@docassar
@felipebsoares
@antmandan
@yuying_tan

Top hashtags:
#smsociety
#phdchat
#socialmedia
#nodexl
#eme6414
#toronto
#cfp
#metoo
#socmed

Description:
Description
The graph represents a network of 42 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, 28 December 2022 at 05:57 UTC.

The requested start date was Wednesday, 28 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 104-day, 5-hour, 14-minute period from Saturday, 03 September 2022 at 11:07 UTC to Friday, 16 December 2022 at 16:21 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 : 42
Unique Edges : 37
Edges With Duplicates : 308
Total Edges : 345
Number of Edge Types : 5
MentionsInRetweet : 148
Mentions : 137
Retweet : 54
Tweet : 4
Replies to : 2
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0.0612244897959184
Reciprocated Edge Ratio : 0.115384615384615
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 41
Maximum Edges in a Connected Component : 345
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.245092
Graph Density : 0.0603948896631823
Modularity : 0.162733
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 42 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, 28 December 2022 at 05:57 UTC.

The requested start date was Wednesday, 28 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 104-day, 5-hour, 14-minute period from Saturday, 03 September 2022 at 11:07 UTC to Friday, 16 December 2022 at 16:21 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:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284550
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286248
[7] https://socialmediaandsociety.org/2022/smsociety-special-issue-in-social-media-society/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282668
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285160
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282370
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281008
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285698
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284827
[1] https://twitter.com/SMLabTO/status/1584506818151452672

Top URLs in Tweet in G1:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284550
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286248
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282668
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285160
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281008
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282370
[2] https://socialmediaandsociety.org/2022/smsociety-special-issue-in-social-media-society/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285698
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284827

Top URLs in Tweet in G2:
[4] https://socialmediaandsociety.org/2022/smsociety-special-issue-in-social-media-society/

Top URLs in Tweet in G3:
[1] https://socialmediaandsociety.org/2022/smsociety-special-issue-in-social-media-society/

Top URLs in Tweet in G4:
[1] https://twitter.com/SMLabTO/status/1584506818151452672

Top Domains
Top Domains in Tweet in Entire Graph:
[30] nodexlgraphgallery.org
[7] socialmediaandsociety.org
[1] twitter.com

Top Domains in Tweet in G1:
[30] nodexlgraphgallery.org
[2] socialmediaandsociety.org

Top Domains in Tweet in G2:
[4] socialmediaandsociety.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[107] smsociety
[14] phdchat
[14] socialmedia
[14] nodexl
[14] eme6414
[14] toronto
[14] cfp
[14] metoo
[12] socmed
[1] ecrea2022



Top Hashtags in Tweet in G1:
[56] smsociety
[14] phdchat
[14] socialmedia
[14] nodexl
[14] eme6414
[14] toronto
[14] cfp
[14] metoo
[12] socmed

Top Hashtags in Tweet in G2:
[32] smsociety

Top Hashtags in Tweet in G3:
[13] smsociety

Top Hashtags in Tweet in G4:
[6] smsociety
[1] ecrea2022
[1] aoir2022
[1] ica23

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] 2022,#smsociety
[38] sp,issue
[30] pleased,announce
[30] cfp,2022
[30] announce,cfp
[30] nodexl,socmediaconf
[30] #smsociety,nodexl
[22] special,issue
[21] #smsociety,sp
[19] #smsociety,special

Top Word Pairs in Tweet in G1:
[30] nodexl,socmediaconf
[30] #smsociety,nodexl
[14] #phdchat,#socialmedia
[14] hashtags,#smsociety
[14] #socialmedia,#nodexl
[14] top,hashtags
[14] #smsociety,#phdchat
[14] #eme6414,#toronto
[14] #cfp,#metoo
[13] #toronto,#cfp

Top Word Pairs in Tweet in G2:
[23] 2022,#smsociety
[19] sp,issue
[14] #smsociety,sp
[14] pleased,announce
[14] cfp,2022
[14] announce,cfp
[11] issue,social
[11] media,society
[11] social,media
[10] socmediaconf,pleased

Top Word Pairs in Tweet in G3:
[11] 2022,#smsociety
[10] sp,issue
[8] pleased,announce
[8] cfp,2022
[8] announce,cfp
[7] #smsociety,special
[7] special,issue
[7] socialmedia_soc,sp
[7] issue,open
[7] issue,socialmedia_soc

Top Word Pairs in Tweet in G4:
[4] sp,issue
[4] 2022,#smsociety
[3] telegram,live
[3] working,months
[3] pleased,announce
[3] collector,telegram
[3] happy,announce
[3] announce,data
[3] today,happy
[3] cfp,2022

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@socmediaconf
@gruzd
@yuying_tan
@phmai
@this0499154500
@socialmedia_soc
@michaelbathurst
@antmandan
@someresearchau
@docassar

Top Mentioned in G1:
@socmediaconf
@yuying_tan
@gruzd
@this0499154500
@phmai
@michaelbathurst
@antmandan
@someresearchau
@docassar
@jamescookuma

Top Mentioned in G2:
@socmediaconf
@socialmedia_soc
@felipebsoares
@gruzd
@smlabto

Top Mentioned in G3:
@socialmedia_soc
@socmediaconf
@gruzd
@phmai

Top Mentioned in G4:
@socmediaconf
@socialmedia_soc
@phmai
@communalytic
@gruzd

Top Tweeters
Top Tweeters in Entire Graph:
@michaelbathurst
@workingbnb
@followlori
@sportmgmtprof
@capwell2049
@this0499154500
@s_aleshinloye
@smlabto
@fabiogiglietto
@jillhopke

Top Tweeters in G1:
@michaelbathurst
@workingbnb
@followlori
@this0499154500
@jam
@antmandan
@reutsmichael1
@nodexlacademy
@docassar
@jamescookuma

Top Tweeters in G2:
@s_aleshinloye
@smlabto
@fabiogiglietto
@jillhopke
@thekatestewart
@leticiabode
@estebanmoralesv
@azobach
@anneohirsch
@socmediaconf

Top Tweeters in G3:
@capwell2049
@costis1202
@huntsleine
@socialmedia_soc
@szainab141
@yijiazhang19
@gruzd

Top Tweeters in G4:
@sportmgmtprof
@phmai
@c_s_ritter
@communalytic

Top Tweeters in G5:
@jama


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