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#SMSociety_2022-02-01_22-08-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 02, 2022
Short Description:
#SMSociety via NodeXL https://bit.ly/3gfj8HZ
@socmediaconf
@smlabto
@eventsinfluenc1
@this0499154500
@kwelle
@albertoemachado
@jennadrenten
@jetsumgerl
@hashtagmarketi7
@phmai

Top hashtags:
#smsociety
#cfp
#featuredpanel
#socialmedia
#metoo
#newpaper
#socmed
#nodexl

Description:
Description
The graph represents a network of 93 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, 02 February 2022 at 06:08 UTC.

The requested start date was Wednesday, 02 February 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 118-day, 2-hour, 41-minute period from Friday, 01 October 2021 at 11:44 UTC to Thursday, 27 January 2022 at 14:25 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 : 93
Unique Edges : 113
Edges With Duplicates : 1126
Total Edges : 1239
Number of Edge Types : 5
Retweet : 181
MentionsInRetweet : 684
Mentions : 353
Replies to : 4
Tweet : 17
Self-Loops : 24
Reciprocated Vertex Pair Ratio : 0.140425531914894
Reciprocated Edge Ratio : 0.246268656716418
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 92
Maximum Edges in a Connected Component : 1239
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.338611
Graph Density : 0.0313230481533427
Modularity : 0.122149
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 93 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, 02 February 2022 at 06:08 UTC.

The requested start date was Wednesday, 02 February 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 118-day, 2-hour, 41-minute period from Friday, 01 October 2021 at 11:44 UTC to Thursday, 27 January 2022 at 14:25 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:
[16] https://socialmediaandsociety.org/2021/smsociety-2022-cfp/
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270277
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267314
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264422
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266467
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268409
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263828
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270665
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266891
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264895

Top URLs in Tweet in G1:
[12] https://socialmediaandsociety.org/2021/smsociety-2022-cfp/
[2] https://socialmediaandsociety.org/submit/
[2] https://socialmediaandsociety.org/2022/submission-deadline-extended/
[2] https://socialmediaandsociety.org/2022/smsociety-special-issue-in-social-media-society/
[1] https://socialmediaandsociety.org/about/
[1] https://twitter.com/SocMediaConf/status/1456292103374397441
[1] https://twitter.com/socmediaconf/status/1481670650230034434

Top URLs in Tweet in G2:
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270277
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267314
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266467
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264422
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268409
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270665
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263828
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266891
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264895
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269477

Top URLs in Tweet in G3:
[4] https://socialmediaandsociety.org/2022/submission-deadline-extended/
[3] https://socialmediaandsociety.org/2021/smsociety-2022-cfp/
[1] https://stream.covid19misinfo.org/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267314

Top URLs in Tweet in G4:
[1] https://socialmediaandsociety.org/2022/smsociety-2022-keynote-speakers/
[1] https://twitter.com/SMLabTO/status/1483622892550066176
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263828
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264422
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265357

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[242] smsociety
[44] cfp
[35] featuredpanel
[35] socialmedia
[35] metoo
[35] newpaper
[35] socmed
[26] nodexl
[14] data
[8] socialmediaresearch



Top Hashtags in Tweet in G1:
[44] smsociety
[7] cfp
[6] socialmediaresearch
[1] cpf
[1] covidsafe

Top Hashtags in Tweet in G2:
[162] smsociety
[35] cfp
[35] featuredpanel
[35] socialmedia
[35] metoo
[35] newpaper
[35] socmed
[26] nodexl
[14] data

Top Hashtags in Tweet in G3:
[30] smsociety
[2] infodemic
[2] epitwitter
[2] academictwitter
[2] ica22
[2] cfp
[2] socialmediaresearch

Top Hashtags in Tweet in G4:
[6] smsociety

Top Words
Top Words in Tweet in Entire Graph:
[242] #smsociety
[189] socmediaconf
[148] smlabto
[137] docassar
[127] nodexl
[123] albertoemachado
[111] 2022
[93] phmai
[77] eventsinfluenc1
[70] jennadrenten

Top Words in Tweet in G1:
[66] 2022
[44] socmediaconf
[44] #smsociety
[29] due
[23] papers
[21] submit
[19] paper
[18] international
[18] extended
[17] submission

Top Words in Tweet in G2:
[162] #smsociety
[132] docassar
[126] socmediaconf
[123] nodexl
[123] smlabto
[119] albertoemachado
[84] phmai
[77] eventsinfluenc1
[69] jennadrenten
[52] jetsumgerl

Top Words in Tweet in G3:
[39] 2022
[30] #smsociety
[22] international
[21] conference
[21] smlabto
[20] time
[20] submission
[20] deadline
[15] socmediaconf
[14] papers

Top Words in Tweet in G4:
[6] #smsociety
[4] socmediaconf
[4] docassar
[4] kwelle
[3] conference
[3] albertoemachado
[3] nodexl
[3] smlabto
[3] phmai
[2] submission

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[127] #smsociety,nodexl
[127] nodexl,socmediaconf
[64] docassar,smlabto
[61] socmediaconf,docassar
[57] docassar,#smsociety
[56] socmediaconf,smlabto
[44] albertoemachado,jennadrenten
[41] 2022,international
[39] submission,deadline
[38] smlabto,eventsinfluenc1

Top Word Pairs in Tweet in G1:
[18] 2022,international
[17] submission,deadline
[17] deadline,2022
[16] socmediaconf,#smsociety
[15] due,impact
[15] impact,omicron
[15] omicron,many
[15] many,requests
[15] requests,additional
[15] additional,time

Top Word Pairs in Tweet in G2:
[123] #smsociety,nodexl
[123] nodexl,socmediaconf
[61] docassar,smlabto
[59] socmediaconf,docassar
[56] docassar,#smsociety
[55] socmediaconf,smlabto
[44] albertoemachado,jennadrenten
[38] smlabto,eventsinfluenc1
[37] smlabto,albertoemachado
[35] top,hashtags

Top Word Pairs in Tweet in G3:
[22] 2022,international
[20] submission,deadline
[20] deadline,2022
[19] international,conference
[13] covid,19
[12] due,impact
[12] impact,omicron
[12] omicron,many
[12] many,requests
[12] requests,additional

Top Word Pairs in Tweet in G4:
[3] #smsociety,nodexl
[3] nodexl,socmediaconf
[2] submission,deadline
[2] deadline,#smsociety
[2] #smsociety,conference
[2] conference,social
[2] social,media
[2] media,society
[2] society,extended
[2] extended,feb

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@socmediaconf
@smlabto
@albertoemachado
@docassar
@phmai
@eventsinfluenc1
@jennadrenten
@jetsumgerl
@kwelle
@this0499154500

Top Mentioned in G1:
@socmediaconf
@felipebsoares
@jamescookuma
@socialmedia_soc
@jetsumgerl
@kwelle
@jennadrenten
@celineyunya
@phmai
@gruzd

Top Mentioned in G2:
@socmediaconf
@smlabto
@albertoemachado
@docassar
@phmai
@eventsinfluenc1
@jennadrenten
@jetsumgerl
@kwelle
@this0499154500

Top Mentioned in G3:
@smlabto
@socmediaconf
@s
@phmai
@communalytic
@michaelbathurst
@docassar
@albertoemachado

Top Mentioned in G4:
@socmediaconf
@kwelle
@docassar
@smlabto
@phmai
@albertoemachado
@jetsumgerl
@ethanz
@moyazb
@elcoac

Top Tweeters
Top Tweeters in Entire Graph:
@michaelbathurst
@mpweirdopodcast
@adriaramaral
@nanjala1
@albertoemachado
@borgesmelie
@epi_twit
@soraaadworkshop
@elisugarman
@imation4430

Top Tweeters in G1:
@nanjala1
@soraaadworkshop
@elisugarman
@sportmgmtprof
@h2cm
@yearrypanji
@contentpurveyor
@mignaciadl
@eventcentralme
@lolasciubba

Top Tweeters in G2:
@michaelbathurst
@albertoemachado
@borgesmelie
@imation4430
@ryersonu
@elcoaching
@lcclondon
@eventsinfluenc1
@hashtagmarketi7
@elcoac

Top Tweeters in G3:
@adriaramaral
@epi_twit
@smm_news_feed
@smlabto
@jillhopke
@phmai
@sebastien_fr
@psalmuel35
@karineb
@benhanckel

Top Tweeters in G4:
@mpweirdopodcast
@ethanz
@runclouds
@moyazb
@kwelle
@reutsmichael1
@aylinnchen

Top Tweeters in G5:
@ea


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