#SMSociety, Twitter, 12/15/2021 6:11:12 AM, 268409


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#SMSociety_2021-12-14_22-08-00.xlsx
#SMSociety_2021-12-14_22-08-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 15, 2021
Short Description:
#SMSociety via NodeXL https://bit.ly/3IUH6p8
@socmediaconf
@smlabto
@albertoemachado
@jennadrenten
@eventsinfluenc1
@jetsumgerl
@hashtagmarketi7
@phmai
@docassar
@researchlcc

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

Description:
Description
The graph represents a network of 55 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, 15 December 2021 at 06:08 UTC.

The requested start date was Wednesday, 15 December 2021 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 70-day, 1-hour, 10-minute period from Friday, 01 October 2021 at 11:44 UTC to Friday, 10 December 2021 at 12:54 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 : 55
Unique Edges : 78
Edges With Duplicates : 650
Total Edges : 728
Number of Edge Types : 5
MentionsInRetweet : 415
Mentions : 207
Retweet : 94
Replies to : 4
Tweet : 8
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.15527950310559
Reciprocated Edge Ratio : 0.268817204301075
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 54
Maximum Edges in a Connected Component : 728
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.19273
Graph Density : 0.0626262626262626
Modularity : 0.110329
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 55 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, 15 December 2021 at 06:08 UTC.

The requested start date was Wednesday, 15 December 2021 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 70-day, 1-hour, 10-minute period from Friday, 01 October 2021 at 11:44 UTC to Friday, 10 December 2021 at 12:54 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:
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267314
[15] https://socialmediaandsociety.org/2021/smsociety-2022-cfp/
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266467
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264422
[9] 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
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265357
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266004
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263175

Top URLs in Tweet in G1:
[11] https://socialmediaandsociety.org/2021/smsociety-2022-cfp/
[1] https://socialmediaandsociety.org/about/
[1] https://socialmediaandsociety.org/submit/
[1] https://twitter.com/SocMediaConf/status/1456292103374397441

Top URLs in Tweet in G2:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266467
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267314
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264422
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266891
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263828
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264895
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266004
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263175
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267930
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265357

Top URLs in Tweet in G3:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267314
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264422
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263828
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264895
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265357
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266467
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266891
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266004
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263175
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267930

Top URLs in Tweet in G4:
[3] https://socialmediaandsociety.org/2021/smsociety-2022-cfp/
[1] https://stream.covid19misinfo.org/

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



Top Hashtags in Tweet in G1:
[26] smsociety
[6] socialmediaresearch
[4] cfp
[1] cpf

Top Hashtags in Tweet in G2:
[43] smsociety
[2] cfp
[2] featuredpanel
[2] socialmedia
[2] metoo
[2] newpaper
[2] socmed
[2] nodexl
[2] data

Top Hashtags in Tweet in G3:
[62] smsociety
[19] cfp
[19] featuredpanel
[19] socialmedia
[19] metoo
[19] newpaper
[19] socmed
[19] nodexl
[12] data

Top Hashtags in Tweet in G4:
[8] smsociety
[2] infodemic
[2] epitwitter
[2] academictwitter
[2] ica22
[2] socialmediaresearch
[1] cfp

Top Words
Top Words in Tweet in Entire Graph:
[139] #smsociety
[117] docassar
[103] socmediaconf
[86] smlabto
[79] albertoemachado
[77] nodexl
[77] phmai
[44] 2022
[41] jetsumgerl
[38] kwelle

Top Words in Tweet in G1:
[30] 2022
[26] #smsociety
[19] socmediaconf
[16] papers
[12] dates
[10] paper
[10] please
[9] important
[9] extended
[9] abstract

Top Words in Tweet in G2:
[66] docassar
[43] #smsociety
[40] socmediaconf
[39] albertoemachado
[38] nodexl
[38] smlabto
[36] phmai
[17] kwelle
[16] jetsumgerl
[14] jennadrenten

Top Words in Tweet in G3:
[62] #smsociety
[51] docassar
[42] smlabto
[40] socmediaconf
[40] albertoemachado
[40] phmai
[39] nodexl
[24] jetsumgerl
[20] kwelle
[20] elcoaching

Top Words in Tweet in G4:
[9] covid
[9] 19
[8] tweets
[8] #smsociety
[7] datasets
[7] 2022
[6] smlabto
[5] papers
[5] related
[4] tweet

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[77] #smsociety,nodexl
[77] nodexl,socmediaconf
[64] docassar,smlabto
[61] socmediaconf,docassar
[40] docassar,#smsociety
[24] phmai,albertoemachado
[24] albertoemachado,phmai
[24] kwelle,jetsumgerl
[23] smlabto,phmai
[23] smlabto,albertoemachado

Top Word Pairs in Tweet in G1:
[13] socmediaconf,#smsociety
[9] #smsociety,2022
[9] #smsociety,important
[9] important,dates
[9] dates,papers
[9] papers,extended
[9] extended,abstract
[9] abstract,due
[9] due,jan
[9] jan,31

Top Word Pairs in Tweet in G2:
[38] #smsociety,nodexl
[38] nodexl,socmediaconf
[32] docassar,smlabto
[31] socmediaconf,docassar
[28] docassar,#smsociety
[12] smlabto,phmai
[12] phmai,albertoemachado
[11] kwelle,jetsumgerl
[11] smlabto,albertoemachado
[11] albertoemachado,phmai

Top Word Pairs in Tweet in G3:
[39] #smsociety,nodexl
[39] nodexl,socmediaconf
[32] docassar,smlabto
[30] socmediaconf,docassar
[19] top,hashtags
[19] hashtags,#smsociety
[19] #smsociety,#cfp
[19] #cfp,#featuredpanel
[19] #featuredpanel,#socialmedia
[19] #socialmedia,#metoo

Top Word Pairs in Tweet in G4:
[9] covid,19
[5] 19,related
[5] related,tweets
[4] call,papers
[4] looking,covid
[4] tweets,study
[4] study,check
[4] check,covid
[4] 19,twitter
[4] twitter,pandemic

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

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

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

Top Mentioned in G3:
@smlabto
@socmediaconf
@docassar
@albertoemachado
@phmai
@jetsumgerl
@kwelle
@elcoaching
@eventsinfluenc1
@jennadrenten

Top Mentioned in G4:
@smlabto
@socmediaconf
@communalytic

Top Tweeters
Top Tweeters in Entire Graph:
@michaelbathurst
@mpweirdopodcast
@nanjala1
@albertoemachado
@epi_twit
@sportmgmtprof
@ryersonu
@ea
@elcoaching
@contentpurveyor

Top Tweeters in G1:
@nanjala1
@sportmgmtprof
@contentpurveyor
@adamworrall4
@ambartosik
@kellisburns
@lutzid
@socmeddr
@eventcentralme
@smr_foundation

Top Tweeters in G2:
@ryersonu
@elcoaching
@lcclondon
@nodexl
@hashtagmarketi7
@eventsinfluenc1
@jetsumgerl
@this0499154500
@jennadrenten
@avocran

Top Tweeters in G3:
@michaelbathurst
@mpweirdopodcast
@albertoemachado
@smm_news_feed
@runclouds
@elcoac
@jillhopke
@phmai
@kwelle
@reutsmichael1

Top Tweeters in G4:
@epi_twit
@smlabto
@veletsianos
@lucyhives
@communalytic

Top Tweeters in G5:
@ea


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