#SMSociety, Twitter, 7/18/2022 8:00:56 PM, 279490


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#SMSociety Twitter NodeXL SNA Map and Report for Monday, 18 July 2022 at 19:45 UTC
#SMSociety Twitter NodeXL SNA Map and Report for Monday, 18 July 2022 at 19:45 UTC
From:
Marc_Smith
Uploaded on:
July 18, 2022
Short Description:
#SMSociety via NodeXL https://bit.ly/3yS9FPt
@socmediaconf
@felipebsoares
@yuying_tan
@lucyhives
@phmai
@factanews
@strathclydeoa
@gruzd
@infogamerist
@asaiphoo14

Top hashtags:
#smsociety
#socialmedia
#eme6414
#phenomenology
#connectedlearning
#highered
#physicians

Description:
Description
The graph represents a network of 105 Twitter users whose recent tweets contained "#SMSociety", 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, 18 July 2022 at 19:47 UTC.

The tweets in the network were tweeted over the 8-day, 1-hour, 38-minute period from Sunday, 10 July 2022 at 18:06 UTC to Monday, 18 July 2022 at 19:45 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 : 105
Unique Edges : 293
Edges With Duplicates : 205
Total Edges : 498
Number of Edge Types : 5
Mentions : 73
MentionsInRetweet : 215
Retweet : 158
Tweet : 45
Replies to : 7
Self-Loops : 46
Reciprocated Vertex Pair Ratio : 0.127090301003344
Reciprocated Edge Ratio : 0.225519287833828
Connected Components : 9
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 93
Maximum Edges in a Connected Component : 487
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.502134
Graph Density : 0.0308608058608059
Modularity : 0.364829
NodeXL Version : 1.0.1.449
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279489
Data Import : The graph represents a network of 105 Twitter users whose recent tweets contained "#SMSociety", 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, 18 July 2022 at 19:47 UTC.

The tweets in the network were tweeted over the 8-day, 1-hour, 38-minute period from Sunday, 10 July 2022 at 18:06 UTC to Monday, 18 July 2022 at 19:45 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 : TwitterSearch
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[52] https://socialmediaandsociety.org/2022-2/
[42] https://socialmediaandsociety.org/2022-2/2022-accepted-papers/
[11] https://socialmediaandsociety.org/2022-2
[7] https://socialmediaandsociety.org/registration/
[6] https://socialmediaandsociety.org/2022-2/2022-lightning-talks/
[5] https://socialmedialab.ca/events/2022-research-workshop-on-studying-anti-social-behaviour-online/
[5] https://www.youtube.com/watch?v=uSvrs6NZsjk&feature=youtu.be

[5] https://www.youtube.com/watch?v=saG_-pU_PcY&feature=youtu.be

[4] https://twitter.com/SocMediaConf/status/1548987969402454016
[4] https://socialmediaandsociety.org/2022-2/2022-workshops/#EarlyCareer

Top URLs in Tweet in G1:
[18] https://socialmediaandsociety.org/2022-2/2022-accepted-papers/
[16] https://socialmediaandsociety.org/2022-2/
[5] https://www.youtube.com/watch?v=saG_-pU_PcY&feature=youtu.be

[3] https://socialmediaandsociety.org/2022-2
[3] https://socialmedialab.ca/events/2022-research-workshop-on-studying-anti-social-behaviour-online/
[3] https://www.youtube.com/watch?v=uGld_k7UEqM&t=127s

[2] https://socialmediaandsociety.org/registration/
[2] https://socialmediaandsociety.org/2022-2/2022-workshops/
[2] https://www.youtube.com/watch?v=kIeQldPuOBM&feature=youtu.be

[2] https://www.youtube.com/watch?v=PRSrFtdGjHI


Top URLs in Tweet in G2:
[35] https://socialmediaandsociety.org/2022-2/
[21] https://socialmediaandsociety.org/2022-2/2022-accepted-papers/
[7] https://socialmediaandsociety.org/2022-2
[5] https://socialmediaandsociety.org/registration/
[5] https://socialmediaandsociety.org/2022-2/2022-lightning-talks/
[5] https://www.youtube.com/watch?v=uSvrs6NZsjk&feature=youtu.be

[3] https://twitter.com/jacobsonjenna/status/1549053291442880513
[3] https://www.youtube.com/playlist?list=PLAHaBt3zB7ThCrGk9z78KO4me4NEW93m0

[3] https://socialmedialab.ca/apps/social-media-research-toolkit-2/
[3] https://www.patreon.com/DemitaDream

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279487
[3] https://www.youtube.com/watch?v=5lQNP0XPCU4

[1] https://socialmediaandsociety.org/2022-2/
[1] https://twitter.com/socmediaconf/status/1548373011908046851
[1] https://socialmediaandsociety.org/2022-2/2022-accepted-papers/
[1] https://www.youtube.com/watch?v=eEB05uCi7Bg&feature=youtu.be

[1] https://socialmediaandsociety.org/2022-2
[1] https://us.sagepub.com/en-us/nam/the-sage-handbook-of-social-media-research-methods/book272098
[1] https://twitter.com/strathclydeoa/status/1548968570339487745
[1] https://twitter.com/mine_smd/status/1548941819018465280

Top URLs in Tweet in G4:
[1] https://socialmediaandsociety.org/2022-2/2022-workshops/#EarlyCareer

Top URLs in Tweet in G5:
[4] https://www.youtube.com/watch?v=LhmpGtGlHtY&feature=youtu.be

[2] https://socialmediaandsociety.org/2022-2/2022-accepted-papers/
[1] https://www.youtube.com/watch?v=LhmpGtGlHtY


Top URLs in Tweet in G6:
[1] https://twitter.com/SocMediaConf/status/1541498621476077568
[1] https://twitter.com/SocMediaConf/status/1548987969402454016
[1] https://twitter.com/socmediaconf/status/1549017512448253952
[1] https://twitter.com/socmediaconf/status/1548987969402454016

Top URLs in Tweet in G7:
[2] https://www.youtube.com/watch?app=desktop&v=P5zH0Bz941o

Top URLs in Tweet in G10:
[1] https://kaleiilima.wordpress.com/2022/07/16/blogging-for-positive-motivation/

Top Domains
Top Domains in Tweet in Entire Graph:
[131] socialmediaandsociety.org
[36] youtube.com
[22] twitter.com
[9] socialmedialab.ca
[6] jasonjones.ninja
[4] nodexlgraphgallery.org
[3] patreon.com
[3] sagepub.com
[1] texastribune.org
[1] ac.uk

Top Domains in Tweet in G1:
[45] socialmediaandsociety.org
[14] youtube.com
[4] socialmedialab.ca
[2] jasonjones.ninja
[1] twitter.com

Top Domains in Tweet in G2:
[80] socialmediaandsociety.org
[14] twitter.com
[11] youtube.com
[5] socialmedialab.ca
[4] jasonjones.ninja
[3] patreon.com
[2] sagepub.com
[1] texastribune.org

Top Domains in Tweet in G3:
[4] youtube.com
[4] nodexlgraphgallery.org
[3] socialmediaandsociety.org
[3] twitter.com
[1] sagepub.com
[1] ac.uk

Top Domains in Tweet in G4:
[1] socialmediaandsociety.org

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

Top Domains in Tweet in G6:
[4] twitter.com

Top Domains in Tweet in G7:
[2] youtube.com

Top Domains in Tweet in G10:
[1] wordpress.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[248] smsociety
[5] socialmedia
[3] eme6414
[2] phenomenology
[2] connectedlearning
[2] highered
[2] physicians
[2] youtube
[2] climateemergency
[2] climatecrisis



Top Hashtags in Tweet in G1:
[73] smsociety
[2] socialmediaresearch
[1] socialmedia
[1] academia

Top Hashtags in Tweet in G2:
[127] smsociety
[2] phenomenology
[2] socialmedia
[2] connectedlearning
[2] highered
[2] climateemergency
[2] climatecrisis
[2] physicians
[2] youtube
[1] wechat

Top Hashtags in Tweet in G3:
[16] smsociety
[2] socialmedia
[2] covid19
[2] twitter
[1] eme6414
[1] wetheinternet
[1] sentimentanalysis
[1] openaccess

Top Hashtags in Tweet in G4:
[10] smsociety

Top Hashtags in Tweet in G5:
[7] smsociety
[1] health
[1] influencers
[1] uclan

Top Hashtags in Tweet in G6:
[5] smsociety

Top Hashtags in Tweet in G7:
[2] smsociety

Top Hashtags in Tweet in G8:
[5] smsociety

Top Hashtags in Tweet in G9:
[1] smsociety

Top Hashtags in Tweet in G10:
[2] smsociety
[2] eme6414
[1] blogging
[1] learningmotivation

Top Words
Top Words in Tweet in Entire Graph:
[250] #smsociety
[94] 2022
[90] social
[87] media
[86] research
[44] join
[44] conference
[44] talks
[40] check
[38] socmediaconf

Top Words in Tweet in G1:
[72] #smsociety
[32] 2022
[26] talks
[20] august
[19] media
[18] social
[17] socmediaconf
[17] youtube
[17] research
[15] spotlight

Top Words in Tweet in G2:
[127] #smsociety
[61] research
[57] social
[52] 2022
[51] media
[34] join
[26] check
[24] gruzd
[20] conference
[19] keynote

Top Words in Tweet in G3:
[19] #smsociety
[9] 2022
[8] factanews
[6] moyazb
[6] socmediaconf
[5] infogamerist
[5] #socialmedia
[5] #covid19
[5] #twitter
[4] online

Top Words in Tweet in G4:
[10] researchers
[10] career
[10] scholars
[10] workshop
[10] #smsociety
[9] attention
[9] post
[9] docs
[9] pre
[9] tenure

Top Words in Tweet in G5:
[9] social
[9] media
[7] #smsociety
[6] international
[6] conference
[5] 12th
[5] society
[5] pre
[5] recorded
[5] video

Top Words in Tweet in G6:
[5] #smsociety
[2] excited
[2] conference
[2] paper

Top Words in Tweet in G7:
[2] #smsociety
[2] conference
[2] recorded
[2] video
[2] scoping
[2] review
[2] analysing
[2] online
[2] media
[2] children

Top Words in Tweet in G8:
[5] #smsociety
[3] research
[3] talk
[2] social
[2] media
[2] fascinating
[2] jason
[2] jones
[2] twitter
[2] bios

Top Words in Tweet in G10:
[2] post
[2] registered
[2] #smsociety
[2] #eme6414

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[79] social,media
[40] #smsociety,2022
[32] media,research
[27] 2022,#smsociety
[24] spotlight,talks
[21] live,sessions
[20] talks,youtube
[20] end,august
[20] career,scholars
[18] july,18

Top Word Pairs in Tweet in G1:
[15] spotlight,talks
[14] talks,youtube
[14] end,august
[14] social,media
[13] #smsociety,2022
[13] live,sessions
[12] #smsociety,min
[12] min,spotlight
[12] youtube,end
[12] august,engage

Top Word Pairs in Tweet in G2:
[50] social,media
[24] 2022,#smsociety
[24] media,research
[20] #smsociety,2022
[10] #smsociety,join
[9] july,18
[8] check,programme
[8] spotlight,talks
[8] accepted,papers
[8] #smsociety,attendees

Top Word Pairs in Tweet in G3:
[6] #smsociety,2022
[5] #socialmedia,#covid19
[5] #covid19,#twitter
[4] analysis,#smsociety
[4] 2022,nodexl
[4] nodexl,report
[4] report,key
[4] key,influencers
[4] influencers,socmediaconf
[4] socmediaconf,infogamerist

Top Word Pairs in Tweet in G4:
[10] career,scholars
[10] scholars,workshop
[9] attention,post
[9] post,docs
[9] docs,pre
[9] pre,tenure
[9] tenure,faculty
[9] faculty,junior
[9] junior,industry
[9] industry,researchers

Top Word Pairs in Tweet in G5:
[9] social,media
[6] international,conference
[5] 12th,international
[5] conference,social
[5] media,society
[5] society,#smsociety
[5] pre,recorded
[5] recorded,video
[4] attending,12th
[4] #smsociety,online

Top Word Pairs in Tweet in G6:
[2] #smsociety,conference

Top Word Pairs in Tweet in G7:
[2] #smsociety,conference
[2] conference,recorded
[2] recorded,video
[2] video,scoping
[2] scoping,review
[2] review,analysing
[2] analysing,online
[2] online,media
[2] media,children
[2] children,political

Top Word Pairs in Tweet in G8:
[2] social,media
[2] fascinating,talk
[2] talk,jason
[2] jason,jones
[2] jones,twitter
[2] twitter,bios
[2] bios,research
[2] research,#smsociety

Top Word Pairs in Tweet in G10:
[2] post,registered
[2] registered,#smsociety

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@socmediaconf
@gruzd
@moyazb
@docdre
@hthwaite
@biiidutton
@sjjphd
@ethanz
@anabelquanhaase
@tanyalokot

Top Mentioned in G1:
@socmediaconf
@gruzd
@eleala
@moyazb
@phmai
@asaiphoo14
@felipebsoares
@smlabto
@ethanz
@royalroads

Top Mentioned in G2:
@gruzd
@moyazb
@socmediaconf
@tanyalokot
@netosessa
@doroshishka
@ethanz
@anabelquanhaase
@deenafottouh
@alessandrozonin

Top Mentioned in G3:
@factanews
@moyazb
@socmediaconf
@infogamerist
@nodexl
@gi_hades
@strathclydeoa
@yuying_tan
@factchecknet
@gruzd

Top Mentioned in G4:
@docdre
@hthwaite
@biiidutton
@sjjphd
@socmediaconf

Top Mentioned in G5:
@paulboland

Top Mentioned in G7:
@pmihailidis

Top Mentioned in G8:
@moyazb

Top Mentioned in G9:
@smsocietyorg

Top Tweeters
Top Tweeters in Entire Graph:
@docdre
@maponi
@nohaatef
@tanyalokot
@ethanz
@sarabentivegna
@dancanthinks
@sjjphd
@strathclydeoa
@galwaygrrl

Top Tweeters in G1:
@sarabentivegna
@politybooks
@royalroads
@ambartosik
@smlabto
@socmeddr
@herrfreitag
@social_visual
@estebanmoralesv
@fetzert

Top Tweeters in G2:
@nohaatef
@tanyalokot
@ethanz
@galwaygrrl
@was3210
@mathiasced
@marc_smith
@moyazb
@jillhopke
@phmai

Top Tweeters in G3:
@maponi
@strathclydeoa
@factchecknet
@nodexl
@nodexlacademy
@infogamerist
@factanews
@gi_hades
@mediaweather
@strathcis

Top Tweeters in G4:
@docdre
@sjjphd
@biiidutton
@jacobsonjenna
@zachmcdowell
@kelleyhastwoes
@aram
@hthwaite
@itsshaheenk
@phdsoc

Top Tweeters in G5:
@uclanresearch
@jenkuroski
@paulboland
@maria69660078
@lucyhives

Top Tweeters in G6:
@suaniaacampa
@anajorge_
@ricardabohn
@silviakeeling
@mathildehog

Top Tweeters in G7:
@pmihailidis
@isabellarega
@anna_neag

Top Tweeters in G8:
@dancanthinks
@lizmarsden_ling

Top Tweeters in G9:
@jillfredenburg
@smsocietyorg

Top Tweeters in G10:
@priornear
@kaleiilima


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