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#SMProfs Twitter NodeXL SNA Map and Report for Wednesday, 30 August 2023 at 03:39 UTC (experimental version)
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From:
marc_smith
Uploaded on:
August 30, 2023
Short Description:
#SMProfs via NodeXL https://bit.ly/3Z2OFCA
@jeremyhl
@kfreberg
@kimfoxwosu
@michaelbathurst
@shoutmgb
@mimspr
@this0499154500
@spj_tweets
@matt_prince
@reutsmichael1

Top hashtags:
#SMProfs
#smc2024
#PRProfs
#SMprofs
#smpc2023
#smprofs
#smle2022
#prprofs
#ff
#aejmc22

Description:
Description
The graph represents a network of 226 Twitter users whose recent tweets contained "#SMProfs", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 8/29/2023 8:38:41 PM. The network was obtained from Twitter on Wednesday, 30 August 2023 at 03:39 UTC.

The tweets in the network were tweeted over the 240-day, 11-hour, 14-minute period from Sunday, 01 January 2023 at 13:09 UTC to Wednesday, 30 August 2023 at 00:24 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 226
Unique Edges : 302
Edges With Duplicates : 782
Total Edges : 1084
Number of Edge Types : 8
Tweet : 144
Mentions : 793
Quote : 76
MentionsInQuote : 26
Replies to : 22
Retweet : 6
MentionsInReplyTo : 15
MentionsInRetweet : 2
Self-Loops : 189
Reciprocated Vertex Pair Ratio : 0.0473537604456825
Reciprocated Edge Ratio : 0.0904255319148936
Connected Components : 8
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 215
Maximum Edges in a Connected Component : 1072
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.757471
Graph Density : 0.00739429695181908
Modularity : 0.236595
NodeXL Version : 1.0.1.520
Data Import : The graph represents a network of 226 Twitter users whose recent tweets contained "#SMProfs", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 8/29/2023 8:38:41 PM. The network was obtained from Twitter on Wednesday, 30 August 2023 at 03:39 UTC.

The tweets in the network were tweeted over the 240-day, 11-hour, 14-minute period from Sunday, 01 January 2023 at 13:09 UTC to Wednesday, 30 August 2023 at 00:24 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : #SMProfs
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://bit.ly/42KJUPo
[4] https://bit.ly/43Jssv7
[4] https://bit.ly/3ZG1se1
[3] https://bit.ly/3XDK875
[2] https://bit.ly/3ZRxByg
[2] https://bit.ly/42oqM9x
[2] https://bit.ly/3GPd05W
[2] https://www.socialmediatoday.com/news/TikTok-Owner-Boosts-New-Product-Focused-App/646335/
[2] https://bit.ly/3ZFNjgU
[2] https://bit.ly/3Hdf8pL

Top URLs in Tweet in G1:
[1] https://www.socialmediatoday.com/news/Meta-Considers-Paid-Checkmarks-Facebook-Instagram/641994/
[1] https://adweek.it/3XHRuHz
[1] https://www.socialmediatoday.com/news/Meta-Launches-New-Business-Certification-Process/641246/
[1] https://www.socialmediatoday.com/news/eu-regulators-warn-tiktok-that-it-needs-to-update-its-systems-in-line-with/640789/
[1] https://www.socialmediatoday.com/news/linkedin-experiment-monetization-opportunities-creators/654233/
[1] https://www.socialmediatoday.com/news/tiktok-creative-challenge-provide-more-income-opportunities-creators/654099/
[1] https://www.adexchanger.com/commerce/chips-ahoy-takes-a-bite-out-of-tiktok/
[1] https://digiday.com/marketing/content-creators-say-they-struggle-to-keep-up-with-their-audiences-as-social-media-platforms-evolve/
[1] http://karenfreberg.com/blog/threads-app-another-day-another-platform-for-social-media-professors/
[1] https://www.socialmediatoday.com/news/Google-Adds-Generative-AI-to-Gmail-Docs-Slides/645006/

Top URLs in Tweet in G2:
[2] https://www.nytimes.com/2023/03/28/technology/tiktok-users-defend-app.html?smid=nytcore-ios-share&referringSource=articleShare
[2] https://www.nytimes.com/2023/04/11/business/discord-leaked-military-documents.html?smid=nytcore-ios-share&referringSource=articleShare
[2] https://www.nytimes.com/2023/02/20/technology/supreme-court-tech-section230.html?smid=nytcore-ios-share&referringSource=articleShare
[2] https://bit.ly/3ZG1se1
[2] https://bit.ly/42oqM9x
[1] https://www.prsa.org/home/get-involved/professional-interest-sections/educators-academy/2023-educators-academy-summit-call-for-presentations
[1] https://apnews.com/article/038a4e4a2555c66f82b6eb960e64e257
[1] https://news.mit.edu/2023/large-language-models-in-context-learning-0207
[1] https://apnews.com/article/bf252ac3b3448cc44acba2e941292817
[1] https://apnews.com/article/59fb51002661ac5290089060b3ae39a0

Top URLs in Tweet in G3:
[3] https://bit.ly/42KJUPo
[2] https://bit.ly/3ZG1se1
[1] https://bit.ly/3XDK875
[1] https://bit.ly/3Zd1YQ7
[1] https://bit.ly/3Zyh56v
[1] https://bit.ly/3ZFNjgU
[1] https://bit.ly/3ZvptEz
[1] https://bit.ly/3Hdf8pL
[1] https://bit.ly/43Jssv7
[1] https://bit.ly/JPRE8-4

Top URLs in Tweet in G4:
[3] https://bit.ly/43Jssv7
[1] https://bit.ly/3PPGNzH
[1] https://bit.ly/3GPd05W
[1] https://bit.ly/3ZRxByg
[1] https://bit.ly/40s7gs4
[1] https://bit.ly/3XDK875
[1] https://community.aejmc.org/conference/opportunities/2023-sponsors
[1] https://journalofpreducation.com/2023/06/08/journal-of-public-relations-education-call-for-editor-in-chief/
[1] https://lnkd.in/gcAZpy6c
[1] https://lnkd.in/eb8SThty

Top URLs in Tweet in G5:
[1] https://www.theguardian.com/australia-news/audio/2023/aug/25/newsroom-edition-the-end-of-twitter-and-the-future-of-digital-journalism-full-story-podcast
[1] https://twitter.com/andreavbecker/status/1676995218741002242
[1] https://buff.ly/3RL4sCe
[1] https://buff.ly/3AlEYTZ
[1] https://buff.ly/3HmjpGV
[1] https://www.bbc.com/news/world-us-canada-65202978
[1] https://buff.ly/3JuoGfO
[1] https://buff.ly/3J3f78G
[1] https://buff.ly/3WKEG1P
[1] https://buff.ly/3JACxlV

Top URLs in Tweet in G6:
[1] https://www.socialmediatoday.com/news/LinkedIn-New-Tools-for-Job-Seekers/643825/
[1] https://www.socialmediatoday.com/news/tiktok-leads-the-app-download-charts-in-q1-2023/646096/
[1] https://www.wired.com/story/chatgpt-pause-ai-experiments-open-letter/?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=wired&utm_social-type=earned
[1] http://bit.ly/3R5OD8W

Top URLs in Tweet in G7:
[1] https://www.nytimes.com/2023/04/04/style/tiktok-final-exams.html

Top URLs in Tweet in G8:
[1] https://lnkd.in/gsKQJsA6

Top URLs in Tweet in G10:
[1] https://twitter.com/cannonjw/status/1672268839269150720/video/1

Top Domains
Top Domains in Tweet in Entire Graph:
[87] apnews.com
[75] nytimes.com
[41] bit.ly
[33] socialmediatoday.com
[27] adweek.it
[16] buff.ly
[8] npr.org
[6] twitter.com
[5] theverge.com
[5] digiday.com

Top Domains in Tweet in G1:
[28] socialmediatoday.com
[27] adweek.it
[4] digiday.com
[4] karenfreberg.com
[3] twitter.com
[3] buff.ly
[3] tinyurl.com
[2] adweek.com
[2] adobe.com
[2] techcrunch.com

Top Domains in Tweet in G2:
[87] apnews.com
[74] nytimes.com
[15] bit.ly
[8] npr.org
[4] theverge.com
[3] mashable.com
[3] nbcnews.com
[3] youtu.be
[3] socialmediatoday.com
[2] linkedin.com

Top Domains in Tweet in G3:
[13] bit.ly
[1] journalofpreducation.com
[1] powerbi.com

Top Domains in Tweet in G4:
[10] bit.ly
[2] lnkd.in
[1] aejmc.org
[1] journalofpreducation.com

Top Domains in Tweet in G5:
[12] buff.ly
[2] twitter.com
[1] theguardian.com
[1] bbc.com
[1] digitaltrends.com
[1] washingtonpost.com

Top Domains in Tweet in G6:
[2] socialmediatoday.com
[1] wired.com
[1] bit.ly

Top Domains in Tweet in G7:
[1] nytimes.com

Top Domains in Tweet in G8:
[1] lnkd.in

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[278] SMProfs
[231] smc2024
[181] PRProfs
[167] SMprofs
[115] smpc2023
[66] smprofs
[64] smle2022
[42] prprofs
[36] ff
[23] aejmc22



Top Hashtags in Tweet in G1:
[136] SMprofs
[9] PRprofs
[8] smprofs
[5] SMSports
[5] stultzalum
[1] AcademicChatter
[1] SMM
[1] AcademicTwitter
[1] meettheteam
[1] meettheteammonday

Top Hashtags in Tweet in G2:
[257] SMProfs
[219] smc2024
[167] PRProfs
[89] smpc2023
[45] smle2022
[19] AI
[19] smprofs
[16] prprofs
[15] ff
[11] aejmc21

Top Hashtags in Tweet in G3:
[17] smprofs
[14] smpc2023
[13] prprofs
[11] ff
[10] smle2022
[8] smc2024
[8] aejmc21
[8] aejmc2021
[7] aejmc22
[6] smc2021

Top Hashtags in Tweet in G4:
[13] prprofs
[13] smprofs
[12] smpc2023
[12] SMProfs
[10] ff
[10] PRProfs
[9] smle2022
[8] aejmc22
[7] AEJMC
[6] AEJMC23

Top Hashtags in Tweet in G5:
[20] SMprofs
[17] socialmedia
[4] journalism
[2] SocialMedia
[2] Twitter
[1] Egypt
[1] smProfs
[1] IWD2023
[1] Facebook
[1] Meta

Top Hashtags in Tweet in G6:
[6] MimsPR
[6] smprofs
[4] SMprofs
[2] teaching
[2] college
[1] neverboring
[1] sociamedia
[1] PRevolution
[1] MyTwitterAnniversary

Top Hashtags in Tweet in G8:
[3] SMProfs
[2] PRSA
[2] PRProfs
[1] smprofs
[1] SMprofs
[1] PRprofs
[1] PRSAEA
[1] PRSAEASummit23
[1] EASummit2023
[1] PublicRelations

Top Hashtags in Tweet in G9:
[1] SportsComm
[1] SMProfs

Top Hashtags in Tweet in G10:
[1] marketing
[1] moviebiz

Top Words
Top Words in Tweet in Entire Graph:
[512] #smprofs
[240] #prprofs
[234] #smc2024
[115] #smpc2023
[87] social
[84] ap
[76] media
[76] twitter
[75] nytimes
[64] #smle2022

Top Words in Tweet in G1:
[145] #smprofs
[23] adweek
[22] ai
[21] social
[17] media
[14] tiktok
[11] amazing
[11] community
[11] app
[10] more

Top Words in Tweet in G2:
[280] #smprofs
[222] #smc2024
[189] #prprofs
[89] #smpc2023
[82] ap
[73] nytimes
[55] social
[54] twitter
[48] media
[45] #smle2022

Top Words in Tweet in G3:
[22] #smprofs
[18] jeremyhl
[16] #prprofs
[14] nodexl
[14] #smpc2023
[13] this0499154500
[13] hashtags
[13] michaelbathurst
[13] top
[11] #ff

Top Words in Tweet in G4:
[25] #smprofs
[23] #prprofs
[17] jeremyhl
[12] top
[12] hashtags
[12] #aejmc
[12] #smpc2023
[11] #aejmc22
[10] #ff
[10] this0499154500

Top Words in Tweet in G5:
[21] #smprofs
[19] #socialmedia
[13] twitter
[4] #journalism
[3] tiktok
[3] threads
[3] media
[3] musk
[3] over
[3] well

Top Words in Tweet in G6:
[10] #smprofs
[6] #mimspr
[4] pr
[4] masoncommdept
[3] sm
[3] day
[3] 2023
[3] semester
[3] going
[2] tiktok

Top Words in Tweet in G8:
[5] #smprofs
[3] #prprofs
[3] graduate
[2] student
[2] content
[2] approach
[2] #prsa
[2] marketing

Top Words in Tweet in G9:
[3] release
[3] schedule
[2] 2023

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[199] #smprofs,#prprofs
[181] #smc2024,#smprofs
[70] social,media
[48] ap,#smc2024
[42] #smpc2023,#smc2024
[35] nytimes,#smc2024
[27] top,hashtags
[24] ap,#smpc2023
[22] #prprofs,#smle2022
[21] #smle2022,#smprofs

Top Word Pairs in Tweet in G1:
[17] social,media
[14] adweek,#smprofs
[9] fyi,#smprofs
[8] generative,ai
[7] #smprofs,#prprofs
[5] #smprofs,community
[5] #stultzalum,#smprofs
[5] amazing,#smprofs
[4] #smprofs,#smsports
[3] cost,money

Top Word Pairs in Tweet in G2:
[178] #smprofs,#prprofs
[176] #smc2024,#smprofs
[47] ap,#smc2024
[44] social,media
[42] #smpc2023,#smc2024
[35] nytimes,#smc2024
[24] ap,#smpc2023
[21] #smle2022,#smprofs
[19] #smpc2023,#smprofs
[16] nytimes,#smpc2023

Top Word Pairs in Tweet in G3:
[13] top,hashtags
[10] hashtags,#smprofs
[8] nodexl,jeremyhl
[7] #prprofs,#smle2022
[6] jeremyhl,michaelbathurst
[6] #smprofs,#prprofs
[5] #aejmc21,#aejmc22
[5] this0499154500,michaelbathurst
[5] #ff,#aejmc21
[5] #smprofs,nodexl

Top Word Pairs in Tweet in G4:
[12] top,hashtags
[10] #prprofs,#smprofs
[7] #smprofs,#prprofs
[7] hashtags,#smprofs
[6] jeremyhl,michaelbathurst
[5] nodexl,jeremyhl
[5] #prd,#prprofs
[5] #prprofs,#smle2022
[5] #aejmc,#aejmcprd
[4] #influencer,#twitter

Top Word Pairs in Tweet in G5:
[11] #socialmedia,#smprofs
[3] #smprofs,#journalism
[3] #smprofs,#socialmedia
[2] musk,took
[2] well,well
[2] government,demands

Top Word Pairs in Tweet in G6:
[2] zoom,year
[2] fall,2023
[2] masoncommdept,masonchss
[2] roll,first
[2] #mimspr,#smprofs
[2] 10,course
[2] 2023,zoom
[2] sm,class
[2] media,fall
[2] first,day

Top Word Pairs in Tweet in G8:
[2] graduate,student
[2] #prprofs,#smprofs

Top Word Pairs in Tweet in G9:
[3] schedule,release
[2] 2023,schedule

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ap
@nytimes
@jeremyhl
@michaelbathurst
@this0499154500
@aejmc
@adweek
@aejmc_prd
@nodexl
@shoutmgb

Top Mentioned in G1:
@adweek
@uofl
@thebirdsnestlou
@smprofessors
@cathyhackl
@barbie
@adobe
@kfreberg
@bgsmithphd
@guygolan

Top Mentioned in G2:
@ap
@nytimes
@aejmc
@nodexl
@jeremyhl
@michaelbathurst
@this0499154500
@aejmc_prd
@shoutmgb
@unosmlre

Top Mentioned in G3:
@jeremyhl
@michaelbathurst
@this0499154500
@docassar
@shoutmgb
@aejmc_prd
@kfreberg
@kimfoxwosu
@mimspr
@thartman2u

Top Mentioned in G4:
@jeremyhl
@this0499154500
@michaelbathurst
@thartman2u
@aejmc
@aejmc_prd
@eli_krumova
@ccooke6685
@willthewordguy
@shoutmgb

Top Mentioned in G5:
@gabriellecj
@lenoretaylor
@mikewsc1
@npr
@pewresearch
@snapchat
@linkedin
@washingtonpost
@kevglobal

Top Mentioned in G6:
@masoncommdept
@masonchss
@masoncareer
@mimspr
@socialmedia2day
@wired
@georgemasonu
@tiktok
@smprofessors

Top Mentioned in G7:
@nytimes
@4evrmalone
@ben_pier
@chapmanu

Top Mentioned in G8:
@kfreberg

Top Mentioned in G9:
@nflnetwork

Top Mentioned in G10:
@tmnt
@pizzahut

Top Tweeters
Top Tweeters in Entire Graph:
@thehill
@reuters
@business
@cnbc
@pizzahut
@nytimes
@mashable
@forbes
@tripletsfan19
@washingtonpost

Top Tweeters in G1:
@forbes
@buffer
@adage
@thatchristinag
@adweek
@mattnavarra
@kfreberg
@digiday
@michaelmiraflor
@auntieannes

Top Tweeters in G2:
@thehill
@reuters
@business
@cnbc
@mashable
@variety
@cnn
@cbsnews
@nbcnews
@politico

Top Tweeters in G3:
@tripletsfan19
@rwang0
@witchhusband
@wrix2
@ap
@shoutmgb
@eli_krumova
@ccooke6685
@nebraskasower
@lesig17

Top Tweeters in G4:
@3vil_qu33n
@michaelbathurst
@thartman2u
@keithkeller
@dwpippy
@willthewordguy
@daisysellshouse
@tutormentorteam
@nassimretiere
@aejmc

Top Tweeters in G5:
@washingtonpost
@ajenglish
@digitaltrends
@pewresearch
@kimfoxwosu
@ileane
@lukeplunkett
@lenoretaylor
@gabriellecj
@kevglobal

Top Tweeters in G6:
@socialmedia2day
@wired
@georgemasonu
@mimspr
@masoncareer
@masoncommdept
@tiktok
@smprofessors
@masonchss

Top Tweeters in G7:
@nytimes
@matt_prince
@chapmanu
@4evrmalone
@ben_pier

Top Tweeters in G8:
@magicalpr
@voiceofd
@ysterbenk
@kaitlynbama

Top Tweeters in G9:
@nflnetwork
@titans
@mptaylorprof

Top Tweeters in G10:
@pizzahut
@cannonjw
@tmnt


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