#SMProfs, Twitter, 11/25/2022 5:46:04 AM, 284923


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#SMProfs_2022-11-24_21-29-00.xlsx
#SMProfs_2022-11-24_21-29-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2022
Short Description:
#SMProfs via NodeXL https://bit.ly/3VnItlt
@jeremyhl
@kfreberg
@this0499154500
@michaelbathurst
@docassar
@kimfoxwosu
@adriwall
@shoutmgb
@mptaylorprof
@jpreprd

Top hashtags:
#smprofs
#prprofs
#smle2022
#aejmc22
#smpc2023
#aejmc
#ff
#detroit
#aejmc21
#aejmc2022

Description:
Description
The graph represents a network of 313 Twitter users whose tweets in the requested range contained "#SMProfs", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 November 2022 at 05:30 UTC.

The requested start date was Friday, 25 November 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 115-day, 16-hour, 29-minute period from Monday, 01 August 2022 at 01:10 UTC to Thursday, 24 November 2022 at 17:40 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 : 313
Unique Edges : 523
Edges With Duplicates : 4018
Total Edges : 4541
Number of Edge Types : 5
Retweet : 516
MentionsInRetweet : 2303
Mentions : 1549
Tweet : 168
Replies to : 5
Self-Loops : 182
Reciprocated Vertex Pair Ratio : 0.112121212121212
Reciprocated Edge Ratio : 0.201634877384196
Connected Components : 11
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 297
Maximum Edges in a Connected Component : 4527
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.560911
Graph Density : 0.0112742688621283
Modularity : 0.126148
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 313 Twitter users whose tweets in the requested range contained "#SMProfs", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 November 2022 at 05:30 UTC.

The requested start date was Friday, 25 November 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 115-day, 16-hour, 29-minute period from Monday, 01 August 2022 at 01:10 UTC to Thursday, 24 November 2022 at 17:40 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 : #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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[49] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283202
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282015
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281464
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280515
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280926
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283201
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282090
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282227
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279873

Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280787
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281464
[2] https://apnews.com/article/elon-musk-twitter-inc-business-social-media-8f56dba15a484628e67ede4ee346cee0
[2] https://apnews.com/article/elon-musk-spacex-twitter-inc-technology-business-ef87ad2c5bbd708900cea36899210a53
[1] https://apnews.com/article/elon-musk-twitter-inc-technology-european-union-europe-85e8b6d1fa4c860b3843600d3ebd12fb
[1] https://www.routledge.com/Social-Media-and-Political-Communication/Lipschultz/p/book/9780367772420
[1] https://www.nbcnews.com/pop-culture/pop-culture-news/tiktokers-revolted-gordon-ramsay-video-appearing-pick-lamb-slaughter-rcna40849
[1] https://www.platformer.news/p/-instagram-walks-back-its-changes
[1] https://blog.hubspot.com/marketing/what-trends-experts-will-be-following
[1] https://mashable.com/article/gen-z-tiktok-search-engine-google

Top URLs in Tweet in G2:
[42] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283202
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282015
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281464
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282090
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280515
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280926
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280092
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284387
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283201
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720

Top URLs in Tweet in G3:
[5] https://www.adweek.com/media/the-rise-of-virtual-influencers-and-their-role-in-the-metaverse/
[3] https://www.wrexhamafc.co.uk/news/2022/september/the-impact-of-welcome-to-wrexham/#.YzBCNfjz_cY.linkedin
[3] https://www.forbes.com/sites/paultassi/2022/11/21/twitter-alternative-hive-social-is-having-a-viral-sign-up-moment/?sh=7f7661c81f8f
[3] https://www.adweek.com/agencies/experiential-captivates-consumers-as-brands-and-agencies-eye-the-next-big-collaboration/
[3] https://www.adweek.com/creativity/mcdonalds-and-cactus-plant-flea-market-bring-the-happy-meal-experience-to-adults/
[2] https://www.socialmediatoday.com/news/twitter-announces-price-hike-for-twitter-blue-subscriptions/628489/
[2] https://www.socialmediatoday.com/news/instagram-takes-inspiration-from-bereal-with-new-test-features/629050/
[2] https://www.socialmediatoday.com/news/zuckerberg-defends-metaverse-development-after-online-backlash/630131/
[2] https://www.socialmediatoday.com/news/twitter-tests-new-professional-account-options-including-updated-link-butt/630658/
[2] https://www.socialmediatoday.com/news/youtube-publishes-new-guide-to-utilizing-youtube-shorts/631179/

Top URLs in Tweet in G4:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279873
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279867
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279865
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282227
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282297
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281438
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280515
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282015
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283202

Top URLs in Tweet in G5:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282514
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282844
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282015
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283202
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283201
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282712
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283002
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279870
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282852
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282515

Top URLs in Tweet in G6:
[3] https://www.journalism.co.uk/news/how-journalists-can-get-verified-status-on-mastodon/s2/a984649/?utm_campaign=UA-39227834-1&utm_medium=email&utm_source=Revue
[3] newsletter
[1] https://fortune.com/2022/08/25/40-year-old-millennial-average-content-creator-not-gen-z/?utm_source=substack&utm_medium=email
[1] https://twitter.com/AJEnglish/status/1560476651322064897
[1] https://twitter.com/wongmjane/status/1562162170099404801
[1] https://twitter.com/Bali_Maha/status/1582808682001494016
[1] https://buff.ly/3TPJVNa
[1] https://twitter.com/AOC/status/1593399168764190720
[1] https://www.pewresearch.org/internet/2022/11/16/connection-creativity-and-drama-teen-life-on-social-media-in-2022/?utm_source=Pew+Research+Center&utm_campaign=5489a308c7-Weekly_2022_11_19&utm_medium=email&utm_term=0_-5489a308c7-[LIST_EMAIL_ID]
[1] https://twitter.com/i/web/status/1564714958507614208

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1580572096367058944

Top URLs in Tweet in G9:
[1] https://www.nytimes.com/2022/08/22/briefing/facebook-metaverse-meta-problems.html?smid=tw-share
[1] https://twitter.com/i/web/status/1563603627435970560

Top Domains
Top Domains in Tweet in Entire Graph:
[484] nodexlgraphgallery.org
[117] twitter.com
[38] apnews.com
[35] socialmediatoday.com
[34] adweek.com
[6] nytimes.com
[6] co.uk
[5] forbes.com
[5] pewresearch.org
[5] npr.org

Top Domains in Tweet in G1:
[38] apnews.com
[24] twitter.com
[24] nodexlgraphgallery.org
[5] npr.org
[5] nytimes.com
[4] nbcnews.com
[4] pewresearch.org
[3] hubspot.com
[3] techcrunch.com
[3] variety.com

Top Domains in Tweet in G2:
[239] nodexlgraphgallery.org
[20] twitter.com
[1] agorapulse.com

Top Domains in Tweet in G3:
[53] twitter.com
[35] socialmediatoday.com
[34] adweek.com
[3] co.uk
[3] forbes.com
[2] aejmc.us
[2] espn.com
[1] zoom.us
[1] google.com
[1] thedrum.com

Top Domains in Tweet in G4:
[184] nodexlgraphgallery.org
[9] twitter.com

Top Domains in Tweet in G5:
[37] nodexlgraphgallery.org
[4] twitter.com

Top Domains in Tweet in G6:
[5] twitter.com
[3] co.uk
[1] fortune.com
[1] buff.ly
[1] pewresearch.org

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

Top Domains in Tweet in G9:
[1] nytimes.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[515] smprofs
[280] prprofs
[191] smle2022
[142] aejmc22
[113] smpc2023
[104] aejmc
[85] ff
[54] detroit
[52] aejmc21
[38] aejmc2022



Top Hashtags in Tweet in G1:
[140] smprofs
[112] smle2022
[98] prprofs
[64] smpc2023
[29] aejmc22
[24] smc2024
[15] aejmc
[13] ff
[9] firstamendment
[9] aejmc21

Top Hashtags in Tweet in G2:
[75] smprofs
[65] prprofs
[42] aejmc22
[38] aejmc
[34] smle2022
[34] ff
[22] smpc2023
[19] detroit
[19] aejmc21
[16] aejmc2022

Top Hashtags in Tweet in G3:
[189] smprofs
[38] prprofs
[8] aejmc22
[6] smsports
[3] aejmc
[3] aejmcprd
[2] frebergpr
[2] prsaeasummit22
[1] aejmc23
[1] thatgirl

Top Hashtags in Tweet in G4:
[53] smprofs
[37] aejmc22
[36] prprofs
[23] aejmc
[21] smle2022
[17] detroit
[14] ff
[12] scicomm
[10] aejmc2022
[10] comsher

Top Hashtags in Tweet in G5:
[40] prprofs
[39] smprofs
[25] aejmc22
[25] aejmc
[24] smle2022
[24] ff
[19] smpc2023
[15] aejmc21
[12] detroit
[11] newsengagementday

Top Hashtags in Tweet in G6:
[13] socialmedia
[13] smprofs
[2] citizenship
[2] tiktok
[1] blacktwitter
[1] journalism
[1] accessibility

Top Hashtags in Tweet in G7:
[1] prprofs
[1] smprofs

Top Hashtags in Tweet in G8:
[2] academictwitter
[2] smprofs
[2] prprofs
[2] socaf
[1] academicchatter
[1] psychology
[1] psych
[1] soc
[1] psychtwitter
[1] neuroscience

Top Hashtags in Tweet in G9:
[4] mimspr
[3] smprofs
[2] socialmedia

Top Words
Top Words in Tweet in Entire Graph:
[515] #smprofs
[506] jeremyhl
[499] nodexl
[477] michaelbathurst
[399] this0499154500
[366] unosmlre
[280] #prprofs
[253] shoutmgb
[235] aejmc
[191] #smle2022

Top Words in Tweet in G1:
[140] #smprofs
[112] #smle2022
[98] #prprofs
[64] #smpc2023
[50] twitter
[41] jeremyhl
[35] social
[31] media
[29] #aejmc22
[28] aejmc

Top Words in Tweet in G2:
[281] michaelbathurst
[272] jeremyhl
[248] nodexl
[244] unosmlre
[203] this0499154500
[165] shoutmgb
[94] thartman2u
[75] #smprofs
[65] #prprofs
[60] barron00

Top Words in Tweet in G3:
[189] #smprofs
[69] kfreberg
[38] #prprofs
[32] adweek
[27] social
[26] fyi
[18] media
[18] students
[16] brand
[14] share

Top Words in Tweet in G4:
[188] nodexl
[152] jeremyhl
[151] michaelbathurst
[139] this0499154500
[136] aejmc
[81] unosmlre
[78] aejmc_prd
[68] shoutmgb
[58] aejmc_comsher
[53] #smprofs

Top Words in Tweet in G5:
[40] #prprofs
[40] jeremyhl
[39] #smprofs
[37] nodexl
[36] this0499154500
[32] hashtags
[32] top
[30] michaelbathurst
[25] #aejmc22
[25] #aejmc

Top Words in Tweet in G6:
[13] #socialmedia
[13] #smprofs
[6] mastodon
[5] kimfoxwosu
[3] journalists
[3] still
[3] figured
[3] haven't
[3] verified
[3] go

Top Words in Tweet in G7:
[11] time
[9] assistant
[9] gvschoolofcom
[9] month
[9] tt
[9] professor
[9] gvsu
[9] work
[9] full
[9] seeks

Top Words in Tweet in G8:
[2] #socaf
[2] #smprofs
[2] #academictwitter
[2] #prprofs

Top Words in Tweet in G9:
[4] one
[4] #mimspr
[4] five
[3] problems
[3] pr
[3] #smprofs
[2] mimspr
[2] excited
[2] four
[2] competition

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[167] nodexl,michaelbathurst
[165] unosmlre,nodexl
[156] #smprofs,#prprofs
[116] nodexl,jeremyhl
[107] shoutmgb,unosmlre
[107] jeremyhl,michaelbathurst
[106] top,hashtags
[100] michaelbathurst,jeremyhl
[93] michaelbathurst,this0499154500
[80] jeremyhl,nodexl

Top Word Pairs in Tweet in G1:
[84] #smprofs,#prprofs
[46] #smle2022,#smprofs
[31] social,media
[28] #smle2022,#smpc2023
[24] #smpc2023,#smprofs
[20] #smc2024,#smprofs
[18] #smpc2023,#smle2022
[15] tweet,network
[14] network,data
[13] ap,#smle2022

Top Word Pairs in Tweet in G2:
[119] unosmlre,nodexl
[119] nodexl,michaelbathurst
[85] shoutmgb,unosmlre
[67] michaelbathurst,jeremyhl
[62] unosmlre,this0499154500
[61] jeremyhl,michaelbathurst
[56] michaelbathurst,shoutmgb
[54] nodexl,jeremyhl
[49] michaelbathurst,this0499154500
[47] jeremyhl,nodexl

Top Word Pairs in Tweet in G3:
[25] fyi,#smprofs
[23] adweek,#smprofs
[20] #prprofs,#smprofs
[18] social,media
[14] #smprofs,#prprofs
[10] kfreberg,#smprofs
[8] fall,fun
[8] students,faculty
[8] wait,students
[8] media,insights

Top Word Pairs in Tweet in G4:
[57] nodexl,aejmc
[40] nodexl,jeremyhl
[37] aejmc,nodexl
[36] nodexl,michaelbathurst
[33] unosmlre,nodexl
[32] this0499154500,michaelbathurst
[32] jeremyhl,michaelbathurst
[28] michaelbathurst,jeremyhl
[27] top,hashtags
[27] michaelbathurst,this0499154500

Top Word Pairs in Tweet in G5:
[32] top,hashtags
[20] nodexl,jeremyhl
[16] #smprofs,#prprofs
[14] #aejmc22,#smpc2023
[12] #smle2022,#aejmc22
[11] #prprofs,#smprofs
[11] jeremyhl,michaelbathurst
[11] michaelbathurst,this0499154500
[11] hashtags,#smprofs
[10] jeremyhl,nodexl

Top Word Pairs in Tweet in G6:
[9] #socialmedia,#smprofs
[3] go,journalists
[3] still,haven't
[3] figured,mastodon
[3] haven't,figured
[3] journalists,verified
[3] #smprofs,#socialmedia
[3] verified,mastodon
[3] mastodon,go
[2] economy,more

Top Word Pairs in Tweet in G7:
[9] assistant,professor
[9] come,work
[9] seeks,candidates
[9] time,month
[9] month,tt
[9] gvschoolofcom,gvsu
[9] tt,assistant
[9] candidates,full
[9] full,time
[9] gvsu,seeks

Top Word Pairs in Tweet in G9:
[2] pr,world
[2] 10,teams
[2] #mimspr,#socialmedia
[2] underway,10
[2] big,one
[2] excited,proud
[2] five,problems
[2] #smprofs,facebook
[2] countries,excited
[2] world,cup

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jeremyhl
@michaelbathurst
@this0499154500
@shoutmgb
@unosmlre
@aejmc_prd
@aejmc
@kfreberg
@thartman2u
@nodexl

Top Mentioned in G1:
@jeremyhl
@nodexl
@unosmlre
@this0499154500
@aejmc
@ap
@aejmc_prd
@michaelbathurst
@tiktok_us
@ccooke6685

Top Mentioned in G2:
@michaelbathurst
@jeremyhl
@this0499154500
@shoutmgb
@unosmlre
@thartman2u
@nodexl
@barron00
@docassar
@aejmc

Top Mentioned in G3:
@kfreberg
@adweek
@aejmc_prd
@mptaylorprof
@jpreprd
@sagemedia_comm
@thekatestewart
@socialmedia2day
@kendraeclark
@amandajweed

Top Mentioned in G4:
@this0499154500
@jeremyhl
@michaelbathurst
@aejmc
@aejmc_prd
@shoutmgb
@willthewordguy
@docassar
@aejmc_comsher
@unosmlre

Top Mentioned in G5:
@this0499154500
@jeremyhl
@michaelbathurst
@aejmc_prd
@docassar
@shoutmgb
@kfreberg
@mptaylorprof
@thartman2u
@aejmc

Top Mentioned in G6:
@kimfoxwosu
@sunnykay
@dr_tindall
@beawebtweets
@dog_rates
@jpreprd

Top Mentioned in G7:
@gvschoolofcom
@gvsu
@adriwall
@jpreprd
@aejmc_prd
@hkoverton

Top Mentioned in G9:
@mimspr
@iccopr
@masoncommdept
@prca_americas
@georgemasonchss
@masoncareer

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@godfrey_g_
@cnbc
@nytimes
@mashable
@edward733
@trippbraden
@forbes
@brucevh
@variety

Top Tweeters in G1:
@godfrey_g_
@cnbc
@nytimes
@mashable
@trippbraden
@forbes
@variety
@nbcnews
@ap
@cnet

Top Tweeters in G2:
@chidambara09
@edward733
@s_msonia
@wrix2
@3vil_qu33n
@shoutmgb
@_____yo_____yo
@corpus_news
@michaelbathurst
@kugey

Top Tweeters in G3:
@jeremypmurphy
@warrenwhitlock
@thedrum
@socialmedia2day
@cc_chapman
@thatchristinag
@adweek
@mattnavarra
@ammarketing_nl
@dakinmarketing

Top Tweeters in G4:
@b0tsci
@deann_native
@vernon_j_
@scicommbot
@workingbnb
@morettiphd
@willthewordguy
@jayaisales
@prconversations
@aejmc

Top Tweeters in G5:
@brucevh
@antoncountrysup
@itsmuzza2004
@rootnk
@lesig17
@ch
@perry_ron
@brianne2k
@janet_chung
@globaliqx

Top Tweeters in G6:
@margymaclibrary
@carolekingnyc
@bali_maha
@dr_tindall
@kimfoxwosu
@barbgray
@carabyrd
@dog_rates
@sunnykay
@beawebtweets

Top Tweeters in G7:
@scottcowley
@adriwall
@lenokelly
@gvsu
@jeffklo
@academicjobbot
@vlimadesign
@gvschoolofcom
@ica_prd
@capizzol

Top Tweeters in G8:
@lucinda
@sha
@wia
@annieneimand
@ca
@kacaorg
@elonmuska
@cbsnewsa
@shoa

Top Tweeters in G9:
@iccopr
@georgemasonchss
@mimspr
@masoncareer
@masoncommdept
@prca_americas
@amarketersdream