#SMProfs, Twitter, 9/16/2022 3:29:41 PM, 281906


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#SMProfs_2022-09-15_21-29-00.xlsx
#SMProfs_2022-09-15_21-29-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2022
Short Description:
#SMProfs via NodeXL https://bit.ly/3QQ2JcA
@jeremyhl
@kfreberg
@this0499154500
@michaelbathurst
@kimfoxwosu
@aejmc_prd
@shoutmgb
@mptaylorprof
@brianne2k
@docassar

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

Description:
Description
The graph represents a network of 326 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, 16 September 2022 at 04:30 UTC.

The requested start date was Friday, 16 September 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 106-day, 7-hour, 3-minute period from Wednesday, 01 June 2022 at 10:50 UTC to Thursday, 15 September 2022 at 17:53 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 : 326
Unique Edges : 601
Edges With Duplicates : 3340
Total Edges : 3941
Number of Edge Types : 5
Mentions : 1397
MentionsInRetweet : 1909
Retweet : 434
Tweet : 192
Replies to : 9
Self-Loops : 203
Reciprocated Vertex Pair Ratio : 0.117307692307692
Reciprocated Edge Ratio : 0.209982788296041
Connected Components : 9
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 317
Maximum Edges in a Connected Component : 3936
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.54863
Graph Density : 0.010967437470505
Modularity : 0.146737
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 326 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, 16 September 2022 at 04:30 UTC.

The requested start date was Friday, 16 September 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 106-day, 7-hour, 3-minute period from Wednesday, 01 June 2022 at 10:50 UTC to Thursday, 15 September 2022 at 17:53 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:
[43] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279015
[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
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280092
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279873
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279871
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277849
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279902

Top URLs in Tweet in G1:
[4] https://www.amazon.com/gp/product/B0B2B3Y45J/ref=dbs_a_def_awm_bibl_vppi_i3
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281464
[2] https://apnews.com/article/technology-felicia-sonmez-social-media-personnel-8f8b3354028b71c10b84cb61acc2b1e9
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280034
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279434
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279691
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279842
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279852
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279873
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279871

Top URLs in Tweet in G2:
[5] https://www.adweek.com/media/the-rise-of-virtual-influencers-and-their-role-in-the-metaverse/
[4] https://www.socialmediatoday.com/news/instagram-launches-initial-test-of-new-creator-marketplace-influencer-dis/627117/
[3] https://www.socialmediatoday.com/news/instagrams-chief-says-it-will-halt-its-full-screen-format-test-scale-back/628403/
[2] https://www.socialmediatoday.com/news/twitter-tests-new-bitmoji-integration-to-display-your-digital-character-as/626513/
[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/
[2] https://www.socialmediatoday.com/news/the-key-social-platform-metrics-to-track-infographic/631187/
[2] https://www.theverge.com/2022/6/11/23163839/tiktok-parent-company-bytedance-gearing-up-invest-money-vr?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://www.theverge.com/2022/7/27/23280406/tiktok-researchers-api-transparency-damaging-reports-china?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G3:
[36] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279015
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280926
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280515
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279167
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278151
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279871
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279902
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281568
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277838

Top URLs in Tweet in G4:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281464
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280092
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277849
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279871
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280926
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280515
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279015
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278151
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279873

Top URLs in Tweet in G5:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279865
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280515
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281412
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279764
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279873
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281326
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279867
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281464
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280926

Top URLs in Tweet in G6:
[2] https://thefix.media/2022/7/5/what-can-journalist-influencers-bring-to-newsrooms-and-what-do-they-expect-in-return
[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/EspreeDevora/status/1533907623816224770
[1] https://twitter.com/Steve_BienAime/status/1534241691586134016
[1] https://twitter.com/i/web/status/1536461166976765952
[1] https://twitter.com/spj_tweets/status/1537156382658547716
[1] https://www.thedailybeast.com/washington-post-unveils-new-social-media-policy-to-think-before-you-post
[1] https://twitter.com/WIRED/status/1542909905341923328
[1] https://twitter.com/nana_agyepong_/status/1552272510753902593
[1] https://twitter.com/wongmjane/status/1562162170099404801

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1559253468958887943
[1] https://twitter.com/redrocksco/status/1557836416838778882

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

Top Domains
Top Domains in Tweet in Entire Graph:
[403] nodexlgraphgallery.org
[108] twitter.com
[44] apnews.com
[38] socialmediatoday.com
[30] adweek.com
[8] theverge.com
[5] amazon.com
[5] youtube.com
[5] techcrunch.com
[4] nytimes.com

Top Domains in Tweet in G1:
[44] apnews.com
[41] nodexlgraphgallery.org
[21] twitter.com
[5] techcrunch.com
[4] npr.org
[4] socialmediatoday.com
[4] amazon.com
[3] theverge.com
[3] youtube.com
[3] nytimes.com

Top Domains in Tweet in G2:
[55] twitter.com
[33] socialmediatoday.com
[30] adweek.com
[5] theverge.com
[2] youtube.com
[1] nodexlgraphgallery.org
[1] splashthat.com
[1] facebook.com
[1] hootsuite.com
[1] sproutsocial.com

Top Domains in Tweet in G3:
[114] nodexlgraphgallery.org
[9] twitter.com

Top Domains in Tweet in G4:
[174] nodexlgraphgallery.org
[6] twitter.com

Top Domains in Tweet in G5:
[73] nodexlgraphgallery.org
[5] twitter.com
[1] aejmc.org
[1] zoom.us
[1] aejmc.us

Top Domains in Tweet in G6:
[9] twitter.com
[2] thefix.media
[1] fortune.com
[1] thedailybeast.com
[1] pewresearch.org
[1] socialmediatoday.com

Top Domains in Tweet in G8:
[2] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[510] smprofs
[243] prprofs
[184] smle2022
[135] aejmc22
[95] smpc2023
[86] ff
[67] aejmc
[54] aejmc21
[44] firstamendment
[38] detroit



Top Hashtags in Tweet in G1:
[161] smprofs
[122] smle2022
[111] prprofs
[62] smpc2023
[48] aejmc22
[24] ff
[21] aejmc21
[18] aejmc
[17] firstamendment
[13] smc2024

Top Hashtags in Tweet in G2:
[189] smprofs
[35] prprofs
[9] smsports
[8] aejmc22
[3] prsaeasummit22
[2] prsaea
[2] prsa
[1] thatgirl
[1] frebergpr
[1] aspireworkshop

Top Hashtags in Tweet in G3:
[50] smprofs
[35] prprofs
[30] ff
[24] smle2022
[20] aejmc22
[18] aejmc
[18] smpc2023
[13] aejmc21
[12] firstamendment
[11] tiktok

Top Hashtags in Tweet in G4:
[57] smprofs
[33] prprofs
[28] smle2022
[24] aejmc22
[20] ff
[16] aejmc
[15] aejmc21
[13] detroit
[12] smpc2023
[11] firstamendment

Top Hashtags in Tweet in G5:
[35] aejmc22
[34] smprofs
[27] prprofs
[15] aejmc
[12] ff
[11] aejmc2022
[10] smle2022
[10] detroit
[7] tiktok
[7] nond

Top Hashtags in Tweet in G6:
[15] socialmedia
[15] smprofs
[3] journalism
[2] citizenship
[1] whompwhomp
[1] roeoverturned
[1] roevswade
[1] roevwade
[1] facebook
[1] meta

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

Top Hashtags in Tweet in G8:
[1] smprofs
[1] prprofs

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

Top Words
Top Words in Tweet in Entire Graph:
[510] #smprofs
[453] jeremyhl
[408] nodexl
[384] michaelbathurst
[301] this0499154500
[243] #prprofs
[241] aejmc
[232] unosmlre
[184] #smle2022
[157] kfreberg

Top Words in Tweet in G1:
[161] #smprofs
[122] #smle2022
[111] #prprofs
[62] #smpc2023
[60] jeremyhl
[49] aejmc
[48] #aejmc22
[42] nodexl
[40] twitter
[38] media

Top Words in Tweet in G2:
[189] #smprofs
[81] kfreberg
[38] fyi
[35] #prprofs
[30] adweek
[15] twitter
[14] tiktok
[13] share
[12] amazing
[12] students

Top Words in Tweet in G3:
[132] jeremyhl
[128] michaelbathurst
[115] nodexl
[81] unosmlre
[79] this0499154500
[50] #smprofs
[49] rootnk
[45] aejmc
[41] edward733
[36] top

Top Words in Tweet in G4:
[209] jeremyhl
[180] michaelbathurst
[177] nodexl
[137] this0499154500
[89] unosmlre
[72] aejmc
[57] #smprofs
[51] shoutmgb
[41] docassar
[39] endruvitak

Top Words in Tweet in G5:
[74] aejmc
[73] nodexl
[51] this0499154500
[50] jeremyhl
[50] michaelbathurst
[35] unosmlre
[35] #aejmc22
[34] #smprofs
[34] willthewordguy
[33] aejmc_prd

Top Words in Tweet in G6:
[15] #socialmedia
[15] #smprofs
[6] kimfoxwosu
[5] tiktok
[4] policies
[3] race
[3] hide
[3] voice
[3] last
[3] year

Top Words in Tweet in G8:
[6] social
[6] media
[5] wait
[5] students
[5] faculty
[5] start
[5] using
[5] insights
[5] lab
[5] fall

Top Words in Tweet in G9:
[4] one
[3] #mimspr
[3] problems
[2] really
[2] five
[2] think
[2] more
[2] big
[2] #socialmedia
[2] #smprofs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[152] #smprofs,#prprofs
[148] michaelbathurst,jeremyhl
[125] nodexl,michaelbathurst
[107] unosmlre,nodexl
[94] top,hashtags
[82] nodexl,aejmc
[72] jeremyhl,nodexl
[65] jeremyhl,michaelbathurst
[64] nodexl,jeremyhl
[64] tweet,network

Top Word Pairs in Tweet in G1:
[83] #smprofs,#prprofs
[59] #smle2022,#smprofs
[34] social,media
[19] #smpc2023,#smle2022
[18] #smle2022,#ff
[17] top,hashtags
[16] tweet,network
[15] nodexl,unosmlre
[14] #prprofs,#smprofs
[14] #smpc2023,#smprofs

Top Word Pairs in Tweet in G2:
[36] fyi,#smprofs
[28] #smprofs,#prprofs
[18] adweek,#smprofs
[10] kfreberg,#smprofs
[9] make,sure
[8] #smprofs,#smsports
[8] kfreberg,fyi
[6] social,media
[6] #prprofs,#smprofs
[6] #smprofs,community

Top Word Pairs in Tweet in G3:
[55] michaelbathurst,jeremyhl
[51] unosmlre,nodexl
[49] nodexl,michaelbathurst
[41] jeremyhl,edward733
[36] edward733,rootnk
[36] rootnk,america4455
[36] america4455,nftmetatron
[34] top,hashtags
[29] michaelbathurst,unosmlre
[22] nodexl,jeremyhl

Top Word Pairs in Tweet in G4:
[73] michaelbathurst,jeremyhl
[55] nodexl,michaelbathurst
[45] jeremyhl,nodexl
[43] jeremyhl,michaelbathurst
[40] michaelbathurst,this0499154500
[39] unosmlre,nodexl
[37] nodexl,jeremyhl
[31] top,hashtags
[30] nodexl,aejmc
[29] this0499154500,endruvitak

Top Word Pairs in Tweet in G5:
[27] nodexl,aejmc
[17] aejmc,nodexl
[16] nodexl,michaelbathurst
[14] tweet,network
[14] michaelbathurst,jeremyhl
[13] network,data
[13] unosmlre,nodexl
[12] data,nodexl
[12] top,hashtags
[12] tamarwilner,willthewordguy

Top Word Pairs in Tweet in G6:
[6] #socialmedia,#smprofs
[4] #smprofs,#socialmedia
[3] race,hide
[3] hide,voice
[3] voice,last
[3] last,year
[3] year,tiktok
[3] tiktok,changed
[3] changed,privacy
[3] privacy,policies

Top Word Pairs in Tweet in G8:
[6] social,media
[5] wait,students
[5] students,faculty
[5] faculty,start
[5] start,using
[5] using,social
[5] media,insights
[5] insights,lab
[5] lab,fall
[5] fall,fun

Top Word Pairs in Tweet in G9:
[2] really,five
[2] five,problems
[2] problems,think
[2] think,one
[2] one,more
[2] more,big
[2] big,one
[2] one,#mimspr
[2] #mimspr,#socialmedia
[2] #socialmedia,#smprofs

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

Top Mentioned in G1:
@jeremyhl
@this0499154500
@aejmc_prd
@aejmc
@unosmlre
@michaelbathurst
@nodexl
@kfreberg
@gsig_aejmc
@seth685168468

Top Mentioned in G2:
@kfreberg
@adweek
@socialmedia2day
@sagemedia_comm
@verge
@thekatestewart
@kentuckyderby
@cannes_lions
@stukentapp
@prdaily

Top Mentioned in G3:
@jeremyhl
@michaelbathurst
@this0499154500
@edward733
@rootnk
@america4455
@nftmetatron
@unosmlre
@shoutmgb
@aejmc

Top Mentioned in G4:
@jeremyhl
@michaelbathurst
@this0499154500
@unosmlre
@aejmc
@shoutmgb
@nodexl
@endruvitak
@aejmc_prd
@docassar

Top Mentioned in G5:
@this0499154500
@aejmc
@jeremyhl
@michaelbathurst
@willthewordguy
@aejmc_prd
@shoutmgb
@unosmlre
@aejmc_comsher
@nodexl

Top Mentioned in G6:
@kimfoxwosu
@pewresearch
@sunnykay
@dr_tindall
@fcc
@beawebtweets
@dog_rates

Top Mentioned in G8:
@mptaylorprof

Top Mentioned in G9:
@mimspr

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersecurityn8
@chipotletweets
@godfrey_g_
@garyloper
@nytimes
@edward733
@paulwiggins
@waterworxuk

Top Tweeters in G1:
@godfrey_g_
@nytimes
@paulwiggins
@nbcnews
@buzzfeed
@academicchatter
@techcrunch
@npr
@heather_hear
@jeremyhl

Top Tweeters in G2:
@chipotletweets
@warrenwhitlock
@verge
@thedrum
@garyvee
@nordicgeo
@socialmedia2day
@thatchristinag
@chrisstrub
@adweek

Top Tweeters in G3:
@sectest9
@cybersecurityn8
@garyloper
@edward733
@waterworxuk
@wrix2
@3vil_qu33n
@mone_fb
@michaelbathurst
@deann_native

Top Tweeters in G4:
@chidambara09
@meghanmbiro
@kugey
@natschooler
@priscilagural
@thartman2u
@creativesage
@ccoo
@smm_news_feed
@ch

Top Tweeters in G5:
@s_msonia
@shoutmgb
@b0tsci
@scicommbot
@barron00
@workingbnb
@willthewordguy
@jayaisales
@aejmc
@markbird17

Top Tweeters in G6:
@carolekingnyc
@pewresearch
@pakinamamer
@dr_tindall
@kimfoxwosu
@carabyrd
@fcc
@dog_rates
@davidtvrdon
@sunnykay

Top Tweeters in G7:
@una
@a
@ca
@briana
@kacaorg
@ua
@shoa

Top Tweeters in G8:
@brandwatch
@bevkeel
@mptaylorprof
@wittystatesman
@squirefrederick

Top Tweeters in G9:
@mimspr
@amarketersdream


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