#SMProfs, Twitter, 4/29/2022 1:30:10 PM, 275645


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#SMProfs_2022-04-28_21-29-00.xlsx
#SMProfs_2022-04-28_21-29-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 29, 2022
Short Description:
#SMProfs via NodeXL https://bit.ly/3vsQWtC
@this0499154500
@kfreberg
@jeremyhl
@docassar
@michaelbathurst
@kimfoxwosu
@shoutmgb
@aejmc_prd
@brianne2k
@13thingsa

Top hashtags:
#smprofs
#prprofs
#smle2022
#ff
#aejmc21
#aejmc2021
#smc2021
#firstamendment
#smpc2023

Description:
Description
The graph represents a network of 421 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, 29 April 2022 at 04:30 UTC.

The requested start date was Friday, 29 April 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 116-day, 3-hour, 31-minute period from Sunday, 02 January 2022 at 14:18 UTC to Thursday, 28 April 2022 at 17:50 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 : 421
Unique Edges : 750
Edges With Duplicates : 5282
Total Edges : 6032
Number of Edge Types : 5
Retweet : 552
MentionsInRetweet : 2698
Mentions : 2584
Tweet : 177
Replies to : 21
Self-Loops : 202
Reciprocated Vertex Pair Ratio : 0.10596546310832
Reciprocated Edge Ratio : 0.191625266146203
Connected Components : 14
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 395
Maximum Edges in a Connected Component : 6005
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.567077
Graph Density : 0.00796855559325868
Modularity : 0.114568
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 421 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, 29 April 2022 at 04:30 UTC.

The requested start date was Friday, 29 April 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 116-day, 3-hour, 31-minute period from Sunday, 02 January 2022 at 14:18 UTC to Thursday, 28 April 2022 at 17:50 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:
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271301
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269869
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275496
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275351
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274281
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270188
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271567
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275010
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271005

Top URLs in Tweet in G1:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270188
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271301
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271005
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269869
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272858
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270117
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275351
[3] https://www.adweek.com/brand-marketing/student-athlete-and-brand-partnerships-increase-following-new-nil-policy/
[3] https://www.socialmediatoday.com/news/hootsuites-social-media-image-size-guide-for-2022-infographic/617109/
[3] http://karenfreberg.com/blog/sparking-creativity-through-tiktok-reels-assignment/

Top URLs in Tweet in G2:
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271301
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271567
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269869
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270117
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274097
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273680
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273328
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270188
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275351
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934

Top URLs in Tweet in G3:
[8] https://aejmc.us/prd/2022/01/04/2022-aejmc-pedagogy-pre-conference-call-for-gifts/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273951
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272794
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274733
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272152
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270227
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272609
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272453
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269439
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273397

Top URLs in Tweet in G4:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275496
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275010
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274281
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274700
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275439
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275351
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275603
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273680
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269869

Top URLs in Tweet in G5:
[2] https://apnews.com/article/russia-ukraine-technology-business-social-media-facebook-62f897612b7dfebb2538eb204175df66
[2] https://www.youtube.com/watch?v=RrOzY86YcEM&feature=youtu.be

[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271301
[2] https://twitter.com/MattNavarra/status/1485968196096053248
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272003
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274477
[1] https://apnews.com/article/television-donald-trump-washington-conspiracy-theories-congress-0ddc173391135ac2cdaa335e3c9b4881
[1] https://apnews.com/article/technology-business-europe-france-media-b649f6f8060861dbe935d3ed110f85ab
[1] https://apnews.com/article/technology-sports-business-newspapers-new-york-times-co-455a48d77ce840ff695796a7178e5586
[1] https://www.cbc.ca/news/canada/london/ontario-nurses-pandemic-libel-suit-1.6307238?cmp=FB_Feed_CBCMain

Top URLs in Tweet in G6:
[3] https://www.axios.com/newsletters/axios-media-trends-be1395b3-e249-4641-8c94-18f8250ee384.html?chunk=5&utm_term=twsocialshare#story5
[2] https://www.xda-developers.com/twitter-working-on-podcasting/
[1] https://twitter.com/Variety/status/1508542680107675648
[1] https://twitter.com/megancarpentier/status/1477682845313376256
[1] https://twitter.com/KanikaTolver/status/1484540136272670724
[1] https://www.nytimes.com/2022/01/25/arts/music/cardi-b-tasha-k.html
[1] https://twitter.com/HDProductionz/status/1486023316762726407
[1] https://twitter.com/reneehobbs/status/1484904139662450691
[1] https://www.socialmediatoday.com/news/twitters-experimenting-with-a-new-flocks-option-for-more-enclosed-tweet/617538/?fbclid=IwAR0ZShQCyIqtguhFLeZpirsTM9amwLDTNVNVZexuzINg7hdxgVGvDgn_dZU
[1] https://twitter.com/PodcastsInColor/status/1486410615195275264

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1518657576241610752

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1481360995956232209
[1] https://twitter.com/peacocktv/status/1505038172874489856
[1] https://www.theguardian.com/media/2022/mar/04/bot-holiday-covid-misinformation-ukraine-social-media

Top Domains
Top Domains in Tweet in Entire Graph:
[647] nodexlgraphgallery.org
[107] twitter.com
[47] apnews.com
[21] socialmediatoday.com
[20] adweek.com
[10] karenfreberg.com
[9] aejmc.us
[5] axios.com
[4] youtube.com
[4] thedrum.com

Top Domains in Tweet in G1:
[68] nodexlgraphgallery.org
[56] twitter.com
[20] adweek.com
[17] socialmediatoday.com
[9] karenfreberg.com
[4] thedrum.com
[2] immersiv.io
[2] adobe.com
[1] techcrunch.com
[1] splashthat.com

Top Domains in Tweet in G2:
[262] nodexlgraphgallery.org
[6] twitter.com
[1] powerbi.com
[1] linkedin.com

Top Domains in Tweet in G3:
[157] nodexlgraphgallery.org
[9] aejmc.us
[8] twitter.com
[2] qualtrics.com

Top Domains in Tweet in G4:
[139] nodexlgraphgallery.org
[4] twitter.com

Top Domains in Tweet in G5:
[47] apnews.com
[21] nodexlgraphgallery.org
[15] twitter.com
[3] nbcnews.com
[3] npr.org
[3] youtube.com
[3] socialmediatoday.com
[3] theverge.com
[2] techcrunch.com
[2] cnbc.com

Top Domains in Tweet in G6:
[15] twitter.com
[3] axios.com
[2] xda-developers.com
[1] nytimes.com
[1] socialmediatoday.com
[1] ghostcodes.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[698] smprofs
[431] prprofs
[307] smle2022
[229] ff
[206] aejmc21
[193] aejmc2021
[177] smc2021
[138] firstamendment
[103] smpc2023
[54] jobalerts



Top Hashtags in Tweet in G1:
[187] smprofs
[39] prprofs
[23] ff
[12] smsports
[11] smle2022
[9] aejmc21
[9] aejmc2021
[8] marketingtwitter
[7] freberg22
[7] frebergsm

Top Hashtags in Tweet in G2:
[118] smprofs
[93] prprofs
[59] ff
[55] smle2022
[52] aejmc21
[51] aejmc2021
[48] smc2021
[33] firstamendment
[14] jobalerts
[11] aejmc22

Top Hashtags in Tweet in G3:
[150] smprofs
[144] prprofs
[102] smle2022
[95] ff
[95] aejmc21
[88] aejmc2021
[77] smc2021
[62] firstamendment
[30] jobalerts
[21] aejmc22

Top Hashtags in Tweet in G4:
[49] smprofs
[46] prprofs
[33] smle2022
[33] ff
[31] aejmc21
[27] aejmc2021
[26] smc2021
[24] firstamendment
[10] aejmc22
[10] smpc2023

Top Hashtags in Tweet in G5:
[160] smprofs
[106] smle2022
[101] prprofs
[66] smpc2023
[20] unojmc441
[19] ff
[19] aejmc21
[19] smc2021
[18] aejmc2021
[17] firstamendment

Top Hashtags in Tweet in G6:
[26] smprofs
[24] socialmedia
[4] prprofs
[3] axiosmediatrends
[3] nabshow
[2] advertising
[2] medialiteracy
[2] medialit
[2] teaching
[2] podcaststudies

Top Hashtags in Tweet in G7:
[3] mimspr
[1] smprofs

Top Hashtags in Tweet in G8:
[4] smprofs
[2] prprofs
[1] streaming
[1] fortnite
[1] streaminglive

Top Hashtags in Tweet in G9:
[1] prl2710
[1] proudprof
[1] smprofs

Top Hashtags in Tweet in G10:
[1] marketingprofs
[1] smprofs

Top Words
Top Words in Tweet in Entire Graph:
[698] #smprofs
[676] jeremyhl
[668] nodexl
[598] this0499154500
[568] docassar
[508] michaelbathurst
[430] #prprofs
[307] #smle2022
[289] aejmc
[270] unosmlre

Top Words in Tweet in G1:
[187] #smprofs
[120] jeremyhl
[71] nodexl
[61] michaelbathurst
[58] kfreberg
[55] unosmlre
[55] this0499154500
[43] docassar
[39] #prprofs
[32] tweet

Top Words in Tweet in G2:
[275] docassar
[269] nodexl
[254] jeremyhl
[253] this0499154500
[196] michaelbathurst
[132] aejmc
[118] #smprofs
[93] #prprofs
[90] aejmc_prd
[77] aejmc_comsher

Top Words in Tweet in G3:
[162] nodexl
[150] #smprofs
[148] this0499154500
[144] #prprofs
[130] docassar
[116] top
[116] hashtags
[114] jeremyhl
[102] #smle2022
[102] aejmc_prd

Top Words in Tweet in G4:
[143] jeremyhl
[141] nodexl
[133] michaelbathurst
[127] this0499154500
[107] docassar
[76] unosmlre
[49] #smprofs
[48] aejmc
[46] #prprofs
[37] top

Top Words in Tweet in G5:
[160] #smprofs
[106] #smle2022
[100] #prprofs
[66] #smpc2023
[45] jeremyhl
[37] twitter
[33] kfreberg
[33] social
[31] media
[29] unosmlre

Top Words in Tweet in G6:
[26] #smprofs
[24] #socialmedia
[8] kimfoxwosu
[6] students
[4] twitter
[4] #prprofs
[4] aejmcspig
[3] fyi
[3] great
[3] news

Top Words in Tweet in G7:
[3] mimspr
[3] #mimspr
[3] fair
[3] warning
[3] strategic
[3] content
[3] creation
[3] world
[3] talent
[3] under

Top Words in Tweet in G8:
[4] media
[4] #smprofs
[3] social
[2] right
[2] great
[2] #prprofs
[2] need
[2] student

Top Words in Tweet in G9:
[2] class

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[227] top,hashtags
[196] #smprofs,#prprofs
[149] nodexl,michaelbathurst
[130] aejmc,nodexl
[130] nodexl,aejmc
[128] jeremyhl,nodexl
[123] #aejmc2021,#smc2021
[122] this0499154500,docassar
[117] nodexl,jeremyhl
[115] jeremyhl,michaelbathurst

Top Word Pairs in Tweet in G1:
[31] tweet,network
[30] nodexl,michaelbathurst
[27] #smprofs,#prprofs
[19] nodexl,unosmlre
[19] jeremyhl,michaelbathurst
[18] social,media
[18] nodexl,jeremyhl
[18] michaelbathurst,nebraskasower
[16] network,nodexl
[16] michaelbathurst,jeremyhl

Top Word Pairs in Tweet in G2:
[59] top,hashtags
[58] aejmc,nodexl
[58] nodexl,aejmc
[58] this0499154500,docassar
[54] jeremyhl,nodexl
[49] nodexl,jeremyhl
[49] nodexl,this0499154500
[46] #smprofs,nodexl
[46] nodexl,michaelbathurst
[44] jeremyhl,michaelbathurst

Top Word Pairs in Tweet in G3:
[116] top,hashtags
[54] #aejmc21,#aejmc2021
[53] #aejmc2021,#smc2021
[51] #smprofs,#prprofs
[50] hashtags,#smprofs
[48] aejmc,nodexl
[48] nodexl,aejmc
[42] #prprofs,#smprofs
[41] #smle2022,#ff
[38] #ff,#aejmc21

Top Word Pairs in Tweet in G4:
[50] nodexl,michaelbathurst
[42] unosmlre,nodexl
[37] michaelbathurst,jeremyhl
[35] top,hashtags
[34] jeremyhl,nodexl
[28] jeremyhl,this0499154500
[25] nodexl,jeremyhl
[23] aejmc,nodexl
[23] nodexl,aejmc
[23] jeremyhl,michaelbathurst

Top Word Pairs in Tweet in G5:
[83] #smprofs,#prprofs
[70] #smle2022,#smprofs
[49] #smpc2023,#smle2022
[21] social,media
[20] nodexl,unosmlre
[17] tweet,network
[16] #aejmc2021,#smc2021
[11] #aejmc21,#aejmc2021
[10] #prprofs,#unojmc441
[10] network,nodexl

Top Word Pairs in Tweet in G6:
[18] #smprofs,#socialmedia
[5] #socialmedia,#smprofs
[3] news,outlets
[3] outlets,ride
[3] ride,tiktok
[3] tiktok,engagement
[3] engagement,wave
[3] wave,#axiosmediatrends
[3] #axiosmediatrends,#smprofs
[3] amazing,opp

Top Word Pairs in Tweet in G7:
[3] fair,warning
[3] warning,strategic
[3] strategic,content
[3] content,creation
[3] creation,world
[3] world,talent
[3] talent,under
[3] under,development
[3] development,masoncommdept
[3] masoncommdept,soon

Top Word Pairs in Tweet in G8:
[3] social,media

Top Replied-To
Top Replied-To in Entire Graph:
@kfreberg
@this0499154500
@khulood_almani
@13thingsa
@redhatemea
@chidambara09
@actualidadrt
@reutsmichael1
@docassar
@rootnk

Top Replied-To in G1:
@kfreberg
@amandajweed
@atnickmartin
@michaelblight
@stultzmatt

Top Replied-To in G2:
@this0499154500
@rootnk
@docassar
@redhatemea
@13thingsa
@khulood_almani
@chidambara09
@reutsmichael1
@actualidadrt

Top Replied-To in G3:
@aejmc_prd

Top Replied-To in G5:
@kfreberg
@lauren_conforti

Top Replied-To in G6:
@dr_tindall

Top Mentioned
Top Mentioned in Entire Graph:
@this0499154500
@jeremyhl
@michaelbathurst
@docassar
@aejmc_prd
@kfreberg
@unosmlre
@aejmc
@jpreprd
@thartman2u

Top Mentioned in G1:
@jeremyhl
@michaelbathurst
@kfreberg
@this0499154500
@unosmlre
@docassar
@nodexl
@thartman2u
@rootnk
@nebraskasower

Top Mentioned in G2:
@this0499154500
@docassar
@jeremyhl
@michaelbathurst
@aejmc_prd
@aejmc
@kfreberg
@aejmc_comsher
@thartman2u
@jpreprd

Top Mentioned in G3:
@this0499154500
@docassar
@aejmc_prd
@michaelbathurst
@jeremyhl
@jpreprd
@aejmc
@kfreberg
@joccjournal
@gsig_aejmc

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

Top Mentioned in G5:
@jeremyhl
@kfreberg
@unosmlre
@nodexl
@twitter
@aejmc_prd
@michaelbathurst
@this0499154500
@docassar
@jpreprd

Top Mentioned in G6:
@kimfoxwosu
@aejmcspig
@podcastsincolor
@macaejmc
@bea_radioaudio
@twitterspaces
@variety
@kfreberg
@madalynsklar
@twiladang

Top Mentioned in G7:
@mimspr
@masoncommdept
@hubspotacademy
@brgliving
@w2comm
@cmicontent
@gmu_prssa
@masoncareer

Top Mentioned in G9:
@michellebollman
@littledebbie
@leeuniversity

Top Mentioned in G10:
@cbrands

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@edjlazar
@caligirlleftie
@coderretweet
@fabriciosx
@actualidadrt
@botcybersec
@fluttbot
@amazingchevvolt
@ssxman2

Top Tweeters in G1:
@chidambara09
@fabriciosx
@fluttbot
@kalkua1
@wsj
@mjoehlerich
@stanleyepstein
@judy_cockerton
@lala35539674
@realvirendrabjp

Top Tweeters in G2:
@coderretweet
@actualidadrt
@twizmwhytepiece
@suziday123
@kugey
@wef
@edventure9
@always5star
@sallyeaves
@bryanalexander

Top Tweeters in G3:
@felixnater
@timothy_hughes
@hydeblizzardbox
@shoutmgb
@b0tsci
@drjdrooghaag
@antoncountrysup
@scicommbot
@barron00
@itsmuzza2004

Top Tweeters in G4:
@ssxman2
@garyloper
@tripletsfan19
@safetymentalst
@rwang0
@a_rockas
@wrix2
@_____yo_____yo
@michaelbathurst
@lecagle

Top Tweeters in G5:
@edjlazar
@caligirlleftie
@botcybersec
@amazingchevvolt
@nytimes
@edward733
@nbcnews
@ap
@gosquad22
@cyberdfir

Top Tweeters in G6:
@variety
@madalynsklar
@podcastsincolor
@amina_writes
@twiladang
@bali_maha
@dr_tindall
@kimfoxwosu
@kanikatolver
@czuegner

Top Tweeters in G7:
@cmicontent
@hubspotacademy
@w2comm
@brgliving
@mimspr
@masoncareer
@gmu_prssa
@masoncommdept
@kayleechidao

Top Tweeters in G8:
@micha
@voiceofd
@aea
@wia
@mptaylorprof
@the_jsms
@nodea
@adeellaide
@twittera

Top Tweeters in G9:
@littledebbie
@kevintrowbridge
@michellebollman
@leeuniversity

Top Tweeters in G10:
@suz_alto
@cbrands