#SMProfs, Twitter, 4/22/2022 5:29:31 AM, 275291


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#SMProfs_2022-04-21_21-41-18.xlsx
#SMProfs_2022-04-21_21-41-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 22, 2022
Short Description:
#SMProfs via NodeXL https://bit.ly/3MjDBJy
@this0499154500
@kfreberg
@jeremyhl
@docassar
@kimfoxwosu
@michaelbathurst
@shoutmgb
@aejmc_prd
@13thingsa
@jpreprd

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

Description:
Description
The graph represents a network of 380 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, 22 April 2022 at 04:42 UTC.

The requested start date was Friday, 22 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 108-day, 23-hour, 23-minute period from Sunday, 02 January 2022 at 14:18 UTC to Thursday, 21 April 2022 at 13:42 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 : 380
Unique Edges : 673
Edges With Duplicates : 4766
Total Edges : 5439
Number of Edge Types : 5
MentionsInRetweet : 2370
Mentions : 2398
Retweet : 486
Tweet : 165
Replies to : 20
Self-Loops : 187
Reciprocated Vertex Pair Ratio : 0.111979166666667
Reciprocated Edge Ratio : 0.201405152224824
Connected Components : 13
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 357
Maximum Edges in a Connected Component : 5417
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.523976
Graph Density : 0.00889459797250382
Modularity : 0.114853
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 380 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, 22 April 2022 at 04:42 UTC.

The requested start date was Friday, 22 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 108-day, 23-hour, 23-minute period from Sunday, 02 January 2022 at 14:18 UTC to Thursday, 21 April 2022 at 13:42 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
[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=274934
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271005
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274700
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270117
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275010

Top URLs in Tweet in G1:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274281
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275010
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274700
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273680
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269869
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272003
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274618
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271567
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273328

Top URLs in Tweet in G2:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270188
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271005
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271301
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272858
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269869
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274281
[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/
[3] https://www.thedrum.com/news/2022/03/25/pr-experts-how-applebee-s-can-recoup-trust-after-backlash-exec-s-leaked-email

Top URLs in Tweet in G3:
[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=269439
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269438

Top URLs in Tweet in G4:
[8] https://aejmc.us/prd/2022/01/04/2022-aejmc-pedagogy-pre-conference-call-for-gifts/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274733
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273951
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272794
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272152
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270227
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272284
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271126
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269810
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274281

Top URLs in Tweet in G5:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270117
[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
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934
[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/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:
[583] nodexlgraphgallery.org
[95] twitter.com
[44] apnews.com
[20] socialmediatoday.com
[19] adweek.com
[9] aejmc.us
[8] karenfreberg.com
[5] axios.com
[4] thedrum.com
[4] youtube.com

Top Domains in Tweet in G1:
[224] nodexlgraphgallery.org
[9] twitter.com

Top Domains in Tweet in G2:
[55] nodexlgraphgallery.org
[49] twitter.com
[19] adweek.com
[16] socialmediatoday.com
[7] karenfreberg.com
[4] thedrum.com
[2] immersiv.io
[2] adobe.com
[1] techcrunch.com
[1] splashthat.com

Top Domains in Tweet in G3:
[244] nodexlgraphgallery.org
[5] twitter.com
[1] powerbi.com
[1] linkedin.com

Top Domains in Tweet in G4:
[38] nodexlgraphgallery.org
[9] aejmc.us
[2] twitter.com
[2] qualtrics.com

Top Domains in Tweet in G5:
[44] apnews.com
[22] nodexlgraphgallery.org
[13] twitter.com
[3] nbcnews.com
[3] npr.org
[3] youtube.com
[3] socialmediatoday.com
[2] techcrunch.com
[2] fox32chicago.com
[2] variety.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:
[2] twitter.com
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[652] smprofs
[406] prprofs
[285] smle2022
[209] ff
[190] aejmc21
[181] aejmc2021
[167] smc2021
[122] firstamendment
[93] smpc2023
[54] jobalerts



Top Hashtags in Tweet in G1:
[165] smprofs
[151] prprofs
[115] smle2022
[108] ff
[106] aejmc21
[100] aejmc2021
[92] smc2021
[67] firstamendment
[38] jobalerts
[26] aejmc22

Top Hashtags in Tweet in G2:
[168] smprofs
[35] prprofs
[16] ff
[12] smsports
[10] smle2022
[8] aejmc21
[8] aejmc2021
[7] freberg22
[7] frebergsm
[7] marketingtwitter

Top Hashtags in Tweet in G3:
[116] smprofs
[91] prprofs
[57] ff
[54] smle2022
[51] aejmc21
[50] aejmc2021
[47] smc2021
[32] firstamendment
[14] jobalerts
[11] aejmc22

Top Hashtags in Tweet in G4:
[25] prprofs
[22] smprofs
[7] aejmc21
[7] smle2022
[6] aejmc2021
[6] ff
[6] firstamendment
[4] smc2021
[2] prdvirtualconf
[2] jobalerts

Top Hashtags in Tweet in G5:
[149] smprofs
[99] smle2022
[96] prprofs
[63] smpc2023
[22] ff
[19] unojmc441
[18] aejmc21
[18] smc2021
[17] aejmc2021
[16] firstamendment

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

Top Hashtags in Tweet in G7:
[3] smprofs
[2] prprofs

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

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:
[652] #smprofs
[604] nodexl
[581] jeremyhl
[537] docassar
[533] this0499154500
[428] michaelbathurst
[405] #prprofs
[285] #smle2022
[277] aejmc
[245] aejmc_prd

Top Words in Tweet in G1:
[231] nodexl
[203] this0499154500
[195] jeremyhl
[183] docassar
[173] michaelbathurst
[165] #smprofs
[151] #prprofs
[133] top
[131] hashtags
[115] #smle2022

Top Words in Tweet in G2:
[168] #smprofs
[95] jeremyhl
[58] nodexl
[53] kfreberg
[50] unosmlre
[47] michaelbathurst
[41] this0499154500
[35] #prprofs
[33] docassar
[29] tweet

Top Words in Tweet in G3:
[267] docassar
[251] nodexl
[234] this0499154500
[230] jeremyhl
[172] michaelbathurst
[126] aejmc
[116] #smprofs
[91] #prprofs
[86] aejmc_prd
[77] aejmc_comsher

Top Words in Tweet in G4:
[40] aejmc_prd
[38] docassar
[38] nodexl
[35] aejmc
[34] this0499154500
[25] #prprofs
[23] mentor
[22] #smprofs
[22] seeking
[22] members

Top Words in Tweet in G5:
[149] #smprofs
[99] #smle2022
[95] #prprofs
[63] #smpc2023
[41] jeremyhl
[30] social
[28] unosmlre
[27] twitter
[26] nodexl
[26] kfreberg

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

Top Words in Tweet in G7:
[4] media
[3] social
[3] #smprofs
[2] great
[2] #prprofs
[2] student

Top Words in Tweet in G8:
[3] fair
[3] warning
[3] strategic
[3] content
[3] creation
[3] world
[3] talent
[3] under
[3] development
[3] masoncommdept

Top Words in Tweet in G9:
[2] class

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[212] top,hashtags
[184] #smprofs,#prprofs
[124] aejmc,nodexl
[124] nodexl,aejmc
[122] this0499154500,docassar
[116] #aejmc2021,#smc2021
[115] nodexl,michaelbathurst
[102] nodexl,jeremyhl
[101] jeremyhl,nodexl
[98] nodexl,this0499154500

Top Word Pairs in Tweet in G1:
[131] top,hashtags
[64] #aejmc2021,#smc2021
[57] #aejmc21,#aejmc2021
[54] hashtags,#smprofs
[52] #smprofs,#prprofs
[51] aejmc,nodexl
[51] nodexl,aejmc
[50] #smle2022,#ff
[47] nodexl,this0499154500
[45] #ff,#aejmc21

Top Word Pairs in Tweet in G2:
[28] tweet,network
[25] nodexl,michaelbathurst
[24] #smprofs,#prprofs
[17] michaelbathurst,nebraskasower
[16] nodexl,unosmlre
[16] social,media
[15] network,nodexl
[14] nodexl,jeremyhl
[13] unosmlre,tweet
[13] jeremyhl,michaelbathurst

Top Word Pairs in Tweet in G3:
[58] this0499154500,docassar
[58] top,hashtags
[55] aejmc,nodexl
[55] nodexl,aejmc
[47] nodexl,this0499154500
[45] #smprofs,nodexl
[45] jeremyhl,nodexl
[44] nodexl,jeremyhl
[40] jeremyhl,docassar
[39] jeremyhl,michaelbathurst

Top Word Pairs in Tweet in G4:
[17] aejmc,nodexl
[17] nodexl,aejmc
[12] aejmc,joccjournal
[11] mentor,match
[11] match,back
[11] back,aejmc_prd
[11] aejmc_prd,seeking
[11] seeking,applications
[11] applications,both
[11] both,student

Top Word Pairs in Tweet in G5:
[78] #smprofs,#prprofs
[65] #smle2022,#smprofs
[46] #smpc2023,#smle2022
[20] social,media
[19] nodexl,unosmlre
[16] tweet,network
[15] #aejmc2021,#smc2021
[10] #aejmc21,#aejmc2021
[10] network,nodexl
[9] #ff,#aejmc21

Top Word Pairs in Tweet in G6:
[17] #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] social,media

Top Word Pairs in Tweet in G8:
[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 Replied-To
Top Replied-To in Entire Graph:
@kfreberg
@this0499154500
@khulood_almani
@13thingsa
@redhatemea
@reutsmichael1
@docassar
@rootnk
@actualidadrt
@chidambara09

Top Replied-To in G2:
@kfreberg
@amandajweed
@atnickmartin
@michaelblight
@stultzmatt

Top Replied-To in G3:
@this0499154500
@rootnk
@docassar
@redhatemea
@13thingsa
@khulood_almani
@reutsmichael1
@chidambara09
@actualidadrt

Top Replied-To in G4:
@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
@docassar
@michaelbathurst
@aejmc_prd
@kfreberg
@unosmlre
@aejmc
@jpreprd
@thartman2u

Top Mentioned in G1:
@this0499154500
@michaelbathurst
@docassar
@jeremyhl
@aejmc_prd
@aejmc
@kfreberg
@jpreprd
@unosmlre
@aejmc_comsher

Top Mentioned in G2:
@jeremyhl
@kfreberg
@michaelbathurst
@unosmlre
@this0499154500
@docassar
@nodexl
@nebraskasower
@thartman2u
@rootnk

Top Mentioned in G3:
@this0499154500
@docassar
@jeremyhl
@michaelbathurst
@aejmc_prd
@aejmc
@kfreberg
@aejmc_comsher
@thartman2u
@unosmlre

Top Mentioned in G4:
@aejmc_prd
@docassar
@this0499154500
@jpreprd
@aejmc
@michaelbathurst
@jeremyhl
@joccjournal
@gsig_aejmc
@willthewordguy

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

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

Top Mentioned in G8:
@masoncommdept
@mimspr
@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
@tripletsfan19

Top Tweeters in G1:
@edjlazar
@tripletsfan19
@safetymentalst
@edward733
@rwang0
@a_rockas
@felixnater
@timothy_hughes
@wrix2
@twizmwhytepiece

Top Tweeters in G2:
@chidambara09
@fabriciosx
@fluttbot
@kalkua1
@wsj
@mjoehlerich
@lala35539674
@judy_cockerton
@realvirendrabjp
@thedrum

Top Tweeters in G3:
@coderretweet
@actualidadrt
@suziday123
@kugey
@wef
@edventure9
@always5star
@sallyeaves
@evasmartai
@ra

Top Tweeters in G4:
@hydeblizzardbox
@shoutmgb
@b0tsci
@drjdrooghaag
@antoncountrysup
@scicommbot
@barron00
@drmcar
@willthewordguy
@shadow3413

Top Tweeters in G5:
@caligirlleftie
@botcybersec
@amazingchevvolt
@nbcnews
@ap
@stanleyepstein
@gosquad22
@cyberdfir
@jeremyhl
@google

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

Top Tweeters in G7:
@micha
@voiceofd
@aea
@wia
@mptaylorprof
@the_jsms
@nodea
@twittera

Top Tweeters in G8:
@cmicontent
@w2comm
@brgliving
@mimspr
@masoncareer
@gmu_prssa
@masoncommdept

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

Top Tweeters in G10:
@suz_alto
@cbrands


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