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#SMProfs_2022-02-24_21-41-18.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 25, 2022
Short Description:
#SMProfs via NodeXL https://bit.ly/355pjMI
@this0499154500
@kfreberg
@jeremyhl
@docassar
@michaelbathurst
@kimfoxwosu
@aejmc_prd
@13thingsa
@ginaluttrell
@hashtagmarketi7

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

Description:
Description
The graph represents a network of 403 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 February 2022 at 05:42 UTC.

The requested start date was Friday, 25 February 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, 47-minute period from Monday, 01 November 2021 at 01:35 UTC to Thursday, 24 February 2022 at 18:23 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 : 403
Unique Edges : 779
Edges With Duplicates : 6532
Total Edges : 7311
Number of Edge Types : 5
Mentions : 2924
MentionsInRetweet : 3530
Retweet : 668
Replies to : 25
Tweet : 164
Self-Loops : 205
Reciprocated Vertex Pair Ratio : 0.0958395245170877
Reciprocated Edge Ratio : 0.174915254237288
Connected Components : 15
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 388
Maximum Edges in a Connected Component : 7306
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.545679
Graph Density : 0.00910460106415812
Modularity : 0.101631
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 403 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 February 2022 at 05:42 UTC.

The requested start date was Friday, 25 February 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, 47-minute period from Monday, 01 November 2021 at 01:35 UTC to Thursday, 24 February 2022 at 18:23 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:
[37] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266293
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265712
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271301
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267252
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266637
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265461
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266417
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267091
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269869
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266093

Top URLs in Tweet in G1:
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266293
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267091
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265461
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265250
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271005
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267252
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269869
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265712
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266417
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270188

Top URLs in Tweet in G2:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267252
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271301
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268299
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271567
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266293
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267251
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266227
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266417
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269869
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266637

Top URLs in Tweet in G3:
[8] https://aejmc.us/prd/2022/01/04/2022-aejmc-pedagogy-pre-conference-call-for-gifts/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266093
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265712
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266377
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266293
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268478
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265359
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265522
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265461
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271301

Top URLs in Tweet in G4:
[4] https://www.adweek.com/brand-marketing/these-holiday-cups-from-panera-and-tiktok-creator-emily-zugay-are-ugly-on-purpose/
[4] https://www.socialmediatoday.com/news/tiktok-adds-new-creative-tools-for-the-holidays-including-gifs-in-green-sc/611659/
[3] https://www.socialmediatoday.com/news/hootsuites-social-media-image-size-guide-for-2022-infographic/617109/
[3] https://www.adweek.com/brand-marketing/student-athlete-and-brand-partnerships-increase-following-new-nil-policy/
[2] https://www.socialmediatoday.com/news/twitter-looks-to-new-crypto-and-nft-projects-with-the-expansion-of-its-twit/609873/
[2] https://www.socialmediatoday.com/news/new-report-suggests-tiktok-will-surpass-15-billion-users-in-2022/610018/
[2] https://www.pewresearch.org/internet/2021/11/15/2-comparing-highly-active-and-less-active-tweeters/
[2] https://blog.hootsuite.com/how-to-make-a-tiktok/
[2] https://www.socialmediatoday.com/news/new-survey-underlines-tiktoks-rise-versus-instagram-as-the-app-of-choice-a/610376/
[2] https://karenfreberg.com/blog/new-year-newish-updates-for-social-media-classes/

Top URLs in Tweet in G5:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267595
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266636
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269439
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269438
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266637
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269240
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265520
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266376
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266377
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266417

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
[1] https://twitter.com/BEAWebTweets/status/1495790754043678724
[1] https://twitter.com/fbnewsroom/status/1455580838805086209
[1] https://twitter.com/tiktokcreators/status/1468627249939234823
[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

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1481360995956232209

Top URLs in Tweet in G8:
[1] https://www.aejmc.org/jobads/?p=17153

Top Domains
Top Domains in Tweet in Entire Graph:
[832] nodexlgraphgallery.org
[105] twitter.com
[34] socialmediatoday.com
[33] apnews.com
[32] adweek.com
[10] aejmc.us
[6] karenfreberg.com
[5] powerbi.com
[4] axios.com
[4] hootsuite.com

Top Domains in Tweet in G1:
[235] nodexlgraphgallery.org
[33] apnews.com
[16] twitter.com
[4] powerbi.com
[3] socialmediatoday.com
[2] theverge.com
[2] thedrum.com
[2] cnbc.com
[2] nbcnews.com
[2] npr.org

Top Domains in Tweet in G2:
[334] nodexlgraphgallery.org
[3] twitter.com
[1] powerbi.com
[1] socialmediatoday.com

Top Domains in Tweet in G3:
[136] nodexlgraphgallery.org
[9] aejmc.us
[5] twitter.com
[1] qualtrics.com
[1] wsj.com
[1] nytimes.com

Top Domains in Tweet in G4:
[58] twitter.com
[32] adweek.com
[29] socialmediatoday.com
[6] karenfreberg.com
[3] hootsuite.com
[2] pewresearch.org
[2] nodexlgraphgallery.org
[2] stukent.com
[2] immersiv.io
[1] redditinc.com

Top Domains in Tweet in G5:
[125] nodexlgraphgallery.org
[9] twitter.com

Top Domains in Tweet in G6:
[13] twitter.com
[3] axios.com
[1] nytimes.com
[1] socialmediatoday.com

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

Top Domains in Tweet in G8:
[1] aejmc.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[744] smprofs
[457] prprofs
[389] ff
[355] smle2022
[301] aejmc21
[297] aejmc2021
[268] smc2021
[91] firstamendment
[74] smmm2020
[55] aejmcjobs



Top Hashtags in Tweet in G1:
[204] smprofs
[158] prprofs
[153] ff
[150] smle2022
[94] smc2021
[80] aejmc2021
[77] aejmc21
[31] smpc2023
[25] firstamendment
[25] digitalmarketing

Top Hashtags in Tweet in G2:
[115] smprofs
[96] ff
[85] aejmc21
[85] prprofs
[81] aejmc2021
[69] smle2022
[55] smc2021
[19] firstamendment
[13] smmm2020
[12] digitalmarketing

Top Hashtags in Tweet in G3:
[86] smprofs
[62] prprofs
[29] aejmc21
[29] ff
[27] aejmc2021
[23] smle2022
[19] smc2021
[7] aejmcjobs
[7] firstamendment
[7] prsaea

Top Hashtags in Tweet in G4:
[183] smprofs
[21] prprofs
[12] frebergsm
[9] smsports
[6] freberg22
[4] wucom326
[3] superbowl
[2] stultzalum
[1] academictwitter
[1] downvote

Top Hashtags in Tweet in G5:
[134] smprofs
[126] prprofs
[113] smle2022
[111] ff
[110] aejmc21
[109] aejmc2021
[100] smc2021
[40] firstamendment
[31] smmm2020
[30] aejmcjobs

Top Hashtags in Tweet in G6:
[20] smprofs
[18] socialmedia
[3] prprofs
[3] axiosmediatrends
[2] nabshow
[2] advertising
[2] medialiteracy
[2] medialit
[2] teaching

Top Hashtags in Tweet in G7:
[1] smprofs

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

Top Words
Top Words in Tweet in Entire Graph:
[920] docassar
[849] nodexl
[822] jeremyhl
[744] #smprofs
[696] michaelbathurst
[683] this0499154500
[456] #prprofs
[391] rootnk
[389] #ff
[355] #smle2022

Top Words in Tweet in G1:
[265] jeremyhl
[256] docassar
[243] nodexl
[220] michaelbathurst
[204] #smprofs
[177] this0499154500
[157] #prprofs
[153] #ff
[150] #smle2022
[142] rootnk

Top Words in Tweet in G2:
[392] docassar
[339] nodexl
[308] jeremyhl
[307] this0499154500
[277] michaelbathurst
[163] rootnk
[115] #smprofs
[108] aejmc
[96] #ff
[95] aejmc_comsher

Top Words in Tweet in G3:
[163] docassar
[139] jeremyhl
[136] nodexl
[114] michaelbathurst
[93] this0499154500
[86] #smprofs
[62] #prprofs
[55] aejmc_prd
[50] aejmc
[49] rootnk

Top Words in Tweet in G4:
[183] #smprofs
[54] kfreberg
[22] social
[21] #prprofs
[20] media
[17] tiktok
[17] classes
[17] adweek
[12] #frebergsm
[12] personal

Top Words in Tweet in G5:
[134] #smprofs
[128] nodexl
[126] #prprofs
[117] top
[117] hashtags
[113] #smle2022
[111] #ff
[110] #aejmc21
[109] #aejmc2021
[107] docassar

Top Words in Tweet in G6:
[20] #smprofs
[18] #socialmedia
[6] kimfoxwosu
[4] students
[4] tiktok
[3] aejmcspig
[3] #prprofs
[3] fyi
[3] great
[3] news

Top Words in Tweet in G7:
[2] human

Top Words in Tweet in G8:
[2] hiring
[2] assistant
[2] professor
[2] specializes
[2] social
[2] media
[2] public
[2] relations
[2] review
[2] begins

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[267] nodexl,jeremyhl
[258] top,hashtags
[232] this0499154500,docassar
[207] docassar,michaelbathurst
[192] #smprofs,#prprofs
[141] nodexl,michaelbathurst
[137] jeremyhl,michaelbathurst
[132] jeremyhl,nodexl
[127] #smle2022,#smc2021
[125] michaelbathurst,jeremyhl

Top Word Pairs in Tweet in G1:
[93] #smprofs,#prprofs
[85] nodexl,jeremyhl
[71] #ff,mt
[65] top,hashtags
[57] jeremyhl,michaelbathurst
[56] nodexl,michaelbathurst
[54] #smle2022,#smc2021
[52] this0499154500,docassar
[50] michaelbathurst,jeremyhl
[48] docassar,michaelbathurst

Top Word Pairs in Tweet in G2:
[116] this0499154500,docassar
[100] docassar,michaelbathurst
[98] nodexl,jeremyhl
[60] jeremyhl,nodexl
[60] top,hashtags
[56] nodexl,michaelbathurst
[52] nodexl,this0499154500
[47] nodexl,aejmc
[46] jeremyhl,michaelbathurst
[45] aejmc,nodexl

Top Word Pairs in Tweet in G3:
[50] nodexl,jeremyhl
[34] docassar,michaelbathurst
[29] jeremyhl,kfreberg
[28] #smprofs,nodexl
[27] this0499154500,docassar
[21] docassar,this0499154500
[21] jeremyhl,michaelbathurst
[18] this0499154500,michaelbathurst
[18] #prprofs,#smprofs
[18] #smprofs,#prprofs

Top Word Pairs in Tweet in G4:
[19] #smprofs,#prprofs
[19] social,media
[15] adweek,#smprofs
[12] personal,branding
[9] fyi,#smprofs
[9] fellow,#smprofs
[8] #smprofs,#smsports
[8] #smprofs,#frebergsm
[6] classes,#smprofs
[6] branding,courseware

Top Word Pairs in Tweet in G5:
[117] top,hashtags
[47] hashtags,#smprofs
[45] #smle2022,#smc2021
[41] #smprofs,#prprofs
[37] hashtags,#prprofs
[35] this0499154500,docassar
[34] nodexl,jeremyhl
[32] #ff,#smle2022
[32] #prprofs,#smprofs
[32] nodexl,aejmc

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

Top Word Pairs in Tweet in G8:
[2] hiring,assistant
[2] assistant,professor
[2] professor,specializes
[2] specializes,social
[2] social,media
[2] media,public
[2] public,relations
[2] relations,review
[2] review,begins
[2] begins,february

Top Replied-To
Top Replied-To in Entire Graph:
@docassar
@this0499154500
@kfreberg
@aejmc_prd
@khulood_almani
@13thingsa
@redhatemea
@rootnk
@stultzmatt
@griner

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

Top Replied-To in G3:
@aejmc_prd
@docassar
@kfreberg

Top Replied-To in G4:
@stukentapp
@mcdonalds
@sourpatchkids
@garyvee
@atnickmartin
@vancityreynolds
@griner
@stultzmatt
@kfreberg

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

Top Mentioned in G1:
@jeremyhl
@michaelbathurst
@docassar
@this0499154500
@rootnk
@thartman2u
@unosmlre
@nebraskasower
@aejmc_prd
@reutsmichael1

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

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

Top Mentioned in G4:
@kfreberg
@adweek
@jeremyhl
@stukentapp
@amazon
@ginaluttrell
@nodexl
@unosmlre
@socialmedia2day
@aejmc_prd

Top Mentioned in G5:
@docassar
@this0499154500
@michaelbathurst
@jeremyhl
@aejmc_prd
@aejmc
@reutsmichael1
@thartman2u
@rootnk
@jpreprd

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

Top Mentioned in G8:
@enmucomm

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@chidambara09
@edjlazar
@caligirlleftie
@coderretweet
@mcdonalds
@ansisegle
@actualidadrt
@fabriciosx
@botcybersec

Top Tweeters in G1:
@paoloigna1
@edjlazar
@caligirlleftie
@fabriciosx
@botcybersec
@fluttbot
@hollowmanseries
@amazingchevvolt
@cnbc
@edward733

Top Tweeters in G2:
@chidambara09
@coderretweet
@actualidadrt
@forbes
@bootsieboutique
@suziday123
@wef
@edventure9
@always5star
@sallyeaves

Top Tweeters in G3:
@wsj
@shoutmgb
@gizmodo
@barron00
@thartman2u
@drmcar
@metoscm
@albertoemachado
@willthewordguy
@medialawprof

Top Tweeters in G4:
@mcdonalds
@ansisegle
@thedrum
@garyvee
@socialmedia2day
@cc_chapman
@wiredferret
@adweek
@thatchristinag
@mattnavarra

Top Tweeters in G5:
@timothy_hughes
@smittyd9199
@flutterbot007
@lecagle
@bryanalexander
@janet_chung
@princeeditor
@joshuatodprprof
@kimadele10
@timgibson

Top Tweeters in G6:
@madalynsklar
@podcastsincolor
@amina_writes
@twiladang
@bali_maha
@dr_tindall
@kimfoxwosu
@czuegner
@kanikatolver
@kylemiller89

Top Tweeters in G7:
@shouta
@micha
@aea
@elizrhoads
@teslaa
@aa
@ca
@jera
@mela
@the_jsms

Top Tweeters in G8:
@sonofconway
@enmucomm


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