#SMProfs, Twitter, 10/8/2021 4:47:04 AM, 264042


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#SMProfs_2021-10-07_21-41-18.xlsx
#SMProfs_2021-10-07_21-41-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 08, 2021
Short Description:
#SMProfs via NodeXL https://bit.ly/3oHfHPC
@jeremyhl
@kfreberg
@docassar
@michaelbathurst
@msvandyke
@thartman2u
@reutsmichael1
@jpreprd
@aejmc
@nebraskasower

Top hashtags:
#smprofs
#prprofs
#smc2021
#smle2022
#aejmc2021
#ff
#aejmc21
#smmm2020
#firstamendment

Description:
Description
The graph represents a network of 331 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, 08 October 2021 at 04:43 UTC.

The requested start date was Friday, 08 October 2021 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 67-day, 2-hour, 13-minute period from Sunday, 01 August 2021 at 15:47 UTC to Thursday, 07 October 2021 at 18:01 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 : 331
Unique Edges : 554
Edges With Duplicates : 3574
Total Edges : 4128
Number of Edge Types : 5
Mentions : 1472
MentionsInRetweet : 2076
Replies to : 14
Retweet : 453
Tweet : 113
Self-Loops : 126
Reciprocated Vertex Pair Ratio : 0.0934959349593496
Reciprocated Edge Ratio : 0.171003717472119
Connected Components : 16
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 306
Maximum Edges in a Connected Component : 4111
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.627443
Graph Density : 0.00985077359699716
Modularity : 0.143301
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 331 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, 08 October 2021 at 04:43 UTC.

The requested start date was Friday, 08 October 2021 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 67-day, 2-hour, 13-minute period from Sunday, 01 August 2021 at 15:47 UTC to Thursday, 07 October 2021 at 18:01 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:
[39] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263068
[34] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261161
[31] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262542
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261878
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260261
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262730
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259866
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261781
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261628
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263365

Top URLs in Tweet in G1:
[38] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263068
[32] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261161
[30] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262542
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261878
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261781
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263365
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260261
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262730
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261628
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262245

Top URLs in Tweet in G2:
[6] https://www.linkedin.com/pulse/social-media-first-amendment-jeremy-harris-lipschultz
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263551
[4] https://unomaha.zoom.us/webinar/register/WN_OIQJjrPBQi6Tkg9yI2icDw
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259866
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260261
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261878
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260896
[2] https://unomaha.zoom.us/rec/play/UvAVpqHJIr2jIsCjXqjNmddcfmo-45YeKrOv5LvYho9IGAab4vpXcMV-i1TxLf8h4JGtkyI21KMdeB4v.LM1dyQDvl-VjcMdH
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262730
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261628

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260764
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260763
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262117
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260590
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260589
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259443
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261878
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262730
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259942
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261628

Top URLs in Tweet in G4:
[5] https://www.adweek.com/brand-marketing/metaverse-marketing-podcast-defining-a-new-reality/
[3] https://www.socialmediatoday.com/news/tiktok-rolls-out-quick-promote-ad-option-to-all-business-accounts/605731/
[3] https://influencermarketinghub.com/nft-guide-for-creators/
[3] https://www.adweek.com/brand-marketing/brands-must-embrace-user-generated-content/
[3] https://www.tandfonline.com/doi/full/10.1080/10646175.2021.1965927?cookieSet=1
[2] https://www.socialmediatoday.com/news/facebook-updates-educational-resources-for-parents-and-students-ahead-of-ba/605009/
[2] https://www.socialmediatoday.com/news/snapchat-announces-new-updates-for-its-scan-tool-including-new-scan-shoppi/605666/
[2] https://www.socialmediatoday.com/news/facebook-integrates-vimeo-create-into-business-suite-to-facilitate-video-cr/606733/
[2] https://www.socialmediatoday.com/news/twitter-experiments-with-new-visual-editor-which-would-incorporate-fleets/606812/
[2] https://www.socialmediatoday.com/news/tiktok-outlines-agenda-for-upcoming-tiktok-world-showcase-event/606880/

Top URLs in Tweet in G5:
[5] https://aejmc.us/jpre/
[1] https://twitter.com/NewhouseSU/status/1423424086265540615
[1] https://twitter.com/NewhouseSU/status/1423433773660753922
[1] https://www.gvsu.edu/soc/2021-james-w-carey-memorial-lecture-featuring-douglas-198.htm

Top URLs in Tweet in G6:
[1] https://facultyjobs.ua.edu/postings/49309
[1] https://facultyjobs.ua.edu/postings/49310
[1] https://www.bbc.com/news/technology-58570353

Top URLs in Tweet in G7:
[1] https://www.rivaliq.com/blog/social-media-industry-benchmark-report/
[1] https://www.socialmediatoday.com/news/40-twitter-stats-for-2021-infographic/604699/
[1] https://twitter.com/MProfsWire/status/1440748224424280078
[1] https://twitter.com/adage/status/1442791524618616833

Top URLs in Tweet in G8:
[1] https://jobsearch.illinoisstate.edu/en-us/job/512235/assistant-professor-of-digital-activism-with-a-focus-in-latinoax-studies

Top URLs in Tweet in G9:
[1] https://twitter.com/WSJ/status/1429692406241366020
[1] https://www.socialmediaexaminer.com/how-to-use-tiktok-promote-to-reach-new-audiences/

Top URLs in Tweet in G10:
[1] https://paper.li/SHearts_Reviews/1430019767?edition_id=f1faa630-1444-11ec-8236-fa163e65ae25

Top Domains
Top Domains in Tweet in Entire Graph:
[432] nodexlgraphgallery.org
[83] twitter.com
[36] socialmediatoday.com
[27] adweek.com
[23] apnews.com
[9] zoom.us
[6] aejmc.us
[6] theverge.com
[6] linkedin.com
[4] sproutsocial.com

Top Domains in Tweet in G1:
[305] nodexlgraphgallery.org
[13] twitter.com
[1] zoom.us

Top Domains in Tweet in G2:
[37] nodexlgraphgallery.org
[23] apnews.com
[10] twitter.com
[6] zoom.us
[6] linkedin.com
[3] axios.com
[3] theverge.com
[2] routledge.com
[1] co.uk
[1] nbcnews.com

Top Domains in Tweet in G3:
[90] nodexlgraphgallery.org
[15] twitter.com
[2] zoom.us
[2] theverge.com
[1] torysleazeuk.com

Top Domains in Tweet in G4:
[35] socialmediatoday.com
[34] twitter.com
[27] adweek.com
[3] sproutsocial.com
[3] influencermarketinghub.com
[3] tandfonline.com
[2] karenfreberg.com
[1] stukent.com
[1] hootsuite.com
[1] hbr.org

Top Domains in Tweet in G5:
[5] aejmc.us
[2] twitter.com
[1] gvsu.edu

Top Domains in Tweet in G6:
[2] ua.edu
[1] bbc.com

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

Top Domains in Tweet in G8:
[1] illinoisstate.edu

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

Top Domains in Tweet in G10:
[1] paper.li

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[445] smprofs
[235] prprofs
[181] smc2021
[180] smle2022
[169] aejmc2021
[105] ff
[99] aejmc21
[87] smmm2020
[72] firstamendment
[63] socialmedia



Top Hashtags in Tweet in G1:
[107] aejmc2021
[98] smprofs
[84] ff
[67] prprofs
[55] smc2021
[47] aejmc21
[47] smle2022
[36] smmm2020
[24] nond
[18] pr

Top Hashtags in Tweet in G2:
[92] smprofs
[78] smle2022
[69] smc2021
[57] prprofs
[39] firstamendment
[21] uno1forall
[16] smmm2020
[13] socialmedia
[11] data
[9] aejmc21

Top Hashtags in Tweet in G3:
[79] smprofs
[71] prprofs
[55] smc2021
[53] aejmc2021
[52] smle2022
[41] aejmc21
[35] smmm2020
[30] data
[27] pr
[27] socialmedia

Top Hashtags in Tweet in G4:
[148] smprofs
[29] prprofs
[19] frebergpr
[7] smsports
[3] marketingtwitter
[2] inbound21
[1] prsaicon
[1] lovetwitter
[1] smm
[1] smprof

Top Hashtags in Tweet in G5:
[8] smprofs
[7] prprofs
[2] smle2022
[2] aejmc21
[1] highered
[1] peso
[1] data
[1] smc2021
[1] newsengagementday

Top Hashtags in Tweet in G6:
[2] smprofs
[1] deij
[1] prprofs
[1] adprofs

Top Hashtags in Tweet in G7:
[4] smprofs
[1] dmprofs
[1] hesm
[1] hemktg
[1] advertising
[1] marketing

Top Hashtags in Tweet in G8:
[1] smprofs

Top Hashtags in Tweet in G9:
[3] smprofs
[2] tcusm
[2] prprofs
[1] socialmediamarketing
[1] analytics
[1] data
[1] smle2022
[1] smc2021
[1] newsengagementday
[1] socialmedia

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

Top Words
Top Words in Tweet in Entire Graph:
[531] jeremyhl
[482] docassar
[445] #smprofs
[444] nodexl
[372] michaelbathurst
[292] thartman2u
[235] #prprofs
[202] aejmc
[183] reutsmichael1
[181] #smc2021

Top Words in Tweet in G1:
[378] docassar
[339] jeremyhl
[310] nodexl
[302] michaelbathurst
[226] thartman2u
[156] reutsmichael1
[116] rootnk
[107] #aejmc2021
[98] #smprofs
[96] unosmlre

Top Words in Tweet in G2:
[99] jeremyhl
[92] #smprofs
[78] #smle2022
[69] #smc2021
[57] #prprofs
[48] unosmlre
[42] nodexl
[40] facebook
[39] #firstamendment
[35] aejmc

Top Words in Tweet in G3:
[92] nodexl
[89] jeremyhl
[85] aejmc
[79] #smprofs
[73] docassar
[71] #prprofs
[60] top
[60] hashtags
[55] #smc2021
[55] aejmc_prd

Top Words in Tweet in G4:
[148] #smprofs
[46] kfreberg
[29] #prprofs
[21] adweek
[19] #frebergpr
[18] tiktok
[15] marketing
[15] smsc
[13] fellow
[13] amazing

Top Words in Tweet in G5:
[21] media
[20] social
[19] digital
[19] pr
[17] jpreprd
[15] editor
[15] bourlanddavis
[15] curriculum
[14] volume
[14] issue

Top Words in Tweet in G6:
[17] digital
[17] communication
[17] pr
[17] focus
[16] work
[16] bamaapr
[16] two
[16] positions
[16] open
[16] public

Top Words in Tweet in G7:
[4] #smprofs
[2] data

Top Words in Tweet in G8:
[4] hiring
[4] assistant
[4] professor
[4] social
[4] media
[4] digital
[4] activism
[4] focus
[4] latino
[4] studies

Top Words in Tweet in G9:
[3] #smprofs
[2] #tcusm
[2] #prprofs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[122] docassar,jeremyhl
[120] #smprofs,#prprofs
[107] #smle2022,#smc2021
[97] top,hashtags
[97] nodexl,docassar
[96] #aejmc2021,nodexl
[87] nodexl,jeremyhl
[86] jeremyhl,michaelbathurst
[69] jeremyhl,nodexl
[66] jeremyhl,thartman2u

Top Word Pairs in Tweet in G1:
[101] docassar,jeremyhl
[88] nodexl,docassar
[76] #aejmc2021,nodexl
[75] nodexl,jeremyhl
[69] jeremyhl,michaelbathurst
[59] jeremyhl,nodexl
[55] jeremyhl,thartman2u
[54] michaelbathurst,jeremyhl
[54] #ff,mt
[52] thartman2u,michaelbathurst

Top Word Pairs in Tweet in G2:
[54] #smle2022,#smc2021
[46] #smprofs,#prprofs
[44] #smc2021,#smprofs
[12] #firstamendment,webinar
[12] data,nodexl
[11] social,media
[11] docassar,unosmlre
[11] unosmlre,contributed
[11] contributed,competency
[11] competency,framework

Top Word Pairs in Tweet in G3:
[60] top,hashtags
[39] nodexl,aejmc
[25] #smle2022,#smc2021
[22] #smprofs,#prprofs
[21] aejmc,nodexl
[20] #aejmc2021,nodexl
[19] willthewordguy,aejmc_comsher
[16] hashtags,#smprofs
[16] #smc2021,#smle2022
[16] aejmc,macaejmc

Top Word Pairs in Tweet in G4:
[27] #smprofs,#prprofs
[15] #smprofs,#frebergpr
[10] social,media
[10] fyi,#smprofs
[9] fellow,#smprofs
[9] adweek,#smprofs
[6] #smprofs,#smsports
[6] smsc,2e
[6] way,go
[5] metaverse,marketing

Top Word Pairs in Tweet in G5:
[18] social,digital
[18] digital,media
[15] editor,bourlanddavis
[15] media,curriculum
[14] volume,issue
[14] issue,editor
[14] bourlanddavis,featuring
[14] featuring,articles
[14] articles,address
[14] address,social

Top Word Pairs in Tweet in G6:
[17] digital,communication
[16] work,bamaapr
[16] bamaapr,two
[16] two,positions
[16] positions,open
[16] open,digital
[16] communication,pr
[16] pr,public
[16] public,affairs
[16] affairs,politics

Top Word Pairs in Tweet in G8:
[4] hiring,assistant
[4] assistant,professor
[4] professor,social
[4] social,media
[4] media,digital
[4] digital,activism
[4] activism,focus
[4] focus,latino
[4] latino,studies
[4] studies,come

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jeremyhl
@docassar
@michaelbathurst
@thartman2u
@aejmc
@reutsmichael1
@kfreberg
@aejmc_prd
@rootnk
@unosmlre

Top Mentioned in G1:
@docassar
@jeremyhl
@michaelbathurst
@thartman2u
@reutsmichael1
@rootnk
@aejmc
@mpweirdopodcast
@kfreberg
@unosmlre

Top Mentioned in G2:
@jeremyhl
@unosmlre
@aejmc
@nodexl
@docassar
@facebook
@michaelbathurst
@thartman2u
@aejmc_prd
@nebraskasower

Top Mentioned in G3:
@jeremyhl
@docassar
@aejmc
@aejmc_prd
@michaelbathurst
@thartman2u
@aejmc_comsher
@willthewordguy
@aejmc_lawp
@mpweirdopodcast

Top Mentioned in G4:
@kfreberg
@adweek
@cathyhackl
@amazon
@fos
@facebookapp
@instagram
@sagemedia_comm
@uofl
@vancityreynolds

Top Mentioned in G5:
@jpreprd
@bourlanddavis
@aejmc_prd
@jeremyhl
@adriwall
@routledge_mandc
@drjamiward
@aejmc
@gvschoolofcom
@msvandyke

Top Mentioned in G6:
@bamaapr
@msvandyke

Top Mentioned in G8:
@drbeckyhayes
@isusoc
@isusoc_smacc
@ica_cat
@hctd_nca

Top Mentioned in G9:
@tiktok_us
@jeremyhl
@aejmc
@tcustratcomm
@tiktokcreators

Top Mentioned in G10:
@sukugkailash
@mainchannel_
@4evrstardancer

Top Tweeters
Top Tweeters in Entire Graph:
@ansisegle
@mainchannel_
@bbcnews
@cnbc
@nytimes
@fluttbot
@4evrstardancer
@politico
@cnn
@tjsutton12

Top Tweeters in G1:
@fluttbot
@mjoehlerich
@shoutmgb
@twizmwhytepiece
@developerbot_v1
@michaelbathurst
@kugey
@iottogether
@mpweirdopodcast
@mic

Top Tweeters in G2:
@bbcnews
@cnbc
@politico
@cnn
@ap
@npr
@buzzfeednews
@lin_nah
@francisjeffrey7
@polypolilive

Top Tweeters in G3:
@owhnews
@newsmax
@b0tsci
@scicommbot
@crabb_jim
@fcr247
@suetsam
@rutgerscomminfo
@periodistia
@aejmc

Top Tweeters in G4:
@ansisegle
@tjsutton12
@verge
@cc_chapman
@adweek
@mackcollier
@thatchristinag
@sproutsocial
@kfreberg
@hubspot

Top Tweeters in G5:
@adriwall
@drsmadden
@dpompper
@tldelrosso
@ginaluttrell
@routledge_mandc
@aejmc_prd
@bourlanddavis
@drmccollough
@thekatestewart

Top Tweeters in G6:
@kathalbury
@drjessmaddox
@drtprs
@betsyemmons
@brookewmckeever
@jamesonhayes
@bamaapr
@hkoverton
@olsonscholcomm
@courtneyboman

Top Tweeters in G7:
@doa
@micha
@aea
@wsja
@suz_alto
@kevinanselmo
@carriemunoz
@ma
@aa
@dmprofessors

Top Tweeters in G8:
@devinasarwatay
@ica_cat
@richardhuskey
@skhunt2
@drbeckyhayes
@isusoc
@isusoc_smacc
@hctd_nca

Top Tweeters in G9:
@tiktok_us
@guygolan
@tiktokcreators
@tcustratcomm

Top Tweeters in G10:
@mainchannel_
@4evrstardancer
@sukugkailash
@shearts_reviews