#SMProfs, Twitter, 5/28/2021 4:46:18 AM, 255688


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#SMProfs_2021-05-27_21-41-18.xlsx
#SMProfs_2021-05-27_21-41-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 28, 2021
Short Description:
#SMProfs via NodeXL https://bit.ly/3fqT0KA
@jeremyhl
@kfreberg
@kimfoxwosu
@docassar
@thartman2u
@ginaluttrell
@mpweirdopodcast
@unosmlre
@aejmc_prd
@vivianfrancos

Top hashtags:
#smprofs
#prprofs
#smc2021
#smle2022
#smmm2020
#socialmedia
#data
#pr
#aejmcchats

Description:
Description
The graph represents a network of 251 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, 28 May 2021 at 04:42 UTC.

The requested start date was Friday, 28 May 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 87-day, 2-hour, 21-minute period from Monday, 01 March 2021 at 13:52 UTC to Thursday, 27 May 2021 at 16:14 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 : 251
Unique Edges : 474
Edges With Duplicates : 2311
Total Edges : 2785
Number of Edge Types : 5
Retweet : 304
MentionsInRetweet : 1476
Mentions : 926
Replies to : 5
Tweet : 74
Self-Loops : 77
Reciprocated Vertex Pair Ratio : 0.103633916554509
Reciprocated Edge Ratio : 0.18780487804878
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 243
Maximum Edges in a Connected Component : 2774
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.69998
Graph Density : 0.0130677290836653
Modularity : 0.16118
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 251 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, 28 May 2021 at 04:42 UTC.

The requested start date was Friday, 28 May 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 87-day, 2-hour, 21-minute period from Monday, 01 March 2021 at 13:52 UTC to Thursday, 27 May 2021 at 16:14 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:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252687
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254751
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255119
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253266
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253054
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251415
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250799
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250686
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251221
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253184

Top URLs in Tweet in G1:
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252687
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253266
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255119
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253054
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251415
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251221
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252541
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250686
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250941
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251336

Top URLs in Tweet in G2:
[2] https://jeremylipschultz.blogspot.com/2021/03/new-social-media-laws-smc-23.html
[2] https://www.dhs.gov/sites/default/files/publications/digital_media_literacy_draft_v5.pdf
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254750
[2] https://www.youtube.com/watch?v=6lxD5iY3pFM&feature=youtu.be

[1] https://business.adobe.com/summit/adobe-summit.html
[1] https://www.latimes.com/business/technology/story/2021-03-24/facebook-twitter-google-ceos-split-over-social-media-shield-law
[1] https://www.aejmc.org/home/
[1] https://www.youtube.com/watch?v=nobcRFYLA-o&feature=youtu.be

[1] https://www.zdnet.com/article/facebook-tiktok-least-trusted-by-americans-google-most-trusted-says-survey/
[1] https://www.businessinsider.com/reddit-porn-ceo-steve-huffman-pornography-2021-3

Top URLs in Tweet in G3:
[2] http://karenfreberg.com/blog/life-is-indeed-betterwithmms/
[2] http://karenfreberg.com/blog/frebergpr-x-brown-forman-for-fall-2021/
[2] https://twitter.com/aj_curry/status/1393214432000430092
[1] https://twitter.com/i/web/status/1368957620061675525
[1] https://www.socialmediatoday.com/news/facebook-outlines-the-future-of-ar-and-plans-for-the-next-stage-of-computi/596500/
[1] https://www.adweek.com/commerce/lays-lets-fans-send-personalized-video-messages-from-lionel-messi-with-deepfake-tech/
[1] https://www.adweek.com/commerce/peloton-and-adidas-join-forces-on-apparel/
[1] https://twitter.com/i/web/status/1373042847042183174
[1] https://twitter.com/zoomph/status/1374033718768246798
[1] https://www.socialmediatoday.com/news/clubhouse-outlines-key-growth-challenges-in-latest-town-hall-update/597132/

Top URLs in Tweet in G4:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254751
[3] https://aejmc.us/jpre/calls-for-papers/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254750
[3] https://www.aejmc.org/home/
[2] https://www.youtube.com/watch?v=nobcRFYLA-o&feature=youtu.be

[1] https://twitter.com/i/web/status/1392918205677686784
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251863
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251348
[1] https://twitter.com/i/web/status/1375717152548913152
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252687

Top URLs in Tweet in G5:
[1] https://www.adweek.com/media/linkedin-rolls-out-new-tools-to-support-the-influx-of-creators-on-its-platform/?fbclid=IwAR2FDc5GjDt-P5JqmGyC2UZyjoZXsyKowckTFOSmbseG9JxGxxVJQMnlFfs
[1] https://twitter.com/corinne_podger/status/1367075815725309956
[1] https://twitter.com/MattNavarra/status/1366727432875696139
[1] https://twitter.com/KevinDoyle/status/1372528384518062086
[1] https://socialmediamarketinginstitute.com.au/event/call-for-abstracts-social-media-marketing-education-research-symposium/?fbclid=IwAR3PFfAGrIERX-MeiBEuKhH6xD5r8C3d2XPMhyWSjhK7YcK12o4y_tMH7EQ
[1] https://twitter.com/NBCNews/status/1388844742134353923
[1] https://twitter.com/NotPatrick/status/1391471112584929288
[1] https://twitter.com/MissBeeBright/status/1393004119036674048
[1] https://twitter.com/reeshahoward/status/1366777152562221060
[1] https://twitter.com/shaanmasala/status/1367879687721074689

Top URLs in Tweet in G6:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253251
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250799
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252878
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252962
[1] https://twitter.com/i/web/status/1383997151747862529
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254751
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253054
[1] https://twitter.com/i/web/status/1383997278310912002
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253385
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250941

Top URLs in Tweet in G7:
[1] https://twitter.com/bradhornpr/status/1394850932773502981
[1] https://ginaluttrellphd.com/2021/03/18/social-medias-impact-on-self-society/
[1] https://twitter.com/i/web/status/1384984682845069314
[1] https://twitter.com/NewhousePR/status/1389211329882431488
[1] https://twitter.com/i/web/status/1391779101137059846

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1397934803425677325

Top URLs in Tweet in G9:
[1] https://paper.li/evgone/1330291452?edition_id=d516dbc0-8d2a-11eb-afa8-fa163e6ccaff

Top Domains
Top Domains in Tweet in Entire Graph:
[287] nodexlgraphgallery.org
[101] twitter.com
[34] apnews.com
[7] socialmediatoday.com
[6] youtube.com
[6] adweek.com
[6] businessinsider.com
[5] aejmc.org
[4] dhs.gov
[4] karenfreberg.com

Top Domains in Tweet in G1:
[188] nodexlgraphgallery.org
[7] twitter.com
[2] dhs.gov
[1] adobe.com
[1] aejmc.org
[1] buzzsprout.com

Top Domains in Tweet in G2:
[34] apnews.com
[24] twitter.com
[20] nodexlgraphgallery.org
[6] businessinsider.com
[4] youtube.com
[2] blogspot.com
[2] dhs.gov
[1] adobe.com
[1] latimes.com
[1] aejmc.org

Top Domains in Tweet in G3:
[27] twitter.com
[7] socialmediatoday.com
[5] adweek.com
[4] karenfreberg.com
[1] buzzfeed.com
[1] hootsuite.com
[1] forbes.com
[1] thedrum.com
[1] nbcsports.com
[1] stukent.com

Top Domains in Tweet in G4:
[14] nodexlgraphgallery.org
[4] twitter.com
[3] aejmc.us
[3] aejmc.org
[2] youtube.com

Top Domains in Tweet in G5:
[9] twitter.com
[1] adweek.com
[1] com.au
[1] theverge.com
[1] washingtonpost.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G6:
[64] nodexlgraphgallery.org
[25] twitter.com
[1] bit.ly

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

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

Top Domains in Tweet in G9:
[1] paper.li

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[301] smprofs
[161] prprofs
[117] smc2021
[106] smle2022
[75] smmm2020
[70] socialmedia
[54] data
[41] pr
[27] aejmcchats
[14] uno1forall



Top Hashtags in Tweet in G1:
[48] smprofs
[18] smle2022
[16] prprofs
[12] smc2021
[8] data
[5] nodexl
[5] unosmlre
[4] smmm2020
[3] socialmedia
[3] pr

Top Hashtags in Tweet in G2:
[84] smprofs
[74] smc2021
[63] smle2022
[56] prprofs
[32] smmm2020
[17] data
[14] socialmedia
[10] pr
[6] aejmcchats
[5] nora

Top Hashtags in Tweet in G3:
[67] smprofs
[13] prprofs
[9] smsports
[4] freberg21
[3] frebergalums
[2] betterwithmms
[2] frebergsm
[2] adobesummit
[1] educatorssummit
[1] adobeinsiders

Top Hashtags in Tweet in G4:
[26] smprofs
[25] prprofs
[8] nodexl
[6] pr
[5] smle2022
[4] smc2021
[4] socialmedia
[4] smmm2020
[3] data
[3] aejmc2021

Top Hashtags in Tweet in G5:
[17] smprofs
[9] socialmedia
[4] prprofs
[3] jrmc2202
[3] socialaudio
[3] jrmc2202speakerseries
[2] happeningnow
[1] mojo
[1] misinfo
[1] tiktok

Top Hashtags in Tweet in G6:
[48] smprofs
[38] prprofs
[38] socialmedia
[35] smmm2020
[27] smc2021
[25] data
[22] pr
[20] smle2022
[18] aejmcchats
[11] uno1forall

Top Hashtags in Tweet in G7:
[8] prprofs
[8] smprofs
[2] aiinpr
[2] progresssu
[1] sportspr
[1] socialmedia
[1] genz
[1] socialmediasociety
[1] author
[1] covid19

Top Hashtags in Tweet in G8:
[4] influencer
[4] digitalmarketing
[1] socialmediaanalytics
[1] inclusive
[1] sme
[1] mikkeli
[1] finland
[1] socialmedia
[1] smprofs

Top Hashtags in Tweet in G9:
[2] smprofs
[1] prprofs

Top Words
Top Words in Tweet in Entire Graph:
[422] jeremyhl
[332] docassar
[303] nodexl
[301] #smprofs
[179] thartman2u
[161] #prprofs
[155] unosmlre
[155] vivianfrancos
[129] aejmc_prd
[117] #smc2021

Top Words in Tweet in G1:
[289] jeremyhl
[252] docassar
[192] nodexl
[132] thartman2u
[101] vivianfrancos
[98] unosmlre
[61] unosml
[59] mpweirdopodcast
[48] #smprofs
[44] mjoehlerich

Top Words in Tweet in G2:
[84] #smprofs
[74] #smc2021
[63] #smle2022
[56] #prprofs
[40] jeremyhl
[32] #smmm2020
[28] ap
[26] social
[25] media
[23] nodexl

Top Words in Tweet in G3:
[67] #smprofs
[14] kfreberg
[13] #prprofs
[10] thank
[9] #smsports
[9] social
[6] love
[6] part
[5] google
[5] book

Top Words in Tweet in G4:
[43] aejmc_prd
[35] call
[26] #smprofs
[26] drsmadden
[26] special
[25] #prprofs
[22] activism
[21] jeremyhl
[21] public
[21] relations

Top Words in Tweet in G5:
[17] #smprofs
[9] #socialmedia
[6] media
[4] #prprofs
[4] social
[4] marketing
[3] research
[3] #jrmc2202
[3] #socialaudio
[3] #jrmc2202speakerseries

Top Words in Tweet in G6:
[79] nodexl
[70] jeremyhl
[54] docassar
[48] #smprofs
[38] vivianfrancos
[38] top
[38] hashtags
[38] #prprofs
[38] #socialmedia
[35] #smmm2020

Top Words in Tweet in G7:
[8] #prprofs
[8] #smprofs
[5] please
[5] join
[5] conversation
[4] social
[4] media
[4] calling
[4] share
[4] students

Top Words in Tweet in G8:
[4] thank
[4] kittos
[4] #influencer
[4] the_huntswoman
[4] sharing
[4] knowledge
[4] #digitalmarketing
[2] suz_alto
[2] #socialmediaanalytic

Top Words in Tweet in G9:
[2] #smprofs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[155] nodexl,jeremyhl
[76] #smprofs,#prprofs
[65] jeremyhl,thartman2u
[61] #smle2022,#smc2021
[55] jeremyhl,kfreberg
[55] kfreberg,kimfoxwosu
[51] unosmlre,nodexl
[49] thartman2u,docassar
[47] jeremyhl,docassar
[46] #prprofs,#smprofs

Top Word Pairs in Tweet in G1:
[111] nodexl,jeremyhl
[49] jeremyhl,thartman2u
[38] thartman2u,docassar
[37] unosmlre,nodexl
[35] nodexl,thartman2u
[34] unosml,nodexl
[33] jeremyhl,kfreberg
[33] kfreberg,kimfoxwosu
[33] jeremyhl,docassar
[32] docassar,unosml

Top Word Pairs in Tweet in G2:
[51] #smle2022,#smc2021
[43] #smprofs,#prprofs
[35] #smc2021,#smprofs
[23] social,media
[23] #smc2021,#smmm2020
[21] ap,#smle2022
[17] #smmm2020,#smprofs
[9] nodexl,jeremyhl
[8] #smc2021,#smle2022
[7] #prprofs,#smprofs

Top Word Pairs in Tweet in G3:
[12] #smprofs,#prprofs
[5] #smprofs,#smsports
[5] social,media
[5] thank,kendra
[5] kendra,thedrum
[5] thedrum,allowing
[5] allowing,comment
[5] comment,going
[5] going,onepeloton
[5] onepeloton,steps

Top Word Pairs in Tweet in G4:
[21] public,relations
[19] call,papers
[19] papers,teaching
[19] teaching,activism
[19] activism,public
[19] relations,classroom
[19] drsmadden,scrayton
[15] #prprofs,#smprofs
[12] classroom,editors
[12] editors,drsmadden

Top Word Pairs in Tweet in G5:
[4] #socialmedia,#smprofs
[4] social,media
[4] media,marketing
[3] #smprofs,#prprofs
[3] #smprofs,#socialmedia
[2] call,abstracts
[2] abstracts,social
[2] marketing,education
[2] education,research
[2] research,symposium

Top Word Pairs in Tweet in G6:
[38] top,hashtags
[30] nodexl,jeremyhl
[18] #smmm2020,#socialmedia
[17] seesuiteuga,nodexl
[14] hashtags,#smprofs
[13] #prprofs,#smprofs
[13] jeremyhl,thartman2u
[12] #smc2021,#smle2022
[11] #prprofs,#smc2021
[10] #smprofs,nodexl

Top Word Pairs in Tweet in G7:
[7] #prprofs,#smprofs
[4] social,media
[4] calling,#prprofs
[4] #smprofs,please
[4] please,share
[4] share,students
[4] students,join
[4] join,conversation
[4] conversation,martinwaxman
[3] ginaluttrell,calling

Top Word Pairs in Tweet in G8:
[4] thank,kittos
[4] kittos,#influencer
[4] #influencer,the_huntswoman
[4] the_huntswoman,sharing
[4] sharing,knowledge
[4] knowledge,#digitalmarketing
[2] suz_alto,thank
[2] #digitalmarketing,#socialmediaanalytic

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jeremyhl
@docassar
@thartman2u
@vivianfrancos
@aejmc_prd
@unosmlre
@kfreberg
@nodexl
@mpweirdopodcast
@mjoehlerich

Top Mentioned in G1:
@jeremyhl
@docassar
@thartman2u
@vivianfrancos
@unosmlre
@mpweirdopodcast
@nodexl
@mjoehlerich
@kfreberg
@aejmc_prd

Top Mentioned in G2:
@jeremyhl
@ap
@nodexl
@unosmlre
@facebook
@docassar
@aejmc_prd
@twitter
@vivianfrancos
@thartman2u

Top Mentioned in G3:
@kfreberg
@thedrum
@onepeloton
@smm_institute
@mmschocolate
@stukentapp
@clemsonfb
@usceduau
@mjkushin
@ttayl0r

Top Mentioned in G4:
@aejmc_prd
@drsmadden
@scrayton
@jeremyhl
@aejmc
@docassar
@kfreberg
@unchussman
@unc
@kimfoxwosu

Top Mentioned in G5:
@na_elguiddawy
@kimfoxwosu
@auc
@gapp_auc
@aucjrmc
@linkedin
@twitterspaces
@dariodoublel
@lbeckste
@jsullivan47

Top Mentioned in G6:
@jeremyhl
@docassar
@vivianfrancos
@thartman2u
@aejmc_prd
@kfreberg
@unosmlre
@ccooke6685
@mjoehlerich
@nodexl

Top Mentioned in G7:
@martinwaxman
@ginaluttrell
@aejmc_prd
@drjamiward
@bradhornpr
@newhousepr
@cleoatuc
@hopiedear
@adriwall
@aejmc

Top Mentioned in G8:
@the_huntswoman
@suz_alto
@aaltobiz
@thefemps

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@mcdonalds
@businessinsider
@guardian
@cnbc
@washingtonpost
@paulwiggins
@unos
@mjoehlerich
@shoutmgb

Top Tweeters in G1:
@unos
@mjoehlerich
@shoutmgb
@juliomayol
@michaelbathurst
@kf
@ccooke6685
@vivianfrancos
@metoscm
@thartman2u

Top Tweeters in G2:
@robinsnewswire
@businessinsider
@guardian
@cnbc
@paulwiggins
@spann
@tomvarghesejr
@vice
@jeremyhl
@polypolilive

Top Tweeters in G3:
@mcdonalds
@thedrum
@nbcsports
@thatchristinag
@kfreberg
@kdhungerford
@ttayl0r
@jburkespraker
@brianne2k
@textandacademic

Top Tweeters in G4:
@wunpini_fm
@diversityup
@drmcar
@dr_tindall
@albertoemachado
@willthewordguy
@unc
@aejmc
@drsmadden
@unchussman

Top Tweeters in G5:
@washingtonpost
@ap
@rashaabdulla
@triplem
@kimfoxwosu
@ircpresident
@devmy_fr
@dariodoublel
@luvvie
@nadamawsouf

Top Tweeters in G6:
@stann2
@youtube
@karenrussell
@marybethwest
@instituteforpr
@dominickalbano3
@mackert
@csw_aejmc
@drallirich
@jeffreypgold

Top Tweeters in G7:
@adriwall
@martinwaxman
@professorsan
@senecadeanfcad
@ginaluttrell
@newhousepr
@cynbreen
@tonydangelo_su
@ysterbenk
@drjamiward

Top Tweeters in G8:
@the_huntswoman
@msphanlearns
@suz_alto
@aaltobiz
@thefemps

Top Tweeters in G9:
@evgone
@smprofessors
@viviana


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