#SMProfs, Twitter, 5/14/2021 3:55:56 PM, 254751


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#SMProfs_2021-05-13_21-41-18.xlsx
#SMProfs_2021-05-13_21-41-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 14, 2021
Short Description:
#SMProfs via NodeXL https://bit.ly/3w8CYL0
@jeremyhl
@kfreberg
@kimfoxwosu
@docassar
@mpweirdopodcast
@ginaluttrell
@thartman2u
@unosmlre
@vivianfrancos
@aejmc_prd

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

Description:
Description
The graph represents a network of 217 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, 14 May 2021 at 04:41 UTC.

The requested start date was Friday, 14 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 73-day, 6-hour, 5-minute period from Monday, 01 March 2021 at 13:52 UTC to Thursday, 13 May 2021 at 19:57 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 : 217
Unique Edges : 404
Edges With Duplicates : 1948
Total Edges : 2352
Number of Edge Types : 5
Mentions : 787
Replies to : 4
MentionsInRetweet : 1253
Retweet : 252
Tweet : 56
Self-Loops : 56
Reciprocated Vertex Pair Ratio : 0.110759493670886
Reciprocated Edge Ratio : 0.199430199430199
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 214
Maximum Edges in a Connected Component : 2350
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.692039
Graph Density : 0.0149769585253456
Modularity : 0.164344
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 217 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, 14 May 2021 at 04:41 UTC.

The requested start date was Friday, 14 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 73-day, 6-hour, 5-minute period from Monday, 01 March 2021 at 13:52 UTC to Thursday, 13 May 2021 at 19:57 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=253266
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251415
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253054
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250799
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251221
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250686
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253184
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252877
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252541

Top URLs in Tweet in G1:
[3] https://www.aejmc.org/home/
[2] https://jeremylipschultz.blogspot.com/2021/03/new-social-media-laws-smc-23.html
[1] https://apnews.com/article/62b13895aa6665ae4d887dcc8d196dfc
[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
[1] https://www.youtube.com/watch?v=nobcRFYLA-o&feature=youtu.be

[1] https://twitter.com/i/web/status/1368290605303013383
[1] https://twitter.com/i/web/status/1368580229749497864
[1] https://twitter.com/i/web/status/1369271301664342016
[1] https://apnews.com/article/c1dd2254bc4f188683f82322b8a8aa67

Top URLs in Tweet in G2:
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252687
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253266
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253054
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251415
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252541
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251863
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253184
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252877
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252057
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250941

Top URLs in Tweet in G3:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250799
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252878
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251152
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253251
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249808
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250686
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251221
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250134
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251348
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251336

Top URLs in Tweet in G4:
[2] http://karenfreberg.com/blog/life-is-indeed-betterwithmms/
[2] http://karenfreberg.com/blog/frebergpr-x-brown-forman-for-fall-2021/
[1] https://twitter.com/mkorn19/status/1392129175851438081
[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 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/reeshahoward/status/1366777152562221060
[1] https://twitter.com/shaanmasala/status/1367879687721074689
[1] https://www.theverge.com/2021/3/5/22315866/mark-cuban-fireside-app-podcast-platform-clubhouse

Top URLs in Tweet in G6:
[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 G7:
[1] https://paper.li/evgone/1330291452?edition_id=d516dbc0-8d2a-11eb-afa8-fa163e6ccaff

Top Domains
Top Domains in Tweet in Entire Graph:
[248] nodexlgraphgallery.org
[90] twitter.com
[32] apnews.com
[6] businessinsider.com
[5] adweek.com
[5] youtube.com
[4] dhs.gov
[4] aejmc.org
[4] karenfreberg.com
[3] socialmediatoday.com

Top Domains in Tweet in G1:
[32] apnews.com
[24] twitter.com
[16] nodexlgraphgallery.org
[6] businessinsider.com
[3] aejmc.org
[2] youtube.com
[2] blogspot.com
[1] zdnet.com
[1] latimes.com
[1] musebycl.io

Top Domains in Tweet in G2:
[141] nodexlgraphgallery.org
[7] twitter.com
[2] dhs.gov
[1] adobe.com
[1] buzzsprout.com
[1] youtube.com

Top Domains in Tweet in G3:
[90] nodexlgraphgallery.org
[29] twitter.com
[2] aejmc.us
[2] youtube.com
[1] aejmc.org
[1] bit.ly

Top Domains in Tweet in G4:
[19] twitter.com
[4] karenfreberg.com
[4] adweek.com
[3] socialmediatoday.com
[1] buzzfeed.com
[1] thedrum.com
[1] nbcsports.com
[1] stukent.com

Top Domains in Tweet in G5:
[8] twitter.com
[1] adweek.com
[1] com.au
[1] theverge.com
[1] dhs.gov
[1] nodexlgraphgallery.org

Top Domains in Tweet in G6:
[3] twitter.com
[1] ginaluttrellphd.com

Top Domains in Tweet in G7:
[1] paper.li

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[238] smprofs
[128] prprofs
[101] smc2021
[91] smle2022
[60] smmm2020
[56] socialmedia
[42] data
[35] pr
[24] aejmcchats
[11] omaha2020



Top Hashtags in Tweet in G1:
[74] smprofs
[63] smc2021
[53] smle2022
[47] prprofs
[25] smmm2020
[13] data
[10] socialmedia
[7] pr
[5] covid
[5] aejmcchats

Top Hashtags in Tweet in G2:
[37] smprofs
[20] smle2022
[12] smc2021
[10] prprofs
[8] data
[6] unosmlre
[5] nodexl
[4] smmm2020
[3] truth
[3] socialmedia

Top Hashtags in Tweet in G3:
[56] smprofs
[47] prprofs
[34] socialmedia
[31] smmm2020
[25] smc2021
[25] pr
[20] data
[18] aejmcchats
[17] smle2022
[9] rprc

Top Hashtags in Tweet in G4:
[46] smprofs
[11] prprofs
[7] smsports
[4] freberg21
[2] betterwithmms
[2] frebergalums
[2] frebergsm
[2] adobesummit
[1] educatorssummit
[1] adobeinsiders

Top Hashtags in Tweet in G5:
[16] smprofs
[8] socialmedia
[5] prprofs
[3] jrmc2202
[3] socialaudio
[3] jrmc2202speakerseries
[2] happeningnow
[1] mojo
[1] misinfo
[1] tiktok

Top Hashtags in Tweet in G6:
[7] prprofs
[7] smprofs
[2] aiinpr
[2] progresssu
[1] aejmc21
[1] commstwitter
[1] socialmedia
[1] genz
[1] socialmediasociety
[1] author

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

Top Words
Top Words in Tweet in Entire Graph:
[361] jeremyhl
[287] docassar
[272] nodexl
[238] #smprofs
[153] thartman2u
[147] vivianfrancos
[136] unosmlre
[128] #prprofs
[101] #smc2021
[98] aejmc_prd

Top Words in Tweet in G1:
[74] #smprofs
[63] #smc2021
[53] #smle2022
[47] #prprofs
[34] jeremyhl
[26] ap
[25] #smmm2020
[23] social
[22] media
[19] nodexl

Top Words in Tweet in G2:
[219] jeremyhl
[188] docassar
[142] nodexl
[106] thartman2u
[85] unosmlre
[80] vivianfrancos
[58] mpweirdopodcast
[49] unosml
[37] #smprofs
[29] kfreberg

Top Words in Tweet in G3:
[110] nodexl
[105] jeremyhl
[88] docassar
[60] aejmc_prd
[56] #smprofs
[56] vivianfrancos
[47] #prprofs
[38] thartman2u
[36] kfreberg
[35] top

Top Words in Tweet in G4:
[46] #smprofs
[11] #prprofs
[10] kfreberg
[9] thank
[8] social
[7] #smsports
[6] love
[5] google
[5] book
[5] amazing

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

Top Words in Tweet in G6:
[7] #prprofs
[7] #smprofs
[5] conversation
[4] social
[4] media
[4] calling
[4] please
[4] share
[4] students
[4] join

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[133] nodexl,jeremyhl
[64] #smprofs,#prprofs
[56] #smle2022,#smc2021
[52] jeremyhl,thartman2u
[45] jeremyhl,kfreberg
[45] kfreberg,kimfoxwosu
[44] nodexl,thartman2u
[43] thartman2u,docassar
[41] social,media
[41] jeremyhl,docassar

Top Word Pairs in Tweet in G1:
[45] #smle2022,#smc2021
[39] #smprofs,#prprofs
[31] #smc2021,#smprofs
[20] #smc2021,#smmm2020
[20] social,media
[19] ap,#smle2022
[15] #smmm2020,#smprofs
[7] nodexl,jeremyhl
[6] ap,#smc2021
[5] jeremyhl,kfreberg

Top Word Pairs in Tweet in G2:
[82] nodexl,jeremyhl
[33] nodexl,thartman2u
[32] jeremyhl,docassar
[31] jeremyhl,thartman2u
[28] docassar,unosmlre
[27] unosmlre,nodexl
[27] thartman2u,docassar
[25] docassar,unosml
[25] unosml,nodexl
[24] jeremyhl,unosmlre

Top Word Pairs in Tweet in G3:
[43] nodexl,jeremyhl
[34] top,hashtags
[23] seesuiteuga,nodexl
[19] #prprofs,#smprofs
[19] #smmm2020,#socialmedia
[19] jeremyhl,thartman2u
[17] nodexl,aejmc_prd
[16] #smprofs,nodexl
[16] jeremyhl,kfreberg
[16] kfreberg,kimfoxwosu

Top Word Pairs in Tweet in G4:
[10] #smprofs,#prprofs
[5] #smprofs,#smsports
[5] thank,kendra
[5] kendra,thedrum
[5] thedrum,allowing
[5] allowing,comment
[5] comment,going
[5] going,onepeloton
[5] onepeloton,steps
[5] steps,restore

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

Top Word Pairs in Tweet in G6:
[6] #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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jeremyhl
@docassar
@thartman2u
@vivianfrancos
@aejmc_prd
@unosmlre
@nodexl
@kfreberg
@mpweirdopodcast
@kimfoxwosu

Top Mentioned in G1:
@jeremyhl
@ap
@nodexl
@facebook
@unosmlre
@aejmc_prd
@vivianfrancos
@twitter
@docassar
@thartman2u

Top Mentioned in G2:
@jeremyhl
@docassar
@thartman2u
@vivianfrancos
@mpweirdopodcast
@unosmlre
@nodexl
@kfreberg
@kimfoxwosu
@mjoehlerich

Top Mentioned in G3:
@jeremyhl
@docassar
@aejmc_prd
@vivianfrancos
@thartman2u
@kfreberg
@nodexl
@unosmlre
@aejmc
@drsmadden

Top Mentioned in G4:
@kfreberg
@thedrum
@onepeloton
@smm_institute
@mmschocolate
@clemsonfb
@usceduau
@mjkushin
@mcdonalds
@bts_bighit

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

Top Mentioned in G6:
@martinwaxman
@ginaluttrell
@aejmc_prd
@drjamiward
@aejmc
@ysterbenk
@newhousepr
@cleoatuc
@hopiedear
@adriwall

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@mcdonalds
@businessinsider
@guardian
@paulwiggins
@unos
@mjoehlerich
@shoutmgb
@ap
@spann

Top Tweeters in G1:
@robinsnewswire
@businessinsider
@guardian
@paulwiggins
@ap
@spann
@tomvarghesejr
@jeremyhl
@polypolilive
@google

Top Tweeters in G2:
@mjoehlerich
@shoutmgb
@juliomayol
@michaelbathurst
@ccooke6685
@metoscm
@thartman2u
@glengilmore
@nebraskasower
@kidney_boy

Top Tweeters in G3:
@unos
@kf
@diversityup
@vivianfrancos
@stann2
@karenrussell
@aejmc
@ccook
@drsmadden
@magicalpr

Top Tweeters in G4:
@mcdonalds
@thedrum
@nbcsports
@kfreberg
@kdhungerford
@brianne2k
@textandacademic
@hashtagheyalexa
@willclarkeinoz
@theadrianmolina

Top Tweeters in G5:
@rashaabdulla
@triplem
@dr_tindall
@kimfoxwosu
@ircpresident
@dariodoublel
@devmy_fr
@luvvie
@nadamawsouf
@linkedin

Top Tweeters in G6:
@adriwall
@martinwaxman
@professorsan
@senecadeanfcad
@ginaluttrell
@newhousepr
@cynbreen
@tonydangelo_su
@ysterbenk
@drjamiward

Top Tweeters in G7:
@evgone
@smprofessors
@viviana


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