#SMProfs, Twitter, 6/4/2021 4:45:26 AM, 256265


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#SMProfs_2021-06-03_21-41-18.xlsx
#SMProfs_2021-06-03_21-41-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 04, 2021
Short Description:
#SMProfs via NodeXL https://bit.ly/3g71YLZ
@jeremyhl
@kfreberg
@kimfoxwosu
@docassar
@mpweirdopodcast
@thartman2u
@ginaluttrell
@unosmlre
@aejmc_prd
@vivianfrancos

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

Description:
Description
The graph represents a network of 260 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, 04 June 2021 at 04:42 UTC.

The requested start date was Friday, 04 June 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 94-day, 1-hour, 17-minute period from Monday, 01 March 2021 at 13:52 UTC to Thursday, 03 June 2021 at 15:09 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 : 260
Unique Edges : 494
Edges With Duplicates : 2476
Total Edges : 2970
Number of Edge Types : 5
Mentions : 991
MentionsInRetweet : 1576
Retweet : 322
Replies to : 5
Tweet : 76
Self-Loops : 80
Reciprocated Vertex Pair Ratio : 0.104922279792746
Reciprocated Edge Ratio : 0.189917936694021
Connected Components : 6
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 251
Maximum Edges in a Connected Component : 2958
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.690571
Graph Density : 0.0126670626670627
Modularity : 0.15782
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 260 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, 04 June 2021 at 04:42 UTC.

The requested start date was Friday, 04 June 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 94-day, 1-hour, 17-minute period from Monday, 01 March 2021 at 13:52 UTC to Thursday, 03 June 2021 at 15:09 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
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254751
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255861
[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=251415
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250799
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253054
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251221
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250686

Top URLs in Tweet in G1:
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252687
[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=253266
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252541
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251221
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250686
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254751
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250941

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://www.youtube.com/watch?v=6lxD5iY3pFM&feature=youtu.be

[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254750
[1] https://variety.com/vip-video/social-media-stocks-weather-download-slowdown/
[1] https://www.aejmc.org/home/
[1] https://www.youtube.com/watch?v=nobcRFYLA-o&feature=youtu.be

[1] https://www.latimes.com/business/technology/story/2021-03-24/facebook-twitter-google-ceos-split-over-social-media-shield-law
[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:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254751
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253266
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255861
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250799
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254750
[3] https://bit.ly/3urVmN
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253251
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251863
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251348
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252687

Top URLs in Tweet in G5:
[1] https://www.washingtonpost.com/media/2021/05/26/ap-wilder-firing/
[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://aejmc.us/jpre/calls-for-papers/
[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=252878
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251773

Top URLs in Tweet in G7:
[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
[1] https://twitter.com/bradhornpr/status/1394850932773502981

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
[1] https://www.politico.com/news/magazine/2021/05/26/emily-wilder-fired-ap-490892

Top Domains
Top Domains in Tweet in Entire Graph:
[305] nodexlgraphgallery.org
[102] twitter.com
[37] apnews.com
[7] socialmediatoday.com
[6] businessinsider.com
[6] youtube.com
[6] adweek.com
[5] bit.ly
[5] aejmc.org
[4] dhs.gov

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

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

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

Top Domains in Tweet in G4:
[85] nodexlgraphgallery.org
[28] twitter.com
[4] bit.ly

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

Top Domains in Tweet in G6:
[3] aejmc.us
[3] aejmc.org
[2] youtube.com
[2] nodexlgraphgallery.org
[1] twitter.com

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
[1] politico.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[319] smprofs
[175] prprofs
[127] smc2021
[114] smle2022
[83] smmm2020
[77] socialmedia
[60] data
[44] pr
[28] aejmcchats
[20] nodexl



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

Top Hashtags in Tweet in G2:
[90] smprofs
[80] smc2021
[67] smle2022
[61] prprofs
[35] smmm2020
[18] data
[15] socialmedia
[10] pr
[7] covid
[6] aejmcchats

Top Hashtags in Tweet in G3:
[69] smprofs
[14] prprofs
[9] smsports
[4] freberg21
[3] frebergalums
[2] betterwithmms
[2] frebergsm
[2] adobesummit
[2] profcon21
[1] educatorssummit

Top Hashtags in Tweet in G4:
[63] smprofs
[52] prprofs
[46] socialmedia
[43] smmm2020
[34] smc2021
[33] data
[30] smle2022
[28] pr
[21] aejmcchats
[13] nodexl

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

Top Hashtags in Tweet in G6:
[19] prprofs
[17] smprofs
[3] pr
[3] aejmc2021
[2] equity
[1] smc2021
[1] smmm2020
[1] socialmedia
[1] smle2022
[1] prdvirtualconf

Top Hashtags in Tweet in G7:
[8] prprofs
[8] smprofs
[2] aiinpr
[2] progresssu
[1] aejmc21
[1] commstwitter
[1] socialmedia
[1] genz
[1] socialmediasociety
[1] author

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:
[3] smprofs
[1] prprofs
[1] journalism
[1] socialmedia

Top Words
Top Words in Tweet in Entire Graph:
[455] jeremyhl
[359] docassar
[321] nodexl
[319] #smprofs
[195] thartman2u
[175] #prprofs
[160] unosmlre
[159] vivianfrancos
[135] aejmc_prd
[127] #smc2021

Top Words in Tweet in G1:
[303] jeremyhl
[266] docassar
[200] nodexl
[139] thartman2u
[103] vivianfrancos
[99] unosmlre
[63] unosml
[57] mpweirdopodcast
[51] #smprofs
[51] mjoehlerich

Top Words in Tweet in G2:
[90] #smprofs
[80] #smc2021
[67] #smle2022
[61] #prprofs
[43] jeremyhl
[35] #smmm2020
[31] ap
[27] social
[26] media
[24] nodexl

Top Words in Tweet in G3:
[69] #smprofs
[15] kfreberg
[14] #prprofs
[12] thank
[10] social
[9] #smsports
[7] part
[6] love
[6] media
[5] again

Top Words in Tweet in G4:
[98] jeremyhl
[92] nodexl
[75] docassar
[63] #smprofs
[62] top
[52] #prprofs
[46] hashtags
[46] #socialmedia
[44] thartman2u
[43] #smmm2020

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

Top Words in Tweet in G6:
[37] aejmc_prd
[35] call
[26] drsmadden
[26] special
[22] activism
[21] public
[21] relations
[19] #prprofs
[19] papers
[19] teaching

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

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:
[3] #smprofs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[170] nodexl,jeremyhl
[82] #smprofs,#prprofs
[75] jeremyhl,thartman2u
[64] #smle2022,#smc2021
[59] jeremyhl,kfreberg
[59] kfreberg,kimfoxwosu
[52] unosmlre,nodexl
[52] thartman2u,docassar
[49] top,hashtags
[48] #prprofs,#smprofs

Top Word Pairs in Tweet in G1:
[117] nodexl,jeremyhl
[54] jeremyhl,thartman2u
[40] thartman2u,docassar
[38] unosmlre,nodexl
[36] jeremyhl,kfreberg
[36] kfreberg,kimfoxwosu
[36] unosml,nodexl
[35] nodexl,thartman2u
[34] docassar,unosml
[32] docassar,jeremyhl

Top Word Pairs in Tweet in G2:
[54] #smle2022,#smc2021
[46] #smprofs,#prprofs
[39] #smc2021,#smprofs
[24] social,media
[24] #smc2021,#smmm2020
[22] ap,#smle2022
[18] #smmm2020,#smprofs
[10] nodexl,jeremyhl
[9] #smc2021,#smle2022
[7] #prprofs,#smprofs

Top Word Pairs in Tweet in G3:
[13] #smprofs,#prprofs
[6] social,media
[5] #smprofs,#smsports
[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:
[46] top,hashtags
[41] nodexl,jeremyhl
[22] #smmm2020,#socialmedia
[18] hashtags,#smprofs
[18] #smc2021,#smle2022
[17] jeremyhl,thartman2u
[17] seesuiteuga,nodexl
[16] top,influencers
[16] jeremyhl,kfreberg
[16] kfreberg,kimfoxwosu

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

Top Word Pairs in Tweet in G6:
[21] public,relations
[19] call,papers
[19] papers,teaching
[19] teaching,activism
[19] activism,public
[19] relations,classroom
[19] drsmadden,scrayton
[14] #prprofs,#smprofs
[12] classroom,editors
[12] editors,drsmadden

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
@nodexl
@mpweirdopodcast
@mjoehlerich
@kfreberg
@aejmc_prd

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

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

Top Mentioned in G4:
@jeremyhl
@docassar
@thartman2u
@vivianfrancos
@aejmc_prd
@kfreberg
@unosmlre
@mjoehlerich
@ccooke6685
@mpweirdopodcast

Top Mentioned in G5:
@na_elguiddawy
@kimfoxwosu
@auc
@gapp_auc
@aucjrmc
@ap
@vv1lder
@washingtonpost
@twitterspaces
@dariodoublel

Top Mentioned in G6:
@aejmc_prd
@drsmadden
@scrayton
@aejmc
@jeremyhl
@unchussman
@unc
@aejmc_lawp
@nodexl

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

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
@variety

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

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

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

Top Tweeters in G4:
@shoutmgb
@albertoemachado
@stann2
@youtube
@karenrussell
@nicole
@barbarabathurst
@marybethwest
@instituteforpr
@dominickalbano3

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

Top Tweeters in G6:
@wunpini_fm
@diversityup
@drmcar
@dr_tindall
@willthewordguy
@unc
@aejmc
@drsmadden
@unchussman
@magicalpr

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
@aejmcspig
@viviana


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