#SMProfs, Twitter, 4/16/2021 4:45:47 AM, 252877


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#SMProfs_2021-04-15_21-41-18.xlsx
#SMProfs_2021-04-15_21-41-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 16, 2021
Short Description:
#SMProfs via NodeXL https://bit.ly/3uT3mYv
@jeremyhl
@kimfoxwosu
@kfreberg
@vivianfrancos
@mimspr
@thartman2u
@aejmc_prd
@docassar
@unosmlre
@mpweirdopodcast

Top hashtags:
#smprofs
#prprofs
#smc2021
#smle2022
#socialmedia
#smmm2020
#data
#pr
#aejmcchats
#omaha2020

Description:
Description
The graph represents a network of 265 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, 16 April 2021 at 04:42 UTC.

The requested start date was Friday, 16 April 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, 3-hour, 34-minute period from Monday, 01 February 2021 at 14:59 UTC to Thursday, 15 April 2021 at 18:34 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 : 265
Unique Edges : 463
Edges With Duplicates : 2453
Total Edges : 2916
Number of Edge Types : 5
Mentions : 945
Replies to : 3
MentionsInRetweet : 1576
Retweet : 317
Tweet : 75
Self-Loops : 75
Reciprocated Vertex Pair Ratio : 0.0943134535367545
Reciprocated Edge Ratio : 0.172370088719899
Connected Components : 7
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 259
Maximum Edges in a Connected Component : 2910
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.810107
Graph Density : 0.0112778730703259
Modularity : 0.166537
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 265 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, 16 April 2021 at 04:42 UTC.

The requested start date was Friday, 16 April 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, 3-hour, 34-minute period from Monday, 01 February 2021 at 14:59 UTC to Thursday, 15 April 2021 at 18:34 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
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249220
[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=247190
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249607
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248703
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247543
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251221
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250686

Top URLs in Tweet in G1:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252687
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249220
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248703
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250799
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251415
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247190
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250686
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251221
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247543
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250941

Top URLs in Tweet in G2:
[2] https://www.youtube.com/watch?v=6lxD5iY3pFM&feature=youtu.be

[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249220
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249607
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247190
[1] https://twitter.com/i/web/status/1382357301970010118
[1] https://www.socialmediatoday.com/news/facebooks-daily-active-usage-has-stalled-in-the-us-a-sign-of-concern-for/594253/
[1] https://www.axios.com/aoc-instagram-social-media-b1caf529-601a-4820-97ab-5be73bc50185.html?utm_source=facebook&utm_medium=social&utm_campaign=organic&utm_content=1100
[1] https://twitter.com/i/web/status/1358398641434673161
[1] https://twitter.com/i/web/status/1359864944821497859
[1] https://jeremylipschultz.blogspot.com/2021/02/viral-cat-zooming-smc-22.html

Top URLs in Tweet in G3:
[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/KimFoxWOSU/status/1355591455222472710
[1] https://twitter.com/jamespotterdev/status/1356111081937100802
[1] https://twitter.com/i/web/status/1359213925796110341
[1] https://twitter.com/i/web/status/1361604742171025408
[1] https://twitter.com/thecoachchris_/status/1362852031677960193
[1] https://twitter.com/i/web/status/1364309141678915595
[1] https://twitter.com/corinne_podger/status/1367075815725309956
[1] https://twitter.com/MattNavarra/status/1366727432875696139
[1] https://twitter.com/KevinDoyle/status/1372528384518062086

Top URLs in Tweet in G4:
[4] https://www.adweek.com/inside-the-brand/10-trends-marketingtwitter-thinks-are-most-exciting-for-2021-and-beyond/
[2] https://twitter.com/koimtv/status/1357052433717895171
[2] https://twitter.com/smprofessors/status/1357688574485872641
[2] http://karenfreberg.com/blog/life-is-indeed-betterwithmms/
[1] https://twitter.com/Adweek/status/1379781214823911432
[1] https://www.socialmediatoday.com/news/facebooks-daily-active-usage-has-stalled-in-the-us-a-sign-of-concern-for/594253/
[1] https://www.adweek.com/brand-marketing/notable-brands-are-sitting-out-super-bowl-2021-and-giving-money-to-good-causes-instead/
[1] https://twitter.com/vincenzolandino/status/1356325342273806337
[1] https://www.socialmediatoday.com/news/tiktok-announces-new-partnership-with-wpp/594301/
[1] https://twitter.com/vincenzolandino/status/1357070237414412296

Top URLs in Tweet in G5:
[2] https://www.youtube.com/watch?v=nobcRFYLA-o&feature=youtu.be

[2] https://www.aejmc.org/home/
[1] https://aejmc.us/jpre/calls-for-papers/
[1] https://twitter.com/i/web/status/1364983036933201927
[1] https://twitter.com/i/web/status/1364418513830567937
[1] https://twitter.com/i/web/status/1363933741106614273
[1] https://usfca.qualtrics.com/jfe/form/SV_6SCYQHMj2Gq3ZIh
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251773
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247544
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249607

Top URLs in Tweet in G6:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247543
[1] https://twitter.com/i/web/status/1363827090890625026
[1] https://twitter.com/i/web/status/1363949630006980608
[1] https://twitter.com/AlexRamirezPR/status/1361551539228262402
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249607
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249220
[1] https://twitter.com/i/web/status/1363180774191550467
[1] https://jeremylipschultz.blogspot.com/2021/03/new-social-media-laws-smc-23.html

Top URLs in Tweet in G8:
[1] https://twitter.com/adoreme/status/1357379775426420739
[1] https://twitter.com/i/web/status/1359158048175063041
[1] https://paper.li/evgone/1330291452?edition_id=d516dbc0-8d2a-11eb-afa8-fa163e6ccaff

Top Domains
Top Domains in Tweet in Entire Graph:
[301] nodexlgraphgallery.org
[119] twitter.com
[30] apnews.com
[11] adweek.com
[7] businessinsider.com
[7] socialmediatoday.com
[6] youtube.com
[4] dhs.gov
[4] aejmc.org
[3] karenfreberg.com

Top Domains in Tweet in G1:
[269] nodexlgraphgallery.org
[43] twitter.com
[2] dhs.gov
[1] apnews.com
[1] aejmc.org
[1] ginaluttrellphd.com
[1] bitchmedia.org
[1] insidehighered.com

Top Domains in Tweet in G2:
[30] twitter.com
[29] apnews.com
[23] nodexlgraphgallery.org
[7] businessinsider.com
[4] youtube.com
[2] axios.com
[2] blogspot.com
[2] zdnet.com
[1] socialmediatoday.com
[1] house.gov

Top Domains in Tweet in G3:
[16] twitter.com
[1] adweek.com
[1] washingtonpost.com
[1] theverge.com
[1] dhs.gov
[1] peterhostrawser.com

Top Domains in Tweet in G4:
[21] twitter.com
[10] adweek.com
[6] socialmediatoday.com
[3] karenfreberg.com
[2] nodexlgraphgallery.org
[1] buzzfeed.com
[1] taaonline.net
[1] snapchat.com
[1] stukent.com
[1] mattkushin.com

Top Domains in Tweet in G5:
[3] twitter.com
[3] nodexlgraphgallery.org
[2] youtube.com
[2] aejmc.org
[1] aejmc.us
[1] qualtrics.com

Top Domains in Tweet in G6:
[4] nodexlgraphgallery.org
[4] twitter.com
[1] blogspot.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[321] smprofs
[182] prprofs
[109] smc2021
[77] smle2022
[72] socialmedia
[70] smmm2020
[50] data
[44] pr
[32] aejmcchats
[17] omaha2020



Top Hashtags in Tweet in G1:
[128] smprofs
[82] prprofs
[42] socialmedia
[40] smmm2020
[36] smc2021
[33] data
[28] pr
[22] aejmcchats
[21] smle2022
[12] omaha2020

Top Hashtags in Tweet in G2:
[89] smprofs
[68] smc2021
[66] prprofs
[51] smle2022
[27] smmm2020
[14] data
[11] covid
[10] pr
[10] socialmedia
[8] aejmcchats

Top Hashtags in Tweet in G3:
[26] smprofs
[16] socialmedia
[8] goodread
[7] podacademics
[5] prprofs
[3] jrmc2202
[3] podcasting
[3] socialaudio
[3] jrmc2202speakerseries
[2] clubhouse

Top Hashtags in Tweet in G4:
[53] smprofs
[13] prprofs
[10] superbowl
[5] smsports
[5] marketingtwitter
[4] freberg21
[3] frebergsm
[2] betterwithmms
[1] pr
[1] frebergalums

Top Hashtags in Tweet in G5:
[14] prprofs
[13] smprofs
[5] blackhistorymonth
[5] pr
[4] prdvirtualconf
[4] smc2021
[4] blackintheivory
[3] covid
[3] smle2022
[3] smmm2020

Top Hashtags in Tweet in G6:
[6] smprofs
[4] mimspr
[1] data
[1] smle2022

Top Hashtags in Tweet in G7:
[3] youtube
[1] scomup
[1] scomvlogging
[1] smprofs

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

Top Words
Top Words in Tweet in Entire Graph:
[419] jeremyhl
[371] docassar
[321] #smprofs
[320] nodexl
[189] aejmc_prd
[182] #prprofs
[171] kfreberg
[168] vivianfrancos
[149] unosmlre
[136] thartman2u

Top Words in Tweet in G1:
[356] jeremyhl
[344] docassar
[287] nodexl
[148] vivianfrancos
[133] aejmc_prd
[129] unosmlre
[128] #smprofs
[128] kfreberg
[125] thartman2u
[82] #prprofs

Top Words in Tweet in G2:
[89] #smprofs
[68] #smc2021
[66] #prprofs
[51] #smle2022
[39] jeremyhl
[27] #smmm2020
[25] aejmc_prd
[24] nodexl
[24] ap
[22] facebook

Top Words in Tweet in G3:
[26] #smprofs
[18] kimfoxwosu
[16] #socialmedia
[10] icymi
[8] fyi
[8] #goodread
[8] opinion
[8] itâ
[8] shot
[8] reputationâ

Top Words in Tweet in G4:
[53] #smprofs
[19] kfreberg
[17] social
[13] #prprofs
[11] students
[10] #superbowl
[10] book
[10] amazing
[10] love
[9] colleagues

Top Words in Tweet in G5:
[26] aejmc_prd
[14] #prprofs
[13] #smprofs
[13] jeremyhl
[10] papers
[9] call
[9] activism
[9] public
[9] relations
[9] drsmadden

Top Words in Tweet in G6:
[7] jeremyhl
[6] #smprofs
[6] mimspr
[5] twitter
[4] nodexl
[4] kfreberg
[4] kimfoxwosu
[4] aejmc_prd
[4] docassar
[4] #mimspr

Top Words in Tweet in G7:
[3] insight
[3] today
[3] conversations
[3] abelcom
[3] 82
[3] #youtube
[3] users
[3] past
[3] year
[3] reached

Top Words in Tweet in G8:
[5] #smprofs
[2] #prprofs
[2] see

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[138] nodexl,jeremyhl
[106] jeremyhl,kfreberg
[82] kfreberg,kimfoxwosu
[75] #smprofs,#prprofs
[74] #smprofs,nodexl
[59] jeremyhl,thartman2u
[52] nodexl,aejmc_prd
[52] aejmc_prd,jeremyhl
[51] thartman2u,docassar
[48] nodexl,thartman2u

Top Word Pairs in Tweet in G1:
[126] nodexl,jeremyhl
[88] jeremyhl,kfreberg
[67] #smprofs,nodexl
[67] kfreberg,kimfoxwosu
[58] jeremyhl,thartman2u
[50] thartman2u,docassar
[47] nodexl,aejmc_prd
[44] aejmc_prd,jeremyhl
[44] nodexl,thartman2u
[41] unosml,nodexl

Top Word Pairs in Tweet in G2:
[42] #smprofs,#prprofs
[29] #smle2022,#smc2021
[24] #smc2021,#smprofs
[18] #smc2021,#smle2022
[16] #smc2021,#smmm2020
[16] #prprofs,#smprofs
[15] social,media
[15] #smle2022,#smprofs
[12] ap,#smc2021
[12] ap,#smle2022

Top Word Pairs in Tweet in G3:
[9] #socialmedia,#smprofs
[8] #goodread,icymi
[8] icymi,opinion
[8] opinion,itâ
[8] itâ,shot
[8] shot,reputationâ
[8] reputationâ,lauren
[8] lauren,wolfe
[8] wolfe,wolfe321
[8] wolfe321,reacts

Top Word Pairs in Tweet in G4:
[10] #smprofs,#prprofs
[9] love,talkwalker
[9] talkwalker,free
[9] free,#superbowl
[9] #superbowl,social
[9] social,dashboard
[9] dashboard,ads
[9] ads,perfect
[9] perfect,share
[9] share,students

Top Word Pairs in Tweet in G5:
[9] public,relations
[8] call,papers
[8] papers,teaching
[8] teaching,activism
[8] activism,public
[8] relations,classroom
[8] classroom,editors
[8] editors,drsmadden
[8] drsmadden,scrayton
[8] scrayton,special

Top Word Pairs in Tweet in G6:
[4] jeremyhl,kfreberg
[4] kfreberg,kimfoxwosu
[3] kimfoxwosu,aejmc_prd
[3] nodexl,jeremyhl
[3] poof,semester
[3] semester,long
[3] long,twitter
[3] twitter,project
[3] project,started
[3] started,thank

Top Word Pairs in Tweet in G7:
[3] insight,today
[3] today,conversations
[3] conversations,abelcom
[3] abelcom,82
[3] 82,#youtube
[3] #youtube,users
[3] users,past
[3] past,year
[3] year,reached
[3] reached,platform

Top Word Pairs in Tweet in G8:
[2] #prprofs,#smprofs

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

Top Mentioned in G1:
@jeremyhl
@docassar
@vivianfrancos
@aejmc_prd
@kfreberg
@thartman2u
@unosmlre
@kimfoxwosu
@nodexl
@mimspr

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

Top Mentioned in G3:
@kimfoxwosu
@wolfe321
@nytimes
@twitterspaces
@joinclubhouse
@reeshahoward
@na_elguiddawy
@linkedin
@jmcquarterly
@auc

Top Mentioned in G4:
@kfreberg
@talkwalker
@juliangumbo
@adweek
@sagemedia_comm
@vancityreynolds
@mmschocolate
@mjkushin
@jeremyhl
@kimfoxwosu

Top Mentioned in G5:
@aejmc_prd
@jeremyhl
@drsmadden
@scrayton
@museumofpr
@aejmc
@drshardedavis
@kfreberg
@lashondaeaddy
@vivianfrancos

Top Mentioned in G6:
@mimspr
@jeremyhl
@twitter
@kfreberg
@kimfoxwosu
@aejmc_prd
@docassar
@canva
@nodexl
@unosmlre

Top Mentioned in G7:
@abelcom
@jana_duckett
@marcweinhouse
@youtube
@smdaybaltimore

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@businessinsider
@guardian
@tigerbeat
@nytimes
@bofflespoffle
@cnn
@tmz
@unos
@mjoehlerich

Top Tweeters in G1:
@unos
@mjoehlerich
@juliomayol
@michaelbathurst
@kf
@ccooke6685
@proyectosnolen1
@thenightgallery
@vivianfrancos
@glengilmore

Top Tweeters in G2:
@robinsnewswire
@businessinsider
@guardian
@cnn
@tmz
@dailymailuk
@zdnet
@ap
@spann
@buzzfeed

Top Tweeters in G3:
@tigerbeat
@nytimes
@bofflespoffle
@tinu
@buckleyswartz
@rashaabdulla
@yourecooler
@professorkim
@triplem
@dr_tindall

Top Tweeters in G4:
@adweek
@thatchristinag
@kfreberg
@markwschaefer
@amazon
@devmy_fr
@talkwalker
@textandacademic
@brianne2k
@juliangumbo

Top Tweeters in G5:
@diversityup
@willthewordguy
@adriwall
@karenrussell
@aejmc
@drsmadden
@magicalpr
@instituteforpr
@a
@ekinsky

Top Tweeters in G6:
@canva
@marketingprofs
@twitter
@marc_smith
@carollyon16
@mimspr
@gmu_prssa
@masoncommdept
@masonchss
@davidloughner

Top Tweeters in G7:
@youtube
@sgjcmsu
@jana_duckett
@abelcom
@smdaybaltimore
@marcweinhouse

Top Tweeters in G8:
@evgone
@greghoplamazian
@smprofessors
@odonnellnic
@viviana
@aoca


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