#SMProfs, Twitter, 4/3/2020 5:55:12 AM, 224323


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#SMProfs_2020-04-02_21-43-09.xlsx
#SMProfs_2020-04-02_21-43-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 03, 2020
Short Description:
#SMProfs via NodeXL https://bit.ly/3aEhMCd
@kfreberg
@aejmc_prd
@kimfoxwosu
@ekinsky
@ginaluttrell
@mjkushin
@frank_strong
@holdsworthcomm
@adriwall
@todmeisner

Top hashtags:
#smprofs
#prprofs
#smsports
#sm
#frebergsm
#digmarung
#freberg20
#adobesummit
#socialmedia

Description:
Description
The graph represents a network of 225 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, 03 April 2020 at 04:43 UTC.

The requested start date was Friday, 03 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 60-day, 13-hour, 4-minute period from Saturday, 01 February 2020 at 12:42 UTC to Thursday, 02 April 2020 at 01:46 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 : 225
Unique Edges : 280
Edges With Duplicates : 272
Total Edges : 552
Number of Edge Types : 4
Mentions : 165
MentionsInRetweet : 210
Replies to : 15
Tweet : 162
Self-Loops : 162
Reciprocated Vertex Pair Ratio : 0.0707070707070707
Reciprocated Edge Ratio : 0.132075471698113
Connected Components : 12
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 195
Maximum Edges in a Connected Component : 514
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.742841
Graph Density : 0.00630952380952381
Modularity : 0.398145
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 225 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, 03 April 2020 at 04:43 UTC.

The requested start date was Friday, 03 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 60-day, 13-hour, 4-minute period from Saturday, 01 February 2020 at 12:42 UTC to Thursday, 02 April 2020 at 01:46 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:
[4] https://www.socialmediatoday.com/news/twitter-provides-examples-of-positive-brand-communications-amid-the-covid-1/574441/
[4] https://techcrunch.com/2020/02/12/ftc-influencer-marketing-law/
[3] https://www.engadget.com/2020/03/01/who-joins-tiktok-to-fight-coronavirus-misinformation/
[3] http://karenfreberg.com/blog/how-to-teach-social-media-classes-with-clients-remotely-during-the-coronavirus/
[2] https://twitter.com/steak_umm/status/1244714897293877254
[2] https://twitter.com/aejmcspig/status/1234204294225780737
[2] https://twitter.com/mattnavarra/status/1224082889228398593
[2] https://twitter.com/Ravens/status/1243560911975010305
[2] https://www.socialmediatoday.com/news/instagram-launches-stay-home-sticker-and-story-to-encourage-social-distan/574628/
[2] https://twitter.com/Adweek/status/1241408466884931593

Top URLs in Tweet in G1:
[3] https://www.engadget.com/2020/03/01/who-joins-tiktok-to-fight-coronavirus-misinformation/
[2] https://twitter.com/steak_umm/status/1244714897293877254
[2] https://twitter.com/mattnavarra/status/1224082889228398593
[2] http://karenfreberg.com/blog/2020-super-bowl-social-media-campaign-analysis/
[2] https://www.socialmediatoday.com/news/facebook-launches-new-pinterest-like-app-via-its-experimental-npe-team/572320/
[2] http://karenfreberg.com/blog/brand-twitters-impact-on-social-the-human-side-of-these-iconic-brands/
[2] https://www.socialmediatoday.com/news/facebook-publishes-new-data-on-the-growth-of-messaging-as-a-business-tool/572758/
[2] https://digiday.com/media/consultative-insider-launching-first-party-audience-tool/
[2] https://www.socialmediatoday.com/news/google-trends-and-tenor-team-up-on-new-gif-trends-tool/573163/
[2] http://karenfreberg.com/blog/how-to-teach-social-media-classes-with-clients-remotely-during-the-coronavirus/

Top URLs in Tweet in G2:
[4] https://techcrunch.com/2020/02/12/ftc-influencer-marketing-law/
[2] https://apastyle.apa.org/blog/canceled-conferences?fbclid=IwAR19nHuIzZeqbVCnqX0YyYFZgmBNLWdlKWnukXSWEmtdR7CJybTJ5vtICiE
[2] https://www.socialmediatoday.com/news/using-emojis-in-social-media-marketing-infographic/573673/
[1] https://twitter.com/i/web/status/1243573935150706690
[1] https://twitter.com/i/web/status/1237758110590214146
[1] https://twitter.com/i/web/status/1243530689368199172
[1] https://twitter.com/i/web/status/1242440513644646401
[1] https://twitter.com/i/web/status/1232386168525860866
[1] https://twitter.com/i/web/status/1242892478333755393
[1] https://twitter.com/adriwall/status/1225485586796077056

Top URLs in Tweet in G3:
[2] https://twitter.com/aejmcspig/status/1234204294225780737
[1] https://twitter.com/i/web/status/1240294436145434624
[1] https://twitter.com/TaylorLorenz/status/1224376503871340545
[1] https://twitter.com/sarahfrier/status/1224785463845634048
[1] https://twitter.com/socialmedia2day/status/1222074421264945153
[1] https://twitter.com/i/web/status/1240621083033812992
[1] https://www.thecut.com/2020/03/gossiping-over-instagram-just-got-a-lot-more-convenient.html
[1] https://twitter.com/i/web/status/1242770212468002822
[1] https://twitter.com/i/web/status/1240999729582034945
[1] https://twitter.com/hattabfatema/status/1234793668931981312

Top URLs in Tweet in G4:
[1] https://www.stukent.com/digital-summit/
[1] https://twitter.com/i/web/status/1227967674510123008
[1] https://www.socialmediatoday.com/news/beware-of-virtue-signaling-in-brand-communications-about-covid-19/574168/
[1] https://twitter.com/i/web/status/1240334668391690251
[1] http://karenfreberg.com/blog/how-to-teach-social-media-classes-with-clients-remotely-during-the-coronavirus/
[1] https://www.socialmediatoday.com/news/twitter-provides-examples-of-positive-brand-communications-amid-the-covid-1/574441/
[1] https://mattkushin.com/2020/03/02/google-analytics-assignment-step-by-step-comm-research-class/
[1] http://karenfreberg.com/blog/the-impact-of-coronovirus-on-academia-and-industry/
[1] https://www.socialmediatoday.com/news/facebook-launches-messenger-for-macos-in-selected-markets/573605/

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1232330279521529856
[1] https://www.socialmediatoday.com/news/beware-of-virtue-signaling-in-brand-communications-about-covid-19/574168/
[1] https://twitter.com/kfreberg/status/1244665236612886533
[1] https://twitter.com/adweek/status/1237451704444084229
[1] https://www.socialmediatoday.com/news/new-report-looks-at-the-impact-of-leaving-old-social-accounts-and-content-a/571508/
[1] https://twitter.com/nikkisunstrum/status/1237407811614593025

Top URLs in Tweet in G6:
[1] https://paper.li/Frank_Strong/1569807652?edition_id=b8eae100-7483-11ea-8ba5-002590a5ba2d
[1] https://paper.li/Frank_Strong/1569807652?edition_id=de853f50-4f94-11ea-af91-002590a5ba2d
[1] https://paper.li/Frank_Strong/1569807652?edition_id=843f2b40-60de-11ea-99c6-002590a5ba2d
[1] https://twitter.com/i/web/status/1236468096724078593
[1] https://paper.li/Frank_Strong/1569807652?edition_id=02cf8970-633a-11ea-99c6-002590a5ba2d
[1] https://paper.li/Frank_Strong/1569807652?edition_id=60cc1fc0-4882-11ea-9230-002590a5ba2d
[1] https://paper.li/Frank_Strong/1569807652?edition_id=544618e0-6e3a-11ea-8ba5-002590a5ba2d

Top URLs in Tweet in G7:
[1] https://twitter.com/NathalieGregg/status/1244577776474173446
[1] https://twitter.com/i/web/status/1238184036687917056
[1] https://twitter.com/i/web/status/1241329680000704513
[1] https://twitter.com/i/web/status/1236395810520281089
[1] https://twitter.com/i/web/status/1242512372234948613
[1] https://twitter.com/Some_Eventful/status/1244614644808859651

Top URLs in Tweet in G8:
[1] https://www.pewresearch.org/fact-tank/2019/12/20/10-tech-related-trends-that-shaped-the-decade/
[1] https://edex.adobe.com/

Top URLs in Tweet in G9:
[2] https://join.theclikk.com/ref/oj33748088/
[1] https://twitter.com/i/web/status/1231002591796002828
[1] https://todmeisner.com/top-social-media-and-digital-marketing-certifications/

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1240089572865740802
[1] https://twitter.com/i/web/status/1240082780790214656

Top Domains
Top Domains in Tweet in Entire Graph:
[105] twitter.com
[29] socialmediatoday.com
[11] digiday.com
[11] karenfreberg.com
[8] paper.li
[4] engadget.com
[4] cnn.com
[4] techcrunch.com
[3] stukent.com
[3] adweek.com

Top Domains in Tweet in G1:
[59] twitter.com
[18] socialmediatoday.com
[11] digiday.com
[9] karenfreberg.com
[4] engadget.com
[3] adweek.com
[2] cnn.com
[2] stukent.com
[2] prweek.com
[1] tubefilter.com

Top Domains in Tweet in G2:
[9] twitter.com
[4] techcrunch.com
[4] socialmediatoday.com
[2] apa.org
[1] cnn.com

Top Domains in Tweet in G3:
[13] twitter.com
[1] thecut.com
[1] ripl.com

Top Domains in Tweet in G4:
[3] socialmediatoday.com
[2] twitter.com
[2] karenfreberg.com
[1] stukent.com
[1] mattkushin.com

Top Domains in Tweet in G5:
[4] twitter.com
[2] socialmediatoday.com

Top Domains in Tweet in G6:
[6] paper.li
[1] twitter.com

Top Domains in Tweet in G7:
[6] twitter.com

Top Domains in Tweet in G8:
[1] pewresearch.org
[1] adobe.com

Top Domains in Tweet in G9:
[2] theclikk.com
[1] twitter.com
[1] todmeisner.com

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[279] smprofs
[94] prprofs
[22] smsports
[12] sm
[8] frebergsm
[8] digmarung
[7] freberg20
[6] adobesummit
[6] socialmedia
[6] dei



Top Hashtags in Tweet in G1:
[174] smprofs
[48] prprofs
[21] smsports
[9] sm
[6] superbowl
[6] freberg20
[6] frebergsm
[3] adobesummit
[2] sbliv
[2] brandtwitter

Top Hashtags in Tweet in G2:
[27] smprofs
[20] prprofs
[6] dei
[4] lrnsmpr
[4] digmarung
[2] prprofparents
[2] profs
[2] pandemicprofs
[1] academicinfluencers
[1] isolation

Top Hashtags in Tweet in G3:
[19] smprofs
[12] prprofs
[4] socialmedia
[3] jrmc2202
[2] cfp
[2] onlineteaching
[2] distancelearning
[2] fellowship
[1] socialemedia
[1] jrlweb

Top Hashtags in Tweet in G4:
[12] smprofs
[6] prprofs
[3] fb
[3] stukentds20
[1] prdvirtualconf
[1] sm
[1] teachsocial
[1] coronovirus

Top Hashtags in Tweet in G5:
[8] smprofs
[2] virtualsxsw
[1] prprofs

Top Hashtags in Tweet in G6:
[6] smprofs
[3] prprofs
[1] mj

Top Hashtags in Tweet in G7:
[5] mimspr
[3] coronaeducation
[3] smprofs
[2] gitrdun
[1] socialmedia

Top Hashtags in Tweet in G8:
[5] smprofs
[3] adobesummit
[1] freberg20
[1] frebergsm
[1] edtech
[1] highered
[1] education

Top Hashtags in Tweet in G9:
[4] smprofs
[1] smsports
[1] frebergsm

Top Hashtags in Tweet in G10:
[4] mooc
[4] mkt2x

Top Words
Top Words in Tweet in Entire Graph:
[306] Words in Sentiment List#1: Positive
[39] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5965] Non-categorized Words
[6310] Total Words
[278] #smprofs
[94] #prprofs
[89] kfreberg
[41] social
[36] classes

Top Words in Tweet in G1:
[173] #smprofs
[56] kfreberg
[48] #prprofs
[25] classes
[24] facebook
[24] love
[21] #smsports
[19] tiktok
[18] students
[16] social

Top Words in Tweet in G2:
[27] #smprofs
[20] #prprofs
[12] ginaluttrell
[10] aejmc_prd
[10] marketing
[10] adriwall
[7] virtual
[7] looking
[6] include
[6] #dei

Top Words in Tweet in G3:
[19] #smprofs
[12] #prprofs
[7] kimfoxwosu
[6] anthonyadornato
[5] opp
[5] aejmc_prd
[4] wow
[4] #socialmedia
[4] love
[4] more

Top Words in Tweet in G4:
[12] #smprofs
[12] kfreberg
[6] mjkushin
[6] classes
[6] #prprofs
[5] social
[5] media
[5] online
[5] students
[5] class

Top Words in Tweet in G5:
[8] #smprofs
[3] kfreberg
[3] amazing
[2] social
[2] such
[2] opportunity
[2] check
[2] #virtualsxsw
[2] share
[2] classes

Top Words in Tweet in G6:
[6] latest
[6] here's
[6] pr
[6] marketing
[6] profs
[6] sharing
[6] today
[6] thanks
[6] #smprofs
[3] #prprofs

Top Words in Tweet in G7:
[6] chat
[5] #mimspr
[4] social
[3] twitter
[3] #coronaeducation
[3] #smprofs
[2] crisis
[2] assignment
[2] pr
[2] #gitrdun

Top Words in Tweet in G8:
[6] super
[6] adobe
[5] #smprofs
[4] kfreberg
[4] educators
[3] impressed
[3] embracing
[3] virtual
[3] event
[3] doing

Top Words in Tweet in G9:
[5] social
[5] media
[4] #smprofs
[4] here's
[4] comprehensive
[4] list
[4] both
[4] free
[4] paid
[4] digital

Top Words in Tweet in G10:
[4] runbeagle
[4] reputation
[4] management
[4] digital
[4] world
[4] #mooc
[4] #mkt2x
[4] running
[4] again
[4] 2020

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[63] #smprofs,#prprofs
[34] social,media
[29] #prprofs,#smprofs
[19] #smprofs,#smsports
[16] kfreberg,love
[14] love,#smprofs
[9] huge,professors
[9] professors,students
[9] students,cannes_lions
[9] cannes_lions,giving

Top Word Pairs in Tweet in G1:
[40] #smprofs,#prprofs
[18] #smprofs,#smsports
[15] kfreberg,love
[14] love,#smprofs
[12] social,media
[8] fyi,#smprofs
[8] #prprofs,#smprofs
[7] super,bowl
[7] huge,professors
[7] professors,students

Top Word Pairs in Tweet in G2:
[18] #prprofs,#smprofs
[6] #smprofs,looking
[6] looking,include
[6] include,#dei
[6] #dei,principles
[6] principles,class
[6] class,don
[6] don,miss
[6] miss,session
[6] session,hosted

Top Word Pairs in Tweet in G3:
[12] #smprofs,#prprofs
[3] great,opp
[3] twitter,scavenger
[3] scavenger,hunt
[2] anthonyadornato,leighlwright
[2] oh,wow
[2] wow,#smprofs
[2] true,set
[2] set,daily
[2] daily,time

Top Word Pairs in Tweet in G4:
[5] social,media
[4] #smprofs,#prprofs
[4] personal,branding
[3] here's,brand
[3] brand,crisis
[3] crisis,response
[3] response,activity
[3] activity,social
[3] media,pr
[3] pr,online

Top Word Pairs in Tweet in G5:
[2] such,amazing
[2] amazing,opportunity
[2] opportunity,#smprofs
[2] #smprofs,check
[2] check,#virtualsxsw
[2] #virtualsxsw,share
[2] share,classes

Top Word Pairs in Tweet in G6:
[6] latest,here's
[6] here's,pr
[6] pr,marketing
[6] marketing,profs
[6] profs,sharing
[6] sharing,today
[6] today,thanks
[3] #smprofs,#prprofs
[2] mikejny,#smprofs
[2] thanks,kmatthews

Top Word Pairs in Tweet in G7:
[3] twitter,chat
[2] chat,assignment
[2] #gitrdun,#coronaeducation
[2] #coronaeducation,#smprofs
[2] social,media
[2] media,social
[2] social,good
[2] helpful,tips

Top Word Pairs in Tweet in G8:
[3] kfreberg,super
[3] super,impressed
[3] impressed,adobe
[3] adobe,embracing
[3] embracing,virtual
[3] virtual,event
[3] event,doing
[3] doing,super
[3] super,well
[3] well,#adobesummit

Top Word Pairs in Tweet in G9:
[5] social,media
[4] here's,comprehensive
[4] comprehensive,list
[4] list,both
[4] both,free
[4] free,paid
[4] paid,social
[4] media,digital
[4] digital,marketing
[4] marketing,certifications

Top Word Pairs in Tweet in G10:
[4] reputation,management
[4] management,digital
[4] digital,world
[4] world,#mooc
[4] #mooc,#mkt2x
[4] #mkt2x,running
[4] running,again
[4] again,2020
[4] 2020,timely
[4] timely,people

Top Replied-To
Top Replied-To in Entire Graph:
@cmcphillips
@kfreberg
@marketingcloud
@chipotletweets
@carolynmaekim
@angelairl
@vincenzolandino
@juliangumbo
@accordingtofred
@mattel

Top Replied-To in G1:
@cmcphillips
@twitteru
@linhumphrey
@mattel
@accordingtofred
@juliangumbo
@vincenzolandino
@angelairl
@carolynmaekim
@chipotletweets

Top Replied-To in G3:
@ksuprssa

Top Replied-To in G5:
@kfreberg

Top Replied-To in G6:
@kfreberg

Top Mentioned
Top Mentioned in Entire Graph:
@kfreberg
@aejmc_prd
@adriwall
@ginaluttrell
@mjkushin
@cannes_lions
@facebook
@adobe
@kimfoxwosu
@anthonyadornato

Top Mentioned in G1:
@kfreberg
@facebook
@cannes_lions
@mjkushin
@aejmc_prd
@adobe
@stukentapp
@adweek
@steak_umm
@jeep

Top Mentioned in G2:
@ginaluttrell
@aejmc_prd
@adriwall
@ae
@dr_tindall
@kevinbacon
@kfreberg
@curlygnat
@drtiacmtyree
@newhousesu

Top Mentioned in G3:
@kimfoxwosu
@anthonyadornato
@aejmc_prd
@kfreberg
@altvprof
@leighlwright
@csw_aejmc
@aejmc
@nailaha
@ou_bscc

Top Mentioned in G4:
@kfreberg
@mjkushin
@stukentapp
@googleanalytics
@lindamgoulet1
@adriwall
@aejmc_prd
@smprofessors
@stu
@stukent

Top Mentioned in G5:
@kfreberg
@cmcphillips
@cbarrows
@vincenzolandino
@mike_stelzner
@jonathandgaby
@mkobach
@juliangumbo
@adweek
@mjkushin

Top Mentioned in G6:
@mikejny
@kmatthews
@ekinsky
@sinanaral
@professorgary
@davidaaker
@richbecker
@dbreakenridge
@adriwall

Top Mentioned in G7:
@j1berger
@joshua_sowinski
@nevpr
@shawnouellett14
@alpenapr
@robertcialdini
@mariaduron
@some_eventful

Top Mentioned in G8:
@adobe
@kfreberg
@josieahlquist

Top Mentioned in G9:
@todmeisner
@cardinals
@kfreberg
@aflac

Top Mentioned in G10:
@runbeagle

Top Tweeters
Top Tweeters in Entire Graph:
@chipotletweets
@washingtonpost
@shelbytmitchell
@giuliog
@thenextweb
@ravenlouivillen
@memasthree
@ginidietrich
@rollingstone
@vincenzolandino

Top Tweeters in G1:
@chipotletweets
@washingtonpost
@shelbytmitchell
@giuliog
@thenextweb
@ravenlouivillen
@memasthree
@rollingstone
@google
@bravotv

Top Tweeters in G2:
@ginidietrich
@drmcar
@urbansqr
@dr_tindall
@derekdevries
@adriwall
@martinwaxman
@magicalpr
@drsmadden
@newhousesu

Top Tweeters in G3:
@bali_maha
@brizzyc
@kimfoxwosu
@ircpresident
@stann2
@nabjstudents
@aejmc
@kylemiller89
@anthonyadornato
@noranaelkheir

Top Tweeters in G4:
@amberhutchins
@stu
@ericminorwvu
@googleanalytics
@mjkushin
@meganweinkauf
@rickard_scott
@gallicano
@stukentapp
@lindamgoulet1

Top Tweeters in G5:
@vincenzolandino
@cbarrows
@adweek
@jonathandgaby
@mike_stelzner
@cmcphillips
@nikkisunstrum
@mkobach
@juliangumbo
@smprofessors

Top Tweeters in G6:
@dbreakenridge
@mikejny
@kmatthews
@professorgary
@frank_strong
@richbecker
@ekinsky
@sinanaral
@davidaaker

Top Tweeters in G7:
@mariaduron
@some_eventful
@robertcialdini
@j1berger
@mimspr
@joshua_sowinski
@nevpr
@alpenapr
@shawnouellett14

Top Tweeters in G8:
@adobe
@demanddarrell
@adobesummit
@josieahlquist
@himan_seth
@mattniemitz
@bourboncityboy

Top Tweeters in G9:
@cardinals
@todmeisner
@jankutschera
@marcbulandr
@drmrsworley
@aflac

Top Tweeters in G10:
@katharinawolf
@sportandorgprof
@runbeagle
@gallantlydia
@mkt2x


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