#SMProfs, Twitter, 5/29/2020 5:03:20 AM, 228464


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#SMProfs_2020-05-28_21-45-36.xlsx
#SMProfs_2020-05-28_21-45-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 29, 2020
Short Description:
#SMProfs via NodeXL https://bit.ly/2zHohGT
@kfreberg
@kimfoxwosu
@aejmc_prd
@aejmc
@frank_strong
@drmcar
@ginaluttrell
@jeremyhl
@mjkushin
@docassar

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

Description:
Description
The graph represents a network of 263 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, 29 May 2020 at 04:45 UTC.

The requested start date was Friday, 29 May 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 87-day, 23-hour, 28-minute period from Sunday, 01 March 2020 at 13:42 UTC to Thursday, 28 May 2020 at 13:11 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 : 263
Unique Edges : 203
Edges With Duplicates : 703
Total Edges : 906
Number of Edge Types : 5
Mentions : 193
Replies to : 19
Retweet : 185
MentionsInRetweet : 299
Tweet : 210
Self-Loops : 219
Reciprocated Vertex Pair Ratio : 0.0578512396694215
Reciprocated Edge Ratio : 0.109375
Connected Components : 16
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 225
Maximum Edges in a Connected Component : 846
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.579466
Graph Density : 0.00557280933445563
Modularity : 0.313987
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 263 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, 29 May 2020 at 04:45 UTC.

The requested start date was Friday, 29 May 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 87-day, 23-hour, 28-minute period from Sunday, 01 March 2020 at 13:42 UTC to Thursday, 28 May 2020 at 13:11 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:
[14] https://www.youtube.com/watch?v=-9OZCzZiuLY&feature=youtu.be

[6] https://www.talkwalker.com/covid-19-resources
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225152
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225155
[4] https://www.socialmediatoday.com/news/twitter-provides-examples-of-positive-brand-communications-amid-the-covid-1/574441/
[3] https://digiday.com/media/tiktok-is-coming-after-snapchat-with-a-new-augmented-reality-ad-format/
[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/aejmcspig/status/1234204294225780737
[2] https://www.adweek.com/digital/adweek-exclusive-how-the-sports-world-united-to-honor-the-pandemics-real-heroes/

Top URLs in Tweet in G1:
[3] https://www.engadget.com/2020/03/01/who-joins-tiktok-to-fight-coronavirus-misinformation/
[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/
[2] https://www.socialmediatoday.com/news/twitter-provides-examples-of-positive-brand-communications-amid-the-covid-1/574441/
[2] https://twitter.com/Adweek/status/1241408466884931593
[2] http://karenfreberg.com/blog/how-to-be-successful-in-zoom-class-client-presentations/?preview_id=6893&preview_nonce=4696b41422&preview=true&_thumbnail_id=6894
[2] http://karenfreberg.com/blog/how-to-be-successful-in-zoom-class-client-presentations/
[2] https://sproutsocial.com/insights/covid19-social-media-changes/
[2] https://digiday.com/media/tiktok-is-coming-after-snapchat-with-a-new-augmented-reality-ad-format/
[2] https://www.socialmediatoday.com/news/facebook-launches-new-support-tools-for-smbs-in-both-facebook-and-instagram/577706/

Top URLs in Tweet in G2:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225152
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225155
[2] https://apastyle.apa.org/blog/canceled-conferences?fbclid=IwAR19nHuIzZeqbVCnqX0YyYFZgmBNLWdlKWnukXSWEmtdR7CJybTJ5vtICiE
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225176
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225793
[1] https://twitter.com/i/web/status/1242440513644646401
[1] https://twitter.com/i/web/status/1242892478333755393
[1] https://www.socialmediatoday.com/news/google-announces-new-free-digital-skills-training-sessions-online/577735/
[1] https://digiday.com/media/tiktok-is-coming-after-snapchat-with-a-new-augmented-reality-ad-format/
[1] https://twitter.com/i/web/status/1243573935150706690

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/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://www.npr.org/2020/03/30/823724463/facebook-pledges-100-million-to-aid-news-outlets-hit-hard-by-pandemic
[1] http://english.ahram.org.eg/News/367960.aspx
[1] https://twitter.com/jsolomonReports/status/1265462985625141256
[1] https://twitter.com/i/web/status/1240999729582034945
[1] https://twitter.com/i/web/status/1247948219755171843

Top URLs in Tweet in G4:
[2] https://www.socialmediatoday.com/news/beware-of-virtue-signaling-in-brand-communications-about-covid-19/574168/
[1] https://mattkushin.com/2020/03/02/google-analytics-assignment-step-by-step-comm-research-class/
[1] http://karenfreberg.com/blog/how-to-teach-social-media-classes-with-clients-remotely-during-the-coronavirus/
[1] https://twitter.com/i/web/status/1240334668391690251
[1] https://www.socialmediatoday.com/news/twitter-provides-examples-of-positive-brand-communications-amid-the-covid-1/574441/
[1] https://twitter.com/i/web/status/1265612731387908098
[1] https://twitter.com/kfreberg/status/1244665236612886533
[1] https://twitter.com/i/web/status/1254850411288317957
[1] https://twitter.com/Talkwalker/status/1257645496522412034
[1] https://twitter.com/nikkisunstrum/status/1237407811614593025

Top URLs in Tweet in G5:
[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 G6:
[1] https://paper.li/Frank_Strong/1569807652?edition_id=544618e0-6e3a-11ea-8ba5-002590a5ba2d
[1] https://paper.li/Frank_Strong/1569807652?edition_id=226e0360-8504-11ea-9656-002590a5ba2d
[1] https://twitter.com/i/web/status/1253137932971622401
[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=b8eae100-7483-11ea-8ba5-002590a5ba2d

Top URLs in Tweet in G7:
[1] https://www.cnn.com/2020/03/18/tech/zuckerberg-facebook-coronavirus-response/index.html
[1] https://twitter.com/i/web/status/1240284140446134274
[1] https://www.socialmediatoday.com/news/instagram-launches-stay-home-sticker-and-story-to-encourage-social-distan/574628/
[1] https://twitter.com/i/web/status/1237029158758297601
[1] https://twitter.com/i/web/status/1250863994644107265
[1] https://twitter.com/i/web/status/1253024945468313607
[1] https://twitter.com/i/web/status/1249892674234171392

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1240089572865740802
[1] https://twitter.com/i/web/status/1240082780790214656

Top URLs in Tweet in G9:
[13] https://www.youtube.com/watch?v=-9OZCzZiuLY&feature=youtu.be

[1] https://twitter.com/i/web/status/1256029745185202177

Top URLs in Tweet in G10:
[5] https://www.talkwalker.com/covid-19-resources

Top Domains
Top Domains in Tweet in Entire Graph:
[141] twitter.com
[37] socialmediatoday.com
[18] youtube.com
[15] karenfreberg.com
[14] nodexlgraphgallery.org
[9] adweek.com
[9] digiday.com
[7] paper.li
[6] talkwalker.com
[4] hootsuite.com

Top Domains in Tweet in G1:
[83] twitter.com
[27] socialmediatoday.com
[13] karenfreberg.com
[9] adweek.com
[8] digiday.com
[5] youtube.com
[4] hootsuite.com
[3] engadget.com
[3] sproutsocial.com
[2] nytimes.com

Top Domains in Tweet in G2:
[14] twitter.com
[14] nodexlgraphgallery.org
[2] apa.org
[1] socialmediatoday.com
[1] digiday.com

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

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

Top Domains in Tweet in G5:
[6] twitter.com

Top Domains in Tweet in G6:
[5] paper.li
[2] twitter.com

Top Domains in Tweet in G7:
[5] twitter.com
[1] cnn.com
[1] socialmediatoday.com

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

Top Domains in Tweet in G9:
[13] youtube.com
[1] twitter.com

Top Domains in Tweet in G10:
[5] talkwalker.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[362] smprofs
[113] prprofs
[36] smsports
[19] aejmccheckin
[11] frebergsm
[11] sm
[10] socialmedia
[8] freberg20
[7] digmarung
[6] adobesummit



Top Hashtags in Tweet in G1:
[239] smprofs
[70] prprofs
[31] smsports
[9] frebergsm
[8] sm
[8] freberg20
[6] adobesummit
[2] brandtwitter
[2] kyderbyathome
[1] coronovirus

Top Hashtags in Tweet in G2:
[24] smprofs
[21] prprofs
[19] aejmccheckin
[3] prprofparents
[2] profs
[1] isolation
[1] marketing
[1] pr
[1] ai
[1] friday

Top Hashtags in Tweet in G3:
[19] smprofs
[11] prprofs
[7] socialmedia
[3] jrmc2202
[2] onlineteaching
[2] distancelearning
[1] cfp
[1] jrlweb
[1] tsh
[1] maythefourthbewithyou

Top Hashtags in Tweet in G4:
[18] smprofs
[6] prprofs
[2] virtualsxsw
[1] smsports
[1] teachsocial
[1] sm
[1] teacherappreciationweek

Top Hashtags in Tweet in G5:
[5] mimspr
[3] coronaeducation
[3] smprofs
[2] gitrdun
[1] socialmedia

Top Hashtags in Tweet in G6:
[4] smprofs
[2] prprofs
[1] mj

Top Hashtags in Tweet in G7:
[7] smprofs
[3] digmarung
[2] socialmediamanager
[1] dmprofs
[1] socialmediamanagement
[1] homeschooling
[1] grading

Top Hashtags in Tweet in G8:
[5] mooc
[5] mkt2x

Top Hashtags in Tweet in G9:
[12] smprofs

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[239] #smprofs
[73] kfreberg
[70] #prprofs
[31] #smsports
[30] social
[30] love
[28] media
[24] classes
[23] facebook
[21] tiktok

Top Words in Tweet in G2:
[36] aejmc_prd
[24] #smprofs
[21] #prprofs
[20] aejmc
[19] #aejmccheckin
[17] jeremyhl
[14] nodexl
[14] aejmc_lawp
[10] aejmc_ctm
[8] hope

Top Words in Tweet in G3:
[19] #smprofs
[11] #prprofs
[7] #socialmedia
[5] kimfoxwosu
[4] anthonyadornato
[4] great
[3] love
[3] more
[3] wtw
[3] jack

Top Words in Tweet in G4:
[18] #smprofs
[10] social
[9] media
[8] kfreberg
[8] mjkushin
[8] classes
[6] #prprofs
[5] students
[4] thank
[4] online

Top Words in Tweet in G5:
[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 G6:
[5] latest
[5] here's
[5] pr
[5] marketing
[5] profs
[5] sharing
[5] today
[5] thanks
[4] #smprofs
[2] mikejny

Top Words in Tweet in G7:
[7] #smprofs
[3] #digmarung
[3] account
[2] great
[2] article
[2] social
[2] media
[2] image
[2] class
[2] #socialmediamanager

Top Words in Tweet in G8:
[5] runbeagle
[5] reputation
[5] management
[5] digital
[5] world
[5] #mooc
[5] #mkt2x
[5] running
[5] again
[5] 2020

Top Words in Tweet in G9:
[13] teach
[13] social
[13] media
[13] school
[13] brianne2k
[13] full
[13] episode
[12] moreleo
[12] #smprofs
[11] #smp

Top Words in Tweet in G10:
[6] kfreberg
[5] wadds
[5] talkwalker
[5] great
[5] covid19
[5] resource
[5] co
[5] bstv4w7zln
[5] free
[5] reports

Top Word Pairs
Top Word Pairs in Tweet in G2:
[59] #prprofs,#smprofs
[27] aejmc,aejmc_prd
[24] nodexl,aejmc
[16] aejmc_prd,aejmc_ctm
[14] aejmc_ctm,jeremyhl
[11] hope,see
[10] see,aejmc_prd
[10] aejmc_prd,members
[9] members,#aejmccheckin
[9] #aejmccheckin,tonight

Top Word Pairs in Tweet in G3:
[18] #smprofs,#prprofs
[15] #socialmedia,#smprofs
[14] wtw,jack
[8] jack,good
[8] good,bad
[6] bad,#socialmedia
[6] #prprofs,specifically
[6] specifically,ability
[6] twitter,scavenger
[6] scavenger,hunt

Top Word Pairs in Tweet in G4:
[10] social,media
[7] #smprofs,#prprofs
[3] blog,intro
[3] intro,googleanalytics
[3] googleanalytics,assignment
[3] assignment,lab
[3] lab,guide
[3] guide,communication
[3] communication,research
[3] research,class

Top Word Pairs in Tweet in G5:
[9] twitter,chat
[3] chat,assignment
[3] #gitrdun,#coronaeducation
[3] #coronaeducation,#smprofs
[3] social,media
[3] media,social
[3] social,good
[3] helpful,tips

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

Top Word Pairs in Tweet in G7:
[5] great,article
[5] social,media
[5] #smprofs,#digmarung
[5] #smprofs,#socialmediamanager
[5] tweet,brand
[5] brand,account

Top Word Pairs in Tweet in G8:
[2] reputation,management
[2] management,digital
[2] digital,world
[2] world,#mooc
[2] #mooc,#mkt2x
[2] #mkt2x,running
[] running,again
[] again,2020
[] 2020,timely
[] timely,people

Top Word Pairs in Tweet in G9:
[5] teach,social
[5] social,media
[5] media,school
[5] school,brianne2k
[5] brianne2k,full
[5] full,episode
[5] moreleo,teach
[5] episode,#smprofs
[5] #smprofs,#smp

Top Word Pairs in Tweet in G10:
[13] kfreberg,wadds
[13] wadds,talkwalker
[13] talkwalker,great
[13] great,covid19
[13] covid19,resource
[13] resource,co
[12] co,bstv4w7zln
[12] bstv4w7zln,free
[11] free,reports
[] reports,each

Top Replied-To
Top Replied-To in Entire Graph:
@chipotletweets
@garyvee
@therock
@kesutherland777
@semrush
@taylrn
@vancityreynolds
@taylorlorenz
@marketingcloud
@carolynmaekim

Top Replied-To in G1:
@chipotletweets
@wadds
@kmatthews
@brianne2k
@angelairl
@carolynmaekim
@marketingcloud
@taylorlorenz
@vancityreynolds
@taylrn

Top Replied-To in G2:
@aejmc_prd

Top Replied-To in G3:

Top Replied-To in G4:
@mjkushin

Top Replied-To in G6:
@kfreberg

Top Mentioned
Top Mentioned in Entire Graph:
@kfreberg
@aejmc_prd
@aejmc
@brianne2k
@aejmc_lawp
@mjkushin
@sagemedia_comm
@moreleo
@cannes_lions
@jeremyhl

Top Mentioned in G1:
@kfreberg
@cannes_lions
@sagemedia_comm
@chipotletweets
@adobe
@mjkushin
@facebook
@agorapulse
@onepeloton
@google

Top Mentioned in G2:
@aejmc_prd
@aejmc
@aejmc_lawp
@jeremyhl
@nodexl
@aejmc_ctm
@jeremylittau
@csw_aejmc
@kfreberg
@adriwall

Top Mentioned in G3:
@kimfoxwosu
@anthonyadornato
@jack
@altvprof
@leighlwright
@aejmc
@nailaha
@brizzyc
@auc
@kfreberg

Top Mentioned in G4:
@kfreberg
@mjkushin
@googleanalytics
@smprofessors

Top Mentioned in G5:
@j1berger
@joshua_sowinski
@nevpr
@shawnouellett14
@alpenapr
@robertcialdini
@mariaduron
@some_eventful

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

Top Mentioned in G8:
@runbeagle

Top Mentioned in G9:
@brianne2k
@moreleo

Top Mentioned in G10:
@kfreberg
@wadds
@talkwalker

Top Tweeters
Top Tweeters in Entire Graph:
@chipotletweets
@tacobell
@craybo23
@shelbytmitchell
@forbes
@garyvee
@ravenlouivillen
@memasthree
@jeremyhl
@semrush

Top Tweeters in G1:
@chipotletweets
@tacobell
@shelbytmitchell
@forbes
@garyvee
@ravenlouivillen
@memasthree
@semrush
@rollingstone
@mike_allton

Top Tweeters in G2:
@jeremyhl
@ginidietrich
@natrellabot
@drmcar
@dr_tindall
@iotworlds
@adriwall
@aejmc
@jeremylittau
@magicalpr

Top Tweeters in G3:
@bali_maha
@brizzyc
@kimfoxwosu
@ircpresident
@stann2
@rmamby
@jack
@kylemiller89
@anthonyadornato
@marwa_ragaa

Top Tweeters in G4:
@amberhutchins
@petiteaitza
@nikkisunstrum
@ericminorwvu
@googleanalytics
@mjkushin
@rickard_scott
@smprofessors
@averbeckclass

Top Tweeters in G5:
@mariaduron
@some_eventful
@robertcialdini
@j1berger
@mimspr
@joshua_sowinski
@nevpr
@alpenapr
@shawnouellett14

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

Top Tweeters in G7:
@kellisburns
@gallicano
@ehornsbycomm
@odonnellnic
@colemcgowanpr
@digmaratung
@dmprofessors

Top Tweeters in G8:
@ivendigital
@katharinawolf
@sportandorgprof
@runbeagle
@gallantlydia
@mkt2x

Top Tweeters in G9:
@craybo23
@xvetteil
@ynwoticwhite
@courtneygooden4
@brianne2k
@moreleo

Top Tweeters in G10:
@wadds
@talkwalker
@katyhowell
@albaneflamant
@pakistanpr