#SMProfs, Twitter, 12/26/2020 1:06:29 PM, 244185


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#SMProfs_2020-12-25_21-43-10.xlsx
#SMProfs_2020-12-25_21-43-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 26, 2020
Short Description:
#SMProfs via NodeXL https://bit.ly/3hiGQCN
@kfreberg
@jeremyhl
@kimfoxwosu
@docassar
@aejmc_prd
@ginaluttrell
@vivianfrancos
@thartman2u
@unosmlre
@aejmc

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

Description:
Description
The graph represents a network of 324 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 Saturday, 26 December 2020 at 05:44 UTC.

The requested start date was Friday, 25 December 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 84-day, 18-hour, 7-minute period from Thursday, 01 October 2020 at 00:30 UTC to Thursday, 24 December 2020 at 18:37 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 : 324
Unique Edges : 443
Edges With Duplicates : 1803
Total Edges : 2246
Number of Edge Types : 5
Mentions : 878
MentionsInRetweet : 866
Retweet : 278
Replies to : 22
Tweet : 202
Self-Loops : 203
Reciprocated Vertex Pair Ratio : 0.0737812911725955
Reciprocated Edge Ratio : 0.137423312883436
Connected Components : 16
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 287
Maximum Edges in a Connected Component : 2197
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.885568
Graph Density : 0.00778771547605397
Modularity : 0.235017
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 324 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 Saturday, 26 December 2020 at 05:44 UTC.

The requested start date was Friday, 25 December 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 84-day, 18-hour, 7-minute period from Thursday, 01 October 2020 at 00:30 UTC to Thursday, 24 December 2020 at 18:37 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:
[15] https://todmeisner.com/top-social-media-and-digital-marketing-certifications/
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239775
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241451
[7] https://www.youtube.com/playlist?list=PLPIojo2mrB9ITREEQATDJ0ZedyFkU7cPW

[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236903
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242148
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243510
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239575
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242537
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238936

Top URLs in Tweet in G1:
[2] https://www.stukent.com/digital-summit/
[2] https://twitter.com/meojobs/status/1312780841920204802
[2] https://www.adweek.com/brand-marketing/ocean-spray-joins-the-viral-dreams-meme-and-surprises-tiktoker-with-a-cranberry-red-truck/
[2] http://karenfreberg.com/blog/emily-in-paris-a-social-media-professors-perspective/
[2] https://www.socialmediatoday.com/news/zoom-launches-paid-events-platform-begins-testing-end-to-end-encryption/587050/
[2] https://www.socialmediatoday.com/news/tiktok-tests-new-learn-feed-to-boost-educational-content-on-the-platform/588491/
[2] https://www.socialmediatoday.com/news/snapchat-acquires-tiktok-for-music-creation-app-voisey/589505/
[2] http://karenfreberg.com/blog/managing-class-client-projects-in-the-middle-of-a-global-pandemic/
[1] https://twitter.com/i/web/status/1341867159371169792
[1] https://www.adweek.com/digital/influencers-instagram-reels-longer-threat-tiktok/

Top URLs in Tweet in G2:
[6] https://www.youtube.com/playlist?list=PLPIojo2mrB9ITREEQATDJ0ZedyFkU7cPW

[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239775
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236903
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237931
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242148
[3] https://apnews.com/db8401328056e09b2ac63595cb9da4eb
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239575
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238936
[2] https://apnews.com/article/ec529ef85c1e72cefe0ae9450e118b9c
[2] https://unomaha.zoom.us/webinar/register/WN_CtNYpD8_S-uMl3rFSO5-zw

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239775
[4] https://www.bitchmedia.org/article/tiktok-death-and-suicide-videos-trending?utm_medium=email&utm_source=engagingnetworks&utm_campaign=WR+w/Justseeds+ad+10.24.2020&utm_content=WR+w/Justseeds+ad+10.24.2020
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242982
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243510
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242537
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242975
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239574
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239575
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241451
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243718

Top URLs in Tweet in G4:
[4] https://aejmc.us/jpre/calls-for-papers/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241451
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243510
[3] https://aejmc.us/jpre/2020/08/15/graph-interpretation-exercises-for-the-public-relations-classroom-an-environmental-scan/
[3] https://mattkushin.com/2020/11/02/social-media-analytics-class-activity-keyhole-hashtag/
[2] https://www.usa.gov/how-to-vote
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239575
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239775
[1] https://twitter.com/newsengagement/status/1313164100604768256
[1] https://apnews.com/article/1246ed1fe238971bb2509e0a8f76b0a6

Top URLs in Tweet in G5:
[1] https://twitter.com/whoisetu/status/1338565697186590720
[1] https://edition.cnn.com/2020/10/06/tech/facebook-trump-covid-flu-false/index.html
[1] https://www.nydailynews.com/news/national/ny-president-trump-twitter-locked-ny-post-20201006-gnv5wacehfd5fantuv4hiv2rpm-story.html
[1] https://docs.google.com/document/d/1MP094ppXsdySDRGsRMmP7HXGaU45_Shvf4Is1d2LrA8/edit?usp=sharing
[1] https://www.axios.com/newsletters/axios-am-4359b267-db8f-4b00-90af-e5b2c463e5ae.html?chunk=0&utm_term=twsocialshare#story0
[1] https://www.nytimes.com/2020/10/09/technology/twitter-election-ban-features.html
[1] https://www.pewresearch.org/politics/2020/10/15/differences-in-how-democrats-and-republicans-behave-on-twitter/
[1] https://twitter.com/erickmsanchez/status/1319074553017081858
[1] https://twitter.com/MichaelSocolow/status/1325264133311311872
[1] https://twitter.com/nanaslugdiva/status/1328167246330437634

Top URLs in Tweet in G6:
[1] https://www.sujobopps.com/postings/85438
[1] https://twitter.com/i/web/status/1341460796384096269
[1] https://twitter.com/i/web/status/1329492531860676612
[1] https://twitter.com/i/web/status/1329782669572513792

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1312129135959928832

Top URLs in Tweet in G8:
[1] https://paper.li/LC_Milano/1502018698?edition_id=fff53b80-135d-11eb-b3cd-002590a5ba2d
[1] https://www.adweek.com/sponsored/producing-social-video-doesnt-have-to-break-marketers-backs-or-budgets/
[1] https://twitter.com/i/web/status/1321076181618360321
[1] https://twitter.com/i/lists/733880976086990848
[1] https://www.instagram.com/accounts/login/?next=/reel/CITfPKHjjYt/%3Figshid%3D1cd74lzwhxhq
[1] https://twitter.com/i/web/status/1338551195498115082
[1] https://www.facebook.com/37617714/posts/10105123061251357/?d=n

Top URLs in Tweet in G10:
[3] https://twitter.com/newsengagement/status/1313164100604768256

Top Domains
Top Domains in Tweet in Entire Graph:
[149] twitter.com
[125] nodexlgraphgallery.org
[33] apnews.com
[24] adweek.com
[23] socialmediatoday.com
[15] todmeisner.com
[11] youtube.com
[8] aejmc.us
[7] buzzfeednews.com
[7] karenfreberg.com

Top Domains in Tweet in G1:
[86] twitter.com
[23] adweek.com
[20] socialmediatoday.com
[7] karenfreberg.com
[2] stukent.com
[2] adobe.com
[1] fastcompany.com
[1] beulr.com
[1] digiday.com
[1] fb.com

Top Domains in Tweet in G2:
[47] nodexlgraphgallery.org
[32] apnews.com
[23] twitter.com
[9] youtube.com
[6] buzzfeednews.com
[5] businessinsider.com
[2] nbcnews.com
[2] zoom.us
[2] cnbc.com
[1] theintercept.com

Top Domains in Tweet in G3:
[59] nodexlgraphgallery.org
[10] twitter.com
[4] bitchmedia.org
[1] youtube.com
[1] usa.gov
[1] usaspending.gov
[1] miamiherald.com
[1] nytimes.com

Top Domains in Tweet in G4:
[18] nodexlgraphgallery.org
[8] aejmc.us
[5] twitter.com
[4] mattkushin.com
[2] usa.gov
[2] socialmediatoday.com
[1] apnews.com
[1] sagepub.com
[1] youtube.com
[1] fullerton.edu

Top Domains in Tweet in G5:
[9] twitter.com
[2] nytimes.com
[2] techcrunch.com
[1] cnn.com
[1] nydailynews.com
[1] google.com
[1] axios.com
[1] pewresearch.org
[1] artnet.com
[1] campaignlive.com

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

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

Top Domains in Tweet in G8:
[3] twitter.com
[1] paper.li
[1] adweek.com
[1] instagram.com
[1] facebook.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[498] smprofs
[209] prprofs
[154] smc2021
[126] smmm2020
[85] socialmedia
[64] omaha2020
[49] aejmcchats
[38] data
[35] pr
[34] smsports



Top Hashtags in Tweet in G1:
[193] smprofs
[20] prprofs
[12] frebergpr
[11] smsports
[4] emilyinparis
[3] smm
[3] adobemax
[3] freberg21
[3] academictwitter
[3] marketingtwitter

Top Hashtags in Tweet in G2:
[125] smprofs
[109] smc2021
[84] smmm2020
[77] prprofs
[26] omaha2020
[19] aejmcchats
[15] smle2022
[15] data
[12] covid
[8] socialmedia

Top Hashtags in Tweet in G3:
[65] smprofs
[55] prprofs
[38] smc2021
[37] socialmedia
[35] smmm2020
[33] omaha2020
[23] aejmc2020
[22] pr
[18] data
[17] aejmcchats

Top Hashtags in Tweet in G4:
[49] smprofs
[49] prprofs
[13] aejmcchats
[7] smc2021
[7] smmm2020
[6] prteachingtips
[6] brilliancefromtheteachingcommittee
[5] data
[5] socialmedia
[5] omaha2020

Top Hashtags in Tweet in G5:
[27] socialmedia
[26] smprofs
[6] podcasting
[3] jrmc2202
[2] metoo
[1] jrlweb
[1] axiosam
[1] presidentelectbiden
[1] prprofs
[1] egypt

Top Hashtags in Tweet in G6:
[5] prprofs
[5] smprofs
[4] nca2020
[2] pr
[1] leadership
[1] careers
[1] publicrelations

Top Hashtags in Tweet in G7:
[9] mimspr
[2] smprofs
[1] proudprof

Top Hashtags in Tweet in G8:
[9] smprofs
[4] socialmedia
[1] prprofs
[1] academicchatter
[1] majimbo
[1] twitterati
[1] socialmediauwl
[1] socialmediamanager
[1] educators
[1] influencers

Top Hashtags in Tweet in G9:
[1] digitalmarketing
[1] smprofs
[1] mkt512

Top Hashtags in Tweet in G10:
[4] newsengagementday
[4] socialmedia
[4] smprofs

Top Words
Top Words in Tweet in Entire Graph:
[498] #smprofs
[219] jeremyhl
[209] #prprofs
[154] #smc2021
[126] #smmm2020
[125] nodexl
[125] docassar
[120] aejmc_prd
[113] aejmc
[85] kfreberg

Top Words in Tweet in G1:
[193] #smprofs
[33] kfreberg
[20] #prprofs
[18] students
[18] amazing
[17] thank
[15] sure
[14] share
[14] social
[13] media

Top Words in Tweet in G2:
[125] #smprofs
[109] #smc2021
[97] jeremyhl
[84] #smmm2020
[77] #prprofs
[60] docassar
[48] nodexl
[41] ap
[36] twitter
[34] aejmc

Top Words in Tweet in G3:
[79] jeremyhl
[65] #smprofs
[61] nodexl
[55] #prprofs
[53] aejmc
[49] docassar
[38] aejmc_prd
[38] #smc2021
[37] #socialmedia
[36] top

Top Words in Tweet in G4:
[68] call
[59] aejmc_prd
[54] public
[54] relations
[52] special
[49] #smprofs
[49] #prprofs
[48] drsmadden
[42] teaching
[42] activism

Top Words in Tweet in G5:
[27] #socialmedia
[26] #smprofs
[25] kimfoxwosu
[14] kinds
[14] awesome
[14] remix
[14] durrellyrell's
[14] commercial
[14] bangin
[14] honda

Top Words in Tweet in G6:
[9] newhousepr
[9] program
[9] newhousesu
[9] looking
[9] chair
[9] join
[9] ginaluttrell
[7] next
[7] make
[7] leap

Top Words in Tweet in G7:
[9] #mimspr
[8] mimspr
[8] sharing
[7] more
[7] professor
[7] ask
[7] thank
[7] students
[7] lessons
[7] learned

Top Words in Tweet in G8:
[9] #smprofs
[5] students
[4] #socialmedia
[4] pr
[2] made
[2] twitter
[2] list
[2] good
[2] follows
[2] discover

Top Words in Tweet in G10:
[4] today
[4] #newsengagementday
[4] let's
[4] share
[4] #socialmedia
[4] knowledge
[4] #smprofs
[3] aejmcspig

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[114] #smprofs,#prprofs
[71] #smmm2020,#smc2021
[59] social,media
[56] #smc2021,#smprofs
[56] public,relations
[47] jeremyhl,docassar
[40] top,hashtags
[40] #prprofs,#smprofs
[40] call,papers
[40] papers,teaching

Top Word Pairs in Tweet in G1:
[14] #smprofs,#prprofs
[11] make,sure
[11] social,media
[11] emily,paris
[10] #smprofs,#smsports
[9] fellow,#smprofs
[8] sure,check
[8] #smprofs,#frebergpr
[6] fyi,#smprofs
[6] kfreberg,#smprofs

Top Word Pairs in Tweet in G2:
[65] #smmm2020,#smc2021
[63] #smprofs,#prprofs
[49] #smc2021,#smprofs
[22] ap,#smmm2020
[20] nodexl,jeremyhl
[18] jeremyhl,docassar
[13] #smc2021,#smle2022
[13] social,media
[13] #smc2021,#smmm2020
[13] docassar,thartman2u

Top Word Pairs in Tweet in G3:
[36] top,hashtags
[23] #smprofs,#prprofs
[20] jeremyhl,docassar
[16] #smc2021,#smmm2020
[14] nodexl,aejmc
[13] hashtags,#prprofs
[13] #smmm2020,#socialmedia
[12] nodexl,jeremyhl
[11] #smprofs,nodexl
[11] nodexl,kfreberg

Top Word Pairs in Tweet in G4:
[54] public,relations
[38] call,papers
[38] papers,teaching
[38] teaching,activism
[38] activism,public
[38] relations,classroom
[38] classroom,eds
[38] eds,drsmadden
[38] drsmadden,scrayton
[27] #prprofs,#smprofs

Top Word Pairs in Tweet in G5:
[18] #socialmedia,#smprofs
[14] kinds,awesome
[14] awesome,remix
[14] remix,durrellyrell's
[14] durrellyrell's,commercial
[14] commercial,bangin
[14] bangin,honda
[14] honda,ing
[14] ing,hope
[14] hope,something

Top Word Pairs in Tweet in G6:
[9] newhousepr,program
[9] program,newhousesu
[7] looking,next
[7] next,chair
[7] chair,newhousepr
[7] newhousesu,make
[7] make,leap
[7] leap,join
[6] ginaluttrell,looking
[6] join,th

Top Word Pairs in Tweet in G7:
[7] more,professor
[7] professor,ask
[7] ask,thank
[7] thank,#mimspr
[7] #mimspr,students
[7] students,sharing
[7] sharing,lessons
[7] lessons,learned
[7] learned,live
[6] mimspr,more

Top Word Pairs in Tweet in G8:
[2] made,twitter
[2] twitter,list
[2] list,good
[2] good,follows
[2] follows,pr
[2] pr,students
[2] students,discover
[2] discover,awesome
[2] awesome,pr
[2] pr,mktg

Top Word Pairs in Tweet in G10:
[4] today,#newsengagementday
[4] #newsengagementday,let's
[4] let's,share
[4] share,#socialmedia
[4] #socialmedia,knowledge
[4] knowledge,#smprofs
[3] aejmcspig,today

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jeremyhl
@aejmc_prd
@docassar
@aejmc
@kfreberg
@drsmadden
@thartman2u
@unosmlre
@prsaeducators
@nodexl

Top Mentioned in G1:
@kfreberg
@adweek
@netflix
@adobe
@jesszafarris
@adobeforedu
@aejmc_prd
@katieeperry
@adamilenich
@hootsuite

Top Mentioned in G2:
@jeremyhl
@ap
@docassar
@aejmc
@twitter
@facebook
@thartman2u
@nodexl
@ccooke6685
@unosmlre

Top Mentioned in G3:
@jeremyhl
@docassar
@aejmc
@aejmc_prd
@kfreberg
@prsaeducators
@unosmlre
@thartman2u
@csw_aejmc
@ccooke6685

Top Mentioned in G4:
@aejmc_prd
@drsmadden
@scrayton
@jeremyhl
@aejmc
@docassar
@prsaeducators
@kfreberg
@keyholeco
@jamifullerton

Top Mentioned in G5:
@kimfoxwosu
@durrellyrell
@honda
@newslitproject
@spotify
@techcrunch
@nytimes
@egyptianstreets
@richardberryuk
@dr_tindall

Top Mentioned in G6:
@newhousepr
@newhousesu
@ginaluttrell
@slpsyracuse
@naturecomms
@adriwall
@jleecomm
@drjamiward

Top Mentioned in G7:
@mimspr
@j1berger
@litvideobooks
@masoncommdept
@masonchhs

Top Mentioned in G8:
@voiceofd

Top Mentioned in G9:
@googletrends
@spyfu
@semrush
@moz
@buzzsumo
@social_searcher

Top Mentioned in G10:
@aejmcspig

Top Tweeters
Top Tweeters in Entire Graph:
@chipotletweets
@businessinsider
@guardian
@atwitisborn
@skynews
@ansisegle
@nytimes
@afroinstilettos
@wkndgirl
@cnbc

Top Tweeters in G1:
@chipotletweets
@ansisegle
@jamestown502
@adweek
@kfreberg
@hubspot
@drmcar
@nickcicero
@basstransfer
@hootsuite

Top Tweeters in G2:
@guardian
@skynews
@cnbc
@politico
@bbcworld
@mjoehlerich
@nbcnews
@ap
@buzzfeed
@chrisbrogan

Top Tweeters in G3:
@businessinsider
@zdnet
@tutormentorteam
@corinne_podger
@li
@willthewordguy
@alansee
@bitchmedia
@willsutton
@elcoaching

Top Tweeters in G4:
@razarumi
@rollingstone
@vivianfrancos
@juanandrerincon
@adriwall
@aejmc
@zoom_us
@walejay
@keyholeco
@drsmadden

Top Tweeters in G5:
@atwitisborn
@nytimes
@afroinstilettos
@wkndgirl
@billmoore20
@techcrunch
@thealainashow
@taylor__be
@honda
@corettascottkey

Top Tweeters in G6:
@betterjobsearch
@aboutrc
@discriminantbot
@naturecomms
@newhousesu
@ginaluttrell
@writeeditrepeat
@drmccollough
@newhousepr
@thahn44

Top Tweeters in G7:
@j1berger
@mimspr
@masonchhs
@masoncommdept
@s00737jodi
@arianahanaitypr
@ronakbsheth
@jennydinh17
@lexireyespr
@mignoteb

Top Tweeters in G8:
@sarahvanslette
@a
@voiceofd
@suz_alto
@henamh
@grammar_club
@tkorlando
@aa
@cbsnewsa

Top Tweeters in G9:
@semrush
@moz
@buzzsumo
@googletrends
@social_searcher
@spyfu
@danielhhsu

Top Tweeters in G10:
@lmweidman
@newsengagement
@mitzilewis
@aejmcspig