#SMProfs, Twitter, 3/5/2021 5:49:01 AM, 250134


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#SMProfs_2021-03-04_21-43-09.xlsx
#SMProfs_2021-03-04_21-43-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 05, 2021
Short Description:
#SMProfs via NodeXL https://bit.ly/3c6U5nZ
@jeremyhl
@kfreberg
@kimfoxwosu
@docassar
@mimspr
@aejmc_prd
@vivianfrancos
@thartman2u
@youtube
@phil_arceneaux

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

Description:
Description
The graph represents a network of 264 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, 05 March 2021 at 05:44 UTC.

The requested start date was Friday, 05 March 2021 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 61-day, 10-hour, 15-minute period from Friday, 01 January 2021 at 11:22 UTC to Wednesday, 03 March 2021 at 21:37 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 : 264
Unique Edges : 440
Edges With Duplicates : 2206
Total Edges : 2646
Number of Edge Types : 5
Mentions : 863
Replies to : 4
Retweet : 286
MentionsInRetweet : 1401
Tweet : 92
Self-Loops : 92
Reciprocated Vertex Pair Ratio : 0.0832137733142037
Reciprocated Edge Ratio : 0.15364238410596
Connected Components : 12
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 251
Maximum Edges in a Connected Component : 2640
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.795677
Graph Density : 0.0108739486115912
Modularity : 0.167155
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 264 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, 05 March 2021 at 05:44 UTC.

The requested start date was Friday, 05 March 2021 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 61-day, 10-hour, 15-minute period from Friday, 01 January 2021 at 11:22 UTC to Wednesday, 03 March 2021 at 21:37 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:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246200
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249220
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246856
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246320
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247190
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245823
[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=249607
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244677

Top URLs in Tweet in G1:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249220
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248703
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249607
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247190
[1] https://bit.ly/3sFSUm9
[1] https://popular.info/p/facebook-fails-georgia
[1] https://www.nbcchicago.com/news/local/1-in-4-doctors-attacked-harassed-on-social-media-chicago-universities-study/2407589/
[1] https://twitter.com/nypost/status/1346837222780186627
[1] https://twitter.com/TwitterSafety/status/1346970432017031178
[1] https://twitter.com/i/web/status/1348269802960379904

Top URLs in Tweet in G2:
[4] https://www.adweek.com/inside-the-brand/10-trends-marketingtwitter-thinks-are-most-exciting-for-2021-and-beyond/
[3] https://twitter.com/adweek/status/1346449166969544705
[2] http://karenfreberg.com/blog/10-lessons-from-10-years-of-teaching-social-media/
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=034450a0-60e8-11eb-8908-c11b45eba503&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wMS0yNS9mb3JnZXQtdGlrdG9rLWNsdWJob3VzZS1pcy1zb2NpYWwtbWVkaWEtcy1uZXh0LXN0YXI=
[2] https://twitter.com/adobe/status/1354551724686491650
[2] https://twitter.com/koimtv/status/1357052433717895171
[2] https://twitter.com/smprofessors/status/1357688574485872641
[1] https://twitter.com/slimjim/status/1362449117318946824
[1] https://twitter.com/msclaragalan/status/1348619450413674501
[1] https://www.socialmediatoday.com/news/linkedin-adds-swipe-up-links-to-linkedin-stories/593277/

Top URLs in Tweet in G3:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246856
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246320
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246200
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249220
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245823
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248703
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246734
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244677
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245646
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247543

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245475
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246200
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247195
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245646
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247190
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248641
[2] https://twitter.com/AEJMC_PRD/status/1351903241932570628
[2] https://www.aejmc.org/home/
[1] https://www.youtube.com/watch?v=nobcRFYLA-o&feature=youtu.be

[1] https://usfca.qualtrics.com/jfe/form/SV_6SCYQHMj2Gq3ZIh

Top URLs in Tweet in G5:
[1] https://twitter.com/reeshahoward/status/1366777152562221060
[1] https://twitter.com/washingtonpost/status/1346975196394225671
[1] https://twitter.com/TarletonG/status/1347024573225705473
[1] https://twitter.com/i/web/status/1350797028520034311
[1] https://twitter.com/i/web/status/1351284173458333696
[1] https://www.entrepreneur.com/article/363580
[1] https://twitter.com/wongmjane/status/1354564523038924805
[1] https://twitter.com/jamespotterdev/status/1356111081937100802
[1] https://twitter.com/i/web/status/1359213925796110341
[1] https://twitter.com/i/web/status/1361604742171025408

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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249607
[1] http://abcnews.go.com/Technology/capitol-rioters-implicated-social-media-posts/story?id=75177672
[1] https://twitter.com/AlexRamirezPR/status/1361551539228262402
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249220
[1] https://twitter.com/i/web/status/1363180774191550467

Top URLs in Tweet in G7:
[1] https://www.nytimes.com/2021/01/29/learning/should-schools-be-able-to-discipline-students-for-what-they-say-on-social-media.html?campaign_id=55&emc=edit_ln_20210129&instance_id=26516&nl=the-learning-network®i_id=69956647&segment_id=50582&te=1&user_id=a8d248828d771c01d04426a6be51ffa7
[1] https://twitter.com/adoreme/status/1357379775426420739
[1] https://twitter.com/i/web/status/1359158048175063041

Top URLs in Tweet in G9:
[1] https://twitter.com/MEOjobs/status/1354188940408975361
[1] https://twitter.com/i/web/status/1348984558897815552

Top URLs in Tweet in G10:
[1] https://mattkushin.com/2021/02/01/teach-your-students-to-create-a-podcast-on-instagram-using-headliner-app-lab-guide-included/

Top Domains
Top Domains in Tweet in Entire Graph:
[244] nodexlgraphgallery.org
[115] twitter.com
[18] apnews.com
[12] bit.ly
[8] adweek.com
[6] socialmediatoday.com
[4] aejmc.org
[4] karenfreberg.com
[3] youtube.com
[3] businessinsider.com

Top Domains in Tweet in G1:
[25] nodexlgraphgallery.org
[24] twitter.com
[17] apnews.com
[3] businessinsider.com
[2] blogspot.com
[2] zdnet.com
[2] youtube.com
[1] bit.ly
[1] popular.info
[1] nbcchicago.com

Top Domains in Tweet in G2:
[32] twitter.com
[7] adweek.com
[5] socialmediatoday.com
[4] karenfreberg.com
[2] bloomberg.com
[1] digiday.com
[1] taaonline.net
[1] snapchat.com
[1] sagepub.com
[1] amazon.com

Top Domains in Tweet in G3:
[156] nodexlgraphgallery.org
[8] bit.ly
[4] twitter.com
[1] aejmc.org
[1] apnews.com

Top Domains in Tweet in G4:
[59] nodexlgraphgallery.org
[27] twitter.com
[3] bit.ly
[2] aejmc.org
[1] youtube.com
[1] qualtrics.com
[1] bitchmedia.org
[1] insidehighered.com

Top Domains in Tweet in G5:
[19] twitter.com
[1] entrepreneur.com
[1] washingtonpost.com
[1] techcrunch.com
[1] peterhostrawser.com

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

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

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

Top Domains in Tweet in G10:
[1] mattkushin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[326] smprofs
[180] prprofs
[99] smc2021
[79] socialmedia
[74] smmm2020
[60] smle2022
[52] pr
[46] data
[40] aejmcchats
[24] omaha2020



Top Hashtags in Tweet in G1:
[86] smprofs
[69] prprofs
[65] smc2021
[49] smle2022
[36] smmm2020
[17] data
[15] pr
[15] socialmedia
[12] aejmcchats
[9] covid

Top Hashtags in Tweet in G2:
[67] smprofs
[10] superbowl
[9] marketingtwitter
[9] prprofs
[4] frebergsm
[3] freberg21
[3] socialmedia
[2] pr
[1] smm
[1] smsports

Top Hashtags in Tweet in G3:
[68] smprofs
[44] prprofs
[10] data
[9] uno1forall
[7] nodexl
[7] smc2021
[7] pr
[5] smmm2020
[5] socialmedia
[5] aejmcchats

Top Hashtags in Tweet in G4:
[64] smprofs
[52] prprofs
[35] socialmedia
[33] smmm2020
[28] pr
[27] smc2021
[23] aejmcchats
[18] data
[15] omaha2020
[8] smle2022

Top Hashtags in Tweet in G5:
[26] smprofs
[20] socialmedia
[8] goodread
[7] podacademics
[4] marketingtwitter
[3] podcasting
[2] journalism
[2] cfp
[2] blm
[1] socialaudio

Top Hashtags in Tweet in G6:
[7] smprofs
[5] mimspr
[1] data

Top Hashtags in Tweet in G7:
[3] smprofs
[2] prprofs
[1] onlinepedagogy
[1] socialmedia

Top Hashtags in Tweet in G8:
[3] youtube
[1] scomup
[1] scomvlogging
[1] smprofs

Top Hashtags in Tweet in G9:
[2] prprofs
[2] smprofs
[1] prjobs
[1] smjobs
[1] prsaea

Top Hashtags in Tweet in G10:
[1] igvt
[1] prprofs
[1] smprofs

Top Words
Top Words in Tweet in Entire Graph:
[366] jeremyhl
[333] docassar
[326] #smprofs
[252] nodexl
[182] aejmc_prd
[181] kfreberg
[180] #prprofs
[109] vivianfrancos
[106] kimfoxwosu
[99] #smc2021

Top Words in Tweet in G1:
[86] #smprofs
[69] #prprofs
[65] #smc2021
[50] jeremyhl
[49] #smle2022
[36] #smmm2020
[29] aejmc_prd
[25] nodexl
[23] docassar
[20] twitter

Top Words in Tweet in G2:
[67] #smprofs
[29] social
[26] kfreberg
[25] book
[17] media
[13] amazing
[10] #superbowl
[10] students
[10] love
[9] #marketingtwitter

Top Words in Tweet in G3:
[246] docassar
[230] jeremyhl
[157] nodexl
[87] aejmc_prd
[86] kfreberg
[68] #smprofs
[65] vivianfrancos
[59] thartman2u
[57] unosmlre
[57] unosml

Top Words in Tweet in G4:
[80] jeremyhl
[66] nodexl
[64] #smprofs
[61] aejmc_prd
[60] docassar
[52] #prprofs
[43] kfreberg
[35] #socialmedia
[33] top
[33] hashtags

Top Words in Tweet in G5:
[26] #smprofs
[21] kimfoxwosu
[20] #socialmedia
[9] icymi
[8] joinclubhouse
[8] #goodread
[8] opinion
[8] itâ
[8] shot
[8] reputationâ

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

Top Words in Tweet in G7:
[3] #smprofs
[2] #prprofs

Top Words in Tweet in G8:
[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 G9:
[3] students
[2] #prprofs
[2] #smprofs
[2] inbound
[2] marketing
[2] certification
[2] contemplating
[2] switching

Top Words in Tweet in G10:
[2] podcast

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[111] nodexl,jeremyhl
[80] jeremyhl,docassar
[67] #smprofs,#prprofs
[61] jeremyhl,kfreberg
[56] #smprofs,nodexl
[52] aejmc_prd,jeremyhl
[51] kfreberg,jeremyhl
[48] #prprofs,#smprofs
[44] nodexl,aejmc_prd
[43] kimfoxwosu,aejmc_prd

Top Word Pairs in Tweet in G1:
[42] #smprofs,#prprofs
[37] #smc2021,#smle2022
[32] #smle2022,#smprofs
[17] #prprofs,#smprofs
[16] #smmm2020,#smc2021
[13] #smc2021,#smmm2020
[11] #smmm2020,#socialmedia
[11] ap,#smc2021
[10] nodexl,unosmlre
[10] jeremyhl,docassar

Top Word Pairs in Tweet in G2:
[17] social,media
[8] love,talkwalker
[8] talkwalker,free
[8] free,#superbowl
[8] #superbowl,social
[8] social,dashboard
[8] dashboard,ads
[8] ads,perfect
[8] perfect,share
[8] share,students

Top Word Pairs in Tweet in G3:
[77] nodexl,jeremyhl
[54] jeremyhl,docassar
[36] jeremyhl,kfreberg
[35] #smprofs,nodexl
[33] kfreberg,jeremyhl
[30] aejmc_prd,jeremyhl
[29] docassar,#smprofs
[27] docassar,aejmc_prd
[27] docassar,unosml
[27] unosml,nodexl

Top Word Pairs in Tweet in G4:
[33] top,hashtags
[24] nodexl,jeremyhl
[21] #smmm2020,#socialmedia
[19] #prprofs,#smprofs
[17] #smc2021,#smmm2020
[17] #smprofs,nodexl
[16] jeremyhl,docassar
[15] nodexl,aejmc_prd
[15] hashtags,#prprofs
[15] kfreberg,jeremyhl

Top Word Pairs in Tweet in G5:
[13] #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 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:
[2] #prprofs,#smprofs

Top Word Pairs in Tweet in G8:
[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 G9:
[2] inbound,marketing
[2] marketing,certification
[2] certification,contemplating
[2] contemplating,switching

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

Top Mentioned in G1:
@jeremyhl
@aejmc_prd
@nodexl
@docassar
@kfreberg
@ap
@unosmlre
@vivianfrancos
@twitter
@facebook

Top Mentioned in G2:
@kfreberg
@adweek
@talkwalker
@sagemedia_comm
@kesutherland777
@freeeditbutton
@adidasus
@wadds
@vancityreynolds
@snapchat

Top Mentioned in G3:
@jeremyhl
@docassar
@aejmc_prd
@kfreberg
@vivianfrancos
@thartman2u
@unosmlre
@kimfoxwosu
@nodexl
@mjoehlerich

Top Mentioned in G4:
@jeremyhl
@aejmc_prd
@docassar
@kfreberg
@vivianfrancos
@thartman2u
@aejmc
@thepagecenter
@unosmlre
@kimfoxwosu

Top Mentioned in G5:
@kimfoxwosu
@joinclubhouse
@wolfe321
@nytimes
@twitterspaces
@kfreberg
@adamilenich
@natbalda
@moshei
@instagram

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

Top Mentioned in G8:
@abelcom
@jana_duckett
@marcweinhouse
@youtube
@smdaybaltimore

Top Mentioned in G9:
@juilliardschool
@ica_prd
@aejmc_prd
@instituteforpr
@prssanational

Top Mentioned in G10:
@headlinervideo

Top Tweeters
Top Tweeters in Entire Graph:
@businessinsider
@tigerbeat
@skynews
@nytimes
@entwistletx
@bofflespoffle
@abc
@cnn
@tmz
@mjoehlerich

Top Tweeters in G1:
@businessinsider
@skynews
@cnn
@tmz
@dailymailuk
@zdnet
@nbcnews
@ap
@buzzfeed
@cbcnews

Top Tweeters in G2:
@cc_chapman
@vincenzolandino
@adweek
@kfreberg
@markwschaefer
@wadds
@caleb_mezzy
@amazon
@socialmediaweek
@brianne2k

Top Tweeters in G3:
@mjoehlerich
@thenightgallery
@vivianfrancos
@glengilmore
@thartman2u
@seth_leitman
@vivianf
@albertoemachado
@dapstats
@amberhutchins

Top Tweeters in G4:
@michaelbathurst
@thatchristinag
@diversityup
@ch
@willthewordguy
@ghserrano
@adriwall
@bitchmedia
@talkwalker
@aejmc

Top Tweeters in G5:
@tigerbeat
@nytimes
@entwistletx
@bofflespoffle
@tinu
@buckleyswartz
@rashaabdulla
@yourecooler
@professorkim
@kimfoxwosu

Top Tweeters in G6:
@abc
@canva
@marketingprofs
@marc_smith
@mimspr
@gmu_prssa
@masoncommdept
@masonchss
@davidloughner
@litvideobooks

Top Tweeters in G7:
@ra
@gallicano
@greghoplamazian
@aejmcspig
@docassa
@odonnellnic
@viviana
@thartma
@aoca

Top Tweeters in G8:
@sgjcmsu
@jana_duckett
@abelcom
@smdaybaltimore
@marcweinhouse

Top Tweeters in G9:
@prssanational
@instituteforpr
@juilliardschool
@phil_arceneaux
@ica_prd

Top Tweeters in G10:
@mjkushin
@headlinervideo


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