#SMProfs, Twitter, 4/2/2021 4:46:17 AM, 251772


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#SMProfs_2021-04-01_21-41-18.xlsx
#SMProfs_2021-04-01_21-41-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 02, 2021
Short Description:
#SMProfs via NodeXL https://bit.ly/3cH9LzG
@jeremyhl
@kfreberg
@kimfoxwosu
@vivianfrancos
@docassar
@mimspr
@aejmc_prd
@thartman2u
@unosmlre
@youtube

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

Description:
Description
The graph represents a network of 325 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, 02 April 2021 at 04:42 UTC.

The requested start date was Friday, 02 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 90-day, 1-hour, 58-minute period from Friday, 01 January 2021 at 11:22 UTC to Thursday, 01 April 2021 at 13:20 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 : 325
Unique Edges : 573
Edges With Duplicates : 3191
Total Edges : 3764
Number of Edge Types : 5
Mentions : 1225
MentionsInRetweet : 2020
Retweet : 400
Replies to : 6
Tweet : 113
Self-Loops : 113
Reciprocated Vertex Pair Ratio : 0.0897009966777409
Reciprocated Edge Ratio : 0.164634146341463
Connected Components : 12
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 312
Maximum Edges in a Connected Component : 3757
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.765266
Graph Density : 0.00934472934472935
Modularity : 0.148154
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 325 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, 02 April 2021 at 04:42 UTC.

The requested start date was Friday, 02 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 90-day, 1-hour, 58-minute period from Friday, 01 January 2021 at 11:22 UTC to Thursday, 01 April 2021 at 13:20 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=249220
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246200
[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=251415
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249607
[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=247543
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248703

Top URLs in Tweet in G1:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246200
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250799
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249220
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247190
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247544
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245475
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245646
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249607
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251152
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251336

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
[2] http://karenfreberg.com/blog/life-is-indeed-betterwithmms/
[1] https://www.adweek.com/brand-marketing/on-losing-a-friendly-competition-with-a-roasting-strategy-during-march-adness/
[1] https://twitter.com/msclaragalan/status/1348619450413674501

Top URLs in Tweet in G3:
[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://www.axios.com/edelman-trust-barometer-tech-5787acea-8ef5-4d0b-9694-6e4f8eb006c4.html
[1] https://www.adweek.com/creativity/coca-cola-replaced-its-logo-with-positive-messages-for-europeans-to-share-with-loved-ones/
[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

Top URLs in Tweet in G4:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246856
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246320
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251415
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246200
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244677
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245823
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251508
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250941
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251487
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251221

Top URLs in Tweet in G5:
[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/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
[1] https://jeremylipschultz.blogspot.com/2021/03/new-social-media-laws-smc-23.html

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
[1] https://paper.li/evgone/1330291452?edition_id=d516dbc0-8d2a-11eb-afa8-fa163e6ccaff

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

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:
[387] nodexlgraphgallery.org
[159] twitter.com
[29] apnews.com
[12] adweek.com
[8] socialmediatoday.com
[7] businessinsider.com
[6] karenfreberg.com
[4] dhs.gov
[4] youtube.com
[4] blogspot.com

Top Domains in Tweet in G1:
[192] nodexlgraphgallery.org
[53] twitter.com
[3] aejmc.org
[2] youtube.com
[1] apnews.com
[1] qualtrics.com
[1] ginaluttrellphd.com
[1] bitchmedia.org
[1] insidehighered.com

Top Domains in Tweet in G2:
[39] twitter.com
[10] adweek.com
[7] socialmediatoday.com
[6] 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:
[36] twitter.com
[35] nodexlgraphgallery.org
[28] apnews.com
[7] businessinsider.com
[3] blogspot.com
[2] axios.com
[2] zdnet.com
[2] youtube.com
[1] adweek.com
[1] popular.info

Top Domains in Tweet in G4:
[156] nodexlgraphgallery.org
[3] dhs.gov
[1] twitter.com

Top Domains in Tweet in G5:
[21] twitter.com
[1] adweek.com
[1] entrepreneur.com
[1] washingtonpost.com
[1] techcrunch.com
[1] theverge.com

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

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

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:
[429] smprofs
[234] prprofs
[138] smc2021
[102] socialmedia
[96] smmm2020
[88] smle2022
[66] data
[64] pr
[49] aejmcchats
[28] omaha2020



Top Hashtags in Tweet in G1:
[131] smprofs
[106] prprofs
[55] socialmedia
[52] smmm2020
[44] smc2021
[44] pr
[36] aejmcchats
[33] data
[20] omaha2020
[16] smle2022

Top Hashtags in Tweet in G2:
[85] smprofs
[13] marketingtwitter
[13] prprofs
[11] superbowl
[5] frebergsm
[5] smsports
[4] freberg21
[3] socialmedia
[2] pr
[2] betterwithmms

Top Hashtags in Tweet in G3:
[117] smprofs
[89] smc2021
[88] prprofs
[67] smle2022
[43] smmm2020
[22] data
[18] socialmedia
[16] pr
[13] covid
[13] aejmcchats

Top Hashtags in Tweet in G4:
[48] smprofs
[16] prprofs
[10] data
[8] uno1forall
[5] smc2021
[4] smle2022
[4] nodexl
[3] thinkbeforeyoulink
[2] pr
[1] australia

Top Hashtags in Tweet in G5:
[32] smprofs
[24] socialmedia
[8] goodread
[7] podacademics
[4] prprofs
[3] jrmc2202
[3] podcasting
[3] socialaudio
[3] jrmc2202speakerseries
[2] clubhouse

Top Hashtags in Tweet in G6:
[7] smprofs
[5] mimspr
[1] data
[1] smle2022

Top Hashtags in Tweet in G7:
[4] smprofs
[3] 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] prsaea
[1] prjobs
[1] smjobs

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

Top Words
Top Words in Tweet in Entire Graph:
[546] jeremyhl
[481] docassar
[429] #smprofs
[404] nodexl
[234] #prprofs
[229] kfreberg
[228] aejmc_prd
[196] vivianfrancos
[174] unosmlre
[162] thartman2u

Top Words in Tweet in G1:
[244] jeremyhl
[220] docassar
[207] nodexl
[140] aejmc_prd
[131] #smprofs
[117] kfreberg
[106] #prprofs
[93] vivianfrancos
[62] thartman2u
[61] kimfoxwosu

Top Words in Tweet in G2:
[85] #smprofs
[35] kfreberg
[34] social
[28] book
[17] media
[16] amazing
[13] #marketingtwitter
[13] students
[13] #prprofs
[12] love

Top Words in Tweet in G3:
[117] #smprofs
[89] #smc2021
[88] #prprofs
[72] jeremyhl
[67] #smle2022
[43] #smmm2020
[36] nodexl
[32] aejmc_prd
[28] docassar
[28] ap

Top Words in Tweet in G4:
[229] docassar
[223] jeremyhl
[157] nodexl
[89] unosmlre
[85] thartman2u
[82] vivianfrancos
[73] unosml
[52] kfreberg
[51] aejmc_prd
[48] #smprofs

Top Words in Tweet in G5:
[32] #smprofs
[24] #socialmedia
[22] kimfoxwosu
[10] icymi
[8] fyi
[8] #goodread
[8] opinion
[8] itâ
[8] shot
[8] reputationâ

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

Top Words in Tweet in G7:
[4] #smprofs
[3] #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] inbound
[2] marketing
[2] certification
[2] contemplating
[2] switching
[2] #prprofs
[2] #smprofs

Top Words in Tweet in G10:
[2] podcast

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[175] nodexl,jeremyhl
[94] jeremyhl,kfreberg
[92] #smprofs,#prprofs
[82] #smprofs,nodexl
[80] jeremyhl,docassar
[70] kfreberg,kimfoxwosu
[64] aejmc_prd,jeremyhl
[60] nodexl,aejmc_prd
[58] #prprofs,#smprofs
[58] kfreberg,jeremyhl

Top Word Pairs in Tweet in G1:
[77] nodexl,jeremyhl
[53] jeremyhl,kfreberg
[52] top,hashtags
[49] #smprofs,nodexl
[47] nodexl,aejmc_prd
[45] aejmc_prd,jeremyhl
[37] #prprofs,nodexl
[36] kfreberg,jeremyhl
[34] kfreberg,kimfoxwosu
[34] jeremyhl,docassar

Top Word Pairs in Tweet in G2:
[17] social,media
[11] #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

Top Word Pairs in Tweet in G3:
[54] #smprofs,#prprofs
[38] #smc2021,#smle2022
[32] #smle2022,#smprofs
[22] #smle2022,#smc2021
[22] #smc2021,#smprofs
[22] #prprofs,#smprofs
[18] social,media
[18] #smc2021,#smmm2020
[16] #smmm2020,#smc2021
[15] ap,#smc2021

Top Word Pairs in Tweet in G4:
[85] nodexl,jeremyhl
[36] jeremyhl,docassar
[33] docassar,unosml
[33] unosml,nodexl
[30] docassar,mjoehlerich
[28] #smprofs,nodexl
[27] thartman2u,docassar
[27] jeremyhl,thartman2u
[27] jeremyhl,kfreberg
[25] docassar,#smprofs

Top Word Pairs in Tweet in G5:
[15] #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:
[3] #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
@thartman2u
@unosmlre
@kimfoxwosu
@nodexl
@mjoehlerich

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

Top Mentioned in G2:
@kfreberg
@talkwalker
@adweek
@sagemedia_comm
@joinclubhouse
@kesutherland777
@adamilenich
@natbalda
@moshei
@freeeditbutton

Top Mentioned in G3:
@jeremyhl
@aejmc_prd
@nodexl
@ap
@docassar
@facebook
@unosmlre
@kfreberg
@vivianfrancos
@twitter

Top Mentioned in G4:
@jeremyhl
@docassar
@thartman2u
@vivianfrancos
@unosmlre
@nodexl
@kfreberg
@aejmc_prd
@mjoehlerich
@kimfoxwosu

Top Mentioned in G5:
@kimfoxwosu
@wolfe321
@nytimes
@twitterspaces
@joinclubhouse
@instagram
@reeshahoward
@na_elguiddawy
@jmcquarterly
@auc

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

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

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

Top Mentioned in G10:
@headlinervideo

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@businessinsider
@guardian
@tigerbeat
@skynews
@nytimes
@entwistletx
@bofflespoffle
@abc
@cnn

Top Tweeters in G1:
@unos
@michaelbathurst
@vivianfrancos
@diversityup
@ch
@stann2
@willthewordguy
@ghserrano
@adriwall
@bitchmedia

Top Tweeters in G2:
@cc_chapman
@vincenzolandino
@adweek
@thatchristinag
@kfreberg
@markwschaefer
@wadds
@caleb_mezzy
@mosheisaacian
@amazon

Top Tweeters in G3:
@robinsnewswire
@businessinsider
@guardian
@skynews
@cnn
@tmz
@dailymailuk
@zdnet
@nbcnews
@ap

Top Tweeters in G4:
@mjoehlerich
@juliomayol
@kf
@thenightgallery
@glengilmore
@nebraskasower
@thartman2u
@seth_leitman
@vivianf
@albertoemachado

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

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

Top Tweeters in G7:
@evgone
@ra
@gallicano
@greghoplamazian
@aejmcspig
@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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