highered, Twitter, 4/8/2021 4:22:22 AM, 252287


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highered_2021-04-07_10-16-50.xlsx
highered_2021-04-07_10-16-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 08, 2021
Short Description:
highered via NodeXL https://bit.ly/39TQYzj
@insidehighered
@braincures
@do_kinder
@academicchatter
@cmdatascoop
@cabellspublish
@corynnmyers
@luminafound
@profgabrielle
@fred_highered

Top hashtags:
#highered
#edtech
#highereducation
#education
#college
#elearning

Description:
Description
The graph represents a network of 6,421 Twitter users whose tweets in the requested range contained "highered", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 April 2021 at 17:35 UTC.

The requested start date was Tuesday, 06 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 6-day, 9-hour, 5-minute period from Tuesday, 30 March 2021 at 14:50 UTC to Monday, 05 April 2021 at 23:56 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 : 6421
Unique Edges : 4985
Edges With Duplicates : 11241
Total Edges : 16226
Number of Edge Types : 5
Retweet : 3836
MentionsInRetweet : 5908
Mentions : 3957
Tweet : 2282
Replies to : 243
Self-Loops : 2374
Reciprocated Vertex Pair Ratio : 0.0516407373512877
Reciprocated Edge Ratio : 0.0982098458478369
Connected Components : 1025
Single-Vertex Connected Components : 497
Maximum Vertices in a Connected Component : 3684
Maximum Edges in a Connected Component : 11082
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.249459
Graph Density : 0.000195134636592062
Modularity : 0.479931
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 6,421 Twitter users whose tweets in the requested range contained "highered", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 April 2021 at 17:35 UTC.

The requested start date was Tuesday, 06 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 6-day, 9-hour, 5-minute period from Tuesday, 30 March 2021 at 14:50 UTC to Monday, 05 April 2021 at 23:56 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 : highered
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:
[18] https://www.insidehighered.com/admissions/views/2021/03/29/use-test-scores-admissions-disadvantages-some-students-and-some-colleges
[18] https://www.retrievalpractice.org/strategies/2019/3/20/recommended-reports?utm_content=buffer28a40&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[17] https://www.forbes.com/sites/michaeltnietzel/2021/04/01/the-roi-of-college-for-low-income-students-the-good-news-and-the-bad/?sh=8d1a8f8203bc
[17] http://www.downingedtech.com/
[13] https://e-learning-teleformacion.blogspot.com/2020/10/inteligencia-artificial-conectivismo-y.html
[13] https://www.theatlantic.com/family/archive/2020/05/dear-therapist-my-dream-college-rejected-me/611407/?fbclid=IwAR31XncI3jjguWG2rIPPB_22Qcd5WMDb9akPqfdGiAohm3DesVIRyDDXXmo
[11] https://twitter.com/hetma_org/status/1376998551620751364
[11] https://higheredav.com/
[11] https://www.linkedin.com/slink?code=dGdp62G
[11] https://www.retrievalpractice.org/strategies/2019/10/7/retrieval-guides?utm_content=bufferfc8b6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[5] http://womenspowerbook.org/Style-of-empowered-powerful-women-is-empowering%20-%20book1.htm#.ULzcFmf77qw
[4] https://galvintech.com/salesforce-solutions/salesforce-for-higher-education/
[4] https://www.nytimes.com/2021/04/02/us/politics/covid-19-colleges.html
[4] https://twitter.com/jonboeckenstedt/status/1378587085137846272
[4] https://www.instagram.com/accounts/login/
[4] https://www.avisoretention.com/aviso-retention-demonstration-registration?utm_campaign=Deminar
[4] https://www.scantron.com/assessment-solutions/educational-assessment/higher-education/course-evaluations-class-climate/?utm_source=twitter&utm_medium=social&utm_term=&utm_content=&utm_campaign=
[3] https://www.darkreading.com/vulnerabilities---threats/college-students-targeted-in-newest-irs-scam/d/d-id/1340558
[2] https://us.allegion.com/en/home/markets/higher-education/why-go-wireless-on-campus.html
[2] https://eicc.edu/about-eicc/careers/mcc-residential-life-coordinator.aspx

Top URLs in Tweet in G2:
[10] https://www.ivywise.com/ivywise-knowledgebase/college-admissions-guide/
[9] https://www.ivywise.com/mailing-list/
[7] https://www.ellucian.com/elive
[6] https://www.ivywise.com/ivywise-knowledgebase/just-admit-it-podcast/
[6] https://edtrust.org/the-equity-line/re-imagining-outcomes-based-funding/
[5] https://www.thirdway.org/memo/providing-low-income-students-the-best-bang-for-their-educational-buck
[5] https://www.futureupodcast.com/episodes/perceptions-of-higher-ed-one-year-into-the-pandemic/
[5] https://www.thirdway.org/graphic/interactive-map-of-the-price-to-earnings-premium-for-all-students
[4] https://us02web.zoom.us/webinar/register/WN_fLEzkKftQ4-tOxp6LukVjQ
[3] https://data4outcomes.org/

Top URLs in Tweet in G3:
[7] http://www.downingedtech.com/
[3] https://kef.ac.uk/dashboard
[3] https://www.lunduniversity.lu.se/article/lund-university-announces-major-international-research-programme-sustainable-development
[2] https://www.linkedin.com/slink?code=grGD75g
[2] https://www.crowdjustice.com/case/tackling-bullying-and-harassment-at-workplace/
[2] https://sciencebusiness.net/framework-programmes/news/new-details-eus-eu34b-industrial-research-plan-revealed-latest-draft-work
[1] https://www.citizen-times.com/story/news/local/2021/04/02/unc-asheville-commits-carbon-neutrality-fight-climate-change/4828619001/
[1] https://abc11.com/wake-tech-stem-careers-jobs-black-women-in/10457782/
[1] https://www.wral.com/coronavirus/college-students-hope-vaccinations-mean-a-return-to-regular-campus-life/19602672/
[1] https://greensboro.com/blogs/the_syllabus/the-syllabus-the-worrisome-drop-in-community-college-enrollment/article_a35df3f6-8e7f-11eb-8f37-675f9b1f27e8.html

Top URLs in Tweet in G4:
[13] https://e-learning-teleformacion.blogspot.com/2020/10/inteligencia-artificial-conectivismo-y.html
[11] https://twitter.com/hetma_org/status/1376998551620751364
[11] https://higheredav.com/
[10] https://twitter.com/hetma_org/status/1379101530549149696
[10] http://www.downingedtech.com/
[10] https://www.youtube.com/playlist?list=PLjev6DgUn5W9qa8ldPadgcXsR1Jow4qnL

[8] https://www.edsurge.com/news/2021-03-29-how-extended-reality-tools-can-bring-new-life-to-higher-education?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[7] https://e-learning-teleformacion.blogspot.com/2020/12/using-blockchain-technology-for-e.html
[7] https://edarxiv.org/pbmvz/
[6] https://e-learning-teleformacion.blogspot.com/2020/09/knowledge-maps-for-e-learning-jae-hwa.html

Top URLs in Tweet in G5:
[1] https://www.smh.com.au/politics/federal/real-risk-of-censorship-claim-academic-research-funding-is-becoming-politicised-20210402-p57g4i.html
[1] https://www.smh.com.au/national/nsw/international-students-to-get-alternative-quarantine-in-nsw-plan-to-boost-unis-20210401-p57fwu.html
[1] https://www.smh.com.au/education/i-feel-like-a-commodity-covid-hit-only-beginning-for-australia-s-unis-20210331-p57fne.html
[1] https://www.forbes.com/sites/michaeltnietzel/2021/03/28/the-well-heeled-professoriate-socioeconomic-backgrounds-of-university-faculty/

Top URLs in Tweet in G6:
[6] https://zoom.us/meeting/register/tJYqd-2sqzoiE9yrI6KfFIhH0PdWKCqyAijv
[2] https://twitter.com/cwolffeisenberg/status/1377235718632783873
[2] https://www.higheredjobs.com/details.cfm?JobCode=177444605
[2] https://diverseeducation.com/article/209614/#.YGr3Zryhil4.twitter
[1] https://twitter.com/latinxuplift/status/1379101524467412994
[1] https://twitter.com/umbcypher/status/1378375680161898499
[1] https://twitter.com/kaetrena/status/1376990323793129472
[1] https://twitter.com/cwolffeisenberg/status/1377338004394668039
[1] https://sr.ithaka.org/publications/the-disproportionate-impact-of-the-pandemic-on-women-and-caregivers-in-academia/
[1] https://www.insidehighered.com/quicktakes/2021/04/02/vermont-bars-out-state-students-getting-vaccinated#.YGelnPaD4h9.twitter

Top URLs in Tweet in G7:
[3] https://twitter.com/nelsonlflores/status/1376934493186097153
[2] https://forms.gle/9emkTavzbqbLKezCA
[1] https://podcasts.apple.com/us/podcast/phd-futures-now/id1561265688?i=1000515633423
[1] https://open.spotify.com/show/0QZ50GSf2KT5bS6B8SwmO2?si=nhuZ9SOGRSG52l3LYKGzZw
[1] https://hwwpodcast.web.illinois.edu/2021/04/03/phd-futures-now-teaser-2/
[1] https://www.nytimes.com/2021/04/02/us/politics/covid-19-colleges.html?smid=tw-share
[1] https://twitter.com/phdfuturesnow/status/1377769161372409862
[1] https://twitter.com/phdfuturesnow/status/1377446186639106050
[1] https://twitter.com/phdfuturesnow/status/1379186046643093505
[1] https://www.npr.org/2021/04/03/982676353/states-step-in-to-stop-colleges-holding-transcripts-ransom-for-unpaid-bills?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social

Top URLs in Tweet in G8:
[5] https://www.techlearning.com/news/research-video-learning-may-be-more-effective-than-in-person-lectures
[4] http://www.drbruceajohnson.com/blog/2021/03/discover-how-transform-online-teaching
[4] http://www.drbruceajohnson.com/resources/transform-online-teaching-expert-strategies-and-essential-resources-every-educator-needs
[3] https://www.techlearning.com/news/vaccine-passports-in-higher-ed-5-things-to-know
[3] https://edtechmagazine.com/higher/article/2021/03/rethinking-technology-accessibility-higher-ed-perfcon
[3] https://www.youtube.com/watch?v=i283Aus5Ya8&feature=youtu.be

[2] https://diverseeducation.com/article/207576/
[2] http://www.drbruceajohnson.com/blog/2019/04/how-create-purpose-driven-teaching-philosophy-statement
[2] http://www.drbruceajohnson.com/blog/2021/03/be-calming-presence-students-need-stay-focused
[2] http://www.drbruceajohnson.com/blog/2019/03/discover-how-positive-psychology-transforms-teaching

Top URLs in Tweet in G9:
[3] https://pib.gov.in/PressReleasePage.aspx?PRID=1708428
[3] https://twitter.com/timane/status/1377247792230375433
[3] https://er.educause.edu/articles/2020/3/the-difference-between-emergency-remote-teaching-and-online-learning
[2] https://library.educause.edu/resources/2021/3/machine-learnings-growing-role-in-research
[2] https://events.educause.edu/eli/annual-meeting/2021
[2] https://events.educause.edu/webinar/2021/the-top-three-platforms-for-a-true-learning-ecosystem
[2] https://indiaeducationdiary.in/mit-sloan-senior-lecturer-chintan-vaishnav-appointed-director-of-indias-atal-innovation-mission/
[2] https://ciet.nic.in/
[2] https://www.education.gov.in/sites/upload_files/mhrd/files/unesco_japan.pdf
[2] https://en.unesco.org/prize-esd

Top URLs in Tweet in G10:
[1] https://www.npr.org/2021/04/01/983127382/cleaning-a-college-in-a-pandemic-without-us-this-campus-shuts-down
[1] https://twitter.com/profgabrielle/status/1376996212008701963

Top Domains
Top Domains in Tweet in Entire Graph:
[468] twitter.com
[138] insidehighered.com
[120] blogspot.com
[97] co.uk
[88] edsurge.com
[82] hispanicsinhighered.com
[66] medium.com
[66] undergradeasier.com
[62] linkedin.com
[61] careerarc.com

Top Domains in Tweet in G1:
[108] twitter.com
[51] theguardian.com
[34] careerarc.com
[26] adjunctnation.com
[21] linkedin.com
[12] insidehighered.com
[8] nytimes.com
[7] libsyn.com
[6] forbes.com
[6] tubarksblog.com

Top Domains in Tweet in G2:
[37] twitter.com
[25] ivywise.com
[16] insidehighered.com
[14] thirdway.org
[10] moodys.com
[8] edtrust.org
[8] mailchi.mp
[7] zoom.us
[7] ellucian.com
[5] thehill.com

Top Domains in Tweet in G3:
[8] linkedin.com
[7] downingedtech.com
[6] twitter.com
[3] ac.uk
[3] lu.se
[3] ibit.ly
[2] timeshighereducation.com
[2] crowdjustice.com
[2] co.uk
[2] sciencebusiness.net

Top Domains in Tweet in G4:
[104] blogspot.com
[76] edsurge.com
[50] medium.com
[49] twitter.com
[15] youtube.com
[12] higheredav.com
[10] downingedtech.com
[9] insidehighered.com
[7] chronicle.com
[7] universitybusiness.com

Top Domains in Tweet in G5:
[3] com.au
[1] forbes.com

Top Domains in Tweet in G6:
[14] higheredjobs.com
[10] twitter.com
[7] zoom.us
[6] scup.org
[3] diverseeducation.com
[2] apple.com
[1] ithaka.org
[1] insidehighered.com
[1] nytimes.com
[1] blackenterprise.com

Top Domains in Tweet in G7:
[24] twitter.com
[2] npr.org
[2] forms.gle
[2] pearson.com
[1] apple.com
[1] spotify.com
[1] illinois.edu
[1] nytimes.com
[1] youtube.com
[1] chronicle.com

Top Domains in Tweet in G8:
[38] voicestorm.com
[21] ecampusnews.com
[16] edtechmagazine.com
[15] drbruceajohnson.com
[8] techlearning.com
[6] insidehighered.com
[5] mheducation.com
[4] trelliscompany.org
[4] facultyfocus.com
[4] youtube.com

Top Domains in Tweet in G9:
[20] gov.in
[10] educause.edu
[8] twitter.com
[7] bit.ly
[7] smh.re
[3] hindustantimes.com
[2] indiaeducationdiary.in
[2] nic.in
[2] unesco.org
[2] newsonair.com

Top Domains in Tweet in G10:
[1] npr.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4670] highered
[356] edtech
[355] highereducation
[332] education
[274] college
[165] elearning
[152] covid19
[150] edchat
[131] onlinelearning
[122] academictwitter



Top Hashtags in Tweet in G1:
[677] highered
[53] college
[42] highereducation
[26] adjunctnation
[26] adjuncts
[25] edchat
[25] education
[25] elearning
[20] edtech
[19] students

Top Hashtags in Tweet in G2:
[491] highered
[38] highereducation
[24] collegeadmissions
[22] realcollege
[20] communitycollege
[17] academixupshot
[16] humanwork
[15] equityfirst
[13] college
[10] equity

Top Hashtags in Tweet in G3:
[38] highered
[10] scipol
[10] researchculture
[8] research
[7] highereducation
[7] edtech
[6] nced
[6] rri
[6] reimagineresearch
[6] scicomm

Top Hashtags in Tweet in G4:
[551] highered
[244] edtech
[123] education
[111] elearning
[95] universidad
[73] highereducation
[67] avtweeps
[61] university
[53] educación
[52] onlinelearning

Top Hashtags in Tweet in G5:
[11] highered
[2] auspol
[1] immigration

Top Hashtags in Tweet in G6:
[112] highered
[15] msis
[14] ethicalchisme
[14] cmsi
[13] phdchat
[13] higheredjobs
[9] bsu
[9] fullxgrind
[9] sagrad
[9] racial

Top Hashtags in Tweet in G7:
[84] highered
[17] academictwitter
[16] adhd
[13] academicchatter
[13] mentalhealth
[12] acadv
[7] followfriday
[7] advising
[6] organize
[5] phdchat

Top Hashtags in Tweet in G8:
[149] highered
[38] cdwsocial
[20] videoconferencing
[14] onlineteaching
[12] microsoftteams
[11] distancelearning
[10] edtech
[10] adjuncts
[9] educators
[8] college

Top Hashtags in Tweet in G9:
[48] highered
[22] india
[12] university
[12] rankings
[12] pdimtr
[11] students
[10] circulareconomy
[10] education
[9] cehack2021
[7] covid19

Top Hashtags in Tweet in G10:
[32] highered
[1] labor
[1] dei

Top Words
Top Words in Tweet in Entire Graph:
[4669] #highered
[1128] students
[703] more
[605] education
[531] student
[475] higher
[474] college
[472] university
[400] research
[387] learning

Top Words in Tweet in G1:
[677] #highered
[101] students
[96] more
[67] education
[59] student
[59] college
[58] today
[57] read
[55] higher
[53] #college

Top Words in Tweet in G2:
[491] #highered
[200] students
[78] more
[59] report
[59] institutions
[55] april
[55] funding
[54] thirdwayedu
[50] support
[50] based

Top Words in Tweet in G3:
[39] braincures
[38] #highered
[31] do_kinder
[26] ajackiehunter
[25] roysocchem
[22] jeremyfarrar
[19] ukri_ceo
[19] morimahmoudi
[16] proftimnoakes
[16] ottolineleyser

Top Words in Tweet in G4:
[549] #highered
[244] #edtech
[132] learning
[130] eraser
[125] education
[123] #education
[113] higher
[111] #elearning
[95] #universidad
[78] 2021

Top Words in Tweet in G5:
[178] academic
[173] government
[170] drdemography
[170] former
[170] policy
[170] adviser
[170] australian
[170] funding
[170] research
[170] becoming

Top Words in Tweet in G6:
[112] #highered
[37] join
[34] next
[32] research
[22] grads
[20] students
[20] more
[19] asheoffice
[18] register
[16] time

Top Words in Tweet in G7:
[84] #highered
[29] very
[24] folks
[22] theadhdacademic
[19] experience
[18] common
[18] ask
[17] #academictwitter
[17] share
[17] right

Top Words in Tweet in G8:
[149] #highered
[48] edtech_highered
[38] #cdwsocial
[36] more
[30] students
[28] student
[26] leaders
[24] need
[24] news
[20] college

Top Words in Tweet in G9:
[53] education
[52] eduminofindia
[48] #highered
[28] minister
[27] shri
[22] april
[22] good
[22] india
[22] #india
[20] online

Top Words in Tweet in G10:
[113] profgabrielle
[85] trying
[85] diversify
[85] faculty
[85] without
[85] support
[85] resources
[85] necessary
[85] address
[85] structural

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[309] higher,education
[181] learn,more
[171] government,funding
[170] former,policy
[170] policy,adviser
[170] adviser,australian
[170] australian,government
[170] funding,academic
[170] academic,research
[170] research,becoming

Top Word Pairs in Tweet in G1:
[31] learn,more
[31] higher,education
[31] #highered,#college
[26] read,#adjunctnation
[26] #adjunctnation,today
[24] #adjuncts,#highered
[22] higher,ed
[17] oklahoma,city
[16] #highered,#highereducation
[14] #highered,#elearning

Top Word Pairs in Tweet in G2:
[47] outcomes,based
[45] low,income
[40] based,funding
[31] higher,education
[29] #highered,institutions
[23] institutions,#highered
[21] equity,#highered
[20] #highered,policy
[20] re,imagining
[18] imagining,outcomes

Top Word Pairs in Tweet in G3:
[14] wiringthebrain,vvoikar
[14] vvoikar,alepalermo_1
[14] alepalermo_1,roysocchem
[14] roysocchem,fabulouslylaura
[14] fabulouslylaura,mresmini
[12] professor_dave,chemistryworld
[12] chemistryworld,cgmundell
[12] cgmundell,irenehames
[12] irenehames,msmjetten
[12] evidencebase_im,braincures

Top Word Pairs in Tweet in G4:
[87] higher,education
[86] #highered,#edtech
[59] covid,19
[46] learn,more
[43] #highered,#highereducation
[41] #universidad,#university
[40] #edtech,#avtweeps
[37] #educación,#education
[36] nominations,2021
[36] 2021,class

Top Word Pairs in Tweet in G5:
[170] former,policy
[170] policy,adviser
[170] adviser,australian
[170] australian,government
[170] government,funding
[170] funding,academic
[170] academic,research
[170] research,becoming
[170] becoming,increasingly
[169] drdemography,former

Top Word Pairs in Tweet in G6:
[19] join,#highered
[14] #cmsi,#msis
[14] time,next
[14] next,week
[14] week,join
[14] #highered,networking
[14] networking,dinner
[14] dinner,scholars
[14] scholars,register
[14] register,advance

Top Word Pairs in Tweet in G7:
[16] very,common
[16] common,experience
[16] experience,#adhd
[16] #adhd,folks
[16] folks,important
[16] important,ask
[16] ask,right
[16] right,questions
[16] questions,thinking
[15] theadhdacademic,very

Top Word Pairs in Tweet in G8:
[25] edtech_highered,#cdwsocial
[21] leaders,need
[20] skype,business
[20] business,set
[20] set,retire
[20] retire,#highered
[20] #highered,leaders
[20] need,#videoconferencing
[20] #videoconferencing,system
[20] system,anticipation

Top Word Pairs in Tweet in G9:
[17] good,bad
[12] #university,#rankings
[12] #rankings,good
[12] bad,ugly
[12] ugly,april
[12] april,discuss
[12] discuss,#highered
[12] #highered,rankings
[12] rankings,context
[12] context,#india

Top Word Pairs in Tweet in G10:
[85] trying,diversify
[85] diversify,faculty
[85] faculty,without
[85] without,support
[85] support,resources
[85] resources,necessary
[85] necessary,address
[85] address,structural
[85] structural,inequities
[84] profgabrielle,trying

Top Replied-To
Top Replied-To in Entire Graph:
@highered_itguy
@bbcbreaking
@ajackiehunter
@realfabianberg
@newswirengr
@aacrao
@do_kinder
@profgoat
@getachew_zeki

Top Replied-To in G2:
@jselingo
@trace_urdan
@statesystem
@umbc
@ncaiprc
@indianalatino
@cmcpresident
@kevinrmcclure
@ceciliaorphan

Top Replied-To in G3:
@ajackiehunter
@do_kinder
@utafrith
@dgurdasani1
@jeremyfarrar
@academicparity
@jim_dickinson
@elebelfiore
@ukri_news
@morimahmoudi

Top Replied-To in G4:
@mckinseydigital
@niceonelex
@josiahway
@theboardroommag
@edcommission
@ssireview
@inc
@nerdygirlav
@avixa
@loom

Top Replied-To in G6:
@umnews
@appstatercoe
@kevinrmcclure
@ashegrads

Top Replied-To in G7:
@highered_itguy
@realfabianberg
@profgoat
@o0drintrovert0o
@momademia
@avpstudentaffs
@rosiebuck_
@cranky_academic
@lindseytherd

Top Replied-To in G8:
@newswirengr
@xela_qt
@laurie_garrett
@bradshawe

Top Replied-To in G9:
@unizined
@pdimtr_nagpur
@smilefoundation
@idesignedu

Top Mentioned
Top Mentioned in Entire Graph:
@drdemography
@eraser
@profgabrielle
@advancehe
@edtech_highered
@insidehighered
@higheredsurge
@thirdwayedu
@eduminofindia
@wsws_updates

Top Mentioned in G1:
@tusculum_univ
@skrabut
@ucgiscience
@starlinkpd
@berrydunn
@heinnovsummit
@tsucommweek

Top Mentioned in G2:
@thirdwayedu
@edtrust
@luminafound
@hope4college
@insidehighered
@tracychenmedia
@mikeitzkowitz
@ivywise
@mdrc_news
@aceducation

Top Mentioned in G3:
@braincures
@do_kinder
@roysocchem
@ajackiehunter
@jeremyfarrar
@ukri_ceo
@morimahmoudi
@proftimnoakes
@ottolineleyser
@universitiesuk

Top Mentioned in G4:
@eraser
@higheredsurge
@walterindc
@ascd
@higheredav
@hetma_org
@josiahway
@av_jamesking
@nextech_ar
@edgaraltamirano

Top Mentioned in G5:
@drdemography
@michellearrow1
@club_edu

Top Mentioned in G6:
@asheoffice
@aeradivjgradnet
@serxiogonzalez
@aeradiv_j
@latinxuplift
@sdpinstitute
@agon
@aera_edresearch
@saguilarsmith
@dr_tevis

Top Mentioned in G7:
@theadhdacademic
@academicchatter
@_beccaharrison
@ukat_edu
@heidicfischer
@drdeepthimurali
@acadvchat
@printculture
@pearsonheuk
@ass_deans

Top Mentioned in G8:
@edtech_highered
@drbruceajohnson
@microsoft
@ecampusnews
@facultyfocus
@edtech_k12
@highereddive
@edtechtalk
@mhhighered
@edtechdigest

Top Mentioned in G9:
@eduminofindia
@drrpnishank
@fmarmole
@timane
@narendramodi
@bhudeviorg
@google
@educause
@iimjammu
@unesco

Top Mentioned in G10:
@profgabrielle
@kidadaewilliams
@drvholden

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@dichristine
@alka441
@chidambara09
@cybersec_feeds
@femtech_
@independent
@meruemgi
@thehill
@indiatoday

Top Tweeters in G1:
@csa_dvillamizar
@iramey
@adaviswilliams
@desesparimusic
@gwoodi
@3ty3
@nyashajunior
@govpdfs
@katja_thieme
@ericjdesigns

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@meruemgi
@thehill
@indiatoday
@b1e56df9ce6549f
@cybersecurityn8
@janiecestaton
@painter_nancy
@vivmilano

Top Tweeters in G3:
@femtech_
@independent
@guardian
@googleexpertuk
@bbcnews
@nicochan33
@telegraph
@drumeshprabhu
@rednationrising
@itvnews

Top Tweeters in G4:
@chidambara09
@eraser
@trendsinai
@artificialbra1n
@bar_zie
@fabriciosx
@ricardo_ik_ahau
@inc
@zdnet
@larepublica_co

Top Tweeters in G5:
@3wombats
@slsandpet
@broomstick33
@leel06lee
@guytaur
@alanjmitchell_
@carolemorrissey
@wavetop
@mariecolemanao
@harriekd

Top Tweeters in G6:
@blerdmommy
@i_am_thechange
@corettascottkey
@scicommbot
@stanthamann
@marybethgasman
@blaqueerfemme
@surreyvet_bound
@danbureau
@drcriss_salinas

Top Tweeters in G7:
@itsmedeaner
@academicchatter
@npr
@a_donna
@thisisbrookeb
@drjessigold
@literature_lady
@nadeshot
@blkgirllostkeys
@patrickdoyle_35

Top Tweeters in G8:
@cremechic11
@asemota
@laurie_garrett
@makerswomen
@classtechtips
@temyvalentine
@logitech
@fmicnigeria
@bwlawal
@lenzy_1

Top Tweeters in G9:
@airnewsalerts
@pib_india
@google
@pti_news
@max_lyashko
@mariuzzoandrea
@mayoclinic
@isidroaguillo
@indiaedudiary
@vrnagpur

Top Tweeters in G10:
@__bhb__
@outseide
@teemarieeagle
@needhibhalla
@historianess
@clancynewyork
@finessence_
@wmichellewho
@alwaystheself
@womenshoopsblog