highered, Twitter, 10/22/2019 2:16:26 AM, 213744


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highered_2019-10-21_18-45-00.xlsx
highered_2019-10-21_18-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 22, 2019
Short Description:
highered via NodeXL http://bit.ly/2pFvBh7
@insidehighered
@edubot_he
@cmdatascoop
@eraser
@edtech_highered
@reshmi777
@educause
@theeaie
@collegeaccess
@edsurge

Top hashtags:
#highered
#edtech
#education
#highereducation
#edu19
#college
#elearning
#edchat
#university

Description:
Description
The graph represents a network of 4,721 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 Tuesday, 22 October 2019 at 01:46 UTC.

The requested start date was Tuesday, 22 October 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 4-day, 1-hour, 57-minute period from Thursday, 17 October 2019 at 11:53 UTC to Monday, 21 October 2019 at 13:50 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[44] https://www.cbsnews.com/news/college-esports-universities-launch-degrees-in-esports/
[31] https://www.thecollegefix.com/public-university-tells-professors-not-to-grade-based-on-merit/
[19] https://e-learning-teleformacion.blogspot.com/2019/10/rieege-convocatoria-articulos-de.html
[18] https://www.pbs.org/newshour/education/record-number-of-colleges-stop-requiring-the-sat-and-act-amid-questions-of-fairness
[15] https://www.youtube.com/watch?v=RIjRXnboxVE&feature=youtu.be

[11] https://www.bbc.co.uk/news/uk-politics-50071242
[11] https://www.cbsnews.com/pictures/the-50-most-expensive-colleges-in-america/
[10] https://careers.hec.gov.pk/
[9] http://e-learning-teleformacion.blogspot.com/2019/08/changing-game-in-education-through.html
[9] https://www.ivywise.com/mailing-list/

Top URLs in Tweet in G1:
[19] https://e-learning-teleformacion.blogspot.com/2019/10/rieege-convocatoria-articulos-de.html
[9] http://e-learning-teleformacion.blogspot.com/2019/08/changing-game-in-education-through.html
[8] http://e-learning-teleformacion.blogspot.com/2019/08/innovative-teaching-in-higher-education.html
[7] http://e-learning-teleformacion.blogspot.com/2019/04/data-use-in-higher-education-paul.html
[6] https://e-learning-teleformacion.blogspot.com/2019/09/big-data-y-su-impacto-en-la-educacion.html
[6] http://e-learning-teleformacion.blogspot.com/2019/04/educause-horizon-report-2019-higher.html
[6] http://e-learning-teleformacion.blogspot.com/2019/08/volume-50-issue-4-bejet-british-journal.html
[6] https://e-learning-teleformacion.blogspot.com/2019/10/e-book-19-plataformas-e-learning.html
[5] https://www.youtube.com/watch?v=eSM-wyyxXVs&feature=youtu.be

[5] https://www.educationdive.com/news/how-to-make-a-mobile-app-college-students-want-to-use/565105/

Top URLs in Tweet in G2:
[4] https://forms.eduqfix.com/pietnewonlineform/add
[3] http://womenspowerbook.org/Style-of-empowered-powerful-women-is-empowering
[3] -
[3] book1.htm#.ULzcFmf77qw
[2] https://www.nytimes.com/2019/10/10/education/learning/community-college-tranfers.html
[2] https://leadershipandvaluesinaction.com/2019/10/17/wifi-wednesday-diversity-policies/
[2] https://sannams4.com/careers/international-officer-north-america/
[2] http://Chooseyoureducation.com
[2] https://hbr.org/2019/10/americans-are-having-fewer-kids-what-will-that-mean-for-higher-education
[2] https://www.moppenheim.tv/ncaa-college-athletes-graduating-at-record-high-rate/?utm_source=News&utm_medium=Twitter&utm_campaign=Education

Top URLs in Tweet in G3:
[15] https://www.youtube.com/watch?v=RIjRXnboxVE&feature=youtu.be

[6] https://www.washingtonpost.com/opinions/2019/10/17/forget-varsity-blues-madness-lets-talk-about-students-who-cant-afford-college/
[3] https://youtu.be/07rf1r0rP9w
[2] https://www.lindasuskie.com/apps/blog/show/47361854-general-education-as-an-economic-driver-
[2] https://www.youtube.com/watch?v=RGKm201n-U4&feature=youtu.be

[1] https://www.educationdive.com/news/chipotle-wraps-tuition-free-degrees-into-benefits-package/565373/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202019-10-21%20Higher%20Ed%20Education%20Dive%20Newsletter%20%5Bissue:23640%5D&utm_term=Education%20Dive:%20Higher%20Ed
[1] https://www.ccdaily.com/2019/10/call-bring-back-gainful-employment/
[1] https://cew.georgetown.edu/cew-reports/raceandgoodjobs/
[1] https://www.educationdive.com/news/how-colleges-are-bringing-online-students-into-the-classroom/565241/
[1] https://www.pbs.org/newshour/show/soaring-housing-costs-stretch-already-strapped-college-students

Top URLs in Tweet in G4:
[3] https://www.britishcouncil.org/going-global/participate/call-for-proposals?utm_source=reciprocal&utm_medium=email&utm_campaign=GG20proposals
[2] https://byq6z.app.goo.gl/VUgpm
[2] https://byq6z.app.goo.gl/FHm7A
[2] https://byq6z.app.goo.gl/zDSua
[2] https://byq6z.app.goo.gl/52aCo
[2] https://twitter.com/fmarmole/status/1185916966348836864
[2] https://twitter.com/unescochaircbr/status/1184725416507920385
[2] https://hechingerreport.org/early-childhood-programs-are-more-segregated-than-k-12-schools/?utm_source=The
[1] https://www.acu.ac.uk/
[1] https://www.eventbrite.co.uk/e/journeys-to-belonging-what-role-for-higher-education-tickets-75289060607?aff=kclaffiliates

Top URLs in Tweet in G5:
[7] http://marychristiefoundation.org/mcfeed/109-1015/#mental-and-behavioral-health
[6] https://www.retrievalpractice.org/strategies/2019/10/14/new-resources?utm_content=buffer0a69f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.retrievalpractice.org/interleaving
[4] https://www.chronicle.com/interactives/advice-teaching
[3] https://www.edsurge.com/news/2016-01-20-game-based-learning-has-practical-applications-for-nontraditional-learners?utm_content=buffer2afa0&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[3] https://www.edsurge.com/news/2019-10-01-can-a-sitcom-teach-philosophy-meet-a-scholar-advising-the-good-place?utm_content=bufferd70fc&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[2] https://www.edsurge.com/news/2019-10-16-stellic-raises-3-1-million-to-help-students-navigate-course-scheduling?utm_content=buffer49caf&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[2] https://www.edsurge.com/news/2019-10-05-colleges-need-to-build-digital-quads-to-support-social-learning-for-online-students?utm_content=bufferb6d55&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[2] https://www.edsurge.com/news/2019-10-07-guild-education-gets-an-assist-from-nba-all-star-stephen-curry?utm_content=bufferaa9dd&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[2] https://www.edsurge.com/news/2019-10-05-colleges-need-to-build-digital-quads-to-support-social-learning-for-online-students?utm_content=buffer948a7&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer

Top URLs in Tweet in G6:
[1] https://www.theglobeandmail.com/canada/article-candidates-find-themselves-at-centre-of-debate-on-metis-identity/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.tvo.org/article/seven-centuries-before-confederation-there-was-the-haudenosaunee-confederacy

Top URLs in Tweet in G7:
[3] https://www.tiaainstitute.org/publication/financial-well-being-and-retirement-readiness-higher-education
[3] http://caccche.clubexpress.com
[2] https://edsource.org/2019/csu-graduation-rates-improve-but-far-from-some-goals/618684
[2] https://journals.sagepub.com/doi/10.1177/0002764219869413?cookieSet=1
[1] https://completecollege.org/strategy/adult-learners-strategy/
[1] https://completecollege.org/completionculture/day-5/
[1] https://completecollege.org/wp-content/uploads/2019/03/PurposeFirst_Report-Summary.pdf
[1] https://twitter.com/SheraineGilliam/status/1186066943339565058
[1] https://www2.calstate.edu/csu-system/why-the-csu-matters/graduation-initiative-2025
[1] https://www2.calstate.edu/higher-ed-rewired

Top URLs in Tweet in G8:
[6] https://www.nacacnet.org/professional-development/webinars/upcoming-webinars/
[4] https://edtrust.org/press-release/ed-trust-welcomes-comprehensive-higher-education-proposal-from-house-democrats/
[3] https://collegeaccess.org/news/474307/3-Lightning-Talks-Achieving-Equity-in-College-Access-and-Success--What-Will-It-Really-Take.htm
[2] https://www.nacacnet.org/news--publications/newsroom/press-releases/HEA_2019/
[2] https://edtrust.org/resource/a-promise-fulfilled/
[2] https://edtrust.org/equity-lens-a-blog-for-higher-ed-wonks/
[2] https://edtrust.org/the-state-of-higher-education-equity/
[1] https://www.washingtonpost.com/local/education/house-democrats-unveil-higher-education-plan-to-lower-college-costs/2019/10/14/9c8aedb6-eed2-11e9-89eb-ec56cd414732_story.html
[1] https://www.nytimes.com/2019/10/15/us/politics/house-democrats-higher-education.html
[1] https://www.michiganadvance.com/blog/stabenow-peters-call-on-devos-to-abandon-rule-stripping-student-borrower-protections/

Top URLs in Tweet in G9:
[7] https://www.cbsnews.com/news/college-esports-universities-launch-degrees-in-esports/
[4] https://www.mheducation.com/highered/ideas/back-to-school-student/2-yr-vs-4-yr-degrees-the-pros-cons
[3] https://ubtechconference.com/?utm_source=socialmedia&utm_medium=twitter&utm_campaign=registration_open
[3] https://www.linkedin.com/slink?code=e4kvkGh
[3] https://www.mheducation.com/highered/ideas/exams-grading/the-exam-hurdle-5-tips-to-prepare-students-for-midterms
[3] http://mathtips.mhhe.com/what-made-you-love-math/
[2] https://www.forbes.com/sites/quickerbettertech/2019/10/16/on-crm-startup-element451-wants-to-help-higher-education-solve-a-big-problem
[2] https://www.mheducation.com/highered/ideas/critical-thinking/five-strategies-for-becoming-an-expert-life-long-learner
[1] https://universitybusiness.com/how-social-media-reaches-underrepresented-students/
[1] https://universitybusiness.com/be-a-source-for-a-university-business-story-2/

Top URLs in Tweet in G10:
[36] https://www.cbsnews.com/news/college-esports-universities-launch-degrees-in-esports/
[18] https://www.pbs.org/newshour/education/record-number-of-colleges-stop-requiring-the-sat-and-act-amid-questions-of-fairness
[11] https://www.cbsnews.com/pictures/the-50-most-expensive-colleges-in-america/
[7] https://www.marketwatch.com/story/the-top-10-college-towns-in-the-us-in-2019-2019-10-14
[7] https://www.educationnext.org/support-builds-making-sat-untimed-for-everyone-possible-solution-gaming-the-system/
[4] https://www.npr.org/2019/10/05/678815966/college-students-how-to-make-office-hours-less-scary

Top Domains
Top Domains in Tweet in Entire Graph:
[332] twitter.com
[166] blogspot.com
[68] edsurge.com
[56] insidehighered.com
[56] careerarc.com
[56] medium.com
[56] cbsnews.com
[49] youtube.com
[39] lgbtinhighered.com
[36] educationdive.com

Top Domains in Tweet in G1:
[164] blogspot.com
[48] medium.com
[27] educationdive.com
[25] edtechmagazine.com
[23] ecampusnews.com
[21] twitter.com
[16] voicestorm.com
[14] po.st
[12] hbr.org
[9] cherwell.com

Top Domains in Tweet in G2:
[71] twitter.com
[37] careerarc.com
[29] theguardian.com
[18] idatainc.com
[16] insidehighered.com
[10] dy.si
[9] nytimes.com
[8] linkedin.com
[7] youtube.com
[6] t.co

Top Domains in Tweet in G3:
[20] youtube.com
[6] twitter.com
[6] washingtonpost.com
[4] educationdive.com
[4] linkedin.com
[3] youtu.be
[2] lindasuskie.com
[2] umich.edu
[2] charleskochfoundation.org
[1] ccdaily.com

Top Domains in Tweet in G4:
[27] goo.gl
[8] twitter.com
[3] britishcouncil.org
[3] universityworldnews.com
[2] ac.uk
[2] hechingerreport.org
[1] co.uk
[1] apple.news
[1] brookings.edu
[1] natureindex.com

Top Domains in Tweet in G5:
[61] edsurge.com
[15] retrievalpractice.org
[12] chronicle.com
[10] marychristiefoundation.org
[4] ac.uk
[4] twitter.com
[3] edutopia.org
[2] insidehighered.com
[2] circaedu.com
[1] timeshighereducation.com

Top Domains in Tweet in G6:
[1] theglobeandmail.com
[1] tvo.org

Top Domains in Tweet in G7:
[7] twitter.com
[3] completecollege.org
[3] tiaainstitute.org
[3] calstate.edu
[3] clubexpress.com
[3] sagepub.com
[2] edsource.org
[1] vimeo.com
[1] latimes.com
[1] universityofcalifornia.edu

Top Domains in Tweet in G8:
[11] edtrust.org
[9] nacacnet.org
[5] nytimes.com
[4] twitter.com
[3] collegeaccess.org
[2] acm.org
[2] magnetmail.net
[1] washingtonpost.com
[1] michiganadvance.com
[1] edsource.org

Top Domains in Tweet in G9:
[18] mheducation.com
[7] universitybusiness.com
[7] cbsnews.com
[6] forbes.com
[5] twitter.com
[3] ubtechconference.com
[3] linkedin.com
[3] mhhe.com
[1] districtadministration.com
[1] academicesportsconference.com

Top Domains in Tweet in G10:
[47] cbsnews.com
[18] pbs.org
[7] marketwatch.com
[7] educationnext.org
[4] npr.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3279] highered
[357] edtech
[325] education
[213] highereducation
[170] edu19
[162] college
[134] elearning
[123] edchat
[101] university
[82] students



Top Hashtags in Tweet in G1:
[481] highered
[259] edtech
[168] education
[117] elearning
[97] edu19
[90] highereducation
[74] university
[65] educación
[61] edreform
[56] pedagogy

Top Hashtags in Tweet in G2:
[445] highered
[36] highereducation
[33] education
[26] college
[20] datagovernance
[16] facultysuccess
[15] students
[14] edu19
[14] edtech
[11] it

Top Hashtags in Tweet in G3:
[144] highered
[18] econed19
[17] econ
[7] econtwitter
[6] comm_college
[5] google
[4] education
[4] teachecon
[4] fau
[4] student

Top Hashtags in Tweet in G4:
[84] highered
[36] universities
[32] he
[18] india
[10] uzbekistan
[5] goingglobal2020
[5] wahed2019
[5] africa
[5] sa
[4] internationalisation

Top Hashtags in Tweet in G5:
[128] highered
[18] powerfulteaching
[16] education
[14] edtech
[13] stp2019act
[13] edchat
[10] mentalhealth
[9] studentsuccess
[6] teaching
[5] research

Top Hashtags in Tweet in G6:
[3] education
[3] highered
[3] history
[2] cdnmedia
[2] cdnpoli
[2] indigenous

Top Hashtags in Tweet in G7:
[73] highered
[33] gradinitiative2025
[9] sfstate
[7] sfsu
[7] sapro
[6] culturalcenters
[6] employability
[6] entrepreneurship
[6] wideningaccess
[5] studentsuccess

Top Hashtags in Tweet in G8:
[66] highered
[15] equity
[12] collegeadmission
[12] access
[8] collegeaccess
[6] collegeaffordabilityact
[5] college
[5] ncan2019
[5] hea
[3] students

Top Hashtags in Tweet in G9:
[58] highered
[27] sales
[25] industry
[12] edchat
[10] esports
[7] k12
[7] ousworks
[6] edtech
[6] videogames
[6] internship

Top Hashtags in Tweet in G10:
[62] college
[46] collegetalk
[40] highered
[35] highschool
[33] videogames
[29] esports
[27] education
[13] edchat
[13] sat
[12] admissions

Top Words
Top Words in Tweet in Entire Graph:
[4208] Words in Sentiment List#1: Positive
[1608] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[113249] Non-categorized Words
[119067] Total Words
[3272] #highered
[763] students
[470] more
[468] education
[448] s

Top Words in Tweet in G1:
[481] #highered
[259] #edtech
[168] #education
[150] education
[123] eraser
[117] #elearning
[112] learning
[104] educause
[97] #edu19
[95] higher

Top Words in Tweet in G2:
[444] #highered
[56] more
[55] students
[54] college
[54] job
[46] out
[44] education
[40] data
[40] university
[36] #highereducation

Top Words in Tweet in G3:
[144] #highered
[91] college
[88] michaelcrow
[85] exclusivity
[84] social
[83] degree
[81] important
[81] individual
[81] progress
[81] held

Top Words in Tweet in G4:
[84] #highered
[61] fmarmole
[43] global
[42] role
[38] reflections
[36] #universities
[36] era
[36] disruption
[36] challenge
[36] traditional

Top Words in Tweet in G5:
[128] #highered
[54] higheredsurge
[40] students
[34] learning
[26] chronicle
[26] more
[25] new
[19] colleges
[18] student
[18] #powerfulteaching

Top Words in Tweet in G6:
[99] robynwins111
[63] metis
[63] indigenous
[62] dear
[62] 500
[62] 000
[62] cdns
[62] now
[62] claim
[62] found

Top Words in Tweet in G7:
[73] #highered
[46] calstate
[33] #gradinitiative2025
[22] student
[18] ca
[17] graduation
[15] more
[15] students
[15] s
[14] gavinnewsom

Top Words in Tweet in G8:
[66] #highered
[25] higher
[22] opportunity
[21] students
[20] edtrust
[19] equity
[18] nacac
[18] education
[15] #equity
[15] 10

Top Words in Tweet in G9:
[58] #highered
[57] s
[37] getting
[32] students
[29] news
[27] big
[27] #sales
[27] problem
[27] worse
[27] bad

Top Words in Tweet in G10:
[66] #college
[65] colleges
[53] students
[52] college_experts
[46] #collegetalk
[40] #highered
[36] starting
[36] degrees
[36] esports
[36] 36

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[221] higher,education
[120] #highered,#highereducation
[106] check,out
[97] higher,ed
[94] #edtech,#highered
[86] college,degree
[85] #highered,important
[83] social,progress
[82] important,individual
[82] individual,social

Top Word Pairs in Tweet in G1:
[78] higher,education
[64] #highered,#highereducation
[57] #edtech,#highered
[34] #highered,#edtech
[34] #education,#edtech
[33] #elearning,#mlearning
[33] #educación,#education
[28] #education,#educación
[27] #edtech,#edchat
[23] #university,#universidad

Top Word Pairs in Tweet in G2:
[28] check,out
[23] higher,education
[17] #highereducation,#highered
[17] part,time
[16] #facultysuccess,#highered
[13] #highered,#highereducation
[11] higher,ed
[11] data,governance
[11] oceanside,ca
[11] associate,part

Top Word Pairs in Tweet in G3:
[81] #highered,important
[81] important,individual
[81] individual,social
[81] social,progress
[81] progress,held
[81] held,hostage
[81] hostage,exclusivity
[81] exclusivity,college
[81] college,degree
[80] michaelcrow,#highered

Top Word Pairs in Tweet in G4:
[36] role,#universities
[36] #universities,era
[36] era,global
[36] global,disruption
[36] disruption,reflections
[36] reflections,challenge
[36] challenge,traditional
[35] fmarmole,role
[35] traditional,ass
[32] #highered,#he

Top Word Pairs in Tweet in G5:
[13] #edchat,#highered
[12] #powerfulteaching,#edchat
[10] #highered,#education
[10] #edtech,#highered
[9] first,generation
[9] reporting,workshop
[8] generation,students
[8] student,journalists
[8] journalists,che
[8] che,today

Top Word Pairs in Tweet in G6:
[62] dear,500
[62] 500,000
[62] 000,cdns
[62] cdns,now
[62] now,claim
[62] claim,metis
[62] metis,found
[62] found,indigenous
[62] indigenous,ancestor
[62] ancestor,somewhere

Top Word Pairs in Tweet in G7:
[14] graduation,rates
[13] #gradinitiative2025,symposium
[10] calstate,#gradinitiative2025
[9] vision,#highered
[8] through,#gradinitiative2025
[8] cagovernor,gavinnewsom
[8] gavinnewsom,shared
[8] shared,vision
[8] #highered,ca
[8] ca,#gradinitiative2025

Top Word Pairs in Tweet in G8:
[17] higher,education
[12] nacac,webinar
[12] webinar,interest
[12] interest,expanding
[12] expanding,#collegeadmission
[12] #collegeadmission,processes
[12] processes,#equity
[12] #equity,#access
[12] #access,evaluating
[10] continue,invest

Top Word Pairs in Tweet in G9:
[27] big,#sales
[27] #sales,problem
[27] problem,s
[27] s,getting
[27] getting,worse
[27] worse,s
[27] s,bad
[27] bad,news
[25] #industry,big
[23] genemarks,#industry

Top Word Pairs in Tweet in G10:
[36] colleges,starting
[36] starting,degrees
[36] degrees,esports
[36] esports,36
[36] 36,000
[36] 000,programs
[30] #college,#collegetalk
[29] good,morning
[29] morning,educators
[28] college_experts,colleges

Top Replied-To
Top Replied-To in Entire Graph:
@highered_ed
@edtech_highered
@highered_gaming
@seanmstephens
@momademia
@academicchatter
@fsu_hlsu
@deacondining
@katyb_spencer
@amandasaudit

Top Replied-To in G1:
@edtech_highered
@andrewc_castle
@cisco
@agarry22
@rclemmons
@edtech
@ashpal_
@nerapresident
@borwick
@harvardbiz

Top Replied-To in G3:
@sarahjenyk
@mkleinef
@drmvenkatesan

Top Replied-To in G4:
@amcanning
@charlesknight

Top Replied-To in G5:
@jackstripling
@miriamelman

Top Replied-To in G7:
@michaelsorrell
@ucirvinehealth
@uofcalifornia
@completecollege

Top Replied-To in G8:
@bettermakeroom
@sfofstl

Top Replied-To in G9:
@bestcollegescom

Top Mentioned
Top Mentioned in Entire Graph:
@eraser
@robynwins111
@michaelcrow
@educause
@fmarmole
@higheredsurge
@college_experts
@edtech_highered
@calstate
@collegefix

Top Mentioned in G1:
@eraser
@educause
@edtech_highered
@tecdemonterrey
@eddivehighered
@edsurge
@ecampusnews
@cisco
@kensteele
@harvardbiz

Top Mentioned in G2:
@jrosspeters
@postfilm
@frankcunhaiii
@registrarism
@drpetra

Top Mentioned in G3:
@michaelcrow
@northeastern
@macmillanecon
@umich
@washingtonpost
@uiainnovation
@unlikelyfilm
@atabarrok
@rkelchen
@utaustin

Top Mentioned in G4:
@fmarmole
@uniworldnews
@the_acu
@kingscollegelon
@nafsa
@emmasabzalieva
@iau_aiu
@go2uj
@michele_paule
@martynrush

Top Mentioned in G5:
@higheredsurge
@chronicle
@retrievelearn
@poojaagarwal
@sixredmarbles
@jschmalz09
@poojaa
@lseimpactblog
@teamstellic
@illinois_alma

Top Mentioned in G6:
@robynwins111

Top Mentioned in G7:
@calstate
@gavinnewsom
@cagovernor
@cupahr
@completecollege
@rwmichelle
@abernadotte
@caccche
@sabrinaksanders
@dougledihe

Top Mentioned in G8:
@edtrust
@nacac
@edlaborcmte
@repcummings
@macooperphd
@collegeaccess
@wil_edtrust
@aascu
@nacacwonk
@lpi_learning

Top Mentioned in G9:
@genemarks
@mhhighered
@forbes
@universitybiz
@college_experts
@kateszumanski
@scholarsatrisk
@edesportsconf
@christenseninst
@mhestudents

Top Mentioned in G10:
@college_experts
@itsdrmordecai

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@arkangelscrap
@heelleclech
@gamergeeknews
@chipotletweets
@chidambara09
@eraser
@businessinsider
@woodstockpro
@pvalsfr

Top Tweeters in G1:
@gamergeeknews
@chidambara09
@eraser
@juandoming
@nancyrubin
@cybersec_feeds
@_steve3_
@btptechsearch
@zacharyjeans
@researchmrx

Top Tweeters in G2:
@woodstockpro
@i_am_thechange
@zaoneaboveall
@jesus_ispeace
@notingshaw
@gwoodi
@drpetra
@frankcunhaiii
@drleekeyes
@edtech_llc

Top Tweeters in G3:
@businessinsider
@thr
@washingtonpost
@jmkuhn99
@jontalton
@copperflowers
@rkelchen
@azbeetlebug
@asu
@justinwolfers

Top Tweeters in G4:
@newsneus
@shaludhyani
@vijaysrao
@jozaphen
@bevclack
@alexusherhesa
@exploregh
@duneglam
@brucepannier
@onuinfo

Top Tweeters in G5:
@vievararosel
@thetattooedprof
@markedeschaine
@tweetinchar
@thesiswhisperer
@edutopia
@ancarrillo964
@shanavwhite
@chronicle
@cannondesign

Top Tweeters in G6:
@blubdha
@dawnroseturner
@coimin_t
@annaanthro
@spchamp
@gkielec
@daveunger3
@muddybike
@jodikoberinski
@blossoming_nova

Top Tweeters in G7:
@whydontwesaida
@dakidrauhlnasa
@statedept
@fsmith827
@sfsu
@dublinairport
@goodgreenwomen
@michaelsorrell
@ejaqueliner
@shereelgreer

Top Tweeters in G8:
@nytimes
@cjdjam
@realmasterkey
@clanghoff1
@gargoylesports
@americaspromise
@edtrust
@nacac
@sarahlouwou
@doclocox

Top Tweeters in G9:
@_alexitimiko
@18akgoyal
@sdevincenzo
@ifindinternship
@forbes
@npr
@genemarks
@jwinstone1
@olilince
@sinmantul

Top Tweeters in G10:
@alphasystech
@indiedevdog
@juanbrob
@college_experts
@1naturalzeta
@buzztwinblog
@ncpositivedems
@miskeenboy
@ditriph
@saltydogsbot


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