highered, Twitter, 8/4/2020 7:04:11 PM, 231846


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highered_2020-08-04_11-18-34.xlsx
highered_2020-08-04_11-18-34.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 04, 2020
Short Description:
highered via NodeXL https://bit.ly/33pGwgH
@insidehighered
@jselingo
@cmdatascoop
@jc_james_clark
@karenraycosta
@fmfrancoise
@edtech_highered
@edubot_he
@luminafound
@saragoldrickrab

Top hashtags:
#highered
#covid19
#highereducation
#edtech
#college
#education

Description:
Description
The graph represents a network of 6,531 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, 04 August 2020 at 18:30 UTC.

The requested start date was Tuesday, 04 August 2020 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, 2-hour, 33-minute period from Tuesday, 28 July 2020 at 21:27 UTC to Tuesday, 04 August 2020 at 00:01 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 : 6531
Unique Edges : 4837
Edges With Duplicates : 10304
Total Edges : 15141
Number of Edge Types : 5
Mentions : 3078
Retweet : 3878
MentionsInRetweet : 5677
Tweet : 2281
Replies to : 227
Self-Loops : 2367
Reciprocated Vertex Pair Ratio : 0.0431034482758621
Reciprocated Edge Ratio : 0.0826446280991736
Connected Components : 1098
Single-Vertex Connected Components : 503
Maximum Vertices in a Connected Component : 3536
Maximum Edges in a Connected Component : 10044
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.389738
Graph Density : 0.000184419084573209
Modularity : 0.512906
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,531 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, 04 August 2020 at 18:30 UTC.

The requested start date was Tuesday, 04 August 2020 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, 2-hour, 33-minute period from Tuesday, 28 July 2020 at 21:27 UTC to Tuesday, 04 August 2020 at 00:01 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:
[44] https://content.blackboard.com/six-core-competencies?utm_source=Twitter&utm_medium=Paid_Social&utm_campaign=DLTSB2CJune&utm_term=&utm_content=ebook
[23] https://www.forbes.com/sites/susanadams/2020/07/27/act-is-struggling-to-give-its-college-admissions-tests-during-the-pandemic/#18adb9d262b0
[18] https://www.foxbusiness.com/money/how-to-appeal-college-financial-aid-decisions
[18] https://www.insidehighered.com/views/2020/07/28/colleges-shouldnt-use-standardized-admissions-tests-alone-measure-scientific
[18] https://www.nytimes.com/interactive/2020/07/28/us/covid-19-colleges-universities.html
[17] https://2020.wpcampus.org/watch/eduwapuu/
[14] https://www.insidehighered.com/quicktakes/2020/07/29/survey-student-opinions-transfer-credit
[14] https://www.cnbc.com/2020/07/28/the-top-50-us-colleges-that-pay-off-the-most-in-2020.html
[14] https://www.kiplinger.com/personal-finance/careers/college/601130/how-covid-19-is-changing-the-way-families-save-for-college
[12] https://e-learning-teleformacion.blogspot.com/2020/07/vol-1-num-2-2020-revista-margenes.html

Top URLs in Tweet in G1:
[8] https://mydissertation.coach/
[5] http://womenspowerbook.org/Style-of-empowered-powerful-women-is-empowering%20-%20book1.htm#.ULzcFmf77qw
[4] http://TheEdReporter.com
[4] https://www.nytimes.com/interactive/2020/07/28/us/covid-19-colleges-universities.html
[4] https://www.chronicle.com/article/more-states-are-looking-at-consolidating-their-public-colleges-does-it-work
[3] https://www.usatoday.com/story/news/education/2020/07/29/covid-college-fall-semester-2020-reopening-online/5530096002/
[3] https://www.nytimes.com/interactive/2020/07/28/us/covid-19-colleges-universities.html?smid=tw-share
[3] http://cunyba.cuny.edu/admissions/admissionscriteria/
[3] Education
[3] https://www.education.pa.gov/Schools/safeschools/emergencyplanning/COVID-19/SchoolReopeningGuidance/HigherEd/Pages/GEER.aspx

Top URLs in Tweet in G2:
[12] https://e-learning-teleformacion.blogspot.com/2020/07/vol-1-num-2-2020-revista-margenes.html
[8] https://e-learning-teleformacion.blogspot.com/2020/07/dialogo-sobre-la-evolucion-del-binomio.html
[7] https://www.youtube.com/watch?v=veqzuLGLOkk&feature=youtu.be

[7] https://www.ivywise.com/mailing-list/
[5] https://www.kts-inc.com/making-the-grade/
[5] https://www.edsurge.com/news/2018-11-05-meet-the-83-year-old-app-developer-who-says-edtech-should-better-support-seniors?utm_content=bufferd41c8&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[5] https://www.ivywise.com/ivywise-knowledgebase/college-admissions-guide/
[4] https://edtechmagazine.com/higher/article/2020/07/higher-education-hopeful-approach-unprecedented-year-ahead
[4] https://www.theguardian.com/education/2020/jul/30/the-future-of-education-or-just-hype-the-rise-of-minerva-the-worlds-most-selective-university?CMP=Share_iOSApp_Other
[4] https://www.youtube.com/watch?v=D7-adyaoApU


Top URLs in Tweet in G3:
[3] https://highered.colorado.gov/return-of-investment
[3] https://www1.villanova.edu/villanova/artsci/undergrad/ous/profdevt.html
[2] https://www.theatlantic.com/ideas/archive/2020/08/colleges-are-deeply-unequal-workplaces/614791/
[2] https://www.insidehighered.com/views/2020/07/20/covid-surge-distance-learning-demands-renewed-focus-quality-assurance-opinion
[2] https://www.weforum.org/agenda/2020/07/reimagining-future-skills-what-we-learned-young-people/
[2] https://mailchi.mp/sheeo/sheeo-policy-update-friday-july31-2020
[2] https://www.brightspotstrategy.com/webinar/adaptive-campus-planner-webinar/
[1] https://twitter.com/eacepr/status/1289562020870684672
[1] https://www.bls.gov/cps/effects-of-the-coronavirus-covid-19-pandemic.htm
[1] https://www.theguardian.com/education/2020/jul/30/exclusive-tone-deaf-ministers-reject-bame-review-of-english-curriculum

Top URLs in Tweet in G4:
[4] https://myemail.constantcontact.com/subject.html?soid=1102372137664&aid=9BzyXx0bO1U
[4] https://www.aaihs.org/webinars/39k5tuh/
[4] https://events.coursehero.com/education-summit/?utm_source=twitter&utm_medium=social&utm_campaign=summit2020&utm_term=educator
[3] https://events.coursehero.com/education-summit/?utm_source=twitter&utm_medium=social&utm_campaign=summit2020&utm_term=educator
[3] https://www.nytimes.com/2020/08/02/us/covid-college-reopening.html?referringSource=articleShare
[2] https://educators.coursehero.com/educator-exchange
[2] https://twitter.com/econroy_1/status/1288262349003141121
[2] https://blog.optimal-partners.com/articles/managing-digital-divide-covid-19-crisis/
[2] https://www.forbes.com/sites/dereknewton/2020/08/02/3-things-covid-19-will-end-in-higher-ed/#76feb2a05f83
[2] https://us02web.zoom.us/webinar/register/WN_zOLI6DF9Q52MkTM7CX636Q

Top URLs in Tweet in G5:
[9] https://okt.to/YA5lo1
[4] https://www.pbs.org/newshour/show/as-the-pandemic-upends-higher-education-is-residential-college-worth-the-cost
[3] https://www.researchgate.net/publication/341655912_College_is_Focusing_on_the_college_knowledge_of_gang-associated_Latino_boys_and_young_men/related
[2] https://twitter.com/cnbcnow/status/1288885774381912068
[2] https://diverseeducation.com/article/184791/#.XyHn7EMSxgk.twitter
[2] https://partnershipfcc.org/blog/pcc-letter-to-he-committees
[2] https://www.luminafoundation.org/news-and-views/prior-learning-credits-help-students-cross-the-finish-line-to-earn-degrees/
[2] https://quillette.com/2020/07/23/covid-19-will-finally-force-american-universities-to-reinvent-themselves/
[2] https://www.pbs.org/newshour/show/as-the-pandemic-upends-higher-education-is-residential-college-worth-the-cost#transcript
[2] https://www.linkedin.com/slink?code=dU3ZQtW

Top URLs in Tweet in G6:
[5] https://echo360.com/blog-effective-online-hybrid-instruction/?utm_campaign=2020
[5] Academic
[5] Continuity
[4] https://info.destinysolutions.com/lp-optimizing-the-checkout-experience-both-twt
[4] https://www.nytimes.com/2020/08/01/opinion/sunday/minerva-college-coronavirus.html
[3] https://www.nytimes.com/interactive/2020/07/28/us/covid-19-colleges-universities.html?smid=tw-share
[3] https://www.facultyfocus.com/articles/online-education/giving-students-an-individualized-experience-in-online-learning-staying-connected-while-disconnected/?utm_campaign=Thought
[3] https://www.teachthought.com/technology/remote-teaching-tips-for-student-engagement/?utm_campaign=Thought
[3] Leadership&utm_content=136077139&utm_medium=social&utm_source=twitter&hss_channel=tw-34668858
[3] https://www.thirdway.org/memo/risks-to-students-in-post-covid-higher-ed

Top URLs in Tweet in G7:
[5] https://twitter.com/rclemmons
[3] http://www.downingedtech.com/
[2] https://www.onlinelearningtoolkit.com/fall-on-call
[2] https://twitter.com/smileitsjoy/status/1289553244994310145
[1] https://twitter.com/Softdocs
[1] https://edtechmagazine.com/higher/article/2020/07/it-investments-securing-future-higher-education?cm_ite=na
[1] https://twitter.com/IAM__Network
[1] https://www.forbes.com/sites/susanadams/2013/10/11/the-10-skills-employers-most-want-in-20-something-employees/#445934946330
[1] https://www.linkedin.com/pulse/cameras-damned-karen-costa/
[1] https://www.cnn.com/2020/07/28/health/covid-heart-damage-two-studies/index.html

Top URLs in Tweet in G8:
[6] https://www.youtube.com/channel/UCeuywNRumeKUcXei0asWd1Q
[4] https://youtube.com/channel/UCeuyw
[4] https://www.scup.org/join/?utm_campaign=Slack
[3] https://www.eventbrite.com/e/higher-ed-is-dead-long-live-higher-ed-tickets-112261047816
[2] https://hellomsc.com/2020/04/17/place-makers-msc-u-podcast/
[2] https://us02web.zoom.us/webinar/register/WN_Ra28jeIESLu-WVHXfl9mjw
[2] Channel&utm_content=135493105&utm_medium=social&utm_source=twitter&hss_channel=tw-24689822
[1] https://twitter.com/insidehighered/status/1290329080227930114
[1] https://diverseeducation.com/article/185085/
[1] https://www.aplu.org/library/how-covid-19-changed-everything-and-nothing-at-all/file

Top URLs in Tweet in G9:
[3] https://twitter.com/WESPicks/status/1288523623863640064
[2] https://www.wihe.com/article-details/157/the-pandemic-s-motherhood-penalty/
[2] https://www.timeshighereducation.com/blog/universities-must-seize-opportunity-improve-their-online-teaching
[2] https://www.tandfonline.com/doi/full/10.1080/07294360.2020.1798886
[2] https://www.timeshighereducation.com/news/china-told-reform-education-model-become-global-student-hub
[2] https://www.fwd.us/news/fwd-us-statement-trump-administration-moves-to-radically-reduce-daca-benefits-today-and-set-stage-to-kill-daca-in-2021/
[2] https://twitter.com/WESPicks/status/1288520069887266816
[2] https://twitter.com/WESPicks/status/1288525366907330562
[2] https://twitter.com/WESPicks/status/1288530288180699137
[2] https://twitter.com/WESPicks/status/1288531764999344129

Top URLs in Tweet in G10:
[2] https://accelevents.com/e/eduweb2020
[2] https://eduwebconf.com/
[2] https://nebhe.org/journal/out-of-the-wreckage-of-covid-the-rebirth-of-college-career-services/
[2] https://pages2.act.org/college-during-covid19.html
[1] http://bobjohnsonconsulting.com/2020/07/your-higher-education-marketing-link-of-the-week-arizona-state-university-covid-19-home-page-24-july-2020/
[1] https://twitter.com/erichoov/status/1290404244923789322
[1] https://twitter.com/EricStoller/status/1288089235346591744
[1] https://twitter.com/JonBoeckenstedt/status/1288480194194374657
[1] https://twitter.com/EricStoller/status/1288846699268583425
[1] https://twitter.com/insidehighered/status/1289189069474471937

Top Domains
Top Domains in Tweet in Entire Graph:
[506] twitter.com
[159] insidehighered.com
[107] edsurge.com
[74] nytimes.com
[73] blogspot.com
[69] youtube.com
[58] forbes.com
[55] linkedin.com
[54] wpcampus.org
[52] theguardian.com

Top Domains in Tweet in G1:
[95] twitter.com
[48] careerarc.com
[46] lgbtinhighered.com
[28] theguardian.com
[26] insidehighered.com
[17] linkedin.com
[13] nytimes.com
[12] dy.si
[11] tubarksblog.com
[9] chronicle.com

Top Domains in Tweet in G2:
[100] edsurge.com
[64] blogspot.com
[36] edtechmagazine.com
[28] voicestorm.com
[22] educause.edu
[21] insidehighered.com
[18] twitter.com
[18] ivywise.com
[15] youtube.com
[13] k12prospects.com

Top Domains in Tweet in G3:
[14] twitter.com
[5] mailchi.mp
[4] colorado.gov
[4] insidehighered.com
[4] forbes.com
[3] theatlantic.com
[3] linkedin.com
[3] villanova.edu
[3] brightspotstrategy.com
[2] google.com

Top Domains in Tweet in G4:
[25] twitter.com
[15] coursehero.com
[7] forbes.com
[6] aaihs.org
[5] constantcontact.com
[5] nytimes.com
[4] insidehighered.com
[4] optimal-partners.com
[2] tampabay.com
[2] zoom.us

Top Domains in Tweet in G5:
[17] diverseeducation.com
[9] okt.to
[8] insidehighered.com
[7] twitter.com
[6] pbs.org
[5] philanthropynewsdigest.org
[5] luminafoundation.org
[4] linkedin.com
[3] hechingerreport.org
[3] partnershipfcc.org

Top Domains in Tweet in G6:
[19] twitter.com
[19] chronicle.com
[16] nytimes.com
[16] ecampusnews.com
[15] insidehighered.com
[10] echo360.com
[9] universitybusiness.com
[7] educationdive.com
[5] eab.com
[5] wustl.edu

Top Domains in Tweet in G7:
[17] twitter.com
[4] mheducation.com
[3] linkedin.com
[3] downingedtech.com
[2] onlinelearningtoolkit.com
[2] apple.com
[2] nytimes.com
[2] theglobeandmail.com
[1] edtechmagazine.com
[1] forbes.com

Top Domains in Tweet in G8:
[20] twitter.com
[11] youtube.com
[4] bit.ly
[4] scup.org
[3] eventbrite.com
[2] hellomsc.com
[2] wgbh.org
[2] nytimes.com
[2] zoom.us
[1] diverseeducation.com

Top Domains in Tweet in G9:
[33] twitter.com
[9] timeshighereducation.com
[6] tandfonline.com
[5] presidentsimmigrationalliance.org
[5] forbes.com
[5] insidehighered.com
[4] iie.org
[3] nafsa.org
[3] nature.com
[2] wihe.com

Top Domains in Tweet in G10:
[16] twitter.com
[4] bigthink.com
[3] accelevents.com
[3] eduwebconf.com
[3] linkedin.com
[2] bobjohnsonconsulting.com
[2] higheredexperts.com
[2] nebhe.org
[2] act.org
[1] mstoner.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5056] highered
[486] covid19
[355] highereducation
[316] edtech
[269] college
[268] education
[210] onlinelearning
[131] academictwitter
[128] edchat
[120] k12



Top Hashtags in Tweet in G1:
[684] highered
[81] highereducation
[56] covid19
[36] education
[28] edtech
[25] college
[25] elearning
[24] edchat
[24] university
[22] instructionaldesign

Top Hashtags in Tweet in G2:
[562] highered
[141] edtech
[66] education
[62] universidad
[54] elearning
[48] covid19
[46] highereducation
[39] pedagogy
[36] k12
[36] university

Top Hashtags in Tweet in G3:
[200] highered
[16] covid19
[7] oped
[6] ousworks
[5] coronaviruscollege
[4] highereducation
[4] villanova
[4] hirenova
[4] college
[4] hbcu

Top Hashtags in Tweet in G4:
[180] highered
[26] meetingthemoment
[22] covid19
[19] academictwitter
[17] highereducation
[13] pandemic
[7] eviction
[6] academicchatter
[5] blacklifeaaihs
[5] schoolopenings

Top Hashtags in Tweet in G5:
[173] highered
[20] covid19
[15] college
[14] students
[14] msis
[14] sdpichat
[13] cmsi
[11] blackstudentdebt
[9] stem
[9] onlineeducation

Top Hashtags in Tweet in G6:
[256] highered
[31] highereducation
[24] onlinelearning
[20] covid19
[18] pandemic
[11] admissions
[11] video
[10] edchat
[9] emchat
[9] disability

Top Hashtags in Tweet in G7:
[187] highered
[81] onlinelearning
[75] howtozoom
[11] academicchatter
[9] facdev
[8] profdev
[7] cios
[6] edtech
[6] womeninstem
[4] covid19

Top Hashtags in Tweet in G8:
[150] highered
[28] placemakers
[20] nationalstudentsurvey3
[13] covid19
[12] bebetterbu
[12] ashamedtobu
[11] emchat
[8] sachat
[8] bospoli
[6] communitycollege

Top Hashtags in Tweet in G9:
[161] highered
[76] intlstudents
[33] intlednow
[22] covid19
[14] intled
[8] daca
[6] covid
[5] socialmedia
[5] opt
[5] research

Top Hashtags in Tweet in G10:
[106] highered
[37] eduweb20
[17] highereducation
[14] covid19
[11] hesm
[4] hemktg
[3] emchat
[3] zoomnambulism
[3] community
[2] efmccc

Top Words
Top Words in Tweet in Entire Graph:
[5049] #highered
[1386] students
[761] more
[637] work
[540] online
[502] college
[491] education
[481] #covid19
[478] fall
[441] learning

Top Words in Tweet in G1:
[683] #highered
[127] students
[81] #highereducation
[80] more
[61] education
[60] college
[59] online
[56] #covid19
[47] time
[45] job

Top Words in Tweet in G2:
[562] #highered
[141] #edtech
[120] students
[103] learning
[99] online
[91] higheredsurge
[84] education
[66] #education
[63] edtech_highered
[62] #universidad

Top Words in Tweet in G3:
[199] #highered
[141] students
[118] jselingo
[118] staff
[117] those
[117] discuss
[116] work
[115] faculty
[114] campuses
[112] talk

Top Words in Tweet in G4:
[241] work
[180] #highered
[175] building
[96] important
[93] webinar
[87] aaup
[84] aaihs
[80] uncertainties
[79] collaborating
[78] week

Top Words in Tweet in G5:
[173] #highered
[84] students
[44] more
[41] college
[40] education
[35] luminafound
[24] colleges
[24] higher
[22] black
[21] time

Top Words in Tweet in G6:
[255] #highered
[93] students
[51] college
[48] more
[41] online
[40] fall
[37] colleges
[35] learning
[31] #highereducation
[27] chronicle

Top Words in Tweet in G7:
[187] #highered
[129] karenraycosta
[99] students
[81] #onlinelearning
[75] #howtozoom
[74] zoom_us
[73] wrote
[73] alternatives
[73] forcing
[73] camera

Top Words in Tweet in G8:
[149] #highered
[67] students
[32] covid
[28] #placemakers
[26] time
[26] fall
[25] campus
[21] tjlogan
[21] ve
[20] #nationalstudentsurvey3

Top Words in Tweet in G9:
[161] #highered
[74] #intlstudents
[37] wespicks
[33] #intlednow
[32] nafsa
[28] students
[28] presimmalliance
[28] institutions
[27] share
[24] talent

Top Words in Tweet in G10:
[106] #highered
[37] #eduweb20
[24] asu
[21] students
[21] more
[18] higher
[18] campus
[17] #highereducation
[16] eduwebconf
[16] education

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[220] covid,19
[208] higher,education
[174] building,work
[160] #highered,#highereducation
[132] work,#highered
[127] students,rarely
[126] faculty,students
[123] discuss,faculty
[122] talk,campuses
[122] campuses,tend

Top Word Pairs in Tweet in G1:
[43] #highered,#highereducation
[30] higher,education
[24] #highereducation,#highered
[21] covid,19
[20] #highered,#elearning
[20] part,time
[18] #elearning,#instructionaldesign
[15] click,apply
[15] oklahoma,city
[12] #highered,institutions

Top Word Pairs in Tweet in G2:
[41] #highered,#edtech
[39] higher,education
[33] #highered,#highereducation
[25] covid,19
[23] 2018,#highered
[22] #edtech,#highered
[18] #highered,institutions
[18] #pedagogía,#universidad
[17] #pedagogie,#pedagogía
[17] #universidad,#university

Top Word Pairs in Tweet in G3:
[111] talk,campuses
[111] campuses,tend
[111] tend,discuss
[111] discuss,faculty
[111] faculty,students
[111] students,rarely
[111] rarely,staff
[111] staff,those
[111] those,work
[111] work,#highered

Top Word Pairs in Tweet in G4:
[171] building,work
[86] important,webinar
[79] collaborating,aaup
[79] aaup,important
[75] week,aug
[75] aug,5th
[75] 5th,7pm
[75] 7pm,edt
[68] edt,uncertainties
[67] next,week

Top Word Pairs in Tweet in G5:
[20] higher,education
[14] college,students
[13] colleges,universities
[12] read,more
[12] mental,health
[11] #highered,policy
[10] work,college
[10] students,interest
[10] interest,#highered
[10] policy,help

Top Word Pairs in Tweet in G6:
[17] #highered,#highereducation
[16] online,learning
[14] covid,19
[13] learn,more
[12] ecampus,news
[11] #highered,#covid19
[11] #highered,#onlinelearning
[10] #covid19,#pandemic
[10] read,more
[9] those,best

Top Word Pairs in Tweet in G7:
[75] #highered,#onlinelearning
[73] wrote,alternatives
[73] alternatives,forcing
[73] forcing,students
[73] students,camera
[73] camera,zoom_us
[73] zoom_us,#highered
[73] #onlinelearning,#howtozoom
[72] karenraycosta,wrote
[72] #howtozoom,#stu

Top Word Pairs in Tweet in G8:
[20] #nationalstudentsurvey3,#highered
[20] #highered,#placemakers
[12] bu_tweets,look
[12] look,students
[12] students,coming
[12] coming,less
[12] less,two
[12] two,weeks
[12] weeks,#bebetterbu
[12] #bebetterbu,#ashamedtobu

Top Word Pairs in Tweet in G9:
[21] ensure,#intlstudents
[21] #intlstudents,scholars
[21] scholars,fulfill
[21] fulfill,dreams
[21] dreams,share
[21] share,talent
[21] talent,#highered
[20] action,alert
[20] alert,ensure
[19] nafsa,action

Top Word Pairs in Tweet in G10:
[15] #highereducation,#highered
[14] higher,education
[9] day,one
[9] one,virtual
[9] virtual,#eduweb20
[9] #eduweb20,loving
[9] loving,setup
[9] setup,already
[9] already,break
[9] break,zoom

Top Replied-To
Top Replied-To in Entire Graph:
@wespicks
@xolotl
@sdpinstitute
@aucklanduni
@michaelbhorn
@drrpnishank
@jselingo
@nacac
@carbonshed
@fromphdtolife

Top Replied-To in G2:
@jselingo
@edtech_highered
@bu_tweets
@x2omedia
@miriamkp
@wallyboston
@insidehighered
@higheredsurge

Top Replied-To in G3:
@phunk42
@mscollegeopp
@jselingo

Top Replied-To in G4:
@marctothec
@kevincokley1
@reneetwhite
@forbes
@bkurshan

Top Replied-To in G5:
@sdpinstitute
@destinylj20

Top Replied-To in G6:
@carbonshed
@nacac
@wgutexas
@nsengaburton
@notonixon
@dslcc
@nzyokad
@chrismarsicano
@nytimes
@consumerreports

Top Replied-To in G7:
@fromphdtolife
@karenraycosta
@beinghonest1011
@coreymiles__
@bonni208
@sheereenharris

Top Replied-To in G8:
@reillyadam
@chrisconzen
@joelgoodman
@seiu509
@northeastern
@sadybeaches
@johnnewsomnr
@kevinrmcclure
@tjlogan
@csmprez

Top Replied-To in G9:
@wespicks
@profjasonlane
@jcihe19

Top Replied-To in G10:
@rachgrimson
@eduwebconf
@tylerathomas
@georgiatech
@profgalloway

Top Mentioned
Top Mentioned in Entire Graph:
@karenraycosta
@jselingo
@higheredsurge
@aaup
@aaihs
@zoom_us
@profgabrielle
@insidehighered
@edtech_highered
@advancehe

Top Mentioned in G1:
@skrabut
@amber_rhino
@vanillasoft
@cursivecontent
@drachiarelli
@chiseled_scott
@centurycollege
@alastairlee75
@gate_15_analyst

Top Mentioned in G2:
@higheredsurge
@edtech_highered
@eraser
@insidehighered
@educause
@rclemmons
@educausereview
@uhouston
@uhpres
@paulfain

Top Mentioned in G3:
@jselingo
@sheeoed
@kateszumanski
@ncsara_news
@highered_rob
@loriwilliamsphd
@insidehighered
@kimhunterreed
@snhuprez
@naia

Top Mentioned in G4:
@aaup
@aaihs
@profgabrielle
@keishablain
@coursehero
@saragoldrickrab
@paulharris917
@forbes
@highered_cb
@ndemleitner

Top Mentioned in G5:
@luminafound
@tracychenmedia
@centerformsis
@partnershipfcc
@sdpinstitute
@iheptweets
@diverseissues
@emsidata
@kellyryanbailey
@drkwheatle

Top Mentioned in G6:
@chronicle
@nytimes
@echo360
@acsscollege
@insidehighered
@universitybiz
@tonysarda
@calstate
@eab
@minervaschools

Top Mentioned in G7:
@karenraycosta
@zoom_us
@susandebrablum
@shoshanahjacobs
@dawnbazely
@yorkuniversity
@cleamahoney
@olctoday
@alex_smith_ants
@globeandmail

Top Mentioned in G8:
@tjlogan
@brandonbusteed
@bu_tweets
@mass_union
@massgovernor
@kirkcarapezza
@simpscar
@brandeisu
@bu_phd_students
@wgbhnews

Top Mentioned in G9:
@nafsa
@wespicks
@iieresearch
@iieglobal
@presimmalliance
@herdjournal
@timeshighered
@davidrosowsky
@bryceloo
@curtisschin

Top Mentioned in G10:
@asu
@jmcbee84
@eduwebconf
@profgalloway
@kristinademou
@chalkbeat
@karinejoly
@pearson
@michaelcrow
@msudenver

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@theagood
@delta
@chidambara09
@cybersec_feeds
@inspiteoftrump
@gambiste1
@cheezwitham
@thehill
@iam__network

Top Tweeters in G1:
@thatmags
@sanrau
@gwoodi
@sdearth
@gate_15_analyst
@whymandesign
@studentforce
@gr8wheels
@dangarrett97
@moehlert

Top Tweeters in G2:
@chidambara09
@eraser
@guardian
@diapermakeovers
@slate
@maperez324
@fmfrancoise
@ahighervision
@wef
@greentechdon

Top Tweeters in G3:
@nancyrubin
@elsbet
@klhoughton
@theatlantic
@3ty3
@eurocentrique
@tontonlove
@cincomar
@betterjobsearch
@cathyndavidson

Top Tweeters in G4:
@isobelcarr
@justsikko
@pupsherlive
@forbes
@viralvideovlogs
@dorothyk98
@saragoldrickrab
@doritmi
@circlereader
@schenhayes

Top Tweeters in G5:
@jsnyder555
@bar_zie
@wsj
@readywriting
@newshour
@michalboni
@janeinak
@jamesma96163439
@mrtallerjerry
@drjlmooreiii

Top Tweeters in G6:
@nytimes
@usatoday
@nytopinion
@usnews
@educationweek
@magpie839
@makyosunim
@turnagejohn
@frandunn71
@jessienyc

Top Tweeters in G7:
@iam__network
@femtech_
@globeandmail
@learnteachwin
@heyprofbow
@dawnbazely
@edyong209
@marcocampa10
@fromphdtolife
@mathhombre

Top Tweeters in G8:
@snarky_op
@bluestate1984
@sadybeaches
@redsox
@wgbhnews
@lecagle
@eddiefrancis
@jefferyselwell
@kripster16
@joelgoodman

Top Tweeters in G9:
@suptmoran
@curtisschin
@timeshighered
@kelly_j_baker
@jesus_hoyos
@fwdus
@meganranney
@dilger1joe
@trinityprez
@iieglobal

Top Tweeters in G10:
@matthewcronin9
@uninoticias
@gizmomathboy
@kcrg
@cbarrows
@kasandreasereno
@tmariepr
@usnewseducation
@joelrrenner
@bigthink