highered, Twitter, 10/20/2020 6:52:23 PM, 238332


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highered_2020-10-20_11-17-21.xlsx
highered_2020-10-20_11-17-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 20, 2020
Short Description:
highered via NodeXL https://bit.ly/31nEM5S
@insidehighered
@fred_highered
@luminafound
@cabellspublish
@edubot_he
@chronicle
@cmdatascoop
@tashaspeaks
@cbcarpentier
@nytimes

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

Description:
Description
The graph represents a network of 6,371 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, 20 October 2020 at 18:29 UTC.

The requested start date was Tuesday, 20 October 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 5-day, 9-hour, 30-minute period from Wednesday, 14 October 2020 at 14:30 UTC to Tuesday, 20 October 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 : 6371
Unique Edges : 5378
Edges With Duplicates : 10194
Total Edges : 15572
Number of Edge Types : 5
Retweet : 3942
MentionsInRetweet : 6206
Mentions : 3039
Replies to : 200
Tweet : 2185
Self-Loops : 2259
Reciprocated Vertex Pair Ratio : 0.047389150044467
Reciprocated Edge Ratio : 0.0904900533721494
Connected Components : 1082
Single-Vertex Connected Components : 515
Maximum Vertices in a Connected Component : 3285
Maximum Edges in a Connected Component : 9948
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.80684
Graph Density : 0.000203137894013962
Modularity : 0.517147
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,371 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, 20 October 2020 at 18:29 UTC.

The requested start date was Tuesday, 20 October 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 5-day, 9-hour, 30-minute period from Wednesday, 14 October 2020 at 14:30 UTC to Tuesday, 20 October 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:
[19] https://mydissertation.coach/
[17] https://saviynt.com/webinars/building-the-future-of-higher-education-with-one-identity-for-life/?utm_source=marketbeam&utm_campaign=building-the-future-of-higher-education-with-one-identity-for-life%2F
[15] https://www.forbes.com/sites/michaeltnietzel/2020/10/14/new-report-college-graduates-first-year-earnings-depend-on-what-they-study-and-where/#6f30e1d753f1
[15] https://www.retrievalpractice.org/strategies/2018/5/11/retrieve-taking?utm_content=buffere879b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[14] https://www.ivywise.com/blog/college-admissions-changes-during-a-global-shift/
[11] https://e-learning-teleformacion.blogspot.com/2020/10/que-deberian-aprender-los-estudiantes.html
[11] https://www.newyorker.com/news/annals-of-education/what-do-colleges-owe-their-most-vulnerable-students
[11] https://www.thecollegefix.com/naacp-denounces-amy-coney-barrett-for-ruling-that-helped-black-male-students/
[11] http://www.lorihandrahan.com/data
[11] https://pheaa-events500.webex.com/mw3300/mywebex/default.do?siteurl=pheaa-events500

Top URLs in Tweet in G1:
[11] https://e-learning-teleformacion.blogspot.com/2020/10/que-deberian-aprender-los-estudiantes.html
[8] https://medium.com/%C3%B1am-educkacci%C3%B3n-en-red/e-learning-research-in-asia-during-1996-2018-and-the-four-country-indicators-41c380fa9d57?source=friends_link&sk=ace3b3d93abd513adf2b54155a143e10
[7] https://e-learning-teleformacion.blogspot.com/2019/10/artificial-intelligence-to-support.html
[7] https://edtechmagazine.com/higher/article/2020/10/great-pivot-john-obrien-shifting-roles-higher-ed-it
[7] https://er.educause.edu/blogs/2020/10/educause-quickpoll-results-senior-it-leadership
[6] https://OnlineClock.net
[6] http://www.downingedtech.com/
[6] http://aiweekly.co/issues/183
[5] https://library.educause.edu/resources/2020/10/2020-student-technology-report-supporting-the-whole-student
[4] http://www.ascd.org/publications/educational_leadership/oct20/vol78/num02/Self-Care@_The_Antidote_to_Compassion_Fatigue.aspx

Top URLs in Tweet in G2:
[10] http://TheEdReporter.com
[5] http://womenspowerbook.org/Style-of-empowered-powerful-women-is-empowering%20-%20book1.htm#.ULzcFmf77qw
[4] https://www.facebook.com/thisweeksbestjobs/
[4] https://www.universityofphoenixexposed.org/
[3] https://www.wsj.com/articles/college-enrollment-slid-this-fall-with-first-year-populations-down-16-11602734726
[3] https://www.theguardian.com/education/2020/oct/14/ministers-plan-pre-christmas-covid-lockdown-for-english-universities
[3] https://www.insidehighered.com/news/2020/10/15/worrying-enrollment-trends-continue-clearinghouse-report-shows
[2] https://www.forbes.com/sites/forbesbusinesscouncil/2020/10/01/16-effective-ways-to-reconnect-with-disengaged-email-subscribers/
[2] https://leadershipandvaluesinaction.com/harvard-business-review-how-employee-assistance-programs-can-help-your-whole-company-address-racism-at-work/
[2] https://www.eicc.edu/about-eicc/careers/pace.aspx

Top URLs in Tweet in G3:
[9] https://edtrust.org/job/justice-fellows-policy-program/?utm_medium=socialmedia&utm_source=twitter&utm_campaign=federalpolicy
[6] https://www.newamerica.org/education-policy/events/how-remake-higher-education/
[3] https://www.nytimes.com/2020/10/15/us/immigrant-families-students-college.html?smid=tw-share
[2] https://twitter.com/jamiemerisotis/status/1316698606636871681
[2] https://washingtonmonthly.com/2020college-guide
[2] https://twitter.com/rawolff/status/1317166195531939840
[2] https://www.jamiemerisotis.com/books/human-work-in-the-age-of-smart-machines/
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DKkCixRWbJ6o%26feature%3Demb_title&q=EgS4SO-bGOrMoPwFIhkA8aeDSy3FE_d3UK3IXmduQBbvu9lKD2d8MgFy
[2] https://whyhighered.com/
[2] https://thehill.com/opinion/education/519595-lets-bring-higher-ed-out-of-the-data-dark-ages

Top URLs in Tweet in G4:
[4] https://hope4college.com/realcollege-student-leadership-advisory-council/
[3] https://twitter.com/perezfelkner/status/1317117839187300354
[3] https://diverseeducation.com/article/193256/#.X4kLqLZJNeQ.twitter
[3] https://twitter.com/BBurnsEDU/status/1317248256615673856
[2] https://hope4college.com/realcollege-bears-witness/
[2] https://twitter.com/GeorgiaStateU/status/1316369816043819008
[2] https://twitter.com/mattwitenstein/status/1316789186905530369
[2] https://www.fastcompany.com/90561595/these-are-the-types-of-people-struggling-most-with-remote-work
[2] https://mancunion.com/2020/10/09/tools-to-help-with-online-learning/
[2] https://campustechnology.com/articles/2020/10/02/envisioning-the-future-of-higher-ed-in-a-post-pandemic-world.aspx

Top URLs in Tweet in G5:
[2] https://apply.interfolio.com/78362
[1] https://www.higheredjobs.com/details.cfm?JobCode=177333037
[1] https://www.higheredjobs.com/Articles/articleDisplay.cfm?ID=2456
[1] https://www.higheredjobs.com/Articles/articleDisplay.cfm?ID=2469
[1] https://www.higheredjobs.com/details.cfm?JobCode=177336703
[1] https://www.higheredjobs.com/Articles/articleDisplay.cfm?ID=2466
[1] https://www.higheredjobs.com/details.cfm?JobCode=177336969
[1] https://twitter.com/tashaspeaks/status/1308894391856254983
[1] https://twitter.com/wendygscientist/status/1318233707803705352
[1] https://twitter.com/kyleejohnson/status/1316497617967226881

Top URLs in Tweet in G6:
[2] https://www.chronicle.com/article/right-wing-trolls-attacked-me-my-administration-buckled
[1] https://twitter.com/LDBurnett/status/1317251287944208385
[1] https://twitter.com/LDBurnett/status/1317814816153784320
[1] https://twitter.com/isaac_kamola/status/1318255580599865344
[1] https://www.dailyprincetonian.com/article/2020/10/compensation-discrimination-settlement-1-2-million

Top URLs in Tweet in G7:
[1] https://www.theguardian.com/australia-news/2020/oct/14/sydney-university-professor-who-teaches-law-of-protest-arrested-while-watching-student-protest

Top URLs in Tweet in G8:
[8] https://www.itlclillyonline.com/
[8] https://www.devlinpeck.com/posts/instructional-designer-salary-2020
[4] https://www.insidehighered.com/news/2020/10/14/ed-tech-veterans-launch-zoom-challenger-engageli#.X4bzK1CcvYA.twitter
[3] https://twitter.com/usnatarchives/status/1316007047901704193
[2] https://liveutk-my.sharepoint.com/:w:/g/personal/emoore50_utk_edu/EUikfPkYZfNJitOvLW4P_VQBRHSiigWYa_V2mdewhgdxlw?e=12aYk3
[2] https://www.edutopia.org/article/7-high-impact-evidence-based-tips-online-teaching?utm_source=fb_page&utm_medium=ITLC-Lilly&utm_campaign=publer
[2] https://www.insidehighered.com/advice/2020/10/07/tips-how-replicate-experiential-learning-labs-and-field-research-virtual-classes?utm_source=fb_page&utm_medium=ITLC-Lilly&utm_campaign=publer
[2] https://hbr.org/2020/08/6-ways-a-crisis-can-help-you-cultivate-a-growth-mindset?utm_source=fb_page&utm_medium=ITLC-Lilly&utm_campaign=publer
[2] https://www.edsurge.com/news/2020-10-15-will-the-pandemic-lead-more-colleges-to-offer-credit-for-moocs-coursera-is-pushing-for-it?utm_source=fb_page&utm_medium=ITLC-Lilly&utm_campaign=publer
[2] https://www.nyu.edu/life/global-inclusion-and-diversity/learning-and-development/toolkits/faculty-digital-inclusion/faculty-self-care.html?utm_source=fb_page&utm_medium=ITLC-Lilly&utm_campaign=publer

Top URLs in Tweet in G9:
[4] https://bccampus.ca/event/fun-flo-friday-open-tricks-treats/?instance_id=3122
[3] https://danielgillis.wordpress.com/2020/10/05/i-am-exhausted/
[2] https://open.spotify.com/show/3TeRpcYlmICdeNYd6cvYJX?si=oBSIdLXCTz2OKE0VGI99nA
[2] https://www.stitcher.com/podcast/edtechexamined?refid=stpr
[2] https://campustechnology.com/articles/2020/10/09/the-state-of-ai-in-higher-education.aspx
[1] https://www.edtechexamined.com/
[1] https://www.macleans.ca/education/inside-the-mental-health-crisis-at-canadian-universities/
[1] https://bccampus.ca/2016/06/06/bccampus-staff-spotlight-mary-burgess-executive-director/
[1] https://www.robertluke.ca/
[1] https://www.ecampusontario.ca/expression-of-interest-eoi-part-time-research-assistants/

Top URLs in Tweet in G10:
[4] https://www.tampabay.com/news/education/2020/10/15/usf-will-close-its-college-of-education-due-to-budget-cuts-reports-say/
[4] https://www.ewa.org/announcement/ewa-seeks-proposals-depth-reporting-projects-0
[3] https://www.ewa.org/ewa-radio/road-nprs-higher-ed-reporter
[2] https://www.tandfonline.com/doi/full/10.1080/07294360.2020.1825345
[2] https://www.tandfonline.com/doi/full/10.1080/07294360.2020.1825347
[1] https://www.npr.org/2020/10/18/924182086/early-voting-analysis-historic-turnout-drives-long-lines-administrative-errors?utm_campaign=npr&utm_term=nprnews&utm_source=twitter.com&utm_medium=social
[1] https://www.npr.org/2020/10/17/924527679/why-do-nonwhite-georgia-voters-have-to-wait-in-line-for-hours-too-few-polling-pl?utm_term=nprnews&utm_source=twitter.com&utm_campaign=npr&utm_medium=social
[1] https://us02web.zoom.us/webinar/register/WN_ze053Y0dR2-u5WvpCz3Pfw
[1] https://twitter.com/ChrisMarsicano/status/1318245907972956160
[1] https://www.trincoll.edu/news/berger-sweeney-joins-virtual-conversation-on-race-class-higher-education-and-democracy/

Top Domains
Top Domains in Tweet in Entire Graph:
[418] twitter.com
[106] blogspot.com
[98] insidehighered.com
[90] edsurge.com
[79] hispanicsinhighered.com
[66] linkedin.com
[54] theguardian.com
[51] careerarc.com
[49] academica.ca
[48] ac.uk

Top Domains in Tweet in G1:
[94] blogspot.com
[79] edsurge.com
[42] voicestorm.com
[40] edtechmagazine.com
[34] educause.edu
[34] medium.com
[21] bit.ly
[12] insidehighered.com
[10] scoop.it
[10] ecampusnews.com

Top Domains in Tweet in G2:
[83] twitter.com
[48] theguardian.com
[34] careerarc.com
[23] linkedin.com
[22] insidehighered.com
[17] dy.si
[10] youtube.com
[10] theedreporter.com
[7] cengage.com
[6] ac.uk

Top Domains in Tweet in G3:
[16] twitter.com
[16] insidehighered.com
[12] dy.si
[10] edtrust.org
[9] newamerica.org
[8] nytimes.com
[5] mailchi.mp
[3] georgetown.edu
[3] americanprogress.org
[3] naspa.org

Top Domains in Tweet in G4:
[15] twitter.com
[7] hope4college.com
[6] diverseeducation.com
[4] jhu.edu
[3] zoom.us
[3] google.com
[3] insidehighered.com
[3] apple.com
[3] edsurge.com
[2] linkedin.com

Top Domains in Tweet in G5:
[8] twitter.com
[7] higheredjobs.com
[2] interfolio.com
[1] umn.edu

Top Domains in Tweet in G6:
[3] twitter.com
[2] chronicle.com
[1] dailyprincetonian.com

Top Domains in Tweet in G7:
[1] theguardian.com

Top Domains in Tweet in G8:
[13] twitter.com
[11] insidehighered.com
[8] itlclillyonline.com
[8] devlinpeck.com
[4] edutopia.org
[3] educationdive.com
[3] ecampusnews.com
[3] sreb.org
[2] sharepoint.com
[2] chronicle.com

Top Domains in Tweet in G9:
[7] twitter.com
[5] bccampus.ca
[3] wordpress.com
[3] ubc.ca
[2] spotify.com
[2] stitcher.com
[2] ecampusontario.ca
[2] stlhe.ca
[2] washingtonpost.com
[2] campustechnology.com

Top Domains in Tweet in G10:
[10] tandfonline.com
[7] ewa.org
[6] chronicle.com
[5] twitter.com
[4] tampabay.com
[3] npr.org
[1] zoom.us
[1] trincoll.edu
[1] attendesource.com
[1] heterodoxacademy.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4697] highered
[388] edtech
[319] education
[311] highereducation
[235] covid19
[195] college
[169] edchat
[158] elearning
[107] students
[107] academictwitter



Top Hashtags in Tweet in G1:
[700] highered
[262] edtech
[140] education
[111] elearning
[82] highereducation
[64] universidad
[59] edchat
[55] university
[47] covid19
[46] edreform

Top Hashtags in Tweet in G2:
[692] highered
[75] highereducation
[34] education
[33] college
[29] edchat
[26] edtech
[21] covid19
[19] students
[16] academictwitter
[16] coronavirus

Top Hashtags in Tweet in G3:
[289] highered
[29] students
[19] justicefellows
[18] covid19
[17] pandemic
[15] humanwork
[11] nursing
[11] sachat
[10] workforce
[9] education

Top Hashtags in Tweet in G4:
[212] highered
[23] lgbtq
[22] msp2020
[22] leadership
[17] scholarship
[17] expandyourresearchreach
[17] tenuretrack
[14] equity
[14] realcollege
[11] weeklywisdom

Top Hashtags in Tweet in G5:
[20] highered
[7] higheredjobs
[5] academictwitter
[2] jobopening
[2] tenure
[2] faculty
[1] theshowmustgoon
[1] remoteteaching
[1] jobs
[1] blackstudies

Top Hashtags in Tweet in G6:
[64] highered
[3] twitterstorians
[2] academia
[1] freespeech
[1] cancelculture
[1] academicfreedom
[1] usih
[1] precarity
[1] academicchatter

Top Hashtags in Tweet in G7:
[1] highered

Top Hashtags in Tweet in G8:
[134] highered
[14] academicchatter
[13] lillycon
[12] landback
[9] udlhe
[9] instructionaldesigners
[8] college
[8] learningdesign
[8] learninganddevelopment
[7] edtech

Top Hashtags in Tweet in G9:
[59] highered
[19] academictwitter
[17] tess2020
[7] academia
[5] academicchatter
[4] edtech
[4] students
[4] academiclife
[4] universities
[4] onpse

Top Hashtags in Tweet in G10:
[74] highered
[13] covid19
[8] pandemic
[7] universities
[7] clery
[7] hrwhg
[6] ai
[4] k12
[4] studentsuccess
[4] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[4692] #highered
[1073] students
[713] more
[677] student
[659] college
[545] education
[540] university
[464] join
[391] learning
[388] #edtech

Top Words in Tweet in G1:
[699] #highered
[262] #edtech
[171] education
[140] #education
[131] learning
[131] students
[112] educause
[112] #elearning
[108] online
[106] eraser

Top Words in Tweet in G2:
[692] #highered
[108] students
[95] more
[75] #highereducation
[72] college
[67] education
[57] student
[52] university
[48] higher
[46] learning

Top Words in Tweet in G3:
[287] #highered
[74] students
[65] luminafound
[55] more
[45] policy
[37] jamiemerisotis
[35] college
[34] monthly
[30] work
[30] one

Top Words in Tweet in G4:
[212] #highered
[69] students
[42] higher
[35] sdpinstitute
[33] ant_duran
[31] book
[30] president
[29] college
[29] more
[29] research

Top Words in Tweet in G5:
[193] excited
[191] tashaspeaks
[149] studies
[148] apply
[147] black
[147] scholars
[147] please
[147] strengthen
[147] contingent
[147] beautiful

Top Words in Tweet in G6:
[194] ldburnett
[137] thanks
[106] collincollege
[102] many
[102] editors
[102] chroniclereview
[102] fast
[102] tracked
[102] essay
[102] recent

Top Words in Tweet in G7:
[183] university
[183] sydney
[183] law
[183] professor
[183] arrested
[183] watching
[183] student
[183] protest
[183] well
[183] done

Top Words in Tweet in G8:
[134] #highered
[38] karenraycosta
[21] book
[18] know
[18] teaching
[17] online
[16] itlc_lilly
[16] offering
[16] 2021
[15] more

Top Words in Tweet in G9:
[59] #highered
[33] ecampusontario
[31] students
[30] teaching
[19] #academictwitter
[17] #tess2020
[14] bccampus
[13] joining
[13] fireside
[13] chat

Top Words in Tweet in G10:
[74] #highered
[17] students
[16] chronicle
[15] college
[14] education
[14] help
[14] apply
[13] #covid19
[13] story
[13] tell

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[247] higher,education
[188] well,done
[184] university,sydney
[184] sydney,law
[184] law,professor
[184] professor,arrested
[184] arrested,watching
[184] watching,student
[184] student,protest
[184] protest,well

Top Word Pairs in Tweet in G1:
[72] #highered,#edtech
[69] #highered,#highereducation
[44] higher,education
[38] #edtech,#highered
[26] webinar,series
[25] #elearning,#mlearning
[25] #education,#educación
[24] #k12,#highered
[23] educause,ceo
[23] deberían,aprender

Top Word Pairs in Tweet in G2:
[41] #highered,#highereducation
[30] higher,education
[25] covid,19
[22] #highereducation,#highered
[21] learn,more
[19] oklahoma,city
[15] #edchat,#highered
[15] higher,ed
[15] london,greater
[13] colleges,universities

Top Word Pairs in Tweet in G3:
[24] #highered,policy
[19] gain,develop
[19] develop,#highered
[19] policy,skills
[17] formerly,incarcerated
[14] seeking,individuals
[14] individuals,serve
[14] serve,first
[14] first,#justicefellows
[14] #justicefellows,program

Top Word Pairs in Tweet in G4:
[22] call,contributors
[22] contributors,emerging
[22] emerging,book
[22] book,project
[22] project,narrating
[22] narrating,insider
[22] insider,outsider
[22] outsider,paradox
[22] paradox,#lgbtq
[22] #lgbtq,educators

Top Word Pairs in Tweet in G5:
[147] black,studies
[147] studies,scholars
[147] scholars,please
[147] please,apply
[147] apply,excited
[147] excited,strengthen
[147] strengthen,contingent
[147] contingent,beautiful
[147] beautiful,pacific
[146] tashaspeaks,black

Top Word Pairs in Tweet in G6:
[102] many,thanks
[102] thanks,editors
[102] editors,chroniclereview
[102] chroniclereview,fast
[102] fast,tracked
[102] tracked,essay
[102] essay,recent
[102] recent,experiences
[102] experiences,collincollege
[101] ldburnett,many

Top Word Pairs in Tweet in G7:
[183] university,sydney
[183] sydney,law
[183] law,professor
[183] professor,arrested
[183] arrested,watching
[183] watching,student
[183] student,protest
[183] protest,well
[183] well,done
[183] done,honi_soit

Top Word Pairs in Tweet in G8:
[13] #highered,#academicchatter
[12] trauma,aware
[12] aware,teaching
[12] #landback,#highered
[12] #highered,everywhere
[12] everywhere,go
[11] mredshirtshaw,#landback
[10] save,date
[10] date,offering
[10] offering,public

Top Word Pairs in Tweet in G9:
[13] fireside,chat
[10] maryeburgess,executive
[10] executive,director
[10] director,bccampus
[10] bccampus,joining
[10] joining,#tess2020
[10] #tess2020,fireside
[10] chat,guest
[10] guest,see
[9] hiring,part

Top Word Pairs in Tweet in G10:
[13] #highered,story
[13] story,tell
[13] tell,time
[13] time,resources
[13] resources,help
[13] help,apply
[13] apply,11
[13] 11,newest
[13] newest,round
[11] covid,19

Top Replied-To
Top Replied-To in Entire Graph:
@the_sa_blog
@chris_neto
@av_jamesking
@insidehighered
@josh_highered
@loganmbooker
@kevinrmcclure
@drryanmiller
@feminist_co
@idgtechtalk

Top Replied-To in G1:
@chris_neto
@av_jamesking
@idgtechtalk
@edcommission
@getting_smart
@edutopia
@ascd
@boardsource
@famstudies
@edtech_highered

Top Replied-To in G2:
@starlinkpd

Top Replied-To in G3:
@the_sa_blog
@edtrust
@chloemcds
@howardu
@2020science
@setonhall
@insidehighered

Top Replied-To in G4:
@kevinrmcclure
@drryanmiller
@insidehighered
@alexanderrusso
@themattdenney
@chancellorcuny
@enbyofthesea

Top Replied-To in G5:
@dr_ledbetter

Top Replied-To in G8:
@proctorio
@sarosecav
@tjoosten
@jodiesteeley
@wvupress
@thetattooedprof

Top Replied-To in G9:
@spotify
@jennag_slp
@vmi1839
@omarving94
@rachelmorganmfl
@barajassm
@ssfsenecayork
@allthingsregal
@penney_highered

Top Mentioned
Top Mentioned in Entire Graph:
@ldburnett
@tashaspeaks
@honi_soit
@drdemography
@collincollege
@chroniclereview
@eraser
@higheredsurge
@campusreform
@educause

Top Mentioned in G1:
@eraser
@higheredsurge
@educause
@edtech_highered
@av_jamesking
@edsurge
@aws_edu
@chris_neto
@johnobrienedu
@pbongiovanni

Top Mentioned in G2:
@danaxson
@camudigital
@centurycollege
@harmonize42
@nebraskaedad
@jevlloyd
@drfrankwilson
@ietrainings
@dr_thchuco
@kateszumanski

Top Mentioned in G3:
@luminafound
@jamiemerisotis
@monthly
@newamericaed
@insidehighered
@edtrust
@newamerica
@georgetowncew
@tracychenmedia
@mdrc_news

Top Mentioned in G4:
@sdpinstitute
@ant_duran
@uiainnovation
@michaelsorrell
@erindoran_edd
@centerformsis
@hope4college
@paulquinntigers
@georgiastateu
@ucf

Top Mentioned in G5:
@tashaspeaks
@umrochester
@raulpacheco
@higheredjobs
@iowastateu
@unibcarlson
@dr_ledbetter

Top Mentioned in G6:
@ldburnett
@collincollege
@chroniclereview
@campusreform
@asharangappa_
@isaac_kamola
@aaup
@edifiedlistener
@dr_muddiman
@hopehakes

Top Mentioned in G7:
@honi_soit
@drdemography

Top Mentioned in G8:
@karenraycosta
@itlc_lilly
@mredshirtshaw
@langoncourse
@lizgross144
@wvupress
@lumenlearning
@innospireedu
@s
@janesaid6

Top Mentioned in G9:
@ecampusontario
@bccampus
@academicchatter
@shoshanahjacobs
@maryeburgess
@alex_smith_ants
@ubc_ctlt
@elmankabadymo
@krishans
@robertlukedotca

Top Mentioned in G10:
@chronicle
@c2initiative
@ewaemily
@edwriters
@npr
@usedgov
@adastrais
@jessicahuseman
@herdjournal
@elissanadworny

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@jurylady5
@chidambara09
@cybersec_feeds
@aaroncuddeback
@gojira007x
@femtech_
@minhkular
@digestwordpress
@thehill

Top Tweeters in G1:
@sectest9
@chidambara09
@cybersec_feeds
@aaroncuddeback
@eraser
@cybersecurityn8
@andrewmorrisuk
@bar_zie
@ricardo_ik_ahau
@hubofml

Top Tweeters in G2:
@nikhilchhajar
@adaviswilliams
@gwoodi
@cc_chapman
@erika_borkoles
@dangarrett97
@trentmkays
@prepforcollege
@keith_wilson
@scxq28

Top Tweeters in G3:
@walkerdl
@sanrau
@kathleerowlands
@theatlantic
@bradleyross
@thewademethod
@maga_izarmom
@beckya57
@blainehashimoto
@texastribune

Top Tweeters in G4:
@pkanagaratnam
@mikaelaskyesays
@saragoldrickrab
@i_am_thechange
@sawyerandrew
@scieducation1
@drjlmooreiii
@leodaflair
@alexanderrusso
@bigsloan32

Top Tweeters in G5:
@shift_in2_turbo
@raulpacheco
@conjja
@akanbutnojeezyy
@shonatiger
@younglibrarian
@afronola
@laboescapes
@wunpini_fm
@schatzipage

Top Tweeters in G6:
@gojira007x
@tabruns
@audreygarden
@laurendownsouth
@blerdmommy
@mznikkinew
@laxietoo
@yaya17017
@erupton
@unclemuley

Top Tweeters in G7:
@jurylady5
@minhkular
@wolfie_rankin
@cunningham_cch
@corruptnsw
@weezmgk
@absalomedia
@morpheusbeing
@pauldutton1968
@gailcoastie

Top Tweeters in G8:
@learnteachwin
@mssackstein
@fangirlsmash
@thetattooedprof
@turner_tasha
@lizgross144
@trakozg
@kelly_j_baker
@scottgr60613
@edutopia

Top Tweeters in G9:
@academicchatter
@jonbecker
@margymaclibrary
@dawnbazely
@eric0lawton
@macleans
@gigi88718995
@onlinecrslady
@cathyndavidson
@cathyfarrow1

Top Tweeters in G10:
@npr
@kathyb5783
@gawlinskilaura
@botnowa
@khattiy74899201
@gbhnews
@beckygmartinez
@kijomba1
@heldermira
@trish_crain


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