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highered_2021-06-22_10-16-49.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2021
Short Description:
highered via NodeXL https://bit.ly/3wPGV7L
@braincures
@insidehighered
@cabellspublish
@cmdatascoop
@edtech_highered
@advancehe
@timeshighered
@uiainnovation
@eraser
@hintondm

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

Description:
Description
The graph represents a network of 6,306 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 June 2021 at 17:31 UTC.

The requested start date was Tuesday, 22 June 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 7-day, 3-hour, 8-minute period from Monday, 14 June 2021 at 20:51 UTC to Tuesday, 22 June 2021 at 00:00 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 : 6306
Unique Edges : 5348
Edges With Duplicates : 10751
Total Edges : 16099
Number of Edge Types : 5
Mentions : 4340
Tweet : 2524
Retweet : 3585
MentionsInRetweet : 5393
Replies to : 257
Self-Loops : 2640
Reciprocated Vertex Pair Ratio : 0.0532621435082693
Reciprocated Edge Ratio : 0.101137487636004
Connected Components : 999
Single-Vertex Connected Components : 497
Maximum Vertices in a Connected Component : 3605
Maximum Edges in a Connected Component : 11037
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.936083
Graph Density : 0.000203423951057525
Modularity : 0.484593
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,306 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 June 2021 at 17:31 UTC.

The requested start date was Tuesday, 22 June 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 7-day, 3-hour, 8-minute period from Monday, 14 June 2021 at 20:51 UTC to Tuesday, 22 June 2021 at 00:00 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:
[4] https://www.insidehighered.com/blogs/confessions-community-college-dean/guide-early-college-and-dual-enrollment-programs-review
[3] https://www.eventbrite.co.uk/e/the-future-of-race-equality-in-higher-education-micro-conference-tickets-159402983615
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.reslifeportal.com%2Fwhats-new-v5-3-15-f4b5cae11cfc
[2] https://www.academiatoaffluence.com/transferable-skills/
[2] https://think.taylorandfrancis.com/rpop-callforco-editor/
[1] https://vo-general.s3.amazonaws.com/56cf3a28-e150-4f24-b1de-0a23edc7fb97/9b43219e-11fc-4868-8d75-53976d5f2b22?AWSAccessKeyId=AKIAJ4PRWO26HAX3IOCA&Expires=1710286825&response-content-disposition=inline%3B%20filename%3D%22GMT20210601-150023_Recording_gallery_2560x1440.mp4%22&response-content-type=video%2Fmp4&Signature=9GelsNE%2FTkra3yke1FHXz9we3jg%3D
[1] https://www.insidehighered.com/news/2021/06/07/university-nevada-reno-partners-apple-address-digital-inequity?utm_source=Inside+Higher+Ed&utm_campaign=ff031ae4c9-DNU_2021_COPY_02&utm_medium=email&utm_term=0_1fcbc04421-ff031ae4c9-236515782&mc_cid=ff031ae4c9&mc_eid=a79c1b7882
[1] https://www.lgbtinhighered.com/job-details/?id=2149947&title=COUNSELOR%20STUDENT%20ACCESSIBILITY%20SERVICES%20SAS%20LEARNING%20DISABILITIES%20LD%20SPECIALIST%20Extended%20Search%2FSan%20JoseEvergreen%20Community%20College%20District&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.lgbtinhighered.com/job-details/?id=2278883&title=498829%20Engineering%20and%20Computer%20Science%20Research%20Grant%20Specialist%20Administrative%20AnalystSpecialistExempt%20II%2FCalifornia%20State%20University%20Fullerton&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.lgbtinhighered.com/job-details/?id=2308869&title=Computer%20Information%20TechnologyTelecommunicationsCybersecurity%20Instructor%20Fresno%20City%20College%20FullTime%20Extended%20Filing%20Deadline%2FState%20Center%20Community%20College%20District&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[1] https://u2b.com/2021/06/14/purdue-global-tuition-free/
[1] https://twitter.com/blu_lion06/status/1404500209976197128
[1] https://campustechnology.com/articles/2021/06/10/bridging-the-digital-gap-through-technology-innovation.aspx
[1] https://twitter.com/sacnas/status/1403053364544512010
[1] https://safesupportivelearning.ed.gov/stay-connected
[1] https://www.marciafrobinson.com/blog/2021/3/7/50-workplace-predictions-for-the-rest-of-the-decade
[1] https://law.pepperdine.edu/surf-report/posts/jason-jarvis-presents-simplifying-substantive-student-feedback.htm
[1] https://twitter.com/aohasley/status/1404545193202884617
[1] https://www.microsoft.com/en-us/HEDUShowcase/?wt.mc_id=AID3030221_QSG_SCL_520730&OCID=AID3022245_TWITTER_oo_spl100002174454730
[1] https://www.nytimes.com/2021/06/14/books/re'view/george-packer-last-best-hope-jonathan-rauch-the-constitution-of-knowledge.html?smid=tw-share

Top URLs in Tweet in G2:
[1] https://ir.shareaholic.com/e?u=https://www.facultyfocus.com/articles/online-education/online-course-delivery-and-instruction/asynchronous-video-a-powerful-way-to-teach-present-and-communicate-with-students/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1&a=1&s=7
[1] https://meraki.cisco.com/webinars/virtual-think-tank-higher-education-virtual-think-tank-the-future-of-wifi/?utm_content=169724487&utm_medium=social&utm_source=twitter&hss_channel=tw-850059435355635713
[1] https://invt.io/1tdbfe9us56
[1] https://edtechmagazine.com/higher/higher/article/2021/06/2021-deans-list-30-higher-ed-it-influencers-worth-follow
[1] https://cdw.voicestorm.com/Article/Redirect/9c75593f-7009-412a-83c1-bc4b6bcf85c3?uc=32635&g=dc8f800a-b604-40f5-986d-98c2d8757be7&f=578269
[1] https://cdw.voicestorm.com/Article/Redirect/2a8d3e73-44aa-4bb4-9719-7a81820f6126?uc=32635&g=b304621a-75ee-427c-8afc-aaf713a76dbb&f=578209
[1] https://www.syracuse.com/news/2021/06/syracuse-university-hires-ohio-state-administrator-as-next-vice-chancellor-provost.html

Top URLs in Tweet in G3:
[2] https://www.academiatoaffluence.com/transferable-skills/
[1] https://twitter.com/SUMSConsulting/status/1395763949329686530

Top URLs in Tweet in G4:
[1] https://www.change.org/p/california-legislature-invest-in-low-income-students-at-independent-nonprofit-colleges?recruiter=1205490129&utm_source=share_petition&utm_medium=twitter&utm_campaign=share_petition&utm_term=share_petition&recruited_by_id=b6bea4e0-b8b9-11eb-a750-8f091f44a8c4

Top URLs in Tweet in G6:
[1] https://bit.ly/3gw4mO5
[1] https://pencil.gov.in/
[1] https://www.aacsb.edu/insights/2021/june/business-schools-differentiate-yourselves
[1] https://bit.ly/3g90Zwd
[1] https://twitter.com/drvintiagarwal/status/1401151062837391360
[1] https://www.agnii.gov.in/innovation/auticare

Top URLs in Tweet in G7:
[1] https://www.insidehighered.com/quicktakes/2021/06/15/blackstone-and-vista-equity-buy-ellucian?utm_source=Inside+Higher+Ed&utm_campaign=b44de453bb-DNU_2021_COPY_02&utm_medium=email&utm_term=0_1fcbc04421-b44de453bb-226785629&mc_cid=b44de453bb&mc_eid=6455083684
[1] https://www.wgbh.org/news/education/2021/06/17/colleges-fight-attempts-to-stop-them-from-withholding-transcripts-over-unpaid-bills?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202021-06-18%20Higher%20Ed%20Dive%20%5Bissue:34942%5D&utm_term=Higher%20Ed%20Dive
[1] https://www.chronicle.com/article/this-universitys-student-government-wasnt-working-for-students-so-they-tore-it-down-and-started-from-scratch?utm_source=Iterable&utm_medium=email&utm_campaign=campaign_2484551_nl_Academe-Today_date_20210621&cid=at&source=ams&sourceId=4825739
[1] https://www.highereddive.com/news/are-tuition-share-agreements-between-colleges-and-opms-on-solid-legal-footi/602051/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202021-06-21%20Higher%20Ed%20Dive%20%5Bissue:34964%5D&utm_term=Higher%20Ed%20Dive
[1] https://technolutions.com/events/slate-innovation-festival/slate-stage?utm_campaign=Conference%20-%20Slate%20Stage%202021&_hsenc=p2ANqtz-9xrq9ArGlE1j_B2GzSeG-7CSAsYy9NWkKkCXAjilFeLvu41aToGbrssSCpGvKo6bhJIV-d&utm_content=169695410&utm_medium=social&utm_source=twitter&hss_channel=tw-3905207296
[1] https://www.insidehighered.com/news/2021/06/11/irish-president-warns-dangers-market-driven-universities#.YMgMmhtvhPk.twitter

Top URLs in Tweet in G8:
[1] https://twitter.com/ecr_life/status/1403011454387769345

Top URLs in Tweet in G10:
[1] https://www.doers3.org/uploads/1/3/2/2/132273765/doers3_listing_and_fulfillment_in_bookstores-_final.pdf?utm_medium=email&_hsmi=133027302&_hsenc=p2ANqtz-_0Afu8hsRhAClFoN8oGUXozUzRkT25XMoHbhvQDCW7GByfg2Swxfhc8BTABODBPgNpjunCngEqN0yVGJ75ro-jJK4GNw&utm_content=133027302&utm_source=hs_email
[1] https://www.facultyfocus.com/articles/equality-inclusion-and-diversity/how-open-education-enables-culturally-responsive-teaching/?st=FFdaily;sc=FF210616;utm_term=FF210616&utm_source=ActiveCampaign&utm_medium=email&utm_content=How+Open+Education+Enables+Culturally+Responsive+Teaching&utm_campaign=FF210616
[1] https://www.insidehighered.com/views/2021/06/18/economic-recovery-requires-investing-higher-education-transformation-opinion?utm_source=Inside+Higher+Ed&utm_campaign=fb6b0f2ccc-DNU_2021_COPY_02&utm_medium=email&utm_term=0_1fcbc04421-fb6b0f2ccc-197611485&mc_cid=fb6b0f2ccc&mc_eid=dac277888e
[1] https://www.researchgate.net/profile/Andreina_Bruno2/publication/317938919_Reflective_practicum_in_higher_education_the_influence_of_the_learning_environment_on_the_quality_of_learning/links/5b62eb42a6fdccf0b20782b8/Reflective-practicum-in-higher-education-the-influence-of-the-learning-environment-on-the-quality-of-learning.pdf
[1] https://www.insidehighered.com/blogs/confessions-community-college-dean/%E2%80%98-guide-early-college-and-dual-enrollment-programs%E2%80%99-review

Top Domains
Top Domains in Tweet in Entire Graph:
[448] twitter.com
[157] insidehighered.com
[123] co.uk
[120] hispanicsinhighered.com
[78] edsurge.com
[74] ac.uk
[73] lgbtinhighered.com
[69] thepearldream.com
[68] careerarc.com
[65] adjunctnation.com

Top Domains in Tweet in G1:
[76] twitter.com
[57] theguardian.com
[38] dy.si
[36] careerarc.com
[19] infl.tv
[18] insidehighered.com
[13] cvsoci.al
[11] youtube.com
[11] chronicle.com
[9] linkedin.com

Top Domains in Tweet in G2:
[65] edsurge.com
[58] voicestorm.com
[48] twitter.com
[45] edtechmagazine.com
[17] educause.edu
[15] insidehighered.com
[13] onlineclock.net
[13] blogspot.com
[10] mashme.io
[9] linkedin.com

Top Domains in Tweet in G3:
[4] linkedin.com
[4] timeshighereducation.com
[3] twitter.com
[3] co.uk
[2] theguardian.com
[2] ac.uk
[2] pearson.com
[2] academiatoaffluence.com
[1] ukri.org
[1] forbes.com

Top Domains in Tweet in G4:
[22] twitter.com
[20] ihep.org
[8] nasfaa.org
[8] youtube.com
[7] ed.gov
[6] thirdway.org
[6] newamerica.org
[4] zoom.us
[4] senate.gov
[3] change.org

Top Domains in Tweet in G5:
[25] twitter.com
[11] scholarlyteacher.com
[10] tubarksblog.com
[8] chronicle.com
[7] insidehighered.com
[4] aacu.org
[4] libsyn.com
[3] lillyconferences-ca.com
[2] srqmagazine.com
[2] forbes.com

Top Domains in Tweet in G6:
[17] gov.in
[11] twitter.com
[7] mygov.in
[5] ac.in
[4] bit.ly
[3] hindustantimes.com
[3] indianexpress.com
[3] change.org
[2] ac.uk
[2] theshillongtimes.com

Top Domains in Tweet in G7:
[32] careerarc.com
[19] ecampusnews.com
[17] universitybusiness.com
[13] insidehighered.com
[8] twitter.com
[8] thetambellinigroup.com
[7] illinois.gov
[5] highereddive.com
[4] ibhe.org
[4] hechingerreport.org

Top Domains in Tweet in G8:
[55] academica.ca
[17] twitter.com
[2] qualtrics.com
[2] bccampus.ca
[2] sfdora.org
[1] tandfonline.com
[1] co.uk
[1] zoom.us
[1] compugen.com
[1] substack.com

Top Domains in Tweet in G9:
[18] ac.uk
[6] twitter.com
[2] ow.ly
[2] youtube.com
[1] uio.no
[1] britishcouncil.org
[1] universityworldnews.com

Top Domains in Tweet in G10:
[34] ivywise.com
[28] insidehighered.com
[19] podbean.com
[11] twitter.com
[10] drbruceajohnson.com
[5] linkedin.com
[4] wcetfrontiers.org
[4] mailchi.mp
[3] usnews.com
[3] opb.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4854] highered
[388] education
[374] edtech
[326] highereducation
[312] college
[140] edchat
[124] elearning
[106] onlinelearning
[101] students
[101] academictwitter



Top Hashtags in Tweet in G1:
[642] highered
[92] highereducation
[36] teaching
[36] edtech
[33] education
[31] college
[27] edchat
[18] students
[17] academictwitter
[17] cengage

Top Hashtags in Tweet in G2:
[539] highered
[228] edtech
[90] education
[59] cdwsocial
[57] avtweeps
[48] edchat
[47] k12
[45] onlinelearning
[29] teachers
[26] elearning

Top Hashtags in Tweet in G3:
[22] highered
[7] researchculture
[6] phdchat
[6] phdlife
[6] scipol
[6] scicomm
[6] dcdc21
[5] gradschool
[5] reimagineresearch
[4] womeninstem

Top Hashtags in Tweet in G4:
[226] highered
[27] mostimportantdoor
[26] negreg
[10] supportstudentparents
[7] broadband
[7] covid19
[6] nowhiring
[5] pelligible
[5] studentparents
[4] negotiatedrulemaking

Top Hashtags in Tweet in G5:
[197] highered
[18] edchat
[17] elearning
[16] teachingandlearning
[16] instructionaldesign
[5] mackenziescott
[5] facdev
[4] students
[4] academictwitter
[4] mustread

Top Hashtags in Tweet in G6:
[21] covid
[19] education
[11] knowledgedemocracy
[8] unite2fightcorona
[7] rri
[7] highereducation
[6] highered
[6] sdgs
[6] covid19
[6] india

Top Hashtags in Tweet in G7:
[197] highered
[29] highereducation
[17] highereducationleadership
[14] diversity
[14] illinois
[14] students
[14] college
[13] vancouverwa
[10] vanwa
[9] inclusion

Top Hashtags in Tweet in G8:
[139] highered
[76] cdnpse
[72] education
[11] pedagogyofkindness
[5] academictwitter
[4] edtech
[4] academicchatter
[4] scvnc2021
[3] citizenscience
[3] communityscience

Top Hashtags in Tweet in G9:
[87] highered
[39] a3
[39] ukpsf
[7] raceequality
[6] raceequalitycharter
[5] athenaswan
[5] genderequality
[4] lthechat
[4] advancehemembers
[3] inclusion

Top Hashtags in Tweet in G10:
[174] highered
[31] collegeadmissions
[17] onlinelearning
[14] edtech
[12] distancelearning
[12] highereducation
[9] collegeprep
[9] elearning
[8] college
[8] transfer

Top Words
Top Words in Tweet in Entire Graph:
[4854] #highered
[952] students
[805] more
[706] education
[544] student
[506] college
[427] higher
[411] university
[388] #education
[377] read

Top Words in Tweet in G1:
[642] #highered
[92] #highereducation
[84] students
[80] more
[67] education
[66] college
[62] university
[61] student
[57] london
[50] higher

Top Words in Tweet in G2:
[539] #highered
[228] #edtech
[123] edtech_highered
[117] students
[98] education
[90] #education
[87] online
[85] higher
[76] more
[75] learning

Top Words in Tweet in G3:
[22] #highered
[22] ukri_ceo
[20] braincures
[19] jeremyfarrar
[19] do_kinder
[17] universitiesuk
[16] ajackiehunter
[12] ig_highered
[12] 1752group
[10] roysocchem

Top Words in Tweet in G4:
[226] #highered
[82] students
[50] week
[41] institutions
[39] join
[37] more
[36] iheptweets
[35] student
[34] education
[29] usedgov

Top Words in Tweet in G5:
[197] #highered
[53] sarosecav
[52] faculty
[50] staff
[49] year
[44] care
[44] coming
[43] yes
[43] compassion
[42] dear

Top Words in Tweet in G6:
[150] education
[63] eduminofindia
[42] higher
[34] children
[32] india
[32] minister
[29] more
[27] programme
[25] scheme
[21] #covid

Top Words in Tweet in G7:
[197] #highered
[30] news
[29] job
[29] #highereducation
[27] college
[26] colleges
[25] education
[24] plan
[24] time
[24] students

Top Words in Tweet in G8:
[139] #highered
[76] #cdnpse
[73] more
[73] read
[72] #education
[65] university
[65] instructors
[56] canada
[54] experiences
[50] courses

Top Words in Tweet in G9:
[87] #highered
[44] hintondm
[43] assessment
[41] feedback
[41] follow
[39] researchers
[39] particular
[39] order
[39] #a3
[39] #ukpsf

Top Words in Tweet in G10:
[174] #highered
[35] latest
[34] students
[31] #collegeadmissions
[30] college
[28] '
[27] insidehighered
[27] ivywise's
[27] 'just
[27] admit

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[300] higher,education
[155] #highered,#highereducation
[122] #highered,institutions
[122] read,more
[121] learn,more
[110] #highered,#edtech
[104] #highered,#education
[103] latest,vacancy
[92] higher,ed
[90] #highered,#college

Top Word Pairs in Tweet in G1:
[37] higher,education
[24] #highereducation,#highered
[23] #highered,#highereducation
[20] #highered,#teaching
[18] rise,sap
[18] candidate360tm,solution
[17] #teaching,#cengage
[16] #edchat,#highered
[15] learn,more
[15] london,greater

Top Word Pairs in Tweet in G2:
[84] #highered,#edtech
[42] higher,education
[29] higher,ed
[25] #edtech,#highered
[24] #highered,#cdwsocial
[24] #edtech,#avtweeps
[23] artificial,intelligence
[20] explain,concepts
[19] #highered,#avtweeps
[18] 2021,dean

Top Word Pairs in Tweet in G3:
[10] jeremyfarrar,michelle_cruk
[10] michelle_cruk,ukri_ceo
[9] wiringthebrain,vvoikar
[9] vvoikar,alepalermo_1
[9] alepalermo_1,roysocchem
[9] roysocchem,fabulouslylaura
[9] fabulouslylaura,mresmini
[9] do_kinder,jeremyfarrar
[9] ukri_ceo,universitiesuk
[9] universitiesuk,union_newsuk

Top Word Pairs in Tweet in G4:
[25] #highered,institutions
[21] next,week
[17] higher,education
[16] negotiated,rulemaking
[16] student,parents
[12] public,hearings
[12] twitter,chat
[11] higherlearnadv,next
[11] week,join
[11] join,hla

Top Word Pairs in Tweet in G5:
[49] faculty,staff
[43] compassion,care
[42] dear,#highered
[42] #highered,administrators
[42] administrators,yes
[42] yes,exercise
[42] exercise,compassion
[42] care,faculty
[42] staff,coming
[42] coming,year

Top Word Pairs in Tweet in G6:
[39] higher,education
[18] education,minister
[17] socially,responsible
[16] yuva,scheme
[12] international,perspectives
[12] #covid,19
[9] responsible,higher
[8] prime,minister
[8] minister,yuva
[8] 2019,20

Top Word Pairs in Tweet in G7:
[28] #highered,#highereducation
[20] strategic,plan
[19] higher,education
[19] part,time
[19] ecampus,news
[17] continuous,pool
[17] #highereducation,#highereducationleadership
[15] instructor,continuous
[13] #highered,strategic
[11] see,latest

Top Word Pairs in Tweet in G8:
[76] #cdnpse,#highered
[72] #highered,#education
[67] read,more
[53] university,instructors
[50] instructors,canada
[46] attention,university
[46] canada,hear
[46] hear,experiences
[46] experiences,designing
[46] designing,updating

Top Word Pairs in Tweet in G9:
[41] feedback,#highered
[40] assessment,feedback
[39] researchers,assessment
[39] #highered,follow
[39] follow,particular
[39] particular,order
[39] order,#a3
[39] #a3,#ukpsf
[38] hintondm,researchers
[38] #ukpsf,#pleasesugge

Top Word Pairs in Tweet in G10:
[27] 'just,admit
[27] admit,'
[19] ivywise's,'just
[19] ',podcast
[19] latest,episode
[19] top,#highered
[19] #highered,insight
[19] insight,differences
[19] differences,between
[19] between,uk

Top Replied-To
Top Replied-To in Entire Graph:
@ggatguelph
@panoptika
@do_kinder
@edtech_highered
@proudlysa
@bppgroup
@groundworklon
@utafrith
@universityoflaw
@drwieseleek

Top Replied-To in G1:
@christiecampus

Top Replied-To in G2:
@edtech_highered
@drwieseleek
@av_jamesking
@professortech_
@katienovakudl
@brentgwarner
@soph_bailey
@edushaikh
@jlubinsky
@moogdiesel

Top Replied-To in G3:
@do_kinder
@utafrith
@coyneoftherealm
@elebelfiore
@nonprofit_phd
@drumeshprabhu
@ajackiehunter
@jeremyfarrar
@jim_dickinson
@braincures

Top Replied-To in G4:
@taramaustin
@usedgov
@rkelchen
@edanalyst
@mikeitzkowitz
@lananhtnguyen
@akilbello
@arunwise
@dtandberg
@profkt

Top Replied-To in G5:
@loweryhart
@chronicle
@susandebrablum
@daniellelorenz
@disableddoctor
@mdrelichman

Top Replied-To in G6:
@iimb_official
@rtandon_pria
@unescochaircbr
@highered_india
@ltgovdelhi

Top Replied-To in G7:
@spfldcollege

Top Replied-To in G8:
@photopidge
@ecogiroux
@firawle

Top Replied-To in G9:
@advancehe
@lthechat
@freddieberry97

Top Replied-To in G10:
@edupexperience

Top Mentioned
Top Mentioned in Entire Graph:
@edtech_highered
@ncpolicywatch
@curtisschin
@higheredsurge
@hispanichighed
@eduminofindia
@sarosecav
@eraser
@insidehighered
@christinemishra

Top Mentioned in G1:
@cursivecontent
@gradright
@masttranscript
@drescotet
@getunifyed
@joeldbloom
@mygurujigrammar
@pwgtennant

Top Mentioned in G2:
@edtech_highered
@higheredsurge
@nisha_malhotra_
@educause
@innospireedu
@josiahway
@prepps_
@higheredav
@edscoop_news
@blearninghub

Top Mentioned in G3:
@ukri_ceo
@braincures
@jeremyfarrar
@universitiesuk
@ajackiehunter
@do_kinder
@ig_highered
@1752group
@roysocchem
@michelle_cruk

Top Mentioned in G4:
@iheptweets
@usedgov
@thirdwayedu
@higherlearnadv
@newamericaed
@nasfaa
@shelbeklebs
@wesleywhistle
@mikeitzkowitz
@ncanetwork

Top Mentioned in G5:
@sarosecav
@karenraycosta
@torreytrust
@geekypedagogy
@cjdenial
@skrabut
@anngagne
@itlc_lilly
@intljouracaddev
@bali_maha

Top Mentioned in G6:
@eduminofindia
@airnewsalerts
@stc_india
@the_acu
@aicte_india
@pria_india
@iitmadras
@unescochaircbr
@drrpnishank
@sanjaydhotremp

Top Mentioned in G7:
@ibhetweets
@luminafound
@tambellinigroup
@hechingerreport
@kirkcarapezza
@insidehighered
@higheredsurge
@jamiemerisotis
@gbh
@morningedition

Top Mentioned in G8:
@christinemishra
@academicatopten
@shoshanahjacobs
@firawle
@utm
@uoft
@lizdporter
@senecacollege
@uofg
@academicchatter

Top Mentioned in G9:
@hintondm
@advancehe
@uniofnottingham
@dzbelluigi
@portsmouthuni
@davethomasot
@durhamsociology
@uob_hefi
@berryod
@durham_uni

Top Mentioned in G10:
@ivywise
@insidehighered
@drbruceajohnson
@wcet_info
@overseas_edctn
@aebilgili
@meerahpowell
@ualtle
@russpoulin
@fkuzu79

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@oldlady12345
@hrblock_21
@cybersec_feeds
@chidambara09
@ejlazar
@femtech_
@rjber15
@independent
@xaelbot

Top Tweeters in G1:
@sanrau
@gwoodi
@dsquared75
@joseph_santoro
@seni_bl
@wmr_tokyo
@erika_borkoles
@simpliteach
@chemicaleyeguy
@sarahdateechur

Top Tweeters in G2:
@hubofml
@artificialbra1n
@ipythonistabot
@fabriciosx
@raulpacheco
@bar_zie
@noahpinion
@forbes
@wallybock
@education_24x7

Top Tweeters in G3:
@independent
@guardian
@googleexpertuk
@marting8177
@ignaciovalle3
@drumeshprabhu
@time
@tristramwyatt
@laserhaas01
@suzannah_baron

Top Tweeters in G4:
@oldlady12345
@nytimes
@latimes
@saragoldrickrab
@clanghoff1
@thesiliconhill
@objectiverodeo
@pierre018
@sheridanfinaid
@bttbbrack

Top Tweeters in G5:
@moniselseward
@nancyrubin
@squizzradical
@learnteachwin
@readywriting
@margymaclibrary
@thetattooedprof
@katrinajax
@poseysessions
@co_pony

Top Tweeters in G6:
@ani
@indiapostoffice
@airnewsalerts
@pib_india
@niticentral
@sdg2030
@pti_news
@swamy39
@smritiirani
@vrnagpur

Top Tweeters in G7:
@periscopeislit
@npr
@newshour
@pythonexpertbot
@betterjobsearch
@faithcompassion
@ennomnom
@laist
@sondracosgrove
@gbhnews

Top Tweeters in G8:
@natricer
@academicchatter
@needhibhalla
@elle_v__
@dawnbazely
@courosa
@philosophylinks
@common_st
@nait
@womeninstemsa

Top Tweeters in G9:
@david_t_evans
@equalitywarrior
@refugees
@mariuzzoandrea
@registrarism
@uniofnottingham
@unhcruk
@jacquiavelli
@unikent
@he_harriet

Top Tweeters in G10:
@clevelanddotcom
@johnniemaebrown
@seattletimes
@usnews
@jeremyhl
@ourblogginglife
@yahoo
@ed
@akilbello
@mel_edwards