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highered_2023-01-10_12-30-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 10, 2023
Short Description:
highered via NodeXL https://bit.ly/3CDgFT0
@torreytrust
@insidehighered
@patricehoudayer
@dradfinch
@lexalogue
@jasonrhode
@dunkelmunkel
@lseimpactblog
@higheredeu
@chronicle

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

Description:
Description
The graph represents a network of 4,747 Twitter users whose recent tweets contained "highered", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 20:34 UTC.

The tweets in the network were tweeted over the 1949-day, 8-hour, 53-minute period from Friday, 08 September 2017 at 16:06 UTC to Tuesday, 10 January 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 4747
Unique Edges : 3370
Edges With Duplicates : 7791
Total Edges : 11161
Number of Edge Types : 9
Retweet : 2488
MentionsInRetweet : 3405
MentionsInReplyTo : 1169
Mentions : 2060
Replies to : 512
Tweet : 1212
Quote : 158
MentionsInQuote : 151
MentionsInQuoteReply : 6
Self-Loops : 1635
Reciprocated Vertex Pair Ratio : 0.0432223652749678
Reciprocated Edge Ratio : 0.0828631875881523
Connected Components : 654
Single-Vertex Connected Components : 276
Maximum Vertices in a Connected Component : 2508
Maximum Edges in a Connected Component : 6443
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.074078
Graph Density : 0.000251761464711982
Modularity : 0.494671
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,747 Twitter users whose recent tweets contained "highered", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 20:34 UTC.

The tweets in the network were tweeted over the 1949-day, 8-hour, 53-minute period from Friday, 08 September 2017 at 16:06 UTC to Tuesday, 10 January 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[30] https://www.nationalmemo.com/prison-slavery-2658948100
[18] https://gabi-reinmann.de/?p=7534
[13] https://er.educause.edu/articles/2023/1/online-faculty-and-student-mentoring-building-community-and-leveraging-resources
[11] http://certificationpoint.org/topbusinesses.php
[9] https://www.highereddive.com/news/7-higher-education-trends-to-watch-in-2023/639131/
[9] https://www.edsurge.com/news/2022-12-13-student-disengagement-has-soared-since-the-pandemic-here-s-what-lectures-look-like-now?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[8] https://www.legat.com/ohio-universitys-ohio-esports-arena-redefines-video-gaming/
[8] https://www.mdrc.org/podcast/promoting-equity-college-completion-interview-amanda-janice-roberson-and-jinann-bitar
[7] http://www.drawittoknowit.com/
[7] https://www.avnation.tv/avnation-best-of-2022-awards/

Top URLs in Tweet in G1:
[1] https://twitter.com/torreytrust/status/1325491926842347525
[1] https://docs.google.com/presentation/d/1Vo9w4ftPx-rizdWyaYoB-pQ3DzK1n325OgDgXsnt0X0/edit?usp=sharing
[1] https://twitter.com/torreytrust/status/1610779436869193729/photo/1
[1] https://drive.google.com/file/d/1nY3YwHoq_W_RJcMdLxde_C4ERzFfEUST/view?usp=sharing
[1] https://twitter.com/torreytrust/status/1325491926842347525/photo/1
[1] https://www.insidehighered.com/blogs/higher-ed-gamma/how-improve-college-teaching-2023#.Y7wry8Vq_-k.twitter
[1] https://www.ecampusnews.com/2023/01/06/whats-the-state-of-the-american-college-student/
[1] https://www.chronicle.com/article/staffing-woes-continue-at-community-colleges-stalling-their-pandemic-recovery
[1] https://www.ecampusnews.com/2023/01/05/overcoming-barriers-to-on-time-completion/
[1] https://www.chronicle.com/article/the-great-faculty-disengagement

Top URLs in Tweet in G2:
[30] https://www.nationalmemo.com/prison-slavery-2658948100
[11] https://er.educause.edu/articles/2023/1/online-faculty-and-student-mentoring-building-community-and-leveraging-resources
[9] https://www.edsurge.com/news/2022-12-13-student-disengagement-has-soared-since-the-pandemic-here-s-what-lectures-look-like-now?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[8] https://www.mdrc.org/podcast/promoting-equity-college-completion-interview-amanda-janice-roberson-and-jinann-bitar
[7] https://www.amazon.com/dp/B09DXD4FKX
[6] https://www.thirdway.org/blog/republican-voters-support-higher-education-reform
[6] http://rattlernation.blogspot.com/2023/01/lawson-did-lot-for-famu-in-six-years-in.html
[6] https://www.edsurge.com/news/2022-12-20-is-college-worth-it-a-father-and-son-disagree-on-whether-to-finish-their-degrees?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[5] https://www.insidehighered.com/digital-learning/blogs/online-trending-now/dozen-years-decline
[5] https://blogs.lse.ac.uk/impactofsocialsciences/?p=40916

Top URLs in Tweet in G3:
[4] https://t.ly/xhUy_
[4] https://wpi-inc.org/hbcuforum2023.html
[3] https://www.highereddive.com/news/7-higher-education-trends-to-watch-in-2023/639131/
[3] https://www.insidehighered.com/news/2023/01/04/community-colleges-suffer-employee-shortages
[3] https://twitter.com/bsacrescentinst/status/1612396424167329795/photo/1
[2] https://www.npr.org/2023/01/09/1147549845/gptzero-ai-chatgpt-edward-tian-plagiarism
[2] https://twitter.com/SocProfDina/status/1612089439064588293/photo/1
[2] https://www.insidehighered.com/news/2023/01/04/should-class-participation-be-graded-college
[2] https://twitter.com/Red_N_Right/status/1606965904608473089/photo/1
[2] https://unb-web.scansoftware.com/cafeweb/tapestry?page=CU%20Application

Top URLs in Tweet in G4:
[4] https://www.police1.com/police-training/articles/police-firearms-training-how-often-should-you-be-shooting-RNSWpyCwLzR9Csrf/
[1] https://twitter.com/highered_noc/status/1610763546240946176/photo/1
[1] https://twitter.com/highered_noc/status/1612454696303661056/photo/1
[1] https://twitter.com/mpukita/status/1232797549985058816?s=20
[1] https://twitter.com/RedFizo1/status/1610437979721404420/photo/1
[1] https://twitter.com/RedFizo1/status/1610625015162060800/photo/1
[1] https://twitter.com/AkeemLovesYou/status/1611752316750925826/video/1
[1] https://twitter.com/akeemlovesyou/status/1611752316750925826?s=46&t=4YGsop7TmIxYern64P9miA
[1] https://www.foxnews.com/us/sgt-marlene-rittmanic-begged-for-her-life-before-being-murdered-in-cold-blood-docs
[1] https://twitter.com/PercocetSir/status/1611022195064455176/photo/1

Top URLs in Tweet in G5:
[11] http://certificationpoint.org/topbusinesses.php
[7] https://www.avnation.tv/avnation-best-of-2022-awards/
[6] https://higheredav.com/higher-ed-vertical-earns-five-nominations-in-avnation-awards/
[6] http://certificationpoint.org/package.htm
[4] http://ascdcommunity.ascd.org/discussion/378/school-leadership-self-care-staff-students-january-12-2023-at-7-00-p-m-e-t
[4] https://twitter.com/HigherEdAV/status/1609943507791405056
[4] https://www.rdene915.com/
[4] https://www.heysia.ai/
[3] https://ascdcommunity.ascd.org/discussion/483/ascd-big-news-wrap-up-of-2022-is-now-live#latest
[3] https://www.chrisnesi.com/blog/the-power-of-microsoft-flip-in-higher-ed/

Top URLs in Tweet in G6:
[2] http://highered.zone/tag/uniofbath/
[2] http://highered.zone/tag/lsenews/
[1] https://www.chronicle.com/article/its-not-about-the-evidence-anymore
[1] https://link.springer.com/article/10.1007/s11528-021-00679-5
[1] https://www.london.ac.uk/centre-online-distance-education/events/why-learning-design-why-now-0
[1] https://twitter.com/neilmosley5/status/1612166699100393472/photo/1
[1] https://olj.onlinelearningconsortium.org/index.php/olj/article/view/1212
[1] https://thepienews.com/analysis/the-talent-war-in-international-educations-great-resignation/
[1] http://highered.zone/tag/ucl/
[1] http://highered.zone/tag/unikent/

Top URLs in Tweet in G7:
[4] https://thepiejobs.com/jobs/view/associate-director-academic-enterprise-international
[4] https://twitter.com/clayhensley/status/1611836554305228800/photo/1
[3] https://e-learning-teleformacion.blogspot.com/2020/03/la-inteligencia-artificial-en-la.html
[3] https://twitter.com/ResearchEdDC/status/1610283612829802496/photo/1
[3] https://twitter.com/akilbello/status/1611774806588035072/photo/1
[2] https://medium.com/ñam-educkacción-en-red/vles-a-metaphorical-history-from-sharks-to-limpet-2f943f491a26?source=friends_link&sk=a310cdf0426de03a04e755ac76d85cd0
[2] https://medium.com/%C3%B1am-educkacci%C3%B3n-en-red/higher-education-in-a-post-digital-era-bb8ceedea6cd?source=friends_link&sk=8ac5a39a0b5054abbc7a1dbcbfdc0861
[2] https://thepiejobs.com/jobs/view/63a4c3bc4ec84__international-business-development-manager
[2] https://thepiejobs.com/jobs/view/international-programme-coordinator
[1] https://dal.peopleadmin.ca/postings/12276-assistant_vice-provost_campus_living_and_student_well-being-dalhousie_university-halifax

Top URLs in Tweet in G8:
[2] https://www.ccdaily.com/2023/01/student-perspectives-retaining-dual-enrolled-students/
[2] https://twitter.com/EmmaJanePettit/status/1610464712616976385
[1] https://twitter.com/RonFilipkowski/status/1611922864634036225/video/1
[1] https://twitter.com/RonFilipkowski/status/1609406998730182656/video/1
[1] https://wonkhe.com/blogs/entry-tariffs-dont-tell-us-the-whole-story/
[1] https://www.insidehighered.com/admissions/article/2022/12/12/gao-report-blasts-colleges-aid-offers
[1] https://wonkhe.com/blogs/part-time-higher-education-needs-ambition/
[1] https://www.chronicle.com/article/how-to-teach-a-good-first-day-of-class/
[1] https://paper.li/DrADFinch/1432141729?share_id=8d77d1a0-9040-11ed-b13a-fa163e1a70d7
[1] https://paper.li/DrADFinch/1389237889?share_id=aa150b00-8cd2-11ed-9bfa-fa163ed80008

Top URLs in Tweet in G9:
[3] https://cmsi.gse.rutgers.edu/ELEVATE
[2] https://rutgers.ca1.qualtrics.com/jfe/form/SV_4H4UqaPlGCiJXKK
[2] https://www.edweek.org/policy-politics/opinion-the-2023-rhsu-edu-scholar-public-influence-rankings/2023/01?utm_source=nl&utm_medium=eml&utm_campaign=eu&M=5866632&UUID=4ef3b9b4efb08171a8ad289315a560b3&T=7911756
[1] https://twitter.com/KerriJMalloy/status/1611587772741189632/photo/1
[1] https://jobs.chronicle.com/job/37382813/vice-provost-for-research-administration/
[1] https://jobs.chronicle.com/job/37386130/vice-provost-for-strategic-planning-and-institutional-effectiveness/
[1] https://twitter.com/CenterForMSIs/status/1610733555457429504/photo/1
[1] https://twitter.com/CenterForMSIs/status/1611077572237955072/photo/1
[1] https://twitter.com/CenterForMSIs/status/1612464712880373763/photo/1
[1] https://twitter.com/CenterForMSIs/status/1610294915237298182/photo/1

Top URLs in Tweet in G10:
[2] https://twitter.com/peoplesassembl_/status/1611362508987580417/photo/1
[1] https://geo.coop/
[1] https://twitter.com/StefanPasti/status/1611433090198474762/photo/1
[1] https://twitter.com/StefanPasti/status/1610825177633378304/photo/1
[1] https://twitter.com/StefanPasti/status/1611195137186471940/photo/1
[1] https://twitter.com/StefanPasti/status/1611246158663352321/photo/1
[1] https://twitter.com/StefanPasti/status/1611231287490101248/photo/1
[1] https://twitter.com/StefanPasti/status/1612218586701107200/photo/1
[1] https://twitter.com/StefanPasti/status/1612290256933621760/photo/1
[1] https://twitter.com/StefanPasti/status/1611253221116510209/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1140] twitter.com
[278] paper.li
[164] insidehighered.com
[49] voicestorm.com
[45] ac.uk
[45] jobhakr.com
[36] careerarc.com
[33] academica.ca
[32] chronicle.com
[31] educause.edu

Top Domains in Tweet in G1:
[6] twitter.com
[4] chronicle.com
[2] google.com
[2] insidehighered.com
[2] ecampusnews.com
[2] ac.uk
[2] substack.com
[1] barbihoneycutt.com
[1] myworkdayjobs.com
[1] sentientsyllabus.org

Top Domains in Tweet in G2:
[149] twitter.com
[133] insidehighered.com
[115] paper.li
[45] jobhakr.com
[30] nationalmemo.com
[24] ac.uk
[18] edsurge.com
[15] blogspot.com
[12] timeshighereducation.com
[11] ecampusnews.com

Top Domains in Tweet in G3:
[170] twitter.com
[16] insidehighered.com
[13] careerarc.com
[9] linkedin.com
[9] dy.si
[8] highereddive.com
[6] aldianews.com
[5] youtube.com
[4] infl.tv
[4] t.ly

Top Domains in Tweet in G4:
[16] twitter.com
[4] police1.com
[1] foxnews.com
[1] thehill.com
[1] presearch.com
[1] crankyhermit.net

Top Domains in Tweet in G5:
[147] twitter.com
[49] voicestorm.com
[27] certificationpoint.org
[20] ascd.org
[12] higheredav.com
[10] paper.li
[9] edtechmagazine.com
[7] avnation.tv
[7] rdene915.com
[5] youtube.com

Top Domains in Tweet in G6:
[7] highered.zone
[1] chronicle.com
[1] springer.com
[1] ac.uk
[1] twitter.com
[1] onlinelearningconsortium.org
[1] thepienews.com

Top Domains in Tweet in G7:
[33] twitter.com
[15] medium.com
[13] blogspot.com
[9] thepiejobs.com
[3] chronicle.com
[3] umn.edu
[3] campusworksinc.com
[2] thepienews.com
[1] peopleadmin.ca
[1] codata.org

Top Domains in Tweet in G8:
[28] paper.li
[9] twitter.com
[2] wonkhe.com
[2] insidehighered.com
[2] ccdaily.com
[2] chronicle.com
[1] smerconish.com
[1] rowman.com

Top Domains in Tweet in G9:
[13] twitter.com
[13] paper.li
[6] forbes.com
[4] chronicle.com
[3] rutgers.edu
[2] qualtrics.com
[2] edweek.org
[2] usnews.com
[2] timeshighereducation.com
[2] fastcompany.com

Top Domains in Tweet in G10:
[13] twitter.com
[2] resilience.org
[1] geo.coop
[1] kisstheground.com
[1] sciencedirect.com
[1] columbia.edu
[1] evergreenaction.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2797] highered
[305] edtech
[271] education
[189] highereducation
[129] academictwitter
[116] college
[113] chatgpt
[87] ai
[64] university
[64] jobinterview



Top Hashtags in Tweet in G1:
[22] highered
[9] chatgpt
[3] edtech
[3] education
[3] sentientsyllabus
[3] ai
[2] tech
[2] pedagogy
[2] university
[2] academia

Top Hashtags in Tweet in G2:
[555] highered
[64] jobinterview
[62] jobadvice
[56] edtech
[53] jobcoaching
[47] interviewcoaching
[41] careeradvise
[39] jobsearch
[36] jobsearchadvice
[36] sagrad

Top Hashtags in Tweet in G3:
[393] highered
[44] highereducation
[22] college
[20] education
[17] academictwitter
[12] universities
[12] university
[11] colleges
[10] onlinelearning
[10] chatgpt

Top Hashtags in Tweet in G4:
[1] highered
[1] speakervote

Top Hashtags in Tweet in G5:
[268] highered
[157] edtech
[68] education
[50] avtweeps
[49] cdwsocial
[42] higheredav
[32] k12
[29] ai
[26] cloud
[26] edchat

Top Hashtags in Tweet in G6:
[5] highered
[2] learningdesign
[2] six
[1] tel
[1] onlinelearning

Top Hashtags in Tweet in G7:
[66] highered
[23] universidad
[18] elearning
[17] education
[16] hiring
[14] highereducation
[14] university
[13] educación
[12] intled
[12] uk

Top Hashtags in Tweet in G8:
[43] highered
[14] education
[8] success
[5] highereducation
[3] thenewwhitenationalism
[3] communitycolleges
[2] neverunderestimateyou
[2] leadership
[1] trump
[1] usa

Top Hashtags in Tweet in G9:
[70] highered
[13] college
[11] academictwitter
[9] msi
[9] elevate2023
[8] leadership
[6] elevate
[5] jobopportunities
[5] equity
[4] education

Top Hashtags in Tweet in G10:
[8] highered
[8] communityvisioning
[1] ccidindc
[1] thetimeisnow
[1] climateaction
[1] youth
[1] sdg13
[1] ecologicalfootprint
[1] cascadia

Top Words
Top Words in Tweet in Entire Graph:
[2800] #highered
[1157] more
[836] learn
[698] chatgpt
[689] open
[670] educators
[658] source
[654] torreytrust
[650] slide
[650] deck

Top Words in Tweet in G1:
[624] more
[622] chatgpt
[622] torreytrust
[620] deck
[620] slide
[620] open
[619] educators
[619] source
[619] learn
[619] browsing

Top Words in Tweet in G2:
[555] #highered
[204] insidehighered
[108] latest
[96] higher
[92] students
[90] student
[86] education
[77] college
[75] thanks
[64] #jobinterview

Top Words in Tweet in G3:
[393] #highered
[67] students
[57] more
[53] 2023
[47] education
[45] college
[44] #highereducation
[40] higher
[39] year
[36] student

Top Words in Tweet in G4:
[232] highered_noc
[155] jackposobiec
[52] wolfoflevittown
[34] redfizo1
[30] johnswine87
[26] officer
[22] police
[21] maddow
[21] more
[21] mpukita

Top Words in Tweet in G5:
[270] #highered
[157] #edtech
[87] students
[68] #education
[65] ascd
[61] learning
[59] community
[53] more
[50] #avtweeps
[49] #cdwsocial

Top Words in Tweet in G6:
[20] design
[17] neilmosley5
[10] take
[10] sharpe
[10] approach
[10] oliver
[10] faculty
[10] findings
[10] focused
[10] predominantly

Top Words in Tweet in G7:
[66] #highered
[48] aw
[29] fanta
[27] ceo
[25] nafsa
[24] phd
[24] director
[23] #universidad
[23] executive
[22] bring

Top Words in Tweet in G8:
[43] #highered
[31] latest
[30] thanks
[14] #education
[14] daily
[9] education
[9] higher
[8] #success
[8] today
[8] coaching

Top Words in Tweet in G9:
[70] #highered
[21] college
[15] more
[15] centerformsis
[14] bipartisan
[14] latest
[14] hbcus
[13] #college
[13] education
[13] critical

Top Words in Tweet in G10:
[9] positive
[8] #communityvisioning
[8] civilian
[8] #highered
[8] neighborhood
[8] effects
[8] multiplier
[8] local
[8] exponentially
[8] everywhere

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[741] learn,more
[650] slide,deck
[650] open,source
[649] educators,learn
[649] more,browsing
[649] source,slide
[649] browsing,open
[640] chatgpt,educators
[639] torreytrust,chatgpt
[182] higher,education

Top Word Pairs in Tweet in G1:
[620] slide,deck
[619] educators,learn
[619] chatgpt,educators
[619] open,source
[619] learn,more
[619] source,slide
[619] more,browsing
[619] browsing,open
[618] torreytrust,chatgpt
[4] detection,tools

Top Word Pairs in Tweet in G2:
[55] #jobinterview,#jobadvice
[53] #jobadvice,#jobcoaching
[51] higher,ed
[47] #jobcoaching,#interviewcoaching
[46] #highered,#edtech
[41] higher,education
[38] daily,thanks
[36] student,affairs
[35] #naspa,#jobsearch
[33] #interviewcoaching,#careeradvise

Top Word Pairs in Tweet in G3:
[26] higher,education
[23] #highereducation,#highered
[17] #highered,#highereducation
[10] higher,ed
[9] learn,more
[8] colleges,universities
[8] read,more
[8] ai,robots
[7] #highered,institutions
[7] #education,#highered

Top Word Pairs in Tweet in G4:
[148] highered_noc,jackposobiec
[47] wolfoflevittown,highered_noc
[28] redfizo1,highered_noc
[21] jackposobiec,maddow
[15] johnswine87,wolfoflevittown
[14] highered_noc,draseemmalhotra
[13] highered_noc,tomfitton
[13] erickcourtney1,wolfoflevittown
[10] mpukita,highered_noc
[9] masonbrand71,highered_noc

Top Word Pairs in Tweet in G5:
[68] #highered,#edtech
[40] #edtech,#avtweeps
[37] #avtweeps,#higheredav
[28] top,edtech
[28] region,gt
[25] learn,more
[24] barriers,prevent
[24] see,#cloud
[24] ascd,professional
[24] solutions,being

Top Word Pairs in Tweet in G6:
[10] pragmatic,approach
[10] design,focused
[10] findings,support
[10] predominantly,pragmatic
[10] take,predominantly
[10] approach,design
[10] observation,faculty
[10] sharpe,oliver
[10] support,sharpe
[10] faculty,take

Top Word Pairs in Tweet in G7:
[27] fanta,aw
[23] executive,director
[23] aw,phd
[21] 13,23
[21] nafsa's,next
[21] phd,serve
[21] announce,fanta
[21] next,executive
[21] effective,13
[21] serve,nafsa's

Top Word Pairs in Tweet in G8:
[14] daily,thanks
[14] #highered,#education
[9] higher,education
[8] latest,coaching
[8] today,thanks
[8] coaching,today
[8] #highered,#success
[7] education,daily
[7] latest,higher
[7] latest,shiny

Top Word Pairs in Tweet in G9:
[12] critical,future
[12] create,bipartisan
[12] simply,put
[12] put,create
[12] bipartisan,agenda
[12] future,economies
[12] economies,#highered
[12] hbcus,critical
[12] #highered,simply
[11] jsiddiqi7,hbcus

Top Word Pairs in Tweet in G10:
[8] multiplier,effects
[8] positive,multiplier
[8] catalyzed,local
[8] effects,felt
[8] local,#communityvisioning
[8] felt,everyone
[8] #communityvisioning,neighborhood
[8] communities,everywhere
[8] everywhere,exponentially
[8] #highered,communities

Top Replied-To
Top Replied-To in Entire Graph:
@highered_noc
@redfizo1
@johnswine87
@highered_k
@highered_itguy
@wolfoflevittown
@pintadaoso420
@nwclerk98
@ual
@athundt

Top Replied-To in G1:
@philonedtech
@wakerevolt
@sinzandrea
@torreytrust

Top Replied-To in G2:
@lexalogue
@politico
@adabear_art
@wendigo37350711
@josephicastro

Top Replied-To in G4:
@highered_noc
@redfizo1
@johnswine87
@wolfoflevittown
@pintadaoso420
@nwclerk98
@have_odd
@lluvuyo
@masonbrand71
@joshuas26342253

Top Replied-To in G5:
@zackteitel
@letsfishsmarter
@nhascd
@av_jamesking
@gabrieladler
@theodore_beza
@mattrhoads1990
@chidambara09
@jhengstler
@delta

Top Replied-To in G7:
@ual
@akilbello
@greenwichinter3

Top Replied-To in G8:
@ronfilipkowski
@acyn

Top Replied-To in G9:
@jonboeckenstedt
@prestoncooper93

Top Replied-To in G10:
@peoplesassembl_
@cascadiadept
@evergreenaction
@drnicoleredvers
@renaudmeyer
@kissthegroundca
@jachristian
@efi_yorku

Top Mentioned
Top Mentioned in Entire Graph:
@torreytrust
@insidehighered
@jackposobiec
@highered_noc
@dunkelmunkel
@hamlineu
@1amorey
@wolfoflevittown
@jobhakr
@edtech_highered

Top Mentioned in G1:
@torreytrust
@insidehighered
@rayschroeder
@sharplm
@lseimpactblog
@civicsoftech
@russpoulin
@clancynewyork
@k_triquet
@madisoncollege

Top Mentioned in G2:
@insidehighered
@jobhakr
@theyoungdread
@uhouston
@nationalmemo
@chandrabozelko
@timeshighered
@lseimpactblog
@lexalogue

Top Mentioned in G3:
@cafsfoodstudies
@mccoininstitute
@profrhill
@red_n_right
@westernunews
@anu_cpas
@innvictise
@spscc

Top Mentioned in G4:
@jackposobiec
@highered_noc
@wolfoflevittown
@maddow
@mpukita
@erickcourtney1
@draseemmalhotra
@tomfitton
@masonbrand71
@amuse

Top Mentioned in G5:
@edtech_highered
@higheredav
@certpointorg
@ascd
@torreytrust
@josiahway
@walterindc
@rdene915
@ped1971
@avnationtv

Top Mentioned in G6:
@neilmosley5
@kiwirip
@torreytrust
@uobathwaterpolo
@bbbrussels
@bathzeroteam
@bathbiomech
@bathcbos
@bathsps
@unibathtime

Top Mentioned in G7:
@nafsa
@eraser
@rickezekiel
@nacac
@thepienews
@angelbperez
@ual
@umn_ccaps
@educausereview
@daveowhite

Top Mentioned in G8:
@phithetakappa
@tincherladner
@randylittle60
@wonkhe
@kevinleversee
@gazettedotcom
@michaelhgavin
@drkriswilliams
@chronicle
@stevens18clint

Top Mentioned in G9:
@centerformsis
@jsiddiqi7
@sdpinstitute
@forbes
@marybethgasman
@siadvance
@westvirginiau
@batescollege
@codecademy
@suny

Top Mentioned in G10:
@hungerproject
@action4housing
@margotparkes
@ph_alliance
@sunwaycph
@w_leadersph
@saudeplanetaria
@invivo_planet
@thelancetplanet
@pheahub

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@gambiste1
@delta
@bannerite
@lechatnoire4
@madanabhat
@stigmabasen
@periscopeislit
@morgfair
@lizardogramcko

Top Tweeters in G1:
@wagjuer
@clancynewyork
@apxbrown
@krasmanalderey
@airminded
@emmanuelbethoux
@shellterrell
@joedale
@jacintodavila
@walterdgreason

Top Tweeters in G2:
@slimchick1900
@411emilio
@msochubbard
@vrretweeter
@mtnpoet
@javascriptflx
@milleroval
@politico
@bar_zie
@wallybock

Top Tweeters in G3:
@br00t4c
@simpliteach
@npquarterly
@pndblog
@aldianews
@occupyjourney
@red_n_right
@hopkinsdavid
@lee_blog_bot
@hp3potential

Top Tweeters in G4:
@jodotcom
@eliz_hightower
@ghostdansing
@anniesage
@gary9758
@jonflombee
@joyannreid
@cernovich
@reneepatriot
@troyrubert

Top Tweeters in G5:
@chidambara09
@gambiste1
@delta
@periscopeislit
@shi4tech
@nolanews
@microsoftflip
@gate_15_analyst
@druthersco
@rdene915

Top Tweeters in G6:
@juandoming
@catspyjamasnz
@lsereviewbooks
@koutropoulos
@cep_lse
@lsenews
@neilmosley5
@katevideo
@medialse
@vhmdale

Top Tweeters in G7:
@lalojimjuarez
@eraser
@jobsviatweet
@larepublica_co
@cedrictillman
@candidate7153
@dominicipi
@akilbello
@the74
@high190

Top Tweeters in G8:
@lechatnoire4
@jacybrean
@abc11_wtvd
@nycremilton
@leadtoday
@kevinleversee
@acyn
@chicagobreaking
@kilovh
@stevebloom55

Top Tweeters in G9:
@forbes
@fastcompany
@sondrawomen
@axios
@robbinsimmons7
@28andjefferson
@usnewseducation
@hiphopprez
@greeleytribune
@siadvance

Top Tweeters in G10:
@kaskadia
@hrw
@revkin
@ncslorg
@demgovs
@sightline
@unfccc
@jachristian
@natlgovsassoc
@kategalbraith