PhD Project 1000 2021-09-30, Twitter, 10/1/2021 6:12:55 PM, 263404


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Twitter Users PhD Project 2021-09-30
Twitter Users PhD Project 2021-09-30
From:
SMRFoundation
Uploaded on:
October 01, 2021
Short Description:
PhD Project 1000 2021-09-30 via NodeXL https://bit.ly/3usQIAw
@misc_nerd
@lucyc124
@jonrainford
@chalkhands
@academicchatter
@suzanneculshaw
@rebeccammerkley
@joalbinclark
@verenanz
@ameenalpayne

Top hashtags:
#academictwitter
#phdchat
#thrivingptchat

Description:
Description
The graph represents a network of 75 specified Twitter users (PhD Project 1000 2021-09-30). The network was obtained from Twitter on Thursday, 30 September 2021 at 14:32 UTC.

It shows who was mentioned or replied to in the users' recent tweets.

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 : 2620
Unique Edges : 5706
Edges With Duplicates : 19938
Total Edges : 25644
Number of Edge Types : 4
Retweet : 4150
Mentions : 10093
MentionsInRetweet : 3497
Replies to : 7904
Self-Loops : 0
Reciprocated Vertex Pair Ratio : 0.129012269178337
Reciprocated Edge Ratio : 0.22854006586169
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 2620
Maximum Edges in a Connected Component : 25644
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.482427
Graph Density : 0.00132764384751478
Modularity : 0.205739
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 75 specified Twitter users (PhD Project 1000 2021-09-30). The network was obtained from Twitter on Thursday, 30 September 2021 at 14:32 UTC.

It shows who was mentioned or replied to in the users' recent tweets.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterUsers
Graph Term : PhD Project 1000 2021-09-30
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://twitter.com/teacher_tell/status/1417784174321229827
[6] https://lancasteruni.eu.qualtrics.com/jfe/form/SV_8nUJkjy8m04ety6
[5] https://twitter.com/ArinsProject/status/1407692022899568648
[5] https://docs.google.com/forms/d/e/1FAIpQLSdoRP-TsFfzENDjZOnQiD8bra1K8oiIetOIGnRhJNpUWvayDw/viewform?usp=send_form
[4] https://www.eventbrite.co.uk/e/fethinks-tickets-162407726883
[4] https://beyond-education.co.uk/themes/
[4] https://thrivingparttime.com/tweet-chats/
[4] https://workingclass-academics.co.uk/conference-2021/
[4] https://www.oacommunity.org/resources
[4] https://poynder.blogspot.com/2020/12/open-access-information-wants-to-be-free.html

Top URLs in Tweet in G1:
[2] https://er.educause.edu/articles/2020/3/the-difference-between-emergency-remote-teaching-and-online-learning
[2] https://twitter.com/ass_deans/status/1439671104361086978
[2] https://onlinenetworkofeducators.org/fallintohumanizing/
[2] https://go-gn.net/gogn_outputs/conceptual-frameworks/
[2] https://bccampus.ca/grants-calls-for-proposals/scholarship-opportunity-to-participate-in-the-regional-leaders-of-open-education-network/
[1] https://twitter.com/ABC/status/1406290053421277189
[1] https://twitter.com/torreytrust/status/1406949514641035266
[1] https://educationalist.substack.com/p/whats-the-key-to-a-successful-online
[1] https://educationalist.substack.com/p/onwards-and-upwards
[1] https://twitter.com/Acyn/status/1408925252181127168

Top URLs in Tweet in G2:
[3] https://thrivingparttime.com/tweet-chats/
[3] https://www.oustudents.com/events
[2] https://www.campaignforthearts.org/petitions/stop-the-50-percent-funding-cut-to-arts-subjects-in-higher-education/
[2] http://eurostudents.net/wp-content/uploads/2021/05/For-website-2021-eurostudents-conference-programme.pdf
[2] https://www.eventbrite.co.uk/e/what-does-it-mean-to-be-a-contemporary-higher-education-student-tickets-154725775961
[2] https://www.tandfonline.com/topic/articlecollection/EducationalReviewInfluentialReaders?startPage=&sortBy=Earliest_desc?utm_source=twitter&utm_medium=social&utm_campaign=JQB18990&utm_term=post
[2] https://thrivingparttime.com/2021/02/06/we-want-your-stories-too/
[2] https://www.theccysc.com/events
[2] https://www.anzals.org.au/news/call-for-chapters-childrens-leisure-in-cross-cultural-perspective/
[2] https://onlinelibrary.wiley.com/page/journal/10990860/call_for_papers?cookieSet=1

Top URLs in Tweet in G3:
[7] https://twitter.com/teacher_tell/status/1417784174321229827
[5] https://docs.google.com/forms/d/e/1FAIpQLSdoRP-TsFfzENDjZOnQiD8bra1K8oiIetOIGnRhJNpUWvayDw/viewform?usp=send_form
[4] https://www.eventbrite.co.uk/e/fethinks-tickets-162407726883
[4] https://beyond-education.co.uk/themes/
[4] https://workingclass-academics.co.uk/conference-2021/
[3] https://twitter.com/lucyc124/status/1412357302636716039
[3] https://pub.lucidpress.com/JoyFE14/
[3] https://ccpathways.co.uk/otla-8/
[3] https://www.eventbrite.co.uk/e/arpce-social-justice-seminar-series-disability-and-education-tickets-169822173693
[2] https://pub.lucidpress.com/JoyFE15/

Top URLs in Tweet in G4:
[5] https://twitter.com/ArinsProject/status/1407692022899568648
[2] https://lancasteruni.eu.qualtrics.com/jfe/form/SV_8nUJkjy8m04ety6
[2] https://www.jstor.org/stable/10.3318/isia.2021.32b.46
[2] https://www.jstor.org/stable/10.3318/isia.2021.32b.28
[2] https://www.joshuashaw.me/joshuas-dissertation
[2] https://www.bbc.com/news/disability-57482418
[2] https://www.theguardian.com/lifeandstyle/2021/sep/07/judith-butler-interview-gender
[2] https://www.lancaster.ac.uk/history/events/history-research-seminar-michael-potterton-anglo-norman-castles-in-ireland-c1170c1320
[2] https://twitter.com/HervinFA/status/1326174067884429312
[2] https://covidrealities.org/learnings/write-ups/

Top URLs in Tweet in G5:
[1] https://twitter.com/SurreySociology/status/1436255033474134038
[1] https://www.conftool.com/icsei2021/
[1] https://www.youtube.com/watch?v=WEivM3rE5U0

[1] https://www.timeshighereducation.com/news/bullying-academic-incivility-exerts-heavy-toll-deans
[1] https://twitter.com/DrSarahPhillips/status/1428543809302908933
[1] https://theconversation.com/which-universities-are-best-placed-financially-to-weather-covid-154079?utm_medium=email&utm_campaign=Latest%20from%20The%20Conversation%20for%20February%204%202021%20-%201852618048&utm_content=Latest%20from%20The%20Conversation%20for%20February%204%202021%20-%201852618048+CID_d88ceddf27fa16fd94d3db48938f14bf&utm_source=campaign_monitor&utm_term=Omer%20Yezdani%20has%20modelled
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs10734-021-00759-8%3Fwt_mc%3DInternal.Event.1.SEM.ArticleAuthorOnlineFirst%26utm_source%3DArticleAuthorOnlineFirst%26utm_medium%3Demail%26utm_content%3DAA_en_06082018%26ArticleAuthorOnlineFirst_20210912
[1] https://twitter.com/Spencer_Fdn/status/1412840962351587343
[1] https://oecdedutoday.com/oecd-education-webinars/#Previous

Top URLs in Tweet in G6:
[3] https://www.oacommunity.org/resources
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-018-06991-0
[2] https://lounge.regionalstudies.org/Meetings/Meeting?ID=337
[2] https://www.phrasebank.manchester.ac.uk/
[2] https://www.connectedpapers.com/
[1] https://onlinelibrary.wiley.com/doi/full/10.1111/mbe.12237?elqCampaignId=32401&elqTrack=true&elq_cid=29702780&elq_mid=50542&utm_campaign=32401&utm_content=EM1_Batch1_Author_FY21_Q4_RM-PORT__Top+Cited+Author+Campaign_R534M2R&utm_medium=email&utm_source=eloquaEmail&cookieSet=1
[1] https://www.csp.org.uk/professional-clinical/practice-based-learning
[1] https://twitter.com/gwyn_owen/status/1341025852713218048
[1] https://blogs.bmj.com/bmj/2020/11/13/alison-leary-why-wont-workforce-policy-makers-tackle-gender-inequality-in-healthcare/
[1] https://www.biorxiv.org/content/10.1101/2020.10.03.324848v1

Top URLs in Tweet in G7:
[4] https://poynder.blogspot.com/2020/12/open-access-information-wants-to-be-free.html
[2] https://www.timeshighereducation.com/news/open-access-deals-shift-scholars-towards-bigpublishers
[2] https://blogs.lse.ac.uk/impactofsocialsciences/?p=39911
[2] https://blogs.lse.ac.uk/impactofsocialsciences/?p=39755
[2] https://blogs.lse.ac.uk/impactofsocialsciences/?p=39831
[2] https://owsd.net/career-development/phd-fellowship
[1] https://www.change.org/p/prime-minister-scott-morrison-stranded-vaccinated-aussies-need-their-families-prevent-a-mental-health-crisis-now?recruiter=1226405521&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=4a96473a4b0e40d9b81bc58c600d9d07&recruited_by_id=87ad71c0-16b7-11ec-88fe-c92bbeaeaf52
[1] https://www.thebritishacademy.ac.uk/news/the-british-academy-urges-further-reflection-on-modern-language-gcse-reforms-and-a-focus-on-cultural-learning/?utm_source=twitter&utm_medium=social&utm_campaign=news%20%7C%20announcement%20%7C%20%20%7C%20Press&utm_content=Press&utm_term=20210518
[1] https://workingatunisa.nga.net.au/cp/index.cfm?event=jobs.checkJobDetailsNewApplication&returnToEvent=jobs.listJobs&jobid=831CDE08-B633-9358-0CC8-BFA4EF56132C&CurATC=External&CurBID=62AFB35D%2D9273%2D4A11%2D8DCC%2D9DB401354197&JobListID=22fc4f47%2De994%2D46a3%2Db8c9%2D9bc901269f43&jobsListKey=df173de4%2D03bb%2D4a33%2Da303%2D85e984971689&persistVariables=CurATC,CurBID,JobListID,jobsListKey,JobID&lid=24075150108
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-02346-4

Top URLs in Tweet in G8:
[2] https://jobs.shef.ac.uk/sap/bc/webdynpro/sap/hrrcf_a_posting_apply?PARAM=cG9zdF9pbnN0X2d1aWQ9NUZCRjkyQjA3OEJGMThCNUUxMDAwMDAwQUMxRTg4NzgmY2FuZF90eXBlPUVYVA%3d%3d&sap-client=400&sap-language=EN&sap-accessibility=X&sap-ep-themeroot=%2fSAP%2fPUBLIC%2fBC%2fUR%2fuos
[2] https://apply.workable.com/zinc-ventures-limited/j/72388CE4DB/
[2] https://think.taylorandfrancis.com/special_issues/discourse-intersectionality-critique-theory-methods-practice/?utm_source=TFO&utm_medium=cms&utm_campaign=JPG15743
[2] https://jobs.reading.ac.uk/displayjob.aspx?jobid=8150
[1] https://groups.google.com/g/unpaywall/c/rDOoIgGMxuk
[1] https://mamaphd.com
[1] https://twitter.com/What2doWithTHAT/status/1334418673973530625
[1] https://twitter.com/JoanneMcCuaig3/status/1371411153251758081
[1] http://apcla.net/mailman/listinfo/list_apcla.net
[1] https://linguisticswithacorpus.wordpress.com/2021/03/31/could-simpler-methods-be-the-way-of-the-future/

Top URLs in Tweet in G9:
[3] https://www.eventbrite.co.uk/e/schooling-in-palestine-creating-community-cohesion-as-educators-tickets-158709164383
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs11422-020-10016-6
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs11191-021-00220-3
[1] https://jobs.soton.ac.uk/Error/404.aspx?noneaspxerrorpath=/1364121CJ
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs11191-021-00245-8
[1] https://twitter.com/eldiarioes/status/1400405903136858121
[1] https://soundcloud.com/eetheducationesearcher/pedagogy-of-the-oppressed
[1] https://clarec.org/reading-group/
[1] https://www.eventbrite.co.uk/e/paulo-freire-100th-anniversary-clarec-faculty-of-education-cambridge-tickets-163576607035
[1] https://www.can-ie.org/upcoming-event

Top Domains
Top Domains in Tweet in Entire Graph:
[1421] twitter.com
[379] ac.uk
[195] co.uk
[170] tandfonline.com
[130] youtube.com
[94] google.com
[75] org.uk
[73] wordpress.com
[63] theguardian.com
[50] springer.com

Top Domains in Tweet in G1:
[341] twitter.com
[78] tandfonline.com
[36] google.com
[36] ac.uk
[31] youtube.com
[23] uoc.edu
[22] zoom.us
[20] co.uk
[18] springer.com
[14] ac.za

Top Domains in Tweet in G2:
[141] twitter.com
[86] ac.uk
[45] co.uk
[31] tandfonline.com
[26] wordpress.com
[26] thrivingparttime.com
[21] oustudents.com
[12] org.uk
[10] sagepub.com
[10] wiley.com

Top Domains in Tweet in G3:
[324] twitter.com
[82] co.uk
[76] ac.uk
[36] org.uk
[25] google.com
[18] tandfonline.com
[17] youtube.com
[13] tes.com
[12] lucidpress.com
[12] sagepub.com

Top Domains in Tweet in G4:
[204] twitter.com
[25] ac.uk
[20] theguardian.com
[16] youtube.com
[15] co.uk
[12] org.uk
[12] eera-ecer.de
[11] tandfonline.com
[9] irishtimes.com
[8] jstor.org

Top Domains in Tweet in G5:
[138] twitter.com
[29] edu.au
[19] com.au
[15] tandfonline.com
[13] youtube.com
[13] theguardian.com
[11] theconversation.com
[9] monash.edu
[7] net.au
[7] springer.com

Top Domains in Tweet in G6:
[81] twitter.com
[16] nature.com
[14] ac.uk
[12] youtube.com
[7] osf.io
[6] wiley.com
[5] org.uk
[5] qualtrics.com
[4] sagepub.com
[4] google.com

Top Domains in Tweet in G7:
[119] twitter.com
[88] ac.uk
[26] youtube.com
[14] weebly.com
[13] springeropen.com
[12] wordpress.com
[12] co.uk
[11] tandfonline.com
[10] asianjde.org
[10] timeshighereducation.com

Top Domains in Tweet in G8:
[49] twitter.com
[43] ac.uk
[23] edu.hk
[9] wordpress.com
[5] qualtrics.com
[4] co.uk
[4] cambridge.org
[3] theconversation.com
[3] zoom.us
[3] routledge.com

Top Domains in Tweet in G9:
[16] twitter.com
[10] co.uk
[8] springer.com
[6] ac.uk
[5] youtube.com
[4] wiley.com
[2] bilt.online
[2] tandfonline.com
[1] soundcloud.com
[1] clarec.org

Top Domains in Tweet in G10:
[8] twitter.com
[6] acm.org
[4] co.uk
[2] medium.com
[1] wiley.com
[1] jaredoleary.com
[1] amazonaws.com
[1] raspberrypi.org
[1] suesentance.net
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[177] academictwitter
[153] phdchat
[110] thrivingptchat
[109] academicchatter
[107] bera2021
[95] highered
[79] edtech
[67] phd
[61] ecrchat
[58] openaccess



Top Hashtags in Tweet in G1:
[59] highered
[45] edtech
[36] academictwitter
[33] academicchatter
[26] phdchat
[21] oer
[20] assessment
[20] go_gn
[19] edci339
[15] edchat

Top Hashtags in Tweet in G2:
[102] thrivingptchat
[41] phdchat
[34] academictwitter
[22] oustudents
[18] academicchatter
[14] phdlife
[12] ecrchat
[12] careerdevelopment
[11] phd
[11] careerleaders

Top Hashtags in Tweet in G3:
[97] bera2021
[45] ukfechat
[39] fe
[39] joyfe
[34] amplifyfe
[29] feresearch
[26] curiousfe
[22] crmethods
[16] direadsclanchy
[15] phdchat

Top Hashtags in Tweet in G4:
[10] eerablog
[8] boycottleicester
[8] arins
[7] eeraedu
[6] academictwitter
[6] academicchatter
[5] phdchat
[5] ecer2021
[5] twitterstorians
[5] madeinireland

Top Hashtags in Tweet in G5:
[11] bcm111
[9] bcm110
[9] phdchat
[9] academictwitter
[8] digint20
[8] ecrchat
[8] edureading
[6] bcm212
[5] bcm112
[5] academicchatter

Top Hashtags in Tweet in G6:
[28] academictwitter
[15] academicchatter
[9] phdchat
[8] phdlife
[4] covid19
[4] ecrchat
[4] açıkbilgi
[3] psychology
[3] research
[3] ahps

Top Hashtags in Tweet in G7:
[39] academictwitter
[38] openaccess
[34] wwgs2020
[33] phdchat
[30] evidencesynthesis
[29] edtech
[26] systematicreview
[25] covid19
[21] highered
[18] academicchatter

Top Hashtags in Tweet in G8:
[30] corpuscoffeetime
[24] corpuslinguistics
[18] phd
[16] academictwitter
[15] linguistics
[14] phdchat
[10] academicchatter
[7] openscience
[7] polyu
[5] metaphor

Top Hashtags in Tweet in G9:
[4] openaccess
[4] education
[3] highered
[3] scienceeducation
[2] international
[2] equity
[2] cop26
[2] readingfreire
[2] physics
[2] scicomm

Top Hashtags in Tweet in G10:
[6] csedresearchbookclub
[5] icer2021
[1] csk8
[1] csforall
[1] csed
[1] rpfseminars
[1] primm
[1] cstasummit
[1] icer2019
[1] cedrstudentnetwork

Top Words
Top Words in Tweet in Entire Graph:
[903] research
[894] more
[787] time
[782] work
[757] one
[744] thanks
[650] thank
[639] students
[619] great
[599] education

Top Words in Tweet in G1:
[268] students
[247] learning
[213] more
[196] research
[182] work
[182] one
[169] time
[169] thanks
[151] thank
[144] education

Top Words in Tweet in G2:
[163] time
[137] research
[133] more
[131] thanks
[110] work
[102] #thrivingptchat
[100] please
[97] students
[97] education
[96] part

Top Words in Tweet in G3:
[340] jfletchersaxon
[211] lucyc124
[206] ovingtonjulie
[201] love
[188] loumycroft
[186] thank
[177] research
[173] thanks
[172] more
[169] suzanneculshaw

Top Words in Tweet in G4:
[83] people
[79] work
[75] more
[73] research
[72] thanks
[68] one
[66] very
[65] dresheppard
[56] think
[55] much

Top Words in Tweet in G5:
[275] troyheff
[258] chalkhands
[122] one
[108] think
[108] work
[106] more
[104] reneemiddlemost
[104] know
[98] chriscomerford3
[97] good

Top Words in Tweet in G6:
[75] bir
[54] ve
[50] more
[49] students
[46] research
[44] one
[44] learning
[39] academicchatter
[38] work
[37] data

Top Words in Tweet in G7:
[117] research
[106] open
[97] eppireviewer
[75] more
[70] learning
[69] education
[68] access
[64] evidence
[60] online
[54] work

Top Words in Tweet in G8:
[84] phd
[76] time
[72] stephenpihlaja
[70] research
[69] thanks
[62] joannemccuaig3
[58] thank
[57] martinevandriel
[56] more
[56] join

Top Words in Tweet in G9:
[28] soebristol
[26] education
[18] science
[18] robinshields
[14] sciencesig
[14] thanks
[13] muna_abdi_phd
[13] betzabetorres_o
[12] academicchatter
[12] work

Top Words in Tweet in G10:
[21] research
[14] etheltshukudu
[12] janewaite
[11] computing
[10] suesentance
[10] ccseglasgow
[10] saladwithac
[8] programming
[8] thanks
[8] raspberry_pi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[179] looking,forward
[130] higher,education
[84] open,access
[79] covid,19
[71] part,time
[62] early,career
[60] more,info
[60] please,share
[57] thanks,sharing
[55] special,issue

Top Word Pairs in Tweet in G1:
[42] looking,forward
[38] higher,education
[24] islt_fsu,thank
[21] teaching,learning
[21] online,learning
[21] islt_fsu,thanks
[20] covid,19
[19] r_ajjawi,ncsehe
[18] drjoannat,mjhenderson
[17] cradledeakin,deakin

Top Word Pairs in Tweet in G2:
[45] part,time
[38] higher,education
[34] looking,forward
[19] special,issue
[18] drbartrienties,ietatou
[17] please,share
[17] kayguccione,sharoninglis
[16] ietatou,ougradsch
[16] tvolkanyuzer,drbartrienties
[15] early,career

Top Word Pairs in Tweet in G3:
[48] beranews,#bera2021
[44] ehusci_louise,liz_latto
[41] looking,forward
[31] uniofherts,uh_education
[31] ehusci_louise,ovingtonjulie
[30] proflearningrog,philipwoodsprof
[30] liz_latto,ehusci_louise
[29] daily,act
[29] uh_education,proflearningrog
[28] act,rejoicing

Top Word Pairs in Tweet in G4:
[16] bloomsburyacad,bloomsburyhist
[15] dcu,dcu_ioe
[15] lonanobriain,routledgebooks
[13] routledgebooks,aileen_dillane
[13] aileen_dillane,cybergriff
[13] cybergriff,ciaranryan_
[13] ciaranryan_,stephenrmillar
[12] kevinceol,lonanobriain
[11] dcu_ioe_pgsr,ppdcuioe
[11] eqi_dcu,dcu

Top Word Pairs in Tweet in G5:
[15] higher,education
[14] last,year
[14] chalkhands,troyheff
[13] drsriddle,austassocresed
[11] chalkhands,drsriddle
[10] looking,forward
[10] social,media
[10] thanks,much
[10] very,much
[10] latrobe,herdjournal

Top Word Pairs in Tweet in G6:
[9] academicchatter,openacademics
[7] mental,health
[7] academicchatter,behavneuro
[7] shld,wrk
[7] wrk,hard
[6] tenure,track
[6] phd,student
[6] #academictwitter,#academicchatter
[6] openacademics,academicchatter
[6] akademik,yazım

Top Word Pairs in Tweet in G7:
[44] open,access
[23] evidence,gap
[21] covid,19
[20] higher,education
[16] interactive,evidence
[16] eppi,mapper
[15] looking,forward
[14] gap,maps
[13] evidence,synthesis
[13] during,#covid19

Top Word Pairs in Tweet in G8:
[21] dm,join
[20] looking,forward
[20] 12pm,uk
[15] applied,linguistics
[14] phd,student
[14] phd,students
[13] corpus,linguistics
[12] uk,time
[12] more,info
[10] full,time

Top Word Pairs in Tweet in G9:
[6] science,education
[4] global,south
[4] paulo,freire
[4] pedagogy,oppressed
[4] open,access
[4] esera_org,narstorg
[4] jyuscience,anu_kankainen
[4] anu_kankainen,lucyavraamidou
[4] annatdanielsson,allisonjardim
[3] poonehsabouri,academicchatter

Top Word Pairs in Tweet in G10:
[6] looking,forward
[3] janewaite,suesentance
[3] etheltshukudu's,research
[3] transfer,relative
[3] relative,novices
[3] another,interesting
[3] computer,science
[3] #csedresearchbookclub,ccseglasgow
[3] education,research
[3] computing,education

Top Replied-To
Top Replied-To in Entire Graph:
@troyheff
@chalkhands
@jfletchersaxon
@suzanneculshaw
@lucyc124
@reneemiddlemost
@joalbinclark
@ameenalpayne
@ovingtonjulie
@kaysoclearn

Top Replied-To in G1:
@ameenalpayne
@juusonieminen
@bretsw
@drjoannat
@verenanz
@edtech4funky1s
@timbocop
@phillipdawson
@katemfd
@janmcarthur

Top Replied-To in G2:
@jonrainford
@kayguccione
@suzanneculshaw
@claire_sedgwick
@oliviakellyou
@janmcarthur
@drbenlitherland
@sandra_nid
@sharoninglis
@ddubdrahcir

Top Replied-To in G3:
@jfletchersaxon
@lucyc124
@suzanneculshaw
@joalbinclark
@ovingtonjulie
@kaysoclearn
@loumycroft
@kmscattergood
@dileed
@ehusci_louise

Top Replied-To in G4:
@dresheppard
@ainemaps
@silviasteiningr
@ebnunn
@hagenilda
@ntinatzouvala
@taravanho
@zaranosaur
@boardman_claire
@prof_dfrench

Top Replied-To in G5:
@troyheff
@chalkhands
@reneemiddlemost
@travisaholland
@chriscomerford3
@stephwescott_
@adamstaples
@drnomyn
@elenathenerd
@jjigaeboy

Top Replied-To in G6:
@rebeccammerkley
@andyribner
@atmacataner
@trdolma
@andpru
@arasbozkurt
@rgay
@academikahlak
@chiarag__
@ameenalpayne

Top Replied-To in G7:
@shan__mason
@mitchellpetersm
@misc_nerd
@madamemfl
@zawacki_richter
@linguist1980
@vmarinj
@ludowaltman
@obi_ojemany
@deputygrocott

Top Replied-To in G8:
@stephenpihlaja
@joannemccuaig3
@martinevandriel
@greg_woodin
@helenringrow
@eng_lang_uob
@samanthaford473
@violawiegand
@adamcschembri
@_ctaylor_

Top Replied-To in G9:
@helmerachel
@robinshields
@betzabetorres_o
@muna_abdi_phd
@poonehsabouri
@julianotpaula
@sergiogaldames
@c__valladares
@arathings
@lewis_stockwell

Top Replied-To in G10:
@janewaite
@saladwithac
@pamelafox
@etheltshukudu
@maria__kallia
@legojames
@suesentance
@africacse
@amyjko
@mattersofcs

Top Mentioned
Top Mentioned in Entire Graph:
@academicchatter
@jfletchersaxon
@joyfulfe
@loumycroft
@ovingtonjulie
@ehusci_louise
@beranews
@liz_latto
@openacademics
@eppireviewer

Top Mentioned in G1:
@islt_fsu
@pesonen_henri
@drjoannat
@academicchatter
@juusonieminen
@cradledeakin
@bretsw
@openacademics
@margaret_bea
@gogn_oer

Top Mentioned in G2:
@ougradsch
@openuniversity
@jonrainford
@sharoninglis
@kayguccione
@derbyuni
@ietatou
@drbartrienties
@academicchatter
@unisouthampton

Top Mentioned in G3:
@jfletchersaxon
@joyfulfe
@loumycroft
@ovingtonjulie
@ehusci_louise
@liz_latto
@beranews
@ehu_foe
@lucyc124
@joalbinclark

Top Mentioned in G4:
@dcu
@dcu_ioe
@ppdcuioe
@eqi_dcu
@craigskerritt
@joeoharadcu
@bloomsburyacad
@routledgebooks
@dcu_ioe_pgsr

Top Mentioned in G5:
@troyheff
@chalkhands
@chriscomerford3
@drsriddle
@reneemiddlemost
@austassocresed
@latrobe
@drnomyn
@tedmitew
@monasheducation

Top Mentioned in G6:
@academicchatter
@openacademics
@danacotto
@phdvoice
@psychscience
@gaiascerif
@westernu
@behavneuro
@mclstrainee
@saraannhart

Top Mentioned in G7:
@eppireviewer
@eppicentre
@ioe_london
@misc_nerd
@_coer_
@campbellreviews
@vmarinj
@academicchatter
@nealhaddaway
@sbedenlier

Top Mentioned in G8:
@academicchatter
@eng_lang_uob
@qmul
@unibirmingham
@joannemccuaig3
@martinevandriel
@midlands4cities
@violawiegand
@stephenpihlaja
@jeannettel16

Top Mentioned in G9:
@soebristol
@sciencesig
@academicchatter
@cire_bristol
@narstorg
@phdvoice
@lucyavraamidou
@esera_org
@robinshields
@4jafia

Top Mentioned in G10:
@etheltshukudu
@suesentance
@ccseglasgow
@raspberry_pi
@janewaite
@quintincutts
@toeying
@iamkatharinec
@saladwithac
@mattersofcs

Top Tweeters
Top Tweeters in Entire Graph:
@delta
@independent
@telstra
@reuters
@guardian
@profsunnysingh
@irishtimes
@globeandmail
@monaeltahawy
@bbcsport

Top Tweeters in G1:
@monaeltahawy
@juandoming
@doctorow
@tressiemcphd
@academicchatter
@iamdrwill
@readywriting
@thetattooedprof
@wef
@thejlv

Top Tweeters in G2:
@bbcsport
@bbcnews
@drpetra
@drdaveobrien
@bbc6music
@sgbuggs
@thebookseller
@philippa_perry
@eliistender10
@minxmarple

Top Tweeters in G3:
@irishtimes
@michaelrosenyes
@nationaltrust
@dileed
@chrisdysonht
@sue_cowley
@canva
@bbcradio4
@mrefinch
@tes

Top Tweeters in G4:
@independent
@reuters
@guardian
@profsunnysingh
@skynews
@arthur_affect
@variety
@ap
@ft
@afp

Top Tweeters in G5:
@telstra
@nytimes
@abcnews
@annaspargoryan
@smh
@theage
@derridalicious
@jennaprice
@armanddoma
@outlook

Top Tweeters in G6:
@delta
@globeandmail
@mailonline
@raulpacheco
@torontostar
@forbes
@ctvnews
@npr
@drjengunter
@rexchapman

Top Tweeters in G7:
@xbox
@womened
@eurosport_uk
@ictevangelist
@afl
@jolyonmaugham
@drspacejunk
@jillberry102
@ensermark
@arsenal

Top Tweeters in G8:
@thr
@cnn
@greg_jenner
@verge
@fromphdtolife
@nporadio1
@drfloraposte
@katewilliamsme
@mental_elf
@sara_rose_g

Top Tweeters in G9:
@dwnews
@samatlounge
@google
@versobooks
@commaficionado
@goodreads
@alastairmca30
@drmunasaleh
@jstor_daily
@thebjps

Top Tweeters in G10:
@raspberry_pi
@safiyanoble
@drjuangilbert
@scratch
@amyjko
@iamkatharinec
@mwimpennys
@suesentance
@janewaite
@nalooker


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