onlinelearning, Twitter, 3/4/2023 5:40:18 AM, 290174


FAQ | Problem?

onlinelearning_2023-03-03_21-26-24.xlsx
onlinelearning_2023-03-03_21-26-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2023
Short Description:
onlinelearning via NodeXL PERMANENTLY_REMOVED
@gadgetgurl42
@karenraycosta
@neilmosley5
@nbs_onlinepg
@evrenkntenglish
@parents4support
@onpassive
@ohanafamilies
@markj_ohnson
@coursera

Top hashtags:
#onlinelearning
#elearning
#education
#english
#learning
#edtech

Description:
Description
The graph represents a network of 2,790 Twitter users whose recent tweets contained "onlinelearning", 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 05:34 UTC.

The tweets in the network were tweeted over the 1596-day, 17-hour, 5-minute period from Friday, 19 October 2018 at 07:29 UTC to Saturday, 04 March 2023 at 00:34 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 : 2790
Unique Edges : 1417
Edges With Duplicates : 6335
Total Edges : 7752
Number of Edge Types : 8
Mentions : 616
Retweet : 1823
MentionsInRetweet : 2048
Tweet : 2793
MentionsInReplyTo : 108
Replies to : 243
Quote : 66
MentionsInQuote : 55
Self-Loops : 3306
Reciprocated Vertex Pair Ratio : 0.0249150622876557
Reciprocated Edge Ratio : 0.0486187845303867
Connected Components : 1242
Single-Vertex Connected Components : 908
Maximum Vertices in a Connected Component : 354
Maximum Edges in a Connected Component : 1531
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.194266
Graph Density : 0.000232608648158215
Modularity : 0.304601
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,790 Twitter users whose recent tweets contained "onlinelearning", 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 05:34 UTC.

The tweets in the network were tweeted over the 1596-day, 17-hour, 5-minute period from Friday, 19 October 2018 at 07:29 UTC to Saturday, 04 March 2023 at 00:34 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 : onlinelearning
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:
[129] https://hi.switchy.io/B-qV
[63] https://seniordigital.in
[47] http://www.facebook.com/pages/p/1195728927153524
[46] https://sis.esu.ac.ae/admission
[27] https://sis.esu.ac.ae/public-forms/create?public_hash=dc973a165c0a0954fd7b14a05a281661d0f359d7
[20] https://Linktr.ee/CellPhoneMining
[20] https://ragingcoupon.com/store/udemy/
[19] https://forms.gle/rZef8bnfdjy32V4X6
[15] http://www.startup365.fr/entrepreneur-courses/
[15] https://www.policypros.co.uk/training-company-policies-and-procedures/

Top URLs in Tweet in G1:
[63] https://seniordigital.in
[47] http://www.facebook.com/pages/p/1195728927153524
[20] https://Linktr.ee/CellPhoneMining
[19] https://forms.gle/rZef8bnfdjy32V4X6
[15] https://sis.esu.ac.ae/admission
[15] https://exoduscapitol.com
[15] https://www.policypros.co.uk/training-company-policies-and-procedures/
[15] http://www.startup365.fr/entrepreneur-courses/
[12] https://prabhudattasahoo.com/?p=3835
[10] https://udayton.edu/blogs/onlinelearning/2023/teach_with_context.php

Top URLs in Tweet in G2:
[1] https://twitter.com/Evrenkntenglish/status/1629423054475390976/photo/1
[1] https://twitter.com/Evrenkntenglish/status/1629155591238057986/photo/1
[1] https://twitter.com/Evrenkntenglish/status/1627705096086728707/photo/1
[1] https://twitter.com/Evrenkntenglish/status/1628107012947968216/photo/1
[1] https://twitter.com/Evrenkntenglish/status/1628375416581808133/photo/1
[1] https://twitter.com/Evrenkntenglish/status/1628430709781065729/photo/1
[1] https://twitter.com/Evrenkntenglish/status/1628447583331909636/photo/1
[1] https://twitter.com/Evrenkntenglish/status/1628693219054583808/photo/1
[1] https://twitter.com/Evrenkntenglish/status/1628731753870286849/photo/1
[1] https://twitter.com/Evrenkntenglish/status/1628733162695139329/photo/1

Top URLs in Tweet in G3:
[7] https://www.insidehighered.com/news/2023/02/27/university-california-system-bans-fully-online-degrees
[5] https://cdl.ucf.edu/topcast-s08e132/
[3] https://wcet.wiche.edu/frontiers/2023/02/22/ed-department-shakes-up-opms-third-party-servicers-this-is-huge/
[2] https://www.chronicle.com/article/as-colleges-focus-on-quality-in-online-learning-advocates-ask-what-about-in-person-courses
[1] https://karenraycosta.medium.com/online-education-isnt-just-a-modality-it-s-a-movement-68b9f132b7b6
[1] https://karenraycosta.medium.com/the-anti-online-rhetoric-is-back-but-lets-keep-dancing-7f4a493c83c6
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41562-023-01531-x
[1] https://www.edsurge.com/news/2021-09-06-how-remote-learning-subverts-power-and-privilege-in-higher-education?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[1] https://twitter.com/Phil_Baty/status/1630582764276776960
[1] https://www.tandfonline.com/doi/full/10.1080/01587919.2022.2141607

Top URLs in Tweet in G4:
[7] https://eventtrix.com/products/access-to-all-courses?irclickid=&utm_source=IMP&utm_campaign=1582468&utm_content=BANNER&utm_medium=362137&utm_id=na&utm_term=na&irgwc=1
[6] https://docs.google.com/forms/d/e/1FAIpQLSeVy1SnGi15gHbpLvwDHciHNDOIViBJH8raW4DSbY5htaprvw/viewform?usp=send_form
[5] https://www.hysedigitalacademy.guru/
[4] https://twitter.com/sivakumarhyse/status/1629292679455731712/photo/1
[4] https://twitter.com/sivakumarhyse/status/1628952733125586945/photo/1
[4] https://twitter.com/sivakumarhyse/status/1628608558786039809/photo/1
[4] https://o-trim.co/U9I1jgO
[3] https://twitter.com/sivakumarhyse/status/1627508049039740929/photo/1
[3] http://eventtrix.pxf.io/c/362137/14723
[3] https://eventtrix.com/collections/en/products/hr-and-payroll-management?irclickid=&utm_source=IMP&utm_campaign=1472365&utm_content=BANNER&utm_medium=362137&utm_id=na&utm_term=na&irgwc=1

Top URLs in Tweet in G5:
[20] https://ragingcoupon.com/store/udemy/
[14] https://paper.li/NBS.Online
[8] https://virtutor.com/
[6] https://openskill.co/
[5] https://ragingcoupon.com/store/udemy-uk/
[4] https://twitter.com/Learnxplore/status/1628701192296579072/photo/1
[4] https://ragingcoupon.com/store/udemy-canada/
[3] https://www.cisl.cam.ac.uk/education/learn-online/sustainable-food-production-and-processing
[2] https://www.edtechreview.in/news/youscience-launches-new-platform-to-better-prepare-students-for-success-in-school-and-life/
[2] https://twitter.com/Learnxplore/status/1630588246102093824/photo/1

Top URLs in Tweet in G6:
[31] https://sis.esu.ac.ae/admission
[22] https://sis.esu.ac.ae/public-forms/create?public_hash=dc973a165c0a0954fd7b14a05a281661d0f359d7
[8] https://sis.esu.ac.ae/public-forms/create?public_hash=6f8b82dc8393496467509e61658ce449882e980c
[7] https://esu-ac-ae.zoom.us/j/83551971727
[7] https://sis.esu.ac.ae/public-forms/create?public_hash=bd913ef9b291ea334753c3aa237a3d180e099c96
[5] https://twitter.com/ESU_University/status/1630523657054298114/photo/1
[5] https://esu-ac-ae.zoom.us/j/83597065913
[4] https://esu-ac-ae.zoom.us/j/89393855580
[3] https://twitter.com/ESU_University/status/1627745035486695432/photo/1
[3] https://esu.ac.ae/motivation-and-employee-development/

Top URLs in Tweet in G7:
[129] https://hi.switchy.io/B-qV
[8] https://www.expoelearning.com/premios-expoelearning-2023/
[4] https://www.expoelearning.com/entradas/
[4] https://twitter.com/BigDataTrunk/status/1627557756000677888/photo/1
[2] https://www.businessbecause.com/news/online-mba/8624/best-online-mbas-in-business-analytics
[2] https://twitter.com/_valeriei/status/1590456982804520961
[1] https://twitter.com/expoelearning/status/1625464944949923841/photo/1
[1] https://twitter.com/expoelearning/status/1625859246847041537/photo/1
[1] https://twitter.com/expoelearning/status/1628364027423326209/photo/1
[1] https://www.expoelearning.com/razones-asistir/

Top URLs in Tweet in G8:
[4] https://twitter.com/coursera/status/1598079388230320129/photo/1
[3] http://wrld.bg/bpVO50JRvS9
[3] https://www.devdiscourse.com/article/technology/1092292-covid-19-weighing-up-the-benefits-and-limitations-of-edtech-platforms
[2] https://twitter.com/coursera/status/1589663332939751432/photo/1
[2] https://worldbankgroup.zoom.us/webinar/register/WN_owbsOTYUTDygs8PYr9paAA
[2] https://twitter.com/Long_for_Change/status/1630719592179040256/photo/1
[2] https://www.edx.org/professional-certificate/berkeleyx-beyond-diversity-anti-racism-and-equity-in-the-workplace
[1] https://focus.hidubai.com/ministry-of-education-coursera-to-develop-innovative-lifelong-learning-system-in-uae/
[1] https://www.linkedin.com/video/event/urn:li:ugcPost:6991518547101319168/
[1] https://www.coursera.org/articles/what-is-virtual-learning?utm_source=tw&utm_medium=social&utm_campaign=article_virtuallearning_11302022

Top URLs in Tweet in G9:
[10] http://www.edubridgeindia.com/online/international-womens-day/?utm_source=social_media&utm_medium=Twitter&utm_campaign=iwd2023
[3] https://twitter.com/EduBridgelearn/status/1628381117526216706/photo/1
[2] https://edubridgeindia.zoom.us/meeting/register/tJ0vc--upj0sGdZH-lLAjihrJcFTb-d5PIBF?utm_source=social_media&utm_medium=twitter&utm_campaign=iwd2023
[1] https://twitter.com/EduBridgelearn/status/1631583061837246464/photo/1
[1] https://twitter.com/EduBridgelearn/status/1628739965353095168/photo/1
[1] https://www.edubridgeindia.com/?demo-booking=Dhinakar-Jacob-Selwyn-2023-02-27&utm_source=social_media&utm_medium=facebook&utm_campaign=event_masterclass_27february
[1] https://twitter.com/EduBridgelearn/status/1629054449019940867/photo/1
[1] https://twitter.com/EduBridgelearn/status/1631284706322030593/photo/1
[1] https://twitter.com/EduBridgelearn/status/1631552744288051200/photo/1
[1] http://www.edubridgeindia.com/online/international-womens-day/?utm_source=social_media&utm_medium=instagram&utm_campaign=iwd2023

Top URLs in Tweet in G10:
[3] https://twitter.com/mrspennaela/status/1629189029450199041/photo/1
[3] https://twitter.com/mrspennaela/status/1631029702155444225/photo/1
[2] https://kera.pbslearningmedia.org/resource/43c3ae84-c685-4828-9d7e-1c8fc09cad3f/presidents-day-all-about-the-holidays/
[2] https://www.randomactsofkindness.org/kindness-at-home
[2] https://twitter.com/mrspennaela/status/1628172473886822401/photo/1
[1] https://twitter.com/TillieElvrum/status/1625209519876804617/photo/1
[1] https://twitter.com/Parents4Support/status/1630209398546071555
[1] https://twitter.com/TillieElvrum/status/1630961049439723520/photo/1
[1] https://getacp.org/esh
[1] https://twitter.com/Parents4Support/status/1629486931095719938/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[2615] twitter.com
[139] ac.ae
[129] switchy.io
[98] cudy.co
[87] youtube.com
[67] co.uk
[63] seniordigital.in
[57] zoom.us
[49] facebook.com
[46] blogspot.com

Top Domains in Tweet in G1:
[1344] twitter.com
[63] seniordigital.in
[52] ac.ae
[51] youtube.com
[48] facebook.com
[39] co.uk
[28] forms.gle
[26] linkedin.com
[20] linktr.ee
[19] startup365.fr

Top Domains in Tweet in G2:
[38] twitter.com

Top Domains in Tweet in G3:
[16] twitter.com
[8] insidehighered.com
[5] wiche.edu
[5] ucf.edu
[2] medium.com
[2] chronicle.com
[1] nature.com
[1] edsurge.com
[1] tandfonline.com
[1] facultyfocus.com

Top Domains in Tweet in G4:
[77] twitter.com
[27] cudy.co
[10] eventtrix.com
[6] google.com
[5] hysedigitalacademy.guru
[5] o-trim.co
[3] pxf.io
[1] futuristiclearning.com
[1] blogspot.com

Top Domains in Tweet in G5:
[148] twitter.com
[71] cudy.co
[29] blogspot.com
[29] ragingcoupon.com
[18] paper.li
[8] virtutor.com
[6] openskill.co
[5] ac.uk
[3] pukunui.com
[3] elearningindustry.com

Top Domains in Tweet in G6:
[87] ac.ae
[82] twitter.com
[23] zoom.us

Top Domains in Tweet in G7:
[129] switchy.io
[34] twitter.com
[13] expoelearning.com
[4] dy.si
[2] businessbecause.com
[2] silverliningforlearning.org
[1] edtechuvic.ca
[1] bigdatatrunk.com

Top Domains in Tweet in G8:
[18] twitter.com
[4] wrld.bg
[3] devdiscourse.com
[2] coursera.org
[2] zoom.us
[2] edx.org
[1] hidubai.com
[1] linkedin.com
[1] ifc.org

Top Domains in Tweet in G9:
[18] twitter.com
[14] edubridgeindia.com
[2] zoom.us
[1] youtube.com

Top Domains in Tweet in G10:
[38] twitter.com
[2] pbslearningmedia.org
[2] randomactsofkindness.org
[1] getacp.org
[1] parents4support.com
[1] britannica.com
[1] parentingnest.com
[1] facebook.com
[1] childmind.org
[1] edutopia.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3431] onlinelearning
[806] elearning
[776] education
[536] english
[518] learning
[437] edtech
[371] learnenglish
[339] vocabulary
[335] grammar
[325] onlinecourses



Top Hashtags in Tweet in G1:
[1765] onlinelearning
[377] elearning
[289] education
[192] learning
[158] onlinecourses
[122] edtech
[90] onlinecourse
[87] online
[86] training
[76] esu

Top Hashtags in Tweet in G2:
[485] english
[344] learnenglish
[320] grammar
[318] vocabulary
[311] ingilizce
[253] vocab
[241] englishlanguage
[227] learningenglish
[224] ielts
[201] toefl

Top Hashtags in Tweet in G3:
[67] onlinelearning
[38] highered
[7] edtech
[7] education
[6] internationaleducation
[6] virtualed
[4] opm
[3] distancelearning
[3] remotework
[2] facdev

Top Hashtags in Tweet in G4:
[74] onlinelearning
[58] education
[50] students
[32] teaching
[31] onlinecourses
[31] teachers
[30] learning
[30] onlineclasses
[27] training
[27] elearning

Top Hashtags in Tweet in G5:
[221] onlinelearning
[91] udemy
[86] udemyfree
[84] education
[82] udemycourse
[82] udemycoupon
[80] onlinecourses
[71] tuition
[69] students
[67] teachers

Top Hashtags in Tweet in G6:
[149] esu
[99] جامعة_الجميع_الذكية
[94] elearning
[88] onlinelearning
[29] generalenglish
[25] management
[20] digitalmedia
[15] massmedia
[13] datavisualization
[9] infotech

Top Hashtags in Tweet in G7:
[164] edtech
[147] elearning
[139] education
[93] onlinelearning
[51] edutech
[50] onlineeducation
[50] digitaleducation
[49] edtechplatform
[49] highereducation
[49] educationaltechnology

Top Hashtags in Tweet in G8:
[34] onlinelearning
[9] mexico
[7] nigeria
[5] digital2equal
[4] mena
[4] antiracist
[3] covid19
[3] covidvaccine
[2] education
[2] learning

Top Hashtags in Tweet in G9:
[27] kadena
[24] free
[17] onlinelearning
[16] iwd2023
[13] womensday
[13] womenintech
[13] edubridge
[12] exl
[11] embraceequity
[11] education

Top Hashtags in Tweet in G10:
[47] onlinelearning
[16] digitallearning
[14] distancelearning
[13] lcvleads
[11] homeschooling
[10] parenting
[10] students
[7] lovinglcv
[6] education
[4] edtech

Top Words
Top Words in Tweet in Entire Graph:
[3430] #onlinelearning
[1101] online
[967] learning
[807] #elearning
[776] #education
[536] #english
[520] more
[519] #learning
[482] evrenkntenglish
[470] learn

Top Words in Tweet in G1:
[1764] #onlinelearning
[493] online
[377] #elearning
[372] learning
[289] #education
[241] more
[217] learn
[195] courses
[192] #learning
[158] #onlinecourses

Top Words in Tweet in G2:
[485] #english
[481] evrenkntenglish
[344] #learnenglish
[320] #grammar
[318] #vocabulary
[311] #ingilizce
[253] #vocab
[241] #englishlanguage
[227] #learningenglish
[224] #ielts

Top Words in Tweet in G3:
[100] online
[67] #onlinelearning
[62] neilmosley5
[38] #highered
[35] learning
[33] person
[33] karenraycosta
[27] way
[26] far
[26] instruction

Top Words in Tweet in G4:
[169] learning
[154] digital
[154] day
[80] onpassive
[79] education
[77] champion
[77] let's
[77] happy
[77] accessibility
[77] sustainability

Top Words in Tweet in G5:
[221] #onlinelearning
[94] #udemy
[86] #udemyfree
[84] #education
[83] #udemycoupon
[82] #udemycourse
[80] #onlinecourses
[71] #tuition
[69] #students
[67] #teachers

Top Words in Tweet in G6:
[149] #esu
[110] الرابط
[110] التالي
[109] يمكنكم
[99] #جامعة_الجميع_الذكية
[94] #elearning
[88] esu_university
[88] #onlinelearning
[82] التسجيل
[66] عبر

Top Words in Tweet in G7:
[164] #edtech
[147] #elearning
[139] #education
[131] 2023
[130] world
[129] 18
[129] book
[129] forum
[129] 17
[129] london

Top Words in Tweet in G8:
[34] #onlinelearning
[33] women
[24] coursera
[20] online
[19] learning
[15] wbg_gender
[15] ifc_org
[13] learn
[13] report
[12] luis

Top Words in Tweet in G9:
[30] learn
[28] register
[27] wife
[27] take
[27] watching
[27] join
[27] using
[27] taking
[27] github
[27] proud

Top Words in Tweet in G10:
[47] #onlinelearning
[25] parents4support
[25] students
[20] learning
[17] lcvirtualschool
[16] #digitallearning
[15] online
[15] today
[14] more
[14] learn

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[320] #grammar,#ingilizce
[223] online,learning
[192] #ingilizce,#vocab
[187] #vocabulary,#grammar
[184] digital,learning
[177] #elearning,#education
[173] learning,day
[169] الرابط,التالي
[146] #esu,#elearning
[145] #جامعة_الجميع_الذكية,#onlinelearning

Top Word Pairs in Tweet in G1:
[108] online,learning
[71] #جامعة_الجميع_الذكية,#onlinelearning
[65] #elearning,#جامعة_الجميع_الذكية
[64] online,educational
[63] learn,more
[63] educational,platform
[63] platform,mumbai
[63] mumbai,india
[59] الرابط,التالي
[59] #esu,#elearning

Top Word Pairs in Tweet in G2:
[309] #grammar,#ingilizce
[182] #ingilizce,#vocab
[178] #vocabulary,#grammar
[124] #learningenglish,#learnenglish
[95] evrenkntenglish,#english
[90] #ingilizce,#vocabulary
[82] #english,#englishlanguage
[82] #studyenglish,#phraselverbs
[79] #english,#englishteacher
[77] evrenkntenglish,#wednesday

Top Word Pairs in Tweet in G3:
[28] online,learning
[26] learning,designed
[26] person,instruction
[26] designed,way
[26] way,replicates
[26] far,online
[26] instruction,domesticates
[26] domesticates,technology
[26] replicates,person
[25] neilmosley5,far

Top Word Pairs in Tweet in G4:
[154] digital,learning
[154] learning,day
[77] champion,accessibility
[77] accessibility,sustainability
[77] day,let's
[77] happy,digital
[77] sustainability,education
[77] education,digital
[77] let's,champion
[76] day,#digit

Top Word Pairs in Tweet in G5:
[76] #udemycoupon,#onlinecourses
[71] #tuition,#onlinelearning
[67] #onlinelearning,#students
[66] #students,#teachers
[59] #udemyfree,#udemycoupon
[59] #udemycourse,#udemyfree
[59] #udemy,#udemycourse
[51] #teachers,#education
[49] #onlinecourses,#udemycoupons
[41] #udemycoupons,#udemycourses

Top Word Pairs in Tweet in G6:
[110] الرابط,التالي
[87] #esu,#elearning
[80] يمكنكم,التسجيل
[74] #جامعة_الجميع_الذكية,#onlinelearning
[70] #elearning,#جامعة_الجميع_الذكية
[69] esu_university,يمكنكم
[66] عبر,الرابط
[37] التسجيل,في
[29] الانجليزية,العامة
[29] #generalenglish,#esu

Top Word Pairs in Tweet in G7:
[131] #edtech,#elearning
[130] #elearning,#education
[129] 2023,london
[129] world,forum
[129] london,17
[129] 18,book
[129] edtech,world
[129] 17,18
[129] forum,2023
[129] book,#edtech

Top Word Pairs in Tweet in G8:
[12] ifc_org,report
[10] women,#onlinelearning
[7] joined,#onlinelearning
[7] manage,businesses
[7] #onlinelearning,set
[7] 70,women
[7] women,#nigeria
[7] found,70
[7] #nigeria,joined
[7] report,found

Top Word Pairs in Tweet in G9:
[27] github,learn
[27] proud,wife
[27] learn,#kadena
[27] wife,taking
[27] using,github
[27] online,courses
[27] taking,online
[27] watching,take
[27] #kadena,watching
[27] courses,using

Top Word Pairs in Tweet in G10:
[11] online,learning
[9] #onlinelearning,#distancelearning
[8] low,country
[8] #distancelearning,#digitallearning
[8] country,virtual
[8] #onlinelearning,#digitallearning
[7] #parenting,#homeschooling
[7] #digitallearning,#parenting
[6] learning,opportunities
[6] learn,more

Top Replied-To
Top Replied-To in Entire Graph:
@ltc_ud
@esu_university
@insidehighered
@instablog9ja
@harvardgsdexed
@atlanta_virtual
@you_science
@anandmahindra
@kyouthcentre
@onpassive

Top Replied-To in G1:
@ltc_ud

Top Replied-To in G3:
@insidehighered
@philonedtech
@s_df

Top Replied-To in G4:
@onpassive

Top Replied-To in G5:
@you_science

Top Replied-To in G6:
@esu_university

Top Replied-To in G7:
@kyouthcentre

Top Replied-To in G8:
@moeuaeofficial
@edxonline
@coursera

Top Mentioned
Top Mentioned in Entire Graph:
@evrenkntenglish
@esu_university
@onpassive
@neilmosley5
@metaverseworld_
@karenraycosta
@courcefree
@parents4support
@rianmileti
@coursera

Top Mentioned in G1:
@thought_james
@essayshayden
@_bhlingual_
@thegrantedgroup
@clareevans
@mahmudhaaan
@jeffbenton78
@mehnaz_amjad
@faizahusseinx
@englishbypcan

Top Mentioned in G2:
@evrenkntenglish

Top Mentioned in G3:
@neilmosley5
@karenraycosta
@usedgov
@russpoulin
@wcet_info
@insidehighered
@philonedtech
@drescotet
@wicheedu

Top Mentioned in G4:
@onpassive
@ailsaforshaw
@ash_mufareh
@eventtrix
@fatayer_amal
@saniaalamihmd
@evrenkntenglish
@sivakumarhyse
@yconlinetuition
@cudy_id

Top Mentioned in G5:
@courcefree
@ragingcoupon
@uisedu
@learnxplore
@pukunui_my
@cisl_cambridge
@topuniverse_org
@charteredcoll
@cfbtbrunei
@openskill_

Top Mentioned in G6:
@esu_university
@saud8680
@donaali385
@thikra9437564

Top Mentioned in G7:
@metaverseworld_
@expoelearning
@aiinstituteuk
@ugnelip
@kyouthcentre
@esginvesting_1
@turianlabs
@aefolnetworking
@enabelinuganda
@chrs_dede

Top Mentioned in G8:
@coursera
@ifc_org
@wbg_gender
@edxonline
@juttaurpilainen
@eu_partnerships
@ucberkeley
@ifceurope
@ucbletterssci

Top Mentioned in G9:
@rianmileti
@exl_service
@edubridgelearn
@pythonroboto

Top Mentioned in G10:
@parents4support
@lcvirtualschool
@everfik12
@annakoppauthor
@tillieelvrum
@thedlac
@co_cyberfams
@educationweek
@cocharterschool
@edsuperhighway

Top Tweeters
Top Tweeters in Entire Graph:
@javascriptd
@rahul05ranjan
@ebooklingo
@ailsaforshaw
@eraser
@mrproverbe
@calcaware
@ricardo_ik_ahau
@bitrichinfo
@jobsviatweet

Top Tweeters in G1:
@prabhu_ds
@rightbuzzradio
@directorstalk
@kendryvandieppa
@policywriters
@zeroplagiarism
@bns_bot
@bukeddetv
@phoneguymark
@pressfarmpr

Top Tweeters in G2:
@riyadhalrifai
@gmtowner
@luissanclement2
@agnensai
@kcihccihc
@l_u_i_g_i_g_v
@anakonsumtif
@retweetingles
@morita2521
@harisha44524680

Top Tweeters in G3:
@juandoming
@profmdwhite
@heyval2
@cecilia_bocking
@dynamicssiam
@drescotet
@johnccarver
@mathemactivist
@kaurinshanks
@s_df

Top Tweeters in G4:
@ailsaforshaw
@erickbishopz
@follwersshibinu
@ohanafamilies
@dineshc29806816
@mgkgagan
@choudhary_jii
@mumunisaanasal2
@cudy_id
@kaushal_parvesh

Top Tweeters in G5:
@rahul05ranjan
@calcaware
@jeffbullas
@nancyrubin
@javascriptflx
@pythonbot_by_pm
@techinjektion
@stem_ai
@r_1990npshskya
@bekkoucheabde14

Top Tweeters in G6:
@eng_wdirbas
@fahad_alrowes
@kh39kh
@osamammahfouz
@mwadi49753882
@attal99
@maldosi
@al9anas_y20
@aanda26
@irna24ii

Top Tweeters in G7:
@gdprai
@greentechdon
@cruzcoaching
@markj_ohnson
@_valeriei
@inesrobredo
@magazinesglobal
@aefol
@businessbecause
@s_agarm_agar

Top Tweeters in G8:
@ucloudifyai
@kremsermariana1
@harvard
@ifc_org
@moeuaeofficial
@annakfrick
@cuboulder
@intuit
@wbg_gender
@uam_madrid

Top Tweeters in G9:
@pythonroboto
@safiroanejo
@_ellabot
@nevinktitus
@ellyspacesongs
@alessiocrypto
@omcvictory
@yessycryp
@abner369ureil
@huseyinsivridag

Top Tweeters in G10:
@educationweek
@edutopia
@tillieelvrum
@childmindinst
@everfik12
@trying_together
@ljcooney3
@burck
@edsuperhighway
@cynthiaambrose