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onlinelearning_2021-01-01_21-11-36.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 02, 2021
Short Description:
onlinelearning via NodeXL https://bit.ly/2X42jpO
@fmfrancoise
@catlin_tucker
@distancelrnbot
@education_24x7
@scalarhumanity
@eraser
@markj_ohnson
@great_learning
@youtube
@rdene915

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

Description:
Description
The graph represents a network of 9,956 Twitter users whose tweets in the requested range contained "onlinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 02 January 2021 at 05:58 UTC.

The requested start date was Saturday, 02 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 24-day, 0-hour, 7-minute period from Wednesday, 09 December 2020 at 00:38 UTC to Saturday, 02 January 2021 at 00:45 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 : 9956
Unique Edges : 6060
Edges With Duplicates : 22166
Total Edges : 28226
Number of Edge Types : 5
Tweet : 9484
Mentions : 3347
Retweet : 6660
MentionsInRetweet : 8372
Replies to : 363
Self-Loops : 9704
Reciprocated Vertex Pair Ratio : 0.0292204212151285
Reciprocated Edge Ratio : 0.0567816584529676
Connected Components : 3181
Single-Vertex Connected Components : 2087
Maximum Vertices in a Connected Component : 3870
Maximum Edges in a Connected Component : 15485
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.0127
Graph Density : 9.41763044184971E-05
Modularity : 0.365772
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 9,956 Twitter users whose tweets in the requested range contained "onlinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 02 January 2021 at 05:58 UTC.

The requested start date was Saturday, 02 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 24-day, 0-hour, 7-minute period from Wednesday, 09 December 2020 at 00:38 UTC to Saturday, 02 January 2021 at 00:45 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 : 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:
[69] https://www.unrealengine.com/en-US/onlinelearning-courses
[44] http://paper.li/e-1546484200
[40] https://www.roots2success-11plus.uk
[39] https://www.instagram.com/accounts/login/
[32] https://embassykings.com/2020/10/25/a-key-challenge-for-future-millionaires/
[29] https://www.datasciencecentral.com/profiles/blogs/the-influence-of-ai-and-ml-on-online-education
[28] https://youtu.be/J2gvY-f7LkM
[24] http://www.startup365.fr/entrepreneur-courses/
[22] https://timesofindia.indiatimes.com/city/bengaluru/we-must-find-a-safe-way-back-to-school-experts/articleshow/77536084.cms
[22] https://yourstory.com/2020/07/jobs-roundup-edtech-startup-toppr

Top URLs in Tweet in G1:
[26] https://www.instagram.com/accounts/login/
[24] http://www.startup365.fr/entrepreneur-courses/
[14] https://www.newindianexpress.com/states/odisha/2020/aug/02/engineering-students-provide-free-virtual-tution-to-school-children-in-odisha-2178062.html
[11] https://chat.whatsapp.com/BXs575sc3sRJOhfOEFyURR
[10] https://timesofindia.indiatimes.com/city/bengaluru/we-must-find-a-safe-way-back-to-school-experts/articleshow/77536084.cms
[10] https://www.newindianexpress.com/nation/2020/jul/23/private-schools-stop-online-classes-after-gujarat-governments-no-fee-order-2173716.html
[10] https://www.edexlive.com/opinion/2020/aug/03/why-self-study-is-essential-for-inculcating-the-habit-of-finding-answers-13645.html
[9] https://visionjobs.in/
[9] https://www.dailypioneer.com/2020/state-editions/amid-pandemic--let-s-make-online-edu-a-way-of-life-.html
[9] https://www.dnaindia.com/education/report-nep-2020-centre-aims-to-bring-iits-iims-under-online-learning-seeks-inputs-from-ugc-aicte-2837375

Top URLs in Tweet in G2:
[41] http://paper.li/e-1546484200
[28] https://www.datasciencecentral.com/profiles/blogs/the-influence-of-ai-and-ml-on-online-education
[19] https://www.edutopia.org/article/10-most-significant-education-studies-2020
[19] https://www.udemy.com/course/the-complete-web-development-2020-bootcamp/?couponCode=FESTIVE2021
[16] https://e-learning-teleformacion.blogspot.com/2020/12/using-blockchain-technology-for-e.html
[13] https://yourstory.com/2020/07/jobs-roundup-edtech-startup-toppr
[12] https://e-learning-teleformacion.blogspot.com/2020/10/vol-15-no-20-2020-international-journal.html
[12] https://e-learning-teleformacion.blogspot.com/2020/01/applying-artificial-intelligence.html
[10] https://www.global-edtech.com/appventcalendar-day-ten-lessonup/
[10] https://www.edcircuit.com/expert-strategies-to-make-online-teaching-a-success/?utm_campaign=expert-strategies-to-make-online-teaching-a-success&utm_medium=social_link&utm_source=missinglettr-twitter

Top URLs in Tweet in G3:
[13] https://www.edutopia.org/article/strategies-dramatic-arts-can-enhance-student-engagement
[3] https://www.freetech4teachers.com/2020/12/five-ideas-for-online-breakout-room.html
[3] https://twitter.com/TCEA/status/1338521639009529862
[2] https://timesofindia.indiatimes.com/city/goa/goa-board-to-cut-30-portion-class-xii-in-line-with-cbse/articleshow/77075125.cms
[2] https://www.dnaindia.com/education/report-nep-2020-centre-aims-to-bring-iits-iims-under-online-learning-seeks-inputs-from-ugc-aicte-2837375
[2] https://www.dailypioneer.com/2020/state-editions/amid-pandemic--let-s-make-online-edu-a-way-of-life-.html
[2] https://www.dailypioneer.com/2020/state-editions/national-digital-conference-on----schooling-in-context-of-new-education-policy-2020--held.html
[2] https://theconversation.com/how-remote-learning-is-making-educational-inequities-worse-150709
[2] https://www.youtube.com/watch?v=WUYSSxT_B84&feature=share

[2] https://blog.tcea.org/converting-pdfs-images-to-digital-worksheets/

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1343174547357327360
[1] https://twitter.com/i/web/status/1336643634716938243
[1] https://www.mygreatlearning.com/blog/beginners-guide-to-brain-computer-interface/?utm_source=Social
[1] Media&utm_medium=Twitter&utm_campaign=AIML_Blog
[1] https://www.linkedin.com/feed/update/urn:li:activity:6743125052201426944
[1] https://twitter.com/i/web/status/1338086453759406081
[1] https://twitter.com/i/web/status/1341269045769715712
[1] https://twitter.com/i/web/status/1342171934637875200
[1] https://twitter.com/i/web/status/1342360510075817984
[1] https://www.mygreatlearning.com/blog/career-options-after-mba-in-business-analytics?ambassador_code=twitter&utm_source=twitter&utm_medium=DSBA_blog_26Dec

Top URLs in Tweet in G5:
[5] https://www.chronicle.com/newsletter/teaching/2020-12-10?cid2=gen_login_refresh&cid=gen_sign_in
[4] http://www.thefrenchcorner.net/2020/12/first-steps-with-flipgrid.html
[3] https://admin.flipgrid.com/discovery/partners/77?name=sharks4kids
[2] https://edtechimpact.com/news/how-to-engage-pupils-via-remote-learning
[2] http://www.thefrenchcorner.net/2020/12/collaborative-powerpoints-part-ii-more.html
[2] https://edtechimpact.com/products/curriculum-maestro
[2] https://twitter.com/topcastnow/status/1336310180938649603
[2] https://twitter.com/ThePedagologist/status/1336354856181800961
[2] http://cadrek12.org/online-learning
[2] https://flipgrid.com/f688c9f6

Top URLs in Tweet in G6:
[5] http://www.yaliafriquedelouest.org
[4] http://www.yaliafriquedelouest.org/
[1] https://medium.com/authority-magazine/meet-the-disruptors-michael-shangkuan-of-lingoda-gmbh-on-the-three-things-you-need-to-shake-up-5c0aaf74a0c
[1] https://twitter.com/i/web/status/1337011213226700800
[1] https://twitter.com/i/web/status/1340031968705204228
[1] https://twitter.com/i/web/status/1340032070928756736
[1] https://paper.li/miCentralMX/1301337892?edition_id=32c866e0-4432-11eb-a9a9-002590a5ba2d

Top URLs in Tweet in G7:
[2] https://twitter.com/icde_org/status/1338446303320285189
[2] https://www.prunderground.com/?p=213242
[2] https://www.futurelearn.com/partners/umich
[1] https://hbsp.harvard.edu/inspiring-minds/students-reflect-on-a-year-of-online-instruction-and-share-advice-and-gratitude-for-their-educators?cid=organic-social%7Ctwitter%7Ctired-thankful-accomplished%7Cnone%7Cinspiring-minds-article%7Cunknown%7Cinspiring-minds-article%7Cdec2020
[1] https://www.classcentral.com/report/best-free-online-courses-2021/
[1] https://campustechnology.com/articles/2019/03/26/survey-instructional-designers-drive-better-student-outcomes.aspx?utm_content=bufferc9269&utm_medium=social&utm_source=facebook.com&utm_campaign=buffer&m=1
[1] https://www.neilmosley.com/blog/will-universities-meet-the-growing-demand-for-online-learning
[1] https://twitter.com/mdkorosec/status/1339492785859211264
[1] https://twitter.com/i/web/status/1339949542964416516
[1] https://www.aare.edu.au/blog/?p=5400

Top URLs in Tweet in G8:
[22] https://www.pblworks.org/blog/why-pbl-best-online-instruction
[5] https://www.pblworks.org/blog/my-favorite-projects-2020
[3] https://www.pblworks.org/blog/beyond-worksheet-packet-pbl-projects-adapt-remote-learning?fbclid=IwAR0SVwOzUHfoB8EtLoJh5gxkindGV-AMDWl2IgfR3zedVK1Znq0f4ABuD24
[3] https://catlintucker.com/2020/11/virtual-social-learning-spaces/
[3] https://www.livemint.com/education/news/how-premier-institutes-are-redefining-education-for-mass-impact-11595764983950.html
[3] https://yourstory.com/2020/08/toppr-vedantu-campk12-edtech-startups-coding-kids-nep
[3] https://ditchthattextbook.com/student-relationships-online/?utm_source=feedly&utm_medium=rss&utm_campaign=student-relationships-online
[2] https://www.newindianexpress.com/states/odisha/2020/aug/02/engineering-students-provide-free-virtual-tution-to-school-children-in-odisha-2178062.html
[2] https://www.usatoday.com/in-depth/news/education/2020/12/13/covid-online-school-tutoring-plan/6334907002/
[2] https://www.edsurge.com/news/2020-11-25-remote-learning-is-not-going-away-soon-this-is-how-to-make-it-better?utm_campaign=ISTESproutSocial&utm_medium=social&utm_source=twitter.com

Top URLs in Tweet in G9:
[28] https://youtu.be/J2gvY-f7LkM
[3] https://tutorextra.co.uk/articles/how-much-do-tutors-charge-in-the-uk/104
[1] https://TutorExtra.co.uk
[1] https://twitter.com/i/web/status/1343975570535829505
[1] https://twitter.com/i/web/status/1343974557372321793
[1] https://twitter.com/i/web/status/1336585138491301891
[1] https://tutorstream.net/subjects
[1] https://twitter.com/i/web/status/1337009178519482370
[1] https://twitter.com/i/web/status/1337307393336750080
[1] https://twitter.com/i/web/status/1338499290864488450

Top URLs in Tweet in G10:
[10] https://www.amazon.in/Oakter-MiniUPS-Online-Routers-Set-top/dp/B08HLZ28QC/ref=as_li_ss_tl?dchild=1&keywords=mini+ups&qid=1601101113&sr=8-16&linkCode=sl1&tag=miniups-21&linkId=ab0217f5bb42b44bfa412fc2f0fc3035&language=en_IN
[1] https://twitter.com/i/web/status/1338097497466658817
[1] https://twitter.com/i/web/status/1339203154068480000
[1] https://twitter.com/i/web/status/1341355658667442176
[1] https://yourstory.com/2020/11/iim-bangalore-startup-digitise-universities-accelerators-edtech
[1] https://www.acadru.com/
[1] https://twitter.com/i/web/status/1339777205128216578
[1] https://hr.economictimes.indiatimes.com/news/workplace-4-0/learning-and-development/how-the-pandemic-has-been-a-boon-to-ld/79801143
[1] https://creativtechnologies.com/2020/12/17/how-to-prepare-an-online-learning-course/
[1] https://twitter.com/i/web/status/1339470116484833281

Top Domains
Top Domains in Tweet in Entire Graph:
[6175] twitter.com
[310] youtube.com
[279] thelanguagegarage.com
[245] blogspot.com
[187] unrealengine.com
[178] matrixlms.com
[169] vubblepop.com
[161] neolms.com
[148] co.uk
[130] uis.edu

Top Domains in Tweet in G1:
[2441] twitter.com
[81] thelanguagegarage.com
[59] youtube.com
[53] co.uk
[40] sskillz.com
[39] educatorstechnology.com
[31] linkedin.com
[30] startup365.fr
[29] instagram.com
[26] google.com

Top Domains in Tweet in G2:
[1273] twitter.com
[230] blogspot.com
[177] matrixlms.com
[169] vubblepop.com
[161] neolms.com
[110] tes.com
[92] youtube.com
[80] medium.com
[67] iammarketingmedia.com
[66] edtechreview.in

Top Domains in Tweet in G3:
[26] twitter.com
[14] edutopia.org
[12] catlintucker.com
[5] youtube.com
[4] dailypioneer.com
[3] google.com
[3] indiatimes.com
[3] theconversation.com
[3] freetech4teachers.com
[3] teacherspayteachers.com

Top Domains in Tweet in G4:
[6] twitter.com
[2] mygreatlearning.com
[1] linkedin.com

Top Domains in Tweet in G5:
[41] twitter.com
[9] thefrenchcorner.net
[6] google.com
[5] flipgrid.com
[5] edtechimpact.com
[5] chronicle.com
[4] onlinelearningconsortium.org
[2] linkedin.com
[2] ucf.edu
[2] cadrek12.org

Top Domains in Tweet in G6:
[9] yaliafriquedelouest.org
[5] twitter.com
[3] lingoda.com
[1] medium.com
[1] paper.li

Top Domains in Tweet in G7:
[30] twitter.com
[5] kansascityfed.org
[3] harvard.edu
[3] futurelearn.com
[2] ac.uk
[2] prunderground.com
[2] u2b.com
[1] youtu.be
[1] classcentral.com
[1] campustechnology.com

Top Domains in Tweet in G8:
[30] pblworks.org
[28] twitter.com
[10] edsurge.com
[5] ditchthattextbook.com
[4] iste.org
[4] edtechmagazine.com
[4] yourstory.com
[4] livemint.com
[4] uis.edu
[3] catlintucker.com

Top Domains in Tweet in G9:
[58] twitter.com
[28] youtu.be
[6] co.uk
[2] tutorstream.net
[2] tes.com
[1] bbc.in
[1] youtube.com
[1] bit.ly
[1] mandyfroehlich.com
[1] huffpost.com

Top Domains in Tweet in G10:
[34] twitter.com
[10] amazon.in
[1] yourstory.com
[1] acadru.com
[1] indiatimes.com
[1] creativtechnologies.com
[1] blogspot.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7842] onlinelearning
[1392] education
[1313] elearning
[1117] edtech
[746] learning
[478] onlineclasses
[448] distancelearning
[426] languages
[384] remotelearning
[354] online



Top Hashtags in Tweet in G1:
[2288] onlinelearning
[354] eduwarrior
[260] elearning
[215] education
[177] storyofeduwarrior
[177] makingonlineeducationaccessible
[177] edutorapp
[167] languages
[139] learning
[138] onlineclasses

Top Hashtags in Tweet in G2:
[1840] onlinelearning
[822] elearning
[820] edtech
[810] education
[292] distancelearning
[287] learning
[200] edchat
[156] python
[154] ai
[145] students

Top Hashtags in Tweet in G3:
[85] onlinelearning
[39] edchat
[15] distancelearning
[15] teaching
[13] blendedlearning
[11] byjus
[10] edtech
[7] googlemeet
[5] education
[4] remotelearning

Top Hashtags in Tweet in G4:
[181] powerahead
[121] greatlearning
[51] santaclause
[6] onlineeducation
[6] onlinelearning
[2] gl
[1] onlinecourses
[1] memes
[1] roadrash
[1] hulk

Top Hashtags in Tweet in G5:
[102] onlinelearning
[19] highered
[16] hybridlearning
[15] remotelearning
[12] distancelearning
[9] vr
[9] facdev
[8] olcideate
[7] covid19wl
[5] ielol

Top Hashtags in Tweet in G6:
[27] onlinelearning
[21] formation
[21] leadership
[17] languages
[5] powerahead
[5] greatlearning
[3] poll
[3] multilingual
[2] liderança
[2] saotomeprincipe

Top Hashtags in Tweet in G7:
[61] onlinelearning
[14] remoteteaching
[9] highered
[9] moneymuseum
[7] digital
[7] online
[7] datascience
[6] learnenglish
[4] elearning
[4] strategy

Top Hashtags in Tweet in G8:
[80] onlinelearning
[20] sel
[17] remotelearning
[14] appleclips
[12] edtech
[8] distancelearning
[8] byjus
[7] pbl
[6] k12
[4] otubed

Top Hashtags in Tweet in G9:
[75] onlinelearning
[74] tutoronline
[59] tutor
[56] teachonline
[56] teach
[55] onlineteaching
[55] onlietutor
[54] learnonline
[52] mentor
[48] freedom

Top Hashtags in Tweet in G10:
[35] onlinelearning
[29] miniups
[11] nep2020
[10] wifi
[10] oakter
[10] madeinindia
[6] teach
[6] application
[6] learn
[4] powercut

Top Words
Top Words in Tweet in Entire Graph:
[7839] #onlinelearning
[3687] online
[3086] learning
[1666] more
[1398] students
[1392] #education
[1357] learn
[1313] #elearning
[1116] #edtech
[923] free

Top Words in Tweet in G1:
[2287] #onlinelearning
[833] online
[584] learning
[354] more
[354] #eduwarrior
[303] students
[261] learn
[260] #elearning
[243] courses
[215] #education

Top Words in Tweet in G2:
[1840] #onlinelearning
[848] learning
[822] #elearning
[819] #edtech
[810] #education
[591] online
[309] learn
[294] more
[292] #distancelearning
[287] #learning

Top Words in Tweet in G3:
[411] catlin_tucker
[333] online
[284] students
[222] create
[213] google
[213] engage
[212] more
[212] slides
[211] thinking
[211] routines

Top Words in Tweet in G4:
[212] great_learning
[181] #powerahead
[156] help
[124] career
[121] #greatlearning
[120] learning
[95] great
[63] upskilling
[63] transform
[63] transformation

Top Words in Tweet in G5:
[102] #onlinelearning
[33] online
[29] great
[28] karenraycosta
[24] student
[21] nearpod
[19] #highered
[18] flipgrid
[17] learning
[17] uber

Top Words in Tweet in G6:
[163] lingoda
[82] know
[79] 2020
[76] words
[71] 4000
[71] added
[71] dictionary
[71] year
[71] check
[71] favorites

Top Words in Tweet in G7:
[61] #onlinelearning
[59] neilmosley5
[56] online
[41] free
[40] students
[39] learning
[36] more
[31] universities
[29] presentation
[29] study

Top Words in Tweet in G8:
[115] learning
[80] #onlinelearning
[75] online
[66] iste
[48] students
[36] remote
[32] best
[28] edsurge
[28] pblworks
[25] educators

Top Words in Tweet in G9:
[121] tutor
[75] #onlinelearning
[74] #tutoronline
[59] #tutor
[56] #teachonline
[56] #teach
[55] #onlineteaching
[55] #onlietutor
[54] #learnonline
[52] online

Top Words in Tweet in G10:
[35] #onlinelearning
[35] uninterrupted
[35] internet
[35] seems
[33] much
[33] needed
[31] boon
[29] year
[29] #miniups
[28] power

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[857] online,learning
[293] #education,#onlinelearning
[272] #onlinelearning,#education
[263] #edtech,#onlinelearning
[241] online,create
[235] students,online
[231] engage,students
[229] #elearning,#education
[229] learn,more
[225] google,slides

Top Word Pairs in Tweet in G1:
[177] thank,#eduwarrior
[177] #eduwarrior,#eduwarrior
[177] #eduwarrior,#storyofeduwarrior
[177] #storyofeduwarrior,#makingonlineeducationaccessible
[177] #makingonlineeducationaccessible,#edutorapp
[177] #edutorapp,#onlinelearning
[172] online,learning
[81] #spanish,#learnspanish
[81] #languages,#languagelearning
[80] #onlinelearning,#elearning

Top Word Pairs in Tweet in G2:
[212] #education,#onlinelearning
[197] #elearning,#education
[182] #edtech,#onlinelearning
[176] #onlinelearning,#education
[149] #elearning,#edtech
[148] ht,letstalkscience
[139] read,more
[130] online,learning
[130] #onlinelearning,#learning
[125] #onlinelearning,#employeetraining

Top Word Pairs in Tweet in G3:
[219] online,create
[213] engage,students
[210] more,thinking
[210] thinking,routines
[210] routines,formatted
[210] formatted,google
[210] google,slides
[210] slides,engage
[210] students,online
[207] catlin_tucker,more

Top Word Pairs in Tweet in G4:
[104] help,career
[66] great,learning
[65] learning,#greatlearning
[63] upskilling,help
[63] career,transform
[63] transform,#powerahead
[63] #powerahead,transformation
[63] transformation,great
[62] great_learning,upskilling
[52] santa,knows

Top Word Pairs in Tweet in G5:
[15] #highered,#onlinelearning
[11] #onlinelearning,emergency
[9] nearpod,helps
[9] helps,increase
[9] increase,engagement
[9] engagement,participation
[9] participation,during
[9] during,#distancelearning
[9] #distancelearning,#vr
[9] #vr,field

Top Word Pairs in Tweet in G6:
[71] know,4000
[71] 4000,words
[71] words,added
[71] added,dictionary
[71] dictionary,year
[71] year,check
[71] check,favorites
[71] favorites,2020
[70] lingoda,know
[43] studying,german

Top Word Pairs in Tweet in G7:
[16] development,preservice
[14] technology,allows
[14] allows,single
[14] single,presentation
[14] presentation,shared
[14] shared,many
[14] many,more
[14] more,people
[14] people,once
[14] once,viewing

Top Word Pairs in Tweet in G8:
[29] remote,learning
[25] online,learning
[25] best,practices
[22] practices,online
[22] online,instruction
[22] instruction,map
[22] map,closely
[22] closely,know
[22] know,gold
[22] gold,standard

Top Word Pairs in Tweet in G9:
[55] #onlietutor,#tutor
[55] #tutor,#onlinelearning
[54] #onlinelearning,#onlineteaching
[54] #onlineteaching,#teachonline
[52] #teach,#mentor
[50] tutor,stream
[48] stream,uk
[48] uk,give
[48] give,#freedom
[47] #freedom,#tutoronline

Top Word Pairs in Tweet in G10:
[35] uninterrupted,internet
[35] internet,seems
[33] seems,much
[33] much,needed
[31] needed,boon
[29] boon,year
[29] year,#miniups
[28] #miniups,power
[26] power,packed
[13] packed,wifi

Top Replied-To
Top Replied-To in Entire Graph:
@iihmhotelschool
@unicentkompally
@etmasterclass
@is_unicent
@unicentmiyapur
@unicentnagole
@teszelszky
@bbcnewsnight
@cyclingkev

Top Replied-To in G1:
@deardana3
@avatarorg

Top Replied-To in G2:
@timhortons
@rdene915
@mashable

Top Replied-To in G5:
@quizlet
@educationnext
@nearpod

Top Replied-To in G6:
@authoritymgzine

Top Replied-To in G9:
@rf_watson
@dhasty01
@steinbrinklaura
@mrn_primary
@mrhtheteacher
@fakeheadteacher
@deputygrocott
@techwithbecky
@griffin_ot

Top Replied-To in G10:
@drrpnishank
@xiaomiindia
@shivani_tr
@twitter
@nagarro
@sunraytech
@abhirup_hno3
@matrix3d_india
@hotelier_india
@httech

Top Mentioned
Top Mentioned in Entire Graph:
@catlin_tucker
@great_learning
@eraser
@lingoda
@letstalkscience
@unrealengine
@projectzerohgse
@etr_in
@mrhamz
@neilmosley5

Top Mentioned in G1:
@envirodo
@quest_maestro
@rohan80768686
@nightocaa
@vocabvictor
@garygenard
@infoadrs
@sagewolfsong

Top Mentioned in G2:
@eraser
@letstalkscience
@etr_in
@aldlimited
@nypl
@cmloiacono
@tut_ml
@neolms
@k12prospects
@vubblepop

Top Mentioned in G3:
@catlin_tucker
@projectzerohgse
@tcea
@stardashsighs
@jrsowash
@rmbyrne
@sdemichele
@tiktok
@neilmosley5
@studysync

Top Mentioned in G4:
@great_learning
@cmloiacono

Top Mentioned in G5:
@karenraycosta
@flipgrid
@peardeck
@nearpod
@russpoulin
@olctoday
@buddyxo
@nbcnews
@floca
@worldedus

Top Mentioned in G6:
@lingoda
@yalidakar
@great_learning
@authoritymgzine
@catlin_tucker
@micentralmx
@wbtsec
@nychealthsystem

Top Mentioned in G7:
@neilmosley5
@futurelearn
@jotondeur
@teachingenglish
@kansascityfed
@coursera
@sahoward_uow
@unikent
@iimb_official
@harvardbizedu

Top Mentioned in G8:
@iste
@edsurge
@pblworks
@jorgedoespbl
@mrerdoganedu
@micheeaton
@catlin_tucker
@nasa
@edsur
@kayuoit

Top Mentioned in G9:
@menteachprimary
@mrandrewlamb
@veo_app
@cam_assessment
@educationgovuk
@teflorg
@kathisuesummers
@whatthetrigmath
@tutorextrauk
@smoore_teach

Top Mentioned in G10:
@eduminofindia
@drrpnishank
@pib_india
@twitter
@mib_india
@unicefindia
@gpforeducation
@ethrworld
@youtube
@ddnewslive

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@knewz_currently
@jurylady5
@current_knewz
@bella623
@javascriptd
@chidambara09
@cybersec_feeds
@indiegametrends
@adultbrazil

Top Tweeters in G1:
@easyworldnews
@primesiteuk
@hotpage_news
@alhaill_rsa
@fmtoday
@globalmuseum
@wizzyprobs
@samayamtamil
@ideaspbusiness
@followyouswap

Top Tweeters in G2:
@sectest9
@chidambara09
@cybersec_feeds
@aaroncuddeback
@femtech_
@iam__network
@xaelbot
@codedailybot
@codernotesbot
@businessinsider

Top Tweeters in G3:
@algierslady
@tamraraven
@elizawallace27
@smgaillard
@jccordero28
@publichealthmap
@joykirr
@markedeschaine
@teslex082016
@worldprofessor

Top Tweeters in G4:
@sharmars003
@das_sharu
@hemanth1981998
@sorabhs17816693
@sharu_das
@kanishkasaini12
@mepiyush_
@arunsai_fanofrc
@qadrishabih_
@rahulve74423149

Top Tweeters in G5:
@fox10phoenix
@nancyrubin
@nbcnews
@abc15
@starbucks
@flipgrid
@koldnews
@azfamily
@kvoa
@scxq28

Top Tweeters in G6:
@5fec93919a544d3
@raumunz
@amuraovonn
@dhinakaranrajan
@chhumayunrt
@shahzebalvi4
@gadiooumoul
@lkafle
@rolex7michael
@s4th__

Top Tweeters in G7:
@kane007
@entwistletx
@wagjuer
@milaniolivera
@asyoureadthis
@newsneus
@scieducation1
@a11yalicia
@guywwallace
@catspyjamasnz

Top Tweeters in G8:
@bar_zie
@iamdrwill
@stem_nastics
@mitgc_cm
@hlc_education
@pantsisbad
@sarahdateechur
@jenwilliamsedu
@edsurge
@ivdacruz

Top Tweeters in G9:
@pandoramusic
@paulgarvey4
@cecilia_bocking
@paulsolarz
@tishrich
@sumrthyme
@headspace
@davidpollardirl
@missc_1717
@mrnunesteach

Top Tweeters in G10:
@httweets
@bcci
@timesofindia
@indiatvnews
@ani
@the_hindu
@livemint
@zeenews
@gulf_news
@pib_india