onlinelearning, Twitter, 11/5/2020 6:51:09 PM, 239541


FAQ | Problem?

onlinelearning_2020-11-05_01-25-41.xlsx
onlinelearning_2020-11-05_01-25-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 05, 2020
Short Description:
onlinelearning via NodeXL https://bit.ly/3jX765f
@catlin_tucker
@scalarhumanity
@ieeexplore
@distancelrnbot
@eraser
@reutsmichael1
@fmfrancoise
@lingoda
@markj_ohnson
@jc_james_clark

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

Description:
Description
The graph represents a network of 11,717 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 Thursday, 05 November 2020 at 10:03 UTC.

The requested start date was Thursday, 05 November 2020 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 16-day, 10-hour, 28-minute period from Monday, 19 October 2020 at 14:32 UTC to Thursday, 05 November 2020 at 01:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 11717
Unique Edges : 6519
Edges With Duplicates : 22618
Total Edges : 29137
Number of Edge Types : 5
Tweet : 8536
Mentions : 3301
Retweet : 7759
MentionsInRetweet : 9329
Replies to : 212
Self-Loops : 8745
Reciprocated Vertex Pair Ratio : 0.03332350339133
Reciprocated Edge Ratio : 0.0644977168949772
Connected Components : 3663
Single-Vertex Connected Components : 2334
Maximum Vertices in a Connected Component : 4541
Maximum Edges in a Connected Component : 15638
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.169523
Graph Density : 7.65754502894351E-05
Modularity : 0.400652
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 11,717 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 Thursday, 05 November 2020 at 10:03 UTC.

The requested start date was Thursday, 05 November 2020 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 16-day, 10-hour, 28-minute period from Monday, 19 October 2020 at 14:32 UTC to Thursday, 05 November 2020 at 01:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : 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:
[229] https://catlintucker.com/2020/10/choose-your-own-adventure/
[135] https://catlintucker.com/2020/10/concurrent-classroom-with-station-rotation-model/
[100] https://catlintucker.com/2020/08/video-conferencing-establishing-routines-online/
[79] https://johannesdrooghaag.com/
[63] https://catlintucker.com/2020/04/personalizing-feedback-online/
[46] https://nigerianseminarsandtrainings.com/
[42] https://catlintucker.com/2020/09/udl-blended-learning-engagement/
[40] https://catlintucker.com/2020/09/udl-blended-learning-representation/
[34] https://www.weareteachers.com/remote-learning-equity/?utm_content=1602803912&utm_medium=social&utm_source=twitter
[34] http://people.uis.edu/rschr1/onlinelearning/

Top URLs in Tweet in G1:
[17] http://www.startup365.fr/entrepreneur-courses/
[15] https://www.tes.com/teaching-resources/shop/Jonfkirk
[13] https://indianexpress.com/article/education/state-reverses-ban-on-online-learning-for-pre-primary-to-class-ii-6520756/
[13] https://yourstory.com/2020/08/toppr-vedantu-campk12-edtech-startups-coding-kids-nep
[13] https://www.tes.com/teaching-resource/florence-nightingale-mystery-codebreaker-12289972
[13] https://www.tes.com/teaching-resource/phonics-set-2-special-friends-read-write-inc-ay-ee-igh-ow-oo-ar-or-air-ir-ou-oy-12290464
[13] https://www.tes.com/teaching-resource/180-perfect-plenaries-vcop-and-icebreaker-circle-time-activities-12284876
[12] https://mainlyspeaking.com/
[11] https://www.dnaindia.com/education/report-nep-2020-centre-aims-to-bring-iits-iims-under-online-learning-seeks-inputs-from-ugc-aicte-2837375
[11] https://www.newindianexpress.com/states/odisha/2020/aug/02/engineering-students-provide-free-virtual-tution-to-school-children-in-odisha-2178062.html

Top URLs in Tweet in G2:
[225] https://catlintucker.com/2020/10/choose-your-own-adventure/
[127] https://catlintucker.com/2020/10/concurrent-classroom-with-station-rotation-model/
[93] https://catlintucker.com/2020/08/video-conferencing-establishing-routines-online/
[58] https://catlintucker.com/2020/04/personalizing-feedback-online/
[39] https://catlintucker.com/2020/09/udl-blended-learning-engagement/
[35] https://catlintucker.com/2020/09/udl-blended-learning-representation/
[8] https://catlintucker.com/2020/10/basics-lesson-planning-concurrent-classroom/
[7] https://catlintucker.com/2020/09/online-learning-thinking-routines/
[7] https://catlintucker.com/2020/07/8-ideas-designed-to-engage-students-online/
[3] https://catlintucker.com/2020/03/3-ways-to-use-video-conferencing/

Top URLs in Tweet in G3:
[25] https://e-learning-teleformacion.blogspot.com/2020/10/vol-16-no-12-2020-international-journal.html
[23] https://e-learning-teleformacion.blogspot.com/2020/10/vol-15-no-20-2020-international-journal.html
[23] https://blog.education-ecosystem.com/why-you-should-learn-python-for-data-science/
[22] https://medium.com/t5es/educaci%C3%B3n-a-distancia-vencer-retos-y-superar-desaf%C3%ADos-octubre-2020-d8c225806313?source=friends_link&sk=143edfadef25650c9ce5f7d49acc81b4
[19] https://click.linksynergy.com/fs-bin/click?id=Nn*mbVFU85E&offerid=323058.7132&type=3&subid=0
[17] https://medium.com/%C3%B1am-educkacci%C3%B3n-en-red/remote-teaching-distance-learning-team-teaching-or-blended-learning-9b094cd7749f?source=friends_link&sk=a04ce0697bd304bad014cef044d7bd34
[13] https://medium.com/%C3%B1am-educkacci%C3%B3n-en-red/pedagog%C3%ADa-de-la-excepci%C3%B3n-c%C3%B3mo-educar-en-la-pandemia-a02d7adb8e64?source=friends_link&sk=5f1740fddc5b021b86dc14a556b1b15b
[13] https://e-learning-teleformacion.blogspot.com/2020/11/transicion-de-la-educacion-convencional.html
[13] https://elearningindustry.com/best-elearning-authoring-tools-for-top-training-content-creation
[13] http://www.ourgoodfamily.org/2017/08/kids-online-reading/?utm_content=buffer02d13&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[46] https://nigerianseminarsandtrainings.com/
[25] https://www.youtube.com/watch?v=8pm-Xzgd1cI

[24] https://media4you.social/career-development.html#offer1
[13] https://www.udemy.com/course/islandes-moderno-1a-edicion-espanol/?couponCode=A4774A5D074BE488F288
[13] https://www.udemy.com/course/euskera-batua-basque-language-online-course-english/?couponCode=1FEB10B198BDEAECC6F6
[6] https://www.udemy.com/course/euskera-batua-basque-language-online-course-english/?referralCode=DFADDD839C151B097970
[2] https://www.udemy.com/course/euskera-batua-basque-language-online-course-english/?couponCode=EEDC51547CDB50509DB3
[1] https://blog.lingoda.com/en/so-youve-signed-up-for-lingoda-now-what/?utm_source=twitter&utm_medium=social&utm_campaign=[en-en[all]]_blog-2020-10[so-youve-signed-up-for-lingoda-now-what/]
[1] https://blog.lingoda.com/en/beginners-guide-language-learning/?utm_source=twitter&utm_medium=social&utm_campaign=[en-en[all]]_blog-2020-10[beginners-guide-language-learning/]
[1] https://twitter.com/i/web/status/1322112716526489600

Top URLs in Tweet in G5:
[4] https://www.techlearning.com/how-to/best-adobe-spark-for-education-tips-and-tricks
[4] https://bccampus.ca/event/fun-flo-friday-open-tricks-treats/?instance_id=3122
[3] http://www.spencerauthor.com/building-an-empowered-community-in-distance-learning-courses/
[3] https://www.pscp.tv/w/cmBLjjFQWEVkbVdyd3ZsUWV8MVlxR29SRFhBUU1LdqsqHguYflbmVSNUVzlWUU_8IDekXe5CEt7O_jh7zNPW
[2] https://theinnovativeeducator.blogspot.com/2020/11/heres-how-virtual-work-can-be-as-good.html
[1] https://catlintucker.com/2020/04/personalizing-feedback-online/
[1] https://www.trainingzone.co.uk/deliver/training/digital-transformation-increasing-engagement-with-online-learning
[1] https://www.d2l.com/events/fusion/schedule/sessions/
[1] https://twitter.com/D2LBarry/status/1318192598767620097
[1] http://ow.ly/LHhJ50BuJ9L

Top URLs in Tweet in G6:
[3] https://www.ucem.ac.uk/news-events/webinars/
[3] http://socialwork.buffalo.edu/resources/delivering-remote-education-in-place-of-seated-education-what-how.html
[2] https://www.ucem.ac.uk/news-events/blog/principal-thoughts-building-a-student-community/
[2] https://www.ucem.ac.uk/study-with-ucem/
[1] https://www.edtechexamined.com/
[1] https://www.ft.com/content/87077445-6a1c-4283-bc81-8077af211a12
[1] https://twitter.com/i/web/status/1318431790734987264
[1] https://twitter.com/i/web/status/1318794156077158402
[1] https://learningsolutionsmag.com/articles/addicted-to-virtual-classroom-breakout-rooms-get-help-now?utm_campaign=lspub&utm_medium=social&utm_source=linkedin
[1] https://twitter.com/i/web/status/1320258916970876929

Top URLs in Tweet in G7:
[78] https://johannesdrooghaag.com/
[19] https://www.linkedin.com/slink?code=gru6gig
[18] https://cyberalliances.org/socalsummit2020/register/?aff=VT
[6] https://bdtechtalks.com/2020/10/19/nvidia-maxine-ai-video-conferencing/
[5] https://blog.iammarketingmedia.com/meet-howard-county-education-board-candidate-jen-mallo/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[5] https://blog.iammarketingmedia.com/zovio-announces-the-launch-of-signalz-for-student-success/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[5] https://blog.iammarketingmedia.com/harmony-school-of-innovation-elementary-names-new-assistant-principal/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[5] https://blog.iammarketingmedia.com/woub-learning-lab-offers-virtual-family-learning-stem-workshops/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[5] https://blog.iammarketingmedia.com/microsoft-malaysia-every-student-has-a-chance-with-the-right-tech/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[5] https://www.linkedin.com/slink?code=gqtEijz

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1321232710778564609

Top URLs in Tweet in G9:
[6] https://linksredirect.com/?cid=106340&source=linkkit&url=https%3A%2F%2Fshop.byjus.com%2Fproducts%2Fbyjus-classes-online-tuition-for-1-month-2000
[4] https://e-learning-teleformacion.blogspot.com/2020/10/vol-15-no-20-2020-international-journal.html
[4] 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
[2] https://www.chrp-india.com/
[2] https://forms.gle/ohkCA8kyftNpELr48
[1] https://www.ibtimes.co.in/bengalurus-st-josephs-college-students-outraged-over-offline-exams-protest-decision-details-829996
[1] https://twitter.com/i/web/status/1322050441769865216
[1] https://twitter.com/i/web/status/1318470402012815360
[1] https://twitter.com/i/web/status/1322051016414629890
[1] https://www.webenrol.com/learnharrow/Default.asp?page=list&cat=10&provider=&

Top URLs in Tweet in G10:
[11] https://www.visionjobs.in/jobseeker/skillregd.aspx
[8] https://www.skillshare.com/classes/Writing-Your-First-Novel-Part-2-The-Alphabet-Outline/1611270131?teacherRef=2969290&via=teacher-referral&utm_campaign=teacher-referral&utm_source=Twitter&utm_medium=teacher-referral
[6] https://visionjobs.in/
[4] https://verbit.ai/next-week-learn-from-leaders-at-cuny-and-university-of-oklahoma/?utm_content=144970799&utm_medium=social&utm_source=twitter&hss_channel=tw-873965933366300672
[3] https://jobs.mo.gov/coursera
[2] https://www.crowdcast.io/e/learning-through-doing?utm_source=twitter&utm_medium=sm&utm_campaign=webinar-sm
[1] https://trainingindustry.com/webinar/leadership/lessons-learned-how-to-achieve-amazing-results-with-online-soft-skills-training/
[1] https://trainingindustry.com/articles/remote-learning/7-steps-to-making-remote-learning-more-engaging/?utm_medium=social&utm_campaign=trainingindustry&utm_source=twitter
[1] https://twitter.com/i/web/status/1322222709900824576
[1] https://twitter.com/i/web/status/1321107562197061632

Top Domains
Top Domains in Tweet in Entire Graph:
[3897] twitter.com
[642] catlintucker.com
[406] iammarketingmedia.com
[352] youtube.com
[243] blogspot.com
[166] co.uk
[156] google.com
[146] thelanguagegarage.com
[116] medium.com
[110] matrixlms.com

Top Domains in Tweet in G1:
[1486] twitter.com
[75] tes.com
[65] youtube.com
[54] ziftsolutions.com
[48] co.uk
[46] google.com
[39] linkedin.com
[36] startup365.fr
[27] educatorstechnology.com
[25] instagram.com

Top Domains in Tweet in G2:
[609] catlintucker.com
[24] twitter.com
[6] paper.li
[5] google.com
[5] odem.io
[3] iffor.org
[3] parlayideas.com
[1] cultofpedagogy.com
[1] edutopia.org
[1] dreaminspireeducate.com

Top Domains in Tweet in G3:
[479] twitter.com
[206] blogspot.com
[109] matrixlms.com
[101] neolms.com
[94] medium.com
[60] edtechreview.in
[54] nypl.org
[53] youtube.com
[44] eschoolnews.com
[26] linksynergy.com

Top Domains in Tweet in G4:
[46] nigerianseminarsandtrainings.com
[42] twitter.com
[34] udemy.com
[25] youtube.com
[24] media4you.social
[2] lingoda.com
[1] e-student.org
[1] nordangliaeducation.com
[1] co.uk

Top Domains in Tweet in G5:
[15] twitter.com
[5] bccampus.ca
[4] techlearning.com
[3] spencerauthor.com
[3] co.uk
[3] pscp.tv
[2] catlintucker.com
[2] blogspot.com
[2] macleans.ca
[1] d2l.com

Top Domains in Tweet in G6:
[29] twitter.com
[13] ac.uk
[3] buffalo.edu
[2] co.uk
[2] catlintucker.com
[1] edtechexamined.com
[1] ft.com
[1] learningsolutionsmag.com
[1] medium.com
[1] eliterate.us

Top Domains in Tweet in G7:
[394] iammarketingmedia.com
[219] twitter.com
[78] johannesdrooghaag.com
[29] linkedin.com
[18] cyberalliances.org
[6] bdtechtalks.com
[5] nytimes.com
[5] edutopia.org
[4] skmsoftware.net
[3] 81ilde81siberkahraman.org

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[55] twitter.com
[6] linksredirect.com
[5] linkedin.com
[4] blogspot.com
[4] amazon.in
[3] zoom.us
[3] forms.gle
[2] chrp-india.com
[1] co.in
[1] webenrol.com

Top Domains in Tweet in G10:
[50] twitter.com
[17] visionjobs.in
[14] skillshare.com
[5] verbit.ai
[4] youtube.com
[3] mo.gov
[2] trainingindustry.com
[2] org.cn
[2] crowdcast.io
[1] techcrunch.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9177] onlinelearning
[1675] education
[1322] elearning
[1056] edtech
[959] learning
[595] edchat
[522] onlineclasses
[495] school
[491] remotelearning
[460] digitallearning



Top Hashtags in Tweet in G1:
[2696] onlinelearning
[406] education
[388] elearning
[286] learning
[202] edtech
[199] onlineclasses
[122] remotelearning
[107] byjus
[95] children
[93] edchat

Top Hashtags in Tweet in G2:
[223] edchat
[213] blendedlearning
[204] onlinelearning
[91] ukedchat
[90] edchateu
[90] africaed
[88] aussieed
[86] tosachat
[82] caedchat
[74] udl

Top Hashtags in Tweet in G3:
[1295] onlinelearning
[593] edtech
[570] elearning
[495] education
[230] python
[193] distancelearning
[168] learning
[129] edchat
[129] remotelearning
[115] programming

Top Hashtags in Tweet in G4:
[66] onlinelearning
[59] courses
[59] online
[55] leadership
[55] skills
[55] influence
[55] power
[43] udemy
[32] onlineclasses
[30] elearning

Top Hashtags in Tweet in G5:
[59] onlinelearning
[9] covid19
[8] edtech
[8] online
[7] otubed
[7] teaching
[6] elearning
[5] remotelearning
[4] lms
[4] highered

Top Hashtags in Tweet in G6:
[62] onlinelearning
[16] learning
[13] cavc
[13] international
[13] china
[7] beready
[5] edtech
[4] universities
[4] academicchatter
[3] covid19

Top Hashtags in Tweet in G7:
[397] onlinelearning
[324] education
[319] continuingeducation
[299] learning
[287] digitallearning
[284] school
[279] edutech
[279] highereducation
[279] lifelonglearning
[279] media

Top Hashtags in Tweet in G8:
[159] onlinelearning

Top Hashtags in Tweet in G9:
[107] onlinelearning
[50] elearning
[38] edutorapp
[38] makeadifference
[37] makingonlineeducationaccessible
[35] bethechangeworld
[25] miniups
[24] corona
[17] storyofeduwarrior
[12] world

Top Hashtags in Tweet in G10:
[73] onlinelearning
[24] education
[17] visionjobs
[16] elearning
[13] free
[12] visionindia
[10] howto
[9] skills
[9] online
[8] highered

Top Words
Top Words in Tweet in Entire Graph:
[9173] #onlinelearning
[3867] online
[3367] learning
[1876] more
[1675] #education
[1648] students
[1322] #elearning
[1270] learn
[1140] course
[1056] #edtech

Top Words in Tweet in G1:
[2695] #onlinelearning
[872] online
[696] learning
[406] #education
[392] students
[388] #elearning
[330] help
[306] more
[286] #learning
[273] learn

Top Words in Tweet in G2:
[952] catlin_tucker
[486] online
[469] learning
[358] strategies
[337] engagement
[301] discussions
[301] design
[298] missing
[298] vibrant
[298] class

Top Words in Tweet in G3:
[1295] #onlinelearning
[620] learning
[593] #edtech
[570] #elearning
[537] online
[495] #education
[261] learn
[230] #python
[201] eraser
[193] #distancelearning

Top Words in Tweet in G4:
[628] cyber
[628] security
[357] lingoda
[331] course
[317] automotive
[316] program
[314] protecting
[314] vehicular
[314] network
[314] ieee

Top Words in Tweet in G5:
[59] #onlinelearning
[44] #online
[43] one
[39] school
[39] sflecce
[39] students
[37] schools
[36] 2000
[36] waiting
[36] laptops

Top Words in Tweet in G6:
[165] neilmosley5
[132] online
[110] learning
[89] students
[62] #onlinelearning
[57] one
[45] more
[42] face
[39] time
[36] peer

Top Words in Tweet in G7:
[509] more
[469] read
[397] #onlinelearning
[324] #education
[319] #continuingeducation
[299] #learning
[287] #digitallearning
[284] #school
[279] #edutech
[279] #highereducation

Top Words in Tweet in G8:
[159] court
[159] won
[159] allow
[159] unvaccinated
[159] medically
[159] fragile
[159] children
[159] participate
[159] #onlinelearning
[159] pending

Top Words in Tweet in G9:
[107] #onlinelearning
[50] #elearning
[38] #edutorapp
[38] #makeadifference
[37] #makingonlineeducationaccessible
[35] #bethechangeworld
[30] learning
[30] use
[29] eduminofindia
[28] ncdex

Top Words in Tweet in G10:
[93] स
[88] क
[73] #onlinelearning
[46] free
[44] ड
[42] ल
[40] coursera
[33] months
[29] र
[28] access

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[729] online,learning
[642] cyber,security
[576] read,more
[325] engagement,online
[324] more,#continuingeducation
[321] course,program
[319] automotive,cyber
[319] security,protecting
[319] protecting,vehicular
[319] vehicular,network

Top Word Pairs in Tweet in G1:
[201] online,learning
[154] #elearning,#onlinelearning
[105] #onlinelearning,#learning
[96] #onlineclasses,#onlinelearning
[84] learning,#onlinelearning
[82] #learning,#education
[75] students,use
[72] self,directed
[72] directed,learning
[72] executive,functioning

Top Word Pairs in Tweet in G2:
[298] missing,vibrant
[298] vibrant,class
[298] class,discussions
[298] discussions,frustrated
[298] frustrated,lack
[298] lack,engagement
[298] engagement,online
[298] online,strategies
[297] strategies,preparing
[295] catlin_tucker,missing

Top Word Pairs in Tweet in G3:
[126] #onlinelearning,#education
[115] online,learning
[112] #edtech,#onlinelearning
[111] #education,#onlinelearning
[95] #onlinelearning,#employeetraining
[93] international,journal
[89] #elearning,#edtech
[87] #elearning,#education
[81] data,science
[81] #employeetraining,#edtech

Top Word Pairs in Tweet in G4:
[628] cyber,security
[316] course,program
[314] automotive,cyber
[314] security,protecting
[314] protecting,vehicular
[314] vehicular,network
[314] network,course
[314] program,ieee
[314] ieee,investigates
[314] investigates,cyber

Top Word Pairs in Tweet in G5:
[36] sflecce,schools
[36] schools,2000
[36] 2000,students
[36] students,waiting
[36] waiting,laptops
[36] laptops,doing
[36] doing,one
[36] one,assumes
[36] assumes,school
[36] school,cell

Top Word Pairs in Tweet in G6:
[33] online,learning
[23] learning,design
[23] during,pandemic
[22] one,best
[22] best,pieces
[22] pieces,online
[22] learning,ve
[22] ve,read
[22] read,during
[22] pandemic,great

Top Word Pairs in Tweet in G7:
[465] read,more
[319] more,#continuingeducation
[285] #continuingeducation,#digitallearning
[282] #digitallearning,#education
[279] #education,#edutech
[279] #edutech,#highereducation
[279] #highereducation,#learning
[279] #learning,#lifelonglearning
[279] #lifelonglearning,#media
[279] #media,#onlinelearning

Top Word Pairs in Tweet in G8:
[159] court,won
[159] won,allow
[159] allow,unvaccinated
[159] unvaccinated,medically
[159] medically,fragile
[159] fragile,children
[159] children,participate
[159] participate,#onlinelearning
[159] #onlinelearning,pending
[158] childrenshd,court

Top Word Pairs in Tweet in G9:
[41] #onlinelearning,#elearning
[38] #elearning,#makeadifference
[37] #makingonlineeducationaccessible,#edutorapp
[35] #edutorapp,#onlinelearning
[35] #makeadifference,#bethechangeworld
[24] eduminofindia,drrpnishank
[24] opt,#onlinelearning
[24] #onlinelearning,unless
[24] unless,vaccine
[24] vaccine,against

Top Word Pairs in Tweet in G10:
[33] free,months
[31] स,क
[29] क,ल
[25] completely,free
[22] स,टर
[19] ड,वलपम
[19] वलपम,ट
[19] ट,स
[18] ल,ड
[13] ड,ज

Top Replied-To
Top Replied-To in Entire Graph:
@digitaldistrib1
@cloudsa
@tbs_delhi
@teszelszky
@tgcampusin
@hogindia
@ericanlewedim
@basdnortheast
@udemy
@pp_rubens

Top Replied-To in G1:
@digitaldistrib1
@arenacbe123
@lancsem
@aagdcourses

Top Replied-To in G2:
@theresamonte

Top Replied-To in G3:
@basdnortheast
@ibm
@elearnindustry
@edutech_au
@michiganhhs
@techcrunch
@stanford
@downes
@nvidia

Top Replied-To in G5:
@lynnwebber18
@jdouglaslittle
@berylrcohen
@drkchilds
@remindhq
@bccampus
@fionaross15

Top Replied-To in G6:
@joey_lehrman
@cavcint
@jisc

Top Replied-To in G7:
@cloudsa
@vtfoundation

Top Replied-To in G9:
@hogindia
@homeguruji
@bepdigitale
@goonj
@amstar_india
@ziyyaralearning
@chrp_india
@mrmaheshraju
@cambridgeindia
@freshersworld

Top Replied-To in G10:
@udemy
@calllokesh31
@msdeskillindia

Top Mentioned
Top Mentioned in Entire Graph:
@catlin_tucker
@ieeexplore
@lingoda
@eraser
@neilmosley5
@childrenshd
@av_adh
@sektor7net
@drjdrooghaag
@nypl

Top Mentioned in G1:
@cognograph
@cjaz_consulting
@course_em
@estream_studios
@truenorthha
@sagewolfsong
@relnetworkltd
@hybridconsnance
@mytinydale

Top Mentioned in G2:
@catlin_tucker
@sdemichele
@iffor_org
@sdfrenchschool
@odem_io
@mitchcenter
@dajmeyer
@kcincotta
@theresamonte
@drgoldhardt

Top Mentioned in G3:
@eraser
@nypl
@etr_in
@tut_ml
@cmloiacono
@eschoolnews
@grahamstanley
@eduecosystem1
@nypltechconnect
@cx_middlesex

Top Mentioned in G4:
@ieeexplore
@lingoda
@nigerianseminar
@luhe_daniel
@naismanila
@lsdscuba
@bylilyv
@egyaanlearning
@plusgurukul

Top Mentioned in G5:
@sflecce
@cheridinovo
@bccampus
@jhengstler
@bonitaedu
@kayuoit
@mkbtuc
@noasbobs
@jdouglaslittle
@d2l

Top Mentioned in G6:
@neilmosley5
@leonardhoux
@cavcint
@studyucem
@egchristiansen
@krishans
@descriptapp
@edtechexamined
@geomechsteph
@jisc

Top Mentioned in G7:
@drjdrooghaag
@vtfoundation
@evankirstel
@global_edtech
@googlenews
@teach_interview
@fosi
@ucberkeley
@iam__network
@cerebrokids

Top Mentioned in G8:
@childrenshd

Top Mentioned in G9:
@eduminofindia
@drrpnishank
@negiprabha
@cambridgeindia
@aicte_india
@eraser
@teachmintapp
@khaleejmag
@lightspeedindia
@vdna

Top Mentioned in G10:
@coursera
@skillshare
@udemy
@msdeskillindia
@vedantu_learn
@simplilearn
@unacademy
@jobsmogov
@uofoklahoma
@ieuniversity

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@jurylady5
@threadreaderapp
@edinburghwatch
@ejlazar
@chidambara09
@cybersec_feeds
@canarioacosado
@roblwilson
@aaroncuddeback

Top Tweeters in G1:
@dev_discourse
@lenniejarratt
@estream_studios
@primesiteuk
@faiyaz569
@loksattalive
@nerd_junkie_
@queenofspain
@news18guj
@latestly

Top Tweeters in G2:
@nmharley2
@newsneus
@donnalburnell
@sable47552204
@elizawallace27
@techninjatodd
@justusnatuhwera
@itukela
@tastenspieler
@coolcatteacher

Top Tweeters in G3:
@jurylady5
@chidambara09
@canarioacosado
@aaroncuddeback
@codernotesbot
@xaelbot
@eraser
@codedailybot
@hollowmanseries
@calcaware

Top Tweeters in G4:
@5fec93919a544d3
@karlos_240
@pimmaiden
@aaronrutter9
@kcs39194
@kwame_agyei
@ecuadordon
@cristin57273685
@arjpascal
@gs_alisami_yen

Top Tweeters in G5:
@chuddles11
@meeksvs
@scooterissima
@npr
@theslimdude
@dianneathome
@johndotbastable
@uniquelygillian
@macleans
@jaydeewriting

Top Tweeters in G6:
@threadreaderapp
@bbcnews
@academicchatter
@jmhardinboston
@margymaclibrary
@markedeschaine
@tweetinchar
@feweek
@haviau
@catspyjamasnz

Top Tweeters in G7:
@sectest9
@cybersec_feeds
@evankirstel
@iam__network
@cybersecurityn8
@johnapp63499667
@llnuxbot
@ssxman2
@vivmilano
@nomoreslaves

Top Tweeters in G8:
@twitlertwit
@drdaveanddee
@positivelyjoan
@sandoly
@815wrldtrvlr
@truthspeaksts
@bulldog665
@white_arrow_uk
@nanamaryto8
@corsiar9

Top Tweeters in G9:
@researchmrx
@ibtimes
@cnbctv18news
@ibtimes_india
@aroraboylucky
@arunyadav0007
@bwbusinessworld
@microsoftindia
@usaid
@drrpnishank

Top Tweeters in G10:
@animatorspal
@jobsmogov
@_dotnetbot_
@simonturkas
@ficci_india
@woroud
@followcii
@hindustanuni
@thekhabarilaal
@adobe