onlinelearning, Twitter, 11/12/2020 1:14:20 PM, 240226


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onlinelearning_2020-11-12_01-25-41.xlsx
onlinelearning_2020-11-12_01-25-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 12, 2020
Short Description:
onlinelearning via NodeXL https://bit.ly/2IwHore
@catlin_tucker
@scalarhumanity
@distancelrnbot
@markj_ohnson
@eraser
@lingoda
@fmfrancoise
@jc_james_clark
@reutsmichael1
@neilmosley5

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

Description:
Description
The graph represents a network of 11,676 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, 12 November 2020 at 10:14 UTC.

The requested start date was Thursday, 12 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 17-day, 14-hour, 55-minute period from Sunday, 25 October 2020 at 10:05 UTC to Thursday, 12 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 : 11676
Unique Edges : 6514
Edges With Duplicates : 22380
Total Edges : 28894
Number of Edge Types : 5
Tweet : 8621
Mentions : 3655
Retweet : 7448
MentionsInRetweet : 8915
Replies to : 255
Self-Loops : 8825
Reciprocated Vertex Pair Ratio : 0.0369773299748111
Reciprocated Edge Ratio : 0.071317528177225
Connected Components : 3775
Single-Vertex Connected Components : 2422
Maximum Vertices in a Connected Component : 4290
Maximum Edges in a Connected Component : 15266
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.167966
Graph Density : 7.55003216759722E-05
Modularity : 0.396101
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 11,676 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, 12 November 2020 at 10:14 UTC.

The requested start date was Thursday, 12 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 17-day, 14-hour, 55-minute period from Sunday, 25 October 2020 at 10:05 UTC to Thursday, 12 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:
[226] https://catlintucker.com/2020/10/choose-your-own-adventure/
[116] https://catlintucker.com/2020/04/personalizing-feedback-online/
[96] https://catlintucker.com/2020/10/concurrent-classroom-with-station-rotation-model/
[89] https://johannesdrooghaag.com/
[49] https://catlintucker.com/2020/09/udl-blended-learning-representation/
[41] https://catlintucker.com/2020/09/udl-blended-learning-engagement/
[39] http://people.uis.edu/rschr1/onlinelearning/
[25] https://nigerianseminarsandtrainings.com/
[24] http://paper.li/e-1546484200
[23] https://blog.education-ecosystem.com/why-you-should-learn-python-for-data-science/

Top URLs in Tweet in G1:
[39] http://people.uis.edu/rschr1/onlinelearning/
[17] https://www.tes.com/teaching-resource/180-perfect-plenaries-vcop-and-icebreaker-circle-time-activities-12284876
[17] https://www.tes.com/teaching-resources/shop/Jonfkirk
[14] https://www.tes.com/teaching-resource/florence-nightingale-mystery-codebreaker-12289972
[14] 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://indianexpress.com/article/education/state-reverses-ban-on-online-learning-for-pre-primary-to-class-ii-6520756/
[13] https://mainlyspeaking.com/
[12] https://www.tutordoctor.co.uk/blog/2020/october/learn-at-home-the-best-educational-websites-for-/
[12] https://www.tes.com/teaching-resource/60-perfect-plenaries-ks2-3-4-12284187
[12] https://www.tes.com/teaching-resource/the-famous-pirate-game-murder-mystery-codebreaker-ks2-12285408

Top URLs in Tweet in G2:
[220] https://catlintucker.com/2020/10/choose-your-own-adventure/
[108] https://catlintucker.com/2020/04/personalizing-feedback-online/
[90] https://catlintucker.com/2020/10/concurrent-classroom-with-station-rotation-model/
[45] https://catlintucker.com/2020/09/udl-blended-learning-representation/
[38] https://catlintucker.com/2020/09/udl-blended-learning-engagement/
[10] https://catlintucker.com/2020/08/video-conferencing-establishing-routines-online/
[3] https://catlintucker.com/2020/03/3-ways-to-use-video-conferencing/
[3] https://catlintucker.com/2020/11/buildi
[3] https://iffor.org/online-learning/
[2] https://catlintucker.com/2020/09/online-learning-thinking-routines/

Top URLs in Tweet in G3:
[22] 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
[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://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
[18] https://e-learning-teleformacion.blogspot.com/2020/11/transicion-de-la-educacion-convencional.html
[18] http://www.startup365.fr/entrepreneur-courses/
[15] https://e-learning-teleformacion.blogspot.com/2020/10/vol-15-no-20-2020-international-journal.html
[14] https://medium.com/%C3%B1am-educkacci%C3%B3n-en-red/the-5-big-mistakes-in-virtual-education-d99736f2f09f?source=friends_link&sk=3845cb408bf9308dfb02b3fa45bf2a55
[14] https://digitaltwin.asme.org/home?utm_source=3dprint&utm_medium=social&utm_campaign=10_20_digital_twin&utm_content=post
[13] https://e-learning-teleformacion.blogspot.com/2020/10/vol-16-no-12-2020-international-journal.html
[12] https://e-learning-teleformacion.blogspot.com/2020/10/factores-que-favorecen-la-presencia.html

Top URLs in Tweet in G4:
[25] https://nigerianseminarsandtrainings.com/
[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
[1] https://blog.lingoda.com/en/how-to-learn-language-at-home/?utm_source=twitter&utm_medium=social&utm_campaign=[en-en[all]]_brand-2020-11[how-to-learn-language-at-home/]
[1] https://www.nigerianseminarsandtrainings.com/

Top URLs in Tweet in G5:
[22] https://blog.education-ecosystem.com/why-you-should-learn-python-for-data-science/
[13] https://click.linksynergy.com/fs-bin/click?id=Nn*mbVFU85E&offerid=323058.7132&type=3&subid=0
[13] https://www.youtube.com/c/StatinferAnalytics/playlists
[10] https://www.gotraininglive.com/
[9] https://www.youtube.com/watch?v=tZoPpJXXNCM&feature=youtu.be

[9] https://elpythonista.com/python
[9] https://towardsdatascience.com/21-amazing-youtube-channels-for-you-to-learn-ai-machine-learning-and-data-science-for-free-486c1b41b92a?source=rss-------8-----------------artificial_intelligence&utm_source=dlvr.it&utm_medium=twitter
[7] https://www.freecodecamp.org/news/learn-deep-learning-from-the-president-of-kaggle/amp/?__twitter_impression=true
[6] https://lrnkey.com/
[6] https://click.linksynergy.com/deeplink?id=Nn*mbVFU85E&mid=39197&murl=https://www.udemy.com/course/complete-python-bootcamp/

Top URLs in Tweet in G6:
[13] https://www.eventbrite.com/e/educator-mental-health-and-burnout-tickets-127578014275
[7] https://buff.ly/34Nidta
[6] https://www.edutopia.org/article/7-high-impact-evidence-based-tips-online-teaching
[6] https://www.eschoolnews.com/2020/10/27/strategies-for-teaching-sel-skills-during-virtual-learning/?utm_content=bufferecc6f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] http://www.quizmantra.com/2020/10/grade-2-english-grammar-online.html
[5] https://www.learningscientists.org/blog/2020/10/22/digest-148?utm_campaign=Thought
[5] Leadership&utm_content=143846437&utm_medium=social&utm_source=twitter&hss_channel=tw-34668858
[4] https://gamestorming.com/empathy-mapping/
[4] https://www.eschoolnews.com/2020/11/03/running-an-esports-program-in-a-remote-learning-model/?utm_content=buffer73872&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.eschoolnews.com/2020/11/09/integrating-sel-in-hybrid-classrooms/?utm_content=buffer54cb6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[5] https://inspiringlearning.jiscinvolve.org/wp/2020/11/webcams-on-or-off/
[2] https://www.ft.com/content/87077445-6a1c-4283-bc81-8077af211a12
[2] https://catlintucker.com/2020/04/personalizing-feedback-online/
[2] https://www.cultofpedagogy.com/9-ways-online-teaching/
[2] https://convention2.allacademic.com/one/aect/aect20/
[1] https://twitter.com/i/web/status/1326664512016162817
[1] https://er.educause.edu/blogs/2019/8/a-snapshot-of-instructional-design-talking-points-for-a-field-in-transition
[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/1320621324117618688
[1] https://twitter.com/i/web/status/1320983622460022784

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

Top URLs in Tweet in G9:
[12] https://www.thelearningapps.com/discounted-educational-apps-for-kids/
[8] https://mentee.co.in
[7] https://blog.iammarketingmedia.com/immersive-vr-experience-to-launch-in-some-asu-courses-as-early-as-next-year/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[7] https://blog.iammarketingmedia.com/texas-schools-taxed-by-technology-needs-of-virtual-students/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[6] https://blog.iammarketingmedia.com/microsoft-malaysia-every-student-has-a-chance-with-the-right-tech/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[6] https://blog.iammarketingmedia.com/woot-math-absorbed-by-boston-educational-nonprofit/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[6] https://blog.iammarketingmedia.com/here-are-the-arizona-legislators-who-earned-2020-pro-tech-awards-az-big-media/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[6] https://blog.iammarketingmedia.com/no-change-in-school-schedule-at-vvs-as-staffer-tests-positive/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[6] https://softwaredevelopersindia.com/blogs/online-education-will-change-future/
[5] https://blog.iammarketingmedia.com/woub-learning-lab-offers-virtual-family-learning-stem-workshops/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter

Top URLs in Tweet in G10:
[4] https://buff.ly/2GcQZTl
[3] https://www.dnaindia.com/education/report-nep-2020-centre-aims-to-bring-iits-iims-under-online-learning-seeks-inputs-from-ugc-aicte-2837375
[3] https://buff.ly/3ee2lDo
[2] https://www.canadalearningcode.ca/experiences/canada-learning-code-headquarters-teachers-learning-code-brightspace-for-educators/
[2] https://www.newindianexpress.com/nation/2020/jul/23/private-schools-stop-online-classes-after-gujarat-governments-no-fee-order-2173716.html
[2] https://www.thehindu.com/news/national/indians-fear-pandemic-will-deepen-inequalities-among-students-survey/article32339300.ece
[2] https://yourstory.com/2020/08/toppr-vedantu-campk12-edtech-startups-coding-kids-nep
[2] https://buff.ly/323kL4V
[1] https://twitter.com/i/web/status/1326601013734875141
[1] https://www.understood.org/en/school-learning/for-educators/universal-design-for-learning/video-distance-learning-udl-best-practices?_ul=1*1i4amle*domain_userid*YW1wLUdyb3BxR255X2ZWb3p1MHIzTTJjSGc

Top Domains
Top Domains in Tweet in Entire Graph:
[3017] twitter.com
[563] catlintucker.com
[419] iammarketingmedia.com
[344] youtube.com
[240] blogspot.com
[198] co.uk
[187] thelanguagegarage.com
[165] bit.ly
[157] google.com
[124] medium.com

Top Domains in Tweet in G1:
[1114] twitter.com
[88] tes.com
[85] youtube.com
[78] co.uk
[78] uis.edu
[76] thelanguagegarage.com
[53] ziftsolutions.com
[46] bit.ly
[45] google.com
[41] linkedin.com

Top Domains in Tweet in G2:
[528] catlintucker.com
[16] twitter.com
[3] google.com
[3] iffor.org
[1] edutopia.org
[1] facultyfocus.com
[1] buff.ly
[1] microsofters.com
[1] wordpress.com
[1] pscp.tv

Top Domains in Tweet in G3:
[297] twitter.com
[200] blogspot.com
[116] matrixlms.com
[110] neolms.com
[101] medium.com
[62] edtechreview.in
[39] startup365.fr
[29] udemy.com
[26] edureka.co
[24] k12prospects.com

Top Domains in Tweet in G4:
[26] nigerianseminarsandtrainings.com
[2] lingoda.com
[1] twitter.com

Top Domains in Tweet in G5:
[71] nypl.org
[66] twitter.com
[32] youtube.com
[31] google.com
[31] education-ecosystem.com
[22] linksynergy.com
[16] elpythonista.com
[16] edureka.co
[15] webnersolutions.com
[10] co.uk

Top Domains in Tweet in G6:
[58] twitter.com
[31] eschoolnews.com
[19] buff.ly
[16] ecampusnews.com
[14] quizmantra.com
[13] edutopia.org
[13] bit.ly
[13] eventbrite.com
[12] echo360.com
[9] onlinelearningconsortium.org

Top Domains in Tweet in G7:
[20] twitter.com
[5] jiscinvolve.org
[5] catlintucker.com
[3] educause.edu
[3] allacademic.com
[2] ft.com
[2] edsurge.com
[2] google.com
[2] cultofpedagogy.com
[1] learningsolutionsmag.com

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

Top Domains in Tweet in G9:
[414] iammarketingmedia.com
[162] twitter.com
[15] thelearningapps.com
[9] co.in
[7] neolms.com
[6] bit.ly
[6] facebook.com
[6] softwaredevelopersindia.com
[5] futureof.school
[5] yorkregion.com

Top Domains in Tweet in G10:
[13] twitter.com
[10] buff.ly
[3] dnaindia.com
[2] canadalearningcode.ca
[2] bccampus.ca
[2] newindianexpress.com
[2] thehindu.com
[2] yourstory.com
[2] macleans.ca
[1] understood.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10081] onlinelearning
[1919] education
[1449] elearning
[1217] edtech
[1111] learning
[621] edchat
[582] remotelearning
[570] school
[540] distancelearning
[540] onlineclasses



Top Hashtags in Tweet in G1:
[2988] onlinelearning
[415] education
[370] elearning
[290] learning
[213] edtech
[191] onlineclasses
[134] remotelearning
[124] covid19
[114] byjus
[112] edchat

Top Hashtags in Tweet in G2:
[267] blendedlearning
[229] edchat
[224] onlinelearning
[108] feedback
[93] tosachat
[90] ukedchat
[89] edchateu
[89] africaed
[88] aussieed
[85] udl

Top Hashtags in Tweet in G3:
[1112] onlinelearning
[653] edtech
[629] elearning
[449] education
[224] distancelearning
[173] learning
[141] mlearning
[134] remotelearning
[130] edchat
[120] online

Top Hashtags in Tweet in G4:
[77] onlinelearning
[75] languages
[49] german
[1] languagelearning
[1] feellikeachampion
[1] stayhome
[1] automotive
[1] cyber
[1] security
[1] course

Top Hashtags in Tweet in G5:
[379] onlinelearning
[174] python
[118] programming
[93] coding
[87] 100daysofcode
[84] datascience
[62] digitalresources
[52] javascript
[51] computerliteracy
[49] artificialintelligence

Top Hashtags in Tweet in G6:
[311] onlinelearning
[104] highered
[68] k12
[65] olcaccelerate
[60] edtech
[52] edchat
[52] remotelearning
[31] hybridlearning
[29] education
[22] distancelearning

Top Hashtags in Tweet in G7:
[71] onlinelearning
[15] learning
[13] cavc
[13] international
[13] china
[11] aect20
[8] artificialintelligence
[6] openaccess
[6] blendedlearning
[4] highered

Top Hashtags in Tweet in G8:
[160] onlinelearning

Top Hashtags in Tweet in G9:
[578] onlinelearning
[507] education
[382] learning
[377] continuingeducation
[363] school
[351] digitallearning
[346] edutech
[342] highereducation
[341] lifelonglearning
[341] media

Top Hashtags in Tweet in G10:
[59] onlinelearning
[13] edtech
[9] byjus
[8] otubed
[5] remotelearning
[4] stem
[4] education
[3] olcaccelerate
[3] olcvirtual
[3] highered

Top Words
Top Words in Tweet in Entire Graph:
[10061] #onlinelearning
[4192] online
[3821] learning
[1990] more
[1915] #education
[1724] ãƒ
[1542] students
[1445] #elearning
[1334] learn
[1208] #edtech

Top Words in Tweet in G1:
[2982] #onlinelearning
[963] online
[688] learning
[415] #education
[394] students
[386] more
[370] #elearning
[336] help
[317] learn
[290] #learning

Top Words in Tweet in G2:
[967] catlin_tucker
[740] learning
[612] online
[476] class
[420] strategies
[350] engagement
[314] discussions
[311] missing
[311] vibrant
[311] frustrated

Top Words in Tweet in G3:
[1112] #onlinelearning
[651] #edtech
[626] #elearning
[497] learning
[448] #education
[327] online
[224] #distancelearning
[209] eraser
[173] #learning
[141] #mlearning

Top Words in Tweet in G4:
[284] lingoda
[214] cyber
[214] security
[135] language
[128] course
[126] german
[108] automotive
[107] protecting
[107] vehicular
[107] network

Top Words in Tweet in G5:
[375] #onlinelearning
[198] learn
[178] online
[174] #python
[127] learning
[118] #programming
[111] free
[87] #100daysofcode
[84] #datascience
[78] #coding

Top Words in Tweet in G6:
[311] #onlinelearning
[169] learning
[142] online
[104] #highered
[69] students
[68] #k12
[65] #olcaccelerate
[59] #edtech
[52] #edchat
[52] #remotelearning

Top Words in Tweet in G7:
[147] neilmosley5
[134] learning
[123] online
[71] #onlinelearning
[62] students
[61] one
[48] time
[39] great
[36] peer
[34] stuff

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

Top Words in Tweet in G9:
[578] #onlinelearning
[524] more
[506] #education
[489] read
[382] #learning
[376] #continuingeducation
[363] #school
[350] #digitallearning
[346] #edutech
[342] #highereducation

Top Words in Tweet in G10:
[59] #onlinelearning
[25] online
[21] learning
[17] learn
[16] more
[16] bccampus
[15] education
[13] #edtech
[9] studio20
[9] #byjus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1348] ãƒ,ãƒ
[790] online,learning
[577] read,more
[376] more,#continuingeducation
[364] #onlinelearning,#school
[348] #continuingeducation,#digitallearning
[347] #digitallearning,#education
[342] #education,#edutech
[342] #edutech,#highereducation
[342] #highereducation,#learning

Top Word Pairs in Tweet in G1:
[216] online,learning
[182] #elearning,#onlinelearning
[103] #onlinelearning,#learning
[84] #edchat,#art
[84] #art,#teachergram
[84] #teachergram,#englishteacher
[79] learning,#onlinelearning
[79] #learning,#education
[76] #onlineclasses,#onlinelearning
[75] #onlinelearning,#remotelearning

Top Word Pairs in Tweet in G2:
[311] missing,vibrant
[311] vibrant,class
[311] class,discussions
[311] discussions,frustrated
[311] frustrated,lack
[311] lack,engagement
[311] engagement,online
[311] online,strategies
[310] strategies,preparing
[308] catlin_tucker,missing

Top Word Pairs in Tweet in G3:
[139] #onlinelearning,#education
[114] #edtech,#onlinelearning
[105] #onlinelearning,#employeetraining
[100] #elearning,#edtech
[93] #employeetraining,#edtech
[93] #education,#onlinelearning
[91] #elearning,#mlearning
[84] #onlinelearning,#learning
[82] #edtech,#adultlearners
[80] online,learning

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

Top Word Pairs in Tweet in G5:
[61] data,science
[60] #onlinelearning,#digitalresources
[42] #datascience,#artificialintelligence
[42] #artificialintelligence,#100daysofcode
[42] #100daysofcode,#bigdata
[42] #bigdata,#dataviz
[42] #dataviz,#python
[31] #libraryresources,#computerliteracy
[30] virtual,class
[29] machine,learning

Top Word Pairs in Tweet in G6:
[56] online,learning
[40] #highered,#onlinelearning
[25] mental,health
[22] #onlinelearning,#k12
[22] #onlinelearning,#remotelearning
[18] tuesday,november
[17] #edchat,#onlinelearning
[17] #rt,eschoolnews
[17] #onlinelearning,#hybridlearning
[15] learning,#onlinelearning

Top Word Pairs in Tweet in G7:
[46] online,learning
[25] iâ,ve
[24] one,best
[24] best,pieces
[24] pieces,online
[24] ve,read
[24] read,during
[24] during,pandemic
[24] pandemic,great
[24] great,stuff

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

Top Word Pairs in Tweet in G9:
[483] read,more
[376] more,#continuingeducation
[347] #continuingeducation,#digitallearning
[345] #digitallearning,#education
[341] #education,#edutech
[341] #edutech,#highereducation
[341] #highereducation,#learning
[341] #learning,#lifelonglearning
[341] #lifelonglearning,#media
[341] #media,#onlinelearning

Top Word Pairs in Tweet in G10:
[13] online,learning
[7] #edtech,#onlinelearning
[7] #onlinelearning,#otubed
[7] mkbtuc,noasbobs
[5] re,beyond
[5] beyond,excited
[5] excited,drawing_change
[5] drawing_change,studio20
[5] studio20,year
[5] year,one

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@tgcampusin
@reuters
@tbs_delhi
@arenacbe123
@teszelszky
@skynews
@etmasterclass
@hogindia
@ericanlewedim

Top Replied-To in G1:
@arenacbe123
@lancsem
@aagdcourses
@aaofgd
@igkschool
@plagiarismx
@id_academy_uk
@targetpoint7

Top Replied-To in G2:
@johnnie_jiao
@crushschool1
@theresamonte

Top Replied-To in G3:
@txm1971
@basdnortheast
@coursera
@michiganhhs
@edutech_au
@michelleramjoh1
@vasha_maharajj
@kervellel
@faithdouglas38
@marc44015651

Top Replied-To in G5:
@ibm
@koneruf

Top Replied-To in G6:
@karenraycosta
@remikalir
@txellllorach
@bali_maha

Top Replied-To in G7:
@cavcint
@leonardhoux
@drjsimonrofe
@joey_lehrman

Top Replied-To in G9:
@parents4support
@saifulambar
@501awani
@unifi
@techcrunch
@onlinelearning

Top Replied-To in G10:
@lynnwebber18
@drkchilds
@jdouglaslittle
@berylrcohen
@bccampus

Top Mentioned
Top Mentioned in Entire Graph:
@catlin_tucker
@lingoda
@eraser
@neilmosley5
@childrenshd
@ieeexplore
@nypl
@drjdrooghaag
@iste
@unrealenginejp

Top Mentioned in G1:
@cjaz_consulting
@course_em
@igkschool
@bob_chaktty
@language_scoop
@guidecalculator
@estream_studios
@sagewolfsong
@relnetworkltd

Top Mentioned in G2:
@catlin_tucker
@leearaoz
@kate_msu
@iffor_org
@jenwomble
@sdfrenchschool
@dajmeyer
@kcincotta
@theresamonte
@blairstamper

Top Mentioned in G3:
@eraser
@etr_in
@grahamstanley
@coursera
@global_edtech
@tuteeducation
@catlin_tucker
@neolms
@distancelrnbot
@k12prospects

Top Mentioned in G4:
@lingoda
@ieeexplore
@nigerianseminar

Top Mentioned in G5:
@nypl
@tut_ml
@epythonista
@cmloiacono
@eduecosystem1
@nypltechconnect
@nycfuture
@nycgov
@cx_middlesex
@blogging_tools_

Top Mentioned in G6:
@karenraycosta
@eschoolnews
@ncvps
@olctoday
@froehlichm
@_valeriei
@agilistaag
@edsby
@joykirr
@rdene915

Top Mentioned in G7:
@neilmosley5
@leonardhoux
@cavcint
@futurelearn
@aect
@catlin_tucker
@andre_spicer
@unbundledhe
@burck
@scotthibberson

Top Mentioned in G8:
@childrenshd

Top Mentioned in G9:
@parents4support
@iam__network
@tillieelvrum
@futureof_school
@choicemediatv
@j_desautels
@googleforedu
@websteru
@educationmentee
@neolms

Top Mentioned in G10:
@bccampus
@bonitaedu
@mkbtuc
@noasbobs
@jdouglaslittle
@the_dramamama
@cassanoral
@jhengstler
@ot_fed
@tlmarkides

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@gocoo_59
@gocoo
@jurylady5
@threadreaderapp
@edinburghwatch
@ejlazar
@chidambara09
@cybersec_feeds
@serioustom1

Top Tweeters in G1:
@dev_discourse
@lenniejarratt
@estream_studios
@primesiteuk
@loksattalive
@fmtoday
@peninsulaqatar
@nerd_junkie_
@news18guj
@queenofspain

Top Tweeters in G2:
@nmharley2
@wagjuer
@newsneus
@donnalburnell
@elizawallace27
@justusnatuhwera
@lightifyco1
@edchateu
@grammasheri
@tastenspieler

Top Tweeters in G3:
@jurylady5
@chidambara09
@canarioacosado
@ottlegalrebels
@eraser
@hurriyet
@juandoming
@washingtonpost
@danzadanceorg
@bar_zie

Top Tweeters in G4:
@5fec93919a544d3
@soupa_sewedo
@br020201
@lagrosta
@amuraovonn
@aaronrutter9
@kwame_agyei
@crousillamespul
@arjpascal
@victoria_victo3

Top Tweeters in G5:
@aaroncuddeback
@femtech_
@digestwordpress
@codernotesbot
@xaelbot
@codedailybot
@gedespi
@calcaware
@codegnuts
@llnuxbot

Top Tweeters in G6:
@globeandmail
@nancyrubin
@docfreeride
@iamdrwill
@rdene915
@donnalanclos
@shellterrell
@joykirr
@hlc_education
@whimsikal

Top Tweeters in G7:
@threadreaderapp
@ft
@jmhardinboston
@markedeschaine
@tweetinchar
@catspyjamasnz
@johngpettus
@abhibisht89
@clairewynn
@rkphotographic

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

Top Tweeters in G9:
@iam__network
@helpmeunifi
@wsj
@501awani
@azcentral
@mrtallerjerry
@techcrunch
@saltedbayonet
@mssackstein
@pandoramusic

Top Tweeters in G10:
@npr
@uniquelygillian
@hrw
@jdouglaslittle
@istimrar
@texastribune
@cathyfarrow1
@jhengstler
@ottawadaddy
@bcgovnews