onlinelearning, Twitter, 8/1/2020 10:38:28 AM, 231558


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onlinelearning_2020-07-31_21-11-44.xlsx
onlinelearning_2020-07-31_21-11-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 01, 2020
Short Description:
onlinelearning via NodeXL https://bit.ly/3i9b1f5
@catlin_tucker
@distancelrnbot
@youtube
@lingoda
@athigah
@ffbteachers
@scalarhumanity
@developersbot
@markj_ohnson
@drrpnishank

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

Description:
Description
The graph represents a network of 13,613 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, 01 August 2020 at 04:48 UTC.

The requested start date was Saturday, 01 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 11-day, 3-hour, 48-minute period from Monday, 20 July 2020 at 08:27 UTC to Friday, 31 July 2020 at 12:16 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 : 13613
Unique Edges : 7442
Edges With Duplicates : 23870
Total Edges : 31312
Number of Edge Types : 5
Tweet : 7335
Mentions : 3128
Retweet : 9184
MentionsInRetweet : 11328
Replies to : 337
Self-Loops : 7523
Reciprocated Vertex Pair Ratio : 0.0216470588235294
Reciprocated Edge Ratio : 0.0423767848917549
Connected Components : 3686
Single-Vertex Connected Components : 2301
Maximum Vertices in a Connected Component : 5882
Maximum Edges in a Connected Component : 17323
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 6.594308
Graph Density : 7.02967567928005E-05
Modularity : 0.451626
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 13,613 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, 01 August 2020 at 04:48 UTC.

The requested start date was Saturday, 01 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 11-day, 3-hour, 48-minute period from Monday, 20 July 2020 at 08:27 UTC to Friday, 31 July 2020 at 12:16 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:
[1126] https://catlintucker.com/2020/07/flipped-learning-flow-for-blended-or-online/
[105] https://www.unrealengine.com/ja/onlinelearning-courses
[54] https://www.fiverr.com/166249172?gig_id=166249172&utm_campaign=base_gig_show_share&utm_content=&utm_medium=shared&utm_source=mobile&utm_term=
[33] https://www.amanyadesigncourses.com/
[24] https://dlabhacks.com/
[24] http://people.uis.edu/rschr1/onlinelearning/
[20] https://bbnbusinessnetwork.co.za/find-meetings/details/2020-08-05/28-bbn-masterclass
[20] https://www.cita.ie/cita-skillnet/
[20] https://etatwir.com/
[19] https://www.edureka.co/?utm_source=ZillionLife&utm_medium=201901&utm_campaign=Zillion_Ed

Top URLs in Tweet in G1:
[24] http://people.uis.edu/rschr1/onlinelearning/
[20] https://bbnbusinessnetwork.co.za/find-meetings/details/2020-08-05/28-bbn-masterclass
[12] https://www.kalvie.com
[10] http://voticket.chat/ticket
[10] http://www.startup365.fr/entrepreneur-courses/
[8] https://timesofindia.indiatimes.com/pcpaathshala/students/students-articles/digital-tools-to-enhance-the-e-learning-experience/intelshow/76664628.cms
[7] https://www.certification-questions.com/#cq-dumps
[7] http://www.startup365.fr/a-young-entrepreneurs-guide-to-start-and-grow-a-business/
[6] https://www.kalvie.com/
[5] https://www.tagalog4kidz.com/

Top URLs in Tweet in G2:
[1067] https://catlintucker.com/2020/07/flipped-learning-flow-for-blended-or-online/
[7] https://catlintucker.com/2020/07/8-ideas-designed-to-engage-students-online/
[4] https://catlintucker.com/2020/05/building-blocks-of-an-online-lesson/
[3] http://toytheater.com/magnets/
[3] https://teachonline.ca/sites/default/files/pdfs/the_10_fundamentals_of_teaching_online_for_faculty_and_instructors_-_september_2016.pdf
[2] https://teachlikeachampion.com/blog/darryl-williams-framework-for-online-lessons/
[2] https://wakelet.com/wake/0d7c0b18-d2ae-49af-be40-f178f5dd93c9
[1] https://catlintucker.com/2020/03/designing-an-online-lesson/
[1] https://www.cultofpedagogy.com/9-ways-online-teaching/
[1] https://twitter.com/i/web/status/1286811579854385152

Top URLs in Tweet in G3:
[4] https://www.arpanelearn.com/
[3] https://cbhconsulting.in
[3] https://cbhconsulting.net
[2] https://myperfectice.com/e-proctor
[1] https://twitter.com/i/web/status/1285450217756622848
[1] https://twitter.com/i/web/status/1285824880353525761
[1] http://www.fiverr.com/158982038?utm_campaign=gigs_show&utm_medium=shared&utm_source=copy_link&utm_term=8xZmkE
[1] http://b.tech/
[1] https://www.youtube.com/watch?v=j3bHNGEbBhg&feature=youtu.be

[1] https://progate.com/lessons/python/study/1

Top URLs in Tweet in G4:
[17] https://catlintucker.com/2020/07/flipped-learning-flow-for-blended-or-online/
[16] http://pinnaclecharterschools.com/
[7] https://www.festeredu.com/online-pd
[5] https://www.gettingsmart.com/2020/07/the-12-shifts-for-student-centered-hybrid-environments/?utm_campaign=coschedule&utm_source=twitter&utm_medium=Getting_Smart&utm_content=The
[5] 12
[5] Shifts
[5] for
[5] Student-Centered
[5] Hybrid
[5] Environments

Top URLs in Tweet in G5:
[13] https://www.learntinue.ai/
[13] https://web.cvent.com/event/6ef5671f-dff5-4263-a774-3da15dab58c8/websitePage:d96aee74-d6aa-4c93-8bcb-048abaf2c09e
[12] https://www.youtube.com/watch?v=j3bHNGEbBhg&feature=youtu.be

[10] https://progate.com/lessons/python/study/1
[10] http://question.no
[9] https://qvault.io/basic-intro-to-coding/
[8] https://www.udemy.com/course/network-ethical-hacking/?couponCode=0ED831BB125652ACE18D
[6] https://www.youtube.com/watch?v=aPzVZzs3jIs&feature=youtu.be

[5] https://digiterati.zohoshowtime.com/sessions/excel-class-7720758857
[5] https://www.stemworld.net/stemcamps.htm

Top URLs in Tweet in G6:
[17] https://www.edureka.co/?utm_source=ZillionLife&utm_medium=201901&utm_campaign=Zillion_Ed
[9] https://e-learning-teleformacion.blogspot.com/2019/11/what-is-education-5-big-mistakes-in.html
[9] https://www.edureka.co/?utm_source=ZillionLife&utm_medium=171988&utm_campaign=Zillion_Ed
[9] https://inc42.com/playbooks/indias-edtech-moment/learning-landscape-the-periodic-table-of-indias-edtech-startups/
[8] https://www.datasciencecentral.com/profiles/blogs/the-influence-of-ai-and-ml-on-online-education
[7] https://www.edureka.co/blog/data-science-applications/?utm_campaign=DSApplications-Blog-29thApril&utm_content=127904012&utm_medium=social&utm_source=twitter&hss_channel=tw-523340980
[7] https://inc42.com/features/indias-edtech-boom-a-tale-of-digitisation-engagement-and-covid-19/
[7] https://catlintucker.com/2020/07/flipped-learning-flow-for-blended-or-online/
[7] https://www.lynda.com/
[6] https://www.edureka.co/blog/artificial-intelligence-tutorial/?utm_campaign=AI-Blog-1stMay&utm_content=128263238&utm_medium=social&utm_source=twitter&hss_channel=tw-523340980

Top URLs in Tweet in G7:
[2] http://chobe.org.uk/engaging-online-learning-webinar-21-july-2020-1400-1530/
[1] https://nosa.co.za/
[1] https://nosa.co.za/e-learning/
[1] https://twitter.com/i/web/status/1288469631318003712
[1] https://twitter.com/i/web/status/1288859434647683079
[1] https://blog.lingoda.com/en/tips-tricks-to-learn-german-articles-der-die-das?utm_source=twitter&utm_medium=social&utm_campaign=[en-en[german]]_blog-2020-07_educational-de[tips-tricks-to-learn-german-articles-der-die-das]
[1] https://twitter.com/i/web/status/1287744796900184066
[1] https://twitter.com/i/web/status/1288416861483302914
[1] https://twitter.com/i/web/status/1287652109442318336
[1] https://www.ucem.ac.uk/study-with-ucem/undergraduate/bsc-hons-construction-management/

Top URLs in Tweet in G8:
[14] https://www.lapizdigital.com/elearning-solutions/
[10] https://www.iste.org/explore/learning-during-covid-19-1
[7] https://www.iste.org/explore/learning-during-covid-19
[7] https://catlintucker.com/2020/07/flipped-learning-flow-for-blended-or-online/
[6] https://www.iste.org/explore/classroom
[5] https://www.iste.org/explore/learning-during-covid-19/4-tips-teaching-tech-online-learning-edition
[5] https://www.edutopia.org/article/2-simple-ways-improve-online-instruction
[5] https://thisisreno.com/2020/07/how-english-learners-are-coping-with-distance-learning/
[4] https://link.medium.com/hVR34wXyu8
[4] https://blog.tcea.org/tech-tools-for-remote-learning/?utm_source=rss&utm_medium=rss&utm_campaign=tech-tools-for-remote-learning#utm_source=rss&utm_medium=rss&utm_campaign=tech-tools-for-remote-learning

Top URLs in Tweet in G9:
[5] https://www.missourivirtualed.org/
[4] https://www.houstonchronicle.com/
[4] https://twitter.com/citizenstewart/status/1288093703605714945
[3] https://ote-learntech.weebly.com/by-time.html
[2] https://choicemedia.tv/event/facebook-live-online-learning-qa/?utm_content=buffer0c6dd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://choicemedia.tv/event/facebook-live-online-learning-qa/?utm_content=buffer8dd39&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://topkit.org/
[2] https://www.neolms.com/info/analytics_and_reporting_tools?utm_campaign=guides&utm_content=135103509&utm_medium=social&utm_source=twitter&hss_channel=tw-16039495
[2] https://www.kqed.org/mindshift/56205/how-designing-accessible-curriculum-for-all-can-help-make-online-learning-more-equitable
[2] https://www.worldwidelearn.com/education-articles/benefits-of-teaching-online.htm

Top URLs in Tweet in G10:
[4] https://www.disneyinstitute.com/blog/how-weve-reimagined-elearning-an-inside-look-at-disney-institute-online-courses/?CMP=SOC-DI-Blog-InsideLookAtDIOnlineCourses-07.01.20
[1] https://twitter.com/i/web/status/1278855963144081408
[1] https://twitter.com/i/web/status/1285227957397729280
[1] https://twitter.com/i/web/status/1285226662033076224

Top Domains
Top Domains in Tweet in Entire Graph:
[4410] twitter.com
[1141] catlintucker.com
[381] youtube.com
[310] iammarketingmedia.com
[144] co.uk
[137] unrealengine.com
[107] blogspot.com
[98] linkedin.com
[96] edureka.co
[96] fiverr.com

Top Domains in Tweet in G1:
[1702] twitter.com
[122] youtube.com
[49] uis.edu
[48] co.uk
[44] instagram.com
[32] linkedin.com
[32] co.za
[31] google.com
[25] paper.li
[22] startup365.fr

Top Domains in Tweet in G2:
[1079] catlintucker.com
[21] twitter.com
[4] paper.li
[3] toytheater.com
[3] teachonline.ca
[2] teachlikeachampion.com
[2] google.com
[2] wakelet.com
[1] cultofpedagogy.com
[1] discoveryeducation.com

Top Domains in Tweet in G3:
[50] twitter.com
[4] youtube.com
[4] myperfectice.com
[4] arpanelearn.com
[3] cbhconsulting.in
[3] cbhconsulting.net
[1] fiverr.com
[1] b.tech
[1] progate.com
[1] myhackertech.com

Top Domains in Tweet in G4:
[204] twitter.com
[18] pinnaclecharterschools.com
[17] youtube.com
[17] catlintucker.com
[16] eschoolnews.com
[15] indiatimes.com
[14] spearhead-training.com
[12] edutopia.org
[11] festeredu.com
[10] pblworks.org

Top Domains in Tweet in G5:
[176] twitter.com
[106] youtube.com
[13] learntinue.ai
[13] cvent.com
[10] qvault.io
[10] progate.com
[10] fiverr.com
[10] question.no
[9] thelearningapps.com
[8] udemy.com

Top Domains in Tweet in G6:
[227] twitter.com
[81] blogspot.com
[56] edureka.co
[25] nypl.org
[20] medium.com
[16] inc42.com
[10] edsurge.com
[8] catlintucker.com
[8] datasciencecentral.com
[8] linksynergy.com

Top Domains in Tweet in G7:
[15] twitter.com
[7] ac.uk
[2] co.za
[2] org.uk
[1] lingoda.com
[1] paper.li
[1] catlintucker.com

Top Domains in Tweet in G8:
[38] iste.org
[27] twitter.com
[14] lapizdigital.com
[8] catlintucker.com
[5] edutopia.org
[5] medium.com
[5] thisisreno.com
[4] learningaccelerator.org
[4] edtechreview.in
[4] tcea.org

Top Domains in Tweet in G9:
[59] twitter.com
[11] neolms.com
[5] houstonchronicle.com
[5] missourivirtualed.org
[4] choicemedia.tv
[4] weebly.com
[3] facebook.com
[3] youtube.com
[3] cultofpedagogy.com
[2] topkit.org

Top Domains in Tweet in G10:
[4] disneyinstitute.com
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8213] onlinelearning
[1020] education
[971] edchat
[939] blendedlearning
[819] elearning
[687] edtech
[630] learning
[614] onlineclasses
[561] distancelearning
[471] remotelearning



Top Hashtags in Tweet in G1:
[2038] onlinelearning
[255] education
[234] elearning
[231] onlineclasses
[127] online
[121] learning
[99] onlineeducation
[89] onlinecourses
[83] covid19
[83] edtech

Top Hashtags in Tweet in G2:
[773] onlinelearning
[734] blendedlearning
[727] edchat
[355] aussieed
[353] ukedchat
[353] edchateu
[352] edchatnz
[11] distancelearning
[9] remotelearning
[9] education

Top Hashtags in Tweet in G3:
[190] onlinelearning
[186] gujarateducation
[183] technology
[93] stayingbehindoftimes
[90] saveourschools
[46] mentalhealth
[22] gujarat
[21] newnormal
[20] updateeducation
[14] onlineclasses

Top Hashtags in Tweet in G4:
[434] onlinelearning
[220] distancelearning
[77] education
[75] remotelearning
[74] edchat
[68] elearning
[59] learning
[58] edtech
[44] pcpaathshala
[36] students

Top Hashtags in Tweet in G5:
[309] onlinelearning
[77] javascript
[71] html
[68] css
[60] udemy
[60] udemycourse
[60] udemyfree
[60] udemycoupon
[52] udemycourses
[49] udemycoupons

Top Hashtags in Tweet in G6:
[411] onlinelearning
[240] edtech
[114] elearning
[99] learning
[80] education
[53] edchat
[52] remotelearning
[44] distancelearning
[43] ai
[42] highered

Top Hashtags in Tweet in G7:
[28] onlinelearning
[9] languages
[7] beready
[3] bsc
[3] construction
[2] safetytraining
[2] icymi
[1] nosatraining
[1] elearning
[1] german

Top Hashtags in Tweet in G8:
[114] onlinelearning
[34] elearning
[19] education
[19] learning
[17] digitallearning
[16] distancelearning
[13] remotelearning
[10] mieexpert
[10] hybridlearning
[10] covid19

Top Hashtags in Tweet in G9:
[120] onlinelearning
[40] education
[34] covid19
[22] distancelearning
[17] remotelearning
[12] schoolchoice
[8] homeschooling
[8] remoteteaching
[7] edtech
[7] teaching

Top Hashtags in Tweet in G10:
[189] onlinelearning
[1] onlinecourse

Top Words
Top Words in Tweet in Entire Graph:
[8214] #onlinelearning
[5118] online
[3747] learning
[1571] more
[1543] classes
[1493] catlin_tucker
[1491] students
[1156] blended
[1153] learn
[1133] flipped

Top Words in Tweet in G1:
[2038] #onlinelearning
[888] online
[510] learning
[286] more
[254] #education
[234] #elearning
[231] #onlineclasses
[215] learn
[215] course
[213] free

Top Words in Tweet in G2:
[1404] catlin_tucker
[1093] online
[1084] learning
[1068] blended
[1068] classes
[1067] flipped
[1067] flow
[773] #onlinelearning
[734] #blendedlearning
[727] #edchat

Top Words in Tweet in G3:
[298] students
[244] courses
[242] calling
[242] undergraduate
[242] ugc
[242] moocs
[242] offers
[242] 200
[242] covering
[242] diverse

Top Words in Tweet in G4:
[434] #onlinelearning
[333] learning
[296] online
[220] #distancelearning
[129] pblworks
[122] free
[108] students
[93] pbl
[91] more
[77] make

Top Words in Tweet in G5:
[309] #onlinelearning
[211] online
[131] learning
[92] youtube
[84] students
[77] #javascript
[73] teaching
[71] #html
[69] fall
[68] karenraycosta

Top Words in Tweet in G6:
[411] #onlinelearning
[240] #edtech
[211] online
[198] learning
[114] #elearning
[99] #learning
[97] learn
[80] #education
[74] education
[73] more

Top Words in Tweet in G7:
[451] lingoda
[253] language
[123] words
[118] truly
[118] fluent
[118] master
[118] subtle
[118] art
[118] using
[118] swear

Top Words in Tweet in G8:
[134] learning
[114] #onlinelearning
[101] online
[85] iste
[34] #elearning
[32] educators
[29] questions
[29] teachers
[28] help
[27] educator

Top Words in Tweet in G9:
[120] #onlinelearning
[78] online
[76] learning
[42] join
[40] #education
[37] parents4support
[34] #covid19
[33] school
[31] students
[31] parent

Top Words in Tweet in G10:
[189] #onlinelearning
[188] disneyinstitute
[160] online
[160] courses
[159] disney
[159] institute
[153] introducing
[153] explore
[153] inspires
[153] think

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1280] online,classes
[1131] flipped,learning
[1131] learning,flow
[1131] blended,online
[1129] flow,blended
[1118] catlin_tucker,flipped
[813] #blendedlearning,#onlinelearning
[770] #onlinelearning,#edchat
[759] online,learning
[755] classes,#blendedlearning

Top Word Pairs in Tweet in G1:
[167] online,learning
[108] #onlineclasses,#onlinelearning
[48] online,classes
[47] #elearning,#onlinelearning
[46] world,adopted
[46] adopted,#technology
[46] #technology,aspects
[46] aspects,#gujarateducation
[46] #gujarateducation,intends
[45] #onlinelearning,#onlineclasses

Top Word Pairs in Tweet in G2:
[1068] blended,online
[1067] flipped,learning
[1067] learning,flow
[1067] flow,blended
[1067] online,classes
[1063] catlin_tucker,flipped
[721] #blendedlearning,#onlinelearning
[713] classes,#blendedlearning
[712] #onlinelearning,#edchat
[353] classes,#ukedchat

Top Word Pairs in Tweet in G3:
[242] calling,undergraduate
[242] undergraduate,students
[242] ugc,moocs
[242] moocs,offers
[242] offers,200
[242] 200,courses
[242] courses,covering
[242] covering,diverse
[242] diverse,range
[241] students,swayammhrd's

Top Word Pairs in Tweet in G4:
[95] online,learning
[55] #distancelearning,#onlinelearning
[52] distance,learning
[50] remote,learning
[44] hands,engaging
[43] learning,support
[42] announced,today
[42] today,pltw
[42] pltw,released
[42] released,distance

Top Word Pairs in Tweet in G5:
[68] #html,#css
[61] #css,#javascript
[60] #udemy,#udemycourse
[60] #udemycourse,#udemyfree
[60] #udemyfree,#udemycoupon
[57] #udemycoupon,#html
[52] #javascript,#udemycourses
[49] #udemycourses,#udemycoupons
[44] teaching,online
[43] link,bio

Top Word Pairs in Tweet in G6:
[36] online,learning
[33] online,education
[31] #learning,#learningapp
[31] #learningapp,#onlinelearning
[31] #onlinelearning,#easylearning
[29] created,app
[29] app,help
[29] help,learn
[29] learn,schoology
[29] schoology,simply

Top Word Pairs in Tweet in G7:
[118] truly,fluent
[118] fluent,language
[118] language,master
[118] master,subtle
[118] subtle,art
[118] art,using
[118] using,swear
[118] swear,words
[118] words,non
[118] non,offensive

Top Word Pairs in Tweet in G8:
[49] online,learning
[17] remote,learning
[16] distance,learning
[14] best,practices
[14] #onlinelearning,#digitallearning
[13] #onlinelearning,#elearning
[12] prepare,possibility
[12] possibility,#distancelearning
[12] #distancelearning,school
[12] school,year

Top Word Pairs in Tweet in G9:
[29] online,learning
[19] remote,learning
[19] parent,exchange
[17] #onlinelearning,#distancelearning
[15] #education,#covid19
[13] during,#covid19
[12] full,time
[12] join,tomorrow
[11] virtual,school
[10] time,online

Top Word Pairs in Tweet in G10:
[160] online,courses
[159] disney,institute
[159] institute,online
[153] introducing,disney
[153] courses,explore
[153] explore,#onlinelearning
[153] #onlinelearning,inspires
[153] inspires,think
[153] think,differently
[152] disneyinstitute,introducing

Top Replied-To
Top Replied-To in Entire Graph:
@michaelbhorn
@globaledcollect
@tota_meso
@etmasterclass
@edweekedtech
@drrpnishank
@bonitaedu
@jlay02
@ingrahamangle
@asu

Top Replied-To in G1:
@serenejas12
@haziquaaymen
@teamlinways
@edheconline
@homeforchoice1

Top Replied-To in G2:
@riteshdhanak

Top Replied-To in G3:
@drrpnishank
@aicte_india
@tges_official
@narendramodi
@yadavtejashwi
@pmoindia

Top Replied-To in G4:
@hethertech
@withwozney
@heymrsbond
@sunyempire
@usnewseducation

Top Replied-To in G5:
@davecormier
@fiifidr
@skillsforcare
@vivicaceres9
@the_mcap
@indiaculturelab
@newyorker
@richardcraggs
@technolibrary

Top Replied-To in G6:
@edweekedtech
@techcrunch
@techrepublic
@heymrsbond
@abhi94a
@pradheepasiva
@zillonlife
@alfanarmedia
@biz_education
@prasenjit_1708

Top Replied-To in G8:
@fultonvirtual
@wavesmesh

Top Replied-To in G9:
@bonitaedu
@jlay02
@educhatter
@dcarruthersedu
@msrastin
@jhengstler
@edchoice
@parents4support
@nadinegilkison

Top Mentioned
Top Mentioned in Entire Graph:
@catlin_tucker
@lingoda
@swayammhrd
@disneyinstitute
@drrpnishank
@hrdministry
@pblworks
@pafuhana1213
@iste
@youtube

Top Mentioned in G1:
@dduttarpradesh
@pcc_nhs
@supplycleanam
@essayjohnsons
@cjaz_consulting
@estream_studios
@lessfeared
@brand_stadium
@ietrainings
@socialexplosio

Top Mentioned in G2:
@catlin_tucker
@sparkphysed
@molapus
@studysync
@gregkulowiec
@contactnorth
@paulrosengard
@taylorhwilliams
@toytheatergames
@medievalacademy

Top Mentioned in G3:
@swayammhrd
@drrpnishank
@hrdministry
@pmoindia
@imbhupendrasinh
@amrutap49306940
@mygovindia
@sanjaydhotremp
@vijayrupanibjp
@kinjals20972182

Top Mentioned in G4:
@pblworks
@timesofindia
@pltworg
@kristylathrop
@catlin_tucker
@getting_smart
@saintfester
@intelindia
@eschoolnews
@jenroberts1

Top Mentioned in G5:
@youtube
@karenraycosta
@zoom_us
@janesaid6
@vibtechghana
@pgilders
@mohitnihalani7
@roberttalbert
@iamjaya__
@heykyakaru

Top Mentioned in G6:
@eraser
@rocketedtech
@schoology
@nypl
@otter_ai
@prosunjoyi
@zillonlife
@cyfairedtech
@techyleaderedu
@adobeforedu

Top Mentioned in G7:
@lingoda
@studyucem
@nosatraining
@forlarbee03
@csttthe
@westminsterscc
@uni
@tonyburke1
@uniwestminster
@lynnedowney

Top Mentioned in G8:
@iste
@microsoftteams
@padlet
@panaasavavatana
@learningaccel
@onenoteedu
@jorgedoespbl
@reality_teacher
@catlin_tucker
@tesol_assn

Top Mentioned in G9:
@parents4support
@tillieelvrum
@jlay02
@cassanoral
@futureof_school
@berylrcohen
@drlaurapinto
@amyvalentine555
@tlmarkides
@mkbtuc

Top Mentioned in G10:
@disneyinstitute

Top Tweeters
Top Tweeters in Entire Graph:
@airtel_presence
@vodafonein
@sectest9
@jurylady5
@cowboyscifibot
@nblackthorne
@sahelhkj
@edinburghwatch
@indiegametrends
@chidambara09

Top Tweeters in G1:
@officialtanha
@estream_studios
@johnjgentry
@tribunkaltim
@diabeticcyborgg
@indiablooms
@milokmat
@sonagkp
@darveshtv
@chitralekhamag

Top Tweeters in G2:
@kibsolfuture
@eddarrell
@vivianerecife
@mssackstein
@circlereader
@evidenteaida
@donnalburnell
@pokerdame
@1abuazzam
@mrsjjee

Top Tweeters in G3:
@rajendr76194898
@nemityadav1
@pib_india
@tarundsnaol
@ddnewslive
@jagrannews
@hydwatch
@paramanand_3
@jagranenglish
@radhe____

Top Tweeters in G4:
@evankirstel
@abscbnnews
@rapplerdotcom
@guardian
@timesofindia
@linda1746
@cnnphilippines
@nytimes
@vivmilano
@cnn

Top Tweeters in G5:
@aaroncuddeback
@femtech_
@taieb_bot
@xaelbot
@calcaware
@codedailybot
@100xcode
@indiegameguys
@learn__together
@josjosmar59

Top Tweeters in G6:
@indiegametrends
@chidambara09
@httweets
@eraser
@andrewmorrisuk
@bar_zie
@weirmb
@donaldndoro
@researchmrx
@ricardo_ik_ahau

Top Tweeters in G7:
@sikecilmarmut
@miguelhilargiak
@karlos_240
@saleehmuhammed1
@pimmaiden
@amuraovonn
@18akgoyal
@buyazed288
@f286574b78ae424
@kcs39194

Top Tweeters in G8:
@thehill
@juandoming
@baltimoresun
@stem_nastics
@classroomtools
@learntechuk
@rhodeislandrt
@elearnindustry
@bobharrisonedu
@jccordero28

Top Tweeters in G9:
@shiftparadigm
@jcorippo
@radroopa
@taramartinedu
@sarahdateechur
@jdouglaslittle
@istimrar
@shakeuplearning
@citizenstewart
@jhengstler

Top Tweeters in G10:
@thomasmarinojr
@njmike731
@nikkilipstick
@kchernecky
@prettypris
@dianesbaker1
@monicazyoung
@pink1963dsw
@golehiran
@stevebrant