onlinelearning, Twitter, 9/5/2020 8:36:26 AM, 234385


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onlinelearning_2020-09-04_21-11-44.xlsx
onlinelearning_2020-09-04_21-11-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 05, 2020
Short Description:
onlinelearning via NodeXL https://bit.ly/3jNxsXN
@catlin_tucker
@distancelrnbot
@scalarhumanity
@markj_ohnson
@lingoda
@youtube
@fabriciosx
@bar_zie
@edutopia
@edutorapp

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

Description:
Description
The graph represents a network of 13,951 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, 05 September 2020 at 05:06 UTC.

The requested start date was Saturday, 05 September 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 19-day, 13-hour, 31-minute period from Sunday, 16 August 2020 at 09:30 UTC to Friday, 04 September 2020 at 23:01 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 : 13951
Unique Edges : 7790
Edges With Duplicates : 23773
Total Edges : 31563
Number of Edge Types : 5
Retweet : 8987
MentionsInRetweet : 10855
Tweet : 7382
Mentions : 4012
Replies to : 327
Self-Loops : 7645
Reciprocated Vertex Pair Ratio : 0.0359281437125748
Reciprocated Edge Ratio : 0.069364161849711
Connected Components : 4069
Single-Vertex Connected Components : 2590
Maximum Vertices in a Connected Component : 5724
Maximum Edges in a Connected Component : 16966
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.169698
Graph Density : 6.57806675643297E-05
Modularity : 0.44008
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 13,951 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, 05 September 2020 at 05:06 UTC.

The requested start date was Saturday, 05 September 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 19-day, 13-hour, 31-minute period from Sunday, 16 August 2020 at 09:30 UTC to Friday, 04 September 2020 at 23:01 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:
[973] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[122] https://johannesdrooghaag.com/
[98] https://www.facebook.com/events/686327122147088/
[29] https://edtechmagazine.com/higher/article/2020/08/4-key-blended-learning-engagement-challenges-and-how-overcome-them-perfcon
[29] https://www.ipassio.com/tabla-basics-hindustani-classical-level-i/sourabh-goho
[25] https://blog.blackboard.com/7-helpful-online-learning-resources/?utm_source=Twitter&utm_medium=Paid_Social&utm_campaign=BackToSchool
[21] https://www.youtube.com/watch?v=8pm-Xzgd1cI

[21] https://www.tutordoctor.com/blog/2020/july/how-parents-can-help-their-kids-get-the-most-out/
[20] https://www.thelearningapps.com/discounted-educational-apps-for-kids/
[20] https://www.amanyadesigncourses.com/

Top URLs in Tweet in G1:
[89] https://www.facebook.com/events/686327122147088/
[21] https://www.tutordoctor.com/blog/2020/july/how-parents-can-help-their-kids-get-the-most-out/
[20] https://www.amanyadesigncourses.com/
[8] https://thelanguagegarage.com/things-that-are-big/
[8] https://mainlyspeaking.com/
[7] https://mailchi.mp/01c7c3d0743c/aug2020dcw
[6] https://wilmingtonhealthcare.com/what-we-do/digital-learning-academy/hospital-and-theatre-access-courses/
[6] https://www.tutordoctor.co.uk/blog/2020/august/how-parents-can-help-their-kids-get-the-most-out/
[6] https://www.sportstructures.com/education-training/going-virtual/
[5] https://makeitclick.learnmyway.com/

Top URLs in Tweet in G2:
[914] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[11] https://bit.ly/3htZpmY
[8] https://edtrust.org/p/54531/
[6] https://catlintucker.com/2020/03/3-ways-to-use-video-conferencing/
[3] https://www.hollyclark.org/2020/06/24/infused-and-inclusive-directions/
[3] https://catlintucker.com/2020/08/engage-elementary-students-online/
[2] https://www.webster.edu/education/summersession/
[2] https://blog.mimio.com/the-virtual-classroom-what-to-know?utm_campaign=Blog%20Campaigns&utm_content=136509774&utm_medium=social&utm_source=twitter&hss_channel=tw-59165969
[2] https://practices.learningaccelerator.org/strategies/empowering-ownership-of-learning-through-goal-setting
[2] https://practices.learningaccelerator.org/strategies/advice-common-sense-education

Top URLs in Tweet in G3:
[122] https://johannesdrooghaag.com/
[29] https://edtechmagazine.com/higher/article/2020/08/4-key-blended-learning-engagement-challenges-and-how-overcome-them-perfcon
[13] https://t.me/pricecrashdeals/1644
[12] https://maffsguru.com/
[11] https://www.youtube.com/watch?v=4LTeDHmKtHE&feature=youtu.be

[10] https://linktr.ee/kidsokplease
[9] https://www.eschoolnews.com/2020/08/18/a-plan-for-teaching-coding-and-robotics-from-home/?utm_content=buffer71b78&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.fiverr.com/158982038?gig_id=158982038&utm_campaign=base_gig_show_share&utm_content=&utm_medium=shared&utm_source=mobile&utm_term=
[8] https://www.edureka.co/?utm_source=ZillionLife&utm_medium=776857&utm_campaign=Zillion_Ed
[8] https://www.researchgate.net/publication/320352609_Versatile_Classroom_Management_Solution_for_Teachers_in_Developing_Countries

Top URLs in Tweet in G4:
[12] https://www.apologia.com/self-paced
[11] http://www.elevateourkids.org/
[7] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[6] https://www.k12prospects.com/LP/5-Tips-to-Boost-K-12-Education-Email/5-Tips-to-Boost-Your-K-12-Education-Email-Marketing-Strategy.html?utm_source=facebook&utm_medium=posting-image&utm_campaign=5-tips-to-boost-k-12-education-email&utm_content=textlink
[4] https://www.youtube.com/playlist?list=PLVmLElYhTdJNYqNdybYvLTT2Y6dwncs9v

[4] https://www.edutopia.org/article/7-guidelines-setting-clear-online-lessons
[3] https://www.udemy.com/course/google-classroom-teaching-and-learning-with-google/?referralCode=487FED8AB84F70D55362
[3] https://www.k12prospects.com/LP/Prospects-Segmentation/The-Benefits-of-Segmentation-in-Marketing-to-New-K-12-Customers.html?utm_source=facebook&utm_medium=posting-image&utm_campaign=prospects-segmentation&utm_content=textlink
[3] https://www.k12prospects.com/?utm_source=facebook&utm_medium=posting-image&utm_campaign=quick-facts&utm_content=textlink
[3] https://www.k12prospects.com/k-12-school-finances-the-big-picture/?utm_source=facebook&utm_medium=posting-image&utm_campaign=k-12-school-finances&utm_content=textlink

Top URLs in Tweet in G5:
[8] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[7] https://www.youtube.com/watch?v=LhF43xTLujE&feature=youtu.be

[3] http://esheninger.blogspot.com/2020/08/developing-asynchronous-remote-learning.html
[3] https://www.teachthought.com/technology/25-tips-to-deal-with-digital-distractions/
[3] https://blog.echo360.com/webinars-inst-july-20?_hsenc=p2ANqtz-9i7FrNOXcwGvPc_1a5NGdjZGx0fVTfV1LQx9J2AFLtJo_tOUY_f1PoduwHXGCZntMGNwsrpJKDTE1_3gWq1DhvU3kFDw&_hsmi=91097752&hsCtaTracking=6c4c4eac-ae0e-41bb-b69e-f5d9d63c79b0|6495798b-d9fa-48a0-acc5-cb4c241314fb&utm_campaign=2019
[3] Instructor
[3] Webinar
[3] on
[3] the
[3] Side

Top URLs in Tweet in G6:
[3] https://mylearnie.com/
[3] https://vimeo.com/447208518
[2] https://newswatchtv.com/about-us/recent-episodes/
[2] https://learnie.app/course/dk9sZEdDU0tGT1hrdzdjOUJSSjUxazRzM2FXMi0tYy0tLU1CR2pCRVB3MC1nUWdrNDRhNTY=
[2] https://learnie.app/course/MUFEMExOTjJTcVdKQXI2cnlGMlQ5ckY4eDlrMi0tYy0tLU1EcXZBXzJkTUZBaUJxNEFWMjc=
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Famazon-wants-to-make-you-an-ml-practitioner-for-free-552c46cea9ba
[1] https://blog.lingoda.com/en/what-is-lingoda-language-sprint-everybody-talking-about?utm_source=twitter&utm_medium=social&utm_campaign=[en-en[all]]_blog-sprint-2020-08[what-is-lingoda-language-sprint-everybody-talking-about]
[1] https://twitter.com/i/web/status/1295890021786902528
[1] https://twitter.com/i/web/status/1295890849180446720
[1] https://twitter.com/i/web/status/1295890990671097856

Top URLs in Tweet in G7:
[20] https://www.thelearningapps.com/discounted-educational-apps-for-kids/
[13] http://www.anycouponcode.net/data-analysis-nanodegree/
[11] https://www.youtube.com/watch?v=YN9F4Qb2mYo&feature=youtu.be

[9] https://www.youtube.com/watch?v=nUh2zoMQXm4&feature=youtu.be

[7] http://www.anycouponcode.net/learn-23-ways-to-make-money-online-with-your-smartphone/
[7] https://www.voyagersopris.com/webinar-series/remote-learning-tips-for-school-leaders
[5] https://www.facebook.com/fluxeyk
[5] https://www.youtube.com/channel/UCuUC9dXSC6dgfMr3YoJXkkA
[5] https://www.instagram.com/accounts/login/?next=/fluxeyk/
[4] https://www.bensound.com/

Top URLs in Tweet in G8:
[4] the
[2] https://www.tribuneindia.com/news/j
[2] &
[2] k/valley-based-iitians-develop-wise-app-123977#:~:text=Even
[2] as
[2] gag
[2] on,learning
[2] on
[2] 2G
[2] service.

Top URLs in Tweet in G9:
[6] https://blog.otter.ai/otter-helps-students-and-teachers-transition-to-distance-learning/
[5] https://www.techlearninguniversity.com/how-to/how-artificial-intelligence-ai-is-being-used-in-higher-ed
[4] https://www.cityam.com/edtech-surges-to-the-top-of-the-class/
[4] https://yourstory.com/2020/06/funding-edtech-startup-byjus-bond-mary-meeker/amp?__twitter_impression=true
[4] https://buff.ly/2XQVNUh
[3] https://www.cnbc.com/amp/2020/06/08/edtech-how-schools-education-industry-is-changing-under-coronavirus.html#click=https://t.co/uZ1WnonQOH
[2] https://www.researchgate.net/publication/343415877_Alternative_lifeworlds_on_the_Internet_Habermas_and_democratic_distance_education
[2] https://twitter.com/SchwarzHeather/status/1300182444142989312
[2] https://3wnews.org/uncategorised/1449611/education-technology-market-boosting-in-globally-with-top-key-players-google-inc-microsoft-corporation-ibm-apple-inc-edx-byjus/
[2] https://www.forwardeyetechnologies.com/blog/implement-digital-marketing-in-elearning/

Top URLs in Tweet in G10:
[15] https://www.pblworks.org/blog/why-pbl-best-online-instruction
[14] https://www.global-edtech.com/edtech-authors/
[7] https://www.pblworks.org/blog/pblworks-webinar-recap-solutions-sticky-problems-practice-facilitating-pbl-online
[6] https://www.global-edtech.com/
[6] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[4] https://www.global-edtech.com/schoolwork-from-the-classroom-to-remote-learning/
[3] https://www.global-edtech.com/climate-action-project/
[2] https://www.pblworks.org/blog/pblworks-webinar-recap-7-tech-tools-support-online-pbl
[2] https://www.pblworks.org/services
[2] https://www.pbslearningmedia.org/resource/plum14.sci.life.makemangrove/make-a-mangrove-an-ecosystem-game/

Top Domains
Top Domains in Tweet in Entire Graph:
[2283] twitter.com
[1008] catlintucker.com
[482] youtube.com
[302] bit.ly
[182] iammarketingmedia.com
[150] facebook.com
[144] blogspot.com
[122] johannesdrooghaag.com
[110] co.uk
[101] buff.ly

Top Domains in Tweet in G1:
[892] twitter.com
[104] youtube.com
[101] facebook.com
[73] bit.ly
[67] instagram.com
[65] co.uk
[53] uis.edu
[34] google.com
[29] thelanguagegarage.com
[25] corporatevalley.com

Top Domains in Tweet in G2:
[943] catlintucker.com
[13] bit.ly
[9] edtrust.org
[9] paper.li
[8] learningaccelerator.org
[6] twitter.com
[4] hollyclark.org
[3] cultofpedagogy.com
[3] studysync.com
[2] edutopia.org

Top Domains in Tweet in G3:
[122] johannesdrooghaag.com
[93] twitter.com
[58] youtube.com
[51] edureka.co
[43] nypl.org
[39] bit.ly
[30] buff.ly
[29] edtechmagazine.com
[15] linktr.ee
[14] fiverr.com

Top Domains in Tweet in G4:
[78] twitter.com
[20] youtube.com
[19] k12prospects.com
[14] ac.uk
[13] buff.ly
[12] apologia.com
[11] edutopia.org
[11] elevateourkids.org
[9] freetech4teachers.com
[8] catlintucker.com

Top Domains in Tweet in G5:
[29] twitter.com
[15] bit.ly
[8] edsurge.com
[8] catlintucker.com
[8] buff.ly
[8] echo360.com
[7] youtube.com
[5] tcea.org
[5] teachthought.com
[5] shareaholic.com

Top Domains in Tweet in G6:
[10] twitter.com
[4] learnie.app
[3] mylearnie.com
[3] vimeo.com
[2] co.uk
[2] newswatchtv.com
[2] medium.com
[1] lingoda.com
[1] deutschland.de
[1] iammarketingmedia.com

Top Domains in Tweet in G7:
[124] youtube.com
[45] twitter.com
[24] thelearningapps.com
[20] anycouponcode.net
[10] methodspace.com
[9] google.com
[8] apple.com
[7] voyagersopris.com
[6] tech-wonders.com
[5] facebook.com

Top Domains in Tweet in G8:
[9] twitter.com
[3] tribuneindia.com
[2] youtube.com
[2] theedupress.com
[2] acadru.com
[1] bit.ly
[1] producthunt.com
[1] livemint.com
[1] india.com
[1] pratidintime.com

Top Domains in Tweet in G9:
[33] twitter.com
[7] buff.ly
[6] otter.ai
[5] techlearninguniversity.com
[4] youtube.com
[4] cityam.com
[4] yourstory.com
[4] forwardeyetechnologies.com
[3] cnbc.com
[3] futurelearn.com

Top Domains in Tweet in G10:
[33] global-edtech.com
[33] pblworks.org
[11] twitter.com
[7] catlintucker.com
[6] edutopia.org
[3] bit.ly
[3] pbslearningmedia.org
[2] google.com
[2] harvard.edu
[2] torreytrust.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10837] onlinelearning
[1163] education
[986] elearning
[776] edtech
[739] learning
[652] remotelearning
[640] onlineclasses
[498] distancelearning
[363] covid19
[340] school



Top Hashtags in Tweet in G1:
[3017] onlinelearning
[318] education
[305] onlineclasses
[280] elearning
[175] learning
[152] online
[150] reimagine2020
[115] remotelearning
[113] backtoschool
[104] onlineeducation

Top Hashtags in Tweet in G2:
[1130] onlinelearning
[138] blendedlearning
[65] formativeassessment
[24] edchat
[20] distancelearning
[17] remotelearning
[14] education
[13] edtech
[11] teaching
[10] edcolo

Top Hashtags in Tweet in G3:
[663] onlinelearning
[149] 100daysofcode
[122] leadership
[122] mindset
[122] leadershipdevelopment
[122] agile
[95] education
[84] edtech
[83] mondaymotivation
[73] gamedev

Top Hashtags in Tweet in G4:
[294] onlinelearning
[173] distancelearning
[96] remotelearning
[70] elearning
[63] edtech
[61] edchat
[59] education
[58] appleeduchat
[35] blendedlearning
[32] csd49

Top Hashtags in Tweet in G5:
[136] onlinelearning
[39] edtech
[32] remotelearning
[22] language
[21] icebreaker
[20] highered
[20] hybridlearning
[16] edchat
[7] k12
[7] mceoi

Top Hashtags in Tweet in G6:
[121] onlinelearning
[62] languages
[34] wulantalk
[11] education
[10] humanresource
[9] edtech
[5] pulsagratis
[5] studying
[5] university
[5] digitisation

Top Hashtags in Tweet in G7:
[277] onlinelearning
[80] learning
[49] mathematics
[47] elearning
[37] education
[33] onlineeducation
[29] remotelearning
[29] announcement
[29] learningapp
[29] easylearning

Top Hashtags in Tweet in G8:
[81] onlinelearning
[29] elearning
[22] smawarrior
[11] smatreatment
[10] makingonlineeducationaccessible
[10] teachersday2020
[10] edutorapp
[8] covid19
[8] onlineclasses
[5] onlineeducation

Top Hashtags in Tweet in G9:
[151] onlinelearning
[60] edtech
[30] elearning
[28] onlinecourses
[23] education
[23] byjus
[23] byjuraveendran
[23] byjusclasses
[18] learning
[17] rt

Top Hashtags in Tweet in G10:
[85] onlinelearning
[37] pbl
[30] edtech
[25] remotelearning
[25] nearpodchat
[22] sel
[19] elearning
[17] education
[17] teachertips
[14] edutwitter

Top Words
Top Words in Tweet in Entire Graph:
[10810] #onlinelearning
[4574] online
[3826] learning
[1871] catlin_tucker
[1826] students
[1520] more
[1391] school
[1159] #education
[1152] design
[1103] free

Top Words in Tweet in G1:
[3010] #onlinelearning
[875] online
[619] learning
[372] more
[317] #education
[303] #onlineclasses
[280] #elearning
[271] school
[255] students
[248] free

Top Words in Tweet in G2:
[1746] catlin_tucker
[1191] learning
[1130] #onlinelearning
[919] synchronous
[919] design
[919] each
[917] asynchronous
[917] vs
[917] type
[901] #blendedle

Top Words in Tweet in G3:
[657] #onlinelearning
[184] learning
[166] online
[152] learn
[149] #100daysofcode
[138] lessons
[129] experts
[122] µ
[122] leadership
[122] #leadership

Top Words in Tweet in G4:
[294] #onlinelearning
[173] #distancelearning
[162] learning
[149] online
[120] ipad
[95] #remotelearning
[83] one
[80] need
[78] find
[69] #elearning

Top Words in Tweet in G5:
[135] #onlinelearning
[65] online
[61] learning
[46] idea
[42] students
[39] #edtech
[39] learn
[37] tcea
[37] synchronous
[36] student

Top Words in Tweet in G6:
[224] lingoda
[118] #onlinelearning
[83] emakwulan
[77] warmduscher
[77] literally
[77] warm
[77] showerer
[77] meaning
[77] person
[77] seems

Top Words in Tweet in G7:
[277] #onlinelearning
[123] youtube
[80] #learning
[73] online
[49] learning
[47] #elearning
[47] #mathematics
[41] learn
[37] #education
[33] #onlineeducation

Top Words in Tweet in G8:
[81] #onlinelearning
[34] app
[33] two
[33] graduates
[33] developed
[33] application
[33] afshin
[32] curesmaindia
[31] android
[31] enable

Top Words in Tweet in G9:
[151] #onlinelearning
[60] #edtech
[52] online
[50] learning
[40] free
[34] digital
[30] video
[30] #elearning
[28] foldit
[28] #onlinecourses

Top Words in Tweet in G10:
[85] #onlinelearning
[83] pbl
[74] learning
[71] pblworks
[64] online
[50] students
[44] nearpod
[40] time
[37] project
[37] #pbl

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1040] learning,#onlinelearning
[982] asynchronous,vs
[982] vs,synchronous
[981] synchronous,design
[980] design,each
[979] each,type
[979] type,learning
[972] catlin_tucker,asynchronous
[957] #onlinelearning,#blendedle
[813] online,learning

Top Word Pairs in Tweet in G1:
[210] online,learning
[146] î,î
[143] #onlineclasses,#onlinelearning
[92] join,free
[90] #onlinelearning,#virtualconference
[89] #ri2020,#reimagine2020
[89] #reimagine2020,#crypto
[89] #crypto,#cryptocurrency
[89] #cryptocurrency,#blockchaintechnology
[89] #blockchaintechnology,#onlinelearning

Top Word Pairs in Tweet in G2:
[920] learning,#onlinelearning
[917] asynchronous,vs
[917] vs,synchronous
[917] synchronous,design
[917] design,each
[917] each,type
[917] type,learning
[915] catlin_tucker,asynchronous
[901] #onlinelearning,#blendedle
[274] video,conferencing

Top Word Pairs in Tweet in G3:
[122] µ,leadership
[122] leadership,lessons
[122] lessons,experts
[122] experts,#leadership
[122] #leadership,#mindset
[122] #mindset,#leadershipdevelopment
[122] #leadershipdevelopment,#agile
[113] drjdrooghaag,µ
[113] #agile,#buâ
[70] many,people

Top Word Pairs in Tweet in G4:
[82] online,learning
[62] #distancelearning,#onlinelearning
[61] laineyleini,need
[57] need,pointer
[57] pointer,ipad
[57] ipad,online
[57] learning,find
[57] find,one
[57] one,ipad
[57] ipad,settings

Top Word Pairs in Tweet in G5:
[23] synchronous,asynchronous
[22] find,image
[22] image,made
[22] made,one
[22] one,padlet
[22] padlet,synchronous
[22] asynchronous,class
[22] class,group
[22] group,individual
[22] individual,options

Top Word Pairs in Tweet in G6:
[77] warmduscher,literally
[77] literally,warm
[77] warm,showerer
[77] showerer,meaning
[77] meaning,person
[77] person,seems
[77] seems,weak
[77] weak,cowardly
[77] cowardly,favourite
[76] lingoda,warmduscher

Top Word Pairs in Tweet in G7:
[29] #announcement,#learning
[29] #learning,#learningapp
[29] #learningapp,#onlinelearning
[29] #onlinelearning,#easylearning
[28] #easylearning,#betterunderstanding
[22] #betterunderstanding,#school
[20] website,#kids
[20] #kids,#substraction
[20] #substraction,#kindergarten
[20] #onlinelearning,#elearning

Top Word Pairs in Tweet in G8:
[31] enable,#onlinelearning
[30] two,graduates
[30] graduates,iitbombay
[30] iitbombay,developed
[30] developed,android
[30] android,application
[28] application,wise
[28] wise,app
[28] app,enable
[22] sma,awareness

Top Word Pairs in Tweet in G9:
[23] #byjus,#byjuraveendran
[23] #byjuraveendran,#byjusclasses
[19] computer,game
[19] #edtech,#onlinelearning
[18] #byjusclasses,#onlinecourses
[17] #onlinecourses,#onlinelearning
[16] foldit,free
[16] free,#citizenscience
[16] #citizenscience,#biochemistry
[16] #biochemistry,computer

Top Word Pairs in Tweet in G10:
[25] join,#nearpodchat
[25] topic,classroom
[25] classroom,routines
[25] routines,learning
[25] learning,environment
[25] environment,time
[25] time,8pm
[25] pblworks,pbl
[21] 8pm,host
[20] #pbl,#onlinelearning

Top Replied-To
Top Replied-To in Entire Graph:
@teslaberrybot
@jumpie18
@kraekerc
@aishongkong
@drrpnishank
@acampbell99
@netcashcows
@thesudhirgarg
@chem_warrior
@irishtimes

Top Replied-To in G1:
@peppgsep

Top Replied-To in G2:
@rmorgan_27

Top Replied-To in G3:
@cambridgeindia
@nishusa40646112
@2uinc
@waospi
@zamirszn
@bajcmartinez

Top Replied-To in G4:
@english
@bitmoji
@microsoftteams
@teacher2teacher
@lily_nea
@edutopia
@wse_stallions

Top Replied-To in G5:
@kraekerc
@acampbell99
@mrsfeher
@powerlrn
@maureenb2b
@bonitaedu
@sara_nelsonedu
@canelearn
@edsurge

Top Replied-To in G7:
@styluspub
@irizpro
@ladeidiomas

Top Replied-To in G8:
@drrpnishank
@thesudhirgarg
@eduminofindia
@goi_meity
@edutopia
@mygovindia
@rsprasad
@yourstoryco
@swamy39
@curesmaindia

Top Replied-To in G9:
@kevincrouch
@saragoldrickrab
@lawrence

Top Replied-To in G10:

Top Mentioned
Top Mentioned in Entire Graph:
@catlin_tucker
@lingoda
@youtube
@drjdrooghaag
@emakwulan
@jenroberts1
@vibtechghana
@pblworks
@laineyleini
@kptacops

Top Mentioned in G1:
@essay_writers17
@paolabiodanza
@cjaz_consulting
@ed_professors
@greatfullgrowth
@cwbdomme
@digitalboost_uk
@sagewolfsong

Top Mentioned in G2:
@catlin_tucker
@mcleod
@marioframework
@hollyclarkedu
@studysync
@webster_soe
@morggargulak
@iste
@jenroberts1
@pgilders

Top Mentioned in G3:
@drjdrooghaag
@vibtechghana
@dblacklagosboy
@nypl
@wsocialc
@chidambara09
@suescheff
@anupam_sharmaa
@vtfoundation
@eschoolnews

Top Mentioned in G4:
@laineyleini
@schoology
@educatoral
@k12prospects
@fergy4tech
@catlin_tucker
@zoom_us
@edutopia
@acsabudhabi
@sparkphysed

Top Mentioned in G5:
@flipgrid
@tcea
@nigelesl
@alamehsahar
@catlin_tucker
@bbfarhadi
@d2l
@powerlrn
@mkbtuc
@coachjcummings

Top Mentioned in G6:
@lingoda
@emakwulan
@mylearnie
@newswatchtv
@en_germany
@camblearning
@iam__network
@cambahead
@xngelo
@ivarsha_jain

Top Mentioned in G7:
@youtube
@upsilonx4
@fluxeyk
@cmrubinworld
@drsanafarid
@rickferdig
@vraramena
@peardeck
@worldbank
@einterview

Top Mentioned in G8:
@curesmaindia
@iitbombay
@goi_meity
@drrpnishank
@pmoindia
@eduminofindia
@narendramodi
@hrdministry
@tnpriya
@parentsgurgaon

Top Mentioned in G9:
@foldit
@otter_ai
@gregkulowiec
@hillary_atp
@synbiobeta
@coursera
@li_learning
@vanderbiltu
@mmhmmapp
@byjus

Top Mentioned in G10:
@pblworks
@nearpod
@global_edtech
@catlin_tucker
@saintfester
@i_on_the_future
@anjalitomar6708
@ictevangelist
@kristylathrop
@natalijanovta

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@dichristine
@kenyapower_care
@marciojmsilva
@bella623
@jamesroy
@chidambara09
@indiegametrends
@talk2globe

Top Tweeters in G1:
@digyoursoul
@estream_studios
@madhyamam
@abpmajhatv
@daniellegembala
@pierrem19180190
@topnewsites
@blueturbanstone
@cardiffbites
@idrobinhood

Top Tweeters in G2:
@kibsolfuture
@algierslady
@iamdrwill
@liwanageugene
@dougpete
@epousteflante
@janfromthebruce
@cyberdean07
@bshep92022
@demekasimmons

Top Tweeters in G3:
@sectest9
@chidambara09
@cybersec_feeds
@aaroncuddeback
@femtech_
@ottlegalrebels
@taieb_bot
@xaelbot
@fintechna
@codedailybot

Top Tweeters in G4:
@birdwriter7
@globalnews
@deniseoberson
@mrtallerjerry
@katie_malarkey
@philshapiro
@soamayanaddicts
@teacher2teacher
@robotconsumer
@votegloriaj

Top Tweeters in G5:
@janniaragon
@prpeep
@leftboomer
@flipgrid
@shiftparadigm
@jm_mcgrath
@shellterrell
@jdouglaslittle
@sarahdateechur
@istimrar

Top Tweeters in G6:
@karlos_240
@pimmaiden
@amuraovonn
@rivasbeatriz
@ssxman2
@mrityun02359258
@313_2020_8_17
@gs_alisami_yen
@victoria_victo3
@lkafle

Top Tweeters in G7:
@indiegametrends
@dataaugmented
@rochejacqueline
@mururi79
@nvsdata
@calfactcheck
@capt_scarlett
@_dotnetbot_
@bhurtya
@worldbank

Top Tweeters in G8:
@indiantweeter
@pib_india
@bjp4india
@ddnewslive
@dainikbhaskar
@mib_india
@aroraboylucky
@tvmohandaspai
@yourstoryco
@kabramohit

Top Tweeters in G9:
@chholte
@hubofml
@saragoldrickrab
@scalarhumanity
@carlarjenkins
@cityam
@darwinwoodka
@myahmctear
@uselaine
@kidadaewilliams

Top Tweeters in G10:
@pageman
@ictevangelist
@justusnatuhwera
@stoupasteresa
@literallysmash
@missfield5
@nearpod
@springisd_curr
@kytoy15
@natgeoeducation


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