educhat, Twitter, 4/12/2021 11:15:17 PM, 252722


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educhat_2021-04-12_03-25-38.xlsx
educhat_2021-04-12_03-25-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 12, 2021
Short Description:
educhat via NodeXL https://bit.ly/3295r6i
@edsurge
@jc_james_clark
@rdene915
@stem_ai
@education_24x7
@sparxlearning
@walterindc
@tes
@techwithrhodri
@distancelrnbot

Top hashtags:
#educhat
#education
#edchat
#edtech
#edutwitter
#k12
#sel
#teachers
#teachertwitter

Description:
Description
The graph represents a network of 1,512 Twitter users whose tweets in the requested range contained "educhat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 12 April 2021 at 10:29 UTC.

The requested start date was Monday, 12 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 9-hour, 15-minute period from Monday, 29 March 2021 at 01:01 UTC to Sunday, 11 April 2021 at 10:16 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 : 1512
Unique Edges : 838
Edges With Duplicates : 3228
Total Edges : 4066
Number of Edge Types : 5
Retweet : 1164
MentionsInRetweet : 1413
Tweet : 717
Mentions : 726
Replies to : 46
Self-Loops : 776
Reciprocated Vertex Pair Ratio : 0.0470822281167109
Reciprocated Edge Ratio : 0.0899303356554781
Connected Components : 307
Single-Vertex Connected Components : 131
Maximum Vertices in a Connected Component : 486
Maximum Edges in a Connected Component : 2150
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.345989
Graph Density : 0.000691139754673838
Modularity : 0.390216
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,512 Twitter users whose tweets in the requested range contained "educhat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 12 April 2021 at 10:29 UTC.

The requested start date was Monday, 12 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 9-hour, 15-minute period from Monday, 29 March 2021 at 01:01 UTC to Sunday, 11 April 2021 at 10:16 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 : educhat
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:
[32] https://anchor.fm/rdene915
[27] https://www.rdene915.com/
[26] https://www.amazon.com/dp/1953852033/ref=sr_1_5?crid=1FIGGPW0ZWU66&dchild=1&keywords=rachelle+dene+poth&qid=1606592623&sprefix=rachelle+dene+p,stripbooks,167&sr=8-5
[23] https://www.youtube.com/playlist?list=PL3y85TmZlOLfNZFUQaFOpCPMmEd5jI_jQ

[17] https://www.gettingsmart.com/author/rachelle/
[14] https://thebrickinthewall.buzzsprout.com/
[14] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[12] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[12] https://www.k12prospects.com/?utm_source=twitter&utm_medium=posting-image&utm_campaign=quick-facts&utm_content=textlink
[10] http://www.ascd.org/programs/Emerging-Leaders/Emerging-Leaders.aspx

Top URLs in Tweet in G1:
[3] https://prtimes.jp/main/html/rd/p/000000080.000008167.html
[3] https://web-muchamadekisa.blogspot.com/?m=1
[3] http://simulasidigital-muchamadekisa.blogspot.com/?m=1
[3] https://www.youtube.com/watch?app=desktop&v=0na5swHJUMo
[2] https://www.tes.com/teaching-resource/ks1-days-of-the-week-and-verbs-simple-present-tense-and-daily-routine-12282294
[1] https://trib.al/i0HTLKm
[1] https://www.edutopia.org/article/teaching-students-how-and-when-change-their-minds
[1] https://bit.ly/3rAleFv
[1] https://www.medwaycultureclub.co.uk/event-details/medway-culture-club-online-the-wonder-of-windrush
[1] https://www.edutopia.org/article/headache-helpful-teachers-using-tiktok-classroom

Top URLs in Tweet in G2:
[32] https://anchor.fm/rdene915
[27] https://www.rdene915.com/
[26] https://www.amazon.com/dp/1953852033/ref=sr_1_5?crid=1FIGGPW0ZWU66&dchild=1&keywords=rachelle+dene+poth&qid=1606592623&sprefix=rachelle+dene+p,stripbooks,167&sr=8-5
[23] https://www.youtube.com/playlist?list=PL3y85TmZlOLfNZFUQaFOpCPMmEd5jI_jQ

[16] https://www.gettingsmart.com/author/rachelle/
[14] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[12] https://www.k12prospects.com/?utm_source=twitter&utm_medium=posting-image&utm_campaign=quick-facts&utm_content=textlink
[12] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[9] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[9] https://rockntheboat.com/2021/03/18/student-created-learning-games/

Top URLs in Tweet in G3:
[9] http://www.ascd.org/programs/Emerging-Leaders/Emerging-Leaders.aspx
[6] https://www.robotlab.com/blog/how-young-kids-learn-with-robots?utm_content=155166232&utm_medium=social&utm_source=twitter&hss_channel=tw-1128756116
[4] https://ednote.ecs.org/early-legislative-trends-for-k-12-funding/
[4] https://knowledgeworks.org/resources/grappling-todays-education-tensions/
[4] https://www.robotlab.com/blog/5-ways-how-vr-will-soon-impact-education-process?utm_content=156946587&utm_medium=social&utm_source=twitter&hss_channel=tw-1128756116
[4] https://www.robotlab.com/blog/iot-future-applications-in-k-12-and-higher-education?utm_content=160574739&utm_medium=social&utm_source=twitter&hss_channel=tw-1128756116
[3] https://edtechreview.in/trends-insights/insights/2353-teaching-kids-to-code
[3] https://edtechreview.in/trends-insights/trends/1927-why-the-time-is-now-for-asian-edtech-startups
[3] https://edtechreview.in/e-learning/4609-a-comprehensive-list-of-home-school-resources-curriculum-lesson-plans
[2] https://www.edsurge.com/news/2019-12-05-want-to-support-early-childhood-education-start-with-the-parents

Top URLs in Tweet in G4:
[5] https://teachable.sjv.io/c/2474242/1008268/12646
[5] http://www.schulgelaber.de/
[3] https://schoolreportwriter.com/
[2] https://twitter.com/ClassTechTips/status/1379153872241983493
[2] https://www.nytimes.com/2021/03/17/technology/learning-apps-students.html?utm_campaign=Numerise%20social&utm_content=159820307&utm_medium=social&utm_source=twitter&hss_channel=tw-1287705153412440064
[1] https://www.tes.com/news/blended-learning-8-things-students-say-work?fbclid=IwAR2Ap7x9Muyd45Ng431cFB0LpBoplmkZZfBKmWJstjQyWzkw0L62EVhm8jc&utm_campaign=5%20hours%20campaign&utm_content=159815861&utm_medium=social&utm_source=twitter&hss_channel=tw-3321518189
[1] https://www.tes.com/news/blended-learning-8-things-students-say-work?fbclid=IwAR2Ap7x9Muyd45Ng431cFB0LpBoplmkZZfBKmWJstjQyWzkw0L62EVhm8jc&utm_campaign=5%20hours%20campaign&utm_content=159816537&utm_medium=social&utm_source=twitter&hss_channel=tw-3321518189
[1] https://www.tes.com/news/adult-education-skills-covid-benefits-lifelong-learning-go-beyond-economy-boost?utm_campaign=5%20hours%20campaign&utm_content=159817877&utm_medium=social&utm_source=twitter&hss_channel=tw-3321518189
[1] https://www.tes.com/news/plea-protect-brave-anxious-teachers-covid?utm_campaign=5%20hours%20campaign&utm_content=160753744&utm_medium=social&utm_source=twitter&hss_channel=tw-3321518189
[1] https://sparx.co.uk/5-reasons-why-writing-down-workings-is-vital-to-learning-even-when-you-are-working-online/

Top URLs in Tweet in G5:
[8] https://www.edsurge.com/news/2019-07-13-reaching-the-quiet-kids-in-class?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[4] https://www.edsurge.com/news/2021-03-15-ai-is-changing-the-workforce-at-this-district-it-s-changing-the-curriculum-too?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[3] https://www.edsurge.com/news/2019-09-24-the-challenge-of-teaching-news-literacy?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[3] https://www.edsurge.com/news/2021-03-22-how-much-does-the-u-s-spend-on-edtech-no-one-knows-and-that-s-a-problem?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[3] https://www.edsurge.com/news/2021-03-30-this-middle-school-engaged-struggling-students-and-gave-them-a-voice-in-a-virtual-world?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[2] https://www.edsurge.com/news/2021-03-24-how-these-districts-prioritized-relationships-and-social-emotional-support-during-the-pandemic?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[2] https://www.edsurge.com/news/2021-03-25-educator-voice-is-essential-to-meeting-today-s-challenges-here-s-how-we-re-highlighting-it?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[2] https://www.edsurge.com/news/2021-03-10-how-three-nonprofits-are-connecting-kids-with-diverse-mentors-during-the-pandemic?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[2] https://www.edsurge.com/news/2021-03-30-what-do-today-s-kids-need-for-tomorrow-s-world-more-than-tech-and-academics?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[2] https://www.edsurge.com/news/2020-02-24-test-anxiety-is-crippling-students-giving-them-a-breather-can-help?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com

Top URLs in Tweet in G6:
[2] https://www.savvas.com/index.cfm?locator=PS2rWo
[2] https://savvas.zoom.us/webinar/register/WN_9b7OPC7uQA-WAiWWym5cMQ?hsamp_network=twitter&hsamp=bG3f13SPaWZEr
[1] https://register.gotowebinar.com/register/2859411236044550925
[1] https://www.savvas.com/index.cfm?locator=PS3aN9&utm_source=DM&utm_medium=email&utm_campaign=7010W000002L7GWQA0&cmpid=7010W000002L7GWQA0&GA_RIID=8303969412
[1] https://twitter.com/SIOPModel/status/1311721107611889666
[1] https://twitter.com/SavvasLearning/status/1378664026033508352
[1] https://twitter.com/teacher2teacher/status/1371959581044215808
[1] https://twitter.com/regieroutman/status/1377756360515878917
[1] https://www.savvas.com/index.cfm?locator=PS3z31
[1] https://zoom.us/webinar/register/1116147144040/WN_KKZYYwoRTNuQj7XD5OS5xA?t=1617723129844

Top URLs in Tweet in G7:
[2] https://www.edutopia.org/article/5-ways-build-resilience-students
[2] https://www.edutopia.org/article/4-relationship-building-strategies-help-finish-school-year-strong
[1] https://www.edweek.org/leadership/opinion-want-to-tackle-learning-loss-first-listen-to-your-students/2021/03
[1] https://www.nbcnews.com/health/health-news/cdc-relaxes-distance-requirements-schools-6-3-feet-n1261527
[1] https://www.edutopia.org/article/5-tips-center-student-wellness-during-school-reentry
[1] https://exclusive.multibriefs.com/content/outdoor-learning-improves-engagement-and-mental-health/education
[1] https://soundcloud.com/user-547194993/episode-7-sel-lab-dr-maurice

Top URLs in Tweet in G8:
[10] https://www.open.ac.uk/projects/leading-online-learning/
[5] https://reading.onlinesurveys.ac.uk/covid_survey_2021survey.https://reading.onlinesurveys.ac.uk/covid_survey_2021pls
[1] https://bridges.monash.edu/articles/report/_/14234009
[1] https://twitter.com/MonashQProject/status/1376639385165172738

Top URLs in Tweet in G9:
[1] https://www.linkedin.com/pulse/digital-classroom-tomorrow-rhodri-thomas-smith/?trackingId=NOk5YgbLRaCMDzuNNpI8KQ%3D%3D
[1] https://www.linkedin.com/posts/rhodri-thomas-smith-53aa05204_edtech-education-educhat-activity-6782387453740269568-N6cW

Top URLs in Tweet in G10:
[1] https://linktr.ee/prideandlessprejudice
[1] https://twitter.com/DrSubini/status/1376894075534647297
[1] https://us02web.zoom.us/meeting/register/tZIqfu2rqzwsGNQxRNagIDrcghGjLfZgdLO1
[1] https://twitter.com/nbacares/status/1377289584460107779
[1] https://tinyletter.com/TriciaUWC/letters/spring-into-allyship

Top Domains
Top Domains in Tweet in Entire Graph:
[103] twitter.com
[66] youtube.com
[66] k12prospects.com
[60] co.uk
[53] edsurge.com
[44] amazon.com
[34] anchor.fm
[32] robotlab.com
[30] edtechreview.in
[27] rdene915.com

Top Domains in Tweet in G1:
[20] twitter.com
[10] teacherspayteachers.com
[6] blogspot.com
[5] co.uk
[4] youtube.com
[3] edutopia.org
[3] prtimes.jp
[3] tes.com
[2] ethics.community
[2] icomprehensive.com

Top Domains in Tweet in G2:
[66] k12prospects.com
[42] youtube.com
[40] amazon.com
[32] anchor.fm
[27] rdene915.com
[22] gettingsmart.com
[12] definedstem.com
[11] google.com
[9] rockntheboat.com
[8] gotowebinar.com

Top Domains in Tweet in G3:
[30] robotlab.com
[30] edtechreview.in
[9] ascd.org
[4] ecs.org
[4] knowledgeworks.org
[3] twitter.com
[3] edulastic.com
[2] edsurge.com
[2] mckinsey.com
[2] boardroom.global

Top Domains in Tweet in G4:
[6] tes.com
[5] twitter.com
[5] sjv.io
[5] schulgelaber.de
[3] co.uk
[3] schoolreportwriter.com
[2] nytimes.com
[1] brookings.edu
[1] youtu.be
[1] news24.com

Top Domains in Tweet in G5:
[50] edsurge.com

Top Domains in Tweet in G6:
[5] twitter.com
[4] savvas.com
[3] zoom.us
[1] gotowebinar.com
[1] wp.me
[1] youtube.com

Top Domains in Tweet in G7:
[5] edutopia.org
[1] edweek.org
[1] nbcnews.com
[1] multibriefs.com
[1] soundcloud.com

Top Domains in Tweet in G8:
[15] ac.uk
[1] monash.edu
[1] twitter.com

Top Domains in Tweet in G9:
[2] linkedin.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] linktr.ee
[1] zoom.us
[1] tinyletter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1307] educhat
[477] education
[323] edchat
[317] edtech
[293] edutwitter
[253] k12
[154] sel
[136] teachers
[103] teachertwitter
[98] educators



Top Hashtags in Tweet in G1:
[154] educhat
[44] edutwitter
[32] education
[15] teachers
[14] edchat
[12] teachertwitter
[11] virtuallearning
[10] edtech
[10] biology
[10] bio

Top Hashtags in Tweet in G2:
[298] educhat
[206] education
[188] k12
[145] edtech
[129] edchat
[114] sel
[60] ntchat
[56] hybridlearning
[54] principais
[46] edutwitter

Top Hashtags in Tweet in G3:
[94] educhat
[69] edtech
[59] edchat
[42] education
[29] ascdl2l
[26] edreform
[26] k12
[24] highered
[19] edadmin
[19] edleadership

Top Hashtags in Tweet in G4:
[68] educhat
[30] stem
[18] edtech
[14] onted
[14] cdnedchat
[14] physed
[14] pechat
[14] pegeeks
[14] ibmyp
[14] ibpyp

Top Hashtags in Tweet in G5:
[55] educhat
[9] k12
[9] teaching
[8] sel
[7] sponsoredcontent
[4] ai
[3] equity
[3] newsliteracy
[3] edtech
[2] pandemic

Top Hashtags in Tweet in G6:
[25] educhat
[20] k12
[14] edchat
[13] coteachat
[10] ellchat
[10] edtech
[9] ellchat_bkclub
[6] ell
[5] siop
[3] eal

Top Hashtags in Tweet in G7:
[9] educhat
[1] edleadership
[1] edadmin
[1] teacherpd
[1] parents
[1] sel
[1] students

Top Hashtags in Tweet in G8:
[15] headteachers
[7] educhat
[6] education
[5] leadership
[5] eis2021
[5] research

Top Hashtags in Tweet in G9:
[3] edtech
[2] education
[2] educhat
[1] edutwitter
[1] pleasert
[1] welshed
[1] educationwales
[1] hwbcymru
[1] hwbnews

Top Hashtags in Tweet in G10:
[17] queer_educhat
[3] lgbtqed
[2] teachpride
[1] ellchat
[1] whiteprivilege
[1] internationalschools
[1] dei_educhat
[1] teachsdgs
[1] lgbtqia

Top Words
Top Words in Tweet in Entire Graph:
[1306] #educhat
[477] #education
[324] #edchat
[317] #edtech
[293] #edutwitter
[253] #k12
[247] students
[204] more
[185] learning
[175] school

Top Words in Tweet in G1:
[153] #educhat
[44] #edutwitter
[32] #education
[20] students
[17] school
[15] learning
[15] #teachers
[14] help
[14] #edchat
[13] teaching

Top Words in Tweet in G2:
[298] #educhat
[206] #education
[188] #k12
[163] rdene915
[145] #edtech
[129] #edchat
[114] #sel
[104] check
[86] book
[84] guest

Top Words in Tweet in G3:
[94] #educhat
[69] #edtech
[59] #edchat
[43] learn
[43] walterindc
[42] #education
[40] ascd
[40] emerging
[38] being
[37] 2021

Top Words in Tweet in G4:
[68] #educhat
[30] #stem
[19] maths
[18] #edtech
[14] #onted
[14] #cdnedchat
[14] #physed
[14] #pechat
[14] #pegeeks
[14] #ibmyp

Top Words in Tweet in G5:
[55] #educhat
[44] edsurge
[20] students
[18] school
[13] 2019
[11] work
[11] knowledge
[11] year
[10] actually
[10] stepping

Top Words in Tweet in G6:
[25] #educhat
[21] siopmodel
[20] #k12
[19] siop
[17] english
[14] learners
[14] #edchat
[13] #coteachat
[12] ideas
[11] valentinaesl

Top Words in Tweet in G7:
[34] many
[23] students
[21] selinschools
[19] year
[18] children
[18] pandemic
[17] past
[17] brought
[17] difficulties
[17] disruption

Top Words in Tweet in G8:
[29] leading
[29] learning
[23] drjacquebaxter
[22] covid
[20] survey
[19] headteachers
[19] complete
[19] 10
[19] min
[19] project

Top Words in Tweet in G9:
[13] digital
[13] literacy
[13] strategy
[7] looking
[6] vision
[6] cubitt
[6] town
[5] techwithrhodri
[3] #edtech
[2] #education

Top Words in Tweet in G10:
[36] back
[21] join
[21] april
[17] #queer_educhat
[12] kruu_justin
[12] again
[12] next
[12] friday
[12] 16th
[12] 7pm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[150] #education,#educhat
[147] #edchat,#educhat
[112] #edutwitter,#educhat
[111] #educhat,#k12
[79] true,story
[68] #educhat,#edutwitter
[62] guest,blog
[62] learn,more
[61] #educhat,#education
[47] book,study

Top Word Pairs in Tweet in G1:
[23] #edutwitter,#educhat
[10] #bio,#apbio
[10] #apbio,#biochat
[10] #biochat,#tuesdaymorning
[10] #tuesdaymorning,#tuesdayvibes
[10] #tuesdayvibes,#tuesdaymotivation
[10] #tuesdaymotivation,#tuesdaythoughts
[10] #tuesdaythoughts,#tuesday
[10] #tuesday,#googleclassroom
[10] #googleclassroom,#hybridlearning

Top Word Pairs in Tweet in G2:
[85] #educhat,#k12
[85] #education,#educhat
[60] true,story
[57] guest,blog
[43] book,study
[43] book,unconventional
[43] unconventional,ways
[41] #edchat,#educhat
[40] #k12,#educhat
[34] great,time

Top Word Pairs in Tweet in G3:
[41] #edchat,#educhat
[40] ascd,emerging
[36] learn,more
[35] nominations,2021
[35] 2021,class
[35] class,ascd
[35] emerging,leaders
[35] leaders,being
[35] being,accepted
[35] accepted,learn

Top Word Pairs in Tweet in G4:
[14] #onted,#cdnedchat
[14] #cdnedchat,#physed
[14] #physed,#pechat
[14] #pechat,#pegeeks
[14] #pegeeks,#ibmyp
[14] #ibmyp,#ibpyp
[14] #ibpyp,#ibdp
[14] #ibdp,#scichat
[14] #scichat,#aussieed
[12] #engchat,#mathchat

Top Word Pairs in Tweet in G5:
[10] actually,stepping
[10] stepping,back
[10] back,saying
[10] saying,content
[10] content,knowledge
[10] knowledge,aside
[10] aside,things
[10] things,young
[10] young,people
[10] 2019,#educhat

Top Word Pairs in Tweet in G6:
[14] english,learners
[13] #educhat,#k12
[11] #k12,#coteachat
[10] great,ideas
[10] ideas,valentinaesl
[10] valentinaesl,advocate
[10] advocate,english
[10] learners,#educhat
[10] #coteachat,#edchat
[10] #edchat,#edtech

Top Word Pairs in Tweet in G7:
[17] many,children
[17] children,past
[17] past,year
[17] year,pandemic
[17] pandemic,brought
[17] brought,many
[17] many,difficulties
[17] difficulties,disruption
[17] disruption,daily
[17] daily,lives

Top Word Pairs in Tweet in G8:
[19] headteachers,complete
[19] complete,10
[19] 10,min
[19] min,survey
[19] survey,project
[19] project,leading
[19] leading,online
[19] online,learning
[19] secondary,schools
[15] covid,beyond

Top Word Pairs in Tweet in G9:
[13] digital,literacy
[13] literacy,strategy
[7] looking,digital
[6] strategy,vision
[6] vision,digital
[6] strategy,cubitt
[6] cubitt,town
[5] techwithrhodri,looking
[2] #education,#educhat

Top Word Pairs in Tweet in G10:
[24] back,back
[12] kruu_justin,#queer_educhat
[12] #queer_educhat,back
[12] back,again
[12] again,join
[12] join,next
[12] next,friday
[12] friday,april
[12] april,16th
[12] 16th,7pm

Top Replied-To
Top Replied-To in Entire Graph:
@playosmo
@ssireview
@asaecenter
@mckinseydigital
@foreignkentucky
@prestonedu1
@pewresearch
@inc
@gloucsacademy
@shampoozil

Top Replied-To in G2:
@teainfo
@jenngiron919

Top Replied-To in G3:
@mckinseydigital
@asaecenter
@ssireview
@shampoozil
@pewresearch
@edcommission
@edutopia
@edsurge
@knowledgeworks
@theboardroommag

Top Replied-To in G4:
@gloucsacademy

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@thriveinedu
@k12prospects
@walterindc
@edsurge
@buncee
@ascd
@sharemylesson
@mstaricoff
@kidlittv_nyc

Top Mentioned in G1:
@nautilusedu
@mradampe
@2peasandadog
@theaddisonpate
@kaitlinugolik

Top Mentioned in G2:
@rdene915
@thriveinedu
@k12prospects
@buncee
@edumatchbooks
@getting_smart
@tcea
@steinbrinklaura
@definedstem
@walterindc

Top Mentioned in G3:
@walterindc
@ascd
@etr_in
@robotlabinc
@rdene915
@ascdcommunities
@onenoteteachers
@web20classroom
@edcommission
@knowledgeworks

Top Mentioned in G4:
@sparxlearning
@tes
@schulgelaber
@numerise_
@rdene915
@laurence_myers
@etsy
@gaclassof_2025
@schoolrptwriter
@srikant66044036

Top Mentioned in G5:
@edsurge
@peardeck
@samsungedu
@mizuko
@rdene915

Top Mentioned in G6:
@siopmodel
@valentinaesl
@allyteacherells
@tankhuynh
@lnickelsen1
@jechev
@s
@toppel_eld
@mrsparkshine
@savvaslearning

Top Mentioned in G7:
@selinschools
@edutopia
@learningforward
@secdlab
@edu
@educationweek
@researchpress
@artsintedu

Top Mentioned in G8:
@drjacquebaxter
@blakeacutler
@mededclare
@suzanneculshaw
@drmegancrawford
@drrlofthouse
@drbartrienties
@nahtnews
@oubschool
@managementined

Top Mentioned in G9:
@techwithrhodri
@cubitttownjuni1
@_thepartnership
@towerhamletsnow
@lgfl
@tesstwilly
@branwenjeffreys
@googleforedu
@guardianedu
@tes

Top Mentioned in G10:
@kruu_justin
@emilymeadowsorg
@lessprejudice
@victoriathetech
@lennonaudrain
@dafronczak
@codymillerela
@ethantrinh14
@mxosborn
@mx_collins

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@femtech_
@viralvideovlogs
@prtimes_news
@tmobile
@discord
@skynews
@researchmrx
@hubofml
@nytimes

Top Tweeters in G1:
@prtimes_news
@naganonews
@prtimes_life
@wmr_tokyo
@agoraabierta
@ictenews
@higheredsurge
@kaitlinugolik
@berghahnbooks
@tomohitoy

Top Tweeters in G2:
@flipgrid
@iamdrwill
@newsneus
@education_24x7
@godfrey_g_
@rdene915
@shellterrell
@pyscalellc
@buncee
@markj_ohnson

Top Tweeters in G3:
@researchmrx
@hubofml
@bycardenadenis
@fabriciosx
@inc
@mssackstein
@scalarhumanity
@calefybtech
@vrretweeter
@iot_technojeder

Top Tweeters in G4:
@skynews
@nytimes
@news24
@thedrum
@bot_twlehrerz
@edchateu
@thebookseller
@tes
@thebodycoach
@stem_ai

Top Tweeters in G5:
@ilovebooks786
@reygarbernal
@edsurge
@danielscarvalho
@ericharvieschl
@peardeck
@basdjacksilva
@educate4ward
@jeremyjhilbert
@kmwassmuth

Top Tweeters in G6:
@valentinaesl
@toppel_eld
@tankhuynh
@ariquetti
@howie7951
@awesomescience
@siopmodel
@savvaslearning
@allyteacherells
@mrsparkshine

Top Tweeters in G7:
@educationweek
@ivdacruz
@edutopia
@geofex
@dramygriffin
@tesol
@learningforward
@moiseanpebe
@maryallegra28
@moody39504347

Top Tweeters in G8:
@drrlofthouse
@suzanneculshaw
@mededclare
@drjacquebaxter
@nahtnews
@drmegancrawford
@bikerwise
@pcampbell91
@edupolicyinst
@smithre5

Top Tweeters in G9:
@thetimes
@twinklresources
@educationgovuk
@towerhamletsnow
@guardianedu
@childcomwales
@_thepartnership
@googleforedu
@educationscot
@bbceducation

Top Tweeters in G10:
@margymaclibrary
@edifiedlistener
@klbeasley
@ilenewinokur
@victoriathetech
@tricia_fried
@codymillerela
@poetpedagogue
@josemedinajr89
@lennonaudrain


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