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educhat_2021-11-29_03-01-35.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2021
Short Description:
educhat via NodeXL https://bit.ly/3D3C84X
@rdene915
@tcea
@education_24x7
@scalarhumanity
@jc_james_clark
@sharemylesson
@mrnunesteach
@letsquitteachin
@happy2hostedu
@markj_ohnson

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

Description:
Description
The graph represents a network of 1,269 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, 29 November 2021 at 11:04 UTC.

The requested start date was Monday, 29 November 2021 at 01:01 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, 23-hour, 43-minute period from Monday, 15 November 2021 at 01:03 UTC to Monday, 29 November 2021 at 00:46 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 : 1269
Unique Edges : 837
Edges With Duplicates : 2919
Total Edges : 3756
Number of Edge Types : 5
Retweet : 1051
MentionsInRetweet : 1492
Tweet : 504
Mentions : 681
Replies to : 28
Self-Loops : 529
Reciprocated Vertex Pair Ratio : 0.0656185919343814
Reciprocated Edge Ratio : 0.123155869146889
Connected Components : 225
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 525
Maximum Edges in a Connected Component : 2291
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.646921
Graph Density : 0.000968869399636565
Modularity : 0.396677
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,269 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, 29 November 2021 at 11:04 UTC.

The requested start date was Monday, 29 November 2021 at 01:01 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, 23-hour, 43-minute period from Monday, 15 November 2021 at 01:03 UTC to Monday, 29 November 2021 at 00:46 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:
[72] https://www.rdene915.com/
[23] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[16] https://anchor.fm/rdene915
[14] https://spark.adobe.com/page/rxsvzB6Ve27vw/
[13] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[11] https://www.gettingsmart.com/2021/11/15/how-to-build-meaningful-learning-experiences-while-tutoring-online-tips-from-online-esl-teachers/
[10] https://www.gettingsmart.com/author/rachelle/
[10] http://www.loveinabigworld.org/
[9] https://www.teacherspayteachers.com:443/Sellers-Im-Following/Add/Teachheath
[8] https://www.gettingsmart.com/2021/11/04/personal-space-for-safety-wellness-and-autonomy/

Top URLs in Tweet in G1:
[72] https://www.rdene915.com/
[22] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[16] https://anchor.fm/rdene915
[13] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[11] https://www.gettingsmart.com/2021/11/15/how-to-build-meaningful-learning-experiences-while-tutoring-online-tips-from-online-esl-teachers/
[10] https://www.gettingsmart.com/author/rachelle/
[8] https://www.gettingsmart.com/2021/11/02/fear-factor-overcoming-the-awkwardness-of-asking-for-help/
[8] https://www.gettingsmart.com/2021/11/04/personal-space-for-safety-wellness-and-autonomy/
[7] https://www.gettingsmart.com/2021/11/18/connecting-to-nature-is-essential-to-our-well-being/
[7] https://www.gettingsmart.com/2021/11/12/ai-in-the-world-how-can-we-prepare-our-students/

Top URLs in Tweet in G2:
[2] https://convention.tcea.org/
[1] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/

Top URLs in Tweet in G3:
[3] https://www.mentoringthemiddle.co.uk/
[3] https://www.tes.com/teaching-resource/ks1-days-of-the-week-and-verbs-simple-present-tense-and-daily-routine-12282294
[2] https://basegreenacademy.co.uk/pre-hospital-care-courses/
[1] https://anti-bullyingalliance.org.uk/anti-bullying-week/school-resources
[1] https://www.harperacademic.com/pages/onlinepermission2020/
[1] https://www.youtube.com/watch?v=7Y6iOThoSJI&t=4s

[1] https://allisontait.com/more-about-maps/
[1] https://allisontait.com/kingdoms-castles-secret-societies/
[1] https://www.ics-funding.co.uk/
[1] https://toistudent.timesofindia.indiatimes.com/

Top URLs in Tweet in G4:
[4] https://sharemylesson.com/collections/thanksgiving-lesson-plans-and-resources?topic=2122740#resources
[4] https://sharemylesson.com/teaching-resource/mindfulness-and-yoga-grand-love-400160
[4] https://journeysinfilm.org/product/landfill-harmonic/
[3] https://sharemylesson.com/teaching-resource/acknowledging-indigenous-peoples
[2] https://sharemylesson.com/teaching-resource/narrative-techniques-using-hyperdoocs-template-can-be-used-part-more-involved
[2] https://sharemylesson.com/collections/winter-holiday-activities-and-resources?topic=2122778#resources
[2] https://sharemylesson.com/tntl/what-is-critical-race-theory
[2] https://journeysinfilm.us13.list-manage.com/subscribe?u=bc257e7598c367cc4848844a1&id=665b08c2a1
[1] https://sharemylesson.com/blog/student-pandemic-trauma
[1] https://sharemylesson.com/teaching-resource/what-exactly-food-sovereignty-400127

Top URLs in Tweet in G5:
[4] https://anchor.fm/robert-knowles3
[3] https://www.linkedin.com/slink?code=duiVXdjY
[2] https://youtu.be/TmVzUOb4-wU
[1] https://twitter.com/ajbianco/status/1460753760393875462
[1] https://twitter.com/mjjohnson1216/status/1462441948606828546
[1] https://twitter.com/achievethecore/status/1463302361691131904
[1] https://twitter.com/mjjohnson1216/status/1460049660924633089
[1] https://fb.watch/9rUbL2CAQj/
[1] https://calendly.com/knowlesrpbpodcast
[1] https://www.linkedin.com/slink?code=dwWeMtYV

Top URLs in Tweet in G6:
[3] https://www.yesfutures.org/post/what-are-schools-doing-to-meet-ofsted-s-personal-development-framework
[2] https://www.bbc.com/news/uk-northern-ireland-59353305
[2] https://www.mirror.co.uk/news/uk-news/teacher-fired-after-telling-ofsted-24578171
[2] https://www.youtube.com/watch?v=0hOUR0Aykcw&feature=youtu.be

[2] https://www.yesfutures.org/rising-futures
[2] https://www.yesfutures.org/post/teaching-kindness-in-the-classroom
[1] https://www.france24.com/en/20190601-ghana-social-media-teaching-dance
[1] https://www.theguardian.com/education/2021/jun/29/only-5-of-state-school-governors-in-england-from-ethnic-minorities-report
[1] https://r4j68.app.goo.gl/?link=https%3A%2F%2Fwww.podbean.com%2Fmedia%2Fshare%2Fpb-tuuwv-10f1de5&utm_campaign=a_share_ep&utm_source=a_share&utm_medium=dlink&ct=a_share_ep&imv=670&amv=530&isi=973361050&ibi=com.podbean.app.podcast&ipbi=com.podbean.app.podcast&apn=com.podbean.app.podcast
[1] https://www.tes.com/news/teacher-wellbeing-mental-health-workload-how-make-it-christmas-without-burnout

Top URLs in Tweet in G7:
[9] https://www.teacherspayteachers.com:443/Sellers-Im-Following/Add/Teachheath
[2] https://www.teacherspayteachers.com/Login?f=/Sellers-Im-Following/Add/Teachheath
[1] https://letsquitteaching.com/the-real-job-of-school-leadership-being-the-line-leader/(opens
[1] in
[1] a
[1] new
[1] tab)
[1] https://docs.google.com/forms/d/e/1FAIpQLSfAB9a3x2Q0yUfL-1TJM4wC1KtBvUyhduG6Q3F1Y7HQ9Tb0zQ/viewform?usp=send_form

Top URLs in Tweet in G8:
[2] https://edtechdemo.ucst.uk/news-views/case-studies/artmid/885/articleid/6/moving-from-establishing-a-distance-learning-platform-to-offering-longer-term-strategic-support-to-adopt-a-sustainable-solution-for-staff-collaboration
[2] https://edtechdemo.ucst.uk/events/event-recordings/national-webinar-series
[1] https://g.co/Edu/DiverseEdTech
[1] https://www.eventbrite.co.uk/e/the-serverless-school-is-it-really-possible-tickets-176611438567?aff=23NovTwitter
[1] https://www.eventbrite.co.uk/e/tools-to-support-eal-pupils-students-and-parents-tickets-176633685107?aff=25NovTwitter
[1] https://edtechdemo.ucst.uk/news-views/case-studies/artmid/885/articleid/2/support-with-using-technology-for-a-range-of-objectives-including-to-reduce-staff-workload
[1] https://edtechdemo.ucst.uk/news-views/case-studies/artmid/885/articleid/12/blended-learning-upskilling-staff-and-adapting-our-school-infrastructure
[1] https://vimeo.com/649423035

Top URLs in Tweet in G9:
[4] https://www.thequeermathematicsteacher.com/uncategorized/a-childhood-refrain-some-reflection-and-a-wish-for-each-of-you/
[3] http://www.thequeermathematicsteacher.com/visions/
[1] https://twitter.com/the_qmt/status/1460660186180460546
[1] https://www.thecomingoutmonologuespodcast.com/
[1] https://twitter.com/tricia_fried/status/1460338060332187652
[1] https://www.berghahnbooks.com/title/TanuGrowing
[1] https://twitter.com/berghahnbooks/status/1460730943732424704
[1] https://twitter.com/ciseducation/status/1460608683033960460

Top URLs in Tweet in G10:
[5] https://www.earlyyearseducator.co.uk/news/article/december-eye-issue-believe-it-when-you-see-it
[1] https://www.earlyyearseducator.co.uk/features/article/opinion-only-the-beginning?utm_medium=Social&utm_source=Twitter#Echobox=1637843619
[1] https://www.earlyyearseducator.co.uk/news/article/dfe-looking-for-degree-level-practitioners-for-mentoring-programme?utm_medium=Social&utm_source=Twitter#Echobox=1637085903-1
[1] https://www.earlyyearseducator.co.uk/features/article/best-practice-expressive-arts-and-active-play?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1637321694
[1] https://www.earlyyearseducator.co.uk/news/article/december-eye-issue-believe-it-when-you-see-it?utm_medium=Social&utm_source=Twitter#Echobox=1637852036
[1] https://www.earlyyearseducator.co.uk/practical/article/literacy-stick-man?utm_medium=Social&utm_source=Twitter#Echobox=1637852276
[1] https://www.earlyyearseducator.co.uk/news/article/new-early-years-funding-rates-for-councils-increase-not-enough-to-cover-costs-warns-sector?utm_medium=Social&utm_source=Twitter#Echobox=1637936614
[1] https://www.earlyyearseducator.co.uk/news/article/impact-of-covid-19-on-early-years-could-harm-health-of-a-generation-new-report-suggests?utm_medium=Social&utm_source=Twitter#Echobox=1637936785
[1] https://www.earlyyearseducator.co.uk/features/article/parent-partnerships-happier-parents-happier-educators-better-early-education?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1637241645
[1] https://www.earlyyearseducator.co.uk/news/article/urgent-reform-of-the-30-hours-funding-needed-to-bridge-attainment-gap-in-disadvantaged-children?utm_medium=Social&utm_source=Twitter#Echobox=1637241898

Top Domains
Top Domains in Tweet in Entire Graph:
[83] twitter.com
[73] rdene915.com
[71] co.uk
[57] gettingsmart.com
[27] sharemylesson.com
[25] google.com
[23] definedstem.com
[22] youtube.com
[21] anchor.fm
[20] edtechreview.in

Top Domains in Tweet in G1:
[73] rdene915.com
[57] gettingsmart.com
[22] definedstem.com
[19] pscp.tv
[16] google.com
[16] anchor.fm
[9] twitter.com
[9] spacesedu.com
[9] insidehighered.com
[6] youtube.com

Top Domains in Tweet in G2:
[2] tcea.org
[1] definedstem.com

Top Domains in Tweet in G3:
[8] co.uk
[6] twitter.com
[3] udemy.com
[3] buffer.com
[3] tes.com
[2] allisontait.com
[2] internationalschoolleadership.com
[2] teachermagazine.com
[2] blogspot.com
[2] ac.uk

Top Domains in Tweet in G4:
[27] sharemylesson.com
[4] journeysinfilm.org
[3] twitter.com
[2] list-manage.com
[1] youtu.be

Top Domains in Tweet in G5:
[6] linkedin.com
[4] twitter.com
[4] anchor.fm
[2] youtu.be
[1] fb.watch
[1] calendly.com
[1] teacherlists.com

Top Domains in Tweet in G6:
[7] yesfutures.org
[2] bbc.com
[2] co.uk
[2] youtube.com
[1] france24.com
[1] theguardian.com
[1] goo.gl
[1] tes.com
[1] activehosted.com
[1] twitter.com

Top Domains in Tweet in G7:
[11] teacherspayteachers.com
[1] letsquitteaching.com
[1] google.com

Top Domains in Tweet in G8:
[6] ucst.uk
[2] co.uk
[1] g.co
[1] vimeo.com

Top Domains in Tweet in G9:
[7] thequeermathematicsteacher.com
[4] twitter.com
[1] thecomingoutmonologuespodcast.com
[1] berghahnbooks.com

Top Domains in Tweet in G10:
[17] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1083] educhat
[413] education
[314] edutwitter
[304] k12
[302] edtech
[177] sel
[159] edchat
[114] teachers
[84] teachertwitter
[77] teaching



Top Hashtags in Tweet in G1:
[260] educhat
[242] education
[190] k12
[160] edtech
[132] sel
[61] ai
[49] stem
[43] pbl
[40] teaching
[27] edutwitter

Top Hashtags in Tweet in G2:
[94] educhat
[93] edtech
[92] edutwitter
[91] k12
[6] tcea22
[3] teachertwitter
[3] educoach
[2] educationalquote
[2] educators
[1] education

Top Hashtags in Tweet in G3:
[106] educhat
[35] edutwitter
[28] education
[19] edchat
[18] teachers
[17] teachertwitter
[10] edu
[9] teaching
[8] teacher
[7] edtech

Top Hashtags in Tweet in G4:
[39] edchat
[39] educhat
[26] distancelearning
[21] covid19
[20] hanukkah
[14] thanksgiving
[12] k12
[12] sel
[10] nativeamericanheritagemonth
[8] yoga

Top Hashtags in Tweet in G5:
[20] educhat
[9] teachers
[9] bookcamppd
[8] edutwitter
[6] edchat
[6] edleaders
[6] edu
[6] education
[5] 100stopseries
[5] academictwitter

Top Hashtags in Tweet in G6:
[34] educhat
[20] edutwitter
[8] ofsted
[6] studentwellbeing
[5] education
[4] schools
[4] studentsupport
[4] resilience
[3] mentalhealth
[3] children

Top Hashtags in Tweet in G7:
[22] educhat
[21] leadupchat
[16] satchat
[16] grinch
[14] nt2t
[14] edugladiators
[14] 822chat
[10] satchateu
[8] pd4uandme
[6] leadlap

Top Hashtags in Tweet in G8:
[14] edtechdemonstrators
[12] webinar
[10] educhat
[8] teachers
[5] severlessschools
[4] supported
[4] digital
[4] support
[4] teacherchat
[2] lastchance

Top Hashtags in Tweet in G9:
[10] lgbtqyouth
[10] math
[9] mathed
[6] lgbtq
[6] virtualpd
[5] iteachmath
[5] mtbos
[5] queer_educhat
[4] teachpride
[2] intled

Top Hashtags in Tweet in G10:
[21] eybluk
[16] eymatters
[13] eytalking
[13] teamearlychildhood
[13] keyu
[13] eyshare
[13] eytagteam
[13] educhat
[13] eyfs
[13] eysharing

Top Words
Top Words in Tweet in Entire Graph:
[1083] #educhat
[413] #education
[314] #edutwitter
[304] #k12
[302] #edtech
[300] rdene915
[186] students
[177] #sel
[175] school
[159] #edchat

Top Words in Tweet in G1:
[299] rdene915
[260] #educhat
[242] #education
[190] #k12
[160] #edtech
[146] thriveinedu
[132] #sel
[130] guest
[82] chat
[74] blog

Top Words in Tweet in G2:
[94] #educhat
[93] #edtech
[92] #edutwitter
[91] common
[91] file
[91] extensions
[91] daydream
[91] #k12
[91] tcea
[12] friends

Top Words in Tweet in G3:
[106] #educhat
[35] #edutwitter
[28] #education
[19] #edchat
[18] #teachers
[17] #teachertwitter
[14] teachers
[11] school
[10] year
[10] #edu

Top Words in Tweet in G4:
[64] sharemylesson
[49] students
[46] free
[39] #edchat
[39] #educhat
[28] lesson
[27] use
[27] aftunion
[26] #distancelearning
[26] aftteach

Top Words in Tweet in G5:
[20] #educhat
[16] pushboundedu
[12] pb
[12] podcast
[10] teachers
[9] #teachers
[9] 100
[9] nonsense
[9] things
[9] stop

Top Words in Tweet in G6:
[34] #educhat
[20] #edutwitter
[9] school
[9] schools
[9] framework
[6] shared
[6] #studentwellbeing
[5] #education
[5] really
[5] resources

Top Words in Tweet in G7:
[22] #educhat
[21] #leadupchat
[16] #satchat
[16] #grinch
[14] #nt2t
[14] #edugladiators
[14] #822chat
[12] students
[11] free
[10] #satchateu

Top Words in Tweet in G8:
[28] peer
[24] still
[22] edtechdemo
[16] help
[14] need
[14] convincing
[14] #edtechdemonstrators
[14] discover
[14] support
[13] school

Top Words in Tweet in G9:
[15] one
[12] international
[12] school
[11] re
[11] lgbtq
[11] educator
[11] willing
[11] share
[11] coming
[11] story

Top Words in Tweet in G10:
[30] eyeearlyed
[21] news
[21] #eybluk
[16] #eymatters
[13] #eytalking
[13] #teamearlychildhood
[13] #keyu
[13] #eyshare
[13] #eytagteam
[13] #educhat

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[185] #educhat,#k12
[174] #education,#educhat
[130] #edtech,#educhat
[98] #k12,#edutwitter
[96] #edutwitter,#educhat
[95] common,file
[95] file,extensions
[95] extensions,daydream
[95] daydream,#edtech
[92] tcea,common

Top Word Pairs in Tweet in G1:
[129] #education,#educhat
[91] #educhat,#k12
[62] #sel,#edtech
[50] rdene915,mjmcalliwrites
[46] guest,blogs
[46] #edtech,#k12
[46] #k12,#sel
[44] miss,chat
[41] catch,rdene915
[37] today,#education

Top Word Pairs in Tweet in G2:
[91] common,file
[91] file,extensions
[91] extensions,daydream
[91] daydream,#edtech
[91] #edtech,#educhat
[91] #educhat,#k12
[91] #k12,#edutwitter
[88] tcea,common
[6] early,bird
[6] bird,pricing

Top Word Pairs in Tweet in G3:
[12] #edutwitter,#educhat
[11] #education,#educhat
[11] #educhat,#edutwitter
[7] #edchat,#educhat
[5] #christianleaders,#training
[5] #training,#leadershipdevelopment
[4] #edtech,#educhat
[4] #teachertwitter,#edutwitter
[4] #edchat,#edleaders
[4] #edleaders,#edu

Top Word Pairs in Tweet in G4:
[39] #edchat,#educhat
[26] #educhat,#distancelearning
[26] aftunion,aftteach
[24] free,resources
[20] use,free
[20] resources,activities
[20] activities,teach
[20] teach,students
[20] students,history
[18] lesson,plan

Top Word Pairs in Tweet in G5:
[12] pb,podcast
[9] 100,nonsense
[9] nonsense,things
[9] things,teachers
[9] teachers,stop
[9] stop,doing
[8] latest,show
[8] show,npolyak
[8] npolyak,pb
[6] #edchat,#edleaders

Top Word Pairs in Tweet in G6:
[14] #educhat,#edutwitter
[5] #edutwitter,#educhat
[5] personal,development
[4] #studentsupport,#educhat
[4] #ofsted's,personal
[4] development,framework
[4] latest,blog
[4] blog,ve
[4] ve,shared
[4] shared,five

Top Word Pairs in Tweet in G7:
[16] #educhat,#grinch
[15] #leadupchat,#educhat
[14] #grinch,#nt2t
[14] #edugladiators,#822chat
[14] #822chat,#leadupchat
[10] #satchat,#satchateu
[10] #satchateu,#edugladiators
[8] winter,break
[8] download,urs
[8] #nt2t,#pd4uandme

Top Word Pairs in Tweet in G8:
[14] still,need
[14] need,convincing
[14] convincing,#edtechdemonstrators
[14] #edtechdemonstrators,help
[14] help,discover
[14] peer,peer
[14] peer,support
[10] edtechdemo,still
[10] day,go
[10] go,still

Top Word Pairs in Tweet in G9:
[12] international,school
[11] re,lgbtq
[11] lgbtq,international
[11] school,educator
[11] educator,willing
[11] willing,share
[11] share,coming
[11] coming,story
[11] story,one
[10] interested,learning

Top Word Pairs in Tweet in G10:
[16] #eybluk,#eymatters
[15] eyeearlyed,news
[13] #eymatters,#eytalking
[13] #eytalking,#teamearlychildhood
[13] #teamearlychildhood,#keyu
[13] #keyu,#eyshare
[13] #eyshare,#eytagteam
[13] #eytagteam,#educhat
[13] #educhat,#eyfs
[13] #eyfs,#eysharing

Top Replied-To
Top Replied-To in Entire Graph:
@knowledgeworks
@global_scg
@podbeancom
@ngamedia
@ofstednews
@_missingthemark
@ndnatalk
@edcommission
@connection_sva
@isbl_news

Top Replied-To in G1:
@knowledgeworks
@edcommission
@asaecenter
@insidehighered
@mcgrawhillk12

Top Replied-To in G3:
@global_scg

Top Replied-To in G6:
@headteacherchat
@_missingthemark
@ofstednews
@ngamedia
@podbeancom

Top Replied-To in G7:
@mrnunesteach
@teacher2teacher
@curriculumblog

Top Replied-To in G10:
@ndnatalk

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@tcea
@sharemylesson
@thriveinedu
@mjmcalliwrites
@getting_smart
@lainierowell
@eyeearlyed
@allysonapsey
@aftunion

Top Mentioned in G1:
@rdene915
@thriveinedu
@mjmcalliwrites
@getting_smart
@lainierowell
@allysonapsey
@buncee
@spaces_edu
@joycebronwyn

Top Mentioned in G2:
@tcea
@emilyforedu
@tmclain903
@rdene915
@themikemohammed

Top Mentioned in G3:
@daskalosk
@drpetra
@ukdsimpact
@supplycpd

Top Mentioned in G4:
@sharemylesson
@aftunion
@aftteach
@cr_prax
@landfillhrmnic
@journeysinfilm
@adl_education
@morningsidectr
@uft
@local1211

Top Mentioned in G5:
@pushboundedu
@tikaee
@npolyak
@solutiontree
@edugladiators
@maverikedu12
@brewerhm
@vgilbert3
@thomascmurray

Top Mentioned in G6:
@minds_ahead
@bbccin
@yesfutures
@fifidelyonbliss
@ofstednews
@tes
@bb_resilience
@stmatthewsluton
@france24
@notfineinschool

Top Mentioned in G7:
@teachheath
@teacher2teacher
@teachergoals
@tg2chat
@mrsablund
@awfrench1
@amelia_lemar
@saffrinrebecca
@ifugetgive
@npaklui

Top Mentioned in G8:
@edtechdemo
@happy2hostedu
@berrymannick
@brucewilson283
@jamesmgarnett
@aetacademies
@duncans
@googleforedu
@ribbweb
@bvprimaryschool

Top Mentioned in G9:
@kristinapennell
@the_qmt
@danautanu
@mathteach_bew
@berghahnbooks
@tricia_fried
@berghahnanthro

Top Mentioned in G10:
@eyeearlyed
@theeifoundation
@famlyhq
@leyfonline
@eyalliance
@ioe_london
@readygen
@ndnatalk

Top Tweeters
Top Tweeters in Entire Graph:
@viralvideovlogs
@glasgow_watch
@john_siracusa
@artificialbra1n
@morolswediu
@djangobot_
@hubofml
@coderretweet
@fabriciosx
@corruptnsw

Top Tweeters in G1:
@john_siracusa
@education_24x7
@alleycat579
@scalarhumanity
@rdene915
@college_experts
@solmullersch
@smgaillard
@markj_ohnson
@wsoeldner

Top Tweeters in G2:
@stem_nastics
@mallyn_mohaimin
@haq_optimist
@mguhlin
@annmariebyrnes
@eyqaasanny
@8amber8
@jenniferagates
@_shnanigans
@richardklee1

Top Tweeters in G3:
@drpetra
@iconohash
@beth_tastic
@altait
@soundofsugar
@ipevo
@daskalosk
@theresourcehub2
@curricleader
@gabbitas_uk

Top Tweeters in G4:
@viralvideovlogs
@rweingarten
@shaulaevans
@stopvirtuastalk
@jezebelkat
@aftunion
@moms4edfreedom
@afr0rican
@nhtoymc
@indiejenfischer

Top Tweeters in G5:
@burgessdave
@thomascmurray
@mikelubelfeld
@matthew_arend
@solutiontree
@youtube
@dbc_inc
@bdicksonnv
@brewerhm
@drewschaffer5

Top Tweeters in G6:
@france24
@tes
@mentalhretweet
@greenpeaceuk
@headteacherchat
@youngmindsuk
@msmelaniesykes
@educationgovuk
@abaonline
@fifidelyonbliss

Top Tweeters in G7:
@teacher2teacher
@ncte
@curriculumblog
@awfrench1
@milanorunner
@coachdayejr
@teachergoals
@teachheath
@owpmu
@tpt_official

Top Tweeters in G8:
@aetacademies
@socialdesigncr1
@danjjroberts
@m_chiles
@brucewilson283
@unitedblackorg
@googleforedu
@dhsboys
@diverseed2020
@berrymannick

Top Tweeters in G9:
@mathillustrated
@berghahnanthro
@berghahnbooks
@naemmanuele
@tricia_fried
@nancyinlux1
@globalkdsl
@kim_yoak
@todosmath
@ldimitrov

Top Tweeters in G10:
@eytalking
@karen51915938
@readygen
@ndnatalk
@cosydirect
@eunice_lumsden
@eytagteam
@eyeearlyed
@ioe_london
@linecaes