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educhat_2021-03-01_02-57-51.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 01, 2021
Short Description:
educhat via NodeXL https://bit.ly/3svRo5Y
@rdene915
@distancelrnbot
@edchateu
@jc_james_clark
@education_24x7
@_wiseducation
@scalarhumanity
@mrmikemtl
@tankhuynh
@sharemylesson

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

Description:
Description
The graph represents a network of 1,769 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, 01 March 2021 at 11:02 UTC.

The requested start date was Monday, 01 March 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, 8-hour, 40-minute period from Monday, 15 February 2021 at 02:00 UTC to Sunday, 28 February 2021 at 10:40 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 : 1769
Unique Edges : 1135
Edges With Duplicates : 3782
Total Edges : 4917
Number of Edge Types : 5
MentionsInRetweet : 1805
Mentions : 836
Replies to : 44
Retweet : 1405
Tweet : 827
Self-Loops : 916
Reciprocated Vertex Pair Ratio : 0.0550891920251836
Reciprocated Edge Ratio : 0.104425658876181
Connected Components : 361
Single-Vertex Connected Components : 166
Maximum Vertices in a Connected Component : 662
Maximum Edges in a Connected Component : 2563
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.826202
Graph Density : 0.000642986681127206
Modularity : 0.410748
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,769 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, 01 March 2021 at 11:02 UTC.

The requested start date was Monday, 01 March 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, 8-hour, 40-minute period from Monday, 15 February 2021 at 02:00 UTC to Sunday, 28 February 2021 at 10:40 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:
[37] https://anchor.fm/rdene915
[34] 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
[24] https://www.getfocusedstayfocused.org/conference
[23] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[19] https://www.rdene915.com/
[17] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[16] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[15] https://www.youtube.com/playlist?list=PL3y85TmZlOLfNZFUQaFOpCPMmEd5jI_jQ

[14] https://www.buzzsprout.com/1597249/7461190-championing-education-in-kenya
[13] https://www.edutopia.org/article/recognizing-signs-potential-learning-disabilities-preschool

Top URLs in Tweet in G1:
[9] https://charlesamesfischer.com/products.html
[4] https://youtu.be/B-G-vhXjgnk
[4] https://www.proninib.com/
[2] https://www.google.com/search?q=teacher&tbm=isch&ved=2ahUKEwixxbD16rjuAhWPx54KHdpzBGAQ2-cCegQIABAA&oq=teacher&gs_lcp=CgNpbWcQAzIHCAAQsQMQQzIECAAQQzIHCAAQsQMQQzIHCAAQsQMQQzIECAAQQzIECAAQQzIECAAQQzIECAAQQzIECAAQQzIECAAQQ1DGP1jGP2DrQWgAcAB4AIABUogBUpIBATGYAQCgAQGqAQtnd3Mtd2l6LWltZ8ABAQ&sclient=img&ei=bKQPYLHfLI-P-wTa55GABg&bih=734&biw=1313&client=safari
[2] https://twitter.com/kruu_justin/status/1363819754964746242
[2] https://www.springboardsupplies.co.uk/blogs/blog/how-to-ensure-your-nursery-school-setting-is-covid-safe
[2] https://www.teacherspayteachers.com/Product/Chemistry-Course-Plan-250-Resource-Whole-Year-Mega-Bundle-Distance-Learning-1486338
[1] https://www.hertsforlearning.co.uk/blog/reflecting-transition-procedures-eyfs
[1] https://www.goodreads.com/author_blog_posts/20969530-finding-sleep
[1] https://twitter.com/lollydaskal/status/1361559695778082816

Top URLs in Tweet in G2:
[34] 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
[29] https://anchor.fm/rdene915
[23] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[19] https://www.rdene915.com/
[17] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[16] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[15] https://www.youtube.com/playlist?list=PL3y85TmZlOLfNZFUQaFOpCPMmEd5jI_jQ

[13] https://www.edutopia.org/article/recognizing-signs-potential-learning-disabilities-preschool
[12] https://www.gettingsmart.com/2019/12/why-making-time-for-reflection-matters-5-ideas-to-try/
[9] https://www.gettingsmart.com/author/rachelle/

Top URLs in Tweet in G3:
[8] https://anchor.fm/rdene915
[4] https://sharemylesson.com/teaching-resource/strengthening-mind-and-body-yoga-329520
[3] https://www.edweek.org/teaching-learning/opinion-six-strategies-i-apply-to-make-my-distance-learning-classes-not-terrible/2021/02
[3] https://www.amazon.com/Evolving-Learner-Shifting-Professional-Development/dp/1544338325?SubscriptionId=AKIAIA3UEVTLIG7AIKFA&tag=&linkCode=xm2&camp=2025&creative=165953&creativeASIN=1544338325
[3] https://sharemylesson.com/vc2021
[2] https://blog.teachboost.com/5-quick-elearning-best-practices-you-can-use-today?utm_campaign=Distance
[2] Learning&utm_content=155159820&utm_medium=social&utm_source=twitter&hss_channel=tw-20333570
[2] https://www.smartbrief.com/original/2020/09/distance-learning-and-special-education-during-covid-19
[2] https://sharemylesson.com/blog/critical-race-theory
[2] https://pulitzercenter.org/blog/applications-open-spring-2021-pulitzer-center-teacher-fellowship

Top URLs in Tweet in G4:
[5] https://www.publicagenda.org/reports/teacher-narratives-1/
[1] https://twitter.com/Compass_Ed/status/1363196595643183104
[1] https://www.taylorfrancis.com/books/teaching-social-justice-sustainable-development-across-primary-curriculum-anne-marie-kavanagh-fionnuala-waldron-benjamin-mallon/e/10.4324/9781003003021#.YDaR6PvaEMM.twitter
[1] https://www.tieonline.com/article/2883/the-wellbeing-fingerprint-the-importance-of-understanding-and-individualising-our-wellbeing-profiles
[1] https://talkpastoral.com/?p=88
[1] https://talkpastoral.com/?p=132
[1] https://twitter.com/_WISEducation/status/1361976374412537856
[1] https://twitter.com/IntlTes/status/1361375975376740353
[1] https://talkpastoral.com/
[1] https://www.tes.com/news/school-reopen-staff-connections-ideas-development

Top URLs in Tweet in G5:
[10] https://skilled.space:443/
[1] https://wp.me/p7NKW2-nl
[1] https://twitter.com/Steph_EdTech/status/1363375661977530373
[1] https://twitter.com/kruu_justin/status/1363819754964746242
[1] https://twitter.com/TheMentoree/status/1362172835133870082

Top URLs in Tweet in G6:
[1] http://www.nancyjolambert.com/2021/02/26/the-2021-equality-act/
[1] https://twitter.com/friscodemocrats/status/1364615792793296904
[1] https://twitter.com/nancyjolambert/status/1365727485674074125

Top URLs in Tweet in G7:
[3] https://knowledgeworks.org/resources/advocacy-toolkit-calling-policymaker/
[2] https://conference.iste.org/2021/
[2] https://www.edsurge.com/news/2021-02-09-remote-learning-is-here-to-stay-raising-concerns-about-teacher-training-and-data-privacy?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[2] https://www.edsurge.com/news/2021-02-12-why-assessments-are-still-useful-and-accurate-in-a-pandemic-year?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[2] https://knowledgeworks.org/get-empowered/policy-resources/state-policy-framework-personalized-learning/
[2] http://www.ascd.org/About-ASCD/Affiliates/Directory/Affiliate-Directory.aspx
[2] https://ssir.org/articles/entry/how_can_philanthropy_help_rehabilitate_us_democracy
[1] https://www.edsurge.com/news/2021-02-10-what-teachers-pay-teachers-is-learning-from-bad-lessons-and-upset-teachers?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[1] https://www.edsurge.com/news/2021-02-16-yes-audiobooks-are-real-reading-here-are-the-best-ones-for-kids?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[1] https://www.edsurge.com/news/2021-02-22-the-key-to-better-student-engagement-is-letting-them-show-you-how-they-learn?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com

Top URLs in Tweet in G8:
[4] https://twitch.tv/mrmikeMTL
[3] https://www.tes.com/teaching-resource/ks1-days-of-the-week-and-verbs-simple-present-tense-and-daily-routine-12282294

Top URLs in Tweet in G9:
[9] https://quizlet.com/
[5] https://netboard.me/
[2] https://omnibook.pro/
[1] https://www.etwinning.fr/actualites-nationales/article/formation-en-ligne-mars-avril-2021.html
[1] https://forms.office.com/Pages/ResponsePage.aspx?id=96GiZxk7JUmiAPuCtRSonjUfJ1jBZkFCs2lLzoKuzuNUQTZXU1A3T0ZXNkhUTEpUTjJJRk85WEtMQi4u
[1] https://www.reseau-canope.fr/service/etre-accompagne-sur-etwinning-un-mediateur-vous-repond.html?session=W0026452_20210128192055085
[1] https://twitter.com/canope_44/status/1364232792637399040

Top Domains
Top Domains in Tweet in Entire Graph:
[125] twitter.com
[74] k12prospects.com
[71] co.uk
[65] google.com
[55] amazon.com
[40] anchor.fm
[33] youtube.com
[28] edtechreview.in
[26] gettingsmart.com
[25] robotlab.com

Top Domains in Tweet in G1:
[31] twitter.com
[16] google.com
[14] teacherspayteachers.com
[13] co.uk
[9] charlesamesfischer.com
[4] youtu.be
[4] proninib.com
[4] harvard.edu
[3] medium.com
[2] asian-jobs.com

Top Domains in Tweet in G2:
[74] k12prospects.com
[50] amazon.com
[29] anchor.fm
[27] google.com
[26] gettingsmart.com
[21] robotlab.com
[19] rdene915.com
[19] youtube.com
[18] pscp.tv
[18] edutopia.org

Top Domains in Tweet in G3:
[18] sharemylesson.com
[8] anchor.fm
[4] edweek.org
[4] journeysinfilm.org
[3] teachboost.com
[3] robotlab.com
[3] amazon.com
[3] twitter.com
[2] smartbrief.com
[2] kqed.org

Top Domains in Tweet in G4:
[7] twitter.com
[5] publicagenda.org
[3] talkpastoral.com
[1] taylorfrancis.com
[1] tieonline.com
[1] tes.com
[1] co.uk
[1] google.com
[1] spotify.com

Top Domains in Tweet in G5:
[10] skilled.space
[3] twitter.com
[1] wp.me

Top Domains in Tweet in G6:
[2] twitter.com
[1] nancyjolambert.com

Top Domains in Tweet in G7:
[14] edsurge.com
[5] knowledgeworks.org
[2] iste.org
[2] pewresearch.org
[2] ascd.org
[2] mckinsey.com
[2] ssir.org
[1] pblworks.org
[1] thejournal.com
[1] associationsnow.com

Top Domains in Tweet in G8:
[4] twitch.tv
[3] tes.com

Top Domains in Tweet in G9:
[9] quizlet.com
[5] netboard.me
[2] omnibook.pro
[1] etwinning.fr
[1] office.com
[1] reseau-canope.fr
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1463] educhat
[547] education
[422] edchat
[392] edutwitter
[284] edtech
[233] k12
[173] teachers
[155] teachertwitter
[129] sel
[96] teaching



Top Hashtags in Tweet in G1:
[258] educhat
[74] edutwitter
[49] education
[36] edchat
[28] teachers
[21] edu
[21] science
[20] chemchat
[20] apchem
[20] apchemistry

Top Hashtags in Tweet in G2:
[322] educhat
[254] education
[192] edchat
[173] k12
[136] edtech
[94] sel
[72] edutwitter
[60] ntchat
[55] thriveinedu
[55] teaching

Top Hashtags in Tweet in G3:
[62] educhat
[43] edchat
[41] distancelearning
[20] covid19
[16] teachers
[15] edtech
[14] education
[13] k12
[13] ctle
[10] sel

Top Hashtags in Tweet in G4:
[39] educhat
[19] edutwitter
[11] publicschools
[10] wellbeing
[9] teachers
[8] education
[8] parents
[6] edchateu
[6] edchat
[6] pastoralcare

Top Hashtags in Tweet in G5:
[21] queer_educhat
[19] educhat
[11] esol
[9] ellchat
[8] scaffolding
[8] chatesl
[8] ellchat_bkclub
[8] ell
[8] teachchat
[8] wida

Top Hashtags in Tweet in G6:
[35] lgbtq
[5] equalityact
[4] teachpride
[4] queer_educhat
[4] hr5
[3] smallstreamer
[2] streaming
[1] edchat
[1] tlchat
[1] txlchat

Top Hashtags in Tweet in G7:
[34] educhat
[18] k12
[18] edtech
[18] edchat
[17] ascdl2l
[16] edreform
[16] edadmin
[16] edleadership
[16] highered
[14] ascdgr

Top Hashtags in Tweet in G8:
[29] education
[29] educhat
[21] streaming
[21] edutwitter
[21] twitchstreamer
[18] twitch
[18] smallstreamer
[14] livestream
[13] supportsmallstreamers
[11] teachers

Top Hashtags in Tweet in G9:
[16] outildumercredi
[14] etwinning
[6] webinaire
[5] edtech
[5] edutech
[5] education
[5] educhat
[5] netboard
[5] web
[4] profs

Top Hashtags in Tweet in G10:
[1] edutwitter
[1] educhat
[1] secondaryteacher
[1] fridayfeeling
[1] fridaymorning
[1] teacher

Top Words
Top Words in Tweet in Entire Graph:
[1463] #educhat
[547] #education
[422] #edchat
[392] #edutwitter
[284] #edtech
[233] #k12
[212] more
[208] school
[206] students
[195] learning

Top Words in Tweet in G1:
[258] #educhat
[74] #edutwitter
[49] #education
[36] students
[36] #edchat
[32] teachers
[28] #teachers
[26] help
[24] learning
[24] more

Top Words in Tweet in G2:
[322] #educhat
[254] #education
[192] #edchat
[173] #k12
[170] rdene915
[136] #edtech
[103] thriveinedu
[94] #sel
[83] book
[81] check

Top Words in Tweet in G3:
[62] #educhat
[44] sharemylesson
[43] #edchat
[41] #distancelearning
[32] aftunion
[21] aftteach
[20] #covid19
[19] classroom
[17] teacher
[16] free

Top Words in Tweet in G4:
[39] #educhat
[19] #edutwitter
[19] article
[14] talkpastoral
[13] teaching
[13] more
[12] _wiseducation
[12] blog
[11] school
[11] teachers

Top Words in Tweet in G5:
[31] next
[24] join
[21] #queer_educhat
[19] #educhat
[18] gender
[17] sexuality
[16] week
[16] elementary
[16] classrooms
[16] kruu_justin

Top Words in Tweet in G6:
[43] act
[36] nancyjolambert
[35] #lgbtq
[35] equality
[34] don
[34] keep
[34] scrolling
[34] community
[34] needs
[34] educators

Top Words in Tweet in G7:
[34] #educhat
[27] edsurge
[20] learning
[18] #k12
[18] #edtech
[18] #edchat
[17] #ascdl2l
[16] #edreform
[16] #edadmin
[16] #edleadership

Top Words in Tweet in G8:
[51] mrmikemtl
[47] days
[44] snow
[41] 300
[39] mrmikemtlgaming
[37] join
[36] pm
[32] educational
[32] discord
[31] goal

Top Words in Tweet in G9:
[30] etwinningfrance
[19] co
[19] débutez
[16] #outildumercredi
[16] découvrez
[15] mars
[14] #etwinning
[14] 10
[13] formation
[13] ligne

Top Words in Tweet in G10:
[26] morning
[26] happy
[26] friday
[26] science
[26] teacher
[26] looking
[26] connect
[26] ks3
[26] teachers
[26] coordinators

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[170] #edchat,#educhat
[156] #edutwitter,#educhat
[146] #education,#educhat
[102] #educhat,#k12
[93] #educhat,#edutwitter
[80] #educhat,#education
[74] #education,#edchat
[58] true,story
[51] #teachertwitter,#educhat
[50] guest,blog

Top Word Pairs in Tweet in G1:
[38] #edutwitter,#educhat
[21] #educhat,#edutwitter
[20] #chemchat,#apchem
[20] #apchem,#science
[20] #educhat,#apchemistry
[20] #apchemistry,#regents
[20] #regents,#homeworkhelp
[17] #edu,#educhat
[17] #homeschool,#googleclassroom
[16] #science,#edu

Top Word Pairs in Tweet in G2:
[79] #educhat,#k12
[71] #education,#edchat
[66] #education,#educhat
[57] true,story
[57] #edchat,#educhat
[37] guest,blog
[36] book,study
[36] book,unconventional
[36] unconventional,ways
[34] copy,true

Top Word Pairs in Tweet in G3:
[36] #edchat,#educhat
[20] #educhat,#covid19
[18] #covid19,#distancelearning
[17] aftunion,aftteach
[15] aftunion,sharemylesson
[13] ny,educator
[13] educator,looking
[13] looking,#ctle
[13] #ctle,year
[13] year,aftunion

Top Word Pairs in Tweet in G4:
[10] #edutwitter,#educhat
[9] article,teach_overseas
[9] teach_overseas,importance
[9] importance,individualising
[9] individualising,approach
[9] approach,wellbeing
[9] wellbeing,thanks
[9] thanks,much
[8] _wiseducation,article
[8] much,shar

Top Word Pairs in Tweet in G5:
[17] gender,sexuality
[16] #queer_educhat,next
[16] sexuality,elementary
[16] elementary,classrooms
[15] join,next
[15] next,#queer_educhat
[15] next,week
[15] week,having
[15] having,conversations
[15] conversations,gender

Top Word Pairs in Tweet in G6:
[34] don,keep
[34] keep,scrolling
[34] scrolling,#lgbtq
[34] #lgbtq,community
[34] community,needs
[34] needs,educators
[34] educators,act
[34] act,equality
[34] equality,wrote
[34] wrote,blog

Top Word Pairs in Tweet in G7:
[17] #ascdl2l,#edchat
[17] #edchat,#educhat
[16] #educhat,#edreform
[16] #edreform,#edadmin
[16] #edadmin,#edleadership
[14] #edleadership,#ascdgr
[14] #ascdgr,#edpolicy
[14] #edpolicy,#edtech
[14] #edtech,#edutech
[14] #edutech,#k12

Top Word Pairs in Tweet in G8:
[44] snow,days
[30] 45,pm
[30] join,educational
[25] educational,discord
[25] share,resources
[23] subs,10
[19] members,join
[18] mrmikemtl,looking
[18] follower,goal
[15] 300,#streaming

Top Word Pairs in Tweet in G9:
[16] #outildumercredi,découvrez
[14] 10,mars
[13] débutez,#etwinning
[13] #etwinning,formation
[13] formation,ligne
[13] ligne,organisée
[13] organisée,10
[13] mars,avril
[13] avril,2021
[13] 2021,tous

Top Word Pairs in Tweet in G10:
[26] morning,happy
[26] happy,friday
[26] friday,science
[26] science,teacher
[26] teacher,looking
[26] looking,connect
[26] connect,ks3
[26] ks3,teachers
[26] teachers,coordinators
[26] coordinators,share

Top Replied-To
Top Replied-To in Entire Graph:
@playosmo
@ssireview
@mckinseydigital
@gloscc
@rmbcpress
@knowledgeworks
@kruu_justin
@johnstonmike34
@pblworks
@mlawsontpp

Top Replied-To in G2:
@mentimeter
@rlcooney

Top Replied-To in G4:
@johnstonmike34
@williamaeford

Top Replied-To in G5:
@kruu_justin
@mlawsontpp
@mcdonald_kecia

Top Replied-To in G7:
@knowledgeworks
@mckinseydigital
@ssireview
@pblworks
@edsurge
@the_journal
@pewresearch
@asaecenter
@edcommission
@pewinternet

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@thriveinedu
@k12prospects
@mrmikemtl
@sharemylesson
@mrmikemtlgaming
@siopmodel
@edumatchbooks
@nancyjolambert
@academicinn

Top Mentioned in G1:
@drpetra
@cornerstonesedu
@drfurman
@dmvelliaris
@2peasandadog
@mrs_g33k

Top Mentioned in G2:
@rdene915
@thriveinedu
@k12prospects
@edumatchbooks
@buncee
@getting_smart
@aiworldschool1
@definedstem
@joinclubhouse
@mjmcalliwrites

Top Mentioned in G3:
@sharemylesson
@aftunion
@aftteach
@rdene915
@corwinpress
@aftevpdejesus
@thriveinedu
@jtalmarode
@dfishersdsu
@nancyfrey

Top Mentioned in G4:
@talkpastoral
@_wiseducation
@teach_overseas
@misscloke
@annemariekavan6
@benjmall
@gmsainz
@rdene915
@intltes
@tricia_fried

Top Mentioned in G5:
@kruu_justin
@tankhuynh
@swivl
@joanneseale27
@jmattmiller
@tricia_fried
@gorelloyd
@codymillerela
@steph_edtech
@simonsinek

Top Mentioned in G6:
@nancyjolambert
@edpridealliance
@mrmikemtlgaming
@rdene915
@nicholasferroni
@plugusin
@justinaglio
@drp_principal

Top Mentioned in G7:
@edsurge
@walterindc
@knowledgeworks
@iste
@ascd
@freemathapp
@nspe
@the_journal
@silkcharm
@robotlabinc

Top Mentioned in G8:
@mrmikemtl
@mrmikemtlgaming
@warcraft3

Top Mentioned in G9:
@etwinningfrance
@quizlet

Top Mentioned in G10:
@hamblinqpr

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@streamer_boost
@wwwanpaus
@cybersecurityn8
@joanisparkles
@viralvideovlogs
@fintechna
@rtsmallstreams
@bbcnews

Top Tweeters in G1:
@drpetra
@iconohash
@cprsmum
@k_elmendorf
@iamthededward
@suzibewell
@srmilesauthor
@drjacquebaxter
@esafetyteacher
@cornerstonesedu

Top Tweeters in G2:
@trendsinai
@fabriciosx
@devvibesbot
@iamdrwill
@mssackstein
@scalarhumanity
@gdprai
@rdene915
@burgessdave
@education_24x7

Top Tweeters in G3:
@bcreative10
@kqed
@aftunion
@dcarlisto
@indiejenfischer
@pulitzercenter
@nysut
@distancelrnbot
@smartbrief
@abaesq

Top Tweeters in G4:
@bbcnews
@paulgarvey4
@edchateu
@tes
@ethical_leader
@martynreah
@bivey
@teacher5aday
@toriaclaire
@amymayforrester

Top Tweeters in G5:
@jmattmiller
@mssalvac
@edifiedlistener
@caitteach
@stephen_hurley
@klbeasley
@noasbobs
@sheathescholar
@ilenewinokur
@naemmanuele

Top Tweeters in G6:
@otdderamin
@technolibrary
@nicholasferroni
@adibkhorram
@plugusin
@sherryngick
@sra_djgc
@jrsongbird
@wrecktalraccoon
@kishizuka

Top Tweeters in G7:
@inc
@stem_nastics
@pewresearch
@edsurge
@silkcharm
@ascd
@cmdatascoop
@rickykelley
@iste
@walterindc

Top Tweeters in G8:
@streamer_boost
@wwwanpaus
@rtsmallstreams
@stream_caster
@twitchstreamsup
@ramyeonjpg
@freiherrkvk
@growurstream
@quebecretweet
@whoawmina

Top Tweeters in G9:
@wagjuer
@bar_zie
@fyq_abel
@reseau_canope
@cfilleul1
@cdigutenberg
@payalusta
@jpchouard
@etwinningfrance
@dufreneisabelle

Top Tweeters in G10:
@icanteach_uk
@mrsmlovessci
@hall291
@sarahhazel15
@jammyphysics
@drainenig
@jo_moore_sci
@trevordiamond00
@juliaigibson
@hookean1


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