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educhat_2022-03-07_03-01-35.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 07, 2022
Short Description:
educhat via NodeXL https://bit.ly/3pLdYZo
@rdene915
@mindfuldesserts
@kgainerteacher
@letslocalise
@education_24x7
@scalarhumanity
@eyeearlyed
@kinderly
@miss_aird
@mini_lebowski

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

Description:
Description
The graph represents a network of 1,046 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, 07 March 2022 at 11:03 UTC.

The requested start date was Monday, 07 March 2022 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 11-day, 6-hour, 25-minute period from Monday, 21 February 2022 at 02:56 UTC to Friday, 04 March 2022 at 09:21 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 : 1046
Unique Edges : 660
Edges With Duplicates : 2182
Total Edges : 2842
Number of Edge Types : 5
Retweet : 799
MentionsInRetweet : 1000
Mentions : 565
Tweet : 459
Replies to : 19
Self-Loops : 476
Reciprocated Vertex Pair Ratio : 0.0571428571428571
Reciprocated Edge Ratio : 0.108108108108108
Connected Components : 208
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 442
Maximum Edges in a Connected Component : 1751
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.213561
Graph Density : 0.00101548848655621
Modularity : 0.384948
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,046 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, 07 March 2022 at 11:03 UTC.

The requested start date was Monday, 07 March 2022 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 11-day, 6-hour, 25-minute period from Monday, 21 February 2022 at 02:56 UTC to Friday, 04 March 2022 at 09:21 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:
[66] https://www.rdene915.com/
[55] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=283155&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-sidecar-rank&page=1&langFilter=default#formatSelectorHeader
[31] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[26] https://anchor.fm/rdene915
[21] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[17] https://www.gettingsmart.com/author/rachelle/
[16] 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
[15] https://blog.neolms.com/exploring-virtual-reality-learning-experiences-in-the-classroom/
[12] https://us06web.zoom.us/webinar/register/WN_ifvKNc-jSDq9s0C1VB7PYA
[11] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link

Top URLs in Tweet in G1:
[66] https://www.rdene915.com/
[55] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=283155&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-sidecar-rank&page=1&langFilter=default#formatSelectorHeader
[31] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[26] https://anchor.fm/rdene915
[21] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[17] https://www.gettingsmart.com/author/rachelle/
[16] 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
[15] https://blog.neolms.com/exploring-virtual-reality-learning-experiences-in-the-classroom/
[11] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[11] https://ide.codeskool.cc

Top URLs in Tweet in G2:
[4] https://www.youtube.com/watch?v=2tZ89U4LCjg&feature=youtu.be

[2] https://www.classcomposer.com/
[2] https://artsintegration.com/certification/
[2] https://edtechdemo.ucst.uk/events/event-recordings/national-webinar-series
[1] https://www.teacherspayteachers.com/Product/St-Patricks-Day-Lucky-Charms-Necklace-7785013
[1] https://neicweb.com/
[1] http://1.How
[1] http://2.Do
[1] https://www.youtube.com/watch?v=XQJhRDbsDzI

[1] https://www.laprofesorainspiradora.com/five-ways-to-develop-relationships-in-your-classroom/

Top URLs in Tweet in G3:
[1] https://twitter.com/mrcunliffe/status/1499440229219975170
[1] https://www.letslocalise.co.uk/par-event-detail?eventId=12411
[1] https://www.letslocalise.co.uk/par-event-detail?eventId=12390

Top URLs in Tweet in G4:
[1] http://try.showbie.com/st-vincents/

Top URLs in Tweet in G5:
[6] https://www.npr.org/2022/03/01/1062679587/for-profit-colleges-student-loan-borrowers-fraud
[2] https://www.educationdevelopmenttrust.com/our-expertise/uk/our-school-led-model/school-led-tutoring-programme/school-led-tutoring-our-progress-so-far
[2] https://edtechreview.in/news/3278-11-edtech-incubators-focused-to-change-education-forever
[2] https://edtechreview.in/news/5510-info-edge-acquires-25-stake-in-gurugram-based-juno-learning-for-inr-11-25-crore
[2] https://edtechreview.in/news/5509-tcs-ion-partners-with-nttf-to-launch-industry-led-skilling-programs
[2] https://edtechreview.in/trends-insights/insights/5112-how-to-prepare-future-generations-to-be-innovators
[2] https://www.youtube.com/watch?v=imXlC364ZU0&feature=youtu.be

[1] https://edtechreview.in/trends-insights/insights/3233-5-challenges-that-barricade-edtech-adoption-in-a-developing-world
[1] https://edtechreview.in/trends-insights/insights/2108-technology-in-schools
[1] https://info.flipgrid.com/blog/get-inspired/upcoming-flipgrid-live-events.html

Top URLs in Tweet in G6:
[6] https://yesfutures.org/mental-health-resources
[5] https://yesfutures.activehosted.com/f/3
[4] https://www.yesfutures.org/mental-health-resources
[3] https://www.yesfutures.org/post/what-are-schools-doing-to-meet-ofsted-s-personal-development-framework
[2] https://edtechimpact.com/products/impero-education-pro
[2] http://ow.ly/Ff8e50HUrY9
[2] https://daisi.education/qla-results/
[1] https://www.eventbrite.co.uk/e/womened-what-can-male-allies-do-to-support-their-women-colleagues-tickets-269634713687
[1] https://twitter.com/WomenEd/status/1499470036351782921
[1] https://www.thehistorymakers.org/biography/nathan-hare-38

Top URLs in Tweet in G7:
[3] https://www.kapowprimary.com/featured_documents/world-book-day-2022-activity-list/?utm_source=twitter&utm_medium=social_media&utm_campaign=worldbookday2022
[2] https://justgiving.com/fundraising/Step-on-the-pedal
[1] https://twitter.com/bedsschoolgames/status/1498673441913950224
[1] http://strava.app.link/eQW6xYrfTnb
[1] https://www.etsy.com/uk/listing/1155507544/personalised-teachers-run-club-keyrings?ref=shop_home_recs_1&crt=1
[1] https://vitalitylondon10000.co.uk/celebrate-you/run-happy-and-healthy
[1] https://www.tes.com/magazine/teaching-learning/early-years/how-tackle-decline-childrens-play-skills
[1] https://www.kapowprimary.com/subject-toolkits/whats-coming-to-kapow-primary-in-2022/?utm_source=twitter&utm_medium=social_media&utm_campaign=whatiscomingin2022
[1] https://www.kapowprimary.com/blog/ofsted-deep-dives-how-to-deal-with-common-questions/?utm_source=twitter&utm_medium=social_media&utm_campaign=ofsteddeepdivesblogpost
[1] https://www.kapowprimary.com/blog/14-easy-world-book-day-costumes/?utm_source=twitter&utm_medium=social_media&utm_campaign=worldbookday2022

Top URLs in Tweet in G8:
[5] https://kinderly.co.uk/early-years-webinars/
[4] https://www.earlyyearseducator.co.uk/news/article/pandemic-pushes-already-fragile-early-years-sector-into-crisis-new-report-finds?utm_medium=Social&utm_source=Twitter#Echobox=1646060989
[2] https://www.earlyyearseducator.co.uk/news/article/government-scraps-remaining-covid-19-restrictions-in-england?utm_medium=Social&utm_source=Twitter#Echobox=1645551342
[2] https://www.earlyyearseducator.co.uk/news/article/literacy-charity-launches-free-book-gifting-scheme-for-disadvantaged-children?utm_medium=Social&utm_source=Twitter#Echobox=1646061214
[2] https://www.earlyyearseducator.co.uk/news/article/parents-want-more-flexibility-in-early-years-care-new-study-finds?utm_medium=Social&utm_source=Twitter#Echobox=1646061428
[1] https://www.earlyyearseducator.co.uk/news/article/early-years-software-provider-famly-buys-firststeps?utm_medium=Social&utm_source=Twitter#Echobox=1646320080
[1] https://www.earlyyearseducator.co.uk/features/article/pioneers-bandura-and-bronfenbrenner-explained?utm_medium=Social&utm_source=Twitter#Echobox=1645029082
[1] https://www.earlyyearseducator.co.uk/news/article/children-s-author-michael-rosen-appointed-latest-writer-in-residence-for-booktrust?utm_medium=Social&utm_source=Twitter#Echobox=1645551401
[1] https://www.earlyyearseducator.co.uk/features/article/following-in-froebel-s-footsteps?utm_medium=Social&utm_source=Twitter#Echobox=1645569445
[1] https://www.earlyyearseducator.co.uk/practical/article/expressive-arts-and-design-engineering-week?utm_medium=Social&utm_source=Twitter#Echobox=1645605572

Top URLs in Tweet in G9:
[1] https://twitter.com/JuliePJones/status/1496576946548977667
[1] https://twitter.com/shannapeeples/status/1496234471586250762
[1] https://twitter.com/joboaler/status/1496542361723322368

Top URLs in Tweet in G10:
[5] https://www.coachedconference.com/conference-agenda/
[4] https://us02web.zoom.us/webinar/register/WN_plothsZJRHCuDhdRmi1scg
[3] https://www.coachedconference.com/
[2] https://twitter.com/gcieducation/status/1490082915476475905
[1] https://twitter.com/mrsfint/status/1499208133121818628
[1] https://www.coachedconference.com/#RegistrationOptions
[1] https://twitter.com/gcieducation/status/1469409731487752194
[1] https://twitter.com/gcieducation/status/1483731476198072322
[1] https://twitter.com/gcieducation/status/1498038586339639297

Top Domains
Top Domains in Tweet in Entire Graph:
[103] amazon.com
[79] co.uk
[75] rdene915.com
[67] twitter.com
[27] youtube.com
[26] anchor.fm
[25] gettingsmart.com
[21] definedstem.com
[19] zoom.us
[15] neolms.com

Top Domains in Tweet in G1:
[102] amazon.com
[75] rdene915.com
[26] anchor.fm
[25] gettingsmart.com
[21] definedstem.com
[15] neolms.com
[12] k12prospects.com
[11] google.com
[11] codeskool.cc
[6] youtube.com

Top Domains in Tweet in G2:
[14] twitter.com
[8] youtube.com
[3] co.uk
[3] classcomposer.com
[3] directnews99.site
[3] artsintegration.com
[2] tes.com
[2] ucst.uk
[2] sixteentoone.com
[1] teacherspayteachers.com

Top Domains in Tweet in G3:
[2] co.uk
[1] twitter.com

Top Domains in Tweet in G4:
[1] showbie.com

Top Domains in Tweet in G5:
[10] edtechreview.in
[6] npr.org
[2] educationdevelopmenttrust.com
[2] youtube.com
[1] flipgrid.com
[1] controlaltachieve.com
[1] edutopia.org
[1] me.uk
[1] techlearning.com
[1] shareaholic.com

Top Domains in Tweet in G6:
[13] yesfutures.org
[5] activehosted.com
[4] daisi.education
[3] co.uk
[3] mailchi.mp
[2] edtechimpact.com
[2] ow.ly
[2] youtube.com
[1] twitter.com
[1] thehistorymakers.org

Top Domains in Tweet in G7:
[6] kapowprimary.com
[2] justgiving.com
[1] twitter.com
[1] app.link
[1] etsy.com
[1] co.uk
[1] tes.com

Top Domains in Tweet in G8:
[28] co.uk
[1] twitter.com

Top Domains in Tweet in G9:
[3] twitter.com

Top Domains in Tweet in G10:
[9] coachedconference.com
[6] twitter.com
[4] zoom.us

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[907] educhat
[383] education
[227] edtech
[194] sel
[176] edutwitter
[167] k12
[143] edchat
[83] teachertwitter
[80] teaching
[76] teachers



Top Hashtags in Tweet in G1:
[235] educhat
[232] education
[179] sel
[165] edtech
[149] k12
[73] ai
[59] teaching
[53] stem
[43] learning
[38] pbl

Top Hashtags in Tweet in G2:
[99] educhat
[24] edutwitter
[21] education
[21] teachertwitter
[16] edchat
[10] teacher
[10] teachers
[7] students
[6] eymatters
[5] sel

Top Hashtags in Tweet in G3:
[31] letslocalise
[27] educhat
[19] ukedchat
[14] schools
[11] students
[10] education
[8] support
[7] ukeducation
[7] future
[7] community

Top Hashtags in Tweet in G4:
[4] teachertwitter
[4] educhat
[2] digitalclassroom
[1] dyslexia
[1] send
[1] inclusion
[1] digitallearning
[1] edtechuk
[1] edtech

Top Hashtags in Tweet in G5:
[59] educhat
[27] education
[19] teachertwitter
[19] edchat
[15] edutwitter
[12] teachers
[12] edutech
[11] teaching
[11] edtech
[10] sltchat

Top Hashtags in Tweet in G6:
[39] educhat
[15] edutwitter
[12] schools
[12] wellbeinginschools
[12] school
[11] education
[10] teachers
[7] teachertwitter
[7] sats
[6] ks2

Top Hashtags in Tweet in G7:
[19] educhat
[11] teachersrunclub
[9] edutwitter
[6] worldbookday
[4] trcthursday
[3] education
[3] primaryschool
[2] ukrunchat
[2] teacherswhorun
[2] laurelartcreations

Top Hashtags in Tweet in G8:
[40] earlyyears
[35] eytalking
[35] keyu
[34] educhat
[33] teamec
[32] eybluk
[32] eyshare
[30] eymatters
[27] eyfs
[24] eysharing

Top Hashtags in Tweet in G9:
[6] educhat
[6] reflect
[6] learning
[5] conversechat
[4] theplayfulclassroom
[4] teachsc
[3] ditchbook
[1] weplaychat
[1] theplayfullife
[1] scate

Top Hashtags in Tweet in G10:
[20] educhat
[19] educoach
[8] coached2022
[5] edchat
[4] education
[4] coaching
[3] leadership
[1] educhatlist
[1] coachingineducation
[1] mentoring

Top Words
Top Words in Tweet in Entire Graph:
[907] #educhat
[383] #education
[261] rdene915
[227] #edtech
[194] #sel
[176] #edutwitter
[167] #k12
[154] school
[150] more
[143] #edchat

Top Words in Tweet in G1:
[260] rdene915
[235] #educhat
[232] #education
[179] #sel
[165] #edtech
[149] #k12
[114] book
[99] ideas
[94] stories
[88] guest

Top Words in Tweet in G2:
[99] #educhat
[24] #edutwitter
[21] #education
[21] #teachertwitter
[16] #edchat
[12] school
[11] students
[10] #teacher
[10] today
[10] more

Top Words in Tweet in G3:
[31] #letslocalise
[30] letslocalise
[27] #educhat
[27] students
[20] school
[19] #ukedchat
[19] community
[16] choosing
[16] chosen
[16] empower

Top Words in Tweet in G4:
[46] help
[46] support
[46] pupils
[45] productive
[45] weekend
[45] making
[45] quick
[45] sheet
[45] strategies
[45] staff

Top Words in Tweet in G5:
[59] #educhat
[27] #education
[19] #teachertwitter
[19] #edchat
[18] school
[15] #edutwitter
[12] #teachers
[12] #edutech
[11] #teaching
[11] marble

Top Words in Tweet in G6:
[39] #educhat
[29] resources
[24] school
[16] support
[15] #edutwitter
[15] mental
[15] health
[15] wellbeing
[13] receive
[13] leaders

Top Words in Tweet in G7:
[19] #educhat
[11] #teachersrunclub
[9] #edutwitter
[7] teachersrunclub
[6] running
[6] share
[6] #worldbookday
[6] worldbookdayuk
[6] activities
[5] see

Top Words in Tweet in G8:
[40] #earlyyears
[35] #eytalking
[35] #keyu
[34] #educhat
[33] #teamec
[32] #eybluk
[32] #eyshare
[30] #eymatters
[27] #eyfs
[24] #eysharing

Top Words in Tweet in G9:
[8] juliepjones
[8] use
[6] #educhat
[6] ask
[6] ss
[6] #reflect
[6] #learning
[6] let's
[6] cautious
[6] rating

Top Words in Tweet in G10:
[25] gcieducation
[25] coaching
[20] #educhat
[20] conference
[19] #educoach
[19] education
[17] 7th
[13] online
[12] presentations
[10] register

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[136] #education,#educhat
[78] #sel,#edtech
[69] educator,stories
[65] #edutwitter,#educhat
[53] books,available
[53] available,amazon
[48] #education,#sel
[48] #edchat,#educhat
[48] support,pupils
[47] productive,weekend

Top Word Pairs in Tweet in G1:
[93] #education,#educhat
[78] #sel,#edtech
[69] educator,stories
[53] books,available
[53] available,amazon
[48] #education,#sel
[45] time,book
[43] #educhat,#k12
[42] many,ideas
[40] things,wish

Top Word Pairs in Tweet in G2:
[11] #education,#educhat
[8] #edchat,#educhat
[6] #teachertwitter,#educhat
[5] #educhat,#edutwitter
[5] learn,more
[5] #edutwitter,#educhat
[4] #educhat,#teachertwitter
[3] #educhat,#education
[3] identity,superpower
[3] great,way

Top Word Pairs in Tweet in G3:
[18] #educhat,#ukedchat
[16] choosing,#letslocalise
[16] #letslocalise,chosen
[16] chosen,empower
[16] empower,school
[16] school,students
[16] students,staff
[16] staff,fundraising
[16] fundraising,community
[10] #letslocalise,#educhat

Top Word Pairs in Tweet in G4:
[46] support,pupils
[45] productive,weekend
[45] weekend,making
[45] making,quick
[45] quick,help
[45] help,sheet
[45] sheet,strategies
[45] strategies,staff
[45] staff,use
[45] use,support

Top Word Pairs in Tweet in G5:
[13] #educhat,#teachertwitter
[11] #edutwitter,#educhat
[10] #educhat,#edutech
[10] #edutech,#education
[10] #education,#sltchat
[9] #sltchat,#leadership
[9] #leadership,#teaching
[9] #teaching,#pedagogy
[8] marble,runs
[8] link,bio

Top Word Pairs in Tweet in G6:
[15] mental,health
[15] health,wellbeing
[15] wellbeing,resources
[13] support,school
[12] #wellbeinginschools,#educhat
[11] school,leaders
[10] free,mental
[10] receive,resources
[10] resources,weekly
[9] weekly,benefit

Top Word Pairs in Tweet in G7:
[4] welcome,#trcthursday
[4] #trcthursday,simple
[4] simple,share
[4] share,something
[4] something,active
[4] active,ve
[4] ve,done
[4] done,week
[4] week,re
[4] re,proud

Top Word Pairs in Tweet in G8:
[33] #earlyyears,#teamec
[32] #teamec,#eybluk
[32] #keyu,#eyshare
[32] #eyshare,#educhat
[30] #eybluk,#eymatters
[30] #eymatters,#eytalking
[30] #eytalking,#keyu
[22] #educhat,#eyfs
[19] #eyfs,#eysharing
[18] #eysharing,#edchat

Top Word Pairs in Tweet in G9:
[6] ask,ss
[6] ss,#reflect
[6] #reflect,#learning
[6] #learning,let's
[6] let's,cautious
[6] cautious,rating
[6] rating,scales
[6] scales,use
[6] use,smiles
[6] smiles,frowns

Top Word Pairs in Tweet in G10:
[17] coaching,education
[17] education,conference
[15] 7th,coaching
[14] #educoach,#educhat
[7] case,studies
[6] gcieducation,7th
[5] #coached2022,participants
[5] participants,recordings
[5] recordings,keynote
[5] keynote,presentations

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@thriveinedu
@edumatchbooks
@miss_aird
@getting_smart
@gcieducation
@letslocalise
@eyeearlyed
@buncee

Top Mentioned in G1:
@rdene915
@thriveinedu
@edumatchbooks
@getting_smart
@buncee
@neolms
@hacktronicsin
@k12prospects
@nearpod

Top Mentioned in G2:
@msmckinder
@mooby2000
@classcomposer
@2peasandadog

Top Mentioned in G3:
@letslocalise
@parklandsleeds
@greenbxmachine
@alfredsalter
@thetilian
@wellspringat
@tsa_trust
@nestle
@warburtons
@pepsico

Top Mentioned in G4:
@miss_aird
@shailoua
@showbie

Top Mentioned in G5:
@kgainerteacher
@tokens_for
@sped__cte_edu
@etr_in
@hempfield
@fe_chanb
@hempfieldsd
@hempfieldea
@hem

Top Mentioned in G6:
@headteacherchat
@daisi_education
@yesfutures
@wcsqm
@edtechimpact
@bbceducation
@bonnglobal
@agis_ev
@thehstrymakers
@edsupportuk

Top Mentioned in G7:
@teachersrunclub
@worldbookdayuk
@chaplendaniel
@teambeds
@activeluton
@london10k
@londonmarathon
@jamfsoftware
@rgsworcester
@rgsthegrange

Top Mentioned in G8:
@eyeearlyed
@kinderly
@adameyleader
@firststepsuk
@famlyhq
@hertslearning
@miss_aird

Top Mentioned in G9:
@juliepjones
@techamys
@mrs_smoke
@mrdearybury
@msoskil
@jmattmiller
@playfuluniclub
@playscotland
@america_plays

Top Mentioned in G10:
@gcieducation
@claudiaowad
@christianvn
@rboyatzis
@lowestard
@ch

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersecurityn8
@glasgow_watch
@fabriciosx
@brandonmscales
@birdwriter7
@andrewmorrisuk
@azuerbot
@humanre41270855
@botsecx

Top Tweeters in G1:
@fabriciosx
@azuerbot
@botsecx
@education_24x7
@rahul05ranjan
@gosquad22
@superteamup
@iamdrwill
@hiringcare
@gdorn1

Top Tweeters in G2:
@shannon91981
@altait
@macohibs
@sportandiandres
@signupdotcom
@sbeducation
@uopeople
@artsintedu
@definedlearning
@sparkearlyyears

Top Tweeters in G3:
@raesnape
@chrisdysonht
@eastreadingcom
@tekzilla_it
@kfc
@greenbxmachine
@pepsico
@whsmith
@warburtons
@disney

Top Tweeters in G4:
@beth_tastic
@lisa_send
@renatekriegler
@eqtraining
@helenaustin2013
@waanaki_
@mrsbsutherland
@showbie
@lobster_1
@mothersaid

Top Tweeters in G5:
@indieangles
@hardistymark
@flipgrid
@betterjobsearch
@college_experts
@tweetinmichelle
@coolcatteacher
@fafsa
@straightthinked
@mtholfsen

Top Tweeters in G6:
@cherrylkd
@toriaclaire
@headteacherchat
@deputygrocott
@edsupportuk
@place2be
@bbceducation
@daisi_education
@wcsqm
@teamsquarepeg

Top Tweeters in G7:
@tes
@sjacksonhorner
@londonmarathon
@clemcoady
@activeluton
@worldbookdayuk
@jamfsoftware
@teambeds
@dushydaniel
@rgsworcester

Top Tweeters in G8:
@tonydowling
@mini_lebowski
@eytalking
@brimblegaynor
@aaronearlyyears
@cosydirect
@eyeearlyed
@hertslearning
@ucbchilded
@vets_elc

Top Tweeters in G9:
@scholastic
@jmattmiller
@techamys
@mrdearybury
@msoskil
@playmorestudios
@playscotland
@peterhreynolds
@juliepjones
@mrs_smoke

Top Tweeters in G10:
@drrlofthouse
@ch
@kphoekman
@the__hustlerguy
@cameronross3
@cmunrooz
@christianvn
@coachjasmine
@claudiaowad
@emytomita