educhat, Twitter, 5/30/2022 11:45:30 AM, 277345


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educhat_2022-05-30_03-15-01.xlsx
educhat_2022-05-30_03-15-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 30, 2022
Short Description:
educhat via NodeXL https://bit.ly/3lVVxPl
@educationbnb
@rdene915
@eduscene
@dreambeastpoems
@sparxmaths
@scalarhumanity
@education_24x7
@seriousteachers
@daisi_education
@headteacherchat

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

Description:
Description
The graph represents a network of 1,002 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, 30 May 2022 at 10:16 UTC.

The requested start date was Monday, 30 May 2022 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, 22-hour, 58-minute period from Monday, 16 May 2022 at 00:54 UTC to Sunday, 29 May 2022 at 23:53 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 : 1002
Unique Edges : 664
Edges With Duplicates : 2484
Total Edges : 3148
Number of Edge Types : 5
MentionsInRetweet : 1150
Replies to : 33
Retweet : 866
Mentions : 644
Tweet : 455
Self-Loops : 488
Reciprocated Vertex Pair Ratio : 0.0664240218380346
Reciprocated Edge Ratio : 0.12457337883959
Connected Components : 188
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 394
Maximum Edges in a Connected Component : 1774
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.545253
Graph Density : 0.00116849218645626
Modularity : 0.364416
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,002 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, 30 May 2022 at 10:16 UTC.

The requested start date was Monday, 30 May 2022 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, 22-hour, 58-minute period from Monday, 16 May 2022 at 00:54 UTC to Sunday, 29 May 2022 at 23:53 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:
[91] https://www.rdene915.com/
[54] 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
[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
[26] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[24] https://anchor.fm/rdene915
[21] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[19] https://apcentral.collegeboard.org/courses/ap-precalculus?fbclid=IwAR0fXS-vJvmmyCN8Y5ADFaJQpQ9isgJr4IfpscnqI0rbVsM7AKUSruAGX4Q
[13] https://www.gettingsmart.com/author/rachelle/
[10] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[9] https://www.eventbrite.co.uk/e/dig-deeper-into-gender-and-identity-tickets-256667498397

Top URLs in Tweet in G1:
[89] https://www.rdene915.com/
[51] 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
[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
[26] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[24] https://anchor.fm/rdene915
[20] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[13] https://www.gettingsmart.com/author/rachelle/
[10] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[7] https://www.youtube.com/watch?v=MfHBwV-8W1E&feature=youtu.be

[6] https://k12prospects.com/LP/The-Expert-Guide-to-Using-Images-in-K12-Marketing-Emails/The-Expert-Guide-to-Using-Images-in-K12-Marketing-Emails.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=the-expert-guide-to-using-images-in-k12-marketing-emails&utm_content=textlink

Top URLs in Tweet in G2:
[4] https://fromCanada.org/did-yousee-the-pedestrian
[3] https://fromCanada.org/driving-%26-cannabis
[2] https://autloud.ie/how-to-be-an-authentic-ally-to-the-autistic-community/
[2] https://fromcanada.org/
[2] https://www.hourglasseducation.com/overseas-teachers/
[2] https://www.linkedin.com/pulse/professional-courage-dr-sarah-trevaskis/?trackingId=IOSLWBQRQ4mJv3M92uzifg%3D%3D
[2] https://theinclusivemind.com/blog/2022/04/30/how-to-plan-appropriate-and-effective-lessons-for-your-students/
[2] https://theinclusivemind.com/blog/2022/03/21/the-benefits-of-differentiation-in-elementary-classrooms/
[1] https://open.spotify.com/episode/79zXliItBN841S3aF5bwea
[1] https://twitter.com/desrochersjake/status/1526319965011419136

Top URLs in Tweet in G3:
[3] https://yesfutures.activehosted.com/f/3
[2] https://www.yesfutures.org/upcoming-events
[1] https://twitter.com/dreambeastpoems/status/1526994277707948032
[1] https://twitter.com/stolavesprep/status/1529150514730090496
[1] https://twitter.com/teachergoals/status/1530275668210106371
[1] https://www.yesfutures.org/finding-futures
[1] https://us06web.zoom.us/webinar/register/WN_rEK4iwxcQ1CVEKE2M-o9Jw
[1] https://governorsforschools.org.uk/blog/how-can-governors-support-school-leaders-to-deliver-culturally-enriching-experiences/
[1] https://twitter.com/secretHT1/status/1527354237629644807
[1] https://daisi.education/qla-transition/

Top URLs in Tweet in G4:
[4] https://www.uclpress.co.uk/collections/ro_homepage_products/products/129448
[2] https://www.fortistrust.co.uk/vacancies
[1] https://www.seriousteachers.com/job_details/276595/0/incheon-elemjr-high-no-kindy-sept-1st-south-korea
[1] https://www.seriousteachers.com/job_details/276566/0/efl-teacher-parttime-belarus
[1] https://www.seriousteachers.com/job_details/275399/0/native-english-teacher-turkey
[1] https://www.seriousteachers.com/job_details/276576/0/homeroom-teacher-for-kindergarten-and-primary-thailand
[1] https://www.seriousteachers.com/job_details/276578/0/schools-link-fulltime-pt-teaching-vacancy-vietnam
[1] https://www.seriousteachers.com/job_details/276584/1/mathematics-teacher-indonesia
[1] https://www.seriousteachers.com/job_details/276377/0/english-homeroom-teacher-thailand
[1] https://www.seriousteachers.com/job_details/268075/0/teach-children-english-china

Top URLs in Tweet in G5:
[8] https://lockee.fr/
[8] https://murexpo.org/me/
[5] https://www.eventbrite.co.uk/o/create-education-project-17431597975
[4] https://www.ascd.org/blogs/ascd-statement-on-the-devastating-school-shooting-in-uvalde-texas
[4] https://waltuh.wordpress.com/2022/05/22/1339/
[2] 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
[2] https://www.createeducation.com/resource/which-3d-printer-education-buyers-guide/
[1] https://www.fastcompany.com/90752591/see-legos-stunning-new-set-which-turns-van-goghs-starry-night-into-3d-art
[1] https://waltuh.wordpress.com/2022/05/29/1364/
[1] https://www.pewresearch.org/fact-tank/2022/05/18/more-than-half-of-americans-live-within-an-hour-of-extended-family/

Top URLs in Tweet in G6:
[4] https://www.youtube.com/watch?v=2tZ89U4LCjg&feature=youtu.be

[2] https://www.earlyyearseducator.co.uk/practical/article/communication-and-language-a-whole-lot-of-holes?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1652826680
[2] https://twitter.com/AaronEarlyYears/status/1528771179590328320
[1] https://www.earlyyearseducator.co.uk/features/article/british-values-time-for-change?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1653750145
[1] https://www.earlyyearseducator.co.uk/features/article/literacy-here-be-dragons?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1652907699
[1] https://www.earlyyearseducator.co.uk/practical/article/understanding-the-world-well-watered?utm_medium=Social&utm_source=Twitter#Echobox=1646041751
[1] https://www.earlyyearseducator.co.uk/news/article/june-issue-coming-together
[1] https://www.earlyyearseducator.co.uk/practical/article/physical-development-sticks-and-twine?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1653551635
[1] https://www.earlyyearseducator.co.uk/features/article/accessing-the-early-years-an-sen-perspective?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1653846216
[1] https://www.earlyyearseducator.co.uk/features/article/sector-update-valuing-the-early-years-workforce?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1652334045

Top URLs in Tweet in G7:
[1] https://worldoceanday.school/toolkit/

Top URLs in Tweet in G8:
[1] https://twitter.com/teacherpeloton/status/1527258179473657861
[1] https://strava.com/clubs/TeachersRunClub

Top URLs in Tweet in G9:
[1] https://twitter.com/letslocalise/status/1523701831817256961

Top URLs in Tweet in G10:
[3] https://engaginglearners.com/shortshortbig
[2] https://engaginglearners.com/freebies
[1] https://engaging-learners-academy.teachable.com/p/disciplinary-literacy-for-every-content-area-grades-5-12
[1] https://edu.teacherwit.com/posts/23343924?utm_source=manual

Top Domains
Top Domains in Tweet in Entire Graph:
[110] amazon.com
[95] rdene915.com
[67] co.uk
[56] twitter.com
[44] google.com
[26] anchor.fm
[26] org.uk
[24] youtube.com
[20] collegeboard.org
[17] k12prospects.com

Top Domains in Tweet in G1:
[105] amazon.com
[93] rdene915.com
[28] google.com
[26] anchor.fm
[17] k12prospects.com
[13] gettingsmart.com
[10] definedstem.com
[9] youtube.com
[6] mediumsnetwork.com
[5] classcomposer.com

Top Domains in Tweet in G2:
[9] fromcanada.org
[8] twitter.com
[7] co.uk
[4] linkedin.com
[4] theinclusivemind.com
[3] youtube.com
[3] hourglasseducation.com
[3] teachonamission.com
[2] autloud.ie
[2] org.uk

Top Domains in Tweet in G3:
[6] twitter.com
[3] activehosted.com
[3] yesfutures.org
[3] daisi.education
[1] zoom.us
[1] org.uk
[1] youtube.com
[1] headteacher-update.com
[1] co.uk

Top Domains in Tweet in G4:
[12] co.uk
[8] seriousteachers.com
[2] t.co
[1] co.za
[1] gov.uk
[1] org.uk
[1] twitter.com

Top Domains in Tweet in G5:
[8] lockee.fr
[8] murexpo.org
[5] wordpress.com
[5] co.uk
[5] createeducation.com
[4] ascd.org
[3] fastcompany.com
[3] amazon.com
[2] leanlabeducation.org
[1] pewresearch.org

Top Domains in Tweet in G6:
[10] co.uk
[6] youtube.com
[3] twitter.com

Top Domains in Tweet in G7:
[1] worldoceanday.school

Top Domains in Tweet in G8:
[1] twitter.com
[1] strava.com

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

Top Domains in Tweet in G10:
[5] engaginglearners.com
[1] teachable.com
[1] teacherwit.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[921] educhat
[435] education
[243] edutwitter
[231] edtech
[226] k12
[210] sel
[181] edchat
[127] teachertwitter
[125] teachers
[95] teaching



Top Hashtags in Tweet in G1:
[247] education
[235] educhat
[206] sel
[197] k12
[156] edtech
[83] ai
[57] edutwitter
[51] stem
[44] pbl
[42] edchat

Top Hashtags in Tweet in G2:
[105] educhat
[32] education
[30] edutwitter
[20] teachers
[17] teachertwitter
[12] edtech
[10] edchat
[8] stem
[6] edu
[5] teaching

Top Hashtags in Tweet in G3:
[32] educhat
[24] edutwitter
[22] teacher
[17] teachers
[17] education
[13] poem
[11] teachertwitter
[8] teaching
[7] thankateacher
[7] schools

Top Hashtags in Tweet in G4:
[54] educhat
[24] teaching
[16] teachers
[14] education
[13] schools
[12] openaccess
[11] tefl
[11] esl
[11] elt
[11] edchat

Top Hashtags in Tweet in G5:
[34] educhat
[22] edtech
[20] edutech
[19] edchat
[16] edugladiators
[16] outildumercredi
[15] k12
[13] edreform
[13] edadmin
[13] edleadership

Top Hashtags in Tweet in G6:
[34] teamec
[33] earlyyears
[33] eymatters
[32] eybluk
[27] eytalking
[26] educhat
[25] keyu
[24] eyshare
[24] eyfs
[14] eysharing

Top Hashtags in Tweet in G7:
[22] worldoceanday
[22] schools
[5] educhat
[4] geographytwitter
[4] primary
[2] edutwitter
[2] secondary
[2] teachers
[2] familyofschools
[2] resources

Top Hashtags in Tweet in G8:
[7] educhat
[6] teachersrunclub
[2] trcthursday
[1] nationalcycletoworkday
[1] teacherswhorun
[1] halfterm
[1] fridayfeeling
[1] parkrun
[1] saturdaymorning
[1] sunsout

Top Hashtags in Tweet in G9:
[8] educhat
[4] letslocalisethefuture
[4] letslocalisetogether
[4] letslocalisecommunity
[4] educationmatters
[3] ukedchat
[3] letslocalisefun
[3] education
[3] ukeducation
[2] letslocalise

Top Hashtags in Tweet in G10:
[13] educhat
[4] workshop
[3] teachertwitter
[3] biomes
[2] reading
[2] successfulwriters
[2] inquiry
[2] firstgrade
[1] profdev
[1] educators

Top Words
Top Words in Tweet in Entire Graph:
[921] #educhat
[435] #education
[243] #edutwitter
[231] #edtech
[230] rdene915
[226] #k12
[210] #sel
[204] book
[181] #edchat
[166] school

Top Words in Tweet in G1:
[247] #education
[235] #educhat
[223] rdene915
[206] #sel
[197] #k12
[156] #edtech
[126] book
[106] guest
[101] stories
[93] great

Top Words in Tweet in G2:
[105] #educhat
[32] #education
[30] #edutwitter
[23] students
[20] #teachers
[17] #teachertwitter
[16] free
[12] #edtech
[12] teachers
[11] school

Top Words in Tweet in G3:
[32] #educhat
[24] #edutwitter
[22] #teacher
[17] #teachers
[17] #education
[17] best
[15] teachers
[13] #poem
[13] more
[12] dreambeastpoems

Top Words in Tweet in G4:
[54] #educhat
[24] #teaching
[16] teaching
[16] #teachers
[16] book
[15] school
[14] #education
[14] public
[14] educational
[13] #schools

Top Words in Tweet in G5:
[34] #educhat
[22] #edtech
[20] #edutech
[19] #edchat
[19] create_edu_proj
[18] co
[16] #edugladiators
[16] #outildumercredi
[16] découvrez
[15] #k12

Top Words in Tweet in G6:
[34] #teamec
[33] #earlyyears
[33] #eymatters
[32] #eybluk
[29] eyeearlyed
[27] #eytalking
[26] #educhat
[25] #keyu
[24] #eyshare
[24] #eyfs

Top Words in Tweet in G7:
[22] #worldoceanday
[22] #schools
[21] wodforschools
[20] everything
[20] need
[20] know
[20] taking
[20] part
[20] one
[20] place

Top Words in Tweet in G8:
[7] #educhat
[6] #teachersrunclub
[4] teambeds
[4] morning
[4] share
[4] re
[3] conference
[3] looking
[3] forward
[3] speaking

Top Words in Tweet in G9:
[8] #educhat
[4] schools
[4] #letslocalisethefuture
[4] #letslocalisetogether
[4] #letslocalisecommunity
[4] #educationmatters
[3] teachers
[3] still
[3] late
[3] re

Top Words in Tweet in G10:
[14] short
[13] #educhat
[11] school
[10] tuesday
[10] 24
[10] starting
[10] 18
[10] 00
[10] cet
[10] former

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[154] #education,#educhat
[100] #sel,#edtech
[83] educator,stories
[76] #education,#sel
[72] #edutwitter,#educhat
[69] #edchat,#educhat
[62] guest,blogs
[57] #edtech,#k12
[56] true,story
[56] story,lessons

Top Word Pairs in Tweet in G1:
[98] #sel,#edtech
[82] #education,#educhat
[81] educator,stories
[74] #education,#sel
[60] guest,blogs
[56] true,story
[56] story,lessons
[56] lessons,one
[56] one,kid
[56] kid,taught

Top Word Pairs in Tweet in G2:
[11] #educhat,#edutwitter
[9] #educhat,#teachers
[8] #edutwitter,#educhat
[7] #education,#educhat
[6] #edchat,#educhat
[6] #educhat,#edtech
[5] #education,#edutwitter
[5] professional,courage
[4] free,free
[4] #teachertwitter,#educhat

Top Word Pairs in Tweet in G3:
[11] #education,#educhat
[10] version,best
[10] best,teachers
[10] teachers,#poem
[10] #poem,#teacher
[10] #teacher,30
[10] 30,years
[10] years,here's
[10] here's,truth
[10] truth,children

Top Word Pairs in Tweet in G4:
[12] confidence,educational
[12] educational,assessment
[11] teaching,job
[11] #tefl,#esl
[11] #esl,#elt
[11] rebuilding,public
[11] public,confidence
[10] #elt,#efl
[10] #efl,#celta
[10] #celta,#teaching

Top Word Pairs in Tweet in G5:
[17] #edchat,#educhat
[16] #educhat,#edugladiators
[16] #outildumercredi,découvrez
[14] etwinningfrance,#outildumercredi
[13] #edugladiators,#edreform
[13] #edreform,#edadmin
[13] #edadmin,#edleadership
[13] #edtech,#edutech
[12] #edleadership,#ascdgr
[12] #ascdgr,#edpolicy

Top Word Pairs in Tweet in G6:
[31] #earlyyears,#teamec
[30] #teamec,#eybluk
[30] #eybluk,#eymatters
[25] #eymatters,#eytalking
[23] #eytalking,#keyu
[22] #keyu,#eyshare
[22] #eyshare,#educhat
[20] #educhat,#eyfs
[14] #eyfs,#eysharing
[12] book,launch

Top Word Pairs in Tweet in G7:
[20] everything,need
[20] need,know
[20] know,taking
[20] taking,part
[20] part,#worldoceanday
[20] #worldoceanday,#schools
[20] #schools,one
[20] one,place
[20] place,download
[20] download,free

Top Word Pairs in Tweet in G8:
[4] #teachersrunclub,#educhat
[3] teambeds,conference
[3] conference,morning
[3] morning,looking
[3] looking,forward
[3] forward,speaking
[3] speaking,lots
[3] lots,educators
[3] educators,charities
[2] welcome,#trcthursday

Top Word Pairs in Tweet in G9:
[4] #letslocalisetogether,#letslocalisecommunity
[3] teachers,still
[3] still,late
[3] late,re
[3] re,sure
[3] sure,ve
[3] ve,heard
[3] heard,amazing
[3] amazing,prizes
[3] prizes,peer

Top Word Pairs in Tweet in G10:
[10] tuesday,24
[10] 24,starting
[10] starting,18
[10] 18,00
[10] 00,cet
[10] cet,former
[10] former,colleague
[10] colleague,friend
[10] friend,svermeulin
[10] svermeulin,discuss

Top Replied-To
Top Replied-To in Entire Graph:
@fastcompany
@ed4excellence
@ssireview
@sandiegocoe
@mckinseydigital
@pewresearch
@avonbourneul
@heatherlfriz
@sue_cowley
@nytimes

Top Replied-To in G5:
@fastcompany
@ascd
@pewresearch
@mckinseydigital
@sandiegocoe
@ssireview
@ed4excellence

Top Replied-To in G6:
@sue_cowley

Top Replied-To in G8:
@teacherpeloton

Top Replied-To in G9:
@coftonschool
@woodhousepa
@galley_hill
@pymkathryn
@chrisdysonht

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@edumatchbooks
@thriveinedu
@tollbarmat
@stacilynchoer
@eyeearlyed
@trilbytv
@wodforschools
@educatoralex
@create_edu_proj

Top Mentioned in G1:
@rdene915
@edumatchbooks
@thriveinedu
@k12prospects
@getting_smart
@definedstem
@buncee
@mediumsnetwork
@rosaisiah
@nearpod

Top Mentioned in G2:
@inclusivemind_
@inspiradora_la
@gllspace
@griffin_ot
@adamgoodridge18
@potpier1
@elemteach81
@parahistories
@trevaskisdr
@jcarlsonnbct

Top Mentioned in G3:
@dreambeastpoems
@daisi_education
@moses_brian
@secretht1
@schoolgovnet
@welbeeuk
@kidspoetsummit
@edsupportuk
@michaelrose
@michaelrosenyes

Top Mentioned in G4:
@uclpress
@miriched
@dylanwiliam
@face_edsoftware
@bcteaching
@viaafrikaza
@seriousteachers
@sparxmaths
@sacslearn
@kirstycmacaulay

Top Mentioned in G5:
@create_edu_proj
@etwinningfrance
@lockeefr
@naace
@rdene915
@leanlabed
@walterindc
@ascd
@trilbytv
@mrpowersoms8

Top Mentioned in G6:
@eyeearlyed
@aaronearlyyears
@swailesruth
@adameyleader
@tineyco
@threadssuccess
@sue_cowley
@tamsjourney
@schemaplay
@playtoz

Top Mentioned in G7:
@wodforschools

Top Mentioned in G8:
@teambeds
@teachersrunclub
@runsomehq
@sustrans
@teacherpeloton
@robertjamesimpe
@liamrowlands94
@activeluton
@teammodeshift
@chrishoy

Top Mentioned in G9:
@happyhead74
@letslocalise
@kindnesscoach_
@adrianbethune
@thosethatcan
@cstewart_cs
@primaryrocks1
@headteacherchat
@censoredhead
@proudheadteach1

Top Mentioned in G10:
@svermeulin
@nancyinlux1
@getjouzywithit
@lrawdahedu
@mrs_gi
@katiemcknightel
@missmcclureedu
@tarafrost
@mrs_gilchrist

Top Tweeters
Top Tweeters in Entire Graph:
@glasgow_watch
@opensource_orgs
@education_24x7
@codewithtwitchi
@calcaware
@globeandmail
@rahul05ranjan
@murfad
@nytimes
@botfemale

Top Tweeters in G1:
@education_24x7
@calcaware
@reveal_house
@jccordero28
@iamdrwill
@rdene915
@fillmorewhite
@markj_ohnson
@jc_james_clark
@buncee

Top Tweeters in G2:
@potpier1
@diegoojeda66
@sbeducation
@fromcanada_org
@trustanthony
@xqamerica
@theresourcehub2
@born2engineer
@hasan_tinmaz
@busythings

Top Tweeters in G3:
@teachertoolkit
@heathermassey2
@miss_mcinerney
@tes
@socialdesigncr1
@coolcatteacher
@schoolsweek
@moses_brian
@channel4
@fonant

Top Tweeters in G4:
@designthinkbot
@botforequality
@sprintbaseb
@galactic_ditto
@uclpress
@mybcu
@arthurjchapman
@charteredcoll
@ofstednews
@seriousteachers

Top Tweeters in G5:
@fastcompany
@scalarhumanity
@franchising247
@pewresearch
@ascd
@yannpoirson
@walterindc
@bloodhound_edu
@safetydave1000k
@sandiegocoe

Top Tweeters in G6:
@sue_cowley
@eytalking
@swailesruth
@aaronearlyyears
@cosydirect
@eytagteam
@sparkearlyyears
@eyeearlyed
@ucbchilded
@ecsdnetwork

Top Tweeters in G7:
@nosuchseagull
@worldoceansday
@dansolo
@bluemarinef
@mscecolabel
@alinaulls
@gillian03636385
@charlotte_raffo
@lsklearning
@benfinifaru

Top Tweeters in G8:
@halfords_uk
@wiggle_sport
@sustrans
@mrmarkbeaumont
@evanscycles
@gpwhyte
@chrishoy
@activeluton
@teambeds
@rossedgley

Top Tweeters in G9:
@raesnape
@chrisdysonht
@thosethatcan
@cstewart_cs
@kindnesscoach_
@primaryrocks1
@adrianbethune
@happyhead74
@proudheadteach1
@censoredhead

Top Tweeters in G10:
@mrs_gilchrist
@vidhyag12
@nancyinlux1
@parmplummer
@jutecht
@katiemcknightel
@jmikton
@isluxembourg
@shiftingschools
@daaelementary