Ofsted, Twitter, 11/3/2019 1:17:29 AM, 215059


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Ofsted_2019-11-02_17-00-04.xlsx
Ofsted_2019-11-02_17-00-04.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
November 03, 2019
Short Description:
Ofsted via NodeXL http://bit.ly/36lTCdM
@redwoman1552
@toryfibs
@ofstednews
@mac123_m
@paulgarvey4
@hannayjeremy
@jeremycorbyn
@rogershistory
@schoolsweek
@keefeelosopher

Top hashtags:
#ofsted
#foster
#education
#fostering
#birmingham
#edutwitter
#school
#manchester

Description:
Description
The graph represents a network of 8,409 Twitter users whose recent tweets contained "Ofsted", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 03 November 2019 at 00:17 UTC.

The tweets in the network were tweeted over the 9-day, 1-hour, 46-minute period from Thursday, 24 October 2019 at 22:04 UTC to Saturday, 02 November 2019 at 23:50 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 : 8409
Unique Edges : 11258
Edges With Duplicates : 2874
Total Edges : 14132
Self-Loops : 1286
Reciprocated Vertex Pair Ratio : 0.0254799928225372
Reciprocated Edge Ratio : 0.0496937882764654
Connected Components : 821
Single-Vertex Connected Components : 421
Maximum Vertices in a Connected Component : 6608
Maximum Edges in a Connected Component : 12020
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.322965
Graph Density : 0.000161662456936686
Modularity : 0.681049
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 8,409 Twitter users whose recent tweets contained "Ofsted", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 03 November 2019 at 00:17 UTC.

The tweets in the network were tweeted over the 9-day, 1-hour, 46-minute period from Thursday, 24 October 2019 at 22:04 UTC to Saturday, 02 November 2019 at 23:50 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 : TwitterSearch
Graph Term : Ofsted
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[189] https://noordinaryclassroom.home.blog/2019/10/29/dear-ofsted/
[50] https://twitter.com/imaybebored/status/1190383553672077318
[33] http://www.medicalconditionsatschool.org.uk
[29] https://www.tes.com/news/do-teachers-have-ofsted-based-stockholm-syndrome
[28] https://schoolsweek.co.uk/the-ofsted-effect-schools-ditch-three-year-gcses/
[21] https://succesfeelosophy.wordpress.com/good-schools-analysing-what-they-are/
[19] https://www.aoc-services.co.uk/events_and_training/aoc-ofsted-webinar-nov19/
[18] https://inews.co.uk/news/education/cheating-vocational-courses-further-education-cheating-management-pressure-ofsted-819584
[16] https://www.ssatuk.co.uk/leading-a-school-through-inspection-under-the-new-ofsted-framework/
[16] https://writing4pleasuredotcom.files.wordpress.com/2019/10/teaching_writing_the_ofsted_framework.pdf

Top URLs in Tweet in G1:
[2] https://inews.co.uk/news/education/homework-rubbish-ofsted-parenting-advice-opinion-education-641070
[1] https://www.theguardian.com/politics/2019/sep/21/angela-rayner-labour-ofsted-education-interview
[1] https://noordinaryclassroom.home.blog/2019/10/29/dear-ofsted/
[1] https://files.api.ofsted.gov.uk/v1/file/50119753
[1] https://twitter.com/RedWoman1552/status/1187654815972765696
[1] https://twitter.com/redwoman1552/status/1187654815972765696
[1] https://www.facebook.com/Maureen.Anne.Fitzsimmons/posts/10220197946116766

Top URLs in Tweet in G2:
[1] https://twitter.com/paulgarvey4/status/1188872189275193345
[1] https://twitter.com/Saczak1/status/1189187135472951296

Top URLs in Tweet in G3:
[26] https://noordinaryclassroom.home.blog/2019/10/29/dear-ofsted/
[21] https://www.tes.com/news/do-teachers-have-ofsted-based-stockholm-syndrome
[21] https://succesfeelosophy.wordpress.com/good-schools-analysing-what-they-are/
[12] https://www.gov.uk/government/publications/social-care-questionnaires-2019-what-children-and-young-people-told-ofsted
[8] https://www.educationuncovered.co.uk/news/143111/academy-trust-lined-up-to-take-on-forced-academy-primary-has-never-faced-an-ofsted-inspection.thtml
[7] https://schoolsweek.co.uk/the-ofsted-effect-schools-ditch-three-year-gcses/
[7] https://www.teachertoolkit.co.uk/2019/10/27/ofsted-bonuses/
[5] https://feweek.co.uk/2019/10/25/ofsted-reveal-new-inspection-report-all-13-of-them/
[4] https://www.youtube.com/watch?v=byqlQ9nxshg

[3] https://www.tes.com/news/election-2019-labours-ofsted-and-sats-bonfire

Top URLs in Tweet in G4:
[3] https://www.stokesentinel.co.uk/news/local-news/inadequate-north-staffordshire-primary-school-3459778
[2] https://twitter.com/RogersHistory/status/1181324702117224448
[1] https://www.theguardian.com/politics/2019/sep/21/labour-we-will-scrap-ofsted-radical-election-pledge
[1] https://reports.ofsted.gov.uk
[1] https://twitter.com/michaelgove/status/948574225937379329
[1] https://twitter.com/NEUnion/status/1189535619657162753

Top URLs in Tweet in G5:
[6] https://noordinaryclassroom.home.blog/2019/10/29/dear-ofsted/
[5] https://inews.co.uk/news/education/cheating-vocational-courses-further-education-cheating-management-pressure-ofsted-819584
[5] https://www.tes.com/news/ofsted-and-adult-education-labours-election-pledges
[5] https://www.babcockldp.co.uk/improving-schools-settings/data-and-assessement/data-resources/ofsted
[4] https://www.tes.com/news/do-teachers-have-ofsted-based-stockholm-syndrome
[4] https://www.yorkshireeveningpost.co.uk/education/leeds-schools-visited-ofsted-after-claims-they-rolled-pupils-boost-results-818704
[4] https://www.tes.com/news/election-2019-labours-ofsted-and-sats-bonfire
[4] https://schoolsweek.co.uk/the-ofsted-effect-schools-ditch-three-year-gcses/
[3] https://twitter.com/RedWoman1552/status/1187654815972765696
[3] https://inews.co.uk/news/education/inadequate-islamic-school-ofsted-819451

Top URLs in Tweet in G6:
[10] https://emmaseducationthoughts.wordpress.com/
[9] https://www.teachwire.net/news/why-its-great-that-outstanding-schools-will-no-longer-be-except-from-ofsted-inspections
[5] http://go.pardot.com/l/576323/2019-10-30/xw8nq
[3] https://www.teachearlyyears.com/nursery-management/view/ofsteds-eif-what-nurseries-need-to-know
[2] https://jamiegbarry.wordpress.com/2019/10/20/ofsted-a-new-framework/
[1] https://twitter.com/TeacherToolkit/status/1189610356009775109
[1] https://twitter.com/DavidDidau/status/1190277077129404416
[1] https://twitter.com/teachwire/status/1189173547689762816
[1] https://writing4pleasuredotcom.files.wordpress.com/2019/10/teaching_writing_the_ofsted_framework.pdf
[1] https://twitter.com/MrBKteaches/status/1189500762013028359

Top URLs in Tweet in G7:
[32] http://www.medicalconditionsatschool.org.uk
[5] https://www.specialneedsjungle.com/send-inquiry-report-education-committee-blasts-dfe-las-and-ofsted-over-multiple-send-failures/
[2] https://attendee.gotowebinar.com/register/3088330652673662977
[2] https://schoolsweek.co.uk/ofsted-accused-of-legal-breach-over-lack-of-send-consultations/
[2] https://www.theguardian.com/education/2019/oct/15/pupils-propelled-out-school-system-home-education-ofsted-report?CMP=share_btn_tw
[2] https://schoolsimprovement.net/why-ofsteds-eif-could-give-arts-education-a-much-needed-boost/
[2] https://www.servicesforeducation.co.uk/our-offer/long-term-learning-2019/
[2] https://twitter.com/i/web/status/1188393399696707584
[1] https://schoolleaders.thekeysupport.com/school-evaluation-and-improvement/inspection/whole-school-inspection-criteria/how-ofsted-inspect-curriculum-quality-of-education/?utm_campaign=KSL&utm_content=104374760&utm_medium=social&utm_source=twitter&hss_channel=tw-39253357
[1] https://twitter.com/YinkaEwuola/status/1188554796581740546

Top URLs in Tweet in G8:
[17] https://schoolsweek.co.uk/the-ofsted-effect-schools-ditch-three-year-gcses/
[7] https://schoolsweek.co.uk/new-inspections-still-disadvantage-less-affluent-schools-analysis-suggests/
[6] https://schoolsweek.co.uk/grammar-expansions-expose-satellite-loophole/
[6] https://feweek.co.uk/2019/10/25/ofsted-reveal-new-inspection-report-all-13-of-them/
[6] https://inews.co.uk/news/education/cheating-vocational-courses-further-education-cheating-management-pressure-ofsted-819584
[3] https://feweek.co.uk/2019/10/25/first-ofsted-grade-4-challenged-by-provider/
[3] https://feweek.co.uk/2019/10/25/ofsted-watch-week-ends-with-flurry-of-new-reports/
[3] https://feweek.co.uk/?p=85094
[3] https://feweek.co.uk/2019/11/01/ofsted-watch-college-struggling-ahead-of-demerger-as-itps-see-ups-and-downs/
[2] https://rogertitcombelearningmatters.wordpress.com/2016/04/20/school-councils-misunderstandings-misuse-and-missed-opportunities-for-learning-excellence/

Top URLs in Tweet in G9:
[146] https://noordinaryclassroom.home.blog/2019/10/29/dear-ofsted/
[3] https://www.theguardian.com/teacher-network/2017/jan/14/secret-teacher-ofsted-inspection-schools-fear?utm_content=buffer87bfb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.tes.com/news/do-teachers-have-ofsted-based-stockholm-syndrome
[1] https://www.theguardian.com/education/2019/oct/15/pupils-propelled-out-school-system-home-education-ofsted-report?CMP=share_btn_tw
[1] https://noordinaryclassroom.home.blog/2019/10/29/dear-ofsted/amp/?__twitter_impression=true
[1] https://twitter.com/jameseyfs/status/1187656542973235201
[1] https://twitter.com/JamesEYFS/status/1187645337860743168
[1] https://twitter.com/hannayjeremy/status/1189151422912303106
[1] https://www.teachwire.net/news/why-its-great-that-outstanding-schools-will-no-longer-be-except-from-ofsted-inspections

Top URLs in Tweet in G10:
[8] https://schoolsimprovement.net/why-ofsteds-eif-could-give-arts-education-a-much-needed-boost/
[7] https://www.sparkearlyyears.co.uk/
[5] https://schoolsimprovement.net/why-its-great-that-outstanding-schools-will-no-longer-be-except-from-ofsted-inspections/
[3] https://sparkearlyyears.co.uk/sparkwebinars
[2] https://twitter.com/SchoolsWeek/status/1190367663123582976
[2] https://www.natre.org.uk/news/latest-news/what-are-primary-school-inspection-reports-saying-about-religious-education/
[2] https://www.natre.org.uk/news/latest-news/what-are-secondary-school-inspection-reports-saying-about-religious-education/
[2] https://mailchi.mp/2d0f5f7faac8/novembernews
[1] https://twitter.com/TeachSecondary/status/1187618552330805249
[1] https://schoolsimprovement.net/general-election-the-tory-manifesto-and-education/

Top Domains
Top Domains in Tweet in Entire Graph:
[540] co.uk
[264] twitter.com
[194] home.blog
[99] gov.uk
[96] tes.com
[73] org.uk
[57] wordpress.com
[27] theguardian.com
[19] schoolsimprovement.net
[17] ac.uk

Top Domains in Tweet in G1:
[2] twitter.com
[2] co.uk
[1] theguardian.com
[1] home.blog
[1] gov.uk
[1] facebook.com

Top Domains in Tweet in G2:
[2] twitter.com

Top Domains in Tweet in G3:
[72] co.uk
[56] twitter.com
[39] tes.com
[27] gov.uk
[26] home.blog
[26] wordpress.com
[8] westminsterinsight.com
[6] org.uk
[5] youtube.com
[5] eyfs.info

Top Domains in Tweet in G4:
[4] twitter.com
[3] co.uk
[1] theguardian.com
[1] gov.uk

Top Domains in Tweet in G5:
[181] co.uk
[39] twitter.com
[27] gov.uk
[24] tes.com
[10] linkedin.com
[9] home.blog
[7] org.uk
[6] theguardian.com
[4] instagram.com
[4] sch.uk

Top Domains in Tweet in G6:
[13] wordpress.com
[10] twitter.com
[10] teachwire.net
[5] pardot.com
[3] teachearlyyears.com
[1] thirdspacelearning.com
[1] home.blog

Top Domains in Tweet in G7:
[32] org.uk
[13] twitter.com
[12] co.uk
[7] specialneedsjungle.com
[3] gov.uk
[3] nurseryworldshow.com
[2] gotowebinar.com
[2] theguardian.com
[2] youtube.com
[2] schoolsimprovement.net

Top Domains in Tweet in G8:
[63] co.uk
[14] twitter.com
[8] catteachers.com
[3] tes.com
[3] org.uk
[2] wordpress.com
[2] gov.uk
[1] sch.uk
[1] home.blog
[1] ac.uk

Top Domains in Tweet in G9:
[147] home.blog
[4] theguardian.com
[3] twitter.com
[2] tes.com
[1] teachwire.net

Top Domains in Tweet in G10:
[15] schoolsimprovement.net
[14] co.uk
[9] org.uk
[4] twitter.com
[2] mailchi.mp
[1] home.blog

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[395] ofsted
[69] foster
[65] education
[48] fostering
[48] birmingham
[46] edutwitter
[45] school
[45] manchester
[44] curriculum
[44] london



Top Hashtags in Tweet in G1:
[2] nes
[2] education
[2] votelabour
[2] ditchjohnson
[1] tories
[1] teaching
[1] ofsted
[1] toriesout
[1] gtto
[1] austerity

Top Hashtags in Tweet in G2:
[1] jc4pm
[1] ditchthetories
[1] votelabour2019

Top Hashtags in Tweet in G3:
[81] ofsted
[32] eif2019
[20] education
[19] edutwitter
[18] primaryrocks
[18] curriculum
[17] deepdives
[17] eddchat
[17] edres
[16] reliability

Top Hashtags in Tweet in G4:
[11] jc4pm
[4] ofsted
[2] beproudbepassionatebeprestwich
[2] votelabour2019
[2] labour
[1] moveon
[1] lab19
[1] ditchthetories
[1] winwithlabour
[1] bluebite

Top Hashtags in Tweet in G5:
[62] ofsted
[9] ukedchat
[8] childcare
[7] education
[6] edutwitter
[5] socialcare
[5] play
[5] wakefield
[5] markings
[5] secondaryeducation

Top Hashtags in Tweet in G6:
[29] ofsted
[14] maths
[7] ffbwednesday
[5] mathschat
[5] ukechat
[5] whatitaughttoday
[3] edutwitter
[2] primaryrocks
[2] pedagogy
[2] leadership

Top Hashtags in Tweet in G7:
[24] ofsted
[13] send
[11] curriculum
[8] edutwitter
[7] wednesdaywisdom
[3] sltchat
[3] nwshow
[3] eyfs
[2] icymi
[2] nursery

Top Hashtags in Tweet in G8:
[12] ofsted
[11] schools
[7] schoolsweek
[7] rse
[5] accountability
[2] aelpautumn19
[2] election2019
[2] decemberelection
[2] edutwitter
[1] edselctte

Top Hashtags in Tweet in G9:
[2] ofsted
[2] deepdives
[1] education
[1] teachers
[1] inspection
[1] schoolleadership
[1] womened
[1] sltchat
[1] headteachers
[1] goodvibes

Top Hashtags in Tweet in G10:
[11] eyfs
[10] eif
[6] ofsted
[6] childminders
[3] included
[3] education
[3] playtoz
[3] preschool
[3] canigoandplaynow
[3] elp

Top Words
Top Words in Tweet in Entire Graph:
[15860] Words in Sentiment List#1: Positive
[13112] Words in Sentiment List#2: Negative
[14] Words in Sentiment List#3: Angry/Violent
[337404] Non-categorized Words
[366376] Total Words
[9113] ofsted
[4537] s
[2658] fees
[2496] jobs
[2264] 000

Top Words in Tweet in G1:
[3285] s
[1764] ofsted
[1659] years
[1649] teaching
[1649] pressure
[1646] up
[1644] job
[1642] week
[1642] cheaper
[1641] 40

Top Words in Tweet in G2:
[2408] fees
[1434] ofsted
[1286] jobs
[1223] scrap
[1205] tuition
[1205] universal
[1205] credit
[1205] sats
[1204] rape
[1204] bedroom

Top Words in Tweet in G3:
[1291] ofsted
[417] schools
[317] new
[296] framework
[295] inspection
[249] school
[221] ofstednews
[190] know
[146] s
[137] education

Top Words in Tweet in G4:
[2019] 000
[1917] free
[1360] ofsted
[1107] jobs
[1039] abolish
[1030] national
[1021] 5
[1017] trained
[1016] prescriptions
[1016] legal

Top Words in Tweet in G5:
[416] ofsted
[102] school
[83] gt
[68] more
[64] schools
[61] #ofsted
[60] good
[56] new
[52] s
[52] teacher

Top Words in Tweet in G6:
[301] ofsted
[166] today
[164] room
[131] good
[107] schools
[106] book
[102] staff
[100] learning
[96] teachers
[95] walks

Top Words in Tweet in G7:
[198] ofsted
[74] new
[72] inspection
[68] conditions
[67] medical
[64] safeguarding
[54] report
[54] children
[50] now
[46] send

Top Words in Tweet in G8:
[257] ofsted
[168] schools
[132] new
[89] under
[72] year
[72] inspection
[64] school
[63] first
[60] framework
[55] reports

Top Words in Tweet in G9:
[185] ofsted
[144] back
[144] dear
[142] hey
[22] s
[19] hannayjeremy
[13] eyfs
[11] schools
[9] teaching
[9] go

Top Words in Tweet in G10:
[166] ofsted
[73] re
[53] new
[47] reports
[45] inspections
[44] inspection
[43] framework
[35] under
[33] education
[32] schools

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1944] gave,up
[1944] 17,years
[1944] years,teaching
[1944] go,s
[1943] husband,40
[1943] 40,tomorrow
[1943] tomorrow,week
[1943] week,gave
[1943] up,job
[1943] job,17

Top Word Pairs in Tweet in G1:
[1640] husband,40
[1640] 40,tomorrow
[1640] tomorrow,week
[1640] week,gave
[1640] gave,up
[1640] up,job
[1640] job,17
[1640] 17,years
[1640] years,teaching
[1640] teaching,hot

Top Word Pairs in Tweet in G2:
[1205] tuition,fees
[1205] universal,credit
[1205] ofsted,sats
[1204] bedroom,tax
[1203] things,labour
[1203] labour,scrap
[1203] scrap,elected
[1203] elected,tuition
[1203] fees,universal
[1203] credit,perscription

Top Word Pairs in Tweet in G3:
[125] ofsted,inspection
[97] new,framework
[88] ofsted,framework
[86] new,ofsted
[84] under,new
[69] deep,dives
[64] inspection,framework
[56] find,out
[54] ofsted's,deputy
[54] deputy,director

Top Word Pairs in Tweet in G4:
[1019] abolish,ofsted
[1016] free,prescriptions
[1016] legal,aid
[1016] 5,000
[1016] 27m,extra
[1016] extra,appointments
[1008] electric,car
[1004] prescriptions,5
[1004] 000,new
[1004] new,gp's

Top Word Pairs in Tweet in G5:
[55] gt,gt
[26] more,jobs
[26] jobs,gt
[22] outstanding,ofsted
[21] ofsted,inspection
[18] good,ofsted
[18] social,worker
[14] gt,please
[14] please,go2
[14] go2,page

Top Word Pairs in Tweet in G6:
[95] learning,walks
[87] book,scrutinies
[83] without,ofsted
[82] 16,yrs
[82] yrs,taught
[82] taught,without
[82] ofsted,observations
[82] observations,compulsory
[82] compulsory,lesson
[82] lesson,plans

Top Word Pairs in Tweet in G7:
[66] medical,conditions
[38] new,ofsted
[32] campaigning,r
[32] r,delighted
[32] delighted,new
[32] ofsted,guidance
[32] guidance,now
[32] now,includes
[32] includes,medical
[32] conditions,part

Top Word Pairs in Tweet in G8:
[52] year,gcses
[51] under,new
[50] three,year
[49] new,framework
[49] new,inspection
[46] schools,challenging
[46] challenging,intakes
[46] intakes,still
[45] ofsted,reports
[44] analysis,first

Top Word Pairs in Tweet in G9:
[144] dear,ofsted
[142] hey,back
[142] back,dear
[8] go,s
[5] husband,40
[5] 40,tomorrow
[5] tomorrow,week
[5] week,gave
[5] gave,up
[5] up,job

Top Word Pairs in Tweet in G10:
[36] ofsted,inspections
[26] under,new
[24] ofsted,inspection
[23] new,ofsted
[19] new,framework
[17] inspection,framework
[17] framework,here
[17] high,quality
[16] monitoring,ofsted
[16] inspections,under

Top Replied-To
Top Replied-To in Entire Graph:
@jeremycorbyn
@johnmcdonnellmp
@redwoman1552
@rogershistory
@paulgarvey4
@ofstednews
@warwickmansell
@hannayjeremy
@teachertoolkit
@jameshandscombe

Top Replied-To in G1:
@redwoman1552
@jeremycorbyn
@maxmcevoy
@ne_grant
@lisjt90
@johnmcdonnellmp
@teach_resilient
@kayesem

Top Replied-To in G2:
@jeremycorbyn
@martinerimmer
@redwoman1552
@toryfibs

Top Replied-To in G3:
@rogershistory
@paulgarvey4
@ofstednews
@warwickmansell
@teachertoolkit
@jameshandscombe
@stuartlock
@bennewmark
@walkinghead65
@kymscott5

Top Replied-To in G4:
@jeremycorbyn
@johnmcdonnellmp
@davidb45212563
@mac123_m
@lbc
@dennyhaynes
@libdems
@tomgibson1945l1
@angelarayner

Top Replied-To in G6:
@fakeheadteacher
@teachwellall
@emmccatt
@deputygrocott
@newheadteacher
@mrskcan
@leaderprimary
@teaching_up
@mrbestaht
@presidentbeard

Top Replied-To in G7:
@j_critcher
@wecanaccess
@laisterdykela
@2tubies
@fod3
@soli_yellowsun
@bjpren
@exclusionlawyer
@andysquires1
@mrjamesccc

Top Replied-To in G8:
@schoolsweek
@heymisssmith
@mrblachford
@missdcox
@behaviour_guy
@annmorgan
@matthaig1
@lucympowell
@naoorguk
@ewenfields

Top Replied-To in G9:
@hannayjeremy
@rebecca86176
@milliganeleanor
@wherenext5
@annaephgrave

Top Replied-To in G10:
@hollyarigby
@drrlofthouse
@tombennett71
@keith_turvey
@miss_mcinerney
@miss_snuffy
@dr_pam_jarvis
@marymyatt
@catchaminute
@profchristaylor

Top Mentioned
Top Mentioned in Entire Graph:
@ofstednews
@mcdonalds
@rogershistory
@nahtedge
@paulgarvey4
@tes
@amy_finch
@apf102
@jeremycorbyn
@chris_ofsted

Top Mentioned in G1:
@itcorbyn
@redwoman1552
@handusty12
@vad002
@msparadoxy
@angry_voice
@mcdonalds
@alomshaha
@shamils18

Top Mentioned in G2:
@pam4harroweast
@mcdonalds

Top Mentioned in G3:
@ofstednews
@nahtedge
@rogershistory
@paulgarvey4
@tes
@amy_finch
@apf102
@chris_ofsted
@bennewmark
@mathsnetty

Top Mentioned in G4:
@mcdonalds
@jeremycorbyn
@pam4harroweast
@angelarayner
@davidb45212563
@mac123_m
@johnmcdonnellmp
@mamaloufood
@toadmeister
@cyclingkev

Top Mentioned in G5:
@intelatech
@hmrcunplugged

Top Mentioned in G6:
@mrarawlings
@jon_hutchinson_
@fakeheadteacher
@mr_s_cains
@primarypercival
@theprimaryhead
@deputygrocott
@misssdoherty
@moderncassie
@headteachdunn

Top Mentioned in G7:
@ofsted
@captaink77
@ofstednews
@catrionamoore13
@educationgovuk
@weschoolnurses
@saphnasharonobe
@kennygibsonnhs
@slowe_learner
@gerryakatracey

Top Mentioned in G8:
@schoolsweek
@ofstednews
@sex_ed_forum
@theipaper
@secmoderns
@feweek
@neunion
@carpenter_rob
@simonsinek
@thinkingschool2

Top Mentioned in G9:
@hannayjeremy
@helenmoylett
@keep_eys_unique

Top Mentioned in G10:
@natreupdate
@schoolsimprove
@eyalliance
@ucet_uk
@bbclondonnews
@commissiononre
@miss_snuffy
@tombennett71
@reonline_tweets
@ifweek

Top Tweeters
Top Tweeters in Entire Graph:
@rk70534
@s9tmt
@roblwilson
@honeymoongondol
@tim_fargo
@ericdemarylebon
@bliadhnaichean
@menabster
@porridgeisgood
@firsttmaster

Top Tweeters in G1:
@menabster
@der_bluthund
@thefabledaesop
@euethnic
@julian47hill
@mojos55
@xraypat
@mconway70
@leftferret
@helenyg

Top Tweeters in G2:
@s9tmt
@ericdemarylebon
@gracemurphy2
@allchanges
@lalitapetila
@greegreece
@johnedginton
@chunkymark
@aspiemum
@frygerard

Top Tweeters in G3:
@ms_peaceweaver
@ft
@raesnape
@michaelrosenyes
@positiveimagep
@5naureen
@mariagreenie
@little_mavis
@oldandrewuk
@jhinkley24

Top Tweeters in G4:
@rk70534
@roblwilson
@bliadhnaichean
@porridgeisgood
@davidbewart
@mcdonalds
@davidjewood
@suegray834
@derekrootboy
@shipa123

Top Tweeters in G5:
@agenparl
@hambysr
@forumeditor
@nick_chater
@welshbeard
@edp24
@ed_ontap
@networkofnewsuk
@dailyecho
@educatormaguk

Top Tweeters in G6:
@crowmogh
@teachfmaths
@jayeshmthakur
@seapieparcel
@digitalsphere33
@kennygfrederick
@macmillancancer
@wordpressdotcom
@watergatebayam
@phoare1963

Top Tweeters in G7:
@tim_fargo
@yorkshirepost
@revrichardcoles
@gemandmoll
@bradford_tanda
@starlightmckenz
@leedsnews
@ictevangelist
@saphnasharonobe
@kennygibsonnhs

Top Tweeters in G8:
@theipaper
@tone1923
@abbyaug
@adambanksdotcom
@aj_amaze
@lowerformofwit
@matthaig1
@chrischivers2
@feweek
@ahsfutures

Top Tweeters in G9:
@bar_zie
@andylutwyche
@leafydragon_fpl
@cparkinson535
@36bs24ub
@paul_steenkamp
@keep_eys_unique
@cazzypot
@oldprimaryhead1
@gbdougie

Top Tweeters in G10:
@guardian
@tombennett71
@schoolsimprove
@a_weatherall
@miss_mcinerney
@eytalking
@vj
@edujdw
@danielhugill
@dutaut