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Ofsted (how OR communicate) Twitter NodeXL SNA Map and Report for Friday, 18 March 2022 at 13:14 UTC (experimental version)
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From:
TeacherToolkit
Uploaded on:
March 18, 2022
Short Description:
Ofsted (how OR communicate) via NodeXL https://bit.ly/36abRaX
@naomicfisher
@ofstednews
@little_mavis
@teachertoolkit
@progeducat
@swailesruth
@gillditch55
@edmjbg
@paulgarvey4
@michael_merrick

Top hashtags:
#ofsted
#homeeducation
#ukedchat
#ukraine
#send
#ascl2022

Description:
Description
The graph represents a network of 448 Twitter users whose recent tweets contained "Ofsted (how OR communicate)", 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 Friday, 18 March 2022 at 13:15 UTC.

The tweets in the network were tweeted over the 8-day, 6-hour, 54-minute period from Thursday, 10 March 2022 at 06:01 UTC to Friday, 18 March 2022 at 12:55 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 : 448
Unique Edges : 611
Edges With Duplicates : 46
Total Edges : 657
Number of Edge Types : 5
Retweet : 182
Tweet : 69
Replies to : 96
Mentions : 147
MentionsInRetweet : 163
Self-Loops : 71
Reciprocated Vertex Pair Ratio : 0.0630797773654917
Reciprocated Edge Ratio : 0.118673647469459
Connected Components : 98
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 173
Maximum Edges in a Connected Component : 369
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.332439
Graph Density : 0.00286133748801534
Modularity : 0.782336
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 448 Twitter users whose recent tweets contained "Ofsted (how OR communicate)", 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 Friday, 18 March 2022 at 13:15 UTC.

The tweets in the network were tweeted over the 8-day, 6-hour, 54-minute period from Thursday, 10 March 2022 at 06:01 UTC to Friday, 18 March 2022 at 12:55 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 (how OR communicate)
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:
[36] https://www.standard.co.uk/news/uk/ofsted-government-services-solihull-b987644.html
[19] https://files.ofsted.gov.uk/v1/file/50179415
[9] https://smithsmm.wordpress.com/2021/06/26/the-fallacy-teachers-in-disadvantaged-arent-as-good/
[8] https://my.chartered.college/event/why-our-curriculum-needs-to-be-lgbt-inclusive-and-how-we-can-do-it/
[8] https://www.teachertoolkit.co.uk/2022/03/13/ofsted-mfl-policy/
[6] https://ffteducationdatalab.org.uk/2022/03/30-years-of-ofsted/
[5] https://www.telegraph.co.uk/news/2022/03/16/ampleforth-colleges-future-doubt-ofsted-brands-safeguarding/
[5] https://www.eventbrite.co.uk/e/practical-solutions-in-pshe-rse-and-ofsted-tickets-269499268567
[5] https://twitter.com/katief1978/status/1503615310582145029
[5] http://email.headteacher-update.com/q/1xg59l0mx4CpvNpwq/wv

Top URLs in Tweet in G1:
[26] https://www.standard.co.uk/news/uk/ofsted-government-services-solihull-b987644.html
[5] https://twitter.com/katief1978/status/1503615310582145029
[2] https://files.ofsted.gov.uk/v1/file/50177948
[2] https://www.standard.co.uk/news/uk/ofsted-government-services-solihull-b987644.html?fbclid=IwAR0QnqBjfJT0J1MuGeHyO_kzcNO9OUa3jGmnDM5UKewWY1Mj09dLPSd37-w

Top URLs in Tweet in G2:
[9] https://smithsmm.wordpress.com/2021/06/26/the-fallacy-teachers-in-disadvantaged-arent-as-good/
[3] https://twitter.com/SwailesRuth/status/1502337886582190091
[1] https://www.standard.co.uk/news/uk/ofsted-government-services-solihull-b987644.html
[1] https://twitter.com/sue_cowley/status/1504013835589636096

Top URLs in Tweet in G4:
[5] http://email.headteacher-update.com/q/1xg59l0mx4CpvNpwq/wv
[3] https://www.theguardian.com/society/2022/mar/03/how-did-bolton-childrens-home-receive-ofsted-licence-to-close-months-later
[2] http://nautilus.education
[1] https://my.chartered.college/impact_article/a-reflection-on-modern-languages-pedagogy-and-how-teachers-might-engage-with-research/
[1] http://www.wellacre.org/join-us/how-to-apply/
[1] https://schoolsweek.co.uk/labour-shadow-education-phillipson-parents-dont-have-clear-sense-of-what-ofsted-grades-mean/
[1] https://www.theguardian.com/education/2022/mar/12/covid-made-parents-more-relaxed-about-unauthorised-holidays-ofsted?CMP=Share_iOSApp_Other
[1] https://www.independent.co.uk/news/education/education-news/gcse-results-cultural-capital-museum-b2034763.html
[1] https://www.yesfutures.org/post/what-are-schools-doing-to-meet-ofsted-s-personal-development-framework
[1] https://reports.ofsted.gov.uk/provider/23/137309?utm_source&utm_medium=email&utm_campaign=report

Top URLs in Tweet in G5:
[8] https://www.teachertoolkit.co.uk/2022/03/13/ofsted-mfl-policy/
[1] https://schoolsweek.co.uk/teachers-observed-on-curriculum-intent-as-ofsted-focus-seeps-into-classroom/
[1] https://twitter.com/BBradley_Mans/status/1501122915525345284
[1] https://my.chartered.college/event/why-our-curriculum-needs-to-be-lgbt-inclusive-and-how-we-can-do-it/
[1] https://www.arkcurriculumplus.org.uk/news-events/putting-the-curriculum-at-the-heart-of-maths-teaching?utm_source=social+media&utm_medium=social+media&utm_campaign=MMs+Ofsted+Feb22

Top URLs in Tweet in G6:
[4] https://twitter.com/i/spaces/1dRKZlXmZbvJB?s=20
[1] https://www.standard.co.uk/news/uk/ofsted-government-services-solihull-b987644.html

Top URLs in Tweet in G7:
[19] https://files.ofsted.gov.uk/v1/file/50179415
[1] https://www.tes.com/magazine/archive/who-amanda-spielman-next-ofsted-chiefs-education-cv

Top URLs in Tweet in G8:
[1] https://twitter.com/roozie52/status/1504446662017789953/photo/1
[1] https://www.standard.co.uk/news/uk/ofsted-government-services-solihull-b987644.html

Top URLs in Tweet in G9:
[1] https://educationinspection.blog.gov.uk/2019/05/10/what-is-off-rolling-and-how-does-ofsted-look-at-it-on-inspection/

Top Domains
Top Domains in Tweet in Entire Graph:
[90] co.uk
[27] gov.uk
[19] twitter.com
[16] org.uk
[9] wordpress.com
[9] chartered.college
[9] theguardian.com
[5] tes.com
[5] headteacher-update.com
[4] blogspot.com

Top Domains in Tweet in G1:
[28] co.uk
[5] twitter.com
[2] gov.uk

Top Domains in Tweet in G2:
[9] wordpress.com
[4] twitter.com
[1] co.uk

Top Domains in Tweet in G4:
[5] headteacher-update.com
[4] theguardian.com
[4] co.uk
[2] nautilus.education
[2] twitter.com
[1] chartered.college
[1] wellacre.org
[1] yesfutures.org
[1] gov.uk

Top Domains in Tweet in G5:
[9] co.uk
[1] twitter.com
[1] chartered.college
[1] org.uk

Top Domains in Tweet in G6:
[4] twitter.com
[1] co.uk

Top Domains in Tweet in G7:
[19] gov.uk
[1] tes.com

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

Top Domains in Tweet in G9:
[1] gov.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14] ofsted
[5] homeeducation
[5] ukedchat
[5] ukraine
[5] send
[4] ascl2022
[4] geogchat
[4] llme
[3] rechatuk
[3] sltchat



Top Hashtags in Tweet in G1:
[5] homeeducation
[2] ascl2022
[2] solihull

Top Hashtags in Tweet in G4:
[7] ofsted
[5] ukraine
[5] send
[2] ukedchat
[1] dontjinxit
[1] personaldevelopment
[1] studentsupport
[1] educhat
[1] studentwellbeing
[1] education

Top Hashtags in Tweet in G8:
[1] educationsystem
[1] ofsted

Top Hashtags in Tweet in G9:
[2] pshe
[2] rshe

Top Words
Top Words in Tweet in Entire Graph:
[283] ofsted
[97] school
[86] children
[69] schools
[49] parents
[47] people
[46] inspection
[39] open
[38] language
[37] working

Top Words in Tweet in G1:
[32] parents
[31] children
[26] misapprehensions
[26] recognising
[26] school
[26] working
[26] framed
[26] anxiety
[26] implies
[26] irrational

Top Words in Tweet in G2:
[36] ofsted
[18] michael_merrick
[13] schools
[12] told
[12] teacher
[11] people
[9] bias
[9] framework
[9] times
[9] system

Top Words in Tweet in G3:
[8] school
[5] ofsted
[3] people
[3] schools
[3] staff
[3] alisonkriel
[2] clareemuir
[2] clare
[2] spoken
[2] fearful

Top Words in Tweet in G4:
[28] ofsted
[9] schools
[8] children
[8] teacher
[6] pupils
[6] best
[6] #ofsted
[5] school
[5] headteacher
[5] update

Top Words in Tweet in G5:
[38] language
[30] ofsted
[21] published
[20] analysis
[19] checking
[19] proofs
[19] article
[19] wrote
[19] snelljulia
[19] open

Top Words in Tweet in G6:
[20] ofsted
[14] school
[13] mrts_nqts
[11] progeducat
[11] rethinking_ed
[10] paulgarvey4
[10] theplayacademy
[10] well_schools
[10] barrowfordhead
[10] headteacherchat

Top Words in Tweet in G7:
[20] ofsted
[19] shocking
[19] disclosures
[19] care
[19] vulnerable
[19] children
[19] young
[19] people
[19] board
[19] ampleforth

Top Words in Tweet in G8:
[11] ofsted
[8] ofstednews
[6] working
[5] howtobeadopted
[5] dofe
[4] trust
[4] like
[4] experience
[4] adoptees
[3] people

Top Words in Tweet in G9:
[4] educationgovuk
[3] schools
[3] advice
[3] ofsted's
[2] final
[2] primary
[2] rshe
[2] session
[2] delighted
[2] welcome

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[29] misapprehensions,parents
[29] parents,children
[29] children,recognising
[29] recognising,school
[29] school,working
[29] working,framed
[29] framed,anxiety
[29] anxiety,implies
[29] implies,irrational
[29] irrational,opposed

Top Word Pairs in Tweet in G1:
[26] misapprehensions,parents
[26] parents,children
[26] children,recognising
[26] recognising,school
[26] school,working
[26] working,framed
[26] framed,anxiety
[26] anxiety,implies
[26] implies,irrational
[26] irrational,opposed

Top Word Pairs in Tweet in G2:
[9] michael_merrick,bias
[9] bias,ofsted
[9] ofsted,framework
[9] framework,told
[9] told,times
[9] times,people
[9] people,ofsted
[9] ofsted,system
[9] system,fair
[9] fair,teacher

Top Word Pairs in Tweet in G3:
[2] clareemuir,clare
[2] clare,spoken
[2] spoken,people
[2] people,schools
[2] schools,fearful
[2] fearful,good
[2] good,school
[2] school,staff
[2] staff,lose
[2] lose,relentless

Top Word Pairs in Tweet in G4:
[5] headteacher,update
[5] update,bulletin
[5] bulletin,talk
[5] talk,pupils
[5] pupils,invasion
[5] invasion,#ukraine
[5] #ukraine,quick
[5] quick,idea
[5] idea,improve
[5] improve,interventions

Top Word Pairs in Tweet in G5:
[19] checking,proofs
[19] proofs,article
[19] article,wrote
[19] wrote,snelljulia
[19] snelljulia,published
[19] published,open
[19] open,access
[19] access,analysis
[19] analysis,thousands
[19] thousands,inspection

Top Word Pairs in Tweet in G6:
[10] paulgarvey4,progeducat
[10] progeducat,mrts_nqts
[10] mrts_nqts,rethinking_ed
[10] rethinking_ed,theplayacademy
[10] theplayacademy,well_schools
[10] well_schools,barrowfordhead
[10] barrowfordhead,headteacherchat
[10] headteacherchat,censoredhead
[9] trying,meet
[9] meet,ofsted

Top Word Pairs in Tweet in G7:
[19] shocking,ofsted
[19] ofsted,disclosures
[19] disclosures,care
[19] care,vulnerable
[19] vulnerable,children
[19] children,young
[19] young,people
[19] people,board
[19] board,ampleforth
[19] ampleforth,college

Top Word Pairs in Tweet in G8:
[4] howtobeadopted,ofstednews
[4] ofstednews,dofe
[2] childreviewsat,looked
[2] looked,hard
[2] hard,parent
[2] parent,carer
[2] carer,report
[2] report,safeguarding
[2] safeguarding,concerns
[2] concerns,person

Top Word Pairs in Tweet in G9:
[2] final,primary
[2] primary,rshe
[2] rshe,session
[2] session,delighted
[2] delighted,welcome
[2] welcome,sarah
[2] sarah,lyles
[2] lyles,#pshe
[2] #pshe,wellbeing
[2] wellbeing,healthysurrey

Top Replied-To
Top Replied-To in Entire Graph:
@michael_merrick
@msjones_14
@howtobeadopted
@hagan_carmel
@tom_middlehurst
@sue_cowley
@swailesruth
@clareemuir
@deborahmeaden
@mukhtar_iam

Top Replied-To in G1:
@tom_middlehurst
@amanda_spielman
@chaoscastleuk

Top Replied-To in G2:
@michael_merrick
@msjones_14
@hagan_carmel
@swailesruth
@ace7_6
@hogster
@sue_cowley

Top Replied-To in G3:
@clareemuir
@deborahmeaden
@chrisdysonht
@alisonkriel
@greeborunner

Top Replied-To in G6:
@dwalkerdine
@mrslhistory
@woodmeena
@faithschoolot
@mrlmalkin
@mrjones8393

Top Replied-To in G7:
@martinbarrow

Top Replied-To in G8:
@howtobeadopted
@childreviewsat
@sue_cowley
@paulgarvey4
@ofstednews
@teamsquarepeg

Top Replied-To in G9:
@suewilkinson13

Top Replied-To in G10:
@hughjconsulting

Top Mentioned
Top Mentioned in Entire Graph:
@snelljulia
@mrts_nqts
@headteacherchat
@censoredhead
@rethinking_ed
@progeducat
@paulgarvey4
@theplayacademy
@well_schools
@barrowfordhead

Top Mentioned in G1:
@amanda_spielman
@network_primary

Top Mentioned in G2:
@michael_merrick
@thepetitioner
@drrlofthouse
@shakinthatchalk
@kaetror
@swailesruth

Top Mentioned in G3:
@llewelyn20
@retirementtales
@safesencosaeed
@oonaghkelleher
@artisfdn
@headteacherchat
@edroundtables
@anson_kari
@mejessop
@censoredhead

Top Mentioned in G5:
@snelljulia
@teachertoolkit
@ofstednews
@schoolsweek

Top Mentioned in G6:
@mrts_nqts
@progeducat
@rethinking_ed
@paulgarvey4
@theplayacademy
@well_schools
@barrowfordhead
@headteacherchat
@censoredhead
@edroundtables

Top Mentioned in G8:
@ofstednews
@dofe
@pamongabriola
@chrislarder
@vicgoddard
@ofsted_mcoffey

Top Mentioned in G9:
@educationgovuk
@healthysurrey
@tagtiv8
@nadhimzahawi
@chris_ofsted
@dan_ofsted
@amanda_spielman
@afpe_pe

Top Mentioned in G10:
@leedstrinity
@alumniltu
@leedstrinitysu
@johnleach12
@feefeeshelts
@cath_oconn
@ltulibrary1
@davebetts999

Top Tweeters
Top Tweeters in Entire Graph:
@guardian
@skynews
@metrouk
@yrotitna
@dileed
@liveotherwise
@idickson258
@little_mavis
@abbyaug
@chrisdysonht

Top Tweeters in G1:
@liveotherwise
@wolri
@moominthebrave
@rogre
@lillai23
@chaoscastleuk
@ecomentario
@eileenhmurphy
@fifidelyonbliss
@elainemcgreevy

Top Tweeters in G2:
@little_mavis
@abbyaug
@sue_cowley
@gillditch55
@swailesruth
@drrlofthouse
@smithsmm
@karen51915938
@thepetitioner
@bentleykarl

Top Tweeters in G3:
@chrisdysonht
@teachleadaali
@mrefinch
@ggriffithsbrown
@grahamandre
@rrunsworth
@greeborunner
@laurahallain
@deborahmeaden
@llewelyn20

Top Tweeters in G4:
@metrouk
@christineeasda1
@acuity_design
@heathermassey2
@fenews
@penny_ten
@_sarahkayy
@spsmith45
@bouvierjourno
@johnbaldlanglit

Top Tweeters in G5:
@dileed
@teachertoolkit
@schoolsweek
@lisafathersbf
@richardbadger2
@rapclassroom
@draperel
@davidaaldridge
@rossmcgill
@damien_page

Top Tweeters in G6:
@paulgarvey4
@headteacherchat
@mrts_nqts
@margaretot360
@barrowfordhead
@dwalkerdine
@menteachprimary
@missmacict
@ianj460
@theplayacademy

Top Tweeters in G7:
@idickson258
@wicardossa1957
@cherylcorless41
@wfseabrook
@jonesdavidn
@ijb19662
@1985deanne
@dthroat
@martinbarrow
@jerrylonsdale1

Top Tweeters in G8:
@sullieship
@edmjbg
@ofstednews
@childreviewsat
@dofe
@howtobeadopted
@chrislarder
@teamsquarepeg
@alimakeshay
@roozie52

Top Tweeters in G9:
@nadhimzahawi
@educationgovuk
@marymered
@tagtiv8
@londonpehwb
@afpe_pe
@healthysurrey
@suewilkinson13
@chris_ofsted
@claire_harnden

Top Tweeters in G10:
@yrotitna
@leedstrinity
@hughjconsulting
@cath_oconn
@feefeeshelts
@leedstrinitysu
@johnleach12
@ltulibrary1
@alumniltu
@davebetts999


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