Ofsted, Twitter, 3/10/2022 3:41:18 PM, 272855


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Ofsted Twitter NodeXL SNA Map and Report for Thursday, 10 March 2022 at 15:08 UTC
Ofsted Twitter NodeXL SNA Map and Report for Thursday, 10 March 2022 at 15:08 UTC
From:
TeacherToolkit
Uploaded on:
March 10, 2022
Short Description:
Ofsted via NodeXL https://bit.ly/3hYja7L
@ofstednews
@bbradley_mans
@stephendrew72
@sophielouisecc
@kirkymarj
@idickson258
@ripx4nutmeg
@ldhmarketing
@tatjanasuarez
@speechunion

Top hashtags:
#ofsted
#edutwitter
#education
#gowokegobroke
#parentpower
#womenwontwheest

Description:
Description
The graph represents a network of 5,324 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 Thursday, 10 March 2022 at 15:26 UTC.

The tweets in the network were tweeted over the 8-day, 4-hour, 8-minute period from Wednesday, 02 March 2022 at 10:52 UTC to Thursday, 10 March 2022 at 15:01 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 : 5324
Unique Edges : 6861
Edges With Duplicates : 1362
Total Edges : 8223
Number of Edge Types : 5
Retweet : 3559
MentionsInRetweet : 1236
Tweet : 1214
Mentions : 1265
Replies to : 949
Self-Loops : 1242
Reciprocated Vertex Pair Ratio : 0.0315622521808089
Reciprocated Edge Ratio : 0.0611931119311193
Connected Components : 882
Single-Vertex Connected Components : 481
Maximum Vertices in a Connected Component : 3417
Maximum Edges in a Connected Component : 5666
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.097547
Graph Density : 0.000229501759584063
Modularity : 0.746079
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,324 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 Thursday, 10 March 2022 at 15:26 UTC.

The tweets in the network were tweeted over the 8-day, 4-hour, 8-minute period from Wednesday, 02 March 2022 at 10:52 UTC to Thursday, 10 March 2022 at 15:01 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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[326] https://www.dailymail.co.uk/news/article-10587955/Britains-wokest-school-gets-downgraded-Ofsted.html
[169] https://www.aol.co.uk/private-school-downgraded-ofsted-approach-182942042.html
[132] https://www.theguardian.com/education/2022/mar/07/ofsted-downgrades-american-school-in-london-over-focus-on-social-justice
[96] https://dailysceptic.org/2022/03/07/private-school-downgraded-by-ofsted-for-being-too-woke-and-neglecting-actual-teaching/
[71] https://www.standard.co.uk/news/uk/ofsted-the-times-london-wood-b986591.html
[67] https://resources.finalsite.net/images/v1646403531/asl/eridzgnhcgvx99cylrr5/10214690-TheAmericanSchool-101168-FinalReport.pdf
[50] https://calumwebb.co.uk/posts/2022-01-12-ofsted-funding-poverty/
[36] https://www.gov.uk/government/speeches/amanda-spielman-at-the-nursery-world-business-summit-2022
[35] https://www.theguardian.com/society/2022/mar/03/how-did-bolton-childrens-home-receive-ofsted-licence-to-close-months-later
[33] https://www.theguardian.com/education/2022/mar/07/ofsted-downgrades-american-school-in-london-over-focus-on-social-justice?CMP=twt_a-education_b-gdnedu&fbclid=IwAR2NSNsfSNeGKDS6g1yotQB15HeebQbXKeeozVsoMAs2Z5QkfW49zjXSc08

Top URLs in Tweet in G1:
[96] https://www.dailymail.co.uk/news/article-10587955/Britains-wokest-school-gets-downgraded-Ofsted.html
[27] https://www.theguardian.com/education/2022/mar/07/ofsted-downgrades-american-school-in-london-over-focus-on-social-justice?CMP=twt_a-education_b-gdnedu&fbclid=IwAR2NSNsfSNeGKDS6g1yotQB15HeebQbXKeeozVsoMAs2Z5QkfW49zjXSc08
[17] https://www.dailymail.co.uk/news/article-10587955/Britains-wokest-school-gets-downgraded-Ofsted.html?ito=social-twitter_dailymailUK
[7] https://dailysceptic.org/2022/03/07/private-school-downgraded-by-ofsted-for-being-too-woke-and-neglecting-actual-teaching/
[5] https://www.dailymail.co.uk/news/article-10587955/Britains-wokest-school-gets-downgraded-Ofsted.html?ito=social-twitter_mailonline
[4] https://www.theguardian.com/education/2022/mar/07/ofsted-downgrades-american-school-in-london-over-focus-on-social-justice
[4] https://reports.ofsted.gov.uk/provider/27/101168
[3] https://dailym.ai/mol.im/a/7931931,https://www.dailymail.co.uk/
[2] https://www.mylondon.news/news/zone-1-news/london-private-school-parents-pay-23325499?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://www.dailymail.co.uk/news/article-10587955/amp/Britains-wokest-school-gets-downgraded-Ofsted.html

Top URLs in Tweet in G2:
[29] https://www.theguardian.com/education/2022/mar/07/ofsted-downgrades-american-school-in-london-over-focus-on-social-justice
[21] https://www.dailymail.co.uk/news/article-10587955/Britains-wokest-school-gets-downgraded-Ofsted.html
[13] https://www.theguardian.com/society/2022/mar/03/how-did-bolton-childrens-home-receive-ofsted-licence-to-close-months-later
[11] https://www.standard.co.uk/news/uk/ofsted-the-times-london-wood-b986591.html
[9] https://schoolsweek.co.uk/teachers-observed-on-curriculum-intent-as-ofsted-focus-seeps-into-classroom/
[9] https://www.theguardian.com/education/2022/mar/07/ofsted-downgrades-american-school-in-london-over-focus-on-social-justice?CMP=Share_iOSApp_Other
[7] https://www.tes.com/magazine/news/general/ofsted-delays-ite-provider-inspections
[6] https://schoolsweek.co.uk/ofsted-delays-ecf-and-npq-provider-inspections/
[6] https://www.nurseryworld.co.uk/news/article/ofsted-to-make-early-years-its-focus-over-next-five-years
[5] https://feweek.co.uk/ofsted-rates-sixth-form-college-outstanding-again-13-years-on-from-last-inspection/

Top URLs in Tweet in G3:
[4] https://www.gov.uk/guidance/childcare-significant-events-to-notify-ofsted-about
[2] https://www.gov.uk/government/publications/early-years-and-childcare-ofsteds-enforcement-policy
[2] https://www.gov.uk/government/publications/early-years-and-childcare-ofsteds-enforcement-policy/summary-of-changes
[2] https://www.tes.com/magazine/news/general/ofsted-delays-ite-provider-inspections
[2] https://schoolsweek.co.uk/ofsted-delays-ecf-and-npq-provider-inspections/
[1] https://www.gov.uk/government/speeches/amanda-spielman-at-the-nursery-world-business-summit-2022
[1] https://twitter.com/DontDivideUsNow/status/1501131738998837256
[1] https://twitter.com/SwailesRuth/status/1500395000043036675
[1] https://www.tes.com/magazine/news/general/ofsted-can-have-most-impact-early-years-says-spielman
[1] https://www.gov.uk/government/news/ofsted-to-inspect-delivery-of-early-career-framework-and-national-professional-qualifications

Top URLs in Tweet in G4:
[49] https://calumwebb.co.uk/posts/2022-01-12-ofsted-funding-poverty/
[32] https://www.cambridge.org/core/product/identifier/S147474642200001X/type/journal_article
[32] https://eprints.whiterose.ac.uk/181694/
[31] https://www.gov.uk/government/speeches/amanda-spielman-at-the-nursery-world-business-summit-2022
[21] https://www.theguardian.com/society/2022/mar/03/how-did-bolton-childrens-home-receive-ofsted-licence-to-close-months-later
[17] https://files.ofsted.gov.uk/v1/file/50178717
[14] https://www.civilservicejobs.service.gov.uk/csr/index.cgi?SID=cGFnZWNsYXNzPUpvYnMmam9ibGlzdF92aWV3X3ZhYz0xNzc0OTk3JnVzZXJzZWFyY2hjb250ZXh0PTE0OTY5Nzg0NSZvd25lcnR5cGU9ZmFpciZwYWdlYWN0aW9uPXZpZXd2YWNieWpvYmxpc3QmY3NvdXJjZT1jc3FzZWFyY2gmc2VhcmNoX3NsaWNlX2N1cnJlbnQ9MSZvd25lcj01MDcwMDAwJnJlcXNpZz0xNjQ2MTQ4Mjg2LThjMzdkOTIxNGIxZDc4ZWQ5NjQ0ZjhjODFkZWRiMWQxMjU4MTRhYWE=
[12] https://news.surreycc.gov.uk/2022/03/09/surrey-county-council-welcomes-improved-ofsted-grading-for-children-and-family-services/?utm_source=Twitter&utm_medium=social&utm_campaign=Orlo
[11] https://twitter.com/SWConcern/status/1499743535708479493
[11] https://reports.ofsted.gov.uk/provider/23/139062

Top URLs in Tweet in G5:
[162] https://www.aol.co.uk/private-school-downgraded-ofsted-approach-182942042.html
[33] https://www.theguardian.com/education/2022/mar/07/ofsted-downgrades-american-school-in-london-over-focus-on-social-justice
[9] https://academyofideas.cmail19.com/t/ViewEmail/r/D871FACF411CFD7B2540EF23F30FEDED/70794EDB024F57FD6D5E5F9A8728A5A6?alternativeLink=False
[6] https://www.standard.co.uk/news/uk/ofsted-the-times-london-wood-b986591.html?amp
[4] https://www.dailymail.co.uk/news/article-10587955/Britains-wokest-school-gets-downgraded-Ofsted.html
[2] https://twitter.com/ripx4nutmeg/status/1500935457298948101
[1] https://www.independent.co.uk/news/uk/private-school-ofsted-london-b2030473.html
[1] https://reports.ofsted.gov.uk/inspection-reports/find-inspection-report

Top URLs in Tweet in G6:
[97] https://www.dailymail.co.uk/news/article-10587955/Britains-wokest-school-gets-downgraded-Ofsted.html
[73] https://dailysceptic.org/2022/03/07/private-school-downgraded-by-ofsted-for-being-too-woke-and-neglecting-actual-teaching/
[14] https://www.theguardian.com/education/2022/mar/07/ofsted-downgrades-american-school-in-london-over-focus-on-social-justice
[7] https://www.westminster.gov.uk/news/more-pupils-westminster-receive-preferred-secondary-school-choice-1
[4] https://resources.finalsite.net/images/v1646403531/asl/eridzgnhcgvx99cylrr5/10214690-TheAmericanSchool-101168-FinalReport.pdf
[3] https://www.standard.co.uk/news/uk/ofsted-the-times-london-wood-b986591.html
[2] https://www.aol.co.uk/private-school-downgraded-ofsted-approach-182942042.html
[2] https://www.gov.uk/government/organisations/ofsted/about/complaints-procedure
[1] https://www.youtube.com/watch?v=Lmfs_HTiqO4&ab_channel=GBNews

[1] https://www.theguardian.com/education/2022/mar/07/ofsted-downgrades-american-school-in-london-over-focus-on-social-justice?CMP=twt_a-education_b-gdnedu&fbclid=IwAR2NSNsfSNeGKDS6g1yotQB15HeebQbXKeeozVsoMAs2Z5QkfW49zjXSc08

Top URLs in Tweet in G7:
[16] https://www.independent.co.uk/news/uk/private-school-ofsted-london-b2030473.html
[5] https://www.geography.org.uk/events/the-new-ofsted-framework-supporting-quality-history-and-geography/13814?OccId=19028&utm_content=buffera334c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://files.ofsted.gov.uk/v1/file/50178819
[3] https://twitter.com/MadeUpTeacher1/status/1499633790842548226
[3] https://twitter.com/CreativeEdTrust/status/1498577377491890179
[1] https://www.independent.co.uk/news/uk/brexit-ofsted-b2025940.html
[1] https://schoolsweek.co.uk/ofsted-delays-ecf-and-npq-provider-inspections/
[1] https://schoolsweek.co.uk/teachers-observed-on-curriculum-intent-as-ofsted-focus-seeps-into-classroom/
[1] https://twitter.com/whazell/status/1501461451470479363
[1] https://www.standard.co.uk/news/uk/ofsted-the-times-london-wood-b986591.html

Top URLs in Tweet in G8:
[23] https://www.standard.co.uk/news/uk/ofsted-the-times-london-wood-b986591.html
[7] https://resources.finalsite.net/images/v1646403531/asl/eridzgnhcgvx99cylrr5/10214690-TheAmericanSchool-101168-FinalReport.pdf
[6] https://www.dailymail.co.uk/news/article-10314975/Is-wokest-school-UK-Ofsted-probe-32k-year-London-school-parents-complain.html
[2] https://dailysceptic.org/2022/03/07/private-school-downgraded-by-ofsted-for-being-too-woke-and-neglecting-actual-teaching/
[1] https://www.theguardian.com/education/2022/mar/07/ofsted-downgrades-american-school-in-london-over-focus-on-social-justice?CMP=twt_a-education_b-gdnedu&fbclid=IwAR2NSNsfSNeGKDS6g1yotQB15HeebQbXKeeozVsoMAs2Z5QkfW49zjXSc08
[1] https://www.dailymail.co.uk/news/article-10587955/Britains-wokest-school-gets-downgraded-Ofsted.html

Top URLs in Tweet in G9:
[21] https://nikpatel146069383.wordpress.com/2022/03/06/ofsted-experience/
[7] 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
[6] https://www.arkcurriculumplus.org.uk/case-studies/equipping-exning-primary-for-ofsted?utm_source=social+media&utm_medium=social+media&utm_campaign=MMp+case+study+Feb22
[6] https://www.arkcurriculumplus.org.uk/news-events/preparing-for-ofsted-with-science-mastery?utm_source=social+media&utm_medium=social+media&utm_campaign=SM+Ofsted+Feb22
[5] https://www.arkcurriculumplus.org.uk/ofsted-preparation-guide?utm_source=social+media&utm_medium=social+media&utm_campaign=Ofsted+prep+guide
[4] https://www.arkcurriculumplus.org.uk/news-events/using-a-resourced-curriculum-and-preparing-for-ofsted?utm_source=social+media&utm_medium=social+media&utm_campaign=EM+Ofsted+Feb22
[3] https://twitter.com/MrNP4TEL/status/1500531664820350981
[2] https://www.arkcurriculumplus.org.uk/news-events/how-to-make-the-most-out-of-ofsteds-research-review-in-english?utm_source=social+media&utm_medium=social+media&utm_campaign=EM+Ofsted+Feb22
[2] https://arkcurriculumplus.lpages.co/english-mastery-eef-research-trial-2022-webinars/
[2] https://www.civilservicejobs.service.gov.uk/csr/index.cgi?SID=cGFnZWNsYXNzPUpvYnMmam9ibGlzdF92aWV3X3ZhYz0xNzc0OTk3JnVzZXJzZWFyY2hjb250ZXh0PTE0OTY5Nzg0NSZvd25lcnR5cGU9ZmFpciZwYWdlYWN0aW9uPXZpZXd2YWNieWpvYmxpc3QmY3NvdXJjZT1jc3FzZWFyY2gmc2VhcmNoX3NsaWNlX2N1cnJlbnQ9MSZvd25lcj01MDcwMDAwJnJlcXNpZz0xNjQ2MTQ4Mjg2LThjMzdkOTIxNGIxZDc4ZWQ5NjQ0ZjhjODFkZWRiMWQxMjU4MTRhYWE=

Top URLs in Tweet in G10:
[11] https://www.brownejacobson.com/education/training-and-resources/guides/2022/03/challenging-ofsted-inspections-a-practical-guide
[5] https://www.independent.co.uk/news/uk/private-school-ofsted-london-b2030473.html
[4] https://twitter.com/MflTransform/status/1501686894555504645
[3] https://www.nurseryworld.co.uk/news/article/ofsted-to-make-early-years-its-focus-over-next-five-years?utm_campaign=Echobox&utm_medium=Social&utm_source=Twitter
[3] https://www.theheadteacher.com/attainment-and-assessment/research/the-poison-called-ofsted
[2] https://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272851
[2] https://www.teachertoolkit.co.uk/2020/07/14/ofsted-annual-report-2020/
[2] https://www.tandfonline.com/doi/full/10.1080/09571736.2022.2046379?cookieSet=1
[2] https://www.theguardian.com/education/2019/jul/04/foreign-language-learning-more-vital-than-ever-in-post-brexit-world
[2] https://twitter.com/estrellasadie/status/1500907924230660099

Top Domains
Top Domains in Tweet in Entire Graph:
[1210] co.uk
[335] gov.uk
[296] theguardian.com
[276] twitter.com
[130] org.uk
[96] dailysceptic.org
[92] ac.uk
[67] finalsite.net
[47] tes.com
[32] cambridge.org

Top Domains in Tweet in G1:
[119] co.uk
[32] theguardian.com
[7] dailysceptic.org
[4] gov.uk
[3] dailym.ai
[3] mylondon.news
[2] twitter.com
[1] evolvetrust.org
[1] asl.org
[1] finalsite.net

Top Domains in Tweet in G2:
[211] co.uk
[70] gov.uk
[68] theguardian.com
[33] twitter.com
[19] org.uk
[13] tes.com
[9] youtube.com
[5] linkedin.com
[4] dailym.ai
[4] twinybots.ch

Top Domains in Tweet in G3:
[12] gov.uk
[7] co.uk
[3] tes.com
[2] twitter.com
[1] theguardian.com

Top Domains in Tweet in G4:
[137] gov.uk
[114] co.uk
[59] twitter.com
[32] cambridge.org
[32] ac.uk
[26] theguardian.com
[22] tes.com
[21] org.uk
[9] shorturl.at
[5] bigissue.com

Top Domains in Tweet in G5:
[173] co.uk
[33] theguardian.com
[9] cmail19.com
[2] twitter.com
[1] gov.uk

Top Domains in Tweet in G6:
[102] co.uk
[73] dailysceptic.org
[15] theguardian.com
[9] gov.uk
[4] finalsite.net
[1] youtube.com
[1] twitter.com
[1] gbnews.uk

Top Domains in Tweet in G7:
[20] co.uk
[9] twitter.com
[5] org.uk
[4] gov.uk
[1] linkedin.com

Top Domains in Tweet in G8:
[30] co.uk
[7] finalsite.net
[2] dailysceptic.org
[1] theguardian.com

Top Domains in Tweet in G9:
[30] org.uk
[21] wordpress.com
[5] twitter.com
[2] lpages.co
[2] gov.uk
[1] goo.gl
[1] theguardian.com
[1] co.uk

Top Domains in Tweet in G10:
[17] co.uk
[11] brownejacobson.com
[9] twitter.com
[3] theguardian.com
[3] theheadteacher.com
[2] nodexlgraphgallery.org
[2] tandfonline.com
[2] gov.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[192] ofsted
[63] edutwitter
[48] education
[40] gowokegobroke
[32] parentpower
[32] womenwontwheest
[27] eyfs
[25] ukedchat
[20] earlyyears
[18] eytalking



Top Hashtags in Tweet in G1:
[8] gowokegobroke
[1] parentpower
[1] womenwontwheest
[1] politicalcurruptness
[1] labour

Top Hashtags in Tweet in G2:
[61] ofsted
[22] education
[12] outstandingeyfs
[9] edutwitter
[8] schools
[8] eyfs
[8] sparkearlyyears
[6] school
[6] leadership
[5] educational

Top Hashtags in Tweet in G4:
[18] ofsted
[17] eyfs
[17] eytalking
[17] earlyyears
[16] eytagteam
[12] knowyourstuff
[11] tdamazing
[6] education
[5] neugovernors
[5] bestforeveryone

Top Hashtags in Tweet in G5:
[29] parentpower
[29] gowokegobroke
[29] womenwontwheest
[3] edutwitter
[3] womened
[3] ukedchat
[3] diverseed

Top Hashtags in Tweet in G6:
[7] westminster
[5] everythingwoketurnstoshit

Top Hashtags in Tweet in G7:
[7] ofsted
[5] geography
[5] edtech
[3] cetconf22
[2] wales
[2] scotland
[2] digitalskills
[2] computing
[1] hove
[1] brighton

Top Hashtags in Tweet in G9:
[21] edutwitter
[18] ofsted
[6] geogchat
[3] teachers
[2] mathsmastery
[2] sciencemastery
[2] teachenglish
[2] edresearch

Top Hashtags in Tweet in G10:
[6] sltchat
[4] eddchat
[4] curriculum
[4] ofsted
[3] edutwitter
[2] networkanalysis
[2] bameed
[2] diverseed
[2] mfltwitterati
[2] teachers

Top Words
Top Words in Tweet in Entire Graph:
[5219] ofsted
[2690] school
[1516] downgraded
[1360] job
[1021] children
[930] career
[876] lose
[830] schools
[739] views
[705] report

Top Words in Tweet in G1:
[811] ofsted
[728] downgraded
[423] school
[383] woke
[355] views
[354] express
[351] being
[346] allowing
[346] children
[345] love

Top Words in Tweet in G2:
[563] ofsted
[191] school
[85] schools
[67] inspection
[63] social
[59] #ofsted
[56] justice
[55] focus
[54] home
[51] children

Top Words in Tweet in G3:
[1266] job
[847] career
[844] lose
[504] ofsted
[438] words
[428] school
[426] failing
[425] teacher
[424] demands
[424] education

Top Words in Tweet in G4:
[463] ofsted
[152] children
[114] ofstednews
[108] school
[98] services
[74] children's
[71] care
[69] child
[68] inspection
[64] version

Top Words in Tweet in G5:
[339] ofsted
[296] school
[207] downgraded
[202] bear
[194] london
[179] views
[170] pupils
[167] report
[167] knowledge
[166] 'requires

Top Words in Tweet in G6:
[257] ofsted
[222] school
[195] downgraded
[181] social
[179] teaching
[179] justice
[172] london
[167] private
[115] children
[105] views

Top Words in Tweet in G7:
[134] ofsted
[42] school
[32] teacher
[31] social
[31] justice
[19] issues
[19] schools
[18] approach
[17] dfe
[17] private

Top Words in Tweet in G8:
[196] school
[132] ofsted
[114] downgraded
[112] london
[85] woke
[85] uk's
[81] breaking
[81] american
[81] expensive
[81] following

Top Words in Tweet in G9:
[117] ofsted
[33] blog
[26] questions
[26] curriculum
[25] experience
[24] sharing
[23] share
[22] asked
[21] retweet
[21] love

Top Words in Tweet in G10:
[126] ofsted
[34] schools
[33] grade
[32] school
[27] teachers
[22] lesson
[20] thinkingschool2
[18] agree
[18] visits
[17] following

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[976] downgraded,ofsted
[874] lose,job
[874] job,career
[748] school,downgraded
[545] 'social,justice'
[481] express,views
[476] 'requires,improvement'
[446] social,justice
[441] poor,ofsted
[437] headteacher,poor

Top Word Pairs in Tweet in G1:
[458] downgraded,ofsted
[370] school,downgraded
[354] express,views
[347] being,woke
[345] ofsted,being
[345] woke,allowing
[345] allowing,children
[345] children,express
[345] views,love
[311] 'social,justice'

Top Word Pairs in Tweet in G2:
[55] social,justice
[41] downgraded,ofsted
[37] american,school
[34] ofsted,downgrades
[34] school,london
[34] focus,social
[32] downgrades,american
[31] london,focus
[26] ofsted,inspection
[26] good,ofsted

Top Word Pairs in Tweet in G3:
[844] lose,job
[844] job,career
[422] headteacher,poor
[422] poor,ofsted
[422] ofsted,lose
[422] career,teacher
[422] teacher,results
[422] results,school
[422] school,demands
[422] demands,lose

Top Word Pairs in Tweet in G4:
[60] children's,services
[34] ofsted,inspection
[33] services,ofsted
[32] important,work
[32] work,cjrwebb
[32] cjrwebb,spseditors
[32] spseditors,funding
[32] funding,poverty
[32] poverty,associated
[32] associated,children's

Top Word Pairs in Tweet in G5:
[166] 'requires,improvement'
[166] 'social,justice'
[165] subject,specific
[165] specific,knowledge
[162] ofsted,downgraded
[162] downgraded,32k
[162] 32k,london
[162] london,school
[162] school,'outstanding'
[162] 'outstanding','requires

Top Word Pairs in Tweet in G6:
[182] downgraded,ofsted
[179] social,justice
[175] school,downgraded
[166] private,school
[164] london,private
[164] teaching,social
[103] express,views
[96] views,freely
[96] freely,class
[95] iromg,speechunion

Top Word Pairs in Tweet in G7:
[31] social,justice
[16] opposing,views
[15] ofsted,enacts
[15] enacts,dfe
[15] dfe,guidance
[15] guidance,teacher
[15] teacher,impartiality
[15] impartiality,social
[15] justice,tolerance
[15] tolerance,parents

Top Word Pairs in Tweet in G8:
[110] downgraded,ofsted
[86] school,downgraded
[81] breaking,american
[81] american,school
[81] school,london
[81] london,uk's
[81] uk's,expensive
[81] expensive,woke
[81] woke,school
[81] ofsted,following

Top Word Pairs in Tweet in G9:
[24] sharing,ofsted
[24] ofsted,experience
[21] blog,sharing
[21] experience,questions
[21] questions,asked
[21] asked,retweet
[21] retweet,share
[21] share,love
[21] love,info
[21] info,slast83

Top Word Pairs in Tweet in G10:
[17] lesson,obs
[16] ofsted,agree
[16] agree,inappropriate
[16] inappropriate,grade
[16] grade,individual
[16] individual,teachers
[16] teachers,following
[16] following,lesson
[16] obs,appropriate
[16] appropriate,grade

Top Replied-To
Top Replied-To in Entire Graph:
@estrellasadie
@sophielouisecc
@thinkingschool2
@davidfoxon2
@secretht1
@headteacherchat
@bbradley_mans
@david_j_bond
@tatjanasuarez
@adamboxer1

Top Replied-To in G1:
@sophielouisecc
@bbradley_mans
@annieatlarge
@chloecombi
@pondo1664
@clennellmick
@onlyjcuthbert
@rusty_rascal
@imofeilding
@trixximinx

Top Replied-To in G3:
@swailesruth
@morton1de
@calminguk
@jamg3916
@pingles56
@sue_cowley
@rmatthewspsyedu
@signoramac
@little_mavis
@sadlerzoen

Top Replied-To in G4:
@weatherstonjane
@martinbarrow
@annatreth
@1soloneo
@lisa_send
@ofstednews
@stevechalke
@ednixon2
@idickson258
@pallavicinisam

Top Replied-To in G5:
@tatjanasuarez
@ripx4nutmeg
@qcwynter
@7colourrainbow1
@delilahinboots
@louisesav4

Top Replied-To in G6:
@toadmeister
@dontdivideusnow
@tintenfische1
@inayafolarin
@talkradio
@dbcoope74809261
@slartybartfarst
@tvmarketingguy

Top Replied-To in G7:
@heymisssmith
@penny_ten
@michael_merrick
@avisserfuray
@sejalpatel13
@memneon
@riverstour
@danielbundred
@aidansevers
@tstarkey1212

Top Replied-To in G8:
@jakewsimons
@goodwinmj
@olivercash9

Top Replied-To in G9:
@adamboxer1
@cath_griffith
@zhashmitoor
@ttradio2022
@jdurran
@michaeldoron
@mrarobbins
@brucedavid56
@stuartteachphys
@mikercameron

Top Replied-To in G10:
@thinkingschool2
@secretht1
@colinsparkbridg
@fcdwhittaker
@jbeyfs
@davidbrowned
@kazza_cupcake
@mrsharrison13
@revise_sci
@deborahsumner9

Top Mentioned
Top Mentioned in Entire Graph:
@ofstednews
@iromg
@speechunion
@mailonline
@cjrwebb
@spseditors
@amanda_spielman
@estrellasadie
@slast83
@mrts_nqts

Top Mentioned in G1:
@mailonline
@sophielouisecc
@bbradley_mans
@imofeilding
@pondo1664
@alanlaine4
@rusty_rascal
@ifoundthates
@russbowes
@lordcecilsmythe

Top Mentioned in G2:

Top Mentioned in G3:
@eyalliance
@gilljonesofsted
@nxtgen_coaching
@lcwf_tbk
@renlovesfungus
@oneeducationhr
@helenjwc
@morton1de
@claredelders

Top Mentioned in G4:
@ofstednews
@cjrwebb
@spseditors
@amanda_spielman
@mrts_nqts
@ofsted_mcoffey
@aetacademies
@nadhimzahawi
@educationgovuk
@philminns

Top Mentioned in G5:
@louisesav4
@ripx4nutmeg
@iamjanemiles
@hjoycegender
@bonnikaboo
@teaandabikkie
@fox_claire

Top Mentioned in G6:
@iromg
@speechunion
@toadmeister
@talkradio
@dbcoope74809261
@spongeb26421118
@awayfromthekeys
@scarletdotty
@juliahb1

Top Mentioned in G7:
@michael_merrick
@histassoc
@mrs_denglish
@teachertapp
@tstarkey1212
@ruth_ashbee
@shakinthatchalk
@ofstednews
@heatherbellaf
@katejones_teach

Top Mentioned in G8:
@terryglavin
@mailonline
@jakewsimons

Top Mentioned in G9:
@slast83
@adamboxer1
@m_chiles
@ttradio2022
@siswick
@english_mastery
@sciencemastery
@mathsmastery
@mrnp4tel
@carter6d

Top Mentioned in G10:
@nahtnews
@brownejedu
@ascl_uk
@thinkingschool2
@chrisdysonht
@margaretmulhol2
@conservatives
@mejessop
@all4language
@hmiwardle

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@knewz_currently
@yuuji_k1
@newsoneplace
@independent
@wardj15
@lesleygsmith3
@magicdmw
@stigmabasen
@coolbrighton

Top Tweeters in G1:
@yuuji_k1
@heidiec5
@z_chrissie
@mgt_coull26
@jan_s_b_459
@thejoedoe1
@mailonline
@thorpelynden
@superbikeal
@grancake

Top Tweeters in G2:
@knewz_currently
@newsoneplace
@stigmabasen
@henson40
@livechonews
@nahidalaei
@newsfeedsmedia
@lunarteddy
@sotlive
@surreyjobs_uk

Top Tweeters in G3:
@rattycastle
@countryskills
@scarbro8
@little_mavis
@abbyaug
@donaldjudge
@sue_cowley
@neils46
@ramblingproses
@lcwf_tbk

Top Tweeters in G4:
@lordbonkers
@innamood
@mambear04
@frdragonspouse
@systonhouse
@idickson258
@5naureen
@killhopelaw
@oldandrewuk
@allanjenkins21

Top Tweeters in G5:
@lesleygsmith3
@estacadebares
@mrmalky
@treekahlo
@dophin11
@mariebe10098426
@zeno001
@hullfair
@neurolawguy
@helenyates52

Top Tweeters in G6:
@blisstabitha
@mlas
@horshamgardener
@philiprichards5
@gilljames54
@pauljepaul
@abdulhai23
@frisesally
@interimspace
@iromg

Top Tweeters in G7:
@coolbrighton
@dileed
@gwenelope
@positiveimagep
@alexbellars
@frozenwarning
@saramac68
@markj_ohnson
@keirshiels
@teachleadaali

Top Tweeters in G8:
@magicdmw
@bassaces1
@lyndagee49
@benedictmpwhite
@potenspuella
@christi73224817
@leeshutterbug
@sanfran_972
@lahavharkov
@78soylentgreen

Top Tweeters in G9:
@lizad0little
@mikercameron
@adamboxer1
@headofenglish
@hispanista
@shellnik92
@jennnnnn_x
@johnbaldlanglit
@hodandheart
@fidsta77

Top Tweeters in G10:
@yrotitna
@chrisdysonht
@teachertoolkit
@annielizziesten
@marieannswift
@locat66
@phoare1963
@hearing4kids
@thepetitioner
@gemcch


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