#TeachBest, Twitter, 7/6/2021 9:37:21 PM, 258444


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#TeachBest Twitter NodeXL SNA Map and Report for Tuesday, 06 July 2021 at 21:24 UTC
#TeachBest Twitter NodeXL SNA Map and Report for Tuesday, 06 July 2021 at 21:24 UTC
From:
TeacherToolkit
Uploaded on:
July 06, 2021
Short Description:
#TeachBest via NodeXL https://bit.ly/2TAXy9c
@teachbest_
@camedfac
@oxforddeptofed
@ucet_uk
@kellis_lect
@murtaghlisa
@drrlofthouse
@anna_carlile
@baird_jo_anne
@carolinejbald

Top hashtags:
#teachbest
#teachertraining
#itt
#ite
#ittreview
#schools
#belmas50
#womened

Description:
Description
The graph represents a network of 269 Twitter users whose recent tweets contained "#TeachBest", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Tuesday, 06 July 2021 at 21:31 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 10-minute period from Monday, 28 June 2021 at 11:56 UTC to Tuesday, 06 July 2021 at 21:06 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 : 269
Unique Edges : 559
Edges With Duplicates : 319
Total Edges : 878
Number of Edge Types : 5
Retweet : 478
MentionsInRetweet : 329
Tweet : 28
Replies to : 6
Mentions : 37
Self-Loops : 28
Reciprocated Vertex Pair Ratio : 0.0230414746543779
Reciprocated Edge Ratio : 0.045045045045045
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 266
Maximum Edges in a Connected Component : 875
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.663925
Graph Density : 0.00923819563890584
Modularity : 0.421116
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 269 Twitter users whose recent tweets contained "#TeachBest", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Tuesday, 06 July 2021 at 21:31 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 10-minute period from Monday, 28 June 2021 at 11:56 UTC to Tuesday, 06 July 2021 at 21:06 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 : #TeachBest
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:
[85] http://www.education.ox.ac.uk/government-review-threatens-to-undermine-teacher-education/
[77] https://www.cam.ac.uk/notices/news/statement-on-the-uk-government-initial-teacher-training-itt-market-review-report
[56] https://www.teachbest.education/get-involved/
[36] https://www.teachbest.education/
[33] https://twitter.com/LordJimKnight/status/1411921673457184769
[26] https://www.teachbest.education/itt-review-dfe-proposes-re-accreditation-for-all-providers/
[26] https://gov.uk/
[21] https://www.teachbest.education/professor-des-hewitt-head-of-primary-and-early-years-education-at-the-centre-for-teacher-education-university-of-warwick/
[19] https://www.teachbest.education/blog/
[19] https://www.gov.uk/government/publications/initial-teacher-training-itt-market-review-report

Top URLs in Tweet in G1:
[65] http://www.education.ox.ac.uk/government-review-threatens-to-undermine-teacher-education/
[64] https://www.cam.ac.uk/notices/news/statement-on-the-uk-government-initial-teacher-training-itt-market-review-report
[13] https://www.teachbest.education/get-involved/
[10] https://www.gov.uk/government/consultations/initial-teacher-training-itt-market-review
[10] https://appgteaching.com/
[9] https://www.teachbest.education/
[8] https://twitter.com/LordJimKnight/status/1411921673457184769
[8] https://twitter.com/alisonmpeacock/status/1412029241231876096
[6] https://www.teachbest.education/itt-review-dfe-proposes-re-accreditation-for-all-providers/
[5] https://twitter.com/drrlofthouse/status/1412167390541062144

Top URLs in Tweet in G2:
[30] https://www.teachbest.education/get-involved/
[19] https://www.teachbest.education/
[18] https://twitter.com/LordJimKnight/status/1411921673457184769
[13] https://www.teachbest.education/itt-review-dfe-proposes-re-accreditation-for-all-providers/
[12] https://www.theguardian.com/education/2021/jul/05/ministers-attacked-for-wrecking-ball-plans-to-overhaul-teacher-training
[12] https://www.teachbest.education/professor-des-hewitt-head-of-primary-and-early-years-education-at-the-centre-for-teacher-education-university-of-warwick/
[10] https://www.teachbest.education/blog/
[9] https://www.ucet.ac.uk/13207/ucet-blog-disjointed-un-costed-and-undeliverable-the-dfes-proposals-for-the-reform-of-the-ite-market-july-5th
[8] https://twitter.com/TeachBest_/status/1411995497586438145
[6] http://www.education.ox.ac.uk/government-review-threatens-to-undermine-teacher-education/

Top URLs in Tweet in G3:
[20] https://gov.uk/
[6] https://www.teachbest.education/get-involved/
[4] https://www.teachbest.education/
[4] https://twitter.com/LordJimKnight/status/1411921673457184769
[4] http://www.education.ox.ac.uk/government-review-threatens-to-undermine-teacher-education/
[3] https://www.cam.ac.uk/notices/news/statement-on-the-uk-government-initial-teacher-training-itt-market-review-report
[3] https://www.ucet.ac.uk/13207/ucet-blog-disjointed-un-costed-and-undeliverable-the-dfes-proposals-for-the-reform-of-the-ite-market-july-5th
[2] https://twitter.com/OxfordDeptofEd/status/1412083107545616393
[2] https://www.teachbest.education/professor-des-hewitt-head-of-primary-and-early-years-education-at-the-centre-for-teacher-education-university-of-warwick/
[2] https://www.teachbest.education/itt-review-dfe-proposes-re-accreditation-for-all-providers/

Top URLs in Tweet in G4:
[14] https://www.gov.uk/government/publications/initial-teacher-training-itt-market-review-report
[10] https://twitter.com/SchoolsWeek/status/1412079149179715586
[2] https://gov.uk/
[2] https://www.teachbest.education/itt-review-dfe-proposes-re-accreditation-for-all-providers/
[2] http://www.education.ox.ac.uk/government-review-threatens-to-undermine-teacher-education/
[1] https://appgteaching.com/
[1] https://www.cam.ac.uk/notices/news/statement-on-the-uk-government-initial-teacher-training-itt-market-review-report
[1] https://www.theguardian.com/education/2021/jul/05/ministers-attacked-for-wrecking-ball-plans-to-overhaul-teacher-training
[1] https://www.teachbest.education/blog/
[1] https://www.gov.uk/government/consultations/initial-teacher-training-itt-market-review

Top URLs in Tweet in G5:
[5] http://www.education.ox.ac.uk/government-review-threatens-to-undermine-teacher-education/
[5] https://www.teachbest.education/get-involved/
[3] https://www.cam.ac.uk/notices/news/statement-on-the-uk-government-initial-teacher-training-itt-market-review-report
[2] https://twitter.com/OxfordDeptofEd/status/1412083107545616393
[2] https://www.teachbest.education/itt-review-dfe-proposes-re-accreditation-for-all-providers/
[2] https://twitter.com/alisonmpeacock/status/1412029241231876096
[2] https://www.teachbest.education/blog/
[2] https://www.teachbest.education/professor-des-hewitt-head-of-primary-and-early-years-education-at-the-centre-for-teacher-education-university-of-warwick/
[1] https://www.gov.uk/government/consultations/initial-teacher-training-itt-market-review
[1] https://www.teachbest.education/

Top URLs in Tweet in G6:
[3] https://twitter.com/TeachBest_/status/1410640910455558147
[2] https://cambridgeenglishpgce.wordpress.com
[2] https://twitter.com/CamEdFac/status/1375018702769381380
[2] https://www.teachbest.education/
[1] https://www.teachbest.education/professor-des-hewitt-head-of-primary-and-early-years-education-at-the-centre-for-teacher-education-university-of-warwick/
[1] https://twitter.com/LordJimKnight/status/1411921673457184769
[1] https://appgteaching.com/

Top URLs in Tweet in G7:
[1] https://www.ucet.ac.uk/13207/ucet-blog-disjointed-un-costed-and-undeliverable-the-dfes-proposals-for-the-reform-of-the-ite-market-july-5th

Top URLs in Tweet in G8:
[3] http://www.education.ox.ac.uk/government-review-threatens-to-undermine-teacher-education/
[1] https://www.teachbest.education/blog/
[1] https://www.teachbest.education/about-us/
[1] https://www.teachbest.education/professor-des-hewitt-head-of-primary-and-early-years-education-at-the-centre-for-teacher-education-university-of-warwick/
[1] https://www.teachbest.education/get-involved/
[1] https://gov.uk/
[1] https://www.teachbest.education/itt-review-dfe-proposes-re-accreditation-for-all-providers/

Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=_T4rr-tCXHA


Top URLs in Tweet in G10:
[1] https://www.teacherspayteachers.com/Product/Primary-Teachers-coloring-Planner-with-Zoo-Animal-coloring-6994228

Top Domains
Top Domains in Tweet in Entire Graph:
[180] ac.uk
[162] teachbest.education
[101] twitter.com
[59] gov.uk
[15] appgteaching.com
[14] theguardian.com
[2] youtube.com
[2] wordpress.com
[1] teacherspayteachers.com

Top Domains in Tweet in G1:
[133] ac.uk
[36] teachbest.education
[31] twitter.com
[15] gov.uk
[10] appgteaching.com

Top Domains in Tweet in G2:
[85] teachbest.education
[37] twitter.com
[21] ac.uk
[12] theguardian.com
[3] gov.uk
[1] appgteaching.com

Top Domains in Tweet in G3:
[22] gov.uk
[15] teachbest.education
[10] ac.uk
[9] twitter.com
[1] appgteaching.com

Top Domains in Tweet in G4:
[17] gov.uk
[11] twitter.com
[6] teachbest.education
[4] ac.uk
[1] appgteaching.com
[1] theguardian.com

Top Domains in Tweet in G5:
[12] teachbest.education
[8] ac.uk
[7] twitter.com
[1] gov.uk
[1] appgteaching.com
[1] theguardian.com

Top Domains in Tweet in G6:
[6] twitter.com
[3] teachbest.education
[2] wordpress.com
[1] appgteaching.com

Top Domains in Tweet in G7:
[1] ac.uk

Top Domains in Tweet in G8:
[5] teachbest.education
[3] ac.uk
[1] gov.uk

Top Domains in Tweet in G9:
[2] youtube.com

Top Domains in Tweet in G10:
[1] teacherspayteachers.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[499] teachbest
[94] teachertraining
[17] itt
[17] ite
[17] ittreview
[13] schools
[7] belmas50
[7] womened
[6] pgce
[4] ittmarketreview



Top Hashtags in Tweet in G1:
[223] teachbest
[68] teachertraining
[4] itt
[4] ite
[4] ittreview
[2] ittmarketreview
[2] schools
[1] pgce

Top Hashtags in Tweet in G2:
[136] teachbest
[14] teachertraining
[8] itt
[8] ite
[8] ittreview
[3] saveite

Top Hashtags in Tweet in G3:
[43] teachbest
[7] belmas50
[7] womened
[5] teachertraining
[2] itt
[2] ite
[2] ittreview

Top Hashtags in Tweet in G4:
[38] teachbest
[10] schools
[1] teachertraining

Top Hashtags in Tweet in G5:
[33] teachbest
[6] teachertraining
[5] pgce
[3] itt
[3] ite
[3] ittreview
[1] schools

Top Hashtags in Tweet in G6:
[9] teachbest

Top Hashtags in Tweet in G7:
[3] teachbest
[2] ittmarketreview

Top Hashtags in Tweet in G8:
[10] teachbest
[2] literacywithukla

Top Hashtags in Tweet in G9:
[2] teachbest
[2] lambdavariant
[2] chiefs
[2] brighton
[2] vaccinerolloutsa
[2] vaccines
[2] covid19
[2] coronavirus
[2] corona
[2] coronavirusupdates

Top Hashtags in Tweet in G10:
[2] teachbest
[1] hellofuture
[1] kcamexico
[1] wewantpromotion
[1] killinglines
[1] teacher5oclockclub
[1] animalsinfluence
[1] animalphotography
[1] animalsketch
[1] academictwitter

Top Words
Top Words in Tweet in Entire Graph:
[524] #teachbest
[372] teacher
[223] review
[184] education
[183] training
[168] response
[167] market
[128] itt
[122] ite
[113] report

Top Words in Tweet in G1:
[226] #teachbest
[168] teacher
[119] response
[88] education
[86] review
[83] training
[78] oxforddeptofed
[76] proposals
[74] govt
[69] programmes

Top Words in Tweet in G2:
[136] #teachbest
[114] teacher
[71] review
[59] ite
[54] education
[43] dfe
[39] training
[37] market
[37] profession
[36] campaign

Top Words in Tweet in G3:
[62] #teachbest
[45] teacher
[39] review
[31] training
[30] itt
[30] market
[30] ucet_uk
[25] initial
[23] respond
[22] published

Top Words in Tweet in G4:
[40] #teachbest
[26] school
[20] ite
[17] market
[17] respond
[17] implications
[17] recommendations
[16] training
[16] far
[16] reaching

Top Words in Tweet in G5:
[33] #teachbest
[20] teacher
[12] education
[11] review
[10] market
[10] camedfac
[10] schools
[9] response
[9] training
[9] ite

Top Words in Tweet in G6:
[9] #teachbest
[6] teachers
[5] show
[5] teacher
[4] education
[3] teaching
[3] impressive
[3] work
[3] right
[3] ukedchat

Top Words in Tweet in G7:
[3] #teachbest
[2] guardian
[2] #ittmarketreview

Top Words in Tweet in G8:
[11] #teachbest
[7] teacher
[6] ite
[6] education
[5] market
[5] review
[4] talk
[4] training
[3] agree
[3] well

Top Words in Tweet in G9:
[4] johnson
[2] pfizer
[2] moderna
[2] vaccines
[2] prevent
[2] covid
[2] 19
[2] check
[2] video
[2] #teachbest

Top Words in Tweet in G10:
[2] coloring
[2] #teachbest

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[168] teacher,education
[168] teacher,training
[151] market,review
[110] itt,market
[95] review,report
[94] education,#teachbest
[93] oxforddeptofed,#teachbest
[77] response,govt
[77] govt,proposals
[77] proposals,#teachertraining

Top Word Pairs in Tweet in G1:
[83] teacher,education
[81] teacher,training
[78] oxforddeptofed,#teachbest
[66] market,review
[64] response,govt
[64] govt,proposals
[64] proposals,#teachertraining
[64] #teachertraining,announced
[64] announced,yesterday
[64] yesterday,proposed

Top Word Pairs in Tweet in G2:
[47] teacher,education
[39] teacher,training
[34] market,review
[25] ite,providers
[25] providers,#teachbest
[19] review,report
[18] appg,teaching
[18] teaching,profession
[18] profession,called
[18] called,dfe

Top Word Pairs in Tweet in G3:
[31] teacher,training
[30] market,review
[27] itt,market
[25] initial,teacher
[22] training,itt
[21] far,reaching
[20] review,overview
[20] overview,published
[20] published,respond
[20] respond,encourage

Top Word Pairs in Tweet in G4:
[16] far,reaching
[15] respond,consultation
[14] important,school
[14] school,leaders
[14] leaders,involved
[14] involved,ite
[14] ite,read
[14] read,respond
[14] consultation,recommendations
[14] recommendations,far

Top Word Pairs in Tweet in G5:
[11] teacher,education
[9] market,review
[8] teacher,training
[7] education,#teachbest
[6] initial,teacher
[6] itt,market
[6] review,report
[5] morsecat,gillrowland1
[5] gillrowland1,alisonmpeacock
[5] alisonmpeacock,charteredcoll

Top Word Pairs in Tweet in G6:
[4] teacher,education
[4] teachers,#teachbest
[3] impressive,show
[3] show,work
[3] work,teacher
[3] education,right
[3] right,teachers
[3] #teachbest,ukedchat
[3] ukedchat,unisontheunion
[2] blog,posts

Top Word Pairs in Tweet in G7:
[2] guardian,#ittmarketreview
[2] #ittmarketreview,#teachbest

Top Word Pairs in Tweet in G8:
[5] teacher,education
[5] market,review
[3] education,#teachbest
[3] itt,market
[3] review,report
[2] ukla,cat
[2] cat,#literacywithukla
[2] #literacywithukla,profneilmercer
[2] profneilmercer,wonderful
[2] wonderful,talk

Top Word Pairs in Tweet in G9:
[2] pfizer,moderna
[2] moderna,johnson
[2] johnson,johnson
[2] johnson,vaccines
[2] vaccines,prevent
[2] prevent,covid
[2] covid,19
[2] 19,check
[2] check,video
[2] video,#teachbest

Top Replied-To
Top Replied-To in Entire Graph:
@morsecat

Top Replied-To in G1:
@morsecat

Top Replied-To in G5:
@morsecat

Top Mentioned
Top Mentioned in Entire Graph:
@oxforddeptofed
@camedfac
@ucet_uk
@charteredcoll
@lordjimknight
@imisschalk
@belmasconf
@drmegancrawford
@cappj
@womened

Top Mentioned in G1:
@oxforddeptofed
@camedfac
@ucet_uk
@teachbest_
@gillrowland1
@alisonmpeacock
@charteredcoll
@counsell_c
@sohamvc
@tweetswchs

Top Mentioned in G2:
@lordjimknight
@ucet_uk
@camedfac
@oxforddeptofed
@charteredcoll
@teachbest_

Top Mentioned in G3:
@ucet_uk
@imisschalk
@belmasconf
@drmegancrawford
@cappj
@womened
@vivienneporritt
@charteredcoll
@nasbtt
@camedfac

Top Mentioned in G4:
@ucet_uk
@camedfac
@oxforddeptofed
@lordjimknight
@charteredcoll

Top Mentioned in G5:
@camedfac
@gillrowland1
@alisonmpeacock
@charteredcoll
@counsell_c
@sohamvc
@tweetswchs
@pjl501
@oxforddeptofed
@lordjimknight

Top Mentioned in G6:
@ukedchat
@unisontheunion
@camedfac
@teachbest
@teachbest_
@ucet_uk

Top Mentioned in G7:
@guardian
@ucet_uk

Top Mentioned in G8:
@profneilmercer
@camedfac
@oxforddeptofed
@ucet_uk

Top Tweeters
Top Tweeters in Entire Graph:
@guardian
@ukedchat
@helperstream
@idickson258
@womened
@dorcassssss
@teachertoolkit
@sarah_may1
@cathrynpearce
@alwayslearnweb

Top Tweeters in G1:
@helperstream
@sarah_may1
@cathrynpearce
@alwayslearnweb
@kennygfrederick
@acarpendigital
@clarkhistorypol
@donna_peach
@mathsnetty
@drrlofthouse

Top Tweeters in G2:
@bentleykarl
@petestarryid
@hja81
@samkinsley
@ucu
@snelsonh
@janetlloydnet
@unicamprimsch
@brownsword74
@robin2reader

Top Tweeters in G3:
@womened
@dorcassssss
@teachertoolkit
@philosophylinks
@snaithpauline
@vivienneporritt
@john_stephens67
@etaknipsa
@davidaaldridge
@suzanneculshaw

Top Tweeters in G4:
@dannynic
@samtwiselton
@colinnwalker
@ovendenlaura
@shinpad1
@ed_podesta
@stefguene
@fionajmoss
@racheloakham
@anna_carlile

Top Tweeters in G5:
@freereed59
@alisonmpeacock
@charteredcoll
@counsell_c
@morsecat
@docrmills
@egwilson
@gillrowland1
@tweetswchs
@sohamvc

Top Tweeters in G6:
@ukedchat
@idickson258
@unisontheunion
@carolinejbald
@annechappell7
@aebinney
@teachbest

Top Tweeters in G7:
@guardian
@draimeequicks
@emmac_larke

Top Tweeters in G8:
@richardbadger2
@jotregenza
@profneilmercer

Top Tweeters in G9:
@medicalsight
@mshumi01

Top Tweeters in G10:
@serenejas12


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