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#SLTchat_2021-01-03_12-44-10.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
January 03, 2021
Short Description:
#SLTchat via NodeXL https://bit.ly/38Xyz3l
@teachertoolkit
@sltchat
@vivgrant
@bar_zie
@mrsahotaict
@gkconsultants
@stephen_logan
@markj_ohnson
@mrlpeachey
@danedwards_77

Top hashtags:
#sltchat
#ukedchat
#womened
#edchat
#edutwitter
#edtech
#leadership
#primaryrocks

Description:
Description
The graph represents a network of 583 Twitter users whose recent tweets contained "#SLTchat", 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 January 2021 at 20:47 UTC.

The tweets in the network were tweeted over the 7-day, 15-hour, 44-minute period from Sunday, 27 December 2020 at 05:00 UTC to Sunday, 03 January 2021 at 20:44 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 : 583
Unique Edges : 844
Edges With Duplicates : 642
Total Edges : 1486
Number of Edge Types : 5
Replies to : 207
Retweet : 566
MentionsInRetweet : 292
Mentions : 192
Tweet : 229
Self-Loops : 243
Reciprocated Vertex Pair Ratio : 0.0543352601156069
Reciprocated Edge Ratio : 0.103070175438596
Connected Components : 63
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 427
Maximum Edges in a Connected Component : 1259
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.650687
Graph Density : 0.00268783929550317
Modularity : 0.548803
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 583 Twitter users whose recent tweets contained "#SLTchat", 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 January 2021 at 20:47 UTC.

The tweets in the network were tweeted over the 7-day, 15-hour, 44-minute period from Sunday, 27 December 2020 at 05:00 UTC to Sunday, 03 January 2021 at 20:44 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 : #SLTchat
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:
[20] http://www.globalmetacognition.com/
[19] https://southgloshead.wordpress.com/2020/12/31/finding-the-right-words/
[16] https://www.ssrn.com/abstract=3751472
[14] https://www.researchgate.net/publication/347948500_%27Who_is_the_Mayor%27_A_Static_Social_Media_Network_Analysis_of_CloseTheSchools_Twitter_Case_Study
[10] https://edtech-demonstrator.lgfl.net/register-your-interest
[10] https://www.theguardian.com/education/2021/jan/01/all-primary-schools-in-london-to-remain-closed-after-u-turn
[10] https://www.youtube.com/watch?v=dfbDiU_1gtQ

[9] https://www.theguardian.com/education/2015/feb/03/headteacher-how-deal-with-stress-isolation-tips
[8] https://www.theguardian.com/teacher-network/2017/jul/11/tips-headteachers-prevent-burnout-stress
[7] http://ow.ly/YPbO50CLRS5

Top URLs in Tweet in G1:
[9] https://www.theguardian.com/education/2015/feb/03/headteacher-how-deal-with-stress-isolation-tips
[8] https://www.theguardian.com/teacher-network/2017/jul/11/tips-headteachers-prevent-burnout-stress
[3] https://www.integritycoaching.co.uk/blog/ofsted
[3] https://www.integritycoaching.co.uk/blog/becoming-a-headteacher
[2] https://www.integritycoaching.co.uk/blog/well-schools-role-leaders-play
[2] https://www.integritycoaching.co.uk/blog/how-to-develop-a-school-coaching-culture
[2] https://www.integritycoaching.co.uk/blog/burnout-signs
[2] https://www.integritycoaching.co.uk/blog/leaders-with-humanity
[2] https://www.integritycoaching.co.uk/blog/5-qualities-successful-senior-leadership-teams
[2] https://www.integritycoaching.co.uk/blog/4-things-coronavirus

Top URLs in Tweet in G2:
[6] https://twitter.com/OakNational/status/1344322069719359490?s=20
[5] https://twitter.com/SLTchat/status/1345718568218980352
[4] https://twitter.com/hazelmpinner/status/1345137081786490880
[4] https://marvellousme.com/
[3] https://twitter.com/sltchat/status/1345718568218980352
[3] https://twitter.com/SimonDetre/status/1345335671372849153
[3] https://twitter.com/SLTchat/status/1345827270565441539
[2] https://educationendowmentfoundation.org.uk/public/files/Publications/Covid-19_Resources/Remote_learning_evidence_review/Rapid_Evidence_Assessment_summary.pdf
[2] https://www.bowdeneducation.org/bookings-checkout/on-the-couch-2
[1] https://twitter.com/SLTchat/status/1345829787776942086

Top URLs in Tweet in G3:
[14] https://www.researchgate.net/publication/347948500_%27Who_is_the_Mayor%27_A_Static_Social_Media_Network_Analysis_of_CloseTheSchools_Twitter_Case_Study
[3] https://www.teachertoolkit.co.uk/product/virtual-inset/?utm_content=bufferc1fd0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://schoolsweek.co.uk/65-pupils-and-staff-to-isolate-on-xmas-day-at-school-refused-early-closure-after-flurry-of-cases/?utm_content=buffer9716b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.teachertoolkit.co.uk/2020/12/15/virtual-inset-for-schools/
[3] https://www.teachertoolkit.co.uk/2020/03/23/too-many-choices/
[2] https://www.teachertoolkit.co.uk/product/mentoring-a-new-teacher/
[2] https://www.tandfonline.com/doi/full/10.1080/02680939.2019.1706103
[2] https://www.schooldash.com/blog-2101.html#20210101
[2] https://www.theguardian.com/education/2019/aug/27/britain-most-influential-teaching-expert
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3642919

Top URLs in Tweet in G4:
[16] https://www.ssrn.com/abstract=3751472
[10] https://edtech-demonstrator.lgfl.net/register-your-interest
[4] https://www.global-edtech.com/there-is-nothing-remote-about-online-learning/
[4] https://www.robinhoodmat.co.uk/podcast-cpd/#1602776622703-65a856d6-3bba

Top URLs in Tweet in G5:
[4] http://www.steam-school.com/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://www.portland.ac.uk/jobs/speech-language-therapy-team-multiple-roles
[1] https://twitter.com/crownhousepub/status/1343142077274583041
[1] https://schoolreadinglist.co.uk/resources/online-courses-and-training-for-teachers/
[1] https://twitter.com/leaderstoday/status/1339495658693210117
[1] https://www.tes.com/news/exclusive-new-school-opening-delay-agreed-ministers
[1] https://www.seainclusion.co.uk/post/consultation-for-kcsie-2021
[1] https://www.seriousteachers.com/job_details/261005/0/need-kindergarten-teacher-asap-china
[1] https://stedfast.io
[1] https://speech-bubbles.co.uk/blog/f/the-myth-of-instant-transformation

Top URLs in Tweet in G6:
[1] https://twitter.com/sltchat/status/1345718568218980352
[1] https://twitter.com/e_hayes12/status/1345333658882879488

Top URLs in Tweet in G7:
[19] https://southgloshead.wordpress.com/2020/12/31/finding-the-right-words/

Top URLs in Tweet in G8:
[1] https://twitter.com/JonnyUttley/status/1345409677044101120

Top URLs in Tweet in G9:
[7] http://ow.ly/YPbO50CLRS5
[4] https://cornerstoneseducation.co.uk/podcasts/how-to-break-the-sleep-stress-cycle-with-teacher-wellbeing-expert-maria-brosnan/
[3] https://bit.ly/3oFZCqg
[3] https://www.eventbrite.com/e/supporting-staff-mental-health-in-your-school-tickets-134771905397

Top URLs in Tweet in G10:
[20] http://www.globalmetacognition.com/
[10] https://www.youtube.com/watch?v=dfbDiU_1gtQ

[7] https://www.facebook.com/groups/EducationalMetacognition/
[3] https://www.amazon.co.uk/Literacy-Beyond-Classroom-real-world-attainment/dp/1472968034?tag=wdls-21
[2] https://console.on24.com/eventRegistration/EventLobbyServlet?target=reg30.jsp&partnerref=Adobe_I&eventid=2306103&sessionid=1&key=51A1061598D1AB94DFC27055EBBE2BD8®Tag=&sourcepage=register
[2] https://schoolreadinglist.co.uk/category/secondary-ks3-ks4-reading-lists/
[1] https://blog.adobe.com/en/2020/07/06/the-matrix-of-mental-health-natasha-devon.html?
[1] https://amz.run/3WHF
[1] https://event.on24.com/wcc/r/2351256/6B4B688BC116DDFCB39C6E4368201BE8?partnerref=Adobe_I
[1] https://thomastolkien.co.uk/online-cpd-for-teachers/

Top Domains
Top Domains in Tweet in Entire Graph:
[93] co.uk
[54] twitter.com
[29] theguardian.com
[22] wordpress.com
[20] globalmetacognition.com
[17] ssrn.com
[16] innovatemyschool.com
[15] youtube.com
[14] researchgate.net
[10] lgfl.net

Top Domains in Tweet in G1:
[45] co.uk
[17] theguardian.com
[3] tes.com
[1] twitter.com

Top Domains in Tweet in G2:
[26] twitter.com
[4] marvellousme.com
[2] org.uk
[2] bowdeneducation.org
[2] gov.uk
[1] co.uk

Top Domains in Tweet in G3:
[15] co.uk
[14] researchgate.net
[2] tandfonline.com
[2] schooldash.com
[2] theguardian.com
[1] ssrn.com
[1] twitter.com
[1] youtube.com
[1] innovatemyschool.com

Top Domains in Tweet in G4:
[16] ssrn.com
[10] lgfl.net
[4] global-edtech.com
[4] co.uk

Top Domains in Tweet in G5:
[5] twitter.com
[4] co.uk
[4] steam-school.com
[2] castletutoring.com
[1] ac.uk
[1] tes.com
[1] seriousteachers.com
[1] stedfast.io
[1] youtube.com
[1] gcsepod.com

Top Domains in Tweet in G6:
[2] twitter.com

Top Domains in Tweet in G7:
[19] wordpress.com

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

Top Domains in Tweet in G9:
[7] ow.ly
[4] co.uk
[3] bit.ly
[3] eventbrite.com

Top Domains in Tweet in G10:
[20] globalmetacognition.com
[10] youtube.com
[8] co.uk
[7] facebook.com
[3] on24.com
[1] adobe.com
[1] amz.run

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[979] sltchat
[286] ukedchat
[182] womened
[93] edchat
[73] edutwitter
[69] edtech
[63] leadership
[48] primaryrocks
[32] education
[30] eddchat



Top Hashtags in Tweet in G1:
[211] sltchat
[173] ukedchat
[148] womened
[21] edchat
[12] primaryrocks
[8] aussieed
[7] bameed
[7] wellbeing
[1] vbezone
[1] edutwitter

Top Hashtags in Tweet in G2:
[285] sltchat
[4] growthmindset
[4] edutwitter
[4] ukedchat
[4] newtosltchat
[2] edtech
[2] remotelearning
[2] headteacherchat
[2] edchat
[2] teachbetter

Top Hashtags in Tweet in G3:
[82] sltchat
[24] ukedchat
[17] covid19
[14] closetheschools
[14] eddchat
[14] politics
[14] phdchat
[14] socialmedia
[8] schoolclosures
[3] nqt

Top Hashtags in Tweet in G4:
[52] sltchat
[43] edtech
[21] ukedchat
[19] 12praiseofchristmas
[17] edchat
[16] edd
[16] eddchat
[11] edtechdemo
[5] welldone
[5] celebrate

Top Hashtags in Tweet in G5:
[46] sltchat
[18] edutwitter
[8] teaching
[7] edchat
[7] education
[7] teacher
[7] classroom
[6] ukedchat
[5] slt
[5] teachertwitter

Top Hashtags in Tweet in G6:
[43] sltchat
[20] leadership
[8] teacherstogether
[8] schoolsreopening
[8] kindness
[2] ukedchat
[1] teacher5aday
[1] character
[1] schools
[1] controlthecontrollables

Top Hashtags in Tweet in G7:
[19] sltchat
[16] ukedchat
[15] covid19uk
[15] pedagoo
[3] edutwitter
[3] newtoslt
[3] leadership
[3] schools
[3] headteacher
[1] schoolsreopeninguk

Top Hashtags in Tweet in G8:
[7] sltchat
[3] edutwitter
[2] tvttagteam
[1] headteachers
[1] principals
[1] leaders
[1] education
[1] returntoschool
[1] covid19
[1] schoolsreopeninguk

Top Hashtags in Tweet in G9:
[22] sltchat
[7] edleadership
[5] mtlchat
[4] teacher
[4] teachersneedsleep
[3] 5steps
[3] edutwitter
[3] headteacherchat

Top Hashtags in Tweet in G10:
[50] sltchat
[27] metacognition
[27] pedagogy
[24] edtech
[24] edchat
[24] leadership
[21] womened
[17] metacognitive
[16] bameed
[15] education

Top Words
Top Words in Tweet in Entire Graph:
[990] #sltchat
[290] #ukedchat
[218] sltchat
[185] #womened
[162] school
[142] staff
[124] time
[117] learning
[114] schools
[100] #edchat

Top Words in Tweet in G1:
[211] #sltchat
[173] #ukedchat
[148] #womened
[45] school
[30] things
[29] love
[28] time
[26] teach
[21] #edchat
[20] pupils

Top Words in Tweet in G2:
[286] #sltchat
[212] sltchat
[70] keep
[58] staff
[56] learning
[51] students
[49] more
[45] school
[43] time
[42] gt

Top Words in Tweet in G3:
[83] #sltchat
[43] schools
[38] education
[32] bizarre
[25] #ukedchat
[23] teachers
[21] support
[21] headteachers
[20] 2021
[20] right

Top Words in Tweet in G4:
[55] #sltchat
[46] #edtech
[24] #ukedchat
[20] #edchat
[19] #12praiseofchristmas
[17] three
[16] research
[16] exploring
[16] ceo
[16] leadership

Top Words in Tweet in G5:
[46] #sltchat
[18] #edutwitter
[11] school
[9] more
[8] #teaching
[7] #edchat
[7] schools
[7] #education
[7] #teacher
[7] #classroom

Top Words in Tweet in G6:
[43] #sltchat
[20] #leadership
[18] facts
[17] time
[16] great
[16] staff
[9] leader
[9] wish
[9] simonsinek
[9] reminder

Top Words in Tweet in G7:
[19] blog
[19] staff
[19] monday
[19] #sltchat
[18] ll
[18] primaryrocks1
[16] #ukedchat
[15] gazneedle
[15] jpembroke
[15] thinkingschool2

Top Words in Tweet in G8:
[7] #sltchat
[6] slt
[6] eg
[6] day
[6] gets
[4] mrhtheteacher
[3] jonnyuttley
[3] #edutwitter
[3] seeking
[3] meeting

Top Words in Tweet in G9:
[22] #sltchat
[20] staff
[14] help
[14] education
[10] free
[8] podcast
[7] expert
[7] asking
[7] seem
[7] scary

Top Words in Tweet in G10:
[53] #sltchat
[27] #metacognition
[27] #pedagogy
[27] #edtech
[27] #edchat
[27] #leadership
[25] school
[24] #womened
[20] video
[20] whole

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[200] #sltchat,#ukedchat
[133] #ukedchat,#womened
[50] remote,learning
[49] #ukedchat,#sltchat
[47] sltchat,#sltchat
[30] sltchat,keep
[30] #eddchat,#sltchat
[28] school,leaders
[27] #edtech,#edchat
[25] whole,school

Top Word Pairs in Tweet in G1:
[141] #sltchat,#ukedchat
[126] #ukedchat,#womened
[18] #sltchat,#womened
[17] child,deserves
[15] things,remember
[15] remember,going
[15] going,tough
[15] tough,time
[15] time,#ukedchat
[15] #womened,#sltchat

Top Word Pairs in Tweet in G2:
[44] sltchat,#sltchat
[32] remote,learning
[30] sltchat,keep
[21] covid,secure
[19] question,image
[19] image,below
[19] below,please
[19] please,reply
[19] reply,directly
[19] directly,tweet

Top Word Pairs in Tweet in G3:
[19] #sltchat,#ukedchat
[17] education,policy
[17] policy,announcements
[17] announcements,television
[17] television,roll
[17] roll,world
[17] world,class
[17] class,education
[17] education,system
[17] system,workload

Top Word Pairs in Tweet in G4:
[16] research,exploring
[16] exploring,ceo
[16] ceo,leadership
[16] leadership,covid
[16] covid,19
[16] 19,educational
[16] educational,technology
[16] technology,three
[16] three,multi
[16] multi,academy

Top Word Pairs in Tweet in G5:
[5] #edutwitter,#sltchat
[4] steam,school
[4] #teacher,#edutwitter
[4] #edutwitter,#teachertwitter
[4] #teachertwitter,#classroom
[4] #classroom,#sltchat
[4] #sltchat,#teacherhacks
[3] #ukedchat,#sltchat
[3] find,more
[3] #sltchat,#edutwitter

Top Word Pairs in Tweet in G6:
[9] leader,wish
[9] wish,simonsinek
[9] simonsinek,#leadership
[9] #leadership,reminder
[9] reminder,challenging
[9] challenging,times
[9] times,great
[9] great,#leadership
[9] #leadership,continues
[9] continues,come

Top Word Pairs in Tweet in G7:
[19] staff,monday
[18] blog,ll
[15] ll,staff
[15] monday,gazneedle
[15] gazneedle,jpembroke
[15] jpembroke,thinkingschool2
[15] thinkingschool2,primaryrocks1
[15] primaryrocks1,marymyatt
[15] marymyatt,teacherhead
[15] teacherhead,ukedchat

Top Word Pairs in Tweet in G8:
[3] #edutwitter,#sltchat
[3] #sltchat,seeking
[3] seeking,slt
[3] slt,meeting
[3] meeting,best
[3] best,practice
[3] practice,eg
[3] eg,decision
[3] decision,discussion
[3] discussion,meet

Top Word Pairs in Tweet in G9:
[14] education,staff
[7] asking,help
[7] help,seem
[7] seem,scary
[7] scary,really
[7] really,help
[7] help,education
[7] staff,alan
[7] alan,emotional
[7] emotional,support

Top Word Pairs in Tweet in G10:
[20] whole,school
[19] #leadership,#bameed
[19] #bameed,#womened
[15] learning,power
[15] #teacher,#edtech
[15] #edtech,#leadership
[15] #sltchat,#edchat
[15] #edchat,#teachers
[12] school,metacognition
[12] metacognition,resources

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@sltchat
@matthewhood
@primaryrocks1
@teacherhead
@ukedchat
@cel_ioe
@gazneedle
@jpembroke
@thinkingschool2
@marymyatt

Top Mentioned in G1:
@vivgrant

Top Mentioned in G2:
@sltchat
@matthewhood
@oaknational
@klmorgan_2
@educendowfoundn
@strickomaster
@newtosltchat
@shoutaboutsend
@sjdavies87
@evidenceinedu

Top Mentioned in G3:
@educationgovuk
@guardianedu
@teachertapp
@sltchat
@teachingaht

Top Mentioned in G4:
@cel_ioe
@edtechdemo
@mark_rutherford
@maynardschool
@swakeleysschool
@tmwsofficial
@highgatewood
@trinitynewbury
@carnforthhigh
@noadswood_sch

Top Mentioned in G6:
@simonsinek
@ocrexams
@matthewhood
@angelosmarkout1
@misskaaron
@stephen_logan
@mrbenparnell
@joeambroseglt
@mrteece_
@pdcornish76

Top Mentioned in G7:
@primaryrocks1
@gazneedle
@jpembroke
@thinkingschool2
@marymyatt
@teacherhead
@ukedchat
@ensermark
@sltchat
@teachertoolkit

Top Mentioned in G8:
@jonnyuttley
@paulgarvey4
@mrhtheteacher
@thevirginheadt1
@drrlofthouse
@mirandanet1
@astsupportaali
@jillberry102
@chrisdysonht
@informed_edu

Top Mentioned in G9:
@mariabrosnan
@mcbreartysinead
@afnccf
@amysayeras

Top Mentioned in G10:
@leoacademies
@_natashadevon

Top Tweeters
Top Tweeters in Entire Graph:
@rjber15
@hackneywick
@marionste
@stfuimtweetn0_o
@bar_zie
@jasonmhouck
@kingsmeadmrt
@ukedchat
@5naureen
@fmfrancoise

Top Tweeters in G1:
@rjber15
@hackneywick
@stfuimtweetn0_o
@jasonmhouck
@ugyng
@shenery2
@marystgeorge
@businessolhs
@yvonneshaw4
@yourdramarun

Top Tweeters in G2:
@gdpr25thmay18
@jillberry102
@saysmiss
@sltchat
@joycematthews_
@mr_n_wood
@klmorgan_2
@n4lyo
@strickomaster
@staracademies

Top Tweeters in G3:
@bar_zie
@fmfrancoise
@teachertoolkit
@miss_mcinerney
@metoscm
@woolychops
@leadinglearner
@educationgovuk
@katejones_teach
@guardianedu

Top Tweeters in G4:
@scalarhumanity
@markj_ohnson
@rrunsworth
@stevebunce
@katypotts
@thomlynn101
@lcetbschools
@baggiepr
@thughes313
@foz53

Top Tweeters in G5:
@ewanmcintosh
@schoolreading
@clarehickspe
@seriousteachers
@biancasabeena
@enders1
@simon_warburton
@gcsepod
@listerkev
@capella_systems

Top Tweeters in G6:
@kingsmeadmrt
@enterprisesbox
@stephen_logan
@andy__buck
@vicgoddard
@mrocallaghanedu
@rpuffendell
@abicass1
@stowdawn
@pdcornish76

Top Tweeters in G7:
@ukedchat
@ensermark
@teacherhead
@jpembroke
@marymyatt
@primaryrocks1
@gazneedle
@philhumphreys46
@bristoledu
@rraimato

Top Tweeters in G8:
@chrisdysonht
@paulgarvey4
@astsupportaali
@drrlofthouse
@informed_edu
@iris_connect
@graham_irisc
@mrhtheteacher
@govuk
@mrmountstevens

Top Tweeters in G9:
@thosethatcan
@ncl_wellbeing
@andrew_cowley23
@pastoral_leader
@cornerstonesedu
@probreadbutter
@edsupportuk
@amysayeras
@lns_missj
@andyjconnell

Top Tweeters in G10:
@cecilia_bocking
@bibliosophus
@_natashadevon
@tomtolkien
@cowiekim
@leoacademies
@dom_traynor
@ccjacademy
@cheamparkfarm
@pisatalistlvooo


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