#edutwitter, Twitter, 7/13/2021 9:33:09 PM, 258669


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#edutwitter Twitter NodeXL SNA Map and Report for Tuesday, 13 July 2021 at 20:21 UTC
#edutwitter Twitter NodeXL SNA Map and Report for Tuesday, 13 July 2021 at 20:21 UTC
From:
TeacherToolkit
Uploaded on:
July 13, 2021
Short Description:
#edutwitter via NodeXL https://bit.ly/3kf0fYF
@tcea
@e_sheninger
@liamowens24
@theresourcehub2
@fidsta77
@safeschools_uk
@mrwithersaht
@education_24x7
@headteacherchat
@karamballes

Top hashtags:
#edutwitter
#teachertwitter
#edchat
#education
#learning
#k12
#edtech

Description:
Description
The graph represents a network of 8,267 Twitter users whose recent tweets contained "#edutwitter", 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, 13 July 2021 at 20:49 UTC.

The tweets in the network were tweeted over the 5-day, 22-hour, 16-minute period from Wednesday, 07 July 2021 at 22:01 UTC to Tuesday, 13 July 2021 at 20:18 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 : 8267
Unique Edges : 13175
Edges With Duplicates : 4121
Total Edges : 17296
Number of Edge Types : 5
Retweet : 6502
Tweet : 2519
MentionsInRetweet : 5079
Mentions : 2872
Replies to : 324
Self-Loops : 2642
Reciprocated Vertex Pair Ratio : 0.0417896163968419
Reciprocated Edge Ratio : 0.0802265941973513
Connected Components : 1225
Single-Vertex Connected Components : 689
Maximum Vertices in a Connected Component : 5664
Maximum Edges in a Connected Component : 13621
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.884599
Graph Density : 0.000191161129647401
Modularity : 0.7008
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,267 Twitter users whose recent tweets contained "#edutwitter", 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, 13 July 2021 at 20:49 UTC.

The tweets in the network were tweeted over the 5-day, 22-hour, 16-minute period from Wednesday, 07 July 2021 at 22:01 UTC to Tuesday, 13 July 2021 at 20:18 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 : #edutwitter
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:
[201] http://esheninger.blogspot.com/2021/07/pedagogical-leadership.html
[106] https://www.dailymail.co.uk/news/article-9768875/amp/Trans-charity-Mermaids-fined-25k-CEO-published-emails-parents-discussing-children.html
[87] https://blog.tcea.org/exploring-assessment-two-tools-for-educators/
[83] https://pin.it/6TIkMC2
[71] https://mailchi.mp/numberella/newsletter
[65] https://twitter.com/karamballes/status/1414619945263108099?s=19
[64] http://esheninger.blogspot.com/2019/10/where-is-your-learning-culture.html
[63] https://twitter.com/dgurdasani1/status/1413776689688088579
[51] https://twitter.com/karamballes/status/1411931474111127553?s=19
[48] http://tompalmer.co.uk/posters/

Top URLs in Tweet in G1:
[20] https://www.cccpworkshops.co.uk/
[18] https://www.ttradio.org/listenback
[12] https://hwrkmagazine.co.uk/read
[11] https://mrsfclassroom.wordpress.com/2021/05/09/english-resources/
[10] https://maguirevvm.podbean.com/e/dr-vic-carr-making-the-most-of-every-minute/
[7] https://drive.google.com/drive/folders/1BXx-deDNEuXTk_yEWcTTD521nfshKPzj
[6] https://www.bowdeneducation.org/bookings-checkout/creating-your-own-career-path?referral=service_list_widget
[6] https://schoolreadinglist.co.uk/reading-lists-for-ks1-school-pupils/100-best-picture-books-to-read-before-you-are-5-years-old/
[6] https://www.actionheroteacher.com/post/teaching-generation-z-ebook-free
[5] https://www.cccpworkshops.co.uk/books

Top URLs in Tweet in G2:
[87] https://blog.tcea.org/exploring-assessment-two-tools-for-educators/
[83] https://pin.it/6TIkMC2
[61] https://mailchi.mp/numberella/newsletter
[21] https://twitter.com/tcea/status/1413604004634976259
[21] http://esheninger.blogspot.com/2021/07/pedagogical-leadership.html
[20] https://inservice.ascd.org/6-questions-to-ask-your-students-on-day-one/?utm_source=pinterest&utm_campaign=Social-Organic&utm_medium=social
[13] https://crushschool.com/blog/design-thinking-your-teaching
[11] https://www.siue.edu/~tkohler/Writing%2520a%2520Paragraph.html
[8] http://esheninger.blogspot.com/2019/10/where-is-your-learning-culture.html
[8] https://www.routledge.com/12-Characteristics-of-Deliberate-Homework/Youngman/p/book/9781003002413?utm_source=individuals&utm_medium=shared_link&utm_campaign=B003023_lr1_1au_7pp_d670_2020projectauthorsasselfpromoters

Top URLs in Tweet in G3:
[6] https://www.eventbrite.co.uk/e/return-to-teaching-in-england-free-tickets-147578628651
[4] https://www.griffinot.com/sensory-processing-disorder-training/
[4] https://subjectsupport.co.uk/testimonials/
[3] https://podcasts.apple.com/gb/podcast/le-but-foot/id1555310054
[2] https://virtueethicsfoundation.com/human-dignity-petition-tackle-homophobia-racism-sexism-islamophobia-gathers-momentum/
[2] https://twitter.com/studybuddies_ph/status/1409050209829613573
[2] https://positiveyoungmind.com/mindfulness-and-you-the-benefits-for-yourself-your-family-and-your-class-enter-the-summermindfulchallenge-competition/
[2] https://twitter.com/MrWithersAHT/status/1413203982491717635
[2] https://twitter.com/ShaunHope/status/1413391520913297411
[2] http://www.servicesforeducation.co.uk/scitt

Top URLs in Tweet in G4:
[38] https://www.edchangeglobal.com/
[19] https://cleteaching.org/sandbox2021/
[15] http://www.cvent.com/c/abstracts/7007b760-1730-4243-9c87-e83529e40483
[15] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[14] https://matthewrhoads.com/publications/navigating-the-toggled-term-a-guide-for-k-12-classroom-and-school-leaders/
[13] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[11] https://www.rdene915.com/
[10] https://www.amazon.com/dp/1953852033/ref=sr_1_5?crid=1FIGGPW0ZWU66&dchild=1&keywords=rachelle+dene+poth&qid=1606592623&sprefix=rachelle+dene+p,stripbooks,167&sr=8-5
[9] https://anchor.fm/matthew-rhoads/episodes/Bonus-Episode-5---Ariel-Adrian-Educator-Self-Care---Harnessing-the-Mind-Body-Connection-to-Amplify-our-Teaching-and-Leadership-as-we-Navigate-the-Toggled-Term-e12tig1
[9] https://workspaceupdates.googleblog.com/2021/07/join-meeting-virtually-or-in-person-google-calendar.html

Top URLs in Tweet in G5:
[105] https://www.dailymail.co.uk/news/article-9768875/amp/Trans-charity-Mermaids-fined-25k-CEO-published-emails-parents-discussing-children.html
[42] https://www.indy100.com/news/redbridge-library-monkey-custome-scandal-b1882666
[33] https://www.telegraph.co.uk/news/2021/07/07/teachers-powerless-resist-trans-activism-schools/
[28] https://twitter.com/Transgendertrd/status/1413211046542725136
[15] https://safeschoolsallianceuk.net/resources-2/letter-templates/#Mermaids_training_letter
[10] https://edtechdemo.ucst.uk/
[8] https://www.gov.uk/government/publications/actions-for-schools-during-the-coronavirus-outbreak
[7] https://www.dailymail.co.uk/news/article-9762963/Schools-using-overtly-political-materials-teach-children-gender-Ofsted-warns.html?fbclid=IwAR0UB7pWP6rQq8ej3w6eFOci4iRTbC0fVmXVRNNAWutPfcaaigF4_cmYPL4
[7] https://nationaltutoring.org.uk/ntp-tuition-partners/for-schools
[7] https://www.justlikeus.org/single-post/growing-up-lgbt-just-like-us-research-report

Top URLs in Tweet in G6:
[65] https://twitter.com/karamballes/status/1414619945263108099?s=19
[62] https://twitter.com/dgurdasani1/status/1413776689688088579
[50] https://twitter.com/karamballes/status/1411931474111127553?s=19
[42] https://twitter.com/karamballes/status/1412393978998276097?s=19
[35] https://www.independent.co.uk/voices/letters/freedom-day-social-distancing-long-covid-b1881790.html
[24] https://www.gov.uk/government/publications/guidance-on-shielding-and-protecting-extremely-vulnerable-persons-from-covid-19/guidance-on-shielding-and-protecting-extremely-vulnerable-persons-from-covid-19
[22] https://twitter.com/MelHorrocks19/status/1413530941734129668
[13] https://twitter.com/maya_chavez_/status/1412783257083695105
[10] https://twitter.com/LPiearcey/status/1413564402389950465
[10] https://www.gofundme.com/f/give-them-time?utm_campaign=p_cf+share-flow-1&utm_medium=chat&utm_source=whatsapp

Top URLs in Tweet in G7:
[35] http://tompalmer.co.uk/posters/
[31] https://teachersreadingchallenge.org.uk/
[13] https://twitter.com/bookloverJo/status/1413423266438520834
[11] https://twitter.com/PoetryDayUK/status/1413437902877446148
[7] https://www.bell-foundation.org.uk/training-events/detail/language-awareness-for-teaching-staff-online-course/
[6] https://twitter.com/RashmiWriting/status/1413028475993268227
[6] https://www.bell-foundation.org.uk/resources/
[4] https://www.kenilworthbooks.co.uk/sunflower-sisters/
[4] https://www.awordaboutbooks.com/blog---archive/the-secret-life-of-bees-moira-butterfield-illustrated-by-vivian-mineker
[4] https://www.etsy.com/uk/shop/ChrisMouldArtwork

Top URLs in Tweet in G8:
[5] http://tompalmer.co.uk/posters/
[2] http://www.etsy.com/shop/CrookedQuill/
[2] https://teachersreadingchallenge.org.uk/
[2] https://twitter.com/Venture_ATeam/status/1413377930718322691
[2] https://twitter.com/MrsJenniEllis/status/1413502175464943619
[1] https://www.youtube.com/watch?v=6caCqn_nD6o&feature=youtu.be

[1] https://www.walker.academy/academy-information/vacancies

Top URLs in Tweet in G9:
[169] http://esheninger.blogspot.com/2021/07/pedagogical-leadership.html
[54] http://esheninger.blogspot.com/2019/10/where-is-your-learning-culture.html
[23] http://esheninger.blogspot.com/2019/11/how-to-improve-checks-for-understanding.html
[22] http://esheninger.blogspot.com/2019/11/the-stages-of-innovative-change.html
[14] https://esheninger.blogspot.com/2021/07/your-lasting-legacy.html
[12] http://esheninger.blogspot.com/2021/07/your-lasting-legacy.html
[8] https://www.youtube.com/watch?v=GNZwjtc070Q&feature=youtu.be

[6] http://esheninger.blogspot.com/2021/05/how-to-make-learning-stick.html
[6] https://ks2gems.com/?page_id=1043
[5] https://www.pinterest.com/esheninger/disruptive-thinking/

Top URLs in Tweet in G10:
[13] https://docs.google.com/document/d/1uFBO4YH82-fQAqAMdvxcrIORbSOkHLcHCb2Lj52mTFA/edit
[9] https://compcenternetwork.org/national-center/summer-learning-enrichment-collaborative
[9] https://www.retrievalpractice.org/strategies/2019/10/7/retrieval-guides?utm_content=buffer395d9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://docs.google.com/document/d/1uwTW7NUMdtsYJ_Iz-0__buLcbyQ_d1ugKutk7yTHdSI/edit
[6] https://ies.ed.gov/ncee/edlabs/regions/central/blog/similar-school-identification.asp
[5] https://www.amazon.es/dp/B08GZJTCFH/ref=cm_sw_r_tw_dp_HVQDKQKDQCEJBBWT9Q9M
[4] https://www.free-for-kids.com/wp-content/uploads/2019/12/Brain-Teaser-Drawing-Puzzle.pdf
[2] https://twitter.com/i/web/status/1408199462594531328
[2] https://twitter.com/birdwriter7/status/1408447066628575241
[2] https://compcenternetwork.org/news-events/news/6866/ten-practices-maximize-learning-recovery-leveraging-procurement-process

Top Domains
Top Domains in Tweet in Entire Graph:
[1280] twitter.com
[662] co.uk
[386] blogspot.com
[201] org.uk
[164] youtube.com
[148] amazon.com
[97] tcea.org
[91] pin.it
[83] tes.com
[80] mailchi.mp

Top Domains in Tweet in G1:
[118] co.uk
[73] twitter.com
[55] tes.com
[29] org.uk
[28] wordpress.com
[18] ttradio.org
[13] podbean.com
[12] actionheroteacher.com
[11] google.com
[8] youtube.com

Top Domains in Tweet in G2:
[97] tcea.org
[91] pin.it
[67] mailchi.mp
[60] twitter.com
[36] blogspot.com
[20] ascd.org
[14] monstercampaigns.com
[13] crushschool.com
[11] siue.edu
[8] routledge.com

Top Domains in Tweet in G3:
[86] twitter.com
[43] co.uk
[17] youtube.com
[15] org.uk
[7] halsbury.com
[7] nasa.gov
[5] tes.com
[5] amazon.com
[5] bit.ly
[4] google.com

Top Domains in Tweet in G4:
[130] twitter.com
[38] edchangeglobal.com
[31] google.com
[31] co.uk
[30] amazon.com
[26] youtube.com
[24] shorturl.at
[19] cospaces.io
[19] cleteaching.org
[17] blogspot.com

Top Domains in Tweet in G5:
[154] co.uk
[42] indy100.com
[39] safeschoolsallianceuk.net
[33] twitter.com
[21] halsbury.com
[14] ucst.uk
[12] gov.uk
[11] justlikeus.org
[10] org.uk
[6] thekeysupport.com

Top Domains in Tweet in G6:
[346] twitter.com
[45] co.uk
[24] gov.uk
[10] gofundme.com
[5] edublogs.org
[5] fabianeducation.com
[3] junipereducation.org
[1] apple.com

Top Domains in Tweet in G7:
[54] org.uk
[46] twitter.com
[46] co.uk
[19] awordaboutbooks.com
[7] bedrocklearning.org
[4] etsy.com
[4] blogspot.com
[3] bestbooksforschools.com
[3] lexplore.com
[2] dropbox.com

Top Domains in Tweet in G8:
[5] co.uk
[4] twitter.com
[2] etsy.com
[2] org.uk
[1] youtube.com
[1] walker.academy

Top Domains in Tweet in G9:
[315] blogspot.com
[17] ks2gems.com
[8] youtube.com
[5] pinterest.com
[5] twitter.com
[2] mote.com
[1] co.uk
[1] edutopia.org
[1] matthewrhoads.com
[1] rdene915.com

Top Domains in Tweet in G10:
[20] google.com
[14] twitter.com
[11] compcenternetwork.org
[9] retrievalpractice.org
[8] ed.gov
[5] amazon.es
[4] free-for-kids.com
[3] youtube.com
[2] co.uk
[2] blogspot.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10137] edutwitter
[1274] teachertwitter
[1228] edchat
[1200] education
[688] learning
[549] k12
[537] edtech
[365] suptchat
[356] teachers
[334] safeguarding



Top Hashtags in Tweet in G1:
[1288] edutwitter
[91] education
[82] teachertwitter
[73] tvttagteam
[57] nqt
[54] ukedchat
[50] poem
[47] inspiration
[43] ttradio
[37] ect

Top Hashtags in Tweet in G2:
[980] edutwitter
[548] learning
[482] edchat
[479] teachertwitter
[466] k12
[116] educoach
[88] numberella
[83] thinking
[65] teaching
[63] growthmindset

Top Hashtags in Tweet in G3:
[876] edutwitter
[104] education
[61] teachertwitter
[48] edchat
[30] teachers
[27] nqt
[26] teacher
[25] teaching
[23] edtech
[19] ukedchat

Top Hashtags in Tweet in G4:
[721] edutwitter
[359] edtech
[316] education
[136] edchat
[63] stem
[60] teachertwitter
[55] teachers
[55] sel
[55] k12
[51] tosachat

Top Hashtags in Tweet in G5:
[491] edutwitter
[322] safeguarding
[244] womened
[187] teachertwitter
[148] lgbt
[131] readinglist
[65] rse
[57] ukedchat
[42] summerreadingchallenge
[42] teacher5oclockclub

Top Hashtags in Tweet in G6:
[494] edutwitter
[96] johnsonvariant
[55] downingstreetbriefing
[50] longcovid
[48] children
[47] parents
[47] longcovidkids
[44] wearamask
[38] covidisnotover
[35] tuesdayvibe

Top Hashtags in Tweet in G7:
[355] edutwitter
[37] librarytwitter
[31] readingforpleasure
[26] teamenglish
[24] kidlit
[20] books
[18] readers
[18] eal
[16] librarian
[16] libbyandtheparisianpuzzle

Top Hashtags in Tweet in G8:
[318] edutwitter
[5] librarytwitter
[5] nqt
[2] primaryrocks
[2] phonics
[2] phonicsscheme
[2] englishleads
[2] phonicsleads
[2] ect
[2] norfolk

Top Hashtags in Tweet in G9:
[361] edutwitter
[327] edchat
[211] suptchat
[171] cpchat
[140] satchat
[101] disruptivethink
[76] digilead
[47] 808educate
[41] edleaders
[40] education

Top Hashtags in Tweet in G10:
[288] edutwitter
[33] education
[20] science
[20] biology
[18] sel
[14] teachers
[13] edchat
[13] nqts
[13] teachingassistants
[13] liverpool

Top Words
Top Words in Tweet in Entire Graph:
[10386] #edutwitter
[1323] #teachertwitter
[1293] school
[1247] #education
[1242] #edchat
[1076] teachers
[839] children
[722] schools
[712] #learning
[704] teacher

Top Words in Tweet in G1:
[1310] #edutwitter
[128] book
[119] school
[115] great
[113] teachers
[113] september
[111] time
[105] class
[97] books
[93] #education

Top Words in Tweet in G2:
[990] #edutwitter
[551] #learning
[497] #teachertwitter
[482] #edchat
[474] #k12
[418] critical
[350] thinking
[308] cheatsheet
[308] glodigcit
[252] gt

Top Words in Tweet in G3:
[876] #edutwitter
[109] school
[104] #education
[65] teachers
[62] students
[61] #teachertwitter
[57] class
[50] teaching
[48] #edchat
[46] time

Top Words in Tweet in G4:
[788] #edutwitter
[382] #edtech
[349] #education
[139] #edchat
[79] learning
[76] register
[76] #k12
[74] join
[70] #teachertwitter
[70] #sel

Top Words in Tweet in G5:
[492] #edutwitter
[348] children
[322] #safeguarding
[244] #womened
[237] working
[187] #teachertwitter
[148] #lgbt
[146] training
[139] improve
[138] person

Top Words in Tweet in G6:
[494] #edutwitter
[212] schools
[146] children
[127] vaccination
[121] ventilation
[103] government
[99] lbc
[96] #johnsonvariant
[92] plan
[84] media

Top Words in Tweet in G7:
[386] #edutwitter
[113] reading
[91] school
[74] teacher
[61] #readingforpleasure
[53] books
[50] teachers
[48] summer
[47] pack
[45] amazing

Top Words in Tweet in G8:
[582] giveaway
[321] #edutwitter
[298] school
[297] teacher
[297] library
[295] bookmarks
[294] teachers
[292] custom
[292] card
[292] prints

Top Words in Tweet in G9:
[367] #edutwitter
[329] #edchat
[211] #suptchat
[171] #cpchat
[169] pedagogical
[159] leadership
[140] #satchat
[125] post
[101] #disruptivethink
[76] #digilead

Top Words in Tweet in G10:
[298] #edutwitter
[120] great
[112] term
[111] activity
[109] love
[107] art
[107] end
[35] template
[33] #education
[27] ks3

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[634] #edchat,#edutwitter
[431] #edutwitter,#learning
[428] #education,#edutwitter
[369] #teachertwitter,#edutwitter
[340] critical,thinking
[326] #edutwitter,#teachertwitter
[318] hard,work
[310] thinking,cheatsheet
[310] cheatsheet,glodigcit
[310] glodigcit,#edutwitter

Top Word Pairs in Tweet in G1:
[82] #edutwitter,#tvttagteam
[76] job,september
[71] attempt,lucky
[71] lucky,break
[71] break,passionate
[71] passionate,hard
[71] hard,working
[71] working,rqt
[71] rqt,history
[71] history,humanities

Top Word Pairs in Tweet in G2:
[412] #edutwitter,#learning
[411] #edchat,#edutwitter
[332] critical,thinking
[308] thinking,cheatsheet
[308] cheatsheet,glodigcit
[308] glodigcit,#edutwitter
[308] #learning,#k12
[308] #k12,#teachertwitter
[168] gt,gt
[90] #learning,#educoach

Top Word Pairs in Tweet in G3:
[41] #education,#edutwitter
[25] #edutwitter,#education
[23] #edutwitter,#teachertwitter
[21] #edutwitter,#edchat
[21] #teachertwitter,#edutwitter
[13] #edchat,#edutwitter
[11] #edutwitter,#teachers
[10] end,term
[10] #teaching,#edutwitter
[10] legit,affordable

Top Word Pairs in Tweet in G4:
[140] #edtech,#edutwitter
[69] #edutwitter,#education
[56] #education,#edutwitter
[45] #edutwitter,#edchat
[37] #edutech,#edutwitter
[36] #edtech,#edutech
[36] #edutwitter,#tosachat
[33] #edutwitter,#edtech
[31] #education,#edtech
[30] stay,tuned

Top Word Pairs in Tweet in G5:
[178] #womened,#teachertwitter
[135] #teachertwitter,#edutwitter
[131] enabling,defending
[131] defending,children
[131] children,unsuitable
[131] unsuitable,person
[131] person,barred
[131] barred,working
[131] working,excuses
[131] excuses,#safeguarding

Top Word Pairs in Tweet in G6:
[77] children,infected
[62] people,comfortable
[62] comfortable,allowing
[62] allowing,infections
[62] infections,spread
[62] spread,schools
[62] schools,happen
[62] happen,#edutwitter
[55] #edutwitter,#downingstreetbriefing
[50] predicted,wave

Top Word Pairs in Tweet in G7:
[37] reading,challenge
[35] posters,bookmarks
[35] bookmarks,teacher
[35] teacher,librarian
[35] librarian,preparing
[35] preparing,classroom
[35] classroom,library
[35] library,school
[35] school,touch
[35] touch,poster

Top Word Pairs in Tweet in G8:
[292] custom,library
[292] library,card
[292] card,prints
[290] teacher,giveaway
[290] giveaway,hard
[290] hard,work
[290] work,past
[290] past,middle
[290] middle,grade
[290] grade,bookmarks

Top Word Pairs in Tweet in G9:
[159] pedagogical,leadership
[154] leadership,#edchat
[125] #edchat,#edutwitter
[125] #suptchat,#cpchat
[115] post,pedagogical
[115] #edchat,#suptchat
[115] #cpchat,#satchat
[115] #satchat,#edutwitter
[69] #edutwitter,#suptchat
[59] #disruptivethink,#edchat

Top Word Pairs in Tweet in G10:
[107] love,art
[107] art,great
[107] great,end
[107] end,term
[107] term,activity
[107] activity,#edutwitter
[19] #education,#edutwitter
[13] week,investigating
[13] investigating,heart
[13] heart,rate

Top Replied-To
Top Replied-To in Entire Graph:
@steelcityhelps
@toolkitsforall
@smreed81
@malcpd
@little_mavis
@mdsforthekids
@smithsmm
@gegahmedabad
@showbie
@mjjohnson1216

Top Replied-To in G1:
@malcpd
@toriaclaire
@danedwards_77
@richreadalot
@oldandrewuk
@nowmrsmfl
@actionheroteach
@leazy84
@i_teach_things
@tabitasurge

Top Replied-To in G2:
@rdene915
@missheatherson
@aflnewberry
@mosswa

Top Replied-To in G3:
@upsavvy
@educationhays

Top Replied-To in G4:
@mjjohnson1216
@showbie
@gegahmedabad
@karadidomizio
@joykelly05
@steelcityhelps
@simplybec81
@sadracah20
@ap_korth

Top Replied-To in G5:
@educationgovuk

Top Replied-To in G6:
@little_mavis
@smithsmm
@gavinwilliamson
@angelarayner
@kategreensu
@llewelyn20

Top Replied-To in G7:
@jennispangler1
@anewchapterbks
@wishesandstars
@ojibrown73
@team_english1

Top Replied-To in G8:
@lucasjmaxwell
@misskntweets

Top Replied-To in G9:
@justmotehq

Top Replied-To in G10:
@mrwithersaht

Top Mentioned
Top Mentioned in Entire Graph:
@glodigcit
@mermaids_gender
@lbc
@educationgovuk
@mguhlin
@donorschoose
@heidisongs
@headteacherchat
@teachtoinspire8
@mrts_nqts

Top Mentioned in G1:
@mrts_nqts
@headteacherchat
@troikabooks
@patronofreading
@kidspoetsummit
@kidglovesbooks
@ttradio2021
@katejones_teach
@paulgarvey4
@primaryteachew

Top Mentioned in G2:
@glodigcit
@mguhlin
@heidisongs
@teachtoinspire8
@finleyt
@ascd
@crushschool1
@mrscohenghe
@thriveinedu
@mindshiftkqed

Top Mentioned in G3:
@panoramaed
@gatesheadneu
@mrabdeledu
@eddevtrust_npqs
@ridersspecial

Top Mentioned in G4:
@thriveinedu
@rdene915
@edumatchbooks
@edchangeglobal
@csucollegeofed
@cle_state
@globalgeg
@cfecsu
@elearningcsu
@tannenbaumtech

Top Mentioned in G5:
@mermaids_gender
@educationgovuk
@redbridgelibs
@stonewalluk
@cwknews
@telegraph
@justlikeusuk
@transgendertrd
@charlesworth102
@edtechsheff

Top Mentioned in G6:
@lbc
@gavinwilliamson
@kategreensu
@peterkyle
@toryfibs
@peterstefanovi2
@karamballes
@vixl
@laylamoran
@universitiesuk

Top Mentioned in G7:
@usborne
@beccasmithart
@bouncemarketing
@team_english1
@poetrydayuk
@pixlclub
@usbornebah
@randa_chocs
@alexwhartonpoet
@anewchapterbks

Top Mentioned in G8:
@mhs_librarians
@misssnqt
@sciencestrachan
@propmeupuk
@craighawes
@schoolmusicals
@booknookhove
@axminsterschool

Top Mentioned in G9:
@justmotehq
@cast_udl
@jj_stellies
@ms_phil_lips
@m_fester
@redfearncharles
@chavousb

Top Mentioned in G10:
@usedgov
@iesresearch
@patricebain1
@cultofpedagogy
@87history
@effortfuleduktr
@teacherhead
@relcentral
@dougvandine
@nde_gov

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@ee
@w_angels_wings
@vjboopathickpt
@indiatoday
@cybersecurityn8
@dianamsharpton
@reneeandsharon
@viralvideovlogs

Top Tweeters in G1:
@w_angels_wings
@dementedbonxie
@raesnape
@michaelrosenyes
@jacybrean
@itvnews
@5naureen
@wendyeslater
@oldandrewuk
@pauldragonwolf1

Top Tweeters in G2:
@moniselseward
@algierslady
@fourcornersrock
@nme
@gdorn1
@dominmonic
@elizawallace27
@mistyrose54
@rollingstone
@shellterrell

Top Tweeters in G3:
@liberatedsoul_
@93rdmin
@capt_scarlett
@mendacityabout
@heinemannpub
@mw_khan13
@simfin
@belabab
@valeriebarlow6
@rockgod1970

Top Tweeters in G4:
@cybersec_feeds
@nytimes
@mrtallerjerry
@politico
@education_24x7
@yahoonews
@iamdrwill
@vrretweeter
@mssackstein
@botfemale

Top Tweeters in G5:
@emocionycambio
@mrmalky
@telegraph
@tarunynorzo
@gwinniejones
@msccollins1
@63_susan
@zuperpie
@orbette
@gencritgreen

Top Tweeters in G6:
@christinejameis
@pingachoo
@godandthebear
@cleggy261
@littlemore20
@golwgymor
@las2950
@digitalmaverick
@robertgedge
@mig30m6

Top Tweeters in G7:
@aebold123
@272bookfaith
@oyindx
@crimeficreader
@haltyballa
@richdent
@amandamegs1974
@koboldwizard
@fly276
@alwayslearnweb

Top Tweeters in G8:
@eenalol
@darkwolf77750
@fullarton121
@2ndtimemama
@luckleprechaunx
@librarymice
@herlifestory
@autismman11
@craftythinker
@pippamadhatters

Top Tweeters in G9:
@juandoming
@julietkego
@marcelamomberg
@mdrechsler
@fatihebahadir
@iskaraman
@e_sheninger
@kukharenko
@lrobbteacher
@radhakarn

Top Tweeters in G10:
@reneeandsharon
@shadowdogdesign
@birdwriter7
@no2hitting
@aldiuk
@rupertbu
@thecrowdview
@meinrhyme
@mededbot
@ideamachine2018


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