educhat, Twitter, 6/15/2020 10:31:04 PM, 229340


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educhat_2020-06-15_02-03-20.xlsx
educhat_2020-06-15_02-03-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 15, 2020
Short Description:
educhat via NodeXL https://bit.ly/2Y7iLHf
@edchateu
@jc_james_clark
@clcsimon
@mrmict
@victoriathetech
@poetpedagogue
@rdene915
@distancelrnbot
@missgsurtees
@siopmodel

Top hashtags:
#educhat
#queer_educhat
#edchat
#education
#edutwitter
#k12
#edtech
#remotelearning

Description:
Description
The graph represents a network of 2,156 Twitter users whose tweets in the requested range contained "educhat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 June 2020 at 09:04 UTC.

The requested start date was Monday, 15 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 8-hour, 36-minute period from Monday, 01 June 2020 at 00:49 UTC to Saturday, 13 June 2020 at 09:26 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 : 2156
Unique Edges : 1431
Edges With Duplicates : 5280
Total Edges : 6711
Number of Edge Types : 5
Mentions : 1113
Replies to : 185
Tweet : 1075
Retweet : 1850
MentionsInRetweet : 2488
Self-Loops : 1133
Reciprocated Vertex Pair Ratio : 0.0680989055533036
Reciprocated Edge Ratio : 0.127514231499051
Connected Components : 395
Single-Vertex Connected Components : 164
Maximum Vertices in a Connected Component : 783
Maximum Edges in a Connected Component : 3876
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.423588
Graph Density : 0.0005671325691213
Modularity : 0.385577
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 2,156 Twitter users whose tweets in the requested range contained "educhat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 June 2020 at 09:04 UTC.

The requested start date was Monday, 15 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 8-hour, 36-minute period from Monday, 01 June 2020 at 00:49 UTC to Saturday, 13 June 2020 at 09:26 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 : GraphServerTwitterSearch
Graph Term : educhat
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:
[22] https://cuedup.theintelligenthoodlums.com/?sc=y4EOs7Nr&ac=1RLdmUYy
[12] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=2656022011&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-pages-popularity-rank&page=1&langFilter=default#formatSelectorHeader
[12] https://www.thinglink.com/scene/1325827443105202178
[12] https://drive.google.com/file/d/1u4cM0Sk56U8-0GtDCJdg15KFUW_aqLuA/view?usp=sharing
[12] https://us02web.zoom.us/meeting/register/tZ0od-CgrTopHdUIJZR7XeBcgFKGsmSZPNXq
[11] https://anchor.fm/rdene915
[11] https://www.rdene915.com/
[11] https://www.planmyschooltrip.co.uk/win-free-trips.php
[11] https://www.youtube.com/playlist?list=PL3y85TmZlOLfNZFUQaFOpCPMmEd5jI_jQ

[11] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8

Top URLs in Tweet in G1:
[4] http://lectureracing.com/?lang=en
[4] http://lectureracing.com
[4] https://schoolreportwriter.com/
[3] https://www.wmprojectinstallation.com/
[2] https://www.youtube.com/watch?v=vnRSlfpkbxQ&feature=youtu.be

[2] https://www.youtube.com/watch?v=cizi2oRxhD4&feature=youtu.be

[1] https://twitter.com/JohnCMaxwell/status/1267187173012406272
[1] https://www.bbc.co.uk/news/education-52854688
[1] https://www.bbc.co.uk/news/education-52844043
[1] https://www.blog.powernotes.com/basic-skills

Top URLs in Tweet in G2:
[8] https://twitter.com/poetpedagogue/status/1270869197124513792
[8] https://twitter.com/poetpedagogue/status/1270871726214217729
[8] https://twitter.com/poetpedagogue/status/1270874211746222081
[6] https://twitter.com/poetpedagogue/status/1270868392141041664
[6] https://twitter.com/poetpedagogue/status/1270879257972129792
[6] https://journals.sagepub.com/doi/pdf/10.1177/0042085914549261?casa_token=PCmaq4OhLxkAAAAA%3AXO-8lnc_VFF3Z1aQLn58eYRNXr7C__fiqbCyjf13LCOMwwmCRmaoCVdcZsKciac_xa8qxc6U&cookieSet=1
[5] https://twitter.com/poetpedagogue/status/1270875976268906496
[4] https://twitter.com/poetpedagogue/status/1270880991150825473
[3] https://www.tandfonline.com/doi/pdf/10.1300/J367v01n03_05?casa_token=acJbysozyYsAAAAA%3AMSr-JqedpfeH2aTwaXKvyr8ZpS1wLA5yboIFqay-qSQxgSCMYcA_lEqsqCzHgyIqretzByVT&cookieSet=1
[3] https://www.dukeupress.edu/progressive-dystopia

Top URLs in Tweet in G3:
[20] https://cuedup.theintelligenthoodlums.com/?sc=y4EOs7Nr&ac=1RLdmUYy
[12] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=2656022011&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-pages-popularity-rank&page=1&langFilter=default#formatSelectorHeader
[12] https://us02web.zoom.us/meeting/register/tZ0od-CgrTopHdUIJZR7XeBcgFKGsmSZPNXq
[11] https://www.rdene915.com/
[11] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[11] https://www.youtube.com/playlist?list=PL3y85TmZlOLfNZFUQaFOpCPMmEd5jI_jQ

[10] https://anchor.fm/rdene915
[10] https://blog.buncee.com/join-the-bunceesummerchallenge/
[9] https://www.forbes.com/sites/michaeltnietzel/2020/06/11/teenage-boys-poor-reading-skills-helps-predict-why-fewer-men-attend-college/#66f516b2472c
[9] https://www.seriousteachers.com/

Top URLs in Tweet in G4:
[7] https://calendar.eji.org/racial-injustice/jun/12
[6] https://sharemylesson.com/blog/community-partnership
[5] https://www.linkedin.com/pulse/ascd-edadvantage-free-members-communities-walter-mckenzie/
[5] https://calendar.eji.org/racial-injustice/jun/5
[4] https://www.dropbox.com/s/zgiphpy513gb022/Wachel%20Weber%20Preparing%20to%20Reopen%20Schools%20The%20Whole%20Educator.pdf?dl=0
[4] https://calendar.eji.org/racial-injustice/jun/4
[3] https://www.mckinsey.com/business-functions/strategy-and-corporate-finance/our-insights/the-pivotal-factors-for-effective-external-engagement
[3] https://sharemylesson.com/teaching-resource/plan-guide-safely-reopen-americas-school-and-communities-322510
[3] https://sharemylesson.com/webinar/distance-learning-ells-lessons-learned
[3] https://sharemylesson.com/teaching-resource/stonewall-outloud

Top URLs in Tweet in G5:
[1] https://twitter.com/educatorsofbmls/status/1271350306345873408
[1] https://twitter.com/educatorsofbmls/status/1267396768334897152
[1] https://twitter.com/ksi_montenegro/status/1267791672928342016
[1] https://twitter.com/educatorsofbmls/status/1268911725585129474
[1] https://twitter.com/educatorsofbmls/status/1269254019521757184
[1] https://twitter.com/educatorsofbmls/status/1269571053509963776
[1] https://twitter.com/educatorsofbmls/status/1269978736792793089
[1] https://www.quantamagazine.org/to-pay-attention-the-brain-uses-filters-not-a-spotlight-20190924
[1] https://www.trueeducationpartnerships.com/schools/back-to-school-looking-after-your-well-being/?utm_source=Twitter&utm_medium=Social&utm_campaign=Edu
[1] https://twitter.com/toriaclaire/status/1267671029385551872

Top URLs in Tweet in G6:
[5] https://youtube.com/watch?v=CEgt0pyFVq0

[4] https://www.erasmuspluscourses.com/blog/3rd-pan-european-conference-on-distance-teaching-learning-from-best-practice/
[4] https://www.erasmuspluscourses.com/blog/3rd-pan-european-conference-on-distance-teaching-learning-from-best-practice/?fbclid=IwAR3rk7cwiqO96S8PMxLnZPuc97Eehug287j56L_lCwPB5XIuDBDjC3Rvx80
[3] http://www.innovatemyschool.com/ideas/remote-transition
[2] http://www.innovatemyschool.com/ideas/how-to-prepare-for-a-video-interview
[2] http://www.innovatemyschool.com/ideas/how-to-develop-your-history-subject-knowledge-during-a-pandemic
[1] https://edujobsinpgh.blogspot.com/2020/06/instructional-technologist.html
[1] https://www.youtube.com/watch?v=EmhFsytZ9Es&t=326s

[1] https://twitter.com/TheAniketGupta2/status/1267168977928826885
[1] https://www.mtate.net/coronavirus/

Top URLs in Tweet in G7:
[4] https://jps.bham.ac.uk/14/volume/7/issue/1/
[4] https://jps.bham.ac.uk/articles/abstract/105/
[3] https://jps.bham.ac.uk/articles/abstract/113/
[3] https://jps.bham.ac.uk/articles/abstract/107/
[3] https://jps.bham.ac.uk/articles/abstract/106/
[3] https://jps.bham.ac.uk/articles/abstract/109/
[3] https://jps.bham.ac.uk/articles/abstract/110/
[3] https://jps.bham.ac.uk/articles/abstract/111/
[3] https://jps.bham.ac.uk/articles/abstract/112/
[3] https://dialogueworks.co.uk/resources/

Top URLs in Tweet in G8:
[12] https://www.thinglink.com/scene/1325827443105202178
[10] http://howtostem.co.uk/
[4] http://lectureracing.com/?lang=en
[3] https://www.kqed.org/mindshift/47856/four-strategies-that-promote-a-growth-mindset-in-struggling-readers
[3] http://lectureracing.com
[2] http://fieldsofhome.blogspot.com/2020/06/stopping-to-smell-thescience.html
[2] https://www.edutopia.org/article/4-tips-engaging-reluctant-math-learners
[2] https://www.weareteachers.com/best-inspirational-teacher-quotes/
[2] https://www.weareteachers.com/rainbow-crafts/
[2] http://www.weareteachers.com/scavenger-hunts/

Top URLs in Tweet in G9:
[2] https://www.theconfidentteacher.com/2020/05/thinking-about-school-transition/
[1] https://senoritagris.wordpress.com/resources/
[1] https://www.youtube.com/watch?v=GFWiXN9E3CQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=5w_phfxgmqA&feature=youtu.be

[1] https://www.tes.com/news/4-reasons-why-school-based-training-may-be-best-you
[1] https://twitter.com/learn_ni/status/1267724057392357376
[1] https://www.turnaroundusa.org/the-three-rs-relationships-routines-resilience/

Top URLs in Tweet in G10:
[1] https://twitter.com/fadultos/status/1268575337056817157

Top Domains
Top Domains in Tweet in Entire Graph:
[221] twitter.com
[80] youtube.com
[79] sharemylesson.com
[72] co.uk
[70] blogspot.com
[34] google.com
[31] ac.uk
[30] zoom.us
[27] amazon.com
[23] wordpress.com

Top Domains in Tweet in G1:
[14] twitter.com
[10] youtube.com
[8] lectureracing.com
[4] co.uk
[4] iconohash.com
[4] schoolreportwriter.com
[3] facebook.com
[3] wordpress.com
[3] paper.li
[3] wmprojectinstallation.com

Top Domains in Tweet in G2:
[107] twitter.com
[7] google.com
[6] sagepub.com
[3] tandfonline.com
[3] dukeupress.edu
[2] mathematicallygiftedandblack.com
[1] youtube.com
[1] wakelet.com
[1] 8toabolition.com
[1] hudsonvalley.org

Top Domains in Tweet in G3:
[24] youtube.com
[23] amazon.com
[21] rdene915.com
[20] theintelligenthoodlums.com
[19] buncee.com
[16] zoom.us
[16] seriousteachers.com
[14] k12prospects.com
[11] forbes.com
[10] anchor.fm

Top Domains in Tweet in G4:
[79] sharemylesson.com
[18] eji.org
[8] dropbox.com
[5] linkedin.com
[5] google.com
[4] mckinsey.com
[2] edutopia.org
[2] techlearning.com
[2] theintelligenthoodlums.com
[1] associationsnow.com

Top Domains in Tweet in G5:
[9] twitter.com
[1] quantamagazine.org
[1] trueeducationpartnerships.com
[1] evidenceforlearning.net
[1] change.org

Top Domains in Tweet in G6:
[14] twitter.com
[8] erasmuspluscourses.com
[8] innovatemyschool.com
[7] youtube.com
[1] blogspot.com
[1] mtate.net
[1] google.com
[1] globalmetacognition.com
[1] org.uk
[1] twowritingteachers.org

Top Domains in Tweet in G7:
[30] ac.uk
[4] co.uk
[1] net.au
[1] theconversation.com
[1] cirlresearch.com
[1] janeyates.net
[1] twitter.com

Top Domains in Tweet in G8:
[15] weareteachers.com
[14] thinglink.com
[12] edutopia.org
[10] co.uk
[8] kqed.org
[7] lectureracing.com
[5] blogspot.com
[4] youtube.com
[2] libguides.com
[2] learncanola.com

Top Domains in Tweet in G9:
[2] youtube.com
[2] theconfidentteacher.com
[1] wordpress.com
[1] tes.com
[1] twitter.com
[1] turnaroundusa.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1628] educhat
[527] queer_educhat
[470] edchat
[468] education
[396] edutwitter
[198] k12
[157] edtech
[139] remotelearning
[106] teachers
[105] teacher



Top Hashtags in Tweet in G1:
[202] educhat
[58] edutwitter
[56] education
[18] teachers
[17] ukedchat
[16] edchat
[16] aussieed
[14] students
[13] nqt
[12] sschat

Top Hashtags in Tweet in G2:
[520] queer_educhat
[27] queer
[10] miseducasian
[5] education
[5] educhat
[3] teachpride
[3] edchat
[2] edutwitter
[2] lgbtq
[2] thriveinedu

Top Hashtags in Tweet in G3:
[196] educhat
[158] k12
[151] education
[115] edchat
[91] remotelearning
[88] edtech
[66] remoteteaching
[59] thriveinedu
[55] sel
[51] ntchat

Top Hashtags in Tweet in G4:
[116] educhat
[104] edchat
[85] distancelearning
[55] covid19
[28] georgefloyd
[26] racism
[22] ascdl2l
[22] quaranteaching
[20] edreform
[16] edadmin

Top Hashtags in Tweet in G5:
[68] educhat
[48] edutwitter
[10] pypchat
[10] ffbwednesday
[9] ib
[8] edchateu
[7] edchat
[7] ellchat
[7] cpd
[4] pyp

Top Hashtags in Tweet in G6:
[64] educhat
[29] ukedustories
[18] edutwitter
[15] edchateu
[13] edchat
[13] educhateu
[11] nt2teu
[10] educhatsr
[9] education
[6] ib

Top Hashtags in Tweet in G7:
[41] educhat
[40] philosophy
[36] openaccess
[35] teachertwitter
[32] ethics
[31] criticalthinking
[28] p4c
[25] aussieed
[16] coi
[15] education

Top Hashtags in Tweet in G8:
[93] educhat
[59] edchat
[22] edutwitter
[12] stem
[10] knowledge
[9] lectureracing
[9] education
[8] students
[8] mfltwitterati
[8] mflchat

Top Hashtags in Tweet in G9:
[30] educhat
[22] mflinjune
[13] edutwitter
[13] teacheruk
[13] mflchat
[13] mfltwitterati
[12] spanish
[12] linguist
[12] teacher
[12] mfl

Top Hashtags in Tweet in G10:
[20] educhat
[11] fadultoschat3

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[202] #educhat
[58] #edutwitter
[56] #education
[24] school
[22] year
[20] students
[18] #teachers
[18] need
[17] schools
[17] children

Top Words in Tweet in G2:
[520] #queer_educhat
[370] poetpedagogue
[186] queer
[173] students
[114] black
[110] white
[103] hypervisibility
[92] school
[81] color
[72] hi

Top Words in Tweet in G3:
[196] #educhat
[158] #k12
[151] #education
[112] #edchat
[100] ideas
[93] rdene915
[91] #remotelearning
[88] #edtech
[83] check
[81] siopmodel

Top Words in Tweet in G4:
[116] #educhat
[104] #edchat
[98] gt
[92] aftteach
[87] sharemylesson
[84] #distancelearning
[75] aftunion
[55] #covid19
[49] blog
[44] use

Top Words in Tweet in G5:
[68] #educhat
[48] #edutwitter
[21] year
[19] school
[16] anyone
[15] lead
[13] next
[12] mrmullenteach
[12] experiences
[12] ve

Top Words in Tweet in G6:
[64] #educhat
[29] looking
[29] forward
[29] #ukedustories
[21] andrew_cowley23
[20] rondelle10_b
[19] week
[18] #edutwitter
[18] live
[17] guests

Top Words in Tweet in G7:
[52] journalp4c
[41] #educhat
[40] #philosophy
[39] lauradol4
[36] #openaccess
[35] #teachertwitter
[32] #ethics
[31] #criticalthinking
[28] #p4c
[27] issue

Top Words in Tweet in G8:
[93] #educhat
[59] #edchat
[51] students
[22] #edutwitter
[17] check
[17] research
[17] use
[16] looking
[15] answers
[14] mfl_jones

Top Words in Tweet in G9:
[30] #educhat
[22] day
[22] #mflinjune
[21] primary
[19] school
[14] books
[13] #edutwitter
[13] #teacheruk
[13] #mflchat
[13] #mfltwitterati

Top Words in Tweet in G10:
[76] evaluación
[68] fadultos
[60] educhat
[53] 22h
[50] educación
[47] próximo
[45] jueves
[35] 11
[35] junio
[35] tendremos

Top Word Pairs
Top Word Pairs in Tweet in G2:
[22] students,color
[21] queer,students
[12] poetpedagogue,hi
[9] specific,strategies
[9] strategies,use
[9] hi,wednesday
[9] wednesday,pm
[9] pm,hosting
[9] hosting,month's
[9] month's,#queer_educhat

Top Word Pairs in Tweet in G3:
[61] #educhat,#k12
[59] #education,#edchat
[44] #education,#educhat
[33] #remotelearning,#remoteteaching
[33] distance,learning
[32] siop,meet
[32] #edchat,#educhat
[32] ideas,facilitate
[32] facilitate,distance
[32] check,book

Top Word Pairs in Tweet in G4:
[56] #edchat,#educhat
[50] aftunion,aftteach
[46] #educhat,#covid19
[40] #distancelearning,aftunion
[36] use,free
[34] #ascdl2l,#edchat
[32] #covid19,#quaranteaching
[27] #educhat,#edreform
[27] lesson,plan
[26] #quaranteaching,#distancelearning

Top Word Pairs in Tweet in G5:
[102] #edutwitter,#educhat
[68] next,year
[53] mrmullenteach,anyone
[44] anyone,pupil
[28] pupil,premium
[21] premium,lead
[21] lead,champion
[20] champion,school
[20] school,willing
[19] willing,share

Top Word Pairs in Tweet in G6:
[31] looking,forward
[13] #ukedustories,looking
[12] forward,joining
[11] joining,live
[11] #edutwitter,#educhat
[11] forward,awesome
[11] awesome,show
[11] show,week
[11] week,guests
[11] guests,andrew_cowley23

Top Word Pairs in Tweet in G7:
[29] #criticalthinking,#teachertwitter
[23] #teachertwitter,#aussieed
[12] #aussieed,#educhat
[12] #educhat,#ethics
[11] #openaccess,#criticalthinking
[11] #ethics,#p4c
[11] super,excited
[11] excited,relaunch
[11] relaunch,journalp4c
[11] journalp4c,issue

Top Word Pairs in Tweet in G8:
[29] #edchat,#educhat
[25] students,use
[25] #edutwitter,#educhat
[22] treasure,hunt
[13] hunt,around
[13] around,paris
[12] paris,ks3
[12] ks3,students
[12] use,internet
[12] internet,research

Top Word Pairs in Tweet in G9:
[59] #educhat,#mflchat
[16] #spanish,#linguist
[13] #teacher,#teacheruk
[12] #teacheruk,#educhat
[12] #mflchat,#mfl
[12] #mfl,#mfltwitterati
[12] primary,school
[12] #linguist,#español
[12] #español,#teacher
[12] senoritagris,day

Top Word Pairs in Tweet in G10:
[13] educhat,evaluación
[12] evaluación,educación
[12] próximo,jueves
[12] fadultos,próximo
[12] jueves,11
[12] 11,junio
[11] junio,22h
[10] 22h,tendremos
[10] tendremos,educhat
[10] educación,adultos

Top Replied-To
Top Replied-To in Entire Graph:
@poetpedagogue
@summerpennell
@kruu_justin
@sonderteach
@arsinoepi
@deputygrocott
@clcsimon
@lipperth114
@cbtennyson
@shadow_uzumaki

Top Replied-To in G2:
@poetpedagogue
@summerpennell
@kruu_justin
@arsinoepi
@sonderteach
@shadow_uzumaki
@cbtennyson
@lipperth114
@professor_bauer
@victoriathetech

Top Replied-To in G3:
@mckinsey
@roxiadkins

Top Replied-To in G4:
@storycorps
@drshelleyholt
@mckinseydigital
@matthewxjoseph
@melissa_lime
@mattwachel
@andreaspenny_

Top Replied-To in G5:
@clcsimon
@deputygrocott
@emmagaunt5
@smithsmm
@toriaclaire
@aaronearlyyears
@petch_matt
@tombrush1982
@mr_jtyers
@mrd_evolveyou

Top Replied-To in G6:
@mrbenparnell
@scottdunns
@alhassanmaths
@qballmaths
@danielpearcy
@edubalkan
@clcsimon
@deputygrocott

Top Replied-To in G9:
@tes

Top Replied-To in G10:
@jesusgferre
@fadultos

Top Mentioned
Top Mentioned in Entire Graph:
@poetpedagogue
@rdene915
@aftteach
@sharemylesson
@siopmodel
@aftunion
@fadultos
@kruu_justin
@journalp4c
@lauradol4

Top Mentioned in G1:
@mradampe
@dmddjourney
@heyitsmisst
@daskalosk
@smithteacherm
@elizabethtellis
@mrbclassteach1

Top Mentioned in G2:
@poetpedagogue
@kruu_justin
@codymillerela
@victoriathetech
@yehcathery
@heymrsbond
@arsinoepi
@alexsvenet
@river_spore
@sonderteach

Top Mentioned in G3:
@rdene915
@siopmodel
@buncee
@cuenv
@thriveinedu
@tanellclassroom
@jechev
@mrsmonty5thgrd
@musodiqoladapo
@college_experts

Top Mentioned in G4:
@aftteach
@sharemylesson
@aftunion
@walterindc
@adl
@newshourextra
@msamberchandler
@unhumanrights
@storycorps
@curriculumblog

Top Mentioned in G5:
@mrmullenteach
@mrswilson_hoy
@mmebutterfly123
@missgsurtees
@deputygrocott
@paulgarvey4
@muddy__knees
@boysdonttrypod
@whiterosemaths
@toriaclaire

Top Mentioned in G6:
@andrew_cowley23
@rondelle10_b
@ictevangelist
@actionjackson
@innovatemyschl
@okolaric
@edubalkan
@ffbteachers
@ron
@chessmcgeary

Top Mentioned in G7:
@journalp4c
@lauradol4
@unibirmingham
@news_ub
@coss_birmingham
@apetersoned
@jwtopliss
@eton_cirl
@philosophyteach
@matthewtbeard

Top Mentioned in G8:
@mfl_jones
@supermanduffy
@howtostem
@hensforhire
@learncanola
@samterry444
@irfanchhadat
@tweets_by_missr
@thinglink
@bitmoji

Top Mentioned in G9:
@senoritagris
@eileenrown3
@supportsupplyts
@mr_chmiel
@livunilanguages
@tes
@teachertapp
@learn_ni
@tpl_ni
@learnleadni

Top Mentioned in G10:
@fadultos
@monparaiso
@diegoredondo13
@turroselloanna
@epale_es
@ebsnhq
@eaea2020
@ftsaez

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@ottlegalrebels
@femtech_
@pennilessscribe
@irishtimes
@moniselseward
@joanisparkles
@the3jsmom
@blm03
@bbcnews

Top Tweeters in G1:
@iconohash
@joanneleejacobs
@mradampe
@anuraag_shukla
@drmillerray
@a
@shaunna9493
@zaidlearn
@daskalosk
@anthonystogni

Top Tweeters in G2:
@moniselseward
@the3jsmom
@bar_zie
@zaluibaorimi
@jennbinis
@schleiderjustin
@mrsjjee
@terriah01
@shaboom
@trickivisaj

Top Tweeters in G3:
@ottlegalrebels
@vievararosel
@iamdrwill
@foxbusiness
@nplace1
@macchica26
@college_experts
@mariasammutmasc
@rdene915
@jcorippo

Top Tweeters in G4:
@animatorspal
@lseefeldt3
@simulator8
@larryferlazzo
@pamelapffarrow
@rweingarten
@scalarhumanity
@thetattooedprof
@aftunion
@gior73

Top Tweeters in G5:
@tweetinggoddess
@raesnape
@burgessdave
@chrisdysonht
@paulgarvey4
@eytalking
@classcharts
@smithsmm
@mrsspalding
@charles27710945

Top Tweeters in G6:
@juliocpola
@ictevangelist
@rondelle10_b
@bpsofficial
@edchateu
@actionjackson
@cherrylkd
@clcsimon
@musicmind
@samschoolstuff

Top Tweeters in G7:
@marioricciard18
@trivium21c
@conversationuk
@teacherhead
@philosophytweet
@scottgr60613
@cosmoshiden
@bibliofilosofia
@unibirmingham
@zudensachen

Top Tweeters in G8:
@joedale
@kbblackadder
@nickelodeon
@seesaw
@mrsnickih
@so6165
@techie_wiz
@weareteachers
@stem_ai
@simplybritain

Top Tweeters in G9:
@steeliestllama
@educatormaguk
@_reading_rocks_
@tes
@schoolsweek
@netflixuk
@amymayforrester
@youthsporttrust
@kloogame
@ofstednews

Top Tweeters in G10:
@edutilia
@ftsaez
@juanrduarte
@mrfulardo
@jmab76
@joanpadros
@redinedgob
@monparaiso
@adrisamu
@diegoredondo13


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