educhat, Twitter, 6/11/2019 11:24:13 PM, 199765


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educhat_2019-06-11_06-55-01.xlsx
educhat_2019-06-11_06-55-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 11, 2019
Short Description:
educhat via NodeXL http://bit.ly/2X4tzpz
@rdene915
@nikfarmath
@tiascience
@teachheath
@friedenglish101
@scalarhumanity
@jc_james_clark
@secdlab
@tanellclassroom
@giftedtawk

Top hashtags:
#educhat
#edchat
#education
#edu
#queer_educhat
#edtech
#teach
#learn
#k12

Description:
Description
The graph represents a network of 2,323 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 Tuesday, 11 June 2019 at 13:55 UTC.

The requested start date was Monday, 10 June 2019 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 13-day, 23-hour, 46-minute period from Monday, 27 May 2019 at 00:13 UTC to Monday, 10 June 2019 at 00:00 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 : 2323
Unique Edges : 2628
Edges With Duplicates : 2490
Total Edges : 5118
Number of Edge Types : 3
Mentions : 3561
Tweet : 1408
Replies to : 149
Self-Loops : 1408
Reciprocated Vertex Pair Ratio : 0.0569259962049336
Reciprocated Edge Ratio : 0.107719928186715
Connected Components : 397
Single-Vertex Connected Components : 187
Maximum Vertices in a Connected Component : 1201
Maximum Edges in a Connected Component : 3308
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.465713
Graph Density : 0.000516313849113257
Modularity : 0.520572
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[57] https://www.rdene915.com/
[33] https://medium.com/me/stories/public
[28] https://simulasidigital-muchamadekisa.blogspot.com
[18] https://www.inc.com/minda-zetlin/best-public-state-colleges-entrepreneurs-startups-founders-entrepreneurship.html
[17] https://www.insidehighered.com/advice/2019/05/22/nonelite-colleges-can-give-students-excellent-education-and-phd-grads-chance-grow
[17] https://www.ampeduca.com/
[16] https://www.insidehighered.com/news/2019/05/21/colleges-see-rise-popularity-emotional-support-animals
[16] https://schoolreportwriter.com/
[15] https://gosynth.com/p/s/qjofvk
[14] http://blog.kidsemail.org/2017/01/what-is-the-right-age-for-email/

Top URLs in Tweet in G1:
[4] https://www.youtube.com/watch?v=XHwcbRjWEds

[4] https://www.youtube.com/watch?v=RWo1Gx53l3M

[3] https://qualityinstruction.org/blogs/thoughts/stacking-the-deck-for-learning
[2] https://www.cultofpedagogy.com/one-pagers/
[2] https://medium.com/me/stories/public
[2] https://valuer.ai/blog/10-high-school-entrepreneurs-to-watch-in-2019/?utm_source=twitter&utm_medium=Social&utm_campaign=SocialWarfare
[2] http://www.22s.com/023037
[2] https://www.youtube.com/watch?v=KWnvP97FdX0

[2] https://www.memphis.edu/idt/idt_courses/index.php
[2] https://www.memphis.edu/idt/idt_courses/cert_checklist.php

Top URLs in Tweet in G2:
[8] https://haikudeck.com/queereduchat-uncategorized-presentation-cdabadd138
[4] https://twitter.com/FriedEnglish101/status/1133880186041094144
[4] https://twitter.com/FriedEnglish101/status/1133888701409386497
[4] https://www.eventbrite.com/e/edcamp-equity-inclusivity-2019-tickets-58658101962
[3] https://twitter.com/FriedEnglish101/status/1133881708325924865
[2] https://twitter.com/JoseMedinaJr89/status/1133883792173740032
[2] https://triciafriedman.coetail.com/towards-a-more-inclusive-classroom/
[2] https://twitter.com/2014ORTOY/status/1135358111223443458
[2] https://twitter.com/EALStories/status/1133888995157454848
[2] https://www.hopeinabox.org/

Top URLs in Tweet in G3:
[2] https://www.edutopia.org/article/unraveling-myths-around-reading-and-dyslexia
[2] https://www.stgeorgeutah.com/news/archive/2019/05/16/prc-are-your-kids-stressed-heres-how-school-psychologists-can-help-your-student-and-you-work-through-it/#.XO1feYhKjIV/
[2] https://mailchi.mp/researchpress/at-risk-youth-can-benefit-when-using-a-strengths-based-approach-798033
[1] http://www.ascd.org/publications/educational_leadership/sept16/vol74/num01/The_Trauma-Sensitive_Teacher.aspx
[1] https://www.edutopia.org/article/power-being-seen
[1] https://www.edweek.org/ew/articles/2019/05/28/the-hard-part-about-reading-instruction.html?cmp=eml-enl-tu-news1&M=58845387&U=2913715&UUID=2893f639ac2491a8cb1f8d0963f97018
[1] https://www.edutopia.org/article/getting-creative-about-critical-writing
[1] https://www.edutopia.org/article/ensuring-teachers-dont-run-out-gas
[1] https://www.edweek.org/ew/articles/2019/05/24/how-teachers-are-spirit-murdering-black-and.html
[1] https://static1.squarespace.com/static/5b5882f8b98a78554648ca48/t/5ceec065971a182e88e19af3/1559150693692/EQ+the+secret+to+securing+success+in+school+and+career+Scarsdale+Inquirer.pdf

Top URLs in Tweet in G4:
[38] https://www.rdene915.com/
[18] https://medium.com/me/stories/public
[15] https://gosynth.com/p/s/qjofvk
[10] https://www.stitcher.com/s/?eid=60731712
[9] https://www.gettingsmart.com/2019/04/the-future-of-work-how-do-we-prepare-our-students/
[8] https://gosynth.com/podcasts/648
[6] https://drive.google.com/file/d/1vLeL_ErcxFhgiP7IM4vG-LatggFVxRC_/view
[5] http://ww2.kqed.org/mindshift/
[5] https://www.amazon.com/gp/aw/d/1970133074/ref=tmm_pap_title_0?ie=UTF8&qid=&sr=
[4] https://rdene915.com/2019/04/29/practical-ways-to-promote-sel/

Top URLs in Tweet in G5:
[1] https://www.edutopia.org/article/encouraging-students-develop-resilience
[1] https://forms.gle/RqYHCyTEsKGyDmWU6
[1] https://twitter.com/jon_wennstrom/status/1133032804688814081
[1] https://twitter.com/DrReeceMills/status/1134045537471205376
[1] https://twitter.com/ictedumag/status/1135442753884569600
[1] https://twitter.com/Mrs_Gilchrist/status/1133283216163368961

Top URLs in Tweet in G6:
[19] https://www.rdene915.com/
[13] https://medium.com/me/stories/public
[5] https://mailchi.mp/belouga/the-inside-scoop-on-global-classroom-collaboration-696735
[4] https://www.languagemagazine.com/2019/06/02/states-classify-long-term-english-learners-differently/
[4] https://inspiringenglishlanguagelearners.weebly.com/blog/ellchat_bkclub-on-siop
[3] https://www.pearsonschool.com/index.cfm?locator=PS3z2w
[3] https://www.k12prospects.com/blog/?utm_source=twitter&utm_medium=posting-image&utm_campaign=term-of-the-day&utm_content=textlink
[2] https://twitter.com/2014ORTOY/status/1135358111223443458
[2] https://twitter.com/PearsonPreK12/status/1132275140014821376
[2] https://www.pearsonschool.com/index.cfm?locator=PS3z3z

Top URLs in Tweet in G7:
[5] https://news.pittstate.edu/2019/04/psu-to-begin-global-dyslexia-initiative.html#.XPLrLzApCEf
[4] https://www.nichd.nih.gov/health/topics/learning/conditioninfo/signs
[3] https://twitter.com/gaablab/status/1135950741045153793
[2] https://www.chalkbeat.org/posts/co/2019/03/14/we-asked-you-answered-teachers-weigh-in-on-how-they-learned-to-teach-reading/
[2] https://twitter.com/gaablab/status/1135965468135776261
[1] https://www-wric-com.cdn.ampproject.org/v/s/www.wric.com/amp/news/8-investigates/even-with-new-dyslexia-law-many-schools-still-missing-the-mark_20180326071830735/1078159860?usqp=mq331AQA&_js_v=0.1#referrer=https%3A%2F%2Fwww.google.com&_tf=From%20%251%24s&share=https%3A%2F%2Fwww.wric.com%2Fnews%2F8-investigates%2Feven-with-new-dyslexia-law-many-schools-still-missing-the-mark_20180326071830735%2F1078159860
[1] https://onlinelibrary.wiley.com/doi/full/10.1111/ap.12409
[1] https://twitter.com/gaablab/status/1135945828244381696
[1] https://twitter.com/tiffanyphogan/status/1135982692200275969
[1] https://twitter.com/tiffanyphogan/status/1135975368026939392

Top URLs in Tweet in G8:
[16] https://schoolreportwriter.com/
[3] https://chrome.GOOGLE.COM/webstore/detail/school-report-writer-com/ekhocfhmnkdcieijdogcpolgldfmocgn/reviews
[3] https://www.TES.COM/teaching-resource/report-comments-report-writer-free-web-app-6339797
[2] https://www.facebook.com/groups/twinklks1group/
[2] http://www.derventioeducation.com/insights/five-tips-to-improve-collaboration-in-your-school/
[1] https://open.spotify.com/user/bk56z33iuux3l6js4qrcmr6h1/playlist/2BzfQsF7OgexnhuuGTmXEA?si=LuyoQqUXQD6LYD3kuDS6zA
[1] https://www.twinkl.co.uk/l/v8uqe
[1] https://www.teachertoolkit.co.uk/2019/05/27/teacher-burnout/?utm_content=buffer7c0aa&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://blog.opogo.com/what-is-pedagogy-and-why-should-anyone-care?hs_preview=arTXlbZy-7673930590&utm_content=93132870&utm_medium=social&utm_source=twitter&hss_channel=tw-988385516923088896
[1] https://www.theguardian.com/global/2019/may/26/brushes-with-the-law-how-teaching-art-to-women-in-prison-changed-their-outlook-jailbirds-book?utm_content=92581893&utm_medium=social&utm_source=twitter&hss_channel=tw-988385516923088896

Top URLs in Tweet in G9:
[10] https://www.aft.org/education/aft-teach
[7] https://sharemylesson.com/teaching-resource/d-day-191300
[7] https://sharemylesson.com/
[5] https://sharemylesson.com/collections/gun-violence-united-states
[3] https://www.eventbrite.com/e/earthrise-film-screening-tickets-60221289498?aff=ebdssbdestsearch&utm-medium=discovery&utm-campaign=social&utm-content=attendeeshare&utm-source=cp&utm-term=destsearch
[3] https://sharemylesson.com/blog/learning-better-support-immigrant-students
[3] https://www.aft.org/TEACH
[2] https://sharemylesson.com/collections/helping-children-cope-traumatic-events#mass-shootings
[2] https://sharemylesson.com/teaching-resource/pride-story-harvey-milk-rainbow-flag
[2] https://sharemylesson.com/collections/holocaust-remembrance

Top URLs in Tweet in G10:
[1] https://abc7ny.com/education/students-protest-at-laguardia-hs-claiming-reduced-focus-on-the-arts/5325150/

Top Domains
Top Domains in Tweet in Entire Graph:
[247] com.au
[199] twitter.com
[94] youtube.com
[64] rdene915.com
[44] medium.com
[44] insidehighered.com
[42] blogspot.com
[42] google.com
[37] co.uk
[35] sharemylesson.com

Top Domains in Tweet in G1:
[21] twitter.com
[18] youtube.com
[11] iconohash.com
[9] co.uk
[7] iachievelearning.com
[4] com.au
[4] memphis.edu
[4] instagram.com
[4] seriousteachers.com
[3] edutopia.org

Top Domains in Tweet in G2:
[47] twitter.com
[9] haikudeck.com
[4] eventbrite.com
[2] tinyletter.com
[2] coetail.com
[2] google.com
[2] hopeinabox.org
[2] heinemann.com
[1] slate.com
[1] flipboard.com

Top Domains in Tweet in G3:
[8] edutopia.org
[3] edweek.org
[2] stgeorgeutah.com
[2] mailchi.mp
[1] ascd.org
[1] squarespace.com

Top Domains in Tweet in G4:
[45] rdene915.com
[25] gosynth.com
[24] medium.com
[22] gettingsmart.com
[12] twitter.com
[12] stitcher.com
[11] youtube.com
[8] google.com
[7] teachthought.com
[6] eschoolnews.com

Top Domains in Tweet in G5:
[4] twitter.com
[1] edutopia.org
[1] forms.gle

Top Domains in Tweet in G6:
[26] twitter.com
[19] rdene915.com
[14] k12prospects.com
[14] medium.com
[9] pearsonschool.com
[5] mailchi.mp
[4] languagemagazine.com
[4] weebly.com
[2] google.com
[2] gosynth.com

Top Domains in Tweet in G7:
[11] twitter.com
[5] pittstate.edu
[4] nih.gov
[2] chalkbeat.org
[2] cu-portland.edu
[1] ampproject.org
[1] wiley.com
[1] summitdaily.com
[1] sciencedaily.com
[1] sterncenter.org

Top Domains in Tweet in G8:
[16] schoolreportwriter.com
[14] opogo.com
[8] co.uk
[8] derventioeducation.com
[7] tes.com
[4] theguardian.com
[4] wordpress.com
[3] youtube.com
[3] google.com
[2] facebook.com

Top Domains in Tweet in G9:
[35] sharemylesson.com
[15] aft.org
[3] eventbrite.com
[2] edutopia.org
[1] twitter.com
[1] weareteachers.com

Top Domains in Tweet in G10:
[1] abc7ny.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1949] educhat
[847] edchat
[472] education
[365] edu
[350] queer_educhat
[278] edtech
[274] teach
[271] learn
[181] k12
[170] edutwitter



Top Hashtags in Tweet in G1:
[263] educhat
[77] education
[51] edchat
[42] edu
[28] teachers
[26] edutwitter
[22] edleaders
[20] edtech
[20] teaching
[19] learning

Top Hashtags in Tweet in G2:
[292] queer_educhat
[18] lgbtqed
[13] pridemonth2019
[10] wwprsd
[6] lgbtq
[5] pridemonth
[5] ellchat
[5] lgbtqi
[5] trans
[5] emotional

Top Hashtags in Tweet in G3:
[72] sel
[17] educhat
[7] edchat
[6] edu
[5] education
[3] socialemotionallearning
[3] stu
[2] dyslexia
[2] mentalhealth
[2] wellbeing

Top Hashtags in Tweet in G4:
[233] educhat
[172] education
[124] future4edu
[121] edtech
[117] k12
[87] edchat
[83] thriveinedu
[82] quotes4edu
[52] edleaders
[47] ntchat

Top Hashtags in Tweet in G5:
[34] educhat
[19] pln
[13] education
[12] altedchat
[7] alted
[6] edchat
[5] ict
[4] sel
[3] teachlikeapirate
[3] edutwitter

Top Hashtags in Tweet in G6:
[85] educhat
[63] ellchat_bkclub
[57] ellchat
[41] queer_educhat
[40] k12
[32] ell
[31] esl
[30] ela
[23] edtech
[21] tesol

Top Hashtags in Tweet in G7:
[46] educhat
[40] edchat
[35] education
[30] mapoli
[26] dyslexia
[19] saydyslexia
[19] maedu
[14] maleg
[10] literacy
[9] satchat

Top Hashtags in Tweet in G8:
[94] educhat
[40] edutwitter
[29] ukedchat
[25] teacherlife
[25] onted
[25] cdnedchat
[25] physed
[25] pechat
[25] pegeeks
[25] ibmyp

Top Hashtags in Tweet in G9:
[50] educhat
[48] edchat
[29] firstyearteacher
[25] teach19
[14] gunviolence
[10] schoolsafety
[9] pridemonth
[9] backtoschool
[8] trauma
[7] profdev

Top Hashtags in Tweet in G10:
[26] educhat
[25] edchat
[8] satchat
[6] inclassnotcuffs
[4] adasa
[2] sunchat
[2] sel
[2] ibinnycdoe
[2] advanceequitynow
[1] doeinthebronx

Top Words
Top Words in Tweet in Entire Graph:
[3015] Words in Sentiment List#1: Positive
[868] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[81053] Non-categorized Words
[84936] Total Words
[1944] #educhat
[847] #edchat
[472] #education
[378] students
[368] #edu

Top Words in Tweet in G1:
[263] #educhat
[77] #education
[51] #edchat
[44] school
[42] #edu
[37] more
[32] learning
[32] students
[28] #teachers
[26] education

Top Words in Tweet in G2:
[292] #queer_educhat
[114] friedenglish101
[85] one
[69] hope
[61] mrsjjee
[61] amazing
[56] ss
[54] told
[54] box
[53] former

Top Words in Tweet in G3:
[120] leader
[112] secdlab
[72] #sel
[61] skills
[60] determine
[60] competent
[60] good
[60] essential
[60] part
[60] leadership

Top Words in Tweet in G4:
[230] #educhat
[172] #education
[124] #future4edu
[121] #edtech
[117] #k12
[96] rdene915
[87] #edchat
[83] #thriveinedu
[82] #quotes4edu
[65] education

Top Words in Tweet in G5:
[34] #educhat
[24] join
[16] drcaligrit
[14] #pln
[13] #education
[12] #altedchat
[12] sunday
[12] june
[12] 6
[12] pm

Top Words in Tweet in G6:
[164] siop
[99] siopmodel
[85] #educhat
[63] #ellchat_bkclub
[57] #ellchat
[54] ðÿ
[49] dr
[47] vogt
[44] rdene915
[42] author

Top Words in Tweet in G7:
[46] #educhat
[40] #edchat
[35] #education
[34] 1in5awareness
[30] #mapoli
[26] #dyslexia
[19] #saydyslexia
[19] #maedu
[15] 2
[14] #maleg

Top Words in Tweet in G8:
[95] #educhat
[40] #edutwitter
[30] out
[29] #ukedchat
[27] school
[25] help
[25] #teacherlife
[25] #onted
[25] #cdnedchat
[25] #physed

Top Words in Tweet in G9:
[95] aftteach
[66] sharemylesson
[63] aftunion
[50] #educhat
[48] #edchat
[36] session
[30] students
[29] june
[29] #firstyearteacher
[25] #teach19

Top Words in Tweet in G10:
[26] #educhat
[25] #edchat
[9] nycschoois
[9] doecorruption
[8] #satchat
[7] admins
[7] doechancellor
[6] students
[6] #inclassnotcuffs
[5] data

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[273] #edchat,#educhat
[262] #teach,#educhat
[261] #learn,#edu
[261] #edu,#teach
[253] #edchat,#learn
[195] #education,#educhat
[103] check,out
[102] #educhat,#edtech
[76] #educhat,#edchat
[73] #college,#collegetalk

Top Word Pairs in Tweet in G1:
[23] #education,#educhat
[16] #edutwitter,#educhat
[12] #edchat,#educhat
[11] #learn,#edu
[11] #edu,#teach
[11] #teach,#educhat
[11] learn,more
[11] daily,conversation
[11] conversation,report
[11] report,ready

Top Word Pairs in Tweet in G2:
[54] hope,box
[53] one,former
[53] former,ss
[53] ss,jon_gilroy
[53] jon_gilroy,told
[53] told,amazing
[53] amazing,organization
[53] organization,hope
[53] box,sends
[53] sends,lbgt

Top Word Pairs in Tweet in G3:
[60] determine,competent
[60] competent,leader
[60] leader,good
[60] good,leader
[60] leader,#sel
[60] #sel,skills
[60] skills,essential
[60] essential,part
[60] part,leadership
[59] secdlab,determine

Top Word Pairs in Tweet in G4:
[82] #education,#educhat
[56] #educhat,#edtech
[41] #edtech,#education
[38] #future4edu,#quotes4edu
[38] learning,go
[38] go,thoughts
[38] thoughts,things
[38] things,education
[38] education,tech
[38] tech,pd

Top Word Pairs in Tweet in G5:
[12] join,#altedchat
[12] sunday,june
[12] 6,pm
[12] pm,pt
[12] pt,9
[12] topic,self
[12] moderated,drcaligrit
[12] drcaligrit,join
[9] jillian_damon,join
[9] june,2ndðÿ

Top Word Pairs in Tweet in G6:
[41] siop,author
[41] author,dr
[39] dr,maryellen
[39] maryellen,vogt
[31] vogt,siop
[26] #educhat,#k12
[21] #ellchat,#esl
[21] 2019,siop
[21] siop,conference
[20] #ell,#educhat

Top Word Pairs in Tweet in G7:
[29] #educhat,#edchat
[14] #education,#educhat
[13] #mapoli,#maleg
[12] #edchat,#mapoli
[11] #education,#mapoli
[10] need,screen
[10] screen,intervene
[10] intervene,asap
[10] asap,#saydyslexia
[10] #saydyslexia,#educhat

Top Word Pairs in Tweet in G8:
[25] #onted,#cdnedchat
[25] #cdnedchat,#physed
[25] #physed,#pechat
[25] #pechat,#pegeeks
[25] #pegeeks,#ibmyp
[25] #ibmyp,#ibpyp
[25] #ibpyp,#ibdp
[25] #ibdp,#scichat
[25] #scichat,#aussieed
[25] #aussieed,#ukedchat

Top Word Pairs in Tweet in G9:
[41] #edchat,#educhat
[25] aftunion,aftteach
[24] #educhat,#firstyearteacher
[24] aftteach,#teach19
[21] #firstyearteacher,aftunion
[17] home,page
[16] virginia,beach
[10] aftteach,aftteach
[10] need,keep
[10] keep,talking

Top Word Pairs in Tweet in G10:
[21] #edchat,#educhat
[5] #inclassnotcuffs,#edchat
[5] #educhat,#satchat
[4] #educhat,#edchat
[4] nycschoois,#inclassnotcuffs
[4] nysednews,followcsa
[3] tomdinapoli,doechancellor
[3] doechancellor,nysednews
[2] solidarity,behavior
[2] behavior,administration

Top Replied-To
Top Replied-To in Entire Graph:
@friedenglish101
@doecorruption
@kruu_justin
@leticiatrower
@mrsjjee
@vanessamcconvi4
@deputygrocott
@csattinbajaj
@cmrubinworld
@reahnarobinson

Top Replied-To in G2:
@friedenglish101
@kruu_justin
@mrsjjee
@vanessamcconvi4
@elisshug
@reahnarobinson
@josemedinajr89
@mskhogg
@leticiatrower
@jdolci

Top Replied-To in G3:
@edutopia

Top Replied-To in G4:
@edugladiators
@katiewestwick
@headfornothing1
@dorastar1
@effortfuleduktr

Top Replied-To in G5:
@evo_hannan
@mrs_gilchrist
@gregsederberg
@melissajoalbre1
@fablefy
@howardstribbell
@bkd204sci
@showteachers
@kbahri5
@pdlouisep

Top Replied-To in G6:
@friedenglish101
@leticiatrower
@virtuelconf
@books4littles
@2014ortoy
@elleducator
@kronzi_co
@koutasklepios

Top Replied-To in G7:
@nancyebailey1
@projo
@edsurge

Top Replied-To in G8:
@deputygrocott
@mrshawthorne7

Top Replied-To in G10:
@doecorruption
@urbanedview
@pns_news
@cochranefiamma

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@secdlab
@friedenglish101
@siopmodel
@aftteach
@aftunion
@sharemylesson
@mrsjjee
@kruu_justin
@the_pe_project

Top Mentioned in G1:
@compareedu
@artisfdn
@myhistoryrocks
@the6social
@teachermrmic
@hellohairpin
@procm2
@teachelitere
@talkreadsing

Top Mentioned in G2:
@friedenglish101
@mrsjjee
@jon_gilroy
@kruu_justin
@josemedinajr89
@jdolci
@elisshug
@leticiatrower
@kurtwittig
@mskhogg

Top Mentioned in G3:
@secdlab
@edutopia
@move_thisworld
@educationweek
@washk12
@scarsinquirer
@ascd
@tmscounselor
@researchpress

Top Mentioned in G4:
@rdene915
@gosynth
@nearpod
@getting_smart
@learnrollcenter
@iamdrwill
@tesolworld
@edumatchbooks
@k12prospects
@learnwithsocra1

Top Mentioned in G5:
@drcaligrit
@jillian_damon
@biscottinicole
@maire_from_nj
@burgessdave
@mraspinall
@fablefy
@frederika_r
@hkswong
@worldprofessor

Top Mentioned in G6:
@siopmodel
@rdene915
@tanellclassroom
@kruu_justin
@ishthehaguenl
@ish_eal
@mevogt1
@k12prospects
@friedenglish101
@jechev

Top Mentioned in G7:
@1in5awareness
@hgse
@dyslexia2019
@brent_sopel
@aftmass
@badassteachersa
@aftunion
@btu66
@mit_ili
@thefcrr

Top Mentioned in G8:
@mrshawthorne7
@teachertoolkit
@schoolip
@twinklresources
@opogoeducation
@besatweet
@desperatenqt
@laughology
@woojwh

Top Mentioned in G9:
@aftteach
@sharemylesson
@aftunion
@firstbook
@colorincolorado
@goproject
@whittle_jeff
@ctufoundation
@ctulocal1
@cincyteachers

Top Mentioned in G10:
@nycschoois
@doechancellor
@tomdinapoli
@nysednews
@followcsa
@susanbedelman
@doecorruption
@adasa_nyc
@pearsonassessus
@nctq

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@todayatsch00l
@edgametec
@calcaware
@bostonglobe
@nytimes
@independent_ie
@infopronetwork
@wsj
@drumeshprabhu

Top Tweeters in G1:
@infopronetwork
@procm2
@satisphactionio
@altrinchamhq
@iconohash
@so_you_know
@malynmawby
@nuttysupplier
@coachgoodman
@e4emagazine

Top Tweeters in G2:
@todayatsch00l
@theweirdteacher
@ncte
@mrsjjee
@drmaryhoward
@intrepidteacher
@fleetfootfox
@chris6375
@seburnt
@deannamascle

Top Tweeters in G3:
@educationweek
@asriprahesti
@edutopia
@kjarrett
@tutor360africa
@rully2020phd
@juabwasp1
@steve_basnight
@geofex
@akoster1

Top Tweeters in G4:
@edgametec
@iamdrwill
@pardoe_ai
@tamraraven
@teachercast
@rdene915
@scalarhumanity
@buncee
@e_sheninger
@mbfxc

Top Tweeters in G5:
@drumeshprabhu
@narelleford
@shiftparadigm
@burgessdave
@erobbprincipal
@gdorn1
@taramartinedu
@bethhill2829
@mraspinall
@worldprofessor

Top Tweeters in G6:
@speakinglatino
@mahaskagirl
@nicholasferroni
@elemenous
@edchateu
@jenwilliamsedu
@emilyfranesl
@mssalvac
@mittaubin
@andreahonigsfel

Top Tweeters in G7:
@bostonglobe
@newshour
@badassteachersa
@projo
@pbs
@scholastic
@edsurge
@usnewseducation
@dutchgirlusa
@1in5awareness

Top Tweeters in G8:
@nembotavy_0101
@iamtheeminx
@teachertoolkit
@womened
@stevewheeler
@paulgarvey4
@theipodteacher
@jordyjax
@iamcarrieagain
@twinklresources

Top Tweeters in G9:
@hoperehak
@lagrande97
@rweingarten
@aftunion
@jackiesbuzz
@aftct
@ctulocal1
@goproject
@firstbook
@escribescribe

Top Tweeters in G10:
@nytimes
@abc
@nypost
@cbsnews
@nbcnews
@newsweek
@msnbc
@nymag
@ny1
@democracynow