edchat, Twitter, 12/31/2018 4:04:18 PM, 180179


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edchat_2018-12-31_07-54-10.xlsx
edchat_2018-12-31_07-54-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2018
Short Description:
edchat via NodeXL http://bit.ly/2TlZ2yd
@mindshiftkqed
@alex_corbitt
@lynch39083
@jc_james_clark
@cultofpedagogy
@rigor_relevance
@nowakro
@johnmordon
@scalarhumanity
@davidgeurin

Top hashtags:
#edchat
#edtech
#education
#elearning
#teachers
#k12
#ukedchat
#teaching

Description:
Description
The graph represents a network of 1,656 Twitter users whose tweets in the requested range contained "edchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 31 December 2018 at 15:54 UTC.

The requested start date was Monday, 31 December 2018 at 01:01 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, 0-hour, 30-minute period from Monday, 17 December 2018 at 11:51 UTC to Sunday, 30 December 2018 at 12:22 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 : 1656
Unique Edges : 1788
Edges With Duplicates : 846
Total Edges : 2634
Number of Edge Types : 3
Mentions : 1843
Tweet : 775
Replies to : 16
Self-Loops : 775
Reciprocated Vertex Pair Ratio : 0.0150784077201448
Reciprocated Edge Ratio : 0.029708853238265
Connected Components : 310
Single-Vertex Connected Components : 107
Maximum Vertices in a Connected Component : 677
Maximum Edges in a Connected Component : 1383
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.965429
Graph Density : 0.000614081176934192
Modularity : 0.666747
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[25] http://e-learning-teleformacion.blogspot.com/2018/12/multimedia-and-interaction-strategies.html
[16] https://www.cnbc.com/2018/12/20/how-to-use-microsoft-font-maker-windows-app.html
[16] https://www.tes.com/teaching-resource/the-ultimate-p4c-resource-pack-philosophy-for-children-11586087
[15] http://paper.li/AriesCobb/1397995931
[13] https://www.tes.com/teaching-resource/complete-pack-revision-sessions-x20-aqa-psychology-as-a2-ks5-revise-11882606
[13] http://www.donorschoose.org/mrsmaiolo
[11] http://therobbreviewblog.com/
[7] https://www.cloudlessons.net/
[7] https://www.crowdfrica.org/givingtuesday
[7] https://www.thetechedvocate.org/differentiating-instruction-for-digital-learners/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G1:
[7] https://www.cloudlessons.net/
[4] http://www.teenagewhisperer.co.uk/flying-words-listening-to-hear/
[3] http://movethisworld.com/blog/2018/12/19/parent-resource-13-activities-to-prioritize-social-and-emotional-well-being-at-home
[2] https://educationcloset.com/2017/12/01/documenting-learning-hallway-displays/?utm_sq=ftntewuby9
[2] https://studyinternational.com/news/fine-students-house-parties/
[2] http://events.edtechreview.in/edtech-summit/2019/#registration
[2] https://www.k12prospects.com/
[2] https://docs.google.com/forms/d/e/1FAIpQLScNqOfE4pIwcbBhX4n-IRcqIKCgmmsYiHE5wFf-FGx2ruGNjw/viewform
[1] https://twitter.com/IainThomp/status/1074221428516495360
[1] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=332894941890&user_name=noboxtospeakof&spid=6115&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F332894941890&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C

Top URLs in Tweet in G2:
[3] https://catlintucker.com/2016/07/englishtechtools/
[2] https://catlintucker.com/2018/06/googleslideagenda/
[2] https://catlintucker.com/2016/02/inspiration-stations-2/
[2] https://catlintucker.com/2015/10/how-challenging-is-that-online-text/
[2] https://catlintucker.com/2017/07/shortcuts-in-google-docs/
[2] https://catlintucker.com/2015/09/3-websites-where-you-can-find-complex-informational-texts/
[2] https://catlintucker.com/2016/10/unlearning-what-i-was-taught/
[2] https://catlintucker.com/2016/08/50-minute-periods-are-killing-teacher-creativity/
[2] https://catlintucker.com/2016/02/differentiate-reading-with-rewordify/
[2] https://www.grammarflip.com/?utm_content=buffer08808&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[3] https://elearn.lifelearners.ng/practice-test/
[3] https://www.thetechedvocate.org/differentiating-instruction-for-digital-learners/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://www.tes.com/teaching-resou
[3] http://simulasidigital-muchamadekisa.blogspot.com/2017/02/materi-bahasan-simulasi-digital.html
[3] http://simulasidigital-muchamadekisa.blogspot.com/2017/02/pengolah-kata.html
[3] https://www.youtube.com/watch?v=YDLaQ0_2q_Q&feature=youtu.be

[3] http://simulasidigital-muchamadekisa.blogspot.com
[3] https://www.amazon.com/How-Sketchnote-Step-Step-Teachers/dp/194516753X/ref=sr_1_1?ie=UTF8&qid=1538582386&sr=8-1&keywords=how+to+sketchnote+sylvia+duckworth
[3] https://www.theedadvocate.org/vision-future-higher-education/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://elearn.lifelearners.ng/encouraging-students-to-use-school-library-for-better-performance/

Top URLs in Tweet in G4:
[25] http://e-learning-teleformacion.blogspot.com/2018/12/multimedia-and-interaction-strategies.html
[6] http://e-learning-teleformacion.blogspot.com/2018/09/v-17-n-1-2018-revista-brasileira-de.html
[6] http://e-learning-teleformacion.blogspot.com/2017/10/big-data-e-inteligencia-artificial-para.html
[5] http://e-learning-teleformacion.blogspot.com/2018/09/simulations-in-e-learning-decoded-what.html
[4] http://e-learning-teleformacion.blogspot.com/2018/12/microlearning-infographic-2019.html
[4] http://e-learning-teleformacion.blogspot.com/2018/09/3d-printing-and-its-potential-to-change.html
[4] http://e-learning-teleformacion.blogspot.com/2018/03/resumen-informe-horizon-edicion-2017.html
[4] http://e-learning-teleformacion.blogspot.com/2018/12/how-to-save-world-with-elearning.html
[4] http://e-learning-teleformacion.blogspot.com/2018/12/dario-gil-fronteras-de-la-tecnologia.html
[3] http://e-learning-teleformacion.blogspot.com/2018/12/e-learning-30-slideshare-stephen-downes.html

Top URLs in Tweet in G5:
[1] https://www.tes.com/news/ofsted-inspections-wont-examine-internal-school-data
[1] https://www.independent.co.uk/news/education/education-news/academy-chains-schools-sutton-trust-poorer-pupils-social-mobility-government-a8691261.html
[1] https://schoolsweek.co.uk/areas-with-greatest-send-support-demand-will-lose-out-on-high-needs-cash-injection/
[1] https://metro.co.uk/2018/08/25/more-than-120000-schoolchildren-homeless-during-summer-holidays-7879565/?ito=article.desktop.share.top.twitter

Top URLs in Tweet in G6:
[3] https://www.cultofpedagogy.com/good-thinking-erik-palmer/
[3] http://corkboardconnections.blogspot.com/2015/02/why-no-one-reads-your-newsletter.html
[3] http://www.cultofpedagogy.com/course-syllabus-how-to/
[3] http://www.teachthought.com/pedagogy/28-student-centered-instructional-strategies/
[2] http://cultofpedagogy.com/voluntary-piloting/
[2] http://www.cultofpedagogy.com/chat-stations/
[2] http://www.cultofpedagogy.com/constructivism/
[2] http://www.cultofpedagogy.com/dork/
[2] https://www.teachthought.com/pedagogy/28-student-centered-instructional-strategies/
[2] https://www.theedublogger.com/the-educators-guide-to-infographics/

Top URLs in Tweet in G7:
[7] https://www.crowdfrica.org/givingtuesday

Top URLs in Tweet in G8:
[5] http://geiendorsed.com/blog/
[4] http://gettingsmart.com/categories/learning/
[4] https://www.thetechedvocate.org/differentiating-instruction-for-digital-learners/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[4] http://geiendorsed.com/blog/curriculum/write-more-write-better-write-more-better/
[3] http://www.teachthought.com/
[2] https://twitter.com/MindShiftKQED/status/1076440984244965376MindShiftKQED
[2] https://www.gettingsmart.com/2018/12/helping-every-learner-identify-as-a-math-person/
[2] https://www.eschoolnews.com/?p=192314
[2] https://twitter.com/IBE_UNESCO/status/1073501751335116800
[2] http://geiendorsed.com/blog/technology/engaging-podcasts-for-tuning-students-into-learning-student-created-edition/

Top URLs in Tweet in G9:
[16] https://www.tes.com/teaching-resource/the-ultimate-p4c-resource-pack-philosophy-for-children-11586087
[15] http://paper.li/AriesCobb/1397995931
[13] https://www.tes.com/teaching-resource/complete-pack-revision-sessions-x20-aqa-psychology-as-a2-ks5-revise-11882606
[2] https://www.edsurge.com/news/2018-12-24-it-s-easy-to-fake-it-on-the-internet-so-let-s-focus-on-authenticity-in-2019
[2] https://shakeuplearning.com/blog/flatten-the-walls-of-your-classroom-with-the-new-google-earth/
[2] https://ukedchat.com/2017/04/02/makebadges
[2] https://ukedchat.com/2015/01/05/math-by-design
[2] http://www.hotlunchtray.com/i-made-you-a-workbook/
[2] https://www.newscientist.com/article/mg24032080-300-jellyfish-offer-a-sticky-solution-to-the-problem-of-plastic-pollution/?utm_campaign=RSS|NSNS&utm_source=NSNS&utm_medium=RSS&utm_content={{term}}&campaign_id=RSS|NSNS-{{term}}
[2] http://inservice.ascd.org/15-resources-for-teaching-media-literacy/

Top URLs in Tweet in G10:
[11] http://therobbreviewblog.com/
[3] http://www.kathleenamorris.com/2018/07/25/internet-safety-teachers/
[3] https://theteacherandtheadmin.com/2018/12/16/compassion-is-our-standard/
[2] http://www.middleweb.com/39379/a-guide-to-actually-doing-project-based-learning/
[2] https://www.ictineducation.org/home-page/what-ed-tech-consultants-need-to-know-and-other-articles
[1] http://www.steve-wheeler.co.uk/2018/12/best-wishes.html
[1] https://www.inc.com/john-eades/7-signs-you-are-on-your-way-to-becoming-a-great-leader-in-2019.html
[1] https://catlintucker.com/2018/12/i-connect-therefore-i-learn/
[1] https://buff.ly/2CiNiqu
[1] https://buff.ly/2RIzwmu

Top Domains
Top Domains in Tweet in Entire Graph:
[115] blogspot.com
[60] twitter.com
[39] co.uk
[37] tes.com
[29] youtube.com
[23] edsurge.com
[23] bit.ly
[22] ow.ly
[20] catlintucker.com
[19] paper.li

Top Domains in Tweet in G1:
[14] twitter.com
[11] co.uk
[7] cloudlessons.net
[4] tumblr.com
[3] youtube.com
[3] movethisworld.com
[3] edtechreview.in
[3] teacherspayteachers.com
[3] thewalkingclassroom.org
[3] google.com

Top Domains in Tweet in G2:
[19] catlintucker.com
[13] ow.ly
[5] owl.li
[3] teachthought.com
[3] twitter.com
[3] edutopia.org
[2] kqed.org
[2] grammarflip.com
[1] discoveryeducation.com
[1] youtube.com

Top Domains in Tweet in G3:
[12] blogspot.com
[5] lifelearners.ng
[5] theedadvocate.org
[5] youtube.com
[3] thetechedvocate.org
[3] tes.com
[3] amazon.com
[3] tribalgroup.com
[2] cnbc.com
[2] sylviaduckworth.com

Top Domains in Tweet in G4:
[91] blogspot.com
[5] freetech4teachers.com
[3] edtechmagazine.com
[2] xarxatic.com
[2] cloudlessons.net
[2] msft.social
[2] snip.ly
[1] eldiario.es
[1] edublogs.org
[1] dangerouslyirrelevant.org

Top Domains in Tweet in G5:
[3] co.uk
[1] tes.com

Top Domains in Tweet in G6:
[14] cultofpedagogy.com
[7] teachthought.com
[3] blogspot.com
[2] theedublogger.com
[2] edweek.org
[1] ow.ly
[1] ascd.org
[1] bit.ly
[1] buff.ly
[1] twitter.com

Top Domains in Tweet in G7:
[7] crowdfrica.org

Top Domains in Tweet in G8:
[16] geiendorsed.com
[8] gettingsmart.com
[6] twitter.com
[4] thetechedvocate.org
[3] eschoolnews.com
[3] teachthought.com
[2] ow.ly
[2] etsy.com
[2] hundred.org
[2] okt.to

Top Domains in Tweet in G9:
[32] tes.com
[18] newscientist.com
[15] paper.li
[13] scientificamerican.com
[10] openculture.com
[7] co.uk
[7] freetech4teachers.com
[6] ukedchat.com
[4] hotlunchtray.com
[3] washingtonpost.com

Top Domains in Tweet in G10:
[11] therobbreviewblog.com
[3] kathleenamorris.com
[3] theteacherandtheadmin.com
[2] middleweb.com
[2] ictineducation.org
[2] buff.ly
[1] co.uk
[1] inc.com
[1] catlintucker.com
[1] tes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1334] edchat
[391] edtech
[288] education
[145] elearning
[132] teachers
[104] k12
[102] ukedchat
[75] teaching
[50] mlearning
[42] digitaltransformation



Top Hashtags in Tweet in G1:
[155] edchat
[43] edtech
[31] education
[20] teachers
[15] teaching
[10] elearning
[8] ukedchat
[8] cpchat
[8] middleschool
[8] myp

Top Hashtags in Tweet in G2:
[63] edchat
[13] edchateu
[12] edtech
[8] parents
[6] parenting
[4] education
[4] teaching
[4] cpchat
[4] teachchat
[4] screentime

Top Hashtags in Tweet in G3:
[89] edchat
[65] edtech
[48] elearning
[45] education
[42] k12
[27] ukedchat
[16] science
[16] nqtchat
[15] aussieed
[12] ittchat

Top Hashtags in Tweet in G4:
[83] edtech
[79] edchat
[72] elearning
[50] education
[47] mlearning
[42] digitaltransformation
[33] tech
[29] technology
[21] educación
[21] edreform

Top Hashtags in Tweet in G5:
[4] edchat
[3] education
[1] send
[1] children
[1] schools
[1] homelessness
[1] solidaritynotcharity
[1] homeless
[1] housingfirst

Top Hashtags in Tweet in G6:
[43] edchat
[12] tlap
[11] bekindedu
[11] kidsdeserveit
[11] leadlap
[10] joyfulleaders
[7] teachers
[4] teachermyth
[4] teachpos
[4] highered

Top Hashtags in Tweet in G7:
[15] edchat
[7] givingtuesday
[7] education
[6] kidsdeserveit
[6] thatonekid
[4] edleaders
[4] classroom
[4] africa
[3] startup
[2] teachers

Top Hashtags in Tweet in G8:
[54] edchat
[23] k12
[21] education
[16] edtech
[12] edutwitter
[12] elemchat
[9] teachers
[7] futureoflearning
[6] learning
[6] stem

Top Hashtags in Tweet in G9:
[150] edchat
[57] edtech
[34] education
[33] ukedchat
[29] teaching
[28] tes
[24] teachers
[16] p4c
[16] edtechchat
[15] philosophyforchildren

Top Hashtags in Tweet in G10:
[22] edchat
[10] edtech
[4] education
[3] elearning
[3] vaisteachers
[2] eduleaders
[1] suptchat
[1] leadershipskills
[1] bekindedu
[1] speadkindness

Top Words
Top Words in Tweet in Entire Graph:
[1908] Words in Sentiment List#1: Positive
[544] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[42583] Non-categorized Words
[45035] Total Words
[1337] edchat
[394] edtech
[370] education
[278] teachers
[231] students

Top Words in Tweet in G1:
[155] edchat
[45] edtech
[43] education
[28] teachers
[25] school
[24] christmas
[19] teaching
[18] more
[18] learning
[17] students

Top Words in Tweet in G2:
[86] mindshiftkqed
[63] edchat
[52] math
[47] students
[32] one
[28] life
[27] part
[25] kids
[24] creating
[24] environment

Top Words in Tweet in G3:
[89] edchat
[65] edtech
[52] education
[48] elearning
[42] k12
[33] alex_corbitt
[27] ukedchat
[22] online
[22] finleyt
[21] science

Top Words in Tweet in G4:
[83] edtech
[79] edchat
[76] elearning
[60] eraser
[52] education
[51] e
[47] mlearning
[43] learning
[42] digitaltransformation
[40] multimedia

Top Words in Tweet in G5:
[4] edchat
[3] education
[2] school
[2] independent
[2] send
[2] socialistvoice
[2] peterstefanovi2
[2] streetskitchen
[2] iscasaboteur
[2] mikecoulson48

Top Words in Tweet in G6:
[43] edchat
[21] nowakro
[16] good
[14] s
[12] tlap
[12] best
[12] teachers
[11] t
[11] bekindedu
[11] kidsdeserveit

Top Words in Tweet in G7:
[41] brianmendler
[41] kids
[41] 1
[41] 2
[41] 3
[28] w
[28] stop
[28] instead
[27] stay
[27] personally

Top Words in Tweet in G8:
[54] edchat
[23] k12
[22] education
[18] learning
[16] edtech
[14] new
[12] more
[12] write
[12] edutwitter
[12] elemchat

Top Words in Tweet in G9:
[150] edchat
[57] edtech
[43] education
[34] teachers
[33] ukedchat
[32] p4c
[31] download
[31] philosophy
[30] teaching
[29] pack

Top Words in Tweet in G10:
[25] edchat
[11] latest
[11] robb
[11] review
[11] daily
[11] thanks
[10] edtech
[7] compassion
[6] teachers
[6] giving

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[148] edtech,edchat
[101] edchat,education
[93] check,out
[77] edchat,edtech
[70] education,edchat
[55] education,edtech
[50] edtech,elearning
[46] elearning,mlearning
[43] edtech,education
[37] book,giveaway

Top Word Pairs in Tweet in G1:
[17] edtech,edchat
[17] education,edchat
[10] edtech,education
[8] check,out
[8] last,day
[8] day,school
[8] school,house
[8] house,challenge
[8] challenge,middle
[8] middle,school

Top Word Pairs in Tweet in G2:
[24] creating,environment
[24] environment,math
[24] math,part
[24] part,everyday
[24] everyday,life
[24] life,transform
[24] transform,kids
[24] kids,overnight
[24] overnight,math
[24] math,sensations

Top Word Pairs in Tweet in G3:
[42] education,edtech
[41] edchat,education
[39] edtech,elearning
[31] elearning,k12
[19] online,study
[19] study,tools
[17] 13,online
[17] tools,finleyt
[17] finleyt,edchat
[16] alex_corbitt,13

Top Word Pairs in Tweet in G4:
[56] edtech,edchat
[45] elearning,mlearning
[33] e,learning
[25] multimedia,interaction
[25] interaction,strategies
[25] strategies,e
[25] learning,slideshare
[25] slideshare,jbidarra
[24] jbidarra,elearning
[19] edchat,digitaltransformation

Top Word Pairs in Tweet in G5:
[3] education,edchat
[2] socialistvoice,peterstefanovi2
[2] peterstefanovi2,streetskitchen
[2] streetskitchen,iscasaboteur
[2] iscasaboteur,mikecoulson48
[2] mikecoulson48,andy4wm
[2] andy4wm,andyburnhamgm
[2] andyburnhamgm,sloughoutreach

Top Word Pairs in Tweet in G6:
[11] bekindedu,kidsdeserveit
[11] kidsdeserveit,tlap
[11] tlap,leadlap
[9] leadlap,edchat
[7] don,t
[7] s,achieving
[7] achieving,dreams
[7] dreams,s
[7] s,truly
[7] truly,living

Top Word Pairs in Tweet in G7:
[26] success,w
[26] w,ur
[26] ur,toughest
[26] toughest,kids
[26] kids,1
[26] 1,stop
[26] stop,needing
[26] needing,last
[26] last,word
[26] word,2

Top Word Pairs in Tweet in G8:
[9] edchat,elemchat
[8] write,more
[5] edtech,stem
[5] stem,pbl
[5] pbl,k12
[5] k12,ece
[5] ece,highered
[5] highered,schools
[4] build,pln
[4] find,edtech

Top Word Pairs in Tweet in G9:
[31] edchat,edtech
[16] download,ultimate
[16] ultimate,p4c
[16] p4c,philosophy
[16] philosophy,children
[16] children,resource
[16] resource,pack
[16] pack,tes
[16] tes,p4c
[15] latest,happy

Top Word Pairs in Tweet in G10:
[11] latest,robb
[11] robb,review
[11] review,daily
[11] daily,thanks
[5] edtech,edchat
[4] compassion,standard
[4] standard,teacherandadmin
[3] 10,internet
[3] internet,safety
[3] safety,tips

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mindshiftkqed
@eraser
@brianmendler
@alex_corbitt
@kathleenodean
@nowakro
@davidgeurin
@jbidarra
@finleyt
@edsurge

Top Mentioned in G1:
@dmvelliaris
@tesolworld
@akoonlaba
@learnpad

Top Mentioned in G2:
@mindshiftkqed
@lindaflan
@catlin_tucker
@teachthought
@kschwart
@responsiveclass
@kalansr240
@hechingerreport
@lindaflanagan2

Top Mentioned in G3:
@alex_corbitt
@finleyt
@4oclockfaculty
@digitaltonto
@tnvora
@teacherchalky1
@youtube
@sylviaduckworth
@smkn1pnyk
@tesresources

Top Mentioned in G4:
@eraser
@jbidarra
@educaintef
@abed_brasil
@microsoftes
@fundaciontef
@commlabindia
@bett_show
@besatweet
@edenconference

Top Mentioned in G5:
@independent
@peterstefanovi2
@streetskitchen
@iscasaboteur
@mikecoulson48
@andy4wm
@andyburnhamgm
@sloughoutreach
@tes
@schoolsweek

Top Mentioned in G6:
@nowakro
@cultofpedagogy
@poojaagarwal
@web20classroom
@barbphillips77
@elmagazine
@loudenclearblog
@avid4college
@retrievelearn
@patricebain1

Top Mentioned in G7:
@brianmendler
@kashif_jay1
@nowakro
@twosigmas_

Top Mentioned in G8:
@geiendorsed
@rdene915
@getting_smart
@leeannjung
@eschoolnews
@biepbl
@wickededtech
@thrively
@advocatefored
@lynch39083

Top Mentioned in G9:
@shakeuplearning
@ictmagic
@ariescobb
@nick_chater
@nytimes
@nextgenpf
@glodigcit
@orourke28
@club_edu
@rs_re_p4c_uk

Top Mentioned in G10:
@shellterrell
@teacherandadmin
@alexanderlhayes
@pdst_hwellbeing
@noccss
@edchat
@twosigmas_
@nowakro
@vaistweets

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@independent
@tacobell
@techedvocate
@edgametec
@lynch39083
@advocatefored
@eraser
@googleexpertuk
@businessinsider

Top Tweeters in G1:
@nomoredebtsuk
@nailaj
@educatormaguk
@media4math
@e_sheninger
@micahshippee
@leearaoz
@noboxtospeakof
@kellyrexine
@etr_in

Top Tweeters in G2:
@iamdrwill
@dandc
@erik_youngman
@discoveryed
@ivdacruz
@lead4education
@hechingerreport
@catlin_tucker
@rupahasit
@woodard_julie

Top Tweeters in G3:
@techedvocate
@lynch39083
@andrewmorrisuk
@cmdatascoop
@tesresources
@digitaltonto
@sylviaduckworth
@mattharrisedd
@tnvora
@daisydyerduerr

Top Tweeters in G4:
@sectest9
@eraser
@chidambara09
@caring_mobile
@maperez324
@scalarhumanity
@xarxatic
@diegogg
@mynaedu
@oratv

Top Tweeters in G5:
@independent
@googleexpertuk
@guardian
@mikecoulson48
@socialistvoice
@metrouk
@pippaprice3
@fscarfe
@housingitguy
@tomemurtha

Top Tweeters in G6:
@fourcornersrock
@web20classroom
@bibliosophus
@nowakro
@chrisclinewcps
@kimbles0104
@cultofpedagogy
@bmilla84
@avid4college
@cathwilliams05

Top Tweeters in G7:
@ncpoliticalspin
@crowdfrica
@dawsonfmuniv
@aricthomas1
@susanblowey
@fortkampbre
@tjparrish28
@drbrianrbnsn
@drncgarrett
@teechonedonna

Top Tweeters in G8:
@advocatefored
@satisphactionio
@pammoran
@rdene915
@sarahdateechur
@markbarnes19
@vohnnysfwriting
@getting_smart
@wickededtech
@tvanderark

Top Tweeters in G9:
@edgametec
@nytimes
@britanniacomms
@nick_chater
@ictmagic
@shakeuplearning
@puzzlesthewill7
@skipz
@garym
@rs_re_p4c_uk

Top Tweeters in G10:
@wagjuer
@shellterrell
@erobbprincipal
@sammyapproves
@gaw101
@songbirder74
@rigor_relevance
@mjsamberg
@techjuicepk
@noccss


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