edtech, Twitter, 6/24/2019 9:03:44 PM, 200910


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edtech_2019-06-24_07-08-51.xlsx
edtech_2019-06-24_07-08-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 24, 2019
Short Description:
edtech via NodeXL http://bit.ly/2ZHCATh
@scalarhumanity
@markj_ohnson
@iste
@mynaedu
@mtholfsen
@eraser
@shakeuplearning
@shannonmmiller
@microsoftedu
@googleforedu

Top hashtags:
#edtech
#iste19
#edchat
#education
#elearning
#k12
#highered
#microsoftedu
#teachers

Description:
Description
The graph represents a network of 4,277 Twitter users whose tweets in the requested range contained "edtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 24 June 2019 at 14:10 UTC.

The requested start date was Monday, 24 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 2-day, 13-hour, 18-minute period from Thursday, 20 June 2019 at 21:12 UTC to Sunday, 23 June 2019 at 10:31 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 : 4277
Unique Edges : 6413
Edges With Duplicates : 2498
Total Edges : 8911
Number of Edge Types : 3
Mentions : 7036
Tweet : 1645
Replies to : 230
Self-Loops : 1645
Reciprocated Vertex Pair Ratio : 0.046427987575609
Reciprocated Edge Ratio : 0.0887361349789095
Connected Components : 610
Single-Vertex Connected Components : 286
Maximum Vertices in a Connected Component : 2790
Maximum Edges in a Connected Component : 7010
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.778553
Graph Density : 0.000350002285595304
Modularity : 0.623401
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] https://shakeuplearning.com/blog/20-awesome-apps-that-integrate-with-google-classroom/
[21] https://www.wonderexplorelearn.com/
[20] http://www.controlaltachieve.com/p/science-links.html
[15] http://events.edtechreview.in/higher-education/2019-series.html
[14] https://e-learning-teleformacion.blogspot.com/2019/06/vol-22-num-1-2019-revista-educacion-xx1.html
[14] http://www.controlaltachieve.com/2017/05/graphic-org-drawings.html
[13] https://www.tes.com/teaching-resources/shop/godwin86
[13] https://www.tes.com/teaching-resource/the-ultimate-p4c-resource-pack-philosophy-for-children-11586087
[12] http://e-learning-teleformacion.blogspot.com/2019/04/educause-horizon-report-2019-higher.html
[12] https://ukedchat.com/2019/06/22/microsoft-upgrades-iste19/

Top URLs in Tweet in G1:
[19] https://www.wonderexplorelearn.com/
[8] http://www.wonderexplorelearn.com/
[6] https://www.rdene915.com/
[5] https://gmail.us20.list-manage.com/subscribe?u=b522a2da94a0a03d2b329dc27&id=6282059492
[4] https://www.facebook.com/events/493132641224735/
[4] https://techcommunity.microsoft.com/t5/Education-Blog/Inclusive-Classroom-round-up-for-Microsoft-Education-at-ISTE/ba-p/679764
[4] https://techcommunity.microsoft.com/t5/Education-Blog/Introducing-Simpler-Sign-on-a-way-to-sign-in-to-Office-365-with/ba-p/708898
[3] https://www.gettingsmart.com/2019/06/learning-platforms-to-explore-over-the-summer/
[3] http://www.classvr.com/using-classvr-virtual-field-trips-oak-run-middle-school/
[3] https://techcommunity.microsoft.com/t5/Education-Blog/Thirty-updates-for-OneNote-and-Class-Notebooks-for-Summer-2019/ba-p/679711

Top URLs in Tweet in G2:
[7] http://www.sheet-calc.com/kjr201709/
[5] https://www.edsurge.com/news/2019-05-20-the-greatest-barrier-for-educators-changing-their-practice-internal-resistance?utm_campaign=site&utm_content=share-622
[5] https://www.forward-edge.net/edgeubadges/
[4] https://www.datasciencecentral.com/profiles/blogs/five-industries-where-blockchain-has-innovated-beyond
[4] http://www.linkedin.com/in/dangalante
[4] http://www.controlaltachieve.com/2016/10/math-extensions-apps-addons.html
[3] https://micahshippee.com/2019/03/21/storytelling-with-text-messaging/
[3] https://anchor.fm/getinspiredandinnovate/episodes/AR-and-VR-in-the-classroom--Episode-2-e4dcqa
[3] https://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waizKdvQ4gCV8Lcp0/z9j1mP
[3] http://teacherrebootcamp.com/2019/06/21/qrcodeactivities/

Top URLs in Tweet in G3:
[7] https://blog.tcea.org/managing-change/
[7] https://www.coolcatteacher.com/7-hot-edtech-topics-iste19-notatiste19/?utm_source=dlvr.it&utm_medium=twitter
[5] https://ukedchat.com/2019/06/22/microsoft-upgrades-iste19/
[3] https://edtechbites.com
[3] https://internationaleducationtoday.com/2016/01/05/how-should-technology-be-taught-in-a-21st-century-school/?utm_content=buffer5e70f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://edtech-media.com/archives/18451
[3] https://www.coolcatteacher.com/7-hot-edtech-topics-iste19-notatiste19/
[3] https://utb.fyi/t5g
[3] https://www.school-admin.org/downloads.aspx
[3] https://www.bookwidgets.com/blog/2019/06/match-audio-with-text-and-pictures-in-bookwidgets

Top URLs in Tweet in G4:
[15] http://events.edtechreview.in/higher-education/2019-series.html
[13] https://e-learning-teleformacion.blogspot.com/2019/06/vol-22-num-1-2019-revista-educacion-xx1.html
[11] http://e-learning-teleformacion.blogspot.com/2019/04/educause-horizon-report-2019-higher.html
[8] http://e-learning-teleformacion.blogspot.com/2015/12/adaptive-learning-resources-sequencing.html
[8] http://www.iLearn2.co.uk
[7] http://e-learning-teleformacion.blogspot.com/2019/02/big-data-innovation-trends-in-education.html
[6] http://e-learning-teleformacion.blogspot.com/2019/04/cloud-computing-for-higher-education.html
[6] http://e-learning-teleformacion.blogspot.com/2019/06/un-crimen-llamado-educacion-version.html
[5] http://e-learning-teleformacion.blogspot.com/2019/05/vol-20-no-2-2019-irrodl-international.html
[5] http://e-learning-teleformacion.blogspot.com/2019/04/recent-work-in-connectivism-ii-video.html

Top URLs in Tweet in G5:
[7] https://edtechmagazine.com/k12/article/2019/06/iste-2019-everything-you-need-know-first-day
[4] https://susanmb.me/2WYZUis
[2] https://medium.com/@codeorg/collaborate-with-onenote-and-cs-discoveries-f44de160d910?postPublishedType=repub
[2] https://www.whiteboardblog.co.uk/2019/06/how-to-record-videos-of-your-lessons-using-activinspires-screen-recorder/
[2] https://view.genial.ly/5d009b46438c1e0f8813cbf9
[2] https://courseofmind.org:443/
[2] https://www.youtube.com/watch?v=gEqOmg07lFY&feature=youtu.be

[2] https://bit.ly/2Af9f8K
[2] https://www.facebook.com/events/493132641224735/
[1] https://www.iste.org/explore/ISTE-blog/9-resources-for-teaching-digital-citizenship

Top URLs in Tweet in G6:
[17] http://www.controlaltachieve.com/p/science-links.html
[11] http://www.controlaltachieve.com/2017/05/graphic-org-drawings.html
[5] http://www.controlaltachieve.com/2016/07/quiet-kids-google-forms.html
[4] https://www.controlaltachieve.com/2018/10/gif-slides.html
[4] https://www.youtube.com/watch?v=qwDRya22uEg&feature=youtu.be

[3] http://www.controlaltachieve.com/2016/11/google-drawings-chess-checkers.html
[3] https://www.controlaltachieve.com/2018/09/collabordependent-slides.html
[3] https://docs.google.com/presentation/d/1P-1acsU5vAeSdseBASXCN_J-78Z8bjsFzUOdq3HjmMU/pub?start=false&loop=false&delayms=3000
[3] https://twitter.com/joycevalenza/status/1142502543811104768
[3] https://blog.adobespark.com/2019/06/20/sparking-better-teamwork-around-the-world-whats-new-in-2019/

Top URLs in Tweet in G7:
[19] https://shakeuplearning.com/blog/20-awesome-apps-that-integrate-with-google-classroom/
[8] https://docs.google.com/forms/d/e/1FAIpQLSfxi5QkOEBclYKjPhdO7ChCH9FPOWjUfWTIqmylKdy7fEuwEg/viewform
[7] https://shakeuplearning.com/blog/4-must-google-classroom-skills-teachers/
[6] https://shakeuplearning.com/blog/100-chrome-apps-and-extensions/
[6] https://shakeuplearning.com/blog/dynamic-learning-v-static-learning-not/
[6] http://www.arvrinedu.com/
[5] https://shakeuplearning.com/blog/7-reasons-need-try-voice-typing-google-docs/
[5] http://blog.cue.org/cue-ditchsummit-powered-by-adobe/
[3] https://docs.google.com/document/d/e/2PACX-1vQi38HlLMh-h9TteZKZ0JGTQZCwN81LGoJPmM75IlePM1fPswuVcjXOOQtWRIrgiQ0PF7I3jNJH0zvf/pub
[3] https://shakeuplearning.com/blog/insert-gifs-google-docs-slides/

Top URLs in Tweet in G8:
[3] https://teachertapp.co.uk/story/
[2] https://www.thetechedvocate.org/using-machine-learning-to-predict-student-outcomes/
[2] https://educate.london/byte-sized-edtech-research/
[2] https://jobs.theguardian.com/job/6916508/schools-growth-manager/?LinkSource=PremiumListing
[2] http://ow.ly/phss50uFXGk
[1] https://www.eventbrite.co.uk/e/european-edtech-network-launch-evening-tickets-62350235232
[1] https://twitter.com/IOE_London/status/1139162000800460802
[1] http://dlvr.it/R6lCMB
[1] https://www.fenews.co.uk/featured-article/31088-the-institutional-supply-of-skills-responding-to-what-employers-actually-want?utm_source=dlvr.it&utm_medium=twitter
[1] http://dlvr.it/R6ynS2

Top URLs in Tweet in G9:
[4] https://www.coolcatteacher.com/7-hot-edtech-topics-iste19-notatiste19/?utm_campaign=coschedule&utm_source=twitter&utm_medium=coolcatteacher&utm_content=7
[4] Hot
[4] Edtech
[4] Topics
[4] %23iste19
[4] %23notatiste19
[3] http://www.new-educ.com/?p=657&__r=1.0d76084e4b3ac8a18db2e00fd2686ae8
[3] https://infograph.venngage.com/pl/Ssu1E0TU0ds
[2] https://app.edu.buncee.com/buncee/91b6a3a438bf4c03a99e7265e5d32090
[2] https://www.coolcatteacher.com/7-hot-edtech-topics-iste19-notatiste19/

Top URLs in Tweet in G10:
[13] https://www.tes.com/teaching-resources/shop/godwin86
[11] https://www.tes.com/teaching-resource/the-ultimate-p4c-resource-pack-philosophy-for-children-11586087
[9] http://www.globalmetacognition.com/
[7] https://www.cmrubinworld.com/learning-by-doing/
[6] https://www.facebook.com/groups/EducationalMetacognition/
[5] https://www.turingo.in/ask-your-question
[4] https://www.turingo.in/
[3] https://quizlingapp.com/teachers/
[3] https://www.globalmetacognition.com/copy-of-metacognitive-reflection-mi
[3] https://www.cleverbooks.eu

Top Domains
Top Domains in Tweet in Entire Graph:
[206] twitter.com
[204] blogspot.com
[97] shakeuplearning.com
[96] co.uk
[90] youtube.com
[67] controlaltachieve.com
[56] google.com
[51] okt.to
[50] edsurge.com
[43] freetech4teachers.com

Top Domains in Tweet in G1:
[38] wonderexplorelearn.com
[28] twitter.com
[17] microsoft.com
[15] freetech4teachers.com
[10] google.com
[10] blogspot.com
[9] t.co
[7] facebook.com
[7] gettingsmart.com
[7] sociabble.com

Top Domains in Tweet in G2:
[13] twitter.com
[9] sheet-calc.com
[9] po.st
[8] bit.ly
[8] teacheridea.com
[7] youtube.com
[6] edsurge.com
[6] forward-edge.net
[6] controlaltachieve.com
[6] historyview.org

Top Domains in Tweet in G3:
[24] twitter.com
[12] youtube.com
[11] coolcatteacher.com
[11] freetech4teachers.com
[10] feedblitz.com
[8] edtech-media.com
[8] tcea.org
[6] co.uk
[6] edutopia.org
[5] lnkd.in

Top Domains in Tweet in G4:
[168] blogspot.com
[39] co.uk
[39] thepaperlesstrail.com
[30] twitter.com
[21] youtube.com
[19] edtechreview.in
[10] scoop.it
[9] com.au
[6] universitybusiness.com
[6] engagucate.com

Top Domains in Tweet in G5:
[10] bit.ly
[9] twitter.com
[7] edtechmagazine.com
[7] iste.org
[7] co.uk
[4] facebook.com
[4] msft.social
[4] youtube.com
[4] susanmb.me
[3] freetech4teachers.com

Top Domains in Tweet in G6:
[52] controlaltachieve.com
[11] twitter.com
[7] youtube.com
[5] apple.com
[5] google.com
[5] shakeuplearning.com
[3] freetech4teachers.com
[3] adobespark.com
[2] blogspot.com
[2] fetc.org

Top Domains in Tweet in G7:
[76] shakeuplearning.com
[12] google.com
[10] twitter.com
[9] cue.org
[6] arvrinedu.com
[5] coolcatteacher.com
[4] viewsonic.com
[3] controlaltachieve.com
[3] ditchthattextbook.com
[2] shakeup.link

Top Domains in Tweet in G8:
[11] co.uk
[9] twitter.com
[5] educate.london
[3] thetechedvocate.org
[3] ukedchat.com
[2] dlvr.it
[2] theguardian.com
[2] ow.ly
[2] org.uk
[1] bit.ly

Top Domains in Tweet in G9:
[8] coolcatteacher.com
[6] twitter.com
[3] blogspot.com
[3] new-educ.com
[3] venngage.com
[2] buncee.com
[2] smithsonianmag.com
[2] co.uk
[1] google.com
[1] microsoft.com

Top Domains in Tweet in G10:
[25] tes.com
[12] turingo.in
[12] globalmetacognition.com
[10] edtechmagazine.com
[8] facebook.com
[7] cmrubinworld.com
[7] edupr.io
[5] learnmet.com
[5] cleverbooks.eu
[4] blogspot.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3110] edtech
[783] iste19
[504] edchat
[442] education
[237] elearning
[151] k12
[144] highered
[140] microsoftedu
[124] teachers
[124] onenote



Top Hashtags in Tweet in G1:
[361] edtech
[146] iste19
[108] onenote
[67] microsoftedu
[65] edchat
[41] cvtechtalk
[39] wearecue
[34] mieexpert
[31] cuechat
[27] education

Top Hashtags in Tweet in G2:
[319] edtech
[92] iste19
[62] edchat
[38] education
[33] microsoftedu
[23] vr
[20] arvrinedu
[16] iste2019
[15] iste
[14] googleei

Top Hashtags in Tweet in G3:
[290] edtech
[47] education
[42] iste19
[36] edchat
[21] elearning
[13] stem
[13] edtechchat
[12] learning
[12] tech
[10] notatiste19

Top Hashtags in Tweet in G4:
[401] edtech
[145] education
[118] elearning
[90] edchat
[86] highered
[58] tech
[51] mlearning
[46] educación
[44] digitallearning
[39] pedagogy

Top Hashtags in Tweet in G5:
[125] edtech
[77] iste19
[14] laatiste
[13] microsoftedu
[11] learningsciences
[10] edchat
[9] education
[9] iste2019
[7] cs4lausd
[6] digcit

Top Hashtags in Tweet in G6:
[124] edtech
[22] everyonecancreate
[17] scichat
[15] iste19
[13] pages
[12] edchat
[10] gsuiteedu
[10] fetc
[9] thoughtleaders
[9] tech

Top Hashtags in Tweet in G7:
[175] edtech
[113] iste19
[62] edchat
[31] shakeuplearning
[23] ditchbook
[23] wearecue
[20] cvtechtalk
[19] kci
[15] notatiste
[14] gsuiteedu

Top Hashtags in Tweet in G8:
[100] edtech
[23] educationfest
[21] education
[15] londonedtechweek
[12] europeedtech
[10] technology
[7] engage
[7] ai
[6] wellington
[6] school

Top Hashtags in Tweet in G9:
[36] edtech
[23] iste19
[11] futurereadylibs
[10] edchat
[9] notatiste19
[8] tlchat
[6] iowatl
[5] vanmeter
[5] 10mt
[5] teachers

Top Hashtags in Tweet in G10:
[183] edtech
[81] k12
[67] edchat
[55] education
[53] ukedchat
[51] teachers
[47] sltchat
[39] elearning
[30] iste19
[27] p4c

Top Words
Top Words in Tweet in Entire Graph:
[4364] Words in Sentiment List#1: Positive
[897] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[119011] Non-categorized Words
[124274] Total Words
[3109] #edtech
[783] #iste19
[631] new
[560] learning
[504] #edchat

Top Words in Tweet in G1:
[361] #edtech
[281] new
[258] mtholfsen
[155] use
[147] students
[146] #iste19
[131] teachers
[112] google
[108] #onenote
[93] immersive

Top Words in Tweet in G2:
[319] #edtech
[92] #iste19
[65] new
[62] #edchat
[51] googleforedu
[50] learning
[40] students
[39] classroom
[38] #education
[36] out

Top Words in Tweet in G3:
[290] #edtech
[85] edtech
[47] #education
[42] #iste19
[36] #edchat
[30] more
[29] learning
[29] out
[23] classroom
[21] education

Top Words in Tweet in G4:
[401] #edtech
[145] #education
[118] #elearning
[105] eraser
[94] education
[90] #edchat
[86] #highered
[77] learning
[73] 2019
[58] #tech

Top Words in Tweet in G5:
[125] #edtech
[85] iste
[77] #iste19
[33] out
[30] new
[26] s
[23] iti_lausd
[22] up
[22] technology
[22] today

Top Words in Tweet in G6:
[124] #edtech
[68] students
[52] now
[43] ericcurts
[42] google
[41] make
[40] projects
[39] adobespark
[35] project
[30] tech

Top Words in Tweet in G7:
[175] #edtech
[113] #iste19
[71] shakeuplearning
[62] #edchat
[55] google
[48] apps
[35] classroom
[34] learning
[31] #shakeuplearning
[31] make

Top Words in Tweet in G8:
[100] #edtech
[57] edtech
[23] #educationfest
[23] use
[22] education
[22] hear
[21] #education
[17] educators
[17] nesta_uk
[17] rondelle10_b

Top Words in Tweet in G9:
[77] best
[76] 2019
[67] shannonmmiller
[67] apps
[64] aasl
[58] learning
[55] teaching
[46] excited
[44] amazing
[43] announce

Top Words in Tweet in G10:
[182] #edtech
[81] #k12
[67] #edchat
[55] #education
[53] #ukedchat
[51] #teachers
[47] #sltchat
[43] school
[39] learning
[39] #elearning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[203] mtholfsen,new
[198] #edtech,#edchat
[185] check,out
[156] #edchat,#edtech
[139] #education,#edtech
[114] immersive,reader
[104] teachers,students
[93] new,teachers
[82] #edtech,#education
[82] #iste19,#edtech

Top Word Pairs in Tweet in G1:
[184] mtholfsen,new
[85] new,teachers
[84] teachers,students
[74] immersive,reader
[68] google,edu
[61] g,suite
[55] students,login
[55] login,use
[55] use,free
[55] free,office365

Top Word Pairs in Tweet in G2:
[30] #edchat,#edtech
[20] #microsoftedu,#edtech
[20] check,out
[19] #edtech,#edchat
[14] #edtech,#education
[12] new,gradebook
[11] locked,quiz
[11] quiz,mode
[11] google,classroom
[10] learn,more

Top Word Pairs in Tweet in G3:
[18] #edchat,#edtech
[18] immersive,reader
[13] #edtech,#education
[12] check,out
[11] #education,#edtech
[11] #edtech,#edtechchat
[11] 7,hot
[11] hot,edtech
[11] edtech,topics
[10] #edtech,#edchat

Top Word Pairs in Tweet in G4:
[64] #edtech,#edchat
[44] #education,#edtech
[39] #elearning,#mlearning
[34] higher,education
[33] #edtech,#highered
[31] activity,pack
[30] big,data
[23] #highered,#highereducation
[23] primary,computing
[21] #education,#educación

Top Word Pairs in Tweet in G5:
[16] check,out
[13] #microsoftedu,#edtech
[9] state,district
[8] out,now
[8] now,iste's
[8] iste's,new
[8] new,courseofmind
[8] courseofmind,publications
[8] publications,state
[8] district,policymakers

Top Word Pairs in Tweet in G6:
[24] adobespark,now
[23] big,make
[23] make,huge
[23] huge,adobespark
[23] now,supports
[23] supports,project
[23] project,sharing
[23] sharing,students
[23] students,collaborating
[23] collaborating,team

Top Word Pairs in Tweet in G7:
[33] #edtech,#edchat
[26] google,classroom
[24] #edchat,#edtech
[19] ready,find
[19] find,apps
[19] apps,make
[19] make,google
[19] classroom,even
[19] even,better
[19] better,check

Top Word Pairs in Tweet in G8:
[15] educators,use
[11] genuinely,interested
[11] interested,hear
[11] hear,educators
[11] use,interactive
[11] interactive,whiteboards
[11] whiteboards,during
[11] during,lessons
[11] lessons,#edtech
[11] #edtech,pls

Top Word Pairs in Tweet in G9:
[65] best,apps
[63] 2019,aasl
[63] aasl,best
[51] teaching,learning
[43] excited,announce
[43] announce,2019
[43] apps,amazing
[43] amazing,list
[43] list,app
[43] app,teaching

Top Word Pairs in Tweet in G10:
[30] #edtech,#elearning
[29] #edchat,#education
[29] #education,#edtech
[29] #elearning,#k12
[26] #re,#rs
[24] download,ultimate
[21] check,out
[21] #ukedchat,#sltchat
[17] #sltchat,#edtech
[15] religious,studies

Top Replied-To
Top Replied-To in Entire Graph:
@juandoming
@mrzphd
@mrkline_edtech
@nancywtech
@pcsctech
@kokoroe_edtech
@filibuster3
@edtech_ftw
@kimpollishuke
@unoint

Top Replied-To in G1:
@rnwfundamentals
@turner4edu
@ryanbjackson1
@mrhuffpsm
@tesolcallis
@sjeeves
@flipgrid
@eustace_stephen
@mtholfsen
@dannymaas

Top Replied-To in G2:
@filibuster3
@kimpollishuke
@virtualgiff
@jlenore24
@watnunu
@mskp8cr
@mrpiercey
@blaistech
@trishcloud
@cbell619

Top Replied-To in G4:
@paulenderle
@edingle
@muminalshawaf
@francesbell
@kvoge71
@rondelle10_b
@mjmadda

Top Replied-To in G5:
@nancywtech
@edtech_ftw
@liviamy
@hart_edtech
@meagan_e_kelly
@southjoseph
@dbcaguioa
@lindsey__itc
@techymargaret
@technolibrary

Top Replied-To in G6:
@dogsthorpeinf
@dephead_jones
@drbradjohnson
@storytime_sue
@mlouvier_edtech
@txtechchick

Top Replied-To in G7:
@jmattmiller
@clionbailey
@irvspanish
@mrshirn_edtech
@d4griffin3

Top Replied-To in G8:
@_c_j_b
@petitejoueuse
@sophiebessemer
@cleofatoo
@holly
@daisychristo
@darcyprior
@tonyparkin

Top Replied-To in G9:
@paulhamilton8
@soslearning

Top Replied-To in G10:
@unoint
@edtech_k12
@iste

Top Mentioned
Top Mentioned in Entire Graph:
@mtholfsen
@iste
@eraser
@shakeuplearning
@shannonmmiller
@aasl
@googleforedu
@office365
@ericcurts
@noapp4pedagogy

Top Mentioned in G1:
@mtholfsen
@office365
@ncce_edtech
@kat_goyette
@microsoftteams
@onenoteedu
@eustace_stephen
@flipgrid
@thetimmyrich
@mergevr

Top Mentioned in G2:
@googleforedu
@jlubinsky
@mrshowell24
@iste
@microsoftedu
@efitz_edtech
@edtechteam
@lancerkey
@jheil65
@watnunu

Top Mentioned in G3:
@tutorme_hq
@learnpad
@drescotet
@studentfolder
@everlearntweets
@xolotl

Top Mentioned in G4:
@eraser
@ilearn2primary
@educause
@etr_in
@google
@mit
@getsetlearning
@michaelcrow
@odem_io
@thetechrabbi

Top Mentioned in G5:
@iste
@iti_lausd
@laschools
@edtech_ftw
@s_bearden
@makeymakey
@courseofmind
@cosn
@brianrsmithsr
@scratch

Top Mentioned in G6:
@ericcurts
@adobespark
@appleedu
@benforta
@seesaw
@msclaragalan
@txtechchick
@shakeuplearning
@kristawelz
@iste

Top Mentioned in G7:
@shakeuplearning
@jmattmiller
@mradamwelcome
@cueinc
@tntedtech
@flipgrid
@iste
@burgessdave
@rlfreedm
@hive_summit

Top Mentioned in G8:
@nesta_uk
@rondelle10_b
@kirstygrundystp
@urban_teacher
@educateldn
@educationfest
@besatweet
@ictm
@nowpressplay
@edtechweekldn

Top Mentioned in G9:
@shannonmmiller
@aasl
@buncee
@thinglink
@alalibrary
@microsoftedu
@follettlearning
@coolcatteacher
@buddyxo
@mtholfsen

Top Mentioned in G10:
@edtech_k12
@alex_corbitt
@frsnewjersey
@imturingo
@finleyt
@glodigcit
@clever_books
@tanellclassroom
@richedtech
@lisamireles

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@arkangelscrap
@sectest9
@cyberdomain
@delta
@digestwordpress
@techedvocate
@chidambara09
@lynch39083
@eraser

Top Tweeters in G1:
@lynch39083
@advocatefored
@winobs
@chuckbaggett
@alicekeeler
@iamdrwill
@ceektechnology
@flipgrid
@philshapiro
@nowthisnews

Top Tweeters in G2:
@dingdonggame2
@shellterrell
@erobbprincipal
@mrkempnz
@dme_health
@scalarhumanity
@ed
@flashtweet
@brookingsinst
@mraspinall

Top Tweeters in G3:
@cyberdomain
@kuro0704
@legitngnews
@suriyasubraman
@biz_secrets
@best_biz_ads
@smesecurity
@tweetonlondon
@ahighervision
@tonnet

Top Tweeters in G4:
@chidambara09
@eraser
@infopronetwork
@organicblair
@designthinkbot
@teachertoolkit
@vice
@hubert_edu
@gr8wheels
@google

Top Tweeters in G5:
@technolibrary
@lightifyco1
@brianlinuxing
@s_bearden
@bryanlmiller
@dannynic
@participate
@magpano
@raspberry_pi
@katrinastevens1

Top Tweeters in G6:
@wickeddecent
@doinktweets
@kdmiller4
@lieberrian
@seesaw
@wickededtech
@9am
@rachaellehr
@wwiimuseum
@fetc

Top Tweeters in G7:
@korytellers
@burgessdave
@jcorippo
@joykirr
@urbie
@taramartinedu
@mr_isaacs
@shakeuplearning
@heckawesome
@jenwilliamsedu

Top Tweeters in G8:
@techedvocate
@machinelearn_d
@ukedchat
@5naureen
@ictmagic
@rondelle10_b
@miss_mcinerney
@tonyparkin
@si
@fenews

Top Tweeters in G9:
@courosa
@shannonmmiller
@edutweetoz
@jriske
@coolcatteacher
@mrterborg
@teachermarija
@buncee
@azhsprin
@amazon

Top Tweeters in G10:
@tamraraven
@gdorn1
@e_sheninger
@cdw_jessica
@rs_re_p4c_uk
@spencerideas
@njit
@davos
@eduporium
@daveandcori