edchat, Twitter, 10/21/2019 8:09:53 AM, 213660


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edchat_2019-10-21_00-19-14.xlsx
edchat_2019-10-21_00-19-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 21, 2019
Short Description:
edchat via NodeXL http://bit.ly/2P5LIyU
@mindshiftkqed
@catlin_tucker
@justintarte
@loudlearning
@edutopia
@scalarhumanity
@markj_ohnson
@nikfarmath
@rdene915
@allaboutthepact

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

Description:
Description
The graph represents a network of 4,362 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, 21 October 2019 at 07:20 UTC.

The requested start date was Monday, 21 October 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 1-day, 19-hour, 34-minute period from Thursday, 17 October 2019 at 14:37 UTC to Saturday, 19 October 2019 at 10:11 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[214] https://catlintucker.com/2019/10/student-agency-demonstrate-their-learning/
[22] http://www.cultofpedagogy.com/text-structures/
[21] https://www.tes.com/teaching-resource/the-ultimate-p4c-resource-pack-philosophy-for-children-11586087
[21] https://www.edutopia.org/blog/6-opening-and-closing-routines-new-teachers-rebecca-alber?fbclid=IwAR3bN-RtJxIArFAvtcuy0Rno70zMvgeRJw8NNu-DEXp_kaMoX9SDnc5fmgU
[15] https://twinybots.ch/
[13] https://www.cultofpedagogy.com/teaching-hard-history/
[13] https://promediagrp1.webex.com/promediagrp1/onstage/g.php?MTID=e1ecf76d61d6018ae78b3162a1cb4fe15&sourceID=Thorndike
[12] https://www.bluefrogtoys.co.uk/animal-masks/animal-characters/grey-wolf-foam-face-mask-detail
[11] https://elisabethbostwick.com/2019/10/17/amplifying-student-voice-unleash-limitless-potential/
[9] https://www.kqed.org/mindshift/54370/how-art-can-help-center-a-students-learning-experience

Top URLs in Tweet in G1:
[19] https://www.edutopia.org/blog/6-opening-and-closing-routines-new-teachers-rebecca-alber?fbclid=IwAR3bN-RtJxIArFAvtcuy0Rno70zMvgeRJw8NNu-DEXp_kaMoX9SDnc5fmgU
[10] https://twinybots.ch/
[8] https://blog.buncee.com/join-the-2019-2020-buncee-ambassador-squad/
[7] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[5] https://shakeuplearning.com/blog/halloween-magnetic-poetry-with-google-drawings/
[5] http://melanielinktaylor.mzteachuh.org/2019/10/educational-links-101819_18.html
[5] https://www.freetech4teachers.com/2019/10/google-arts-culture-presents-from.html
[5] http://teacherrebootcamp.com/2019/10/13/googletemplates/
[4] https://teachersuccesssummit.idevaffiliate.com/idevaffiliate.php?id=155
[4] https://www.k12prospects.com/?utm_source=twitter&utm_medium=posting-image&utm_campaign=quick-facts&utm_content=textlink

Top URLs in Tweet in G2:
[21] https://www.tes.com/teaching-resource/the-ultimate-p4c-resource-pack-philosophy-for-children-11586087
[6] https://catlintucker.com/2019/10/student-agency-demonstrate-their-learning/
[4] https://www.hmhco.com/blog/empowering-students-protect-environment-teacher-tips
[4] http://tinyurl.com/6n3bxrw
[3] https://blog.tcea.org/instructional-coach/
[3] https://www.youtube.com/watch?v=0nzQoTkUyI8

[3] https://convention.tcea.org/attendees/speakers/gerry-brooks/
[3] http://itunes.apple.com/us/app/id517766057?mt=8&at=10l6Xd&ct=ig0oevc8fmrl
[3] https://twinybots.ch/
[2] https://itunes.apple.com/gb/app-bundle/ibbleobble-clever-clogs-learn/id1046486979?mt=8&utm_content=bufferfaec1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[195] https://catlintucker.com/2019/10/student-agency-demonstrate-their-learning/
[3] https://hechingerreport.org/making-room-for-grassroots-change/
[2] https://www.physics-astronomy.org/2019/05/students-invent-bacteria-that-eat.html
[1] https://vlacs.org/work-based-learning/
[1] https://www.educatorstechnology.com/2019/04/two-educational-tools-to-enhance.html
[1] https://www.teachthought.com/the-future-of-learning/the-definition-of-digital-citzenship/
[1] http://www.cnn.com/2019/04/07/us/national-library-week-facts-trnd/index.html
[1] https://www.cultofpedagogy.com/delayed-grade/
[1] https://21clradio.com/empowered-learning-with-alfie-kohn-run-your-life-99/
[1] https://www.inc.com/larry-alton/7-mental-exercises-to-make-you-a-better-critical-thinker.html

Top URLs in Tweet in G4:
[5] https://www.kqed.org/mindshift/52665/school-based-counselors-help-kids-cope-with-fallout-from-drug-addiction
[5] https://www.kqed.org/mindshift/54370/how-art-can-help-center-a-students-learning-experience
[4] https://greatergood.berkeley.edu/article/item/how_a_little_humor_can_improve_your_work_life
[2] https://www.edsurge.com/news/2019-10-11-a-new-approach-to-discipline-slashed-suspension-rates-and-transformed-this-dc-school
[2] http://blogs.edweek.org/edweek/edtechresearcher/2017/10/to_ban_or_not_to_ban_technology_education_and_the_media.html
[1] https://www.edutopia.org/article/5-tips-getting-started-pbl-math-classes
[1] https://www.kqed.org/mindshift/45471/how-theater-can-offer-students-new-perspectives-on-history
[1] https://www.kqed.org/mindshift/54536/is-homework-valuable-depends-on-the-grade-teachers-share-their-approaches
[1] https://www.kqed.org/mindshift/39491/when-school-leaders-empower-teachers-better-ideas-emerge
[1] https://www.edweek.org/ew/articles/2019/06/26/how-arts-teachers-are-strengthening-students-social-emotional.html

Top URLs in Tweet in G5:
[2] https://www.amazon.com/gp/product/B078H9VSGM?ie=UTF8&camp=213733&creative=393177&creativeASIN=B078H9VSGM&linkCode=shr&tag=edhacked0a-20&linkId=S7FI324EEZV5443G&pf_rd_p=2d1ab404-3b11-4c97-b3db-48081e145e35&pf_rd_r=9QEMV2B751WX73TFX333
[2] https://www.amazon.com/Learning-Advantage-Mini-Geometric-Solids/dp/B014V0M624/ref=as_li_ss_tl?keywords=early+education&qid=1564570079&s=gateway&sr=8-16&linkCode=sl1&tag=edhacked0a-20&linkId=f5c5e02806e062ae7ec489fc86eea93e&language=en_US
[2] https://www.edhacked.com/playing-video-games-is-good-for-your-brain-heres-how/
[2] https://www.edhacked.com/stephen-hawking-best-quotes/
[1] https://www.edhacked.com/promoting-oral-language-in-school/
[1] https://www.edhacked.com/autism-awareness-mothers-halloween-post-goes-viral/
[1] https://www.edhacked.com/even-more-tests-for-most-tested-children-in-the-world/
[1] https://www.amazon.com/Fantastically-Great-Women-Changed-World/dp/1408876981/ref=as_li_ss_tl?_encoding=UTF8&psc=1&refRID=XZX06S0XJA5AHF9DD7NV&linkCode=sl1&tag=edhacked0a-20&linkId=481508fd5b3976a382ef10901550ad0f&language=en_US
[1] https://www.amazon.com/Learning-Resources-LER3034-Speakers-Box/dp/B004DJ65J4/ref=as_li_ss_tl?keywords=oral+language+games&qid=1567680497&s=gateway&sr=8-1&linkCode=sl1&tag=edhacked0a-20&linkId=2905a1034f1d83fbff0c93c1386789fb&language=en_US
[1] https://www.amazon.com/Roxs-Secret-Code-Mara-Lecocq/dp/1576878996/ref=as_li_ss_tl?crid=LWVYETSQKJV1&keywords=roxs+secret+code&qid=1570552721&sprefix=roxs+secre,aps,222&sr=8-1&linkCode=sl1&tag=edhacked0a-20&linkId=d3a5ce20acc0197347e0a18b925a8196&language=en_US

Top URLs in Tweet in G6:
[2] https://catlintucker.com/2019/10/student-agency-demonstrate-their-learning/
[1] https://twitter.com/justintarte/status/1183524346779914241
[1] https://chalkbeat.org/posts/ny/2019/09/23/brooklyns-district-16-urges-mayor-chancellor-to-phase-out-the-gifted-program-they-once-fought-to-create/
[1] https://www.freecodecamp.org/news/new-online-courses/

Top URLs in Tweet in G7:
[1] https://doodleeducation.com/product/doodles-class-mark-pad/

Top URLs in Tweet in G8:
[2] https://twitter.com/JoshRBuckley/status/1185283969455022082
[2] http://fieldsofhome.blogspot.com/2019/10/halloween-countdown-ghost-pops.html
[2] http://fieldsofhome.blogspot.com/2019/10/halloween-countdown-getting-ready-for.html
[2] https://wakelet.com:443/@SFLOK2Ask
[1] https://docs.google.com/document/d/125PMGVd7DPPpf9XmUukmW8HmL9d2S_x2qEDElKgULAM/edit?usp=sharing
[1] https://www.edutopia.org/article/how-promote-social-emotional-and-character-development
[1] https://www.weareteachers.com/halloween-classroom-games-activities-crafts/
[1] https://www.kqed.org/mindshift/54370/how-art-can-help-center-a-students-learning-experience
[1] https://www.weareteachers.com/classroom-clipboards/
[1] https://www.learningscientists.org/blog/2019/10/17-1#.XanfHegReao.twitter

Top URLs in Tweet in G9:
[18] http://www.cultofpedagogy.com/text-structures/
[13] https://www.cultofpedagogy.com/teaching-hard-history/
[10] https://elisabethbostwick.com/2019/10/17/amplifying-student-voice-unleash-limitless-potential/
[4] https://www.retrievalpractice.org/strategies/2019/10/14/new-resources?utm_content=buffer0a69f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.cultofpedagogy.com/first-year-teacher-1/
[2] https://www.cultofpedagogy.com/leveled-texts/
[2] http://www.cultofpedagogy.com/calculate-points-with-rubrics/
[1] https://catlintucker.com/2019/10/student-agency-demonstrate-their-learning/
[1] https://twitter.com/rnsoicher/status/1185298843497201664
[1] https://twitter.com/Skymazef3/status/945950885942718465

Top URLs in Tweet in G10:
[3] https://studentsatthecenterhub.org/blog/critical-civic-inquiry-students-master-academic-content-research/?utm_source=twitter&utm_content=website
[2] https://education-reimagined.org/conversation-megan-blaising/
[2] https://www.christenseninstitute.org/blog/two-ingredients-for-student-centered-learning-a-flexible-environment-and-caring-adults/
[2] https://www.gettingsmart.com/2019/10/3-school-innovation-insights-that-challenge-common-assumptions/?utm_campaign=coschedule&utm_source=facebook_page&utm_medium=Getting%20Smart&utm_content=3%20School%20Innovation%20Insights%20that%20Challenge%20Common%20Assumptions&fbclid=IwAR3ATmbe59FAWF53GTBdmGamaBGX997dLoqx_jcOUy9mEtU1fcBnPeZxJlc
[2] https://www.gettingsmart.com/2019/10/21st-century-education-student-bill-of-rights/
[2] https://www.gettingsmart.com/2019/10/small-talk-big-benefits-adding-conversations-to-reading-and-everyday-moments/
[2] https://www.gettingsmart.com/2019/10/the-3-preconditions-of-pbl/
[2] http://d.tech/
[2] https://www.smartbrief.com/original/2019/09/support-teachers-better-building-capacity?fbclid=IwAR2X_t3JuyglhPFEDphaasGOwUxytYyzYJyfS8Ueb5xKQY6QOiMrOrT5neQ
[2] https://catlintucker.com/2019/10/student-agency-demonstrate-their-learning/

Top Domains
Top Domains in Tweet in Entire Graph:
[214] catlintucker.com
[195] twitter.com
[63] youtube.com
[55] blogspot.com
[48] tes.com
[47] edutopia.org
[45] co.uk
[45] cultofpedagogy.com
[43] thepaperlesstrail.com
[43] kqed.org

Top Domains in Tweet in G1:
[30] twitter.com
[30] edutopia.org
[20] edsurge.com
[18] mzteachuh.org
[14] definedstem.com
[14] blogspot.com
[13] teacheridea.com
[10] shakeuplearning.com
[10] twinybots.ch
[9] buncee.com

Top Domains in Tweet in G2:
[36] twitter.com
[23] tes.com
[14] apple.com
[12] co.uk
[11] google.com
[11] youtube.com
[8] tcea.org
[7] hmhco.com
[6] linkedin.com
[6] catlintucker.com

Top Domains in Tweet in G3:
[195] catlintucker.com
[3] hechingerreport.org
[3] paper.li
[2] physics-astronomy.org
[2] kqed.org
[1] vlacs.org
[1] educatorstechnology.com
[1] teachthought.com
[1] cnn.com
[1] cultofpedagogy.com

Top Domains in Tweet in G4:
[16] kqed.org
[5] berkeley.edu
[4] edweek.org
[2] edutopia.org
[2] edsurge.com
[2] twitter.com
[1] seattletimes.com
[1] erikson.edu
[1] gfletchy.com
[1] youtube.com

Top Domains in Tweet in G5:
[8] amazon.com
[8] edhacked.com
[1] blogspot.com

Top Domains in Tweet in G6:
[2] catlintucker.com
[1] twitter.com
[1] chalkbeat.org
[1] freecodecamp.org

Top Domains in Tweet in G7:
[1] doodleeducation.com

Top Domains in Tweet in G8:
[5] twitter.com
[4] blogspot.com
[3] weareteachers.com
[2] wakelet.com
[1] google.com
[1] edutopia.org
[1] kqed.org
[1] learningscientists.org
[1] catlintucker.com
[1] chrmbook.com

Top Domains in Tweet in G9:
[39] cultofpedagogy.com
[10] elisabethbostwick.com
[6] twitter.com
[5] retrievalpractice.org
[1] catlintucker.com
[1] digitalpromise.org
[1] thecornerstoneforteachers.com
[1] ascd.org
[1] vai.org
[1] mailchi.mp

Top Domains in Tweet in G10:
[11] gettingsmart.com
[7] education-reimagined.org
[5] studentsatthecenterhub.org
[4] knowledgeworks.org
[3] christenseninstitute.org
[3] competencyworks.org
[3] smartbrief.com
[2] d.tech
[2] twitter.com
[2] catlintucker.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3241] edchat
[518] edtech
[451] education
[211] teachers
[195] ukedchat
[143] k12
[130] teaching
[123] agency
[108] educhat
[106] stem



Top Hashtags in Tweet in G1:
[418] edchat
[167] edtech
[115] education
[56] k12
[36] stem
[34] ntchat
[26] tlap
[26] elemchat
[24] thatonekid
[24] mathchat

Top Hashtags in Tweet in G2:
[414] edchat
[91] edtech
[79] education
[59] teachers
[43] ukedchat
[37] teaching
[28] edtechchat
[27] edu
[27] pbl
[26] teach

Top Hashtags in Tweet in G3:
[207] edchat
[116] agency
[24] edchateu
[24] africaed
[14] caedchat
[10] edtech
[9] tosachat
[4] personalizedlearning
[4] learning
[3] blendedlearning

Top Hashtags in Tweet in G4:
[48] edchat
[23] art
[16] teachers
[13] history
[8] grcfair
[7] behavior
[7] principals
[7] leadership
[6] artsintegration
[6] 2e

Top Hashtags in Tweet in G5:
[28] edchat
[16] education
[9] k12
[7] stem
[6] teachingideas
[6] earlyed
[6] susancolton
[5] stemeducation
[5] earlyyears
[4] elemchat

Top Hashtags in Tweet in G6:
[147] edchat
[3] nctevillage
[2] moocs
[2] art
[2] design
[2] leadership
[2] agency
[1] students
[1] teachers
[1] educators

Top Hashtags in Tweet in G7:
[1] teacher5oclockclub
[1] teacherwellbeing
[1] education
[1] edchat
[1] teachmeet

Top Hashtags in Tweet in G8:
[60] edchat
[16] tlap
[15] leadlap
[14] kidsdeserveit
[13] ok2ask
[11] betheone
[10] joyfulleaders
[9] educhat
[8] bekindedu
[8] relentless

Top Hashtags in Tweet in G9:
[57] edchat
[20] crosscurricular
[19] elachat
[17] teaching
[13] pedagogy
[10] joyfulleaders
[9] leadupchat
[8] powerfulteaching
[7] education
[7] onedropofkindness

Top Hashtags in Tweet in G10:
[56] edchat
[13] edreimagined
[7] personalizedlearning
[5] educoach
[5] students
[4] blinaction
[4] blendedlearning
[4] k12
[3] rethinkhighschool
[3] innovation

Top Words
Top Words in Tweet in Entire Graph:
[4283] Words in Sentiment List#1: Positive
[1064] Words in Sentiment List#2: Negative
[14] Words in Sentiment List#3: Angry/Violent
[110429] Non-categorized Words
[115780] Total Words
[3242] #edchat
[936] students
[657] learning
[519] #edtech
[517] s

Top Words in Tweet in G1:
[418] #edchat
[167] #edtech
[115] #education
[71] teachers
[67] students
[61] learning
[56] #k12
[55] here
[55] kids
[54] new

Top Words in Tweet in G2:
[414] #edchat
[91] #edtech
[79] #education
[59] #teachers
[51] students
[43] #ukedchat
[40] school
[37] #teaching
[35] learning
[31] teachers

Top Words in Tweet in G3:
[207] #edchat
[205] students
[205] learning
[199] student
[195] agency
[195] want
[195] create
[195] demonstrate
[189] catlin_tucker
[116] #agency

Top Words in Tweet in G4:
[172] mindshiftkqed
[88] students
[75] using
[75] sentence
[75] stems
[75] scaffold
[75] classroom
[75] discussions
[75] guide
[75] speak

Top Words in Tweet in G5:
[139] justintarte
[108] change
[108] behaviors
[87] calling
[87] emailing
[87] home
[87] communicate
[87] parents
[87] remember
[87] talking

Top Words in Tweet in G6:
[148] students
[147] #edchat
[138] need
[136] message
[135] loudlearning
[5] parents
[5] dad
[4] make
[4] school
[4] s

Top Words in Tweet in G7:
[141] s
[141] mid
[141] week
[141] raffle
[141] retweet
[141] chance
[141] win
[141] five
[141] class
[141] mark

Top Words in Tweet in G8:
[60] #edchat
[40] during
[36] change
[35] nowakro
[27] fixingeducation
[25] 8
[24] 7
[24] teacher
[23] sleep
[22] school

Top Words in Tweet in G9:
[57] #edchat
[43] cultofpedagogy
[31] teach
[20] #crosscurricular
[19] #elachat
[18] text
[18] structures
[18] everyone
[18] wins
[17] #teaching

Top Words in Tweet in G10:
[56] #edchat
[23] learner
[21] centered
[21] learning
[20] education
[18] t
[17] edreimagined
[16] student
[14] isn
[13] school

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[216] student,agency
[215] students,want
[213] demonstrate,learning
[212] agency,students
[212] want,create
[212] create,demonstrate
[196] #edtech,#edchat
[195] catlin_tucker,student
[192] learning,#edchat
[185] #edchat,#edtech

Top Word Pairs in Tweet in G1:
[59] #edchat,#edtech
[55] #edtech,#edchat
[38] check,out
[24] #edchat,#thatonekid
[22] #education,#edchat
[22] #edchat,#education
[21] here,clip
[21] clip,last
[21] last,podcast
[21] podcast,apologizing

Top Word Pairs in Tweet in G2:
[44] #edchat,#edtech
[30] #edtech,#edchat
[24] #edtech,#education
[23] #teaching,#teachers
[22] #teachers,#teach
[21] download,ultimate
[21] ultimate,p4c
[21] p4c,philosophy
[21] philosophy,children
[21] children,resource

Top Word Pairs in Tweet in G3:
[195] student,agency
[195] agency,students
[195] students,want
[195] want,create
[195] create,demonstrate
[195] demonstrate,learning
[179] catlin_tucker,student
[172] learning,#edchat
[116] #edchat,#agency
[113] #agency,#

Top Word Pairs in Tweet in G4:
[75] using,sentence
[75] sentence,stems
[75] stems,scaffold
[75] scaffold,classroom
[75] classroom,discussions
[75] discussions,guide
[75] guide,students
[75] students,speak
[75] speak,actively
[75] actively,listen

Top Word Pairs in Tweet in G5:
[87] calling,emailing
[87] emailing,home
[87] home,communicate
[87] communicate,parents
[87] parents,remember
[87] remember,talking
[87] talking,pride
[87] pride,joy
[86] justintarte,calling
[86] joy,perh

Top Word Pairs in Tweet in G6:
[136] students,need
[136] need,message
[136] message,#edchat
[135] loudlearning,students
[4] played,smashing
[4] smashing,pumpkins
[4] pumpkins,during
[4] during,computer
[4] computer,science
[4] science,class

Top Word Pairs in Tweet in G7:
[141] s,mid
[141] mid,week
[141] week,raffle
[141] raffle,retweet
[141] retweet,chance
[141] chance,win
[141] win,five
[141] five,class
[141] class,mark
[141] mark,pads

Top Word Pairs in Tweet in G8:
[18] 7,8
[17] healthy,teacher
[17] teacher,habits
[17] habits,during
[17] during,school
[17] school,year
[17] year,1
[17] 1,enough
[17] enough,sleep
[17] sleep,7

Top Word Pairs in Tweet in G9:
[20] #edchat,#crosscurricular
[18] teach,text
[18] text,structures
[18] structures,everyone
[18] everyone,wins
[18] wins,#edchat
[18] #crosscurricular,#elachat
[17] cultofpedagogy,teach
[17] #elachat,#deeperlearn
[13] improving,way

Top Word Pairs in Tweet in G10:
[16] learner,centered
[14] isn,t
[11] #edreimagined,#edchat
[7] centered,education
[7] education,isn
[6] t,conversation
[6] conversation,schools
[6] schools,s
[6] s,conversation
[6] conversation,communities

Top Replied-To
Top Replied-To in Entire Graph:
@teacher2teacher
@fixingeducation
@mraspinall
@bankstreetedu
@gregsederberg
@thewrightleader
@aisrmikem
@commonlit
@jessicameacham
@niallalcock

Top Replied-To in G1:
@thewrightleader
@jessicameacham
@bunceebryan
@mrnunesteach
@philippulley

Top Replied-To in G6:
@emilyfranesl
@mainelymiddle

Top Replied-To in G8:
@fixingeducation
@gregsederberg
@bannicks
@teacher2teacher
@myprofectum

Top Replied-To in G9:
@cultofpedagogy

Top Mentioned
Top Mentioned in Entire Graph:
@catlin_tucker
@mindshiftkqed
@justintarte
@doodle_ed
@loudlearning
@selearningedu
@cultofpedagogy
@nowakro
@wes_kieschnick
@e_sheninger

Top Mentioned in G1:
@brianmendler
@rdene915
@edutopia
@jmattmiller
@edsurge
@edulastic
@definedstem
@buncee
@tommyspall
@wevideo

Top Mentioned in G2:
@mradampe
@mr_rowlandson
@noapp4pedagogy
@techchef4u
@tedxnorwiched
@epraiseuk

Top Mentioned in G3:
@catlin_tucker
@curriculumblog
@jlubinsky
@juouelle
@alfiekohn
@21cli
@mindshiftkqed
@stewhud
@massmediacc
@vibrantburgh

Top Mentioned in G4:
@mindshiftkqed
@marissawriter
@grcfair
@npr_ed
@greatergoodsc
@kschwart
@woodard_julie
@cinehead
@edutopia
@uchicagouei

Top Mentioned in G5:
@justintarte
@edhacked
@susancolton2
@mindshiftkqed
@gcu
@educause
@gcu_coe
@gcu_facultydev
@gcu_today
@shakeuplearning

Top Mentioned in G6:
@loudlearning
@rmbyrne
@amgonza
@emilyfranesl
@catlin_tucker
@mindshiftkqed
@mainelymiddle
@justintarte
@nicholaskgarvin
@tommyspall

Top Mentioned in G7:
@doodle_ed

Top Mentioned in G8:
@nowakro
@fixingeducation
@wadestanford
@sflok2ask
@learncanola
@supermanduffy
@bowerkm
@punkclassrooms
@mearnshaw158
@drcaligrit

Top Mentioned in G9:
@cultofpedagogy
@profjeffries
@retrievelearn
@hansnappel
@jennifermappel
@elisabostwick
@angelamaiers
@poojaagarwal
@jeffreykubiak
@shelbydenhof

Top Mentioned in G10:
@edreimagined
@nacol
@knowledgeworks
@christenseninst
@getting_smart
@chelseawaite
@davidpblross
@edpersonalized
@competencyworks
@institute4pl

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@raymond_norman
@independent
@startupsbot
@chidambara09
@linda_u_w_a
@lynch39083
@eraser
@sws_edu
@huffpost

Top Tweeters in G1:
@lynch39083
@juandoming
@whirledcitizen_
@bar_zie
@radznanda
@forbes
@mzteachuh
@shellterrell
@gdorn1
@erobbprincipal

Top Tweeters in G2:
@situationalcomm
@mrhappy4870
@educatormaguk
@lookforsun
@iconohash
@totaltutor
@vizworld
@rs_re_p4c_uk
@markjwestpfahl
@mcleod

Top Tweeters in G3:
@techninjatodd
@wickeddecent
@tastenspieler
@tarafarah7
@curriculumblog
@thebradcurrie
@mcguirp
@joe_mazza
@kylepace
@jennifernking

Top Tweeters in G4:
@seattletimes
@maperez324
@downsynadvocacy
@mia_anika_
@anna_kaya
@grammasheri
@bonillal1
@speechtherapist
@ancarrillo964
@tlsaloranta

Top Tweeters in G5:
@durff
@justintarte
@ken_mar7
@sharonplus4
@jenniferagates
@srothschild1
@edhacked
@_reem_alkaabi
@forusfive
@ajg_cp36

Top Tweeters in G6:
@larryferlazzo
@josiegl
@rmbyrne
@principalogg
@emilyfranesl
@gottagetthepic
@kindacool_ap
@allisonbreann12
@ashleygilion
@lisagloverlove1

Top Tweeters in G7:
@eenalol
@twoshotgurl
@rondelle10_b
@mrefinch
@missradders
@lovepookiecat
@doodle_ed
@talouis
@abicass1
@dizzleeducation

Top Tweeters in G8:
@lowellroemer
@tonnet
@writingrobot
@jeremydbond
@wadestanford
@disruptedtv
@ladyelenauk
@teachnorthtexas
@lrobbteacher
@nowakro

Top Tweeters in G9:
@vievararosel
@marcelocoli
@gcouros
@angelamaiers
@taramartinedu
@bethhill2829
@kidadaewilliams
@melanie_korach
@jesslahey
@ethical_leader

Top Tweeters in G10:
@nazarethno1fan
@brookingsinst
@wgbhnews
@getting_smart
@ziegeran
@studysync
@tina_p
@smartbrief
@bbray27
@aspasiaangelou


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