edchat, Twitter, 12/24/2018 4:16:53 PM, 179584


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edchat_2018-12-24_07-54-10.xlsx
edchat_2018-12-24_07-54-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 24, 2018
Short Description:
edchat via NodeXL http://bit.ly/2Cxno2A
@mindshiftkqed
@edgametec
@davidgeurin
@brianmendler
@nowakro
@erik_youngman
@cultofpedagogy
@rdene915
@kathleenodean
@esljaana

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

Description:
Description
The graph represents a network of 2,752 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, 24 December 2018 at 15:55 UTC.

The requested start date was Monday, 24 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, 1-hour, 48-minute period from Monday, 10 December 2018 at 10:33 UTC to Sunday, 23 December 2018 at 12:21 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 : 2752
Unique Edges : 3039
Edges With Duplicates : 1418
Total Edges : 4457
Number of Edge Types : 3
Mentions : 3256
Tweet : 1175
Replies to : 26
Self-Loops : 1175
Reciprocated Vertex Pair Ratio : 0.0155547874179053
Reciprocated Edge Ratio : 0.0306330837304289
Connected Components : 379
Single-Vertex Connected Components : 121
Maximum Vertices in a Connected Component : 1696
Maximum Edges in a Connected Component : 3167
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.20148
Graph Density : 0.00038807241341415
Modularity : 0.651703
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[29] https://www.tes.com/teaching-resource/the-ultimate-p4c-resource-pack-philosophy-for-children-11586087
[27] http://www.cultofpedagogy.com/chat-stations/
[20] http://e-learning-teleformacion.blogspot.com/2018/12/multimedia-and-interaction-strategies.html
[14] 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
[13] http://www.donorschoose.org/mrsmaiolo
[12] http://paper.li/AriesCobb/1397995931
[11] https://www.tes.com/teaching-resource/complete-pack-revision-sessions-x20-aqa-psychology-as-a2-ks5-revise-11882606
[10] http://therobbreviewblog.com/
[9] https://www.crowdfrica.org/givingtuesday
[9] https://www.cultofpedagogy.com/online-images/

Top URLs in Tweet in G1:
[3] https://catlintucker.com/2016/07/englishtechtools/
[2] https://twitter.com/ILAToday/status/1074098783036702720
[2] https://www.kqed.org/mindshift/51411/how-decisions-architects-made-a-century-ago-affect-learning-today
[2] https://www.kqed.org/mindshift/50849/why-its-time-to-rethink-school-science-fairs
[2] https://catlintucker.com/2015/09/3-websites-where-you-can-find-complex-informational-texts/
[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://www.theatlantic.com/magazine/archive/2014/04/hey-parents-leave-those-kids-alone/358631/
[2] https://www.wsj.com/articles/no-homework-its-the-new-thing-in-u-s-schools-11544610600?mod=flipboard

Top URLs in Tweet in G2:
[29] https://www.tes.com/teaching-resource/the-ultimate-p4c-resource-pack-philosophy-for-children-11586087
[12] http://paper.li/AriesCobb/1397995931
[11] https://www.tes.com/teaching-resource/complete-pack-revision-sessions-x20-aqa-psychology-as-a2-ks5-revise-11882606
[9] https://www.crowdfrica.org/givingtuesday
[6] http://www.teenagewhisperer.co.uk/flying-words-listening-to-hear/
[5] http://simulasidigital-muchamadekisa.blogspot.com
[5] https://whatiseducationhq.com/articles/chapter-3-the-anatomy-of-respect/
[3] https://www.tes.com/teaching-resou
[3] http://www.thepaperlesstrail.com/2016/11/02/coding-and-robotics-using-birdbraintech-hummingbird/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://www.emergingedtech.com/2018/12/exploring-digital-wellness/

Top URLs in Tweet in G3:
[3] https://mjbromleyblog.wordpress.com/blog/
[3] students
[2] 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
[2] http://blog.fullfabric.com/5-unforgettable-university-christmas-marketing-campaigns?utm_campaign=Convert
[2] https://www.teacherspayteachers.com/Product/Advanced-Phonics-Word-and-Sentence-Review-Game-for-Fluency-and-Accuracy-4255162
[2] https://studyinternational.com/news/fine-students-house-parties/
[1] https://www.pscp.tv/w/bt5OVjFYSmprUmdkR1lLTHl8MUJSS2pYb3pFWndKd8Vnz5iHvj0atlI06BFBx3xtbwKFxyhFXbeje0spzUYg
[1] https://twitter.com/smerrill777/status/1071094852455026689
[1] https://www.pickeronline.com/nagpur/home-tutors
[1] https://interactivescientific.com/2018/12/11/frankincense-molecules-christmas/

Top URLs in Tweet in G4:
[6] http://www.davidgeurin.com/2018/12/5-thoughts-to-improve-your-mental.html?m=1
[2] https://www.davidgeurin.com/2018/12/what-would-happen-if-you-werent.html
[2] https://www.educationdive.com/news/principals-teachers-have-different-views-on-employee-input/544177/?platform=hootsuite
[1] https://www.ictineducation.org/home-page/7-questions-to-ask-pupils-during-lesson-observation?utm_content=buffer65656&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://goo.gl/j2hCb1
[1] https://www.thomascmurray.com/socialmedia/
[1] https://www.yahoo.com/lifestyle/13-year-old-boy-helps-elderly-man-rain-202919344.html?platform=hootsuite
[1] http://www.edtechupdate.com/edition/daily-advocacy-technology-support-2018-12-17?open-article-id=9437124&article-title=100--bloom-s-taxonomy-verbs-for-critical-thinking&blog-domain=teachthought.com&blog-title=teachthought---learn-better-
[1] https://www.washingtonpost.com/local/md-politics/hogan-proposes-using-19b-in-casino-funds-for-school-construction-over-5-years/2018/12/11/bd772b84-fd5b-11e8-83c0-b06139e540e5_story.html?utm_term=.44e0da11b85d&wpisrc=nl_sb_smartbrief
[1] http://edhq.co/2Pv4IU1

Top URLs in Tweet in G5:
[20] http://e-learning-teleformacion.blogspot.com/2018/12/multimedia-and-interaction-strategies.html
[8] https://www.cloudlessons.net/
[7] http://e-learning-teleformacion.blogspot.com/2018/09/3d-printing-and-its-potential-to-change.html
[6] http://e-learning-teleformacion.blogspot.com/2018/09/v-17-n-1-2018-revista-brasileira-de.html
[5] http://e-learning-teleformacion.blogspot.com/2018/12/la-universidad-espanola-en-cifras.html
[5] http://e-learning-teleformacion.blogspot.com/2018/09/simulations-in-e-learning-decoded-what.html
[4] http://e-learning-teleformacion.blogspot.com/2018/11/gaming-classroom-art-and-science-of-gbl.html
[4] http://e-learning-teleformacion.blogspot.com/2018/03/resumen-informe-horizon-edicion-2017.html
[4] https://elearn.lifelearners.ng/practice-test/
[3] http://e-learning-teleformacion.blogspot.com/2018/12/how-to-save-world-with-elearning.html

Top URLs in Tweet in G6:
[5] http://gettingsmart.com/categories/learning/
[4] http://www.teachthought.com/
[4] https://www.thetechedvocate.org/differentiating-instruction-for-digital-learners/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://techhelpful.blogspot.com/2018/12/what-is-cheating-in-digital-age.html
[3] https://www.npr.org/templates/story/story.php?storyId=657895964&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[3] https://www.thezenteacher.com/blog/the-self-care-starter-kit-extreme-makeover-edition
[3] http://www.shakeuplearning.com/chrome-database/
[2] https://www.etsy.com/listing/607985504/classroom-words-vinyl-classroom-subjects
[2] http://geiendorsed.com/blog/curriculum/write-more-write-better-write-more-better/
[2] https://www.gettingsmart.com/2018/12/helping-every-learner-identify-as-a-math-person/

Top URLs in Tweet in G7:
[1] https://www.leaderinme.org/blog/aces/
[1] https://twitter.com/TheLeaderinMe/status/1069750235872735232
[1] https://www.leaderinme.org/blog/positive-school-culture/
[1] https://twitter.com/steelethoughts/status/1073773668382228481
[1] https://www.listennotes.com/to/BysLWmN3iI2

Top URLs in Tweet in G8:
[1] https://www.edutopia.org/article/power-being-seen
[1] https://www.nytimes.com/2018/11/27/well/family/the-fallacy-of-the-i-turned-out-fine-argument.html

Top URLs in Tweet in G9:
[5] https://www.edsurge.com/news/2018-12-18-the-greatest-enemy-of-creativity-in-schools-isn-t-testing-it-s-time?utm_content=bufferc829a&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[2] https://www.edsurge.com/news/2016-11-01-3-tips-for-developing-and-assessing-soft-skills-first-take-off-your-emotional-armor?utm_content=buffer5437e&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[2] https://www.edsurge.com/news/2018-12-03-8-great-ways-to-enhance-retention-infographic?utm_content=bufferd3fb9&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[2] https://teacher.gogokid.com/?utm_content=buffer37ecf&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[2] https://worlds-of-learning.com/2017/12/31/top-ten-makerspace-favorites-of-2017/
[1] http://bit.ly/2UVKzdM
[1] http://bit.ly/2QlXB5H
[1] http://bit.ly/2QkMQRc
[1] http://bit.ly/2Qtkc0o
[1] http://bit.ly/2PFsOMd

Top URLs in Tweet in G10:
[5] https://www.edutopia.org/article/welcoming-students-smile
[4] http://www.edutopia.org/discussion/our-grading-system-fair
[4] https://www.edutopia.org/article/effective-technology-use-math-class
[2] http://teaching.monster.com/benefits/articles/4276-10-ideas-for-teaching-on-the-last-day-of-school
[2] https://amp.edutopia.org/article/2018-education-research-highlights?utm_medium=socialflow&utm_source=facebook&__twitter_impression=true
[2] https://www.edutopia.org/article/anatomy-school-bullying-stephen-merrill
[1] https://theconversation.com/how-physical-activity-in-australian-schools-can-help-prevent-depression-in-young-people-107889
[1] https://www.edutopia.org/blog/turning-summer-reading-loss-learning-gain-terry-heick
[1] https://www.edutopia.org/article/playing-students-strengths
[1] https://www.edutopia.org/article/11-research-based-classroom-management-strategies

Top Domains
Top Domains in Tweet in Entire Graph:
[118] blogspot.com
[116] twitter.com
[92] co.uk
[55] tes.com
[50] cultofpedagogy.com
[44] ow.ly
[34] youtube.com
[31] thepaperlesstrail.com
[30] edutopia.org
[29] bit.ly

Top Domains in Tweet in G1:
[29] ow.ly
[13] kqed.org
[12] owl.li
[11] catlintucker.com
[6] twitter.com
[3] wsj.com
[2] theatlantic.com
[1] weebly.com
[1] chalkbeat.org
[1] geiendorsed.com

Top Domains in Tweet in G2:
[50] tes.com
[31] thepaperlesstrail.com
[22] scientificamerican.com
[20] co.uk
[19] blogspot.com
[16] newscientist.com
[16] twitter.com
[12] paper.li
[11] geiendorsed.com
[11] freetech4teachers.com

Top Domains in Tweet in G3:
[17] twitter.com
[10] co.uk
[7] wordpress.com
[4] careerarc.com
[4] teacherspayteachers.com
[4] feedblitz.com
[4] tumblr.com
[3] schudio.com
[3] fullfabric.com
[3] youtube.com

Top Domains in Tweet in G4:
[8] davidgeurin.com
[2] educationdive.com
[1] ictineducation.org
[1] goo.gl
[1] thomascmurray.com
[1] yahoo.com
[1] edtechupdate.com
[1] washingtonpost.com
[1] edhq.co
[1] linkedin.com

Top Domains in Tweet in G5:
[88] blogspot.com
[11] teacheridea.com
[8] cloudlessons.net
[5] lifelearners.ng
[5] msft.social
[4] snip.ly
[3] elearningworld.eu
[2] buff.ly
[2] withgoogle.com
[2] grammarflip.com

Top Domains in Tweet in G6:
[15] twitter.com
[10] gettingsmart.com
[9] eschoolnews.com
[7] shakeuplearning.com
[5] geiendorsed.com
[5] ow.ly
[5] thetechedvocate.org
[4] teachthought.com
[3] blogspot.com
[3] npr.org

Top Domains in Tweet in G7:
[2] leaderinme.org
[2] twitter.com
[1] listennotes.com

Top Domains in Tweet in G8:
[1] edutopia.org
[1] nytimes.com

Top Domains in Tweet in G9:
[17] edsurge.com
[6] bit.ly
[3] thejournal.com
[2] gogokid.com
[2] worlds-of-learning.com
[2] twitter.com
[1] mattharrisedd.com
[1] cosn.org
[1] meesterkurt.be
[1] amon.to

Top Domains in Tweet in G10:
[22] edutopia.org
[5] twitter.com
[2] theconversation.com
[2] monster.com
[1] stevewyborney.com
[1] bit.ly
[1] raconteur.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2091] edchat
[528] edtech
[387] education
[185] teachers
[145] ukedchat
[123] k12
[122] elearning
[104] teaching
[73] educhat
[71] edu



Top Hashtags in Tweet in G1:
[100] edchat
[21] parents
[17] play
[16] parenting
[14] empathy
[13] teachchat
[10] sketchnote
[9] adminchat
[8] teaching
[8] cpchat

Top Hashtags in Tweet in G2:
[420] edchat
[126] edtech
[115] education
[67] ukedchat
[50] teachers
[41] tes
[34] edu
[33] teaching
[29] p4c
[27] pbl

Top Hashtags in Tweet in G3:
[172] edchat
[36] edtech
[25] education
[22] teachers
[19] teaching
[15] ukedchat
[10] classroom
[8] christmas
[8] sltchat
[7] esl

Top Hashtags in Tweet in G4:
[40] edchat
[12] suptchat
[11] futuredriven
[11] leadupchat
[10] education
[9] satchat
[5] joyfulleaders
[3] thanksgiving
[2] mindset
[2] nysmbk

Top Hashtags in Tweet in G5:
[118] edchat
[110] edtech
[66] elearning
[44] education
[43] mlearning
[36] digitaltransformation
[29] tech
[27] educación
[25] technology
[18] infographic

Top Hashtags in Tweet in G6:
[100] edchat
[51] edtech
[46] education
[40] k12
[17] learning
[16] stem
[11] leadership
[10] educhat
[9] futureoflearning
[8] ai

Top Hashtags in Tweet in G7:
[13] edchat
[8] thatonekid
[8] kidsdeserveit
[2] k12
[1] usequestions
[1] truth
[1] tlim
[1] aces
[1] sel
[1] educationforall

Top Hashtags in Tweet in G8:
[21] edchat
[8] education
[4] deeperlearning
[2] pblchat
[2] stemed
[1] edpolicy
[1] edreform
[1] parenting
[1] edleadership
[1] medfieldpln

Top Hashtags in Tweet in G9:
[44] edchat
[11] edtech
[9] k12
[9] edtechchat
[6] boldschool
[5] elearning
[5] appleeduchat
[4] kidsdeserveit
[3] education
[3] iste19

Top Hashtags in Tweet in G10:
[36] edchat
[6] mtbos
[6] iteachmath
[5] teachertips
[5] climateandculture
[4] mathchat
[4] edtech
[3] aussieed
[1] teachertalk
[1] assessment

Top Words
Top Words in Tweet in Entire Graph:
[3512] Words in Sentiment List#1: Positive
[1026] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[75275] Non-categorized Words
[79814] Total Words
[2097] edchat
[544] edtech
[540] education
[499] students
[421] teachers

Top Words in Tweet in G1:
[303] mindshiftkqed
[100] edchat
[84] up
[71] students
[58] children
[55] read
[51] reading
[51] math
[50] academ
[48] both

Top Words in Tweet in G2:
[420] edchat
[134] education
[126] edtech
[81] teachers
[65] ukedchat
[58] p4c
[53] philosophy
[49] students
[44] teaching
[42] download

Top Words in Tweet in G3:
[172] edchat
[39] edtech
[38] education
[34] teachers
[32] christmas
[28] more
[26] teaching
[24] out
[20] here
[19] school

Top Words in Tweet in G4:
[102] s
[83] davidgeurin
[74] change
[70] behavior
[66] way
[40] edchat
[38] best
[38] schools
[37] better
[36] toward

Top Words in Tweet in G5:
[118] edchat
[117] edtech
[73] elearning
[52] eraser
[48] education
[46] learning
[43] mlearning
[40] educación
[36] digitaltransformation
[33] e

Top Words in Tweet in G6:
[100] edchat
[55] education
[51] edtech
[41] learning
[40] k12
[17] school
[17] teaching
[16] stem
[14] students
[14] teachers

Top Words in Tweet in G7:
[87] brianmendler
[66] 1
[66] 2
[57] kids
[44] five
[42] fave
[37] behavior
[36] questions
[36] ok
[35] 3

Top Words in Tweet in G8:
[57] loudlearning
[48] need
[44] students
[29] teacher
[27] grades
[27] believe
[26] one
[26] never
[25] more
[24] good

Top Words in Tweet in G9:
[44] edchat
[24] edsurge
[13] teacher
[12] student
[11] edtech
[11] education
[10] s
[9] k12
[9] assessment
[9] one

Top Words in Tweet in G10:
[36] edchat
[24] edutopia
[12] students
[9] play
[9] read
[9] teachers
[9] student
[8] strategies
[8] out
[8] literacy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[193] edtech,edchat
[144] edchat,edtech
[113] edchat,education
[103] check,out
[99] education,edchat
[69] edtech,education
[53] book,giveaway
[53] follow,retweet
[49] teachers,librarians
[49] need,more

Top Word Pairs in Tweet in G1:
[46] reading,aloud
[46] aloud,older
[46] older,children
[46] children,even
[46] even,up
[46] up,age
[46] age,14
[46] 14,comfortably
[46] comfortably,read
[46] read,themselves

Top Word Pairs in Tweet in G2:
[51] edtech,education
[43] edchat,edtech
[40] education,edchat
[34] edtech,edchat
[29] download,ultimate
[29] ultimate,p4c
[29] p4c,philosophy
[29] philosophy,children
[29] children,resource
[29] resource,pack

Top Word Pairs in Tweet in G3:
[23] edtech,edchat
[13] check,out
[12] edchat,teachers
[9] teachers,teaching
[7] education,edchat
[6] ukedchat,edchat
[6] teaching,classroom
[5] edchat,education
[5] eal,esl
[5] esl,edchat

Top Word Pairs in Tweet in G4:
[35] quickest,way
[35] way,change
[35] change,another
[35] another,person
[35] person,s
[35] s,behavior
[35] behavior,change
[35] change,behavior
[35] behavior,toward
[35] toward,hearts

Top Word Pairs in Tweet in G5:
[84] edtech,edchat
[39] elearning,mlearning
[27] e,learning
[20] multimedia,interaction
[20] interaction,strategies
[20] strategies,e
[20] learning,slideshare
[20] slideshare,jbidarra
[19] jbidarra,elearning
[17] edchat,digitaltransformation

Top Word Pairs in Tweet in G6:
[12] edtech,edchat
[11] edchat,edtech
[9] knowledge,transfer
[9] edtech,learning
[9] edchat,education
[7] education,edchat
[7] edchat,k12
[7] k12,edchat
[7] edtech,stem
[6] ai,hi

Top Word Pairs in Tweet in G7:
[42] five,fave
[41] brianmendler,five
[34] questions,inappropriate
[34] inappropriate,behavior
[34] behavior,1
[34] 1,think
[34] think,ok
[34] ok,2
[34] 2,u
[34] u,learn

Top Word Pairs in Tweet in G8:
[24] students,never
[24] never,believe
[24] believe,good
[24] good,grades
[24] grades,need
[24] need,more
[24] more,importantly
[24] importantly,need
[24] need,personality
[24] personality,work

Top Word Pairs in Tweet in G9:
[9] edchat,k12
[8] check,out
[7] more,days
[7] days,until
[7] until,worlds
[7] worlds,making
[7] making,top
[7] top,ten
[7] ten,makerspace
[7] makerspace,items

Top Word Pairs in Tweet in G10:
[7] check,out
[7] out,aligned
[7] aligned,post
[7] post,team
[7] team,teachers
[7] teachers,share
[7] share,strategies
[7] strategies,increase
[7] increase,student
[7] student,ownership

Top Replied-To
Top Replied-To in Entire Graph:
@vedajunction
@hexnub
@dawsonfmuniv
@1learner4life
@ccommitment
@robbotresources
@sulejacobs
@kidsdronezone
@socialistvoice
@biscottinicole

Top Replied-To in G1:
@mindshiftkqed

Top Replied-To in G2:
@hexnub
@freebizad
@biscottinicole
@sulejacobs
@robbotresources
@ccommitment
@1learner4life
@dawsonfmuniv
@thecybercop1
@trev_mackenzie

Top Replied-To in G9:
@iste

Top Replied-To in G10:
@cheesemonkeysf
@ilana_horn

Top Mentioned
Top Mentioned in Entire Graph:
@mindshiftkqed
@brianmendler
@davidgeurin
@eraser
@loudlearning
@nowakro
@drmarciatate
@cultofpedagogy
@kathleenodean
@jeffhiseredu

Top Mentioned in G1:
@mindshiftkqed
@lindaflan
@emesfahanismith
@any
@catlin_tucker
@valentinaesl
@kschwart
@woodard_julie
@hechingerreport
@lindaflanagan2

Top Mentioned in G2:
@nick_chater
@tesresources
@jmattmiller
@eraser
@rs_re_p4c_uk
@erik_palmer
@akoonlaba
@ablank1231
@eduappsandmore
@sleepybearjour

Top Mentioned in G3:
@tesolworld
@sjtylr
@fedenapro
@learnpad
@blueappleuk

Top Mentioned in G4:
@davidgeurin
@draalston
@mindshiftkqed
@e_sheninger
@joe_sanfelippo
@thomascmurray
@groupisc
@hmhweihe
@andreagribble
@bobby__dodd

Top Mentioned in G5:
@eraser
@jbidarra
@commonsenseed
@shannonmmiller
@mindshiftkqed
@educaintef
@oratv
@abed_brasil
@danny
@commlabindia

Top Mentioned in G6:
@rdene915
@eschoolnews
@zeid_factor
@buncee
@getting_smart
@biepbl
@geiendorsed
@shakeuplearning
@tvanderark
@froehlichm

Top Mentioned in G7:
@brianmendler
@theleaderinme
@listennotes
@mindshiftkqed

Top Mentioned in G8:
@loudlearning
@tedfujimoto
@davidgeurin
@naturalsoulful1

Top Mentioned in G9:
@edsurge
@wes_kieschnick
@lflemingedu
@cosn
@casas_jimmy
@jeff_zoul
@mindshiftkqed
@vivieducation
@digitaled
@s_bearden

Top Mentioned in G10:
@edutopia
@achievethecore
@kandiceroethler
@baldroberts
@curricleader
@mindshiftkqed
@ncte
@conversationedu
@ajcanle
@fdesignschool

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

Top Tweeters in G1:
@wsj
@stressfreekids
@dandc
@npr
@nytopinion
@davidwees
@aiaddysonzhang
@hmason36
@jesslahey
@eileenmburns

Top Tweeters in G2:
@edgametec
@alicekeeler
@caring_mobile
@nick_chater
@yamatho2
@raesnape
@theatlantic
@dropoutnation
@freebizad
@ictmagic

Top Tweeters in G3:
@infopronetwork
@nailaj
@educatormaguk
@tastenspieler
@principalogg
@moorejh
@noboxtospeakof
@baielala
@kerszi
@kellyrexine

Top Tweeters in G4:
@trickadlington
@thomascmurray
@e_sheninger
@davidgeurin
@michelecorbat
@joe_sanfelippo
@asael_ruvalcaba
@metcedplus
@lcarterdas
@steve_basnight

Top Tweeters in G5:
@sectest9
@eraser
@chidambara09
@maperez324
@shannonmmiller
@scalarhumanity
@teachermarija
@diegogg
@eveweb
@thetechnologytm

Top Tweeters in G6:
@advocatefored
@satisphactionio
@pammoran
@smgaillard
@rdene915
@sarahdateechur
@eytalking
@shakeuplearning
@markbarnes19
@buncee

Top Tweeters in G7:
@anjel2569
@goldenapplefoun
@aricthomas1
@susanblowey
@principalsjv
@mccracken63
@forkemup
@fortkampbre
@jenniferdelorge
@tjparrish28

Top Tweeters in G8:
@grahamlawler
@kindacool_ap
@romdhanifaten
@tedfujimoto
@nat_vaughn
@fullbloodapache
@millerbev
@oak_hill_usc
@deb_lipman
@mshand1

Top Tweeters in G9:
@riyadhalrifai
@mgcjusa
@s_bearden
@edsurge
@casas_jimmy
@lflemingedu
@azhsprin
@teachfromhere
@jeff_zoul
@mrnavas

Top Tweeters in G10:
@ncte
@conversationedu
@edutopia
@annadebartolo2
@cheesemonkeysf
@iteachmathall
@ilana_horn
@raconteur
@stevewyborney
@msalambert