educhat, Twitter, 4/8/2019 5:00:35 PM, 193031


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educhat_2019-04-08_07-16-01.xlsx
educhat_2019-04-08_07-16-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 08, 2019
Short Description:
educhat via NodeXL http://bit.ly/2UJHWP5
@lisaromanoedu
@rdene915
@edgametec
@bkulak11
@tanellclassroom
@jc_james_clark
@uftunityfails
@educre8ive
@theisabellaliu
@nycschoois

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

Description:
Description
The graph represents a network of 2,731 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 Monday, 08 April 2019 at 14:16 UTC.

The requested start date was Monday, 08 April 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, 38-minute period from Monday, 25 March 2019 at 00:22 UTC to Monday, 08 April 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 : 2731
Unique Edges : 3128
Edges With Duplicates : 1806
Total Edges : 4934
Number of Edge Types : 3
Mentions : 3747
Replies to : 68
Tweet : 1119
Self-Loops : 1119
Reciprocated Vertex Pair Ratio : 0.0414473684210526
Reciprocated Edge Ratio : 0.0795957043588124
Connected Components : 423
Single-Vertex Connected Components : 198
Maximum Vertices in a Connected Component : 1465
Maximum Edges in a Connected Component : 3059
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.955899
Graph Density : 0.000424645536326239
Modularity : 0.619596
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[63] https://www.rdene915.com/
[25] https://www.gettingsmart.com/2019/03/assistive-technology-finding-the-right-resources-for-all-students/
[25] http://simulasidigital-muchamadekisa.blogspot.com/
[24] https://medium.com/me/stories/public
[24] https://www.youtube.com/watch?v=mFpGg2p64Kc

[22] http://web-muchamadekisa.blogspot.com/
[21] https://www.npr.org/2019/03/29/706870203/why-harvard-yale-and-stanford-may-not-be-the-best-colleges
[18] http://simulasidigital-muchamadekisa.blogspot.com
[15] https://www.edumatchpublishing.com/the-edupreneur-copy-1
[14] https://www.insidehighered.com/admissions/article/2019/04/01/more-colleges-go-test-optional-admissions

Top URLs in Tweet in G1:
[1] https://twitter.com/rdene915/status/1109863552423211008
[1] https://twitter.com/bstulberg/status/1111286051299983360

Top URLs in Tweet in G2:
[60] https://www.rdene915.com/
[24] https://medium.com/me/stories/public
[23] https://www.gettingsmart.com/2019/03/assistive-technology-finding-the-right-resources-for-all-students/
[15] https://www.edumatchpublishing.com/the-edupreneur-copy-1
[6] https://www.amazon.com/Other-Words-Quotes-that-Thinking-ebook/dp/B07Q4LQQPF/ref=sr_1_1?keywords=rachelle+poth&qid=1554173161&s=digital-text&sr=1-1-spell
[5] http://rdene915.com/2019/03/19/parentsquare-opening-doors-to-better-communication/
[5] https://www.gettingsmart.com/2018/12/looking-back-versatile-tools-that-made-a-difference/
[5] http://www.teachonomy.com/private
[4] https://link.medium.com/PHVLxZA1jV
[4] http://ww2.kqed.org/mindshift/

Top URLs in Tweet in G3:
[9] https://www.ampeduca.com/
[8] https://www.sksarthi.com/
[7] https://www.cmrubinworld.com/open-spaces-open-minds-school-environment
[4] https://www.6social.org/modules
[4] https://www.peaceinsight.org/themes/peace-education/
[3] https://app.quuu.co/r/rrrngrb
[3] https://www.youtube.com/watch?v=DVup0zI0IZg

[3] -
[3] https://www.premierpathways.co.uk/
[2] https://medium.com/dynamix-blog/3-for-free-3-21-19-82769e75fba9

Top URLs in Tweet in G4:
[3] http://www.empoweringells.com/?page_id=96
[2] https://www.pearsonschool.com/index.cfm?locator=PS3z3z
[2] https://www.youtube.com/watch?v=-XQOpEbPTJM&feature=youtu.be

[1] https://twitter.com/JakeMillerTech/status/1107311952492146691
[1] https://www.empoweringells.com/?p=1447
[1] https://www.amazon.com/gp/product/0134045238/ref=as_li_qf_asin_il_tl?ie=UTF8&tag=amaassempell-20&creative=9325&linkCode=as2&creativeASIN=0134045238&linkId=9d7416402539269a552e14534fd7fc62
[1] https://twitter.com/alycia_owen/status/1109984617094733825
[1] https://twitter.com/EdDiveK12/status/1110292801621819397
[1] https://www.janaechevarria.com/?p=1036
[1] https://twitter.com/hashtag/ellchat_bkclub?f=tweets&vertical=default&src=hash

Top URLs in Tweet in G5:
[2] https://www.australiancurriculumlessons.com.au/2014/04/11/a-week-worth-of-recount-writing-lessons-years-123/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.australiancurriculumlessons.com.au/2012/11/28/making-maths-unboring/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.australiancurriculumlessons.com.au/2013/05/14/anti-smoking-research-task-lesson/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.australiancurriculumlessons.com.au/2013/11/16/storm-boy-by-colin-theile-a-mini-unit-of-lessons-and-activities/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.australiancurriculumlessons.com.au/2014/08/03/year-3-poetry-ideas/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.australiancurriculumlessons.com.au/2014/02/22/adventures-cardboard-box-17-activities-inspire-class-234/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.australiancurriculumlessons.com.au/2015/01/14/fundamental-motor-skill-activities-and-games-for-year-34-and-56/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.australiancurriculumlessons.com.au/2013/09/07/exposition-writing-unit-21-lessons-taught-scaffolding-literacy/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.australiancurriculumlessons.com.au/2014/07/17/sharing-cookies-a-division-lesson-plan-based-on-the-doorbell-rang/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.australiancurriculumlessons.com.au/2014/07/19/shape-hunt-a-mathematics-lesson-plan-on-describing-2d-shapes/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G6:
[5] https://www.prweb.com/releases/wevideo_integrates_with_g_suite_to_enhance_real_time_project_collaboration_learning_and_innovation_in_the_classroom/prweb16189040.htm#
[4] http://pages.wevideo.com/digital-storytelling
[2] https://twitter.com/aassa_sa/status/1112784927035146241
[2] https://www.wevideo.com/education-lead
[1] http://www.prweb.com/releases/2019/4/prweb16194542.htm
[1] https://www.edsurge.com/news/2018-12-18-the-greatest-enemy-of-creativity-in-schools-isn-t-testing-it-s-time
[1] https://www.wevideo.com/blog/news/what-will-your-students-do-with-650000-media-assets-at-their-fingertips-introducing-wevideo-essentials
[1] http://jakemiller.net/translate-in-google-sheets/
[1] https://docs.google.com/forms/d/e/1FAIpQLScs6l-BEthvlSyqsbLXSS-68mithzGerZ5v6Ncf25_K_qnOaw/viewform
[1] https://twitter.com/NCCivitas/status/1113068067460911104

Top URLs in Tweet in G7:
[4] https://lukerichardsoneducation.com/2018/02/25/theres-plenty-more-where-that-came-from-creating-an-abundance-mindset-in-the-classroom/
[3] https://lukerichardsoneducation.com/2018/01/21/being-a-teacher-and-realising-a-dream-in-my-case-writing-a-novel/
[3] https://lukerichardsoneducation.com/2018/02/04/using-personal-failure-to-understand-your-students/
[2] https://lukerichardsoneducation.com/2018/05/23/the-healthy-teacher-project-4-interview-with-catherine-parker/
[2] https://lukerichardsoneducation.com/2018/01/08/keeping-a-journal-as-a-teacher-why-and-how-take-the-30-day-challenge/
[2] https://lukerichardsoneducation.com/2018/02/18/do-you-celebrate-every-victory/
[2] https://lukerichardsoneducation.com/2017/11/13/write-yourself-creative/
[1] https://lukerichardsoncreative.com/2019/03/27/creative-writing-mini-scheme-of-work/
[1] https://lukerichardsoneducation.com/2017/12/11/getting-students-to-paragraph-and-learn-about-crocodiles/
[1] https://lukerichardsoneducation.com/2018/09/18/live-marking-what-why-and-how-to-do-it/

Top URLs in Tweet in G8:
[5] https://www.tes.com/teaching-resource/descriptive-creative-writing-practice-11910285
[4] https://www.tes.com/teaching-resource/aqa-english-language-paper-1-section-b-planning-lesson-11771330
[1] https://twitter.com/i/moments/1113894748010549248
[1] https://www.tes.com/teaching-resource/-12049858
[1] https://www.tes.com/teaching-resource/poppies-power-and-conflict-11504044
[1] https://www.tes.com/teaching-resource/descriptive-writing-examples-11724682

Top URLs in Tweet in G9:
[1] https://twitter.com/michaelconn_ny/status/1110159413887811584
[1] https://twitter.com/Optimizing_HS/status/1110233457299517441
[1] https://twitter.com/NextGenLC/status/1110239423596322829
[1] https://twitter.com/MUEducation/status/1110880406809645057
[1] https://twitter.com/UKnowHGSE/status/1112453018186903552
[1] https://www.edweek.org/ew/articles/2019/03/20/these-students-are-already-solving-problems-for.html
[1] https://www.edutopia.org/article/tips-teaching-realistic-optimism
[1] https://www.edutopia.org/article/3-positive-outcomes-blended-learning
[1] https://www.chalkbeat.org/posts/us/2019/03/27/college-campus-visit-middle-school-research-arkansas/https:/www.chalkbeat.org/posts/us/2019/03/27/college-campus-visit-middle-school-research-arkansas/
[1] https://www.eschoolnews.com/2019/01/23/middle-school-movies-that-support-sel-in-the-classroom/?fbclid=IwAR2BoiwXpdCiBQIwSz3_22arTYVB8eVjkLTWpvWqq6SsZONZ31JcImLxCRI

Top URLs in Tweet in G10:
[6] https://edlanta.org/2019/04/theres-still-a-lot-of-school-turnaround-work-to-do/
[4] https://www.edumom.org/single-post/2019/04/05/mcas-question-controversy-unions-attempt-to-play-politics-with-kids-for-their-own-benefit-again/
[1] https://www.edumom.org/single-post/2019/03/27/nothing-about-us-without-us-massachusetts-parents-united-back-in-black-on-beacon-hill/
[1] https://twitter.com/biancavtoness/status/1110537812930121730
[1] https://twitter.com/massteacher/status/1113544267295797248

Top Domains
Top Domains in Tweet in Entire Graph:
[240] com.au
[128] blogspot.com
[125] twitter.com
[73] rdene915.com
[62] youtube.com
[46] medium.com
[43] gettingsmart.com
[28] co.uk
[24] usnews.com
[22] lukerichardsoneducation.com

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G2:
[70] rdene915.com
[40] gettingsmart.com
[36] medium.com
[20] buncee.com
[16] twitter.com
[15] edumatchpublishing.com
[12] teachonomy.com
[8] amazon.com
[5] google.com
[4] kqed.org

Top Domains in Tweet in G3:
[28] twitter.com
[12] co.uk
[12] youtube.com
[11] iconohash.com
[9] ampeduca.com
[8] sksarthi.com
[7] cmrubinworld.com
[4] quuu.co
[4] wabisabilearning.com
[4] 6social.org

Top Domains in Tweet in G4:
[7] twitter.com
[4] empoweringells.com
[3] pearsonschool.com
[2] janaechevarria.com
[2] youtube.com
[1] amazon.com
[1] instagram.com
[1] teachonomy.com
[1] google.com

Top Domains in Tweet in G5:
[229] com.au
[6] twitter.com
[2] nationalgeographic.org
[2] youtube.com
[1] nycblackdossier.com
[1] wordle.net
[1] schoolsimprovement.net
[1] rdene915.com
[1] gettingsmart.com
[1] nypost.com

Top Domains in Tweet in G6:
[7] wevideo.com
[6] prweb.com
[3] twitter.com
[2] google.com
[1] edsurge.com
[1] jakemiller.net
[1] ted.com

Top Domains in Tweet in G7:
[22] lukerichardsoneducation.com
[3] lukerichardsoncreative.com
[1] lukerichardsonauthor.com
[1] bsnila.com

Top Domains in Tweet in G8:
[12] tes.com
[1] twitter.com

Top Domains in Tweet in G9:
[6] twitter.com
[5] edutopia.org
[3] edweek.org
[1] chalkbeat.org
[1] eschoolnews.com
[1] movethisworld.com
[1] engaginglearners.com
[1] washingtonpost.com

Top Domains in Tweet in G10:
[6] edlanta.org
[5] edumom.org
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1925] educhat
[726] edchat
[502] education
[396] edu
[371] edtech
[273] learn
[261] teach
[182] k12
[135] teaching
[110] future4edu



Top Hashtags in Tweet in G1:
[5] educhat
[1] education
[1] teachbetter
[1] teacheredchat

Top Hashtags in Tweet in G2:
[305] educhat
[181] education
[140] edtech
[116] k12
[108] future4edu
[97] quotes4edu
[89] edchat
[63] blendedlearning
[48] arvrinedu
[47] 4ocfpln

Top Hashtags in Tweet in G3:
[276] educhat
[72] education
[57] edchat
[37] edtech
[35] edu
[30] learning
[27] teachers
[20] edleaders
[18] teacher
[17] edutwitter

Top Hashtags in Tweet in G4:
[92] educhat
[90] esol
[87] ela
[78] esl
[74] tesol
[67] eld
[66] eal
[36] ell
[35] ellchat_bkclub
[34] ellchat

Top Hashtags in Tweet in G5:
[286] educhat
[274] edchat
[241] edu
[240] learn
[240] teach
[11] satchat
[10] sel
[6] education
[5] edtech
[5] adasa

Top Hashtags in Tweet in G6:
[39] edtech
[32] educhat
[16] greenscreen
[15] education
[11] edchat
[9] k12
[7] school
[6] screenrecording
[6] teachers
[6] edleaders

Top Hashtags in Tweet in G7:
[39] educhat
[26] teaching
[25] education
[13] teacher
[10] students
[7] edutwitter
[7] failure
[6] write
[6] writing
[6] englishteaching

Top Hashtags in Tweet in G8:
[20] educhat
[13] historyteacher
[5] revision
[5] teamenglish
[5] ukedchat
[4] gcses
[4] gcses2019
[4] teacherlife
[4] teaching
[4] english

Top Hashtags in Tweet in G9:
[32] educhat
[24] sel
[19] socialemotionallearning
[17] education
[12] mentalhealth
[11] edu
[10] edchat
[7] mentalhealthawareness
[7] mindfulness
[6] empathy

Top Hashtags in Tweet in G10:
[15] mapoli
[15] educhat
[14] maedu
[12] voices4ed
[2] lawrenceboston
[1] bospoli
[1] bosedu
[1] boymom
[1] mardu
[1] voices4ma

Top Words
Top Words in Tweet in Entire Graph:
[3260] Words in Sentiment List#1: Positive
[637] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[80693] Non-categorized Words
[84590] Total Words
[1924] #educhat
[1317] students
[1121] need
[1062] kind
[1057] expect

Top Words in Tweet in G1:
[1040] students
[1040] need
[1037] expect
[1036] kind
[520] adults
[519] cooperative
[517] lisaromanoedu
[517] co
[5] #educhat
[3] model

Top Words in Tweet in G2:
[304] #educhat
[209] rdene915
[181] #education
[140] #edtech
[116] #k12
[108] #future4edu
[97] #quotes4edu
[89] #edchat
[86] learning
[75] check

Top Words in Tweet in G3:
[276] #educhat
[72] #education
[57] #edchat
[37] #edtech
[35] #edu
[30] #learning
[29] learning
[28] school
[27] #teachers
[26] s

Top Words in Tweet in G4:
[118] google
[92] #educhat
[90] #esol
[87] #ela
[80] tanellclassroom
[78] #esl
[74] #tesol
[73] siopmodel
[69] siop
[67] #eld

Top Words in Tweet in G5:
[286] #educhat
[274] #edchat
[241] #edu
[240] #learn
[240] #teach
[163] lesson
[69] plan
[53] 3
[46] 4
[44] year

Top Words in Tweet in G6:
[47] wevideo
[42] educre8ive
[39] #edtech
[32] #educhat
[26] video
[22] google
[22] schools
[20] docs
[17] sylviaduckworth
[16] #greenscreen

Top Words in Tweet in G7:
[65] today
[64] helped
[62] first
[61] vocabularyninja
[61] unbelievably
[61] proud
[61] receive
[61] copies
[61] book
[61] thanks

Top Words in Tweet in G8:
[45] spbeale
[45] year
[32] new
[28] ofsted
[28] framework
[28] hear
[28] lot
[28] talk
[28] curriculum
[28] intent

Top Words in Tweet in G9:
[32] #educhat
[24] students
[24] #sel
[19] #socialemotionallearning
[17] #education
[13] move_thisworld
[13] learning
[12] #mentalhealth
[12] great
[11] article

Top Words in Tweet in G10:
[31] radiokeri
[20] lawrence
[18] boston
[16] s
[15] #mapoli
[15] #educhat
[14] #maedu
[12] #voices4ed
[10] maschoolsk12
[10] teachers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1055] expect,students
[528] adults,expect
[527] students,kind
[527] kind,need
[527] need,kind
[527] kind,adults
[527] students,cooperative
[527] cooperative,need
[526] lisaromanoedu,expect
[526] need,co

Top Word Pairs in Tweet in G1:
[1037] expect,students
[519] adults,expect
[518] students,kind
[518] kind,need
[518] need,kind
[518] kind,adults
[518] students,cooperative
[518] cooperative,need
[517] lisaromanoedu,expect
[517] need,co

Top Word Pairs in Tweet in G2:
[76] #educhat,#edtech
[65] check,out
[62] #edchat,#educhat
[59] learning,go
[59] go,thoughts
[59] thoughts,things
[59] things,education
[59] education,tech
[59] tech,pd
[59] pd,experiences

Top Word Pairs in Tweet in G3:
[22] #edchat,#educhat
[19] #education,#educhat
[18] #educhat,#edtech
[15] #edu,#educhat
[13] #edleaders,#edu
[12] #amplifiedu,#educhat
[12] #edtech,#engchat
[12] #engchat,#mathchat
[12] #mathchat,#sschat
[12] #sschat,#scichat

Top Word Pairs in Tweet in G4:
[67] #eld,#esol
[65] #esol,#tesol
[62] #esl,#eal
[62] #ela,#eld
[62] #tesol,#educhat
[59] now,use
[59] use,google
[59] google,translate
[59] translate,google
[59] google,sheets

Top Word Pairs in Tweet in G5:
[240] #learn,#edu
[240] #edu,#teach
[240] #teach,#educhat
[239] #edchat,#learn
[69] lesson,plan
[35] 3,4
[26] 4,#edchat
[21] #edchat,#educhat
[18] 2,3
[18] lesson,plans

Top Word Pairs in Tweet in G6:
[21] wevideo,schools
[20] google,docs
[20] docs,wevideo
[15] link,google
[15] schools,project
[15] project,quick
[15] quick,video
[15] video,#edtech
[15] #edtech,jakemillertech
[15] jakemillertech,sylviaduckworth

Top Word Pairs in Tweet in G7:
[61] unbelievably,proud
[61] proud,receive
[61] receive,first
[61] first,copies
[61] copies,book
[61] book,today
[61] today,thanks
[61] thanks,everyone
[61] everyone,twittered
[61] twittered,helped

Top Word Pairs in Tweet in G8:
[28] new,ofsted
[28] ofsted,framework
[28] framework,hear
[28] hear,lot
[28] lot,talk
[28] talk,curriculum
[28] curriculum,intent
[28] intent,became
[28] became,hod
[28] hod,last

Top Word Pairs in Tweet in G9:
[10] #education,#educhat
[9] veteran,teacher
[9] teacher,reflected
[9] reflected,back
[9] back,first
[9] first,year
[9] year,blended
[9] blended,learning
[9] learning,amazed
[9] amazed,results

Top Word Pairs in Tweet in G10:
[13] #mapoli,#maedu
[10] #educhat,#voices4ed
[9] boston,spends
[9] spends,36
[9] 36,more
[9] more,per
[9] per,pupil
[9] pupil,lawrence
[9] lawrence,lawrence
[9] lawrence,leap

Top Replied-To
Top Replied-To in Entire Graph:
@uft
@micheleborba
@ofstednews
@iateachernan
@buncee
@jgeihs
@tracipiltz
@bbcquestiontime
@japaspanglish
@bksouthcounsel

Top Replied-To in G2:
@buncee
@tracipiltz
@micheleborba
@kgainerteacher

Top Replied-To in G4:
@tonjareece

Top Replied-To in G5:
@uft
@japaspanglish
@agzimmerman
@nyccomptroller
@uftteamhs
@bksouthcounsel
@nycschoolsosyd
@doecorruption
@layla__avila
@colleendippel

Top Replied-To in G6:
@markrjohnsonnc

Top Replied-To in G9:
@micheleborba
@whchestnut
@22possibilities
@galileocounslr
@silberschlagu
@safrelaxation
@nessa_lloyd
@dsseeloya
@delucapsd

Top Mentioned
Top Mentioned in Entire Graph:
@lisaromanoedu
@rdene915
@tanellclassroom
@vocabularyninja
@siopmodel
@mesa_2018
@educre8ive
@spbeale
@college_experts

Top Mentioned in G1:
@lisaromanoedu
@kevinozar

Top Mentioned in G2:
@rdene915
@buncee
@mrsmonty5thgrd
@getting_smart
@sarahdateechur
@cpoole27
@kgainerteacher
@iste
@eureca_ar
@emercedlearning

Top Mentioned in G3:
@the6social
@dtyehistory
@msarora23
@alford_science
@4pt0schools
@collegeip
@dmvelliaris

Top Mentioned in G4:
@tanellclassroom
@siopmodel
@pearsonprek12
@jechev
@allyteacherells
@e
@skgeducator
@tonjareece
@techmrhenderson

Top Mentioned in G5:
@nycschoois
@auslessons
@susanbedelman
@morecaucusnyc
@nycmayor
@nydnbenchapman
@mr_loeb
@urbanassembly
@nycschools
@uftsolidarity

Top Mentioned in G6:
@educre8ive
@sylviaduckworth
@jakemillertech
@ga_sc
@edtechteam
@googleforedu
@googleearth
@googledocs
@wevideo
@alicekeelerorg

Top Mentioned in G7:
@vocabularyninja
@lukericha
@bsnintla
@shuaibkhan26
@tp007b1556
@mr_s_ks1
@bloomsburyed
@literacyshed

Top Mentioned in G8:
@spbeale
@ec_publishing2
@missdhistory
@littlestobbsy
@widdohistory
@team
@aaliyasmiles
@team_english1
@tmhistoryicons
@beechhanna

Top Mentioned in G9:
@move_thisworld
@edutopia
@educationweek
@secdlab
@teacher2teacher
@ncte
@lisaromanoedu
@sara_lahayne
@whufsdrams

Top Mentioned in G10:
@radiokeri
@maschoolsk12
@katherinecraven
@dfermass
@massteacher
@aftmass
@martywalzassoc
@jballen5
@edu_post
@massparents

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@onahunttoday
@edgametec
@lynch39083
@juandoming
@calcaware
@lanewsnow
@bostonglobe
@washingtonpost
@wsj

Top Tweeters in G1:
@conniebuckler1
@aaron_hogan
@justintarte
@jrchez1
@principalaim
@pgrove222
@azhsprin
@ventura_omaha
@jprofnb
@techyturner

Top Tweeters in G2:
@calcaware
@forbes
@iamdrwill
@pardoe_ai
@smgaillard
@rdene915
@techtia
@teresagross625
@sarahdateechur
@scalarhumanity

Top Tweeters in G3:
@infopronetwork
@satisphactionio
@tltp
@altrinchamhq
@jamesmb
@iconohash
@profhugo38
@shiviraofficial
@ebbcampaigns
@prideinteaching

Top Tweeters in G4:
@macchica26
@emilyfranesl
@mssalvac
@andreahonigsfel
@finleyt
@2014floridatoy
@megwiltweet
@jensings247
@toppel_eld
@bulldawg1987

Top Tweeters in G5:
@edgametec
@lanewsnow
@bostonglobe
@washingtonpost
@wsj
@chicagotribune
@existentialind
@sardimperium
@richjweston
@aftunion

Top Tweeters in G6:
@alicekeeler
@google
@edtechnerd
@jmattmiller
@pledgecents
@edtechteam
@sylviaduckworth
@microsoftedu
@tedtalks
@missfield5

Top Tweeters in G7:
@redgierob
@bookpizzazz
@mrefinch
@dawnhallybone
@samschoolstuff
@sanverbruggen
@niomicolleen
@jennalucas81
@primaryrocks1
@sil_statman

Top Tweeters in G8:
@thatboycanteach
@wendy21brown
@team_english1
@weston2468
@kknteachlearn
@learningcurve_
@robchambers1991
@alwayswright73
@tmhistoryicons
@teachpink

Top Tweeters in G9:
@educationweek
@ncte
@teacher2teacher
@thomascmurray
@ksev4
@edutopia
@ascd
@kyle2umental
@7890sss
@eschoolnews

Top Tweeters in G10:
@dropoutnation
@nikkbishopsmit
@editor_jmike
@citizenstewart
@esanzi
@vesiawils
@mathteacherjedi
@petercook
@edtrust
@nyschoolsecrets