edchat, Twitter, 8/7/2019 6:20:03 PM, 206008


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edchat_2019-08-07_06-51-01.xlsx
edchat_2019-08-07_06-51-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 07, 2019
Short Description:
edchat via NodeXL http://bit.ly/2YwMqeO
@mindshiftkqed
@kathleenodean
@fixingeducation
@doodle_ed
@mrsv4nd3r
@johackl
@gregsederberg
@curriculumblog
@markj_ohnson
@mollermichele

Top hashtags:
#edchat
#teachers
#librarians
#edtech
#education
#backtoschool
#giveaway

Description:
Description
The graph represents a network of 4,470 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 Wednesday, 07 August 2019 at 13:52 UTC.

The requested start date was Monday, 05 August 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 6-day, 17-hour, 47-minute period from Monday, 29 July 2019 at 06:13 UTC to Monday, 05 August 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 : 4470
Unique Edges : 5046
Edges With Duplicates : 1656
Total Edges : 6702
Number of Edge Types : 3
Tweet : 1327
Mentions : 5315
Replies to : 60
Self-Loops : 1327
Reciprocated Vertex Pair Ratio : 0.0196402728964234
Reciprocated Edge Ratio : 0.0385239253852393
Connected Components : 484
Single-Vertex Connected Components : 237
Maximum Vertices in a Connected Component : 3337
Maximum Edges in a Connected Component : 5161
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.882813
Graph Density : 0.000246890960997536
Modularity : 0.70544
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[31] https://gregashman.wordpress.com/2019/08/03/the-response-to-intervention-model-as-a-tool-for-schools/
[20] https://www.tes.com/teaching-resource/the-ultimate-p4c-resource-pack-philosophy-for-children-11586087
[18] https://www.cnbc.com/2019/08/02/heres-how-to-get-more-college-financial-aid.html
[18] https://twinybots.ch/
[17] https://www.cnet.com/news/best-apps-for-college-students-to-save-time-and-money-and-rock-another-semester/
[16] http://shakeup.link/hashtag
[15] http://esheninger.blogspot.com/2019/08/if-its-easy-then-it-probably-isnt.html
[12] https://docs.google.com/forms/d/e/1FAIpQLSfxi5QkOEBclYKjPhdO7ChCH9FPOWjUfWTIqmylKdy7fEuwEg/viewform
[11] http://www.educatorstechnology.com/2019/08/10-great-apps-to-enhance-teachers.html#edtech
[11] https://github.com/chrislgarry/Apollo-11

Top URLs in Tweet in G1:
[1] https://twitter.com/kathleenodean/status/1157719861436567552

Top URLs in Tweet in G2:
[20] https://www.tes.com/teaching-resource/the-ultimate-p4c-resource-pack-philosophy-for-children-11586087
[10] http://www.globalmetacognition.com/
[8] https://www.edutopia.org/article/extrinsic-motivation-it-might-be-even-worse-you-thought
[6] https://www.globalmetacognition.com/plans-pricing
[6] https://www.facebook.com/groups/EducationalMetacognition/
[5] http://northstarpaths.com/
[5] https://www.edutopia.org/blog/what-did-you-call-me-how-remember-students-names
[5] https://www.globalmetacognition.com/product-page/the-metacognitive-debate-generator
[3] http://trib.al/g6fz95S
[3] https://rdene915.com/2019/08/03/changing-the-classroom/

Top URLs in Tweet in G3:
[4] https://veee.me/
[4] https://veee.me/display_code.php?Lat=30.24443852806977&Long=-95.18330294602255&code=a23b83fe313135&from=
[2] https://mymodernmet.com/singapore-abolishes-exams/
[2] https://prestoplans.com/2019/04/24/7-team-building-classroom-activities/
[2] https://teacheveryday.com/cellphones-in-the-classroom/
[2] https://www.gse.harvard.edu/news/uk/19/04/teaching-deeper-learning
[2] https://www.edutopia.org/article/teaching-your-heart-out-emotional-labor-and-need-systemic-change
[1] https://techhelpful.blogspot.com/2019/07/the-process-of-self-publishing-using.html
[1] http://teacherrebootcamp.com/2018/09/23/parentnewslettertemplates/
[1] http://teacherrebootcamp.com/2019/07/16/back2schoolresources/

Top URLs in Tweet in G4:
[12] https://docs.google.com/forms/d/e/1FAIpQLSfxi5QkOEBclYKjPhdO7ChCH9FPOWjUfWTIqmylKdy7fEuwEg/viewform
[7] https://twinybots.ch/
[6] https://blog.tcea.org/classroom-expectation-posters/
[4] http://www.amazon.com/
[4] http://itunes.apple.com/us/app/id517766057?mt=8&at=10l6Xd&ct=ig0oevc8fmrl
[3] https://www.amazon.com/Word-Savvy-Handbook-Use-Right-ebook/dp/B07VGLRSVJ/ref=sr_1_1?keywords=Word+Savvy+Handbook&qid=1563757649&s=gateway&sr=8-1
[3] http://tinyurl.com/6n3bxrw
[3] https://www.enrichingstudents.com/making-flexible-schedule-reality
[2] https://ww2.kqed.org/mindshift/2019/07/28/inquiry-into-student-learning-gaps-leads-to-better-teaching-and-shifts-school-culture/
[2] https://www.freecodecamp.org/

Top URLs in Tweet in G5:
[1] http://www.doodle.ac
[1] https://doodleeducation.com

Top URLs in Tweet in G6:
[3] https://utb.fyi/w4h
[3] https://www.drdouggreen.com/2019/school-anxiety-tips-college-debt-free-options-toddles-brains-screens/
[3] https://www.drdouggreen.com/2019/simple-teacher-tools-are-you-rich-scooters-and-co2/
[2] https://www.davidgeurin.com/2019/06/dont-just-plan-lessons-create.html
[1] https://www.edutopia.org/article/classroom-full-risk-takers?utm_source=twitter&utm_medium=socialflow
[1] https://www.aaastateofplay.com/30-reasons-why-free-play-benefits-child-development/
[1] https://usingtechnologybetter.com/customise-gmails-priority-inbox-to-boost-your-efficiency/
[1] https://usingtechnologybetter.com/create-a-collection-of-images-in-chrome/
[1] https://paulemerich.com/2019/08/01/day-4-3-reasons-your-kids-hate-writing/
[1] http://paulemerich.com/2019/08/02/day-5-no-you-dont-need-a-classroom-transformation/

Top URLs in Tweet in G7:
[3] https://www.sciencenewsforstudents.org/article/teen-vaping-marijuana-raises-concerns-about-addiction
[3] https://app.edu.buncee.com/buncee/8c3733ec631b451690801477be0e15b4
[2] https://www.nytimes.com/2019/08/03/opinion/sunday/poverty-seattle.html?smid=nytcore-ios-share
[2] https://musical.ly/
[2] http://therobbreviewblog.com/
[1] https://www.inc.com/jessica-stillman/5-little-words-that-will-make-you-a-much-better-le.html
[1] https://www.forbes.com/sites/nataliewexler/2019/08/03/three-reasons-classroom-practice-conflicts-with-evidence-on-how-kids-learn/
[1] https://www.nytimes.com/2019/08/02/opinion/sunday/nuns-slavery.html?smid=nytcore-ios-share
[1] https://twitter.com/ERobbPrincipal/status/1157139750282809344
[1] https://twitter.com/DrCSJones/status/1157635166174633984

Top URLs in Tweet in G8:
[5] https://elenikyritsis.com/more-than-just-picture-storybooks/
[5] https://www.edweek.org/ew/issues/artificial-intelligence/index.html?cmp=eml-enl-cm-news1&M=58900061&U=736224&UUID=036d591567e86e376a60b52ca1a5f908
[5] https://gsuiteupdates.googleblog.com/2019/08/sheets-slicers-scorecards-themes.html
[5] https://educatoral.wordpress.com/2019/08/04/sharing-diigo-links-and-resources-weekly-75/
[4] https://www.good.is/articles/six-year-high-school-lets-students-earn-a-college-degree-and-a-job-at-ibm
[3] https://www.k12prospects.com/LP/K-12-Email-Marketing-Elements/K-12-Email-Marketing-Elements.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=k-12-email-marketing-elements&utm_content=textlink
[3] https://events.edtechreview.in/higher-education/2019-Bengaluru/#registration
[3] https://theinnovativeeducator.blogspot.com/2019/07/8-tips-for-connecting-at-conferences.html
[3] https://www.freetech4teachers.com/2019/08/how-to-use-flipgrid-to-create.html
[3] https://teachscience4all.org/2019/08/03/video-travel-deep-inside-a-leaf/

Top URLs in Tweet in G9:
[1] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/Hnu7Oa
[1] https://techcommunity.microsoft.com/t5/Education-Blog/Introducing-Simpler-Sign-on-a-way-to-sign-in-to-Office-365-with/ba-p/708898
[1] http://blog.flipgrid.com/news/2017/6/13/10ways
[1] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/WmI4LP
[1] https://wke.lt/w/s/3wAbVl
[1] http://podcast.edufuturists.com
[1] https://www.kyoutv.com/home/2019/08/02/26475/
[1] https://www.theregister.co.uk/2019/07/16/germany_outlaws_office_365_for_school_use/

Top URLs in Tweet in G10:
[10] https://restorehumanity.chat/
[5] https://www.edsurge.com/news/2019-07-31-design-thinking-is-a-challenge-to-teach-and-that-s-a-good-thing?utm_content=buffer9b565&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[2] https://www.edsurge.com/news/2019-07-31-design-thinking-is-a-challenge-to-teach-and-that-s-a-good-thing?utm_campaign=site&utm_content=share-84
[1] https://player.fm/series/things-fall-apart/s3-e8-the-inventive-design-of-learning-spaces
[1] https://twitter.com/TG2Chat/status/1155659206432718848
[1] https://static1.squarespace.com/static/5ad8fe065b409b07609cb7ae/t/5d45deb95832920001051306/1564860090699/HRP-Deprogramming-Manual-2019.pdf
[1] https://www.humanrestorationproject.org/podcast-contact
[1] https://static1.squarespace.com/static/5ad8fe065b409b07609cb7ae/t/5d3df9c4c260e000016bf6f8/1564342740787/HRP-DWS-Ungrading-Handbook-Final-Fillable.pdf
[1] https://www.patreon.com/theHumanRestorationProject
[1] https://medium.com/human-restoration-project/to-have-not-be-had-9b73a84204ac

Top Domains
Top Domains in Tweet in Entire Graph:
[153] twitter.com
[54] edutopia.org
[53] wordpress.com
[48] blogspot.com
[47] thepaperlesstrail.com
[36] com.au
[32] careerarc.com
[31] youtube.com
[31] tes.com
[29] kqed.org

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

Top Domains in Tweet in G2:
[24] tes.com
[23] edutopia.org
[21] globalmetacognition.com
[15] kqed.org
[7] mradampe.com
[6] facebook.com
[5] northstarpaths.com
[3] teachthought.com
[3] trib.al
[3] rdene915.com

Top Domains in Tweet in G3:
[8] veee.me
[3] teacherrebootcamp.com
[2] mymodernmet.com
[2] prestoplans.com
[2] teacheveryday.com
[2] harvard.edu
[2] edutopia.org
[1] blogspot.com
[1] teachhub.com
[1] amazon.com

Top Domains in Tweet in G4:
[39] twitter.com
[14] apple.com
[14] careerarc.com
[12] google.com
[10] amazon.com
[9] co.uk
[7] twinybots.ch
[6] edutopia.org
[6] blogspot.com
[6] tcea.org

Top Domains in Tweet in G5:
[1] doodle.ac
[1] doodleeducation.com

Top Domains in Tweet in G6:
[6] drdouggreen.com
[3] utb.fyi
[3] paulemerich.com
[2] usingtechnologybetter.com
[2] davidgeurin.com
[1] edutopia.org
[1] aaastateofplay.com
[1] npr.org

Top Domains in Tweet in G7:
[9] twitter.com
[4] sciencenewsforstudents.org
[4] buncee.com
[3] nytimes.com
[2] musical.ly
[2] therobbreviewblog.com
[1] inc.com
[1] forbes.com
[1] weareteachers.com
[1] careertrend.com

Top Domains in Tweet in G8:
[7] k12prospects.com
[6] elenikyritsis.com
[5] edweek.org
[5] googleblog.com
[5] twitter.com
[5] edtechreview.in
[5] wordpress.com
[4] peterlakeman.nl
[4] good.is
[4] freetech4teachers.com

Top Domains in Tweet in G9:
[2] po.st
[1] microsoft.com
[1] flipgrid.com
[1] wke.lt
[1] edufuturists.com
[1] kyoutv.com
[1] co.uk

Top Domains in Tweet in G10:
[18] edsurge.com
[10] restorehumanity.chat
[5] twitter.com
[5] wordpress.com
[2] squarespace.com
[1] player.fm
[1] humanrestorationproject.org
[1] patreon.com
[1] medium.com
[1] participate.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2421] edchat
[708] teachers
[564] librarians
[502] edtech
[451] education
[244] backtoschool
[209] giveaway
[122] teaching
[120] ukedchat
[114] edu



Top Hashtags in Tweet in G1:
[549] teachers
[540] librarians
[207] giveaway
[200] backtoschool
[9] edchat
[8] kidlit
[6] tlchat
[6] kidsneedbooks
[6] nonfiction
[1] mg

Top Hashtags in Tweet in G2:
[173] edchat
[90] education
[85] edtech
[55] ukedchat
[41] teachers
[40] teaching
[40] k12
[39] metacognition
[31] tes
[31] sltchat

Top Hashtags in Tweet in G3:
[69] edchat
[38] edutwitter
[35] edu
[6] edtech
[6] celebrated
[6] bettertogether
[5] catherinebosley
[5] backtoschool
[2] digitalcitizenship
[2] edreform

Top Hashtags in Tweet in G4:
[365] edchat
[82] education
[75] edtech
[33] teachers
[25] tosachat
[18] learning
[17] math
[17] mathchat
[15] techtalk
[15] iphone

Top Hashtags in Tweet in G5:
[3] edchat
[3] ukedchat
[2] edutwitter
[2] teachers
[2] librarians

Top Hashtags in Tweet in G6:
[52] edchat
[16] tlap
[9] cpchat
[8] kidsdeserveit
[8] leadlap
[7] bekindedu
[6] buildhopeedu
[6] edtech
[5] joyfulleaders
[5] leadupchat

Top Hashtags in Tweet in G7:
[76] edchat
[15] sunchat
[13] growthmindset
[13] youmatter
[12] education
[11] fail
[8] feedback
[8] reflection
[8] teachers
[7] leaders

Top Hashtags in Tweet in G8:
[100] edchat
[83] edtech
[27] education
[15] edreform
[15] gamificación
[13] elearning
[9] ai
[9] teaching
[9] classroom
[8] learning

Top Hashtags in Tweet in G9:
[17] edchat
[4] flipgridfever
[4] edugladiators
[3] onenote
[3] edtech
[3] flipgrid
[3] bettertogether
[3] satchat
[3] leadlap
[3] tlap

Top Hashtags in Tweet in G10:
[54] edchat
[27] restorehumanity
[11] leadlap
[9] edtech
[8] stem
[7] learnlap
[7] tlap
[7] books
[6] tg2chat
[6] designthinking

Top Words
Top Words in Tweet in Entire Graph:
[4970] Words in Sentiment List#1: Positive
[1245] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[114429] Non-categorized Words
[120646] Total Words
[2420] #edchat
[721] retweet
[708] #teachers
[626] book
[611] week

Top Words in Tweet in G1:
[549] #teachers
[548] book
[547] picture
[547] giveaway
[542] follow
[541] kathleenodean
[540] #librarians
[537] retweet
[536] week
[523] enter

Top Words in Tweet in G2:
[367] mindshiftkqed
[336] ways
[335] up
[333] many
[330] day
[329] such
[327] brighten
[326] student's
[326] choosing
[326] joy

Top Words in Tweet in G3:
[268] fixingeducation
[131] schools
[103] kids
[78] year
[76] years
[73] life
[72] back
[71] m
[71] curious
[69] economy

Top Words in Tweet in G4:
[365] #edchat
[82] #education
[75] #edtech
[42] school
[37] learning
[33] #teachers
[32] students
[31] new
[25] s
[25] classroom

Top Words in Tweet in G5:
[165] retweet
[163] chance
[163] win
[161] pads
[161] way
[161] next
[161] term
[161] now
[161] come
[161] free

Top Words in Tweet in G6:
[52] #edchat
[26] year
[24] teachers
[23] gregsederberg
[19] t
[19] start
[19] nowakro
[17] school
[16] #tlap
[16] feed

Top Words in Tweet in G7:
[76] #edchat
[40] school
[39] erik_youngman
[36] year
[35] believe
[34] students
[29] teacher
[29] tbresnahan1
[28] start
[27] student

Top Words in Tweet in G8:
[100] #edchat
[83] #edtech
[34] educatoral
[27] #education
[21] co
[20] 2019
[15] #edreform
[15] #gamificación
[15] nos
[15] gusta

Top Words in Tweet in G9:
[44] use
[43] google
[32] mtholfsen
[28] teachers
[23] office365
[22] students
[22] free
[22] apps
[22] learning
[22] flipgrid

Top Words in Tweet in G10:
[54] #edchat
[28] humrespro
[27] #restorehumanity
[26] students
[24] teachers
[22] edsurge
[22] teach
[22] brain
[20] school
[19] wmchamberlain

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[563] picture,book
[562] book,giveaway
[560] #teachers,#librarians
[553] #librarians,follow
[552] giveaway,week
[552] week,#teachers
[552] follow,retweet
[538] retweet,enter
[531] here's,picture
[529] kathleenodean,here's

Top Word Pairs in Tweet in G1:
[547] picture,book
[546] book,giveaway
[539] #teachers,#librarians
[537] #librarians,follow
[536] giveaway,week
[536] week,#teachers
[536] follow,retweet
[522] retweet,enter
[515] here's,picture
[513] kathleenodean,here's

Top Word Pairs in Tweet in G2:
[327] brighten,up
[326] many,ways
[326] ways,brighten
[326] up,student's
[326] student's,day
[326] day,such
[326] such,choosing
[326] choosing,joy
[326] joy,fostering
[326] fostering,independence

Top Word Pairs in Tweet in G3:
[100] fixingeducation,kids
[69] m,curious
[69] curious,economy
[69] economy,roared
[69] roared,back
[69] back,life
[69] life,recent
[69] recent,years
[69] years,public
[69] public,schools

Top Word Pairs in Tweet in G4:
[46] #edtech,#edchat
[20] #edchat,#education
[20] #education,#edchat
[15] #math,#techtalk
[15] #techtalk,#iphone
[15] #algebra,#edtech
[13] #mathchat,#teachers
[13] #teachers,#tech
[12] techcoachjuarez,blog
[12] blog,#edtechtips

Top Word Pairs in Tweet in G5:
[163] retweet,chance
[163] chance,win
[161] next,term
[161] term,now
[161] now,come
[161] come,free
[159] doodle_ed,retweet
[155] free,shipping
[154] win,five
[154] five,pads

Top Word Pairs in Tweet in G6:
[14] school,year
[14] wish,teachers
[14] teachers,schedule
[14] schedule,include
[14] include,3
[14] 3,days
[14] days,go
[14] go,classrooms
[14] classrooms,take
[14] take,notes

Top Word Pairs in Tweet in G7:
[34] school,year
[26] prepare,start
[26] start,another
[26] another,school
[26] year,commit
[26] commit,being
[26] being,change
[26] change,desire
[26] desire,see
[26] see,single

Top Word Pairs in Tweet in G8:
[33] #edchat,#edtech
[29] #edtech,#edchat
[15] #gamificación,nos
[15] nos,gusta
[15] gusta,educatoral
[14] alfonso,gonzalez
[14] gonzalez,educatoral
[10] k,12
[10] educatoral,august
[9] #edtech,#education

Top Word Pairs in Tweet in G9:
[21] teachers,students
[21] students,login
[21] login,use
[21] use,free
[21] free,office365
[21] office365,apps
[21] apps,w
[21] w,google
[21] google,edu
[21] edu,account

Top Word Pairs in Tweet in G10:
[17] 'best',teachers
[16] teachers,teach
[16] teach,skills
[16] skills,curriculum
[16] curriculum,supposed
[16] supposed,treat
[16] treat,students
[16] students,dignity
[15] wmchamberlain,'best'
[15] dignity,r

Top Replied-To
Top Replied-To in Entire Graph:
@gregsederberg
@yycted
@edintheapple
@tbresnahan1
@gchasethomas
@herbertoneiljr
@commonlit
@npr
@reimagineedtc
@edtechantics

Top Replied-To in G2:
@edutopia
@mindshiftkqed

Top Replied-To in G6:
@gregsederberg
@usnehal

Top Replied-To in G7:
@justintarte
@fastcrayon
@tbresnahan1

Top Replied-To in G8:
@k12prospects
@reimagineedtc

Top Replied-To in G9:
@edtechantics
@hayes_melisa
@ottumwaschools
@mtholfsen

Top Mentioned
Top Mentioned in Entire Graph:
@kathleenodean
@mindshiftkqed
@fixingeducation
@johackl
@doodle_ed
@loudlearning
@curriculumblog
@pblworks
@erik_youngman
@shakeuplearning

Top Mentioned in G1:
@kathleenodean
@johackl
@mrkissupdates
@annbradenbooks
@jarrett_lerner
@sandranwallace
@jackofalllearnn

Top Mentioned in G2:
@mindshiftkqed
@alex_corbitt
@edutopia
@finleyt
@woodard_julie
@kwiens62
@joecfeldman
@caroltic_
@rs_re_p4c_uk
@dailygenius

Top Mentioned in G3:
@fixingeducation
@shellterrell
@cbosley19
@mindshiftkqed
@heidylafleur
@_daniel_scott
@juliedavisedu
@nomanualneeded

Top Mentioned in G4:
@brainwalkerfans
@modern_measures
@ukedmag
@tl_adventure
@daskalosk

Top Mentioned in G5:
@doodle_ed
@kathleenodean

Top Mentioned in G6:
@nowakro
@gregsederberg
@english_maven
@drcaligrit
@darrinpeppard
@raspberryberet3
@bill_huber_
@biscottinicole
@pattersonaubrey
@kimberlyehart

Top Mentioned in G7:
@erik_youngman
@tbresnahan1
@angelamaiers
@wadestanford
@jdauria
@msaa_33
@burkheadbill
@mindshiftkqed
@drcsjones
@justintarte

Top Mentioned in G8:
@rashidfdavis
@misskyritsis
@google
@ludigencia
@laraozer
@educatoral
@teachersjourney
@etr_in
@mradamwelcome
@amandafoxstem

Top Mentioned in G9:
@mtholfsen
@office365
@flipgrid
@design2research
@lemarrtreadwell
@mrnunesteach
@middletonhist
@onenoteedu
@annkozma723
@jakemillertech

Top Mentioned in G10:
@humrespro
@edsurge
@wmchamberlain
@cinehead
@learnography
@wef
@teac
@tamaralradford
@wickeddecent
@aaronsblackwel1

Top Tweeters
Top Tweeters in Entire Graph:
@evankirstel
@coopmike48
@smokeyformby
@eraser
@advocatefored
@jetblue
@googleexpertuk
@mjgranger1
@juandoming
@song_title

Top Tweeters in G1:
@bethkazv
@rtlikewin
@janagram80
@smhumm
@iris3287
@isandrachesney
@delightlands
@lorene4too
@twoshotgurl
@minionmommy2be

Top Tweeters in G2:
@latimes
@aldo_zaffalon
@revolp
@gdorn1
@evidencerobot
@rdene915
@web20classroom
@iamthemacman
@tastenspieler
@markbarnes19

Top Tweeters in G3:
@shellterrell
@metalsolter
@helenrobertson4
@msbrandyjackson
@stem_nastics
@principalogg
@learning_pt
@ledocteur36
@twisted_panic
@kathy73921688

Top Tweeters in G4:
@schoolsimprove
@ictmagic
@izoneyoojinie
@iconohash
@teachermarija
@amruthasuri
@teachwithsoul
@vizworld
@worldlillie
@twinklresources

Top Tweeters in G5:
@smokeyformby
@leigheff
@cher1977sherri
@sophieejayne6
@andrewsbob3
@doodle_ed
@nonentity76
@iambobliu
@accidentalsbm
@traveller_123

Top Tweeters in G6:
@evankirstel
@nytimes
@procm2
@socialmedia2day
@leoniehaimson
@laura_a_diaz
@keithkeller
@ntdbfsc
@denutrients
@techreview

Top Tweeters in G7:
@natashamonique_
@inc
@nytopinion
@erobbprincipal
@angelamaiers
@cindyfitch1
@wadestanford
@justintarte
@erik_youngman
@thesuccesstm

Top Tweeters in G8:
@gambiste1
@btkrth
@cybersec_feeds
@google
@scalarhumanity
@blackstemusa
@mradamwelcome
@classroomcrafts
@servuspecum
@bklyneagle

Top Tweeters in G9:
@digitalmaverick
@flipgrid
@jcorippo
@office365
@s_bearden
@rachaellehr
@rlfreedm
@ianstuart66
@microsoftedu
@archerjoe

Top Tweeters in G10:
@designthinkbot
@wmchamberlain
@theweirdteacher
@wef
@savepubliceduc
@imtherealrere
@wickeddecent
@craigyen
@negricari
@jenwilliamsedu


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