educhat, Twitter, 6/27/2019 9:26:48 PM, 201316


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educhat_2019-06-27_06-55-04.xlsx
educhat_2019-06-27_06-55-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 27, 2019
Short Description:
educhat via NodeXL http://bit.ly/2FDIflG
@rdene915
@sharemylesson
@secdlab
@jc_james_clark
@tiascience
@josdub63
@markj_ohnson
@teacher2teacher
@scalarhumanity
@educre8ive

Top hashtags:
#educhat
#edchat
#education
#edu
#edtech
#learn
#teach
#queer_educhat
#edutwitter

Description:
Description
The graph represents a network of 2,471 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 Thursday, 27 June 2019 at 13:56 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 13-day, 23-hour, 32-minute period from Monday, 10 June 2019 at 00:17 UTC to Sunday, 23 June 2019 at 23:50 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 : 2471
Unique Edges : 2934
Edges With Duplicates : 2635
Total Edges : 5569
Number of Edge Types : 3
Mentions : 3997
Tweet : 1399
Replies to : 173
Self-Loops : 1399
Reciprocated Vertex Pair Ratio : 0.0640481245576787
Reciprocated Edge Ratio : 0.120385766544729
Connected Components : 450
Single-Vertex Connected Components : 236
Maximum Vertices in a Connected Component : 1315
Maximum Edges in a Connected Component : 4028
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.482841
Graph Density : 0.000492678634918086
Modularity : 0.524511
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[60] https://www.rdene915.com/
[26] https://medium.com/me/stories/public
[22] https://www.aft.org/TEACH
[18] https://n.pr/2x9a3tE
[17] http://simulasidigital-muchamadekisa.blogspot.com/
[16] https://www.ampeduca.com/
[14] https://theteacherandtheadmin.com/2019/06/12/the-hidden-gems-in-our-schools/
[14] https://simulasidigital-muchamadekisa.blogspot.com
[13] https://sharemylesson.com/
[11] https://www.gettingsmart.com/2019/06/how-educators-can-prepare-for-the-future-of-work/

Top URLs in Tweet in G1:
[10] https://www.youtube.com/watch?v=XHwcbRjWEds&ref=quuu

[6] https://www.youtube.com/watch?v=KWnvP97FdX0&ref=quuu

[5] https://www.youtube.com/watch?v=LMg-ayEJXW0&ref=quuu

[5] https://buff.ly/2XwnkYS
[4] https://www.gettingsmart.com/2019/06/irl-20-tips-for-real-life-learning/
[4] https://www.hachette.com.au/content/resources/9780734417671-teachers-notes.pdf
[4] https://www.youtube.com/watch?v=BSJ3B_C990E

[3] https://www.aimhighteentips.com/AimHighTeen.pdf
[3] https://iachievelearning.com/join-our-team/
[2] https://www.phillykeeponloving.com/

Top URLs in Tweet in G2:
[1] https://forms.gle/RxL9Bi52wnEtXwy28
[1] https://www.edutopia.org/blog/successful-school-leadership-social-emotional-learning-maurice-elias
[1] https://www.edutopia.org/article/two-step-process-reducing-chronic-absenteeism
[1] https://www.edutopia.org/blog/lessons-fathers-day-sel-maurice-elias
[1] https://www.edutopia.org/blog/teacher-burnout-warning-signs-maurice-elias
[1] https://www.edutopia.org/blog/importance-asking-questions-promote-higher-order-competencies-maurice-elias
[1] https://static1.squarespace.com/static/5b5882f8b98a78554648ca48/t/5ceec065971a182e88e19af3/1559150693692/EQ+the+secret+to+securing+success+in+school+and+career+Scarsdale+Inquirer.pdf
[1] http://blog.nprinc.com/strengthening-social-emotional-learning-programs-schools-tips-overcoming-common-challenges-maurice-elias/
[1] https://static1.squarespace.com/static/5b5882f8b98a78554648ca48/t/5c7eded07817f767b312ca6b/1551818450868/white+page%21.pdf
[1] https://www.wgu.edu/heyteach/article/6-strategies-relieve-teacher-anxiety1809.html

Top URLs in Tweet in G3:
[57] https://www.rdene915.com/
[26] https://medium.com/me/stories/public
[11] https://www.gettingsmart.com/2019/06/how-educators-can-prepare-for-the-future-of-work/
[8] https://www.eschoolnews.com/2019/06/19/5-effective-ways-to-help-students-reduce-stress-and-anxiety/
[7] https://app.edu.buncee.com/buncee/91b6a3a438bf4c03a99e7265e5d32090
[6] http://ww2.kqed.org/mindshift/
[5] https://drive.google.com/file/d/1CagBmjbJuqNDR8HEuVM82IXTDr8swKbU/view
[5] https://www.gettingsmart.com/2019/06/why-schools-need-research-and-design-space/
[5] https://www.stitcher.com/s/?eid=60731712
[4] https://www.gettingsmart.com/2019/06/tech-applications-that-support-high-quality-pbl/

Top URLs in Tweet in G4:
[22] https://www.aft.org/TEACH
[13] https://sharemylesson.com/
[9] https://www.aft.org/education/aft-teach
[5] https://sharemylesson.com/community
[4] https://sharemylesson.com/collections/fathers-day-lessons-and-activities
[4] https://sharemylesson.com/collections/american-slavery-lesson-plans-teaching-hard-history
[4] https://sharemylesson.com/blog/pitch-poster-board-21st-century-presentation-tools
[3] https://www.eventbrite.com/e/earthrise-film-screening-tickets-60221289498?aff=ebdssbdestsearch&utm-medium=discovery&utm-campaign=social&utm-content=attendeeshare&utm-source=cp&utm-term=destsearch
[3] https://sharemylesson.com/blog/migration-9-remarkable-books
[3] https://sharemylesson.com/blog/student-voice-lgbtq-teens-%E2%80%98hope-does-exist%E2%80%99

Top URLs in Tweet in G5:
[13] https://www.ampeduca.com/
[5] https://www.amazon.com/gp/product/1945167572/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1945167572&linkCode=as2&tag=edtechteampre-20&linkId=7613334bcdc3007cbfca3c1c76a58311
[5] https://www.k12prospects.com/LP/Deliverability/How-to-Improve-K-12-Email-Deliverability.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=Deliverability&utm_content=textlink
[3] https://www.k12prospects.com/LP/K12-Customer-Journey/K12-decision-makers-journey-map.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=k12-school-buyers-journey-map&utm_content=textlink
[3] https://www.youtube.com/watch?v=Ot8TFCakMvE&feature=youtu.be

[2] https://twitter.com/HarryHarryshud/status/1139601207356461056
[2] https://www.rdene915.com/
[1] https://www.k12prospects.com/LP/Supercharge-Email/5-Easy-Steps-to-More-Successful-Emails-to-Principals.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=supercharge-your-email-open-rate&utm_content=textlink
[1] https://www.k12prospects.com/LP/A-B-Testing/Good-Better-Best-It-Is-All-About-An-Effective-A-B-Marketing-Test.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=a-b-testing&utm_content=textlink
[1] https://www.k12prospects.com/LP/Leads-Funnel/Turning-K-12-Leads-into-Customers-with-an-Effective-Sales-Strategy.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=leads-funnel&utm_content=textlink

Top URLs in Tweet in G6:
[7] https://twitter.com/LeticiaTrower/status/1138961439627067392
[6] https://twitter.com/LeticiaTrower/status/1138966540257288192
[4] https://twitter.com/LeticiaTrower/status/1138963381635952641
[4] https://twitter.com/balebo/status/1138972584660258816
[4] https://www.carneysandoe.com/rev-it-up
[3] https://zoom.us/recording/play/lPI42QUAur2n-iy5lG9LvGELa9_AL6tukWmReRDqvPgJHtiKrSaOhdlDonAk3u9Q?continueMode=true
[3] https://twitter.com/LeticiaTrower/status/1138969996040769536
[3] https://twitter.com/LeticiaTrower/status/1138972607208812544
[3] https://twitter.com/NAEmmanuele/status/1138967433241407489
[3] https://theskimm.com/news/guides/lgbtq-terms-allyship

Top URLs in Tweet in G7:
[1] https://drive.google.com/drive/folders/1CW6Mz8lhg3wLYjXsu5y3C6p7ZyhacXJc?usp=sharing
[1] https://drive.google.com/drive/folders/1ofYNnopGUKZ140dv-C5wSYyOkR1RlfUB?usp=sharing
[1] https://accounts.google.com/ServiceLogin?service=wise&passive=1209600&continue=https://drive.google.com/drive/folders/1cBy3OgFcCrL6kqb-uFa5s7wWSf7GK1cQ?usp%3Dsharing&followup=https://drive.google.com/drive/folders/1cBy3OgFcCrL6kqb-uFa5s7wWSf7GK1cQ?usp%3Dsharing
[1] https://docs.google.com/spreadsheets/d/1TdeHtQ9B7FlaboSeJjrUvSdkwuU_d8mbrgJnX6nvJPw/edit?usp=sharing
[1] https://drive.google.com/drive/folders/1Xv-NaGFUGeZUIIwAuFvLS7rIUWdaLmei?usp=drive_open
[1] https://www.youtube.com/watch?v=pRIITTztRC8&feature=youtu.be

[1] https://www.youtube.com/playlist?list=PLlj3hGRY1y-R_ZCHWLgyQWSdWxOOm1MlR

[1] https://sites.google.com/site/wazchronicle/classroom-news/exam-skills-resources/exam-questions-masterclass/germany-masterclass
[1] https://sites.google.com/site/wazchronicle/classroom-news/flip-learning-quizzes/germany-flip-learning-quiz/germany-flip-learning-quiz-questions
[1] https://sites.google.com/site/wazchronicle/classroom-news/reminderthatitsashortweekthisweek/germany-revision

Top URLs in Tweet in G8:
[6] https://www.youtube.com/watch?v=nUKcujRSrE4&feature=youtu.be&fbclid=IwAR2BYmpdHVvLP2IiCLejJRBO-qR-YxYUXf1FiinhzQZ9zDDrqpwGClrJb7k&app=desktop

[4] https://wiba.iheart.com/content/2019-06-18-bill-creating-dyslexia-guidebook-heads-to-state-senate/
[1] http://www.inspirededucation.info/index.php/2019/06/23/inspiration-14-whos-the-leader-of-the-club/
[1] https://theteacherandtheadmin.com/2019/06/12/the-hidden-gems-in-our-schools/
[1] https://www.imagineersteam.com/blog/summer
[1] https://www.imagineersteam.com/blog/building-materials
[1] https://www.summitdaily.com/news/parents-demand-action-from-summit-school-board-after-62-of-third-graders-are-shown-to-be-reading-below-grade-level/
[1] https://twitter.com/esanzi/status/1137871670511902720
[1] https://www.the74million.org/article/williams-together-student-report-cards-and-school-report-cards-can-show-parents-how-their-kids-are-really-doing-in-school-5-states-that-get-it-right/
[1] https://www.psychologytoday.com/us/blog/raising-readers-writers-and-spellers/201805/bridging-the-gap-between-science-and-poor-reading-0

Top URLs in Tweet in G9:
[1] https://twitter.com/drrlofthouse/status/1138913181311610882
[1] https://schoolsweek.co.uk/six-ways-trusts-can-boost-teacher-retention/
[1] https://twitter.com/HeadteacherNews/status/1138328760367931393
[1] http://www.sec-ed.co.uk/knowledge-bank/nqt-and-trainee-teachers-10-pages-of-tips-advice-and-support
[1] https://jillberry102.blog/2018/10/08/internally-promoted/amp/
[1] https://twitter.com/newtosltchat/status/1137796524598005761
[1] http://www.derventioeducation.com/insights/the-long-term-benefits-of-using-schoolip/
[1] http://www.derventioeducation.com/case-studies/british-international-school-of-stavanger/
[1] http://www.derventioeducation.com/insights/five-tips-to-improve-collaboration-in-your-school/
[1] http://www.derventioeducation.com/insights/save-valuable-time-and-paper-with-schoolip/

Top URLs in Tweet in G10:
[9] http://blog.kidsemail.org/2017/01/what-is-the-right-age-for-email/
[5] https://schoolreportwriter.com/
[1] https://parentinfo.org/article/helping-your-child-to-manage-anxiety
[1] https://www.facebook.com/SchoolReportWriter/
[1] http://www.theverge.com/2019/6/16/18680941/
[1] https://en.wikipedia.org/wiki/Gladys_West
[1] https://peacefulmindpeacefullife.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[241] com.au
[212] twitter.com
[96] youtube.com
[86] blogspot.com
[71] sharemylesson.com
[60] rdene915.com
[37] gettingsmart.com
[37] co.uk
[33] medium.com
[32] aft.org

Top Domains in Tweet in G1:
[26] youtube.com
[25] twitter.com
[10] iachievelearning.com
[9] aimhighteentips.com
[9] iconohash.com
[8] co.uk
[6] buff.ly
[5] edutopia.org
[4] kqed.org
[4] gettingsmart.com

Top Domains in Tweet in G2:
[7] edutopia.org
[2] squarespace.com
[1] forms.gle
[1] nprinc.com
[1] wgu.edu
[1] eschoolnews.com
[1] ascd.org
[1] twitter.com

Top Domains in Tweet in G3:
[57] rdene915.com
[33] gettingsmart.com
[26] medium.com
[14] twitter.com
[14] eschoolnews.com
[10] teachthought.com
[8] buncee.com
[6] kqed.org
[5] google.com
[5] amazon.com

Top Domains in Tweet in G4:
[67] sharemylesson.com
[32] aft.org
[3] eventbrite.com
[2] edweek.org
[2] routledge.com
[1] iste.org
[1] youtube.com
[1] twitter.com
[1] t.co

Top Domains in Tweet in G5:
[13] k12prospects.com
[13] ampeduca.com
[12] opogo.com
[7] youtube.com
[6] twitter.com
[6] co.uk
[5] amazon.com
[3] weareteachers.com
[2] theguardian.com
[2] rdene915.com

Top Domains in Tweet in G6:
[62] twitter.com
[12] carneysandoe.com
[3] zoom.us
[3] theskimm.com
[3] blogspot.com
[3] tinyletter.com
[2] google.com
[1] theholablog.com
[1] youthequitystewardship.com
[1] wixsite.com

Top Domains in Tweet in G7:
[9] google.com
[2] youtube.com

Top Domains in Tweet in G8:
[9] twitter.com
[6] youtube.com
[4] iheart.com
[2] imagineersteam.com
[1] inspirededucation.info
[1] theteacherandtheadmin.com
[1] summitdaily.com
[1] the74million.org
[1] psychologytoday.com

Top Domains in Tweet in G9:
[7] derventioeducation.com
[5] twitter.com
[4] co.uk
[3] gov.uk
[1] jillberry102.blog
[1] ow.ly
[1] instagram.com
[1] theconversation.com

Top Domains in Tweet in G10:
[9] kidsemail.org
[5] schoolreportwriter.com
[1] parentinfo.org
[1] facebook.com
[1] theverge.com
[1] wikipedia.org
[1] peacefulmindpeacefullife.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2167] educhat
[942] edchat
[506] education
[352] edu
[275] edtech
[265] learn
[263] teach
[236] queer_educhat
[214] edutwitter
[186] k12



Top Hashtags in Tweet in G1:
[314] educhat
[95] education
[57] edutwitter
[53] edchat
[43] edu
[27] teaching
[26] teachers
[22] edleaders
[19] edtech
[17] learn

Top Hashtags in Tweet in G2:
[20] sel
[17] educhat
[10] education
[3] edchat
[3] edu
[3] achieveit
[2] fathersday
[2] socialemotionallearning
[2] boldschool
[2] leadered

Top Hashtags in Tweet in G3:
[217] educhat
[169] education
[124] k12
[111] future4edu
[110] edtech
[76] edchat
[74] quotes4edu
[68] thriveinedu
[65] iste19
[56] blendedlearning

Top Hashtags in Tweet in G4:
[99] edchat
[99] educhat
[59] firstyearteacher
[55] teach19
[36] juneteenth
[13] gunviolence
[12] profdev
[9] fathersday
[9] worldrefugeeday
[7] pridemonth

Top Hashtags in Tweet in G5:
[182] educhat
[117] edchat
[70] tlap
[69] kidsdeserveit
[64] iste19
[57] edtech
[53] satchat
[50] ukedchat
[50] pd4uandme
[44] leadupchat

Top Hashtags in Tweet in G6:
[228] queer_educhat
[32] ellchat
[20] educhat
[20] coteachat
[15] edchat
[11] isedchat
[9] lgbtqi
[8] equity
[8] lgbtq
[8] iteach

Top Hashtags in Tweet in G7:
[33] educhat
[15] revision
[12] historyteacher
[9] onenewthing
[7] cogscisci
[7] edutwitter
[6] asechat
[6] aqachemistry
[6] gcse2019
[6] gcsehistory

Top Hashtags in Tweet in G8:
[32] educhat
[20] education
[16] edchat
[15] mapoli
[14] maedu
[10] dyslexia
[8] bospoli
[8] literacy
[8] maleg
[7] ff

Top Hashtags in Tweet in G9:
[35] educhat
[11] learned
[9] teachers
[8] sltchat
[8] edtech
[7] research
[4] edutwitter
[4] teacher5oclockclub
[3] educoach
[3] education

Top Hashtags in Tweet in G10:
[29] educhat
[14] nqt
[12] ibmyp
[12] ibpyp
[12] ibdp
[12] scichat
[12] aussieed
[12] edchateu
[12] asiaed
[12] engchat

Top Words
Top Words in Tweet in Entire Graph:
[3384] Words in Sentiment List#1: Positive
[746] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[87184] Non-categorized Words
[91314] Total Words
[2167] #educhat
[942] #edchat
[508] #education
[438] students
[376] school

Top Words in Tweet in G1:
[314] #educhat
[95] #education
[57] #edutwitter
[53] #edchat
[43] #edu
[36] learning
[35] more
[34] school
[31] children
[31] teaching

Top Words in Tweet in G2:
[150] secdlab
[136] school
[95] students
[65] learn
[62] getting
[62] back
[62] building
[62] step
[62] one
[62] next

Top Words in Tweet in G3:
[217] #educhat
[169] #education
[157] rdene915
[124] #k12
[111] #future4edu
[110] #edtech
[80] learning
[76] #edchat
[74] new
[74] #quotes4edu

Top Words in Tweet in G4:
[173] aftteach
[135] sharemylesson
[125] aftunion
[99] #edchat
[99] #educhat
[75] session
[61] use
[59] students
[59] #firstyearteacher
[55] #teach19

Top Words in Tweet in G5:
[182] #educhat
[117] #edchat
[70] #tlap
[69] #kidsdeserveit
[64] #iste19
[57] #edtech
[53] #satchat
[50] #ukedchat
[50] #pd4uandme
[44] #leadupchat

Top Words in Tweet in G6:
[228] #queer_educhat
[67] kruu_justin
[63] leticiatrower
[34] colleagues
[32] #ellchat
[32] one
[32] friedenglish101
[28] s
[26] please
[25] students

Top Words in Tweet in G7:
[33] #educhat
[32] biology
[29] biorachproject
[28] 11
[27] resources
[27] twitter
[26] year
[24] hi
[22] gcse
[22] different

Top Words in Tweet in G8:
[32] #educhat
[28] 1in5awareness
[20] #education
[16] #edchat
[15] #mapoli
[14] #maedu
[13] school
[13] grade
[13] children
[11] awfrench1

Top Words in Tweet in G9:
[35] #educhat
[22] schoolip
[14] here
[12] school
[11] #learned
[10] education
[10] look
[10] very
[10] besatweet
[10] today

Top Words in Tweet in G10:
[29] #educhat
[23] tweet
[22] first
[22] made
[22] account
[22] seek
[22] inspiration
[22] support
[22] ideas
[22] teacher

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[418] #edchat,#educhat
[256] #edu,#teach
[256] #teach,#educhat
[255] #learn,#edu
[244] #edchat,#learn
[162] #education,#educhat
[130] #educhat,#edtech
[104] check,out
[88] #edutwitter,#educhat
[78] lesson,plan

Top Word Pairs in Tweet in G1:
[28] #education,#educhat
[25] #edutwitter,#educhat
[20] #edchat,#educhat
[16] #learn,#edu
[16] #edu,#teach
[16] #teach,#educhat
[15] learn,more
[14] #educhat,#edutwitter
[13] mrahall_,first
[13] first,tweet

Top Word Pairs in Tweet in G2:
[62] getting,students
[62] students,back
[62] back,school
[62] school,building
[62] building,step
[62] step,one
[62] one,next
[62] next,comes
[62] comes,fostering
[62] fostering,positive

Top Word Pairs in Tweet in G3:
[74] #educhat,#edtech
[69] #education,#educhat
[57] learning,go
[57] go,thoughts
[57] thoughts,things
[57] things,education
[57] education,tech
[57] tech,pd
[57] pd,experiences
[57] experiences,w

Top Word Pairs in Tweet in G4:
[91] #edchat,#educhat
[59] aftunion,aftteach
[54] aftteach,#teach19
[52] #educhat,#firstyearteacher
[43] curated,collection
[43] #firstyearteacher,aftunion
[38] use,curated
[36] holiday,recognizes
[36] recognizes,abolition
[36] abolition,slavery

Top Word Pairs in Tweet in G5:
[65] #kidsdeserveit,#tlap
[50] #satchat,#edchat
[50] #edchat,#pd4uandme
[49] #educhat,#kidsdeserveit
[49] #pd4uandme,#iste19
[48] #iste19,#ukedchat
[48] #ukedchat,#educhat
[41] #tlap,#edugladiators
[37] #educhat,#edtech
[35] #edugladiators,#edchateu

Top Word Pairs in Tweet in G6:
[15] leticiatrower,#queer_educhat
[10] andreahonigsfel,mariagdove
[10] kruu_justin,#queer_educhat
[9] next,#queer_educhat
[9] #queer_educhat,facilitated
[9] facilitated,one
[9] one,leticiatrower
[9] leticiatrower,topic
[9] topic,advocating
[9] advocating,#lgbtqi

Top Word Pairs in Tweet in G7:
[20] aqa,gcse
[19] retrieval,roulette
[14] biorachproject,here's
[14] here's,fact
[14] fact,recall
[14] recall,calendar
[14] calendar,aqa
[14] gcse,biology
[14] biology,b1
[14] b1,11

Top Word Pairs in Tweet in G8:
[12] #educhat,#edchat
[7] know,done
[7] done,#ff
[7] #ff,away
[7] away,#follow
[7] #follow,#bosslady
[7] #bosslady,superstars
[7] superstars,awfrench1
[7] awfrench1,mshake418
[7] #education,#educhat

Top Word Pairs in Tweet in G9:
[10] besatweet,#learned
[8] exciting,opportunity
[8] opportunity,share
[8] share,listen
[8] listen,ideas
[8] ideas,exchange
[8] exchange,highlighting
[8] highlighting,research
[8] research,practice
[8] practice,education

Top Word Pairs in Tweet in G10:
[22] first,tweet
[22] tweet,made
[22] made,account
[22] account,seek
[22] seek,inspiration
[22] inspiration,support
[22] support,ideas
[22] ideas,teacher
[22] teacher,related
[22] related,things

Top Replied-To
Top Replied-To in Entire Graph:
@kruu_justin
@steven_kolber
@friedenglish101
@leticiatrower
@iopteaching
@scott_teach
@naemmanuele
@mrsjjee
@nycschoois
@theedpodcast

Top Replied-To in G3:
@mathgarden
@aaron_hogan
@ixllearning
@angelamccord

Top Replied-To in G5:
@alicekeeler
@tes
@schoolsweek
@rmtweets_

Top Replied-To in G6:
@kruu_justin
@friedenglish101
@leticiatrower
@naemmanuele
@mrsjjee
@balebo
@theedpodcast
@senoragaer
@alycia_owen
@barrakstar

Top Replied-To in G8:
@teacher2teacher
@maire_from_nj
@tiascience

Top Replied-To in G9:
@pivot_pl

Top Replied-To in G10:
@emma_turner75
@deputygrocott
@primaryrocks1

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@secdlab
@aftteach
@sharemylesson
@aftunion
@siopmodel
@mevogt1
@kruu_justin
@leticiatrower
@steven_kolber

Top Mentioned in G1:
@shaundellenty
@sherish_o
@rhshearn
@compareedu
@jrmmontgomery
@mradampe
@pondereducation
@pivotlearning
@laurie_hagberg

Top Mentioned in G2:
@secdlab
@edutopia
@sel4usa
@sel4nj
@sherrystclair
@selinschools
@scarsinquirer
@move_thisworld
@nprinc
@pureedgeinc

Top Mentioned in G3:
@rdene915
@getting_smart
@buncee
@sfecich
@mrsmonty5thgrd
@3dbearofficial
@eschoolnews
@dreamscapeedu
@agilix

Top Mentioned in G4:
@aftteach
@sharemylesson
@aftunion
@reimaginemigrat
@facinghistory
@newshourextra
@firstbook
@colorincolorado
@tolerance_org
@goproject

Top Mentioned in G5:
@educre8ive
@edtechteam
@teachheath
@k12prospects
@opogoeducation
@missmcintyre15
@teachertoolkit
@caudillohector
@teacher2teacher
@appleedu

Top Mentioned in G6:
@leticiatrower
@kruu_justin
@friedenglish101
@andreahonigsfel
@balebo
@mariagdove
@glsen
@naemmanuele
@theedpodcast
@glsenresearch

Top Mentioned in G7:
@biorachproject
@spbeale
@itea
@mrteachnlearn
@thewazchronicle
@iteachboys92
@kknteachlearn
@bryyyyyony
@mrs_fraser01
@physicoyle

Top Mentioned in G8:
@1in5awareness
@awfrench1
@tiascience
@mshake418
@biscottinicole
@dailystem
@solarbuddyorg
@maire_from_nj
@reneewellssteam

Top Mentioned in G9:
@schoolip
@besatweet
@claudiaowad
@bronwynhinz
@seced_education
@readingfc
@headteachernews
@doodlemaths
@gcieducation
@jillberry102

Top Mentioned in G10:
@a_hallmr
@mrshawthorne7
@primaryrocks1
@raesnape
@educatormaguk
@cliffmanning
@missljbacon
@jessicadawnb_94
@mrpranpatel
@adrianbethune

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@sectest9
@sainsburys
@lynch39083
@moniselseward
@rolandsmartin
@calcaware
@bbcnews
@nytimes
@marionste

Top Tweeters in G1:
@infopronetwork
@gwenelope
@amichetti
@iconohash
@shaundellenty
@so_you_know
@ittechbuz
@amruthasuri
@altait
@jobinindia

Top Tweeters in G2:
@edutopia
@tmsm107tom
@larsgh1
@imgende
@thadm44
@studysync
@akoster1
@culemab
@iwrite2
@rllaneso

Top Tweeters in G3:
@lynch39083
@calcaware
@bar_zie
@iamdrwill
@pardoe_ai
@rdene915
@bethhill2829
@sardimperium
@aaron_hogan
@teachermarija

Top Tweeters in G4:
@glorialaw5
@rweingarten
@gravitydynamic
@lazarovmartin7
@aftunion
@auricursine
@tunedtotheresa
@toddwhitaker
@dcarlisto
@robincogan

Top Tweeters in G5:
@alicekeeler
@teachertoolkit
@pammoran
@ncte
@techninjatodd
@teacher2teacher
@scalarhumanity
@mynaedu
@rmbyrne
@schoolsweek

Top Tweeters in G6:
@moniselseward
@abc15
@mrsjjee
@mssalvac
@illinois_alma
@roselilytwit
@tsbray
@joblify_app
@wearecta
@2014ortoy

Top Tweeters in G7:
@teacherhead
@freereed59
@adamboxer1
@headofenglish
@olicav
@kknteachlearn
@johncatted
@physicoyle
@bryyyyyony
@terryculkin1

Top Tweeters in G8:
@backpackjohn1
@worldprofessor
@edchateu
@angiecthomas
@mittaubin
@dutchgirlusa
@dingleteach
@loumongello
@1in5awareness
@dailystem

Top Tweeters in G9:
@readingfc
@tes
@jillberry102
@ethical_leader
@womencodersbot
@drrlofthouse
@australasianedu
@stringer_andrea
@bronwynhinz
@educationgovuk

Top Tweeters in G10:
@sectest9
@entwistletx
@raesnape
@educatormaguk
@paulgarvey4
@ianaddison
@jordyjax
@signoramac
@thosethatcan
@teachingaht


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