educhat, Twitter, 5/21/2019 7:02:15 PM, 197605


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educhat_2019-05-21_06-55-01.xlsx
educhat_2019-05-21_06-55-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 21, 2019
Short Description:
educhat via NodeXL http://bit.ly/2HEsCL6
@rdene915
@tanellclassroom
@jc_james_clark
@teachheath
@edgametec
@educre8ive
@scalarhumanity
@robkellytweets
@teacher2teacher
@huffpostedu

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

Description:
Description
The graph represents a network of 2,145 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 Tuesday, 21 May 2019 at 13:56 UTC.

The requested start date was Monday, 20 May 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, 55-minute period from Monday, 06 May 2019 at 00:03 UTC to Sunday, 19 May 2019 at 23:59 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 : 2145
Unique Edges : 2678
Edges With Duplicates : 2782
Total Edges : 5460
Number of Edge Types : 3
Mentions : 3839
Tweet : 1452
Replies to : 169
Self-Loops : 1452
Reciprocated Vertex Pair Ratio : 0.0645042388499816
Reciprocated Edge Ratio : 0.121191135734072
Connected Components : 368
Single-Vertex Connected Components : 174
Maximum Vertices in a Connected Component : 1179
Maximum Edges in a Connected Component : 3827
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.929119
Graph Density : 0.000627978986187941
Modularity : 0.499536
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[54] https://www.rdene915.com/
[52] https://www.youtube.com/channel/UCyX6v
[40] https://www.cmrubinworld.com/how-employers-help-children-design-their-futures/
[33] https://www.cmrubinworld.com/from-macedonia-lets-get-digital/
[25] https://medium.com/me/stories/public
[23] http://simulasidigital-muchamadekisa.blogspot.com/2018/01/pengertian-buku-digital-dan-fungsinya.html
[12] https://gosynth.com/podcasts/648
[11] https://www.amazon.com/gp/aw/d/1970133074/ref=tmm_pap_title_0?ie=UTF8&qid=&sr=
[11] https://www.youtube.com/watch?v=sXkCZcPGxwE&feature=youtu.be

[11] https://docs.google.com/forms/d/e/1FAIpQLSdbQGA0RuBLTq43utof_QOsCuUnWhTFwom7Rcdme7WdWAbIpQ/viewform

Top URLs in Tweet in G1:
[11] https://docs.google.com/forms/d/e/1FAIpQLSdbQGA0RuBLTq43utof_QOsCuUnWhTFwom7Rcdme7WdWAbIpQ/viewform
[10] http://www.nasbe.org/wp-content/uploads/2019/05/Standard_May2019_WEB_FINAL.pdf
[9] https://www.youtube.com/watch?v=sXkCZcPGxwE&feature=youtu.be

[6] https://www.cultofpedagogy.com/lgbtq-students/
[6] https://twitter.com/morgetron/status/1128815324143464450
[6] https://twitter.com/morgetron/status/1128822118588641281
[5] https://sites.google.com/view/lgbtq-inclusive-education/home
[4] https://twitter.com/morgetron/status/1128813814101815301
[4] https://twitter.com/morgetron/status/1128823880166985728
[4] https://twitter.com/morgetron/status/1128820357429891077

Top URLs in Tweet in G2:
[6] https://www.youtube.com/watch?v=LMg-ayEJXW0

[5] https://www.youtube.com/watch?v=RWo1Gx53l3M

[3] https://www.youtube.com/watch?v=KWnvP97FdX0

[3] https://www.youtube.com/watch?v=XHwcbRjWEds

[3] https://www.amazon.com/Busy-Educators-Guide-World-Wide/dp/0968331017/ref=sr_1_fkmrnull_1?crid=263FN6DQTELBY&keywords=teaching+is+glavac&qid=1555591307&s=gateway&sprefix=teaching+is+gl,digital-text,187&sr=8-1-fkmrnull
[3] https://qualityinstruction.org/blogs/thoughts/stacking-the-deck-for-learning
[2] http://ow.ly/8ope50u3Ysm
[2] https://tcea.org/teacher-appreciation
[2] https://twitter.com/TCEA/status/1126281899826192384/photo/1
[2] https://medium.com/me/stories/public

Top URLs in Tweet in G3:
[52] https://www.rdene915.com/
[21] https://medium.com/me/stories/public
[12] https://gosynth.com/podcasts/648
[11] https://www.ampeduca.com/
[10] https://www.amazon.com/gp/aw/d/1970133074/ref=tmm_pap_title_0?ie=UTF8&qid=&sr=
[9] https://drive.google.com/file/d/1vLeL_ErcxFhgiP7IM4vG-LatggFVxRC_/view
[8] https://www.youtube.com/watch?v=0-s7KJQg-ks&feature=youtu.be

[8] https://rdene915.com/2019/05/12/socrates-engaging-students-and-empowering-teachers/
[6] https://www.gettingsmart.com/2019/04/the-future-of-work-how-do-we-prepare-our-students/
[6] https://www.eschoolnews.com/2019/05/08/student-created-vr-enhance-sel/2/

Top URLs in Tweet in G4:
[50] https://www.youtube.com/channel/UCyX6v
[23] http://simulasidigital-muchamadekisa.blogspot.com/2018/01/pengertian-buku-digital-dan-fungsinya.html
[11] http://blog.kidsemail.org/2017/01/what-is-the-right-age-for-email/
[10] http://simulasidigital-muchamadekisa.blogspot.com/2017/10/pengertian-pengolah-angka-spreadsheet.html
[9] http://simulasidigital-muchamadekisa.blogspot.com/2017/05/pengertian-perangkat-lunak-pengolah-kata.html
[7] https://www.youtube.com/channel/UCi_HS82npoiVO4v2AGC0mSg/videos
[5] https://youtube.com/channel/UCyX6v
[5] http://simulasidigital-muchamadekisa.blogspot.com/2017/02/pengertian-presentasi-video-fungsi-dan.html
[5] https://www.doodlemaths.com/2019/05/16/how-doodlemaths-uses-gamification-to-maximise-motivation/
[5] http://simulasidigital-muchamadekisa.blogspot.com/2018/06/pengertian-pengolah-database-fungsi.html

Top URLs in Tweet in G5:
[1] https://twitter.com/mrkempnz/status/1126628917014437888
[1] https://twitter.com/Mrs_Gilchrist/status/1128617772722937856
[1] http://learningwithdigitaltechnology.global2.vic.edu.au/2019/01/26/the-art-of-creating-radio/#.XNSoLp9uha4.twitter
[1] http://learningwithdigitaltechnology.global2.vic.edu.au/2019/05/13/teachers-to-follow-on-twitter-collection-4/#.XNldcsoGrlU.twitter
[1] https://twitter.com/cbsnews/status/1124365619611172866
[1] http://learningwithdigitaltechnology.global2.vic.edu.au/2019/01/26/the-art-of-creating-radio/
[1] https://twitter.com/robkellytweets/status/1125342114282229760

Top URLs in Tweet in G6:
[4] https://www.youtube.com/watch?v=dADYKlBTvvg&feature=youtu.be

[2] https://custom.rebrandly.com/404
[2] https://drive.google.com/file/d/17SSbuA4QVUrhr7RbP-EkxTTEpGU5Vg_6/view?usp=sharing
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2Fwevideoeducators%2F%3Fref%3Dshare
[1] https://airtable.com/shr1sEt9cVakxTxS9?utm_campaign=Edu
[1] Newsletter&utm_source=hs_email&utm_medium=email&utm_content=71866276&_hsenc=p2ANqtz-9-KRXpVLphXe3qB71Jv4ZC-_B2uFLV6nPQtj4PtY0Q3HiUmScJbEwRqGdTKgiFwukb6NjprfTKiMKkMdQSbSMDgxNpfA&_hsmi=71866814
[1] https://docs.google.com/viewer?url=https://www.commonsensemedia.org/sites/default/files/uploads/research/2019-educator-census-inside-the-21st-century-classroom_1.pdf
[1] https://www.youtube.com/watch?v=2wWvXvDbQQ0&feature=youtu.be

[1] http://tweetedtimes.com/#!/tonnet

Top URLs in Tweet in G7:
[9] https://www.thecut.com/2019/05/college-admissions-scandal-how-students-feel.html
[9] https://www.cnbc.com/2019/05/13/costs-have-jumped-55-percent-in-a-decade-at-public-colleges.html
[8] https://www.bloomberg.com/opinion/articles/2019-05-06/american-college-students-are-choosing-to-major-in-health
[7] https://people.howstuffworks.com/why-colleges-hand-out-honorary-degrees.htm
[7] https://www.marketwatch.com/story/more-than-400-colleges-are-still-accepting-students-for-this-fall-and-many-have-financial-aid-to-boot-2019-05-08
[4] https://www.usnews.com/education/best-colleges/paying-for-college/articles/2019-05-02/how-to-pay-for-college-as-a-single-mom
[4] https://www.insidehighered.com/admissions/article/2019/05/13/college-holy-cross-abandons-need-blind-admissions
[2] https://www.wsj.com/articles/the-online-tool-that-helps-and-hinders-college-applicants-11556883000
[2] https://www.usatoday.com/story/news/education/2019/05/01/act-sat-scholarships-college-admissions-scandal-scores-test-prep/3640007002/
[2] http://time.com/5590396/sat-adversity-score/

Top URLs in Tweet in G8:
[5] http://www.learncanola.com/default.aspx
[4] https://www.kqed.org/mindshift/53306/how-mindfulness-can-help-teachers-and-students-manage-challenging-situations
[3] http://www.2learn.ca/enjoy/victoriaDay/
[2] https://www.scholastic.com/teachers/teaching-tools/articles/3-easy-and-effective-ways-to-make-the-end-of-the-school-year-les.html?eml=Teachers/smd/20190512/Twitter/TeachersPage/TCS/1500/Beta/3WaysStressLess
[2] https://www.edutopia.org/article/csi-verona-science-and-literature-combine?utm_medium=socialflow&utm_source=twitter
[2] http://fieldsofhome.blogspot.com/2019/05/wheels-up-erdown.html
[2] http://www.2learn.ca/specialedition/bees/
[2] https://www.kqed.org/mindshift/40583/how-schools-can-help-nurture-students-mental-health
[2] http://fieldsofhome.blogspot.com/2019/05/do-april-showers-bring-may-flowers.html
[2] http://www.2learn.ca/enjoy/asian/

Top URLs in Tweet in G9:
[6] https://greenvillejournal.com/2019/05/16/scs-first-public-school-for-dyslexic-students-sees-initial-success/
[3] https://www.sciencedaily.com/releases/2009/12/091209121200.htm
[2] https://www.psychologicalscience.org/news/releases/beyond-the-reading-wars-how-the-science-of-reading-can-improve-literacy.html
[2] https://twitter.com/MassParents/status/1128344272313438209
[1] https://twitter.com/mbaenews/status/1128282182445862913
[1] https://twitter.com/dyslexia_azida/status/1126310345289551872
[1] https://twitter.com/educationweek/status/1127260579620642819
[1] https://www.forbes.com/sites/meganbruneau/2019/02/11/he-was-told-hed-never-amount-to-anything-due-to-dyslexia-by-thirteen-hed-made-his-first-million/
[1] https://twitter.com/kare11/status/1127891237741182978
[1] https://twitter.com/tighejeanne/status/1128031496919506944

Top URLs in Tweet in G10:
[1] https://teachbetter.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[239] com.au
[221] twitter.com
[162] youtube.com
[76] blogspot.com
[73] cmrubinworld.com
[65] rdene915.com
[58] co.uk
[51] google.com
[32] medium.com
[28] kqed.org

Top Domains in Tweet in G1:
[85] twitter.com
[18] google.com
[15] youtube.com
[12] pearsonschool.com
[10] nasbe.org
[6] cultofpedagogy.com
[4] tinyletter.com
[3] empoweringells.com
[3] glsen.org
[2] genderspectrum.org

Top Domains in Tweet in G2:
[32] twitter.com
[22] youtube.com
[11] iconohash.com
[9] edtechreview.in
[7] google.com
[6] qualityinstruction.org
[6] iachievelearning.com
[5] instagram.com
[5] amazon.com
[4] co.uk

Top Domains in Tweet in G3:
[61] rdene915.com
[28] youtube.com
[27] medium.com
[20] gosynth.com
[18] tes.com
[14] eschoolnews.com
[14] gettingsmart.com
[13] ampeduca.com
[12] amazon.com
[12] google.com

Top Domains in Tweet in G4:
[68] youtube.com
[66] blogspot.com
[24] k12prospects.com
[11] kidsemail.org
[5] doodlemaths.com
[4] ascd.org
[4] twitter.com
[3] co.uk
[2] medium.com
[2] rdene915.com

Top Domains in Tweet in G5:
[4] twitter.com
[3] edu.au

Top Domains in Tweet in G6:
[5] youtube.com
[3] google.com
[2] rebrandly.com
[1] facebook.com
[1] airtable.com
[1] tweetedtimes.com

Top Domains in Tweet in G7:
[9] thecut.com
[9] cnbc.com
[8] bloomberg.com
[7] howstuffworks.com
[7] marketwatch.com
[4] wsj.com
[4] usnews.com
[4] insidehighered.com
[3] twitter.com
[2] usatoday.com

Top Domains in Tweet in G8:
[14] edutopia.org
[13] kqed.org
[12] 2learn.ca
[9] weareteachers.com
[5] scholastic.com
[5] learncanola.com
[4] blogspot.com
[2] edweek.org
[2] cultofpedagogy.com
[1] twitter.com

Top Domains in Tweet in G9:
[10] twitter.com
[6] greenvillejournal.com
[3] sciencedaily.com
[2] psychologicalscience.org
[1] forbes.com
[1] com.au

Top Domains in Tweet in G10:
[1] teachbetter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2147] educhat
[737] edchat
[489] education
[354] edu
[316] edtech
[279] queer_educhat
[273] learn
[269] teach
[225] k12
[204] revision



Top Hashtags in Tweet in G1:
[271] queer_educhat
[121] ellchat
[99] ellchat_bkclub
[69] esl
[69] educhat
[68] ela
[58] tesol
[51] esol
[51] ell
[25] allyship

Top Hashtags in Tweet in G2:
[308] educhat
[85] education
[49] edchat
[47] edu
[28] teaching
[27] edleaders
[25] teachers
[23] learning
[22] edtech
[19] teacher

Top Hashtags in Tweet in G3:
[254] educhat
[155] education
[126] k12
[122] edtech
[108] future4edu
[89] quotes4edu
[79] edchat
[74] thriveinedu
[52] blendedlearning
[45] sel

Top Hashtags in Tweet in G4:
[152] educhat
[112] edchat
[74] edtech
[58] blog
[55] education
[54] computer
[54] web
[38] k12
[31] edu
[30] stem

Top Hashtags in Tweet in G5:
[34] educhat
[12] pln
[9] mondaymotivation
[5] pypchat
[4] stem
[3] whatisschool
[3] pypconnected
[3] createedu
[3] edchat
[3] teachers

Top Hashtags in Tweet in G6:
[32] educhat
[20] greenscreen
[18] edtech
[14] edchat
[12] 143dayedu
[10] education
[8] edtach
[8] googlesheets
[7] k12
[7] edtechchat

Top Hashtags in Tweet in G7:
[66] educhat
[54] college
[54] collegetalk
[50] highered
[40] highschool
[22] collegelife
[21] education
[21] edchat
[17] collegetips
[15] admissions

Top Hashtags in Tweet in G8:
[92] educhat
[70] edchat
[11] asianheritagemonth
[7] aimschat
[7] mindshift
[7] mindfulness
[5] kinderchat
[5] science
[5] abed
[5] hackingassessment

Top Hashtags in Tweet in G9:
[33] educhat
[21] maedu
[20] mapoli
[18] voices4ed
[16] dyslexia
[12] edchat
[12] reading
[10] literacy
[6] education
[6] momsdontgiveup

Top Hashtags in Tweet in G10:
[6] educhat
[5] edleaders
[4] sbg
[4] edchat
[3] teachbetter
[3] leadlap
[3] resiliencechat
[3] pd4uandme
[3] edugladiators
[2] tlap

Top Words
Top Words in Tweet in Entire Graph:
[3108] Words in Sentiment List#1: Positive
[821] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[86598] Non-categorized Words
[90527] Total Words
[2148] #educhat
[737] #edchat
[518] here
[489] #education
[480] learning

Top Words in Tweet in G1:
[271] #queer_educhat
[247] siop
[190] siopmodel
[129] tanellclassroom
[121] #ellchat
[99] #ellchat_bkclub
[93] more
[87] jechev
[85] morgetron
[78] s

Top Words in Tweet in G2:
[308] #educhat
[85] #education
[49] #edchat
[48] more
[47] #edu
[32] out
[31] school
[30] here
[29] teaching
[29] s

Top Words in Tweet in G3:
[254] #educhat
[155] #education
[127] rdene915
[126] #k12
[122] #edtech
[108] #future4edu
[89] #quotes4edu
[86] learning
[79] #edchat
[74] #thriveinedu

Top Words in Tweet in G4:
[152] #educhat
[112] #edchat
[74] #edtech
[68] youtube
[66] channel
[60] article
[58] #blog
[55] #education
[54] #computer
[54] #web

Top Words in Tweet in G5:
[42] s
[34] #educhat
[32] robkellytweets
[27] here
[22] awesome
[19] lwdt
[16] ss
[14] teachers
[14] global2_blog
[13] berwicklodgeps

Top Words in Tweet in G6:
[32] #educhat
[29] wevideo
[27] educre8ive
[20] #greenscreen
[20] here
[19] s
[18] #edtech
[15] twitter
[14] #edchat
[13] m

Top Words in Tweet in G7:
[66] #educhat
[54] #college
[54] #collegetalk
[50] #highered
[40] #highschool
[30] college
[29] colleges
[24] students
[22] #collegelife
[21] #education

Top Words in Tweet in G8:
[92] #educhat
[70] #edchat
[69] students
[19] read
[19] supermanduffy
[19] resources
[17] teachers
[17] teacher
[16] research
[15] asian

Top Words in Tweet in G9:
[35] radiokeri
[33] #educhat
[21] #maedu
[20] #mapoli
[18] #voices4ed
[18] parents
[16] #dyslexia
[14] children
[13] s
[12] #edchat

Top Words in Tweet in G10:
[52] good
[52] enough
[32] teachbetterteam
[26] fact
[26] lesson
[26] observed
[26] principal
[25] st
[8] explore
[6] #educhat

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[264] #teach,#educhat
[262] #learn,#edu
[262] #edu,#teach
[250] #edchat,#learn
[245] #edchat,#educhat
[245] flip,learning
[242] hi,here
[242] here,flip
[242] learning,germany
[242] germany,quiz

Top Word Pairs in Tweet in G1:
[66] siop,author
[60] jechev,siopmodel
[59] hey,#ellchat_bkclub
[57] siopmodel,#ellchat
[54] siopmodel,hey
[49] #ellchat,#esl
[44] mark,calendars
[42] #esol,#tesol
[42] 5,22
[42] 22,19

Top Word Pairs in Tweet in G2:
[37] #education,#educhat
[22] check,out
[16] #edchat,#educhat
[15] #learn,#edu
[15] #edu,#teach
[15] #teach,#educhat
[15] #educhat,#parents
[14] #parents,#principals
[14] #principals,#student
[13] #edchat,#edleaders

Top Word Pairs in Tweet in G3:
[89] #educhat,#edtech
[66] #education,#educhat
[52] learning,go
[52] go,thoughts
[52] thoughts,things
[52] things,education
[52] education,tech
[52] tech,pd
[52] pd,experiences
[52] experiences,w

Top Word Pairs in Tweet in G4:
[67] #edchat,#educhat
[66] channel,youtube
[57] article,channel
[55] youtube,#blog
[54] #blog,#computer
[54] #computer,#web
[31] #educhat,#k12
[28] #ascdl2l,#edchat
[26] #web,#internet
[26] #stemsquad,#stemchallenge

Top Word Pairs in Tweet in G5:
[24] here,s
[13] lwdt,global2_blog
[11] robkellytweets,here
[10] anyone,interested
[10] interested,starting
[10] starting,radio
[10] radio,show
[10] show,podcast
[10] podcast,ss
[10] ss,here

Top Word Pairs in Tweet in G6:
[12] m,geeked
[12] geeked,upcoming
[12] upcoming,twitter
[12] twitter,#educhat
[12] #educhat,smgaillard
[12] smgaillard,jenwilliamsedu
[12] jenwilliamsedu,s
[12] s,joining
[12] joining,#143dayedu
[10] jchandlerteach,m

Top Word Pairs in Tweet in G7:
[49] #college,#collegetalk
[20] #highered,#educhat
[17] #collegetalk,#collegelife
[13] more,400
[13] 400,colleges
[13] colleges,still
[13] still,accepting
[13] accepting,students
[13] students,fall
[13] fall,many

Top Word Pairs in Tweet in G8:
[70] #edchat,#educhat
[14] students,read
[13] students,research
[11] supermanduffy,students
[9] read,celebrate
[9] celebrate,#asianheritagemonth
[9] #asianheritagemonth,11
[9] 11,books
[9] books,featuring
[9] featuring,south

Top Word Pairs in Tweet in G9:
[18] #educhat,#voices4ed
[15] #mapoli,#maedu
[10] #maedu,#educhat
[10] tfw,blocked
[10] blocked,diane
[10] diane,ravitch
[10] ravitch,pointing
[10] pointing,out
[10] out,hypocrisy
[10] hypocrisy,fact

Top Word Pairs in Tweet in G10:
[52] good,enough
[26] fact,lesson
[26] lesson,good
[26] enough,observed
[26] observed,principal
[26] principal,good
[25] teachbetterteam,fact
[25] enough,st
[4] ts,explore
[4] explore,grading

Top Replied-To
Top Replied-To in Entire Graph:
@edu_employers
@cmrubinworld
@morgetron
@pegasusels
@kruu_justin
@friedenglish101
@barrakster
@leticiatrower
@bakumonolit
@uft

Top Replied-To in G1:
@morgetron
@kruu_justin
@friedenglish101
@barrakster
@leticiatrower
@grahamwnoble
@bakumonolit
@naemmanuele
@natornatalie
@blaketobey

Top Replied-To in G3:
@buncee
@micheleborba
@barbaragruener
@edu_match
@mairecervenak

Top Replied-To in G4:
@doodlemaths

Top Replied-To in G5:
@lv2teachntravel
@devikadatta15
@mrweimann
@levi_allison42
@teacher2teacher
@rcrellin
@muirmoir
@mrmarkowich
@gruntledchalkie
@nickysloss

Top Replied-To in G6:
@jamesdsayer
@weebly

Top Replied-To in G7:
@uft
@nydnbenchapman
@japaspanglish
@leoniehaimson
@rweingarten
@agzimmerman

Top Mentioned
Top Mentioned in Entire Graph:
@siopmodel
@thewazchronicle
@rdene915
@tanellclassroom
@jechev
@morgetron
@kruu_justin
@mesa_2018
@k12prospects
@valentinaesl

Top Mentioned in G1:
@siopmodel
@tanellclassroom
@jechev
@morgetron
@kruu_justin
@friedenglish101
@leticiatrower
@andreahonigsfel
@pearsonprek12
@readysetcoteach

Top Mentioned in G2:
@mathattax
@thepeepertimes
@cbtexampro

Top Mentioned in G3:
@rdene915
@youtube
@learnwithsocra1
@gosynth
@tesresources
@edumatchbooks
@k12prospects
@siopmodel
@parentsquare
@getting_smart

Top Mentioned in G4:
@mesa_2018
@k12prospects
@nlcsamg
@missmcintyre15
@ascd
@walterindc
@doodlemaths
@theisabellaliu
@otusk12
@jillian_damon

Top Mentioned in G5:
@robkellytweets
@global2_blog
@berwicklodgeps
@mtan27
@devikadatta15
@henrygrossek
@taradcat
@detvic
@djoneseducator
@ubcmetcommunity

Top Mentioned in G6:
@educre8ive
@jenwilliamsedu
@smgaillard
@sdcthailand
@jchandlerteach
@dekalbschoolsit
@jakemillertech
@googleforedu
@robkellytweets

Top Mentioned in G7:
@college_experts
@bxeu4j
@wsj
@nycschools
@nycschoois
@uftsolidarity
@sobronxschool
@nysednews
@doechancellor
@uft

Top Mentioned in G8:
@supermanduffy
@2learn_ca
@firstbook
@bijannagji
@learncanola
@mindshiftkqed
@edutopia
@teacher2teacher
@weareteachers

Top Mentioned in G9:
@radiokeri
@1in5awareness
@citizenstewart
@realtalkgwens
@johnbking
@arneduncan
@edu_post
@massparents
@ctparentsunion
@ed

Top Mentioned in G10:
@teachbetterteam
@teacheracer
@thewrightleader
@dmvelliaris
@howa
@howareyousmart
@suszanti5
@specialtechie
@mrpstrunk
@bst_principal

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@lopezgovlaw
@edgametec
@calcaware
@bostonglobe
@telegraph
@corruptnsw
@washingtonpost
@wsj
@alicekeeler

Top Tweeters in G1:
@dileed
@rowerikw
@mrsjjee
@butwait
@erik_youngman
@emilyfranesl
@mssalvac
@illinois_alma
@tsbray
@morgetron

Top Tweeters in G2:
@satisphactionio
@jamesmb
@iconohash
@maupanas
@jobinindia
@bronwynhinz
@harryharryshud
@etr_in
@saranshgarg
@mwillyg

Top Tweeters in G3:
@calcaware
@iamdrwill
@tamraraven
@pardoe_ai
@flipgrid
@zuzudotai
@rdene915
@nathan_stevens
@shannonmmiller
@bethhill2829

Top Tweeters in G4:
@sectest9
@designthinkbot
@mssackstein
@educatormaguk
@scalarhumanity
@sardimperium
@tomwhitby
@mcleod
@paulsolarz
@ascd

Top Tweeters in G5:
@mrkempnz
@canva
@theage
@mr_isaacs
@gruntledchalkie
@zeinachalich
@rachaellehr
@dothinkeducate
@hollyransom
@madformaple

Top Tweeters in G6:
@alicekeeler
@smgaillard
@google
@tonnet
@aaron_hogan
@drkatrinakeene
@jenwilliamsedu
@tishrich
@lieberrian
@edtechteam

Top Tweeters in G7:
@bostonglobe
@washingtonpost
@wsj
@nydailynews
@latimes
@college_experts
@rweingarten
@chipgoines
@leoniehaimson
@marcela_elisa

Top Tweeters in G8:
@gma
@craignewmark
@teacher2teacher
@pragmaticmom
@popsci
@markbarnes19
@spencerideas
@sakai_meg
@alienearbud
@valariebudayr_

Top Tweeters in G9:
@ed
@jag_____
@jriske
@citizenstewart
@beth_hawkins
@dutchgirlusa
@petercook
@edtrust
@1in5awareness
@realtalkgwens

Top Tweeters in G10:
@laura_a_diaz
@melanie_korach
@teresaflutemath
@jeffgargas
@mrpstrunk
@teachbetterteam
@specialtechie
@raehughart
@reallifeleading
@carlameyrink


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