edchat, Twitter, 5/23/2022 1:45:55 PM, 276890


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edchat_2022-05-23_03-30-02.xlsx
edchat_2022-05-23_03-30-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 23, 2022
Short Description:
edchat via NodeXL https://bit.ly/3wCVyO9
@educationbnb
@tcea
@jeffnelsontli
@allaboutthepact
@jc_james_clark
@catlin_tucker
@rdene915
@edutopia
@fixingeducation
@finleyt

Top hashtags:
#edchat
#education
#edtech
#k12
#edutwitter
#icte2022
#sdgs
#lrnchat
#teachers

Description:
Description
The graph represents a network of 4,890 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, 23 May 2022 at 10:38 UTC.

The requested start date was Monday, 23 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 5-day, 13-hour, 50-minute period from Tuesday, 17 May 2022 at 10:10 UTC to Monday, 23 May 2022 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 : 4890
Unique Edges : 3038
Edges With Duplicates : 12221
Total Edges : 15259
Number of Edge Types : 5
Mentions : 2581
Retweet : 4523
MentionsInRetweet : 6003
Tweet : 1812
Replies to : 340
Self-Loops : 1919
Reciprocated Vertex Pair Ratio : 0.0420115570826175
Reciprocated Edge Ratio : 0.0806354916067146
Connected Components : 444
Single-Vertex Connected Components : 218
Maximum Vertices in a Connected Component : 3751
Maximum Edges in a Connected Component : 13281
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.783224
Graph Density : 0.000279078989141769
Modularity : 0.394258
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,890 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, 23 May 2022 at 10:38 UTC.

The requested start date was Monday, 23 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 5-day, 13-hour, 50-minute period from Tuesday, 17 May 2022 at 10:10 UTC to Monday, 23 May 2022 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : edchat
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[147] https://www.wvls.org/audio-books-are-real-books-how-audio-promotes-literacy/
[90] https://tarunagoel.blogspot.com/2016/04/coaching-and-mentoring-whats-difference.html
[38] https://blog.tcea.org/long-live-feedforward/
[36] https://www.amazon.com/Pecha-Kucha-English-Language-Teaching-ebook/dp/B00JPRUREI/ref=sr_1_1?s=books&ie=UTF8&qid=1549976286&sr=1-1&refinements=p_82:B007G9HJFM,p_n_feature_browse-bin:618073011
[30] https://fouroclockfaculty.com/2018/08/even-more-ideas-to-switch-up-staff-meetings/
[28] https://spencerauthor.com/creativeapproach/
[26] http://esheninger.blogspot.com/2022/05/embracing-evolved-thought-process.html
[26] https://www.restorativegroup.org/
[25] https://oodlu.org/
[24] http://esheninger.blogspot.com/2022/05/improvement-is-always-possible.html

Top URLs in Tweet in G1:
[25] https://oodlu.org/
[23] https://www.braveenoughtofail.org/
[18] https://www.grade1to6.com/
[15] https://oodlu.org
[13] https://rdene915.com/2022/05/18/pbis-behavior-management-with-bloomz/
[11] https://www.pikmykid.com/embracing-innovation-and-risk-taking/
[10] https://www.losnietos.k12.ca.us/apps/pages/index.jsp?uREC_ID=39346&type=d&pREC_ID=1943472
[10] https://losnietos.az1.qualtrics.com/jfe/form/SV_9BmCgZ9b6yJGB9A?utm_source=Qualtrics
[10] https://www.losnietos.k12.ca.us/apps/news/article/1616906
[9] https://everfi.com/blog/k-12/how-to-provide-mental-health-and-wellness-education-with-everfi/

Top URLs in Tweet in G2:
[144] https://www.wvls.org/audio-books-are-real-books-how-audio-promotes-literacy/
[86] https://tarunagoel.blogspot.com/2016/04/coaching-and-mentoring-whats-difference.html
[36] https://blog.tcea.org/long-live-feedforward/
[28] https://fouroclockfaculty.com/2018/08/even-more-ideas-to-switch-up-staff-meetings/
[24] https://spencerauthor.com/creativeapproach/
[20] https://indieseducation.com/how-to-improve-critical-thinking-proven-techniques/
[18] https://www.youtube.com/watch?v=g0Xq1bU_Fwo

[17] https://blog.tcea.org/the-big-list-of-educational-twitter-chats/
[7] https://fouroclockfaculty.com/2022/05/1995-mode/
[7] https://venngage.com/blog/leadership-infographics/

Top URLs in Tweet in G3:
[1] https://fifetli.blog/2022/05/18/teachers-these-days/

Top URLs in Tweet in G4:
[6] https://tweetedtimes.com/JodiMos
[5] https://tweetedtimes.com/search/iKrips/en
[3] https://www.marzanoresearch.com/ensuring-future-student-success-defining-and-assessing-21st-century-skills/
[3] https://www.griffinot.com/sensory-processing-disorder-training/
[2] https://drawingsof.com/clothes-vs-cloths/
[2] https://www.cts.ae/windows/
[2] https://www.fiverr.com/tosin_barb/online-course-content-course-curriculum-e-learning
[2] https://www.2peasandadog.com/2017/05/preparingforasickday.html?utm_sq=grrvwp2z9n
[2] https://2peasandadog.com/2020/04/preparing-students-for-middle-school.html?utm_sq=grsezlquk7
[2] https://cattsireland.com/onlinetraining/courses/speech-sound-disorders-101/

Top URLs in Tweet in G5:
[2] https://catlintucker.com/2022/04/performance-tasks/
[2] https://catlintucker.com/2021/05/end-of-the-year-routines/
[2] https://catlintucker.com/2022/05/srm-mini-course/
[2] https://catlintucker.com/2022/05/side-by-side-assessments/
[2] https://www.theinclusiveclass.com/2022/05/the-effects-of-presuming-competence-on.html
[1] https://podcasts.apple.com/us/podcast/reevaluating-your-approach-to-grading/id1485751335?i=1000550602580
[1] https://catlintucker.com/2020/01/growth-over-time/
[1] https://catlintucker.com/2021/04/peer-feedback/
[1] https://catlintucker.com/2021/06/end-of-the-year-housekeeping/
[1] https://catlintucker.com/2021/09/standards-aligned-rubrics/

Top URLs in Tweet in G6:
[6] https://www.teachbetter.com/blog/leading-with-questions-a-playbook-for-school-leaders/
[3] https://sacredframework.com/are-you-a-pizza-based-learner/
[2] https://twitter.com/tomwhitby/status/1526699007984246785
[2] https://www.youtube.com/watch?v=ZCB-0LWAmxw&feature=youtu.be

[2] https://www.bamradionetwork.com/track/too-many-demands-too-little-time-are-we-ready-to-adopt-a-minimalist-approach-to-education/
[2] https://twitter.com/shiftparadigm/status/1526699836627488768
[2] https://www.edweek.org/leadership/opinion-the-buffalo-massacre-is-exactly-why-we-need-to-talk-about-racism-with-white-students/2022/05
[2] https://www.insider.com/social-media-rules-for-couples-2017-4
[2] https://teachmiddleeastmag.com/a-better-way-of-doing-lesson-observations-trust-based-observations-with-craig-randall/
[2] https://teachmiddleeastmag.com/how-to-create-world-class-schools/

Top URLs in Tweet in G7:
[3] https://www.teachermagazine.com/in_en/articles/satyam-mishra-on-making-mathematics-more-engaging-and-relevant-for-students?utm_source=Social&utm_medium=Twitter&utm_campaign=SocialMedia
[2] https://twitter.com/CitizenshipFund/status/1527554658109075456
[2] https://www.thehuman.school/podcast
[1] https://confirmsubscription.com/h/r/13BDE7A7631AB0EF2540EF23F30FEDED
[1] https://linktr.ee/mrkempnz
[1] https://twitter.com/CitizenshipFund/status/1527560642181312512
[1] https://twitter.com/CitizenshipFund/status/1527616932895084544
[1] https://twitter.com/CitizenshipFund/status/1527573290163744768
[1] https://twitter.com/CitizenshipFund/status/1527575151700606976
[1] https://twitter.com/CitizenshipFund/status/1527591875409899520

Top URLs in Tweet in G8:
[2] https://westonkieschnick.com/
[2] https://www.amazon.com/Educators-ATLAS-Your-Roadmap-Engagement/dp/1736199684
[2] https://www.edweek.org/leadership/how-principals-can-boost-effectiveness-of-instructional-coaches/2022/05?utm_source=tw&utm_medium=soc&utm_campaign=edit
[2] https://www.edweek.org/leadership/it-has-to-be-a-priority-why-schools-cant-ignore-the-climate-crisis/2022/05?utm_source=tw&utm_medium=soc&utm_campaign=edit
[2] https://www.edweek.org/leadership/how-are-schools-spending-esser-funds-4-takeaways-from-a-new-report/2022/05
[1] https://www.amazon.com/dp/1736199684?psc=1&smid=ATVPDKIKX0DER&ref_=chk_typ_quicklook_titleToDp
[1] http://esheninger.blogspot.com/2022/05/improvement-is-always-possible.html
[1] https://www.edweek.org/teaching-learning/teachers-told-us-how-they-rack-up-those-54-hours-of-work-each-week/2022/04?utm_source=tw&utm_medium=soc&utm_campaign=edit
[1] https://www.edweek.org/policy-politics/schools-can-seek-more-time-to-spend-esser-funds-on-outside-contracts/2022/05?utm_source=tw&utm_medium=soc&utm_campaign=edit
[1] https://www.edweek.org/teaching-learning/discussing-racist-violence-with-students-4-best-practices/2022/05?utm_source=tw&utm_medium=soc&utm_campaign=edit

Top URLs in Tweet in G10:
[1] https://blog.edcite.com/2019/05/16/4-checks-for-understanding-you-may-have-forgotten/
[1] https://edcite.zohodesk.com/portal/en/kb/articles/how-to-translate
[1] https://www.youtube.com/watch?v=g0Xq1bU_Fwo


Top Domains
Top Domains in Tweet in Entire Graph:
[230] twitter.com
[222] blogspot.com
[147] wvls.org
[112] youtube.com
[87] oodlu.org
[73] amazon.com
[63] tcea.org
[49] edweek.org
[46] duoinspirations.com
[44] edutopia.org

Top Domains in Tweet in G1:
[87] oodlu.org
[57] youtube.com
[52] twitter.com
[41] internet4classrooms.com
[35] blogspot.com
[33] careerarc.com
[30] edutopia.org
[24] edtechreview.in
[23] braveenoughtofail.org
[23] mzteachuh.org

Top Domains in Tweet in G2:
[144] wvls.org
[95] blogspot.com
[53] tcea.org
[35] fouroclockfaculty.com
[28] spencerauthor.com
[20] indieseducation.com
[18] youtube.com
[16] twitter.com
[7] venngage.com
[6] paper.li

Top Domains in Tweet in G3:
[1] fifetli.blog

Top Domains in Tweet in G4:
[34] twitter.com
[19] mradampe.com
[12] blogspot.com
[11] tweetedtimes.com
[6] bit.ly
[5] 2peasandadog.com
[4] amazon.com
[4] sadlier.com
[4] google.com
[4] instagram.com

Top Domains in Tweet in G5:
[13] catlintucker.com
[6] ideaillinois.org
[3] studysync.com
[2] theinclusiveclass.com
[1] apple.com
[1] achievethecore.org
[1] edutopia.org
[1] blogspot.com
[1] youtube.com
[1] wvls.org

Top Domains in Tweet in G6:
[15] twitter.com
[10] teachbetter.com
[7] bamradionetwork.com
[6] paper.li
[5] sacredframework.com
[4] youtube.com
[4] teachmiddleeastmag.com
[3] edweek.org
[3] apple.com
[2] ascd.org

Top Domains in Tweet in G7:
[7] twitter.com
[6] thehuman.school
[3] teachermagazine.com
[2] edu.au
[1] confirmsubscription.com
[1] linktr.ee
[1] blogspot.com
[1] globalcitizenshipfoundation.org
[1] teacherwit.com

Top Domains in Tweet in G8:
[22] edweek.org
[3] amazon.com
[3] twitter.com
[2] westonkieschnick.com
[2] blogspot.com
[1] lu.ma

Top Domains in Tweet in G10:
[1] edcite.com
[1] zohodesk.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4402] edchat
[856] education
[708] edtech
[467] k12
[400] edutwitter
[376] icte2022
[364] sdgs
[364] lrnchat
[353] teachers
[276] teaching



Top Hashtags in Tweet in G1:
[1155] edchat
[426] edtech
[419] education
[189] k12
[129] edutwitter
[102] teaching
[97] edtechchat
[89] sel
[79] teachertwitter
[78] suptchat

Top Hashtags in Tweet in G2:
[533] edchat
[147] academictwitter
[100] educoach
[90] learning
[70] teaching
[60] edutwitter
[47] leadership
[46] education
[41] teachers
[36] feedback

Top Hashtags in Tweet in G3:
[6] togetherwerfife
[6] edchat
[6] teachertwitter
[5] leadlap
[5] tlap
[4] teachersthesedays
[4] principalsinaction
[1] teachers
[1] middleschool

Top Hashtags in Tweet in G4:
[323] edchat
[63] education
[41] edutwitter
[27] edtech
[26] physed
[25] teachers
[23] k12
[22] pegeeks
[21] googleei
[20] ukedchat

Top Hashtags in Tweet in G5:
[39] edchat
[22] groupwork
[11] edutwitter
[11] ideail
[10] teachertwitter
[9] education
[8] edtech
[7] grading
[6] teachers
[5] blendedlearning

Top Hashtags in Tweet in G6:
[228] edchat
[21] edtech
[10] edreform
[10] edadmin
[9] k12
[7] sel
[7] edleadership
[6] educhat
[6] edutech
[6] parenting

Top Hashtags in Tweet in G7:
[409] edchat
[375] icte2022
[363] sdgs
[355] lrnchat
[120] sel
[119] transformativepedagogies
[92] gced
[42] paneldiscussion
[13] keynoteaddress
[12] learning

Top Hashtags in Tweet in G8:
[79] edchat
[19] educatorsatlas
[10] catherinebosley
[8] thursdaythoughts
[7] teachertwitter
[5] satchat
[5] engagement
[4] climatechange
[3] teachingkeating
[3] edutwitter

Top Hashtags in Tweet in G9:
[24] edchat
[5] scienceteachers
[5] science
[5] gravity
[2] grateful
[1] teacherfriends
[1] thankfulthursday
[1] maslowbeforebloom
[1] edutwitter
[1] groupwork

Top Hashtags in Tweet in G10:
[22] edchat
[8] thatonekid
[4] teachers
[2] k12
[2] elemchat
[2] education
[2] edleadership
[2] highschool
[1] tlap
[1] kidsdeserveit

Top Words
Top Words in Tweet in Entire Graph:
[4400] #edchat
[1892] students
[1106] school
[938] teachers
[857] #education
[709] #edtech
[667] learning
[521] tcea
[501] education
[497] more

Top Words in Tweet in G1:
[1152] #edchat
[426] #edtech
[419] #education
[201] students
[189] #k12
[179] school
[161] rdene915
[146] more
[132] learning
[132] today

Top Words in Tweet in G2:
[533] #edchat
[469] tcea
[149] know
[147] #academictwitter
[145] case
[145] books
[144] audiobooks
[144] soundlearningap
[144] wvls
[103] #edut

Top Words in Tweet in G3:
[753] students
[381] teachers
[379] jeffnelsontli
[376] 2018
[376] study
[376] conducted
[376] middle
[376] school
[376] showed
[376] welcome

Top Words in Tweet in G4:
[323] #edchat
[63] #education
[60] students
[49] school
[41] #edutwitter
[34] more
[28] year
[27] learning
[27] #edtech
[26] learn

Top Words in Tweet in G5:
[168] catlin_tucker
[148] students
[129] year
[92] student
[79] choice
[78] end
[77] learning
[67] demonstrate
[66] help
[65] school

Top Words in Tweet in G6:
[228] #edchat
[58] school
[57] higher
[54] learning
[53] education
[52] students
[51] sel
[49] elmagazine
[38] teachers
[35] tomwhitby

Top Words in Tweet in G7:
[409] #edchat
[375] #icte2022
[363] #sdgs
[355] #lrnchat
[180] citizenshipfund
[139] professor
[122] learning
[120] #sel
[119] #transformativepedagogies
[101] education

Top Words in Tweet in G8:
[104] wes_kieschnick
[79] #edchat
[68] teacher
[62] school
[60] instructional
[60] coaches
[59] many
[59] job
[58] coach
[58] towards

Top Words in Tweet in G9:
[152] fixingeducation
[142] students
[132] biggest
[128] student
[125] know
[125] research
[125] shows
[125] forming
[125] positive
[125] relationships

Top Words in Tweet in G10:
[124] dignity
[93] brianmendler
[89] kid
[68] keep
[67] know
[64] five
[63] class
[63] treat
[62] goals
[62] defusing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[440] middle,school
[419] school,students
[414] students,door
[412] 2018,study
[412] study,conducted
[412] conducted,middle
[412] students,showed
[412] showed,teachers
[412] teachers,welcome
[412] welcome,students

Top Word Pairs in Tweet in G1:
[199] #edchat,#edtech
[124] #education,#edchat
[96] #edchat,#education
[81] #edtech,#edchat
[71] #edtech,#homeschool
[64] school,year
[58] #homeschool,#homeschooling
[57] #edchat,#k12
[53] learn,more
[44] #edchat,#edutwitter

Top Word Pairs in Tweet in G2:
[146] #academictwitter,#edchat
[144] case,know
[144] know,audiobooks
[144] audiobooks,books
[144] books,soundlearningap
[144] soundlearningap,wvls
[144] wvls,#academictwitter
[143] tcea,case
[88] #edchat,#educoach
[87] difference,between

Top Word Pairs in Tweet in G3:
[376] 2018,study
[376] study,conducted
[376] conducted,middle
[376] middle,school
[376] school,students
[376] students,showed
[376] showed,teachers
[376] teachers,welcome
[376] welcome,students
[376] students,door

Top Word Pairs in Tweet in G4:
[20] #mradampe,#pegeeks
[20] #googleei,#googleet
[20] #googleet,#googlepd
[18] #edutwitter,#edchat
[13] #googlepd,#primaryrocks
[13] #ukedchat,#edchat
[12] #pegeeks,#ukpechat
[12] #ukpechat,#physed
[11] #physed,#googleei
[11] #primaryrocks,#ukedchat

Top Word Pairs in Tweet in G5:
[67] demonstrate,learning
[65] end,year
[64] school,year
[64] project,choice
[64] choice,boards
[64] boards,allow
[64] allow,students
[64] students,decide
[64] decide,demonstrate
[64] learning,student

Top Word Pairs in Tweet in G6:
[28] studies,indicate
[28] indicate,higher
[28] higher,sense
[28] sense,mattering
[28] mattering,leads
[28] leads,higher
[28] higher,job
[28] job,satisfaction
[28] satisfaction,regardless
[28] regardless,profession

Top Word Pairs in Tweet in G7:
[355] #lrnchat,#edchat
[352] #sdgs,#lrnchat
[349] #icte2022,#sdgs
[119] #edchat,#transformativepedagogies
[118] #edchat,#sel
[86] #edchat,#gced
[66] associate,professor
[42] #edchat,#paneldiscussion
[36] dralokbajpai,iitkanpur
[33] dralokbajpai,professor

Top Word Pairs in Tweet in G8:
[60] instructional,coaches
[57] many,instructional
[57] coaches,operate
[57] operate,under
[57] under,false
[57] false,assumption
[57] assumption,job
[57] job,coach
[57] coach,teacher
[57] teacher,towards

Top Word Pairs in Tweet in G9:
[125] know,research
[125] research,shows
[125] shows,forming
[125] forming,positive
[125] positive,relationships
[125] relationships,students
[125] students,biggest
[125] biggest,factor
[125] factor,increasing
[125] increasing,student

Top Word Pairs in Tweet in G10:
[62] five,goals
[62] goals,defusing
[62] defusing,upset
[62] upset,kid
[62] kid,treat
[62] treat,dignity
[62] dignity,preserve
[62] preserve,dignity
[62] dignity,keep
[62] keep,class

Top Replied-To
Top Replied-To in Entire Graph:
@dralokbajpai
@bobbimac18
@suzieboss
@sueroffey
@tomwhitby
@lesleeudwin
@mrscottmeyer
@urbanassembly
@unesco_mgiep
@melissaemler

Top Replied-To in G1:
@gop
@equityedu
@thehill
@iste
@classcomposer
@innedco
@dennisdill
@razzpunk
@alexsvenet
@lstumpenhorst

Top Replied-To in G6:
@tomwhitby
@sgthomas1973
@shiftparadigm
@harveyalvy1
@misskmz
@dennisdill
@dubioseducator
@danacoledares
@mrterborg
@oldbay84

Top Replied-To in G7:
@dralokbajpai
@bobbimac18
@suzieboss
@sueroffey
@lesleeudwin
@urbanassembly
@mrscottmeyer
@unesco_mgiep
@sam_loni
@melissaemler

Top Replied-To in G8:
@wes_kieschnick

Top Mentioned
Top Mentioned in Entire Graph:
@tcea
@jeffnelsontli
@catlin_tucker
@citizenshipfund
@fixingeducation
@rdene915
@soundlearningap
@finleyt
@wes_kieschnick
@brianmendler

Top Mentioned in G1:
@rdene915
@edutopia
@edsurge
@oodlu_tweets
@everfik12
@thriveinedu
@betf
@educationweek
@capstonepub
@eschoolnews

Top Mentioned in G2:
@tcea
@soundlearningap
@write2tg
@drbruceellis
@4oclockfaculty
@spencerideas
@catlin_tucker
@meaonline
@sarathinkson
@finleyt

Top Mentioned in G3:
@jeffnelsontli
@drjcarrington
@lauriesmcintosh

Top Mentioned in G4:
@mradampe
@2peasandadog
@griffin_ot
@cattsireland
@academictutor20
@elemteach81
@teleadership
@jakemillertech
@coryhenwood
@authlearn4all

Top Mentioned in G5:
@catlin_tucker
@teacher2teacher
@ideaillinois
@icoachlindsay
@tcea
@jorgedoespbl
@ubc_pdce
@studysync
@rdene915
@finleyt

Top Mentioned in G6:
@elmagazine
@shiftparadigm
@tomwhitby
@sgthomas1973
@jimknight99
@dubioseducator
@curriculumblog
@bamradionetwork
@harveyalvy1
@misskmz

Top Mentioned in G7:
@citizenshipfund
@iitkanpur
@aaryansalman
@edreimagined
@ttfupdates
@edutopia
@ucl
@kevinleichtman
@modernlearners
@thinkequalorg

Top Mentioned in G8:
@wes_kieschnick
@educationweek
@d_martin05
@marchandrobertj
@rdene915
@anglophoneeast
@cbosley19
@tcpgbriggs
@tyronechoward
@jeffnelsontli

Top Mentioned in G9:
@fixingeducation
@jeffnelsontli
@catlin_tucker
@teacher2teacher

Top Mentioned in G10:
@brianmendler
@drmarciatate
@hannahbeachedu
@wes_kieschnick
@jeffnelsontli
@edciteteam
@fresnounified
@finleyt
@catlin_tucker
@fixingeducation

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@xaelbot
@iartg
@celebrainltd
@thehill
@codernotesbot
@shadowdogdesign
@birdwriter7
@amor_vuelvetx
@googleexpertuk

Top Tweeters in G1:
@thehill
@education_24x7
@artallks
@skynews
@yvespdb
@juandoming
@vrretweeter
@maxamaxim
@staplesstores
@alicekeeler

Top Tweeters in G2:
@gdorn1
@soyalexajimenez
@simply_rain_s
@lilylauren
@thartman2u
@mommy97giraffe
@zenforcevets
@the__hustlerguy
@erik_youngman
@spencerideas

Top Tweeters in G3:
@scottzpinkrose
@cdp0126
@louise3anne
@henleysecnethia
@ccalatra
@chcprincipal
@kansaspregame
@davidgeurin
@mukahhal1
@scottsearle

Top Tweeters in G4:
@shannon91981
@jeremydbond
@elemenous
@rimwellc
@worldlillie
@hmwdesign_bot
@jakemillertech
@erik_palmer
@socialstudiestx
@edhacked

Top Tweeters in G5:
@sriraaji
@teacher2teacher
@tharry
@microsoftedu
@wickededtech
@syn304
@studysync
@vipulasharma1
@missfield5
@catlin_tucker

Top Tweeters in G6:
@raesnape
@fastcompany
@lookforsun
@shiftparadigm
@technolibrary
@curlyq_fries
@seriousgames123
@pewresearch
@ritawirtz
@mrterborg

Top Tweeters in G7:
@mdrechsler
@canva
@neospacede
@mrkempnz
@sdgsbot
@weincludedorg
@ndeme_sung
@sergelaurens_
@ziegeran
@leoacademies

Top Tweeters in G8:
@elizawallace27
@educationweek
@stopvirtuastalk
@johncecilprice
@didactic986
@fredende
@earthumbrella
@drmbedmunds
@wearecta
@skytalentgroup

Top Tweeters in G9:
@macchica26
@sweetie_tweeter
@jannahtesl
@reader_al
@florets_zaynab
@mandijel
@satyevarta
@chelseamdo1
@filtprofbiker
@teachwellall

Top Tweeters in G10:
@wheresx
@stpstservices
@teacherscribe
@dbaker1480
@coolschooltoday
@rickatkagan
@ericewald_iowa
@jeremyjhilbert
@salifou1
@cf_slone