edchat, Twitter, 1/24/2022 8:45:17 PM, 270585


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edchat_2022-01-24_03-15-33.xlsx
edchat_2022-01-24_03-15-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 24, 2022
Short Description:
edchat via NodeXL https://bit.ly/3FXJwAn
@tcea
@superteamup
@allaboutthepact
@mindfuldesserts
@wes_kieschnick
@jc_james_clark
@catlin_tucker
@mguhlin
@education_24x7
@greg_ashman

Top hashtags:
#edchat
#edtech
#education
#edutwitter
#teachertwitter
#teaching
#teachers

Description:
Description
The graph represents a network of 5,436 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, 24 January 2022 at 11:28 UTC.

The requested start date was Monday, 24 January 2022 at 01:01 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 4-day, 14-hour, 9-minute period from Monday, 17 January 2022 at 19:20 UTC to Saturday, 22 January 2022 at 09:29 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 : 5436
Unique Edges : 3944
Edges With Duplicates : 11653
Total Edges : 15597
Number of Edge Types : 5
Retweet : 4620
MentionsInRetweet : 6708
Mentions : 2146
Tweet : 2022
Replies to : 101
Self-Loops : 2139
Reciprocated Vertex Pair Ratio : 0.0357489261465983
Reciprocated Edge Ratio : 0.0690301003344482
Connected Components : 719
Single-Vertex Connected Components : 386
Maximum Vertices in a Connected Component : 3722
Maximum Edges in a Connected Component : 12581
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.709325
Graph Density : 0.00025300680393682
Modularity : 0.441089
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,436 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, 24 January 2022 at 11:28 UTC.

The requested start date was Monday, 24 January 2022 at 01:01 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 4-day, 14-hour, 9-minute period from Monday, 17 January 2022 at 19:20 UTC to Saturday, 22 January 2022 at 09:29 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:
[119] https://catlintucker.com/2020/03/designing-an-online-lesson/
[100] https://bic-causewecare.socialmedialink.com/promo/g6q
[86] https://fillingthepail.substack.com/p/has-synthetic-phonics-been-demolished
[55] https://letsquitteaching.com/teaching-vs-learning/
[50] https://www.edweek.org/education/opinion-student-driven-differentiation-putting-student-voice-behind-the-wheel/2017/06
[46] https://mailchi.mp/numberella/newsletter
[41] https://oodlu.org/
[41] https://www.edweek.org/leadership/opinion-carol-dweck-revisits-the-growth-mindset/2015/09?cmp=soc-edit-tw
[28] http://esheninger.blogspot.com/2021/11/upgrading-kwl-chart.html
[22] http://esheninger.blogspot.com/2022/01/5-ways-to-unleash-your-leadership.html

Top URLs in Tweet in G1:
[54] https://letsquitteaching.com/teaching-vs-learning/
[48] https://www.edweek.org/education/opinion-student-driven-differentiation-putting-student-voice-behind-the-wheel/2017/06
[38] https://www.edweek.org/leadership/opinion-carol-dweck-revisits-the-growth-mindset/2015/09?cmp=soc-edit-tw
[18] https://edublog.scholastic.com/post/twitter-chat-recap-g2great-stephanie-harvey-annie-ward-maggie-hoddinott-suzanne-carroll
[16] https://www.mashupmath.com/blog/twosday-activities-2022
[15] https://fouroclockfaculty.com/2022/01/end-your-day-2/
[15] https://www.edweek.org/education/opinion-instructional-coaching-finally-an-easy-choice/2016/09
[13] https://docs.google.com/document/d/1I9a9ohTO2oi-FoSb5SmKAiv3zFcTaEmW_3iSuOVizmE/edit?usp=sharing
[12] https://thehecticteacher.co.uk/2019/08/06/scrabble-starter/
[12] https://theeducatorsroom.com/implement-successful-differentiation-strategies/

Top URLs in Tweet in G2:
[41] https://oodlu.org/
[14] https://www.youtube.com/watch?v=vbGfneN_aOw&feature=youtu.be

[13] https://oodlu.org
[13] https://techcoachjuarez.blogspot.com/2022/01/prep-for-google-certified-educator_19.html
[12] https://voltebyk.in/
[10] https://blog.buncee.com/buncee-ing-in-the-new-year-six-ideas-to-kick-off-2022/
[10] https://techcoachjuarez.blogspot.com/2022/01/prep-for-google-certified-educator_20.html
[10] https://play.google.com/store/apps/details?id=com.kangaroocrew.alphabet
[10] https://apps.apple.com/us/app/loo-loos-alphabet-matching/id893278924
[10] https://www.signupgenius.com/go/10C0D4DACAD28ABFDC16-aeries

Top URLs in Tweet in G3:
[93] https://bic-causewecare.socialmedialink.com/promo/g6q
[4] https://iconohash.com:443/
[4] https://youtu.be/rxDkTSVYhCo
[3] https://www.teacherspayteachers.com:443/Sellers-Im-Following/Add/Teachheath
[3] https://teacheridea.com/digest/ideas_3501_to_4000/teacheridea_3773_25_alternatives_to_i_dont_know.htm
[3] https://teacheridea.com/digest/ideas_3501_to_4000/teacheridea_3772_top_20_self-love_affirmations_for_kids.htm
[2] https://www.aisnsw.edu.au/featured-events/mathematics-heads-of-department-conference
[2] https://www.youngpreneur.world/owning-your-passion-with-dean-j-fusto/
[2] https://www.tlrconsult.com/service-page/mastering-research-with-software-series-7?category=700e28b6-5c81-4a40-a138-ea02d37404cc&referral=service_list_widget
[2] https://quill-org.zoom.us/webinar/register/WN_-U9oIN30Q_y9JPtzYKrZfg

Top URLs in Tweet in G4:
[1] https://twitter.com/hccbulldogses/status/1484562806464827396
[1] https://twitter.com/fixingeducation/status/1484490161224310787
[1] https://www.aimhighteentips.com/aim26nofault.html
[1] https://aimhighteentips.com/aim25caution.html

Top URLs in Tweet in G5:
[91] https://catlintucker.com/2020/03/designing-an-online-lesson/
[4] https://podcasts.apple.com/us/podcast/talking-with-catlin-tucker-about-blended-learning-part-ii/id1593482144?i=1000547813231
[3] https://www.amazon.com/dp/1778290272
[2] https://docs.google.com/document/d/1I9a9ohTO2oi-FoSb5SmKAiv3zFcTaEmW_3iSuOVizmE/edit?usp=sharing
[2] https://catlintucker.com/2022/01/teacher-emotional-engagement/
[2] https://podcasts.apple.com/us/podcast/cultivating-leaders-with-dr-scott-mcleod/id1485751335?i=1000548516101
[2] https://conference.iste.org/2022/?utm_campaign=ISTESproutSocial&utm_medium=social&utm_source=twitter.com
[1] https://twitter.com/wirededucator/status/1483952965367083015
[1] https://catlintucker.com/2020/03/design
[1] https://twitter.com/catlin_tucker/status/1483488400858443777

Top URLs in Tweet in G6:
[3] https://twitter.com/GInnov8rs/status/1484587214805815300
[2] https://catlintucker.com/2020/03/designing-an-online-lesson/
[1] https://www.youtube.com/watch?v=FTEJOTlxiTk&list=PLdHjJccRYryPeh0rv5HSHPpmQxzd3n0Kt&index=1

[1] https://education.microsoft.com/en-us/resource/50b18238
[1] https://techcommunity.microsoft.com/t5/education-blog/reading-progress-in-microsoft-teams-to-improve-student-reading/ba-p/2675732
[1] http://www.ascd.org/publications/educational-leadership/sept18/vol76/num01/Tear-Down-Your-Behavior-Chart!.aspx
[1] http://esheninger.blogspot.com/2021/11/upgrading-kwl-chart.html
[1] https://twitter.com/peelschools/status/1483260437508636672
[1] https://twitter.com/Sflecce/status/1483215639271645194
[1] https://twitter.com/mtholfsen/status/1483433975414616067

Top URLs in Tweet in G7:
[83] https://fillingthepail.substack.com/p/has-synthetic-phonics-been-demolished
[20] https://fillingthepail.substack.com/p/the-infuriating-usefulness-of-behaviourism
[8] https://fillingthepail.substack.com/p/decoding-the-phonics-only-claim
[2] https://fillingthepail.substack.com/p/the-silverton-papers

Top URLs in Tweet in G8:
[7] https://www.eduprotocols.com/
[4] https://community.simplek12.com/scripts/student/webinars/view.asp?id=6849
[4] https://community.simplek12.com/scripts/student/webinars/view.asp?id=6848
[3] https://www.eduinnovationleague.com/eduprotocols-worldwide3-schedule
[3] https://p2a.co/Wo5u7Zi
[1] https://www.nami.org/Press-Media/Press-Releases/2021/NAMI-Poll-Parents-Want-Mental-Health-Education-in-Schools-Mental-Health-Days-Off-for-Students
[1] https://www.mentalhelp.net/disorders-of-childhood/disruptive-behavior-disorder-nos/
[1] https://twitter.com/kimber_johnston/status/1483809716799160323
[1] https://www.eventsquid.com/event.cfm?event_id=15317
[1] https://twitter.com/tularecoe/status/1479208877505662980

Top URLs in Tweet in G9:
[4] https://neaedjustice.org/2020/10/23/what-our-students-need-now-virtual-school-culture-that-is-healthy-just-and-strong/
[4] https://apnews.com/article/coronavirus-pandemic-technology-health-education-digital-divide-f9e1d27e72c15a25d10a63462edf12cb
[4] https://www.educationnext.org/our-biggest-nightmare-is-here-cyberattacks-targeting-school-districts-how-can-schools-respond-data-secure/
[3] https://www.k12dive.com/news/how-educators-use-de-escalation-strategies-to-reduce-destructive-behaviors/617347/
[3] https://www.educationsuperhighway.org/wp-content/uploads/No-Home-Left-Offline-Report_EducationSuperHighway2021.pdf
[3] https://hechingerreport.org/racial-segregation-is-one-reason-some-families-have-internet-access-and-others-dont-new-research-finds/?utm_source=The+Hechinger+Report&utm_campaign=8977d17d41-EMAIL_CAMPAIGN_2021_10_19_06_53&utm_medium=email&utm_term=0_d3ee4c3e04-8977d17d41-322690765
[3] https://hechingerreport.org/two-ways-schools-can-ease-covid-19s-trauma-for-students-and-one-for-teachers/
[3] https://docs.google.com/spreadsheets/d/1vs-adHDvLcdP2Zbr5Zu7w30ZwGDJftNCqVH_kE9C13M/edit#gid=1633809028
[3] https://www.eschoolnews.com/2022/01/18/key-steps-to-keep-indoor-air-clean-in-classrooms/
[3] https://www.k12dive.com/news/report-k-12-connectivity-on-the-rise-but-work-still-needed/617122/

Top URLs in Tweet in G10:
[19] https://youtu.be/oSQdVeaTU0Y
[3] https://www.weforum.org/agenda/2021/06/workplace-skills-learning-linkedin-report/
[3] https://www.edutopia.org/blog/graduate-profile-focus-outcomes-ken-kay
[2] https://docs.google.com/document/d/1l26FKqAX0EHcCvD-g-zLuZxkBZstoTxNEslCkKM08zs/edit
[2] https://grantwiggins.wordpress.com/2011/08/15/2nd-best-use-of-the-first-week-of-school-pre-assess-against-end-of-year-goals/
[2] https://www.youtube.com/watch?v=Ke4kNXlJl7M&feature=youtu.be

[1] https://grantwiggins.wordpress.com/2014/09/21/wanted-real-curriculum-leaders-not-just-managers/
[1] https://www.teachbetter.com/blog/demystify-the-game-of-school-for-students-and-families/
[1] https://www.teachbetter.com/blog/transformational-six-ignite-student-understanding/
[1] https://marksanborn.com/blog/2020/05/27/how-to-lead-for-what-comes-next/

Top Domains
Top Domains in Tweet in Entire Graph:
[295] twitter.com
[198] socialmedialink.com
[177] blogspot.com
[129] catlintucker.com
[119] substack.com
[112] edweek.org
[103] youtube.com
[103] oodlu.org
[67] co.uk
[58] edtechreview.in

Top Domains in Tweet in G1:
[101] edweek.org
[56] letsquitteaching.com
[30] tcea.org
[27] mashupmath.com
[22] co.uk
[18] scholastic.com
[15] fouroclockfaculty.com
[15] teachthought.com
[13] google.com
[12] theeducatorsroom.com

Top Domains in Tweet in G2:
[103] oodlu.org
[69] blogspot.com
[60] twitter.com
[58] edtechreview.in
[49] buncee.com
[47] internet4classrooms.com
[41] youtube.com
[38] k12prospects.com
[29] careerarc.com
[27] shakeuplearning.com

Top Domains in Tweet in G3:
[184] socialmedialink.com
[61] twitter.com
[15] mradampe.com
[8] iconohash.com
[7] teacheridea.com
[6] co.uk
[6] blogspot.com
[6] youtu.be
[5] teacherspayteachers.com
[4] anchor.fm

Top Domains in Tweet in G4:
[2] twitter.com
[2] aimhighteentips.com

Top Domains in Tweet in G5:
[100] catlintucker.com
[10] twitter.com
[7] apple.com
[7] iste.org
[4] amazon.com
[3] engage2learn.org
[2] google.com
[2] shakeuplearning.com
[2] youtube.com
[2] studysync.com

Top Domains in Tweet in G6:
[8] twitter.com
[2] microsoft.com
[2] catlintucker.com
[1] youtube.com
[1] ascd.org
[1] blogspot.com
[1] jenniferfindley.com
[1] cultofpedagogy.com
[1] substack.com
[1] shakeuplearning.com

Top Domains in Tweet in G7:
[113] substack.com

Top Domains in Tweet in G8:
[8] simplek12.com
[7] eduprotocols.com
[6] twitter.com
[4] nassp.org
[3] eduinnovationleague.com
[3] p2a.co
[2] ascd.org
[2] mobilize4change.org
[1] nami.org
[1] mentalhelp.net

Top Domains in Tweet in G9:
[17] k12dive.com
[9] hechingerreport.org
[8] educationnext.org
[6] eschoolnews.com
[6] theedadvocate.org
[4] neaedjustice.org
[4] apnews.com
[3] educationsuperhighway.org
[3] google.com
[3] edtechmagazine.com

Top Domains in Tweet in G10:
[19] youtu.be
[6] wordpress.com
[6] youtube.com
[4] edutopia.org
[3] weforum.org
[3] teachbetter.com
[3] google.com
[2] forbes.com
[2] twitter.com
[2] pegasussprings.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4375] edchat
[1125] edtech
[917] education
[561] edutwitter
[541] teachertwitter
[459] teaching
[379] teachers
[348] k12
[328] learning
[201] students



Top Hashtags in Tweet in G1:
[651] edchat
[296] teaching
[279] teachertwitter
[191] fridaymorning
[176] learning
[105] edutwitter
[66] k12
[44] edu
[42] education
[36] edtech

Top Hashtags in Tweet in G2:
[1154] edchat
[655] edtech
[366] education
[147] edtechchat
[136] k12
[121] edutwitter
[87] fetc
[79] teachers
[73] homeschool
[67] teaching

Top Hashtags in Tweet in G3:
[533] edchat
[118] teachers
[106] students
[106] ad
[99] edleadership
[95] education
[93] biccausewecare
[93] community
[41] edtech
[40] edutwitter

Top Hashtags in Tweet in G4:
[8] edchat
[3] teaching
[2] schoolpr
[2] suptchat
[2] k12
[2] sel
[2] edreform
[2] school
[2] educators
[2] middleschool

Top Hashtags in Tweet in G5:
[103] edtech
[90] edchat
[39] education
[26] growthmindset
[23] themagicofgrowthmindset
[19] teachertwitter
[17] blendedlearning
[17] k12
[14] edutwitter
[14] wyoedchat

Top Hashtags in Tweet in G6:
[58] edchat
[20] microsoftteams
[11] susancolton
[10] edtech
[10] leadinclusion
[8] udlchat
[7] udl
[6] onted
[5] iep
[5] globaledchat

Top Hashtags in Tweet in G7:
[50] edchat
[47] ukedchat
[46] aussieed
[46] edreform
[46] education
[5] edutwitter
[3] teachertwitter
[2] teaching
[2] educational
[1] mentalhealth

Top Hashtags in Tweet in G8:
[67] eduprotocols
[61] edchat
[38] teachers
[22] springcue
[19] edtech
[19] teachbetterworkless
[17] f2f
[14] schoolleaders
[13] math
[13] principalsadvocate

Top Hashtags in Tweet in G9:
[120] edchat
[45] education
[33] edtech
[23] digitaldivide
[23] sic
[14] scepfp
[14] edpolicy
[13] teachers
[12] educacion
[10] teacher

Top Hashtags in Tweet in G10:
[94] edchat
[11] teachertwitter
[8] teachers
[7] education
[7] edtech
[5] scichat
[5] pblchat
[5] myohioclassroom
[5] ohioed
[5] principals

Top Words
Top Words in Tweet in Entire Graph:
[4375] #edchat
[1125] #edtech
[917] #education
[887] tcea
[882] teaching
[880] students
[838] more
[792] teachers
[654] learning
[561] #edutwitter

Top Words in Tweet in G1:
[829] tcea
[651] #edchat
[314] finleyt
[296] #teaching
[295] teaching
[292] mguhlin
[291] lesson
[289] amazing
[287] design
[287] outline

Top Words in Tweet in G2:
[1154] #edchat
[655] #edtech
[366] #education
[228] students
[193] school
[187] join
[184] learning
[147] #edtechchat
[136] #k12
[129] challenge

Top Words in Tweet in G3:
[533] #edchat
[188] bic
[118] #teachers
[110] join
[106] #students
[106] #ad
[99] #edleadership
[98] rules
[96] 22
[95] #education

Top Words in Tweet in G4:
[372] more
[282] wes_kieschnick
[282] put
[281] help
[281] fix
[281] education
[281] parents
[281] better
[281] stop
[281] expecting

Top Words in Tweet in G5:
[162] catlin_tucker
[129] learning
[117] experience
[103] #edtech
[102] using
[100] online
[98] tips
[97] model
[95] designing
[94] 5es

Top Words in Tweet in G6:
[58] #edchat
[37] leeannjung
[37] students
[34] reading
[32] down
[31] one
[27] helps
[24] strategies
[23] need
[23] drmarciatate

Top Words in Tweet in G7:
[94] greg_ashman
[87] synthetic
[87] phonics
[87] demolished
[87] believe
[87] doing
[87] again
[80] today
[50] #edchat
[47] #ukedchat

Top Words in Tweet in G8:
[67] #eduprotocols
[61] #edchat
[59] eduprotocols
[38] #teachers
[35] help
[34] teachers
[29] nassp
[26] feeling
[26] based
[26] teacher

Top Words in Tweet in G9:
[120] #edchat
[58] matthiefield
[57] students
[45] #education
[38] school
[35] digital
[33] #edtech
[26] schools
[23] connectivity
[23] #digitaldivide

Top Words in Tweet in G10:
[94] #edchat
[48] teachers
[30] students
[29] curriculumblog
[26] more
[24] success
[23] know
[23] focus
[22] learn
[21] understand

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[377] #edchat,#edtech
[305] amazing,lesson
[305] lesson,design
[305] design,outline
[302] outline,aldo
[302] mguhlin,tcea
[291] help,fix
[291] fix,education
[291] education,parents
[291] parents,better

Top Word Pairs in Tweet in G1:
[287] amazing,lesson
[287] lesson,design
[287] design,outline
[287] outline,aldo
[287] mguhlin,tcea
[277] aldo,created
[277] created,miguel
[277] miguel,guhlin
[277] guhlin,mguhlin
[277] tcea,features

Top Word Pairs in Tweet in G2:
[254] #edchat,#edtech
[119] #edtech,#edchat
[98] #education,#edchat
[81] #edtech,#edtechchat
[70] #edtech,#homeschool
[67] #edchat,#education
[64] #homeschool,#homeschooling
[57] buncee,challenge
[54] join,buncee
[50] challenge,week

Top Word Pairs in Tweet in G3:
[96] #edleadership,#edchat
[94] chance,win
[93] join,#biccausewecare
[93] win,500
[93] 500,bic
[93] bic,tote
[93] tote,bags
[93] containing,surprise
[93] surprise,bic
[93] bic,product

Top Word Pairs in Tweet in G4:
[281] help,fix
[281] fix,education
[281] education,parents
[281] parents,better
[281] better,stop
[281] stop,expecting
[281] expecting,teachers
[281] teachers,put
[281] put,more
[281] more,effort

Top Word Pairs in Tweet in G5:
[112] learning,experience
[94] tips,designing
[94] designing,online
[94] experience,using
[94] using,5es
[94] 5es,instructional
[94] instructional,model
[92] online,learning
[91] model,#edtech
[90] catlin_tucker,tips

Top Word Pairs in Tweet in G6:
[20] reading,progress
[20] progress,#microsoftteams
[14] free,app
[14] app,helps
[14] helps,improve
[14] improve,student
[14] student,reading
[14] reading,fluency
[14] fluency,saves
[13] tried,reading

Top Word Pairs in Tweet in G7:
[87] synthetic,phonics
[87] phonics,demolished
[87] demolished,believe
[87] believe,doing
[87] doing,again
[66] greg_ashman,today
[57] today,synthetic
[43] infuriating,usefulness
[43] usefulness,behaviourism
[43] behaviourism,learning

Top Word Pairs in Tweet in G8:
[25] #teachers,feeling
[25] feeling,overwhelmed
[25] overwhelmed,research
[25] research,based
[25] based,teacher
[25] teacher,made
[25] made,answer
[25] answer,makes
[25] makes,teaching
[25] teaching,easier

Top Word Pairs in Tweet in G9:
[26] #edchat,#edtech
[23] #sic,#edchat
[22] #education,#edchat
[10] school,districts
[9] digital,equity
[9] access,devices
[9] matthiefield,schools
[8] #scepfp,#edchat
[7] access,internet
[7] internet,affordability

Top Word Pairs in Tweet in G10:
[19] focus,more
[19] more,success
[19] success,criteria
[19] criteria,norms
[19] norms,meetings
[19] meetings,workshops
[19] workshops,#edchat
[17] petermdewitt,focus
[17] #edchat,#
[16] best,teachers

Top Replied-To
Top Replied-To in Entire Graph:
@sgthomas1973
@tomwhitby
@oldbay84
@danacoledares
@teacher2teacher
@drrobineruiz1
@teacherbytes
@harveyalvy1
@pvhstap
@dennisdill

Top Replied-To in G1:
@petermdewitt
@teacher2teacher
@tcea
@teachertoolkit
@weareteachers

Top Replied-To in G2:
@sgthomas1973
@tomwhitby
@danacoledares
@oldbay84
@drrobineruiz1
@teacherbytes
@harveyalvy1
@dennisdill
@asaecenter
@ascd

Top Replied-To in G5:
@iste

Top Replied-To in G6:
@bones_giles

Top Replied-To in G8:
@kyteacher

Top Replied-To in G10:
@loudlearning

Top Mentioned
Top Mentioned in Entire Graph:
@tcea
@finleyt
@mguhlin
@wes_kieschnick
@catlin_tucker
@educationweek
@greg_ashman
@rdene915
@brandon_abdon
@matthiefield

Top Mentioned in G1:
@tcea
@finleyt
@mguhlin
@educationweek
@letsquitteachin
@mashupmath
@valentinaesl
@weareteachers
@catlin_tucker
@4oclockfaculty

Top Mentioned in G2:
@rdene915
@jenwomble
@buncee
@oodlu_tweets
@k12prospects
@shannonmmiller
@etr_in
@tomwhitby
@bamradionetwork
@googlenews

Top Mentioned in G3:
@mradampe
@teachheath
@learnauf
@rwwatchma
@britafro
@sumbulans2814
@edenlearninguk
@learningdotcom
@djftll

Top Mentioned in G4:
@wes_kieschnick
@brandon_abdon
@marciorr_pr
@tcea
@aimhigh101tips

Top Mentioned in G5:
@catlin_tucker
@erik_youngman
@iste
@cogxsol
@cowboyedpod
@effortfuleduktr
@mktechteach
@k_ferrell
@jpk38
@engage_learning

Top Mentioned in G6:
@leeannjung
@drmarciatate
@mtholfsen
@tcea
@susancolton2
@finleyt
@sflecce
@fixingeducation
@hfcsrathcoole
@mguhlin

Top Mentioned in G7:
@greg_ashman
@moses_brian
@michaelrosenyes
@poetryzone
@piecorbett
@tombennett71
@dreambeastpoems
@dale_neal12
@kidspoetsummit
@ventorrosp

Top Mentioned in G8:
@eduprotocols
@nassp
@nowatechie
@jcorippo
@boucherlauren
@kvoge71
@gret
@mathkaveli
@mrsmapess

Top Mentioned in G9:
@matthiefield
@k12divenews
@lynch39083
@eschoolnews
@educationnext
@tara_desiderio
@drzacrobbins
@keithball25
@swintonbuck
@bostonschools

Top Mentioned in G10:
@curriculumblog
@loudlearning
@petermdewitt
@saintfester
@pegasus_springs
@grantwiggins
@edutopia
@youtube
@ixllearning
@q_worldeconomic

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@kayemenner
@dichristine
@cybersec_feeds
@chidambara09
@hrblock_21
@rjber15
@angelamortimer2
@iartg
@celebrainltd

Top Tweeters in G1:
@lizditz
@alicekeeler
@lexie_kepple88
@cranemtn
@alexbellars
@elizawallace27
@stem_nastics
@gdorn1
@hokiekat93
@orange13215

Top Tweeters in G2:
@education_24x7
@codewithtwitchi
@wagjuer
@shi4tech
@zerojuls
@getiftech
@flipgrid
@ukedchat
@mzteachuh
@npr

Top Tweeters in G3:
@rwwatchma
@igggie1
@sinnersaint39
@purifiederror
@cybraryman1
@iconohash
@rimwellc
@2011teacher
@iplante
@midgetmoma

Top Tweeters in G4:
@mzlianne
@kaffe_takk
@ice131queen
@leschique
@davidchiarelli
@fraudoktor11
@kdawg0113
@siristone
@epicbeergirl
@parrythehoot

Top Tweeters in G5:
@mentalhealthbo5
@reveal_house
@swansonrodney
@m_cobbett71
@cjlalmocera
@ms_ada_oku
@coachgoodman
@erik_youngman
@sandra_cox
@karlymoura

Top Tweeters in G6:
@dianadi58
@brajkovicdb
@stpstservices
@silhouette7
@peelschools
@brookvillebandb
@mt_stjohn
@msteamsbot
@townesy77
@mtholfsen

Top Tweeters in G7:
@michaelrosenyes
@tombennett71
@cathyjones173
@gnomeoffender
@__tweetinchar__
@daviddidau
@redgierob
@cecilia_bocking
@piecorbett
@guywwallace

Top Tweeters in G8:
@burgessdave
@jcorippo
@techtia
@simplek12
@lewis1jj
@edutech_ness
@goldenapplefoun
@cogswell_ben
@dbc_inc
@kat_goyette

Top Tweeters in G9:
@cybersec_feeds
@b1e56df9ce6549f
@lynch39083
@thomasjankow
@prqosjdyofn1ylj
@smartecocity
@seattletimes
@ene3112
@ta_morris
@dtw_om

Top Tweeters in G10:
@curriculumblog
@teachbetterteam
@tedhiff
@youtube
@petermdewitt
@clintsmithiii
@ddmeyer
@heffrey
@rachelleinmi
@davidjhuber


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