edchat, Twitter, 8/22/2022 9:03:20 PM, 280546


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edchat_2022-08-22_03-30-01.xlsx
edchat_2022-08-22_03-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 22, 2022
Short Description:
edchat via NodeXL https://bit.ly/3AeVYem
@educationbnb
@tcea
@leeannjung
@catlin_tucker
@jc_james_clark
@allaboutthepact
@scalarhumanity
@markj_ohnson
@surreallyno
@rdene915

Top hashtags:
#edchat
#education
#edtech
#edutwitter
#teachertwitter
#k12
#learning
#teaching

Description:
Description
The graph represents a network of 4,980 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, 22 August 2022 at 10:38 UTC.

The requested start date was Monday, 22 August 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 6-day, 11-hour, 43-minute period from Monday, 15 August 2022 at 12:17 UTC to Monday, 22 August 2022 at 00:01 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 : 4980
Unique Edges : 3125
Edges With Duplicates : 11856
Total Edges : 14981
Number of Edge Types : 5
Mentions : 2183
MentionsInRetweet : 6069
Retweet : 4566
Tweet : 2017
Replies to : 146
Self-Loops : 2162
Reciprocated Vertex Pair Ratio : 0.0407504228817469
Reciprocated Edge Ratio : 0.0783096926713948
Connected Components : 475
Single-Vertex Connected Components : 241
Maximum Vertices in a Connected Component : 3815
Maximum Edges in a Connected Component : 12758
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.903276
Graph Density : 0.000272953634179215
Modularity : 0.408682
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 4,980 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, 22 August 2022 at 10:38 UTC.

The requested start date was Monday, 22 August 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 6-day, 11-hour, 43-minute period from Monday, 15 August 2022 at 12:17 UTC to Monday, 22 August 2022 at 00:01 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:
[80] https://www.inc.com/bill-murphy-jr/9-things-great-leaders-say-every-day.html
[67] http://brainwavesinstruction.blogspot.com/2015/04/what-i-know-for-sure-about-learning.html
[50] https://www.popk.com/2020/11/09/digital-literacy-digital-safety-resources/
[49] https://oodlu.org/
[49] 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
[34] https://esheninger.blogspot.com/2022/08/boost-morale-with-these-simple.html
[26] https://esheninger.blogspot.com/2022/08/addressing-sel-and-behavior-challenges.html
[20] https://www.thepathway2success.com/strategies-for-oppositional-kids/
[18] https://blog.tcea.org/six-activities-promote-kindness/
[17] https://usergeneratededucation.wordpress.com/2019/01/20/authentic-learning-experiences/

Top URLs in Tweet in G1:
[47] https://oodlu.org/
[13] https://podcasts.apple.com/us/podcast/teaching-still-matters-lainie-rowell-leadership-blindspots/id1529365406?i=1000576100993&itscg=30200S&itsct=podcast_box
[13] https://redirect.viglink.com?u=https%3A%2F%2Fopen.spotify.com%2Fshow%2F1AUOBwVrrjfwQNTofyJZ6I&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[13] https://www.youtube.com/channel/UCojQry-6Yi4FFMTzDH88uZQ?sub_confirmation=1
[11] https://oodlu.org
[10] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=283155&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-sidecar-rank&page=1&langFilter=default#formatSelectorHeader
[10] https://blog.buncee.com/back-to-school-cultivating-a-culture-of-curiosity/
[9] https://docs.google.com/forms/d/e/1FAIpQLSfePRRkoRg62uqwlUiun-mZEHFWCcX__RgTI-KW7gD8RCf9KQ/viewform?usp=sf_link
[8] https://blog.neolms.com/data-literacy-skills/
[8] https://youtu.be/sGcVWKj2-q0

Top URLs in Tweet in G2:
[12] https://www.duoinspirations.com/tutoring-and-education-coaching.html
[9] 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
[8] https://www.eltrust.org/careers
[8] https://www.thinkplandochicago.org/
[8] https://iconohash.com:443/
[8] https://www.weareteachers.com/teacher-shortage-statistics/?utm_medium=Social&utm_source=Twitter#Echobox=1660779924
[6] https://www.techlearning.com/news/innovation-in-education?utm_medium=social&utm_campaign=socialflow&utm_source=twitter.com&utm_content=tech-learning
[6] https://www.techlearning.com/news/cdc-to-loosen-school-covid-guidance?utm_medium=social&utm_campaign=socialflow&utm_content=tech-learning&utm_source=twitter.com
[6] https://www.duoinspirations.com/organizational-resources.html
[6] https://payhip.com/b/wZozM

Top URLs in Tweet in G3:
[71] https://www.inc.com/bill-murphy-jr/9-things-great-leaders-say-every-day.html
[53] http://brainwavesinstruction.blogspot.com/2015/04/what-i-know-for-sure-about-learning.html
[40] https://www.popk.com/2020/11/09/digital-literacy-digital-safety-resources/
[16] https://usergeneratededucation.wordpress.com/2019/01/20/authentic-learning-experiences/
[15] https://www.thepathway2success.com/strategies-for-oppositional-kids/
[13] https://blog.tcea.org/six-activities-promote-kindness/
[11] https://www.structural-learning.com/post/teaching-and-learning-strategies-a-classroom-guide
[8] https://www.teachthought.com/pedagogy/alternatives-lecturing/
[5] https://blog.tcea.org/eight-tips-practicing-active-listening-classroom/
[5] https://thefamilydinnerproject.org/newsletter/teens-family-dinner-table/

Top URLs in Tweet in G4:
[3] https://www.edutopia.org/article/we-drastically-underestimate-importance-brain-breaks
[1] https://musingsofadr.wordpress.com/2022/08/20/potential-proxies-for-promotion/
[1] https://drive.google.com/file/d/1r_meCxDle_U9jeGVrU6S8su4MxECPZhR/view?usp=sharing
[1] https://drive.google.com/drive/folders/1mrrSUP9JM_o4qw30RIcKR-8ywKbaugJp?usp=sharing
[1] https://go.osu.edu/4_challenges_apa22
[1] https://www.rootsprogramme.org/youth
[1] https://twitter.com/ProgrammeRoots/status/1559072403342360576
[1] http://brainwavesinstruction.blogspot.com/2015/04/what-i-know-for-sure-about-learning.html

Top URLs in Tweet in G5:
[6] http://www.globablschoolplayday.com
[6] https://www.internet4classrooms.com/skill_builders/antonyms_language_arts_third_3rd_grade.htm
[6] https://www.internet4classrooms.com/skill_builders/consonant_beginning_language_second_2nd_grade.htm
[6] https://tweetedtimes.com/search/iKrips/en
[6] https://tweetedtimes.com/JodiMos
[4] http://paper.li/AriesCobb/1397995931
[3] https://www.hmhco.com/blog/classroom-management-101-setting-expectations-for-students
[3] http://community.bic.com
[3] https://www.turtlediary.com/
[3] https://linc.media/a2z?utm_campaign=LINC

Top URLs in Tweet in G6:
[1] https://www.teachthought.com/pedagogy/alternatives-lecturing/
[1] http://www.thepeproject.com/MSE/index.html
[1] http://brainwavesinstruction.blogspot.com/2015/04/what-i-know-for-sure-about-learning.html

Top URLs in Tweet in G7:
[3] http://brainwavesinstruction.blogspot.com/2015/04/what-i-know-for-sure-about-learning.html
[2] https://catlintucker.com/2022/07/social-emotional-learning-series/
[1] https://catlintucker.com/2021/06/google-calendar-digital-planner/
[1] https://catlintucker.com/2018/07/selfie-icebreaker/
[1] https://docs.google.com/presentation/d/1wke9CO_91J6D00kfnXCt5TsNKgjEaV9Qd4lvNc72U5w/edit#slide=id.gaaf1f16909_0_0
[1] https://www.modernclassrooms.org/blog/getting-started-with-blended-learning
[1] https://catlintucker.com/2019/02/ask-yourself-why-am-i-grading-this/
[1] https://catlintucker.com/2022/04/3-strategies-progress-behavior/
[1] https://catlintucker.com/2019/08/fun-with-frayer/
[1] https://catlintucker.com/2019/08/summer-resolutions/

Top URLs in Tweet in G8:
[2] https://www.ascd.org/el/articles/how-diverse-is-the-teaching-force
[2] https://mashupmath.com/blog/free-math-riddles-for-kids
[1] https://www.ascd.org/el/articles/the-seven-habits-of-highly-affective-teachers
[1] http://www.ascd.org/ascd-express/vol12/1212-lent.aspx
[1] https://www.ascd.org/el/articles/lets-put-time-on-new-teachers-side
[1] https://www.ascd.org/el/nurturing-well-being-in-schools
[1] https://www.ascd.org/blogs/six-questions-to-ask-your-students-on-day-one
[1] https://meteachingandlearning.com/
[1] https://twitter.com/wellborn_ms/status/1560963614978228224
[1] https://twitter.com/Mr_Rablin/status/1559989962551873537

Top URLs in Tweet in G9:
[1] https://www.weareteachers.com/teacher-shortage-statistics/?utm_medium=Social&utm_source=Twitter#Echobox=1660779924

Top URLs in Tweet in G10:
[33] https://esheninger.blogspot.com/2022/08/boost-morale-with-these-simple.html
[23] https://esheninger.blogspot.com/2022/08/addressing-sel-and-behavior-challenges.html
[9] https://esheninger.blogspot.com/2022/06/moving-beyond-samr-with-rigor-relevance.html
[8] https://esheninger.blogspot.com/2021/10/setting-stage-for-current-and-future.html
[5] https://esheninger.blogspot.com/2022/08/identifying-best-supports-for.html
[5] https://www.teachthought.com/pedagogy/strategies-differentiated/
[1] https://www.amazon.com/dp/1734890894?ref_=pe_3052080_397514860
[1] https://twitter.com/joe_sanfelippo/status/1560973384275709952
[1] https://twitter.com/achievethecore/status/1556787848858243073
[1] https://r4j68.app.goo.gl/?link=https%3A%2F%2Fwww.podbean.com%2Fmedia%2Fshare%2Fpb-gdm27-12a0e3f&utm_campaign=au_share_ep&utm_source=au_share&utm_medium=dlink&ct=au_share_ep&imv=670&amv=530&isi=973361050&ibi=com.podbean.app.podcast&ipbi=com.podbean.app.podcast&apn=com.podbean.app.podcast

Top Domains
Top Domains in Tweet in Entire Graph:
[318] twitter.com
[189] blogspot.com
[117] youtube.com
[116] oodlu.org
[83] inc.com
[82] amazon.com
[71] payhip.com
[64] popk.com
[62] edutopia.org
[55] duoinspirations.com

Top Domains in Tweet in G1:
[106] oodlu.org
[63] twitter.com
[38] youtube.com
[34] edtechreview.in
[26] iblocks.com
[26] mradampe.com
[23] apple.com
[22] google.com
[22] shakeuplearning.com
[19] blogspot.com

Top Domains in Tweet in G2:
[63] payhip.com
[54] duoinspirations.com
[50] twitter.com
[39] techlearning.com
[28] edutopia.org
[25] sharemylesson.com
[19] tcea.org
[18] weareteachers.com
[17] iconohash.com
[16] k12dive.com

Top Domains in Tweet in G3:
[71] inc.com
[59] blogspot.com
[50] popk.com
[25] tcea.org
[21] wordpress.com
[15] thepathway2success.com
[11] structural-learning.com
[8] teachthought.com
[6] fouroclockfaculty.com
[5] thefamilydinnerproject.org

Top Domains in Tweet in G4:
[3] edutopia.org
[2] google.com
[1] wordpress.com
[1] osu.edu
[1] rootsprogramme.org
[1] twitter.com
[1] blogspot.com

Top Domains in Tweet in G5:
[48] internet4classrooms.com
[46] twitter.com
[12] tweetedtimes.com
[9] youtube.com
[9] 2peasandadog.com
[8] edutopia.org
[7] fiverr.com
[6] hmhco.com
[6] globablschoolplayday.com
[6] ed.gov

Top Domains in Tweet in G6:
[1] teachthought.com
[1] thepeproject.com
[1] blogspot.com

Top Domains in Tweet in G7:
[10] catlintucker.com
[3] google.com
[3] twitter.com
[3] blogspot.com
[2] mindfulschools.org
[1] modernclassrooms.org
[1] tcea.org
[1] shakeuplearning.com
[1] watseducation.com
[1] structural-learning.com

Top Domains in Tweet in G8:
[7] ascd.org
[7] mashupmath.com
[2] twitter.com
[1] meteachingandlearning.com
[1] ala.org
[1] bravebrains.com
[1] snip.ly
[1] youcubed.org
[1] whoyouknow.org
[1] popk.com

Top Domains in Tweet in G9:
[1] weareteachers.com

Top Domains in Tweet in G10:
[79] blogspot.com
[5] teachthought.com
[3] twitter.com
[3] hmhco.com
[1] amazon.com
[1] goo.gl
[1] edutopia.org
[1] linkedin.com
[1] canva.com
[1] edweb.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4346] edchat
[875] education
[822] edtech
[546] edutwitter
[498] teachertwitter
[474] k12
[374] learning
[366] teaching
[320] teachers
[240] backtoschool



Top Hashtags in Tweet in G1:
[833] edchat
[453] edtech
[301] education
[153] k12
[138] teaching
[102] edtechchat
[83] homeschool
[77] sel
[74] backtoschool
[71] science

Top Hashtags in Tweet in G2:
[814] edchat
[209] education
[117] duoinspirations
[113] teaching
[104] k12
[103] teachertwitter
[101] vted
[89] learning
[79] teachers
[75] edutwitter

Top Hashtags in Tweet in G3:
[314] edchat
[164] learning
[140] teachertwitter
[74] edutwitter
[71] leadership
[44] k12
[35] sel
[28] teacherlife
[20] teaching
[12] edtech

Top Hashtags in Tweet in G4:
[85] edchat
[28] pypchat
[8] issedu
[6] sisrocks
[5] pypclassroom
[4] tlap
[3] geckos
[2] elemchat
[2] learning
[2] edutwitter

Top Hashtags in Tweet in G5:
[411] edchat
[61] education
[54] edtech
[41] teachertwitter
[36] k12
[36] edutwitter
[30] teachers
[21] learning
[21] 2ndchat
[21] 3rdchat

Top Hashtags in Tweet in G6:
[21] leadinclusion
[17] edchat
[9] ieps
[6] physed
[4] spedchat
[4] udlchat
[4] teachertwitter
[4] ecechat
[3] udl
[2] inclusion

Top Hashtags in Tweet in G7:
[25] edchat
[13] edutwitter
[7] education
[7] learning
[5] sel
[5] edtech
[5] teaching
[5] teachertwitter
[4] backtoschool
[4] blendedlearning

Top Hashtags in Tweet in G8:
[31] edchat
[5] thatonekid
[4] edutwitter
[3] schoolcounselor
[2] ntchat
[2] principals
[2] edleadership
[2] sel
[2] k12
[2] newschoolyear

Top Hashtags in Tweet in G9:
[9] edchat
[3] genius
[2] edu
[2] nsed
[2] education
[1] cnded
[1] cdned
[1] learning

Top Hashtags in Tweet in G10:
[105] edchat
[74] edutwitter
[49] suptchat
[18] disruptivethink
[12] schoolculture
[11] satchat
[9] edtech
[6] education
[5] tlap
[5] differentiation

Top Words
Top Words in Tweet in Entire Graph:
[4343] #edchat
[1684] students
[1065] school
[874] #education
[822] #edtech
[683] teachers
[676] education
[628] more
[624] help
[620] learning

Top Words in Tweet in G1:
[833] #edchat
[453] #edtech
[301] #education
[186] students
[174] need
[153] #k12
[152] rdene915
[138] #teaching
[124] school
[123] video

Top Words in Tweet in G2:
[814] #edchat
[209] #education
[174] students
[150] school
[131] friends
[130] hi
[117] #duoinspirations
[113] #teaching
[104] #k12
[103] #teachertwitter

Top Words in Tweet in G3:
[381] tcea
[315] #edchat
[165] #learning
[141] #teachertwitter
[125] students
[87] great
[78] brain
[75] leaders
[74] day
[74] #edutwitter

Top Words in Tweet in G4:
[299] surreallyno
[223] dylanwiliam
[148] feedback
[148] link
[142] student
[125] effective
[120] more
[119] four
[119] quarters
[119] marking

Top Words in Tweet in G5:
[408] #edchat
[77] school
[76] students
[61] #education
[54] #edtech
[54] more
[43] teachers
[41] classroom
[41] #teachertwitter
[40] time

Top Words in Tweet in G6:
[416] students
[349] education
[309] special
[274] ieps
[253] leeannjung
[140] belong
[137] general
[128] teacher
[123] co
[63] teachers

Top Words in Tweet in G7:
[196] know
[178] catlin_tucker
[147] students
[115] help
[107] google
[100] slide
[99] icebreaker
[99] activity
[98] fun
[98] includes

Top Words in Tweet in G8:
[85] school
[77] elmagazine
[75] year
[62] teachers
[52] habits
[52] highly
[52] affective
[52] rickwormeli2
[52] ones
[52] prioritize

Top Words in Tweet in G9:
[122] teachers
[99] help
[98] fixingeducation
[98] decision
[98] maker
[98] school
[98] district
[98] stop
[98] having
[97] trainings

Top Words in Tweet in G10:
[105] #edchat
[102] e_sheninger
[74] #edutwitter
[49] #suptchat
[38] classroom
[35] always
[33] morale
[33] comfort
[33] enemy
[33] growth

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[301] education,students
[296] students,ieps
[262] #edchat,#edtech
[259] school,year
[228] #edtech,#edchat
[216] #edchat,#edutwitter
[194] #education,#edchat
[194] special,education
[180] great,leaders
[174] #teachertwitter,#edchat

Top Word Pairs in Tweet in G1:
[126] #edtech,#edchat
[123] #edchat,#edtech
[85] social,media
[79] #education,#edchat
[79] #edtech,#homeschool
[72] please,need
[72] need,maximum
[72] maximum,share
[72] share,physical
[72] physical,anthropology

Top Word Pairs in Tweet in G2:
[130] hi,friends
[84] duo,inspirations
[70] #edchat,#duoinspirations
[59] #vted,#edchat
[46] school,year
[38] #edchat,#edtech
[36] #bwel,#edchat
[36] #edchat,#vted
[36] friends,duo
[36] #educational,#resources

Top Word Pairs in Tweet in G3:
[74] great,leaders
[71] matters,phrases
[71] phrases,great
[71] leaders,day
[71] day,inc
[71] inc,#edchat
[71] #edchat,#leadership
[70] tcea,matters
[70] #teachertwitter,#edchat
[57] done,hard

Top Word Pairs in Tweet in G4:
[119] four,quarters
[119] quarters,marking
[119] marking,dylanwiliam
[119] dylanwiliam,solution
[119] solution,workload
[119] workload,more
[119] more,effective
[119] effective,improving
[119] improving,student
[118] surreallyno,four

Top Word Pairs in Tweet in G5:
[18] #langarts,#ela
[17] #edchat,#edtech
[17] #teachertwitter,#edchat
[17] #edchat,#education
[15] learn,more
[15] #2ndchat,#3rdchat
[15] #1stchat,#2ndchat
[13] school,year
[13] #education,#edchat
[12] #edutwitter,#edchat

Top Word Pairs in Tweet in G6:
[272] students,ieps
[272] education,students
[175] special,education
[137] ieps,belong
[137] belong,special
[137] general,education
[135] ieps,general
[135] students,special
[135] leeannjung,students
[60] role,co

Top Word Pairs in Tweet in G7:
[99] icebreaker,activity
[98] fun,icebreaker
[98] activity,know
[98] know,students
[98] students,help
[98] help,know
[98] know,includes
[98] includes,google
[98] google,slide
[98] slide,template

Top Word Pairs in Tweet in G8:
[54] school,year
[52] habits,highly
[52] highly,affective
[52] affective,teachers
[52] teachers,rickwormeli2
[52] rickwormeli2,ones
[52] ones,prioritize
[52] prioritize,school
[51] elmagazine,habits
[26] social,emotional

Top Word Pairs in Tweet in G9:
[98] decision,maker
[98] maker,school
[98] school,district
[98] district,stop
[97] stop,having
[97] having,trainings
[97] trainings,help
[97] help,teachers
[97] teachers,build
[97] build,more

Top Word Pairs in Tweet in G10:
[63] #edchat,#edutwitter
[35] #edutwitter,#suptchat
[33] comfort,enemy
[33] enemy,growth
[33] growth,critically
[33] critically,evaluate
[33] evaluate,way
[33] way,things
[33] things,always
[33] always,done

Top Replied-To
Top Replied-To in Entire Graph:
@tomwhitby
@danacoledares
@canvaedu
@donorschoose
@2892milestogo
@sbradfield109
@helpateacher
@x2vol
@mrnunesteach
@se_rajoelina

Top Replied-To in G1:
@tomwhitby
@danacoledares
@canvaedu
@x2vol
@helpateacher
@sbradfield109
@2892milestogo
@donorschoose
@se_rajoelina
@classtag

Top Replied-To in G2:
@equityedu
@gop
@educationbnb
@coopmike48
@edweekopinion
@drbradjohnson
@sentinelcolo
@bobgcolorado
@jeffcoph
@newbiehoward

Top Replied-To in G4:
@ambatovyis

Top Mentioned
Top Mentioned in Entire Graph:
@tcea
@surreallyno
@leeannjung
@dylanwiliam
@catlin_tucker
@rdene915
@e_sheninger
@fixingeducation
@wadestanford
@inc

Top Mentioned in G1:
@rdene915
@oodlu_tweets
@lainierowell
@x2vol
@shiftparadigm
@googleforedu
@tomwhitby
@canvas_by_inst
@canva
@teachersjourney

Top Mentioned in G2:
@aftunion
@aftteach
@edutopia
@sharemylesson
@tcea
@erricadh
@weareteachers
@isaachieves
@blewistexas
@k12divenews

Top Mentioned in G3:
@tcea
@inc
@popk_com
@jackiegerstein
@diben
@pathwy2success
@catlin_tucker
@surreallyno
@teachthought
@4oclockfaculty

Top Mentioned in G4:
@surreallyno
@dylanwiliam
@sisgeckos
@yaujauku
@tcea
@musingsofadr
@mrnickhart
@leeannjung
@programmeroots
@isscommunity

Top Mentioned in G5:
@2peasandadog
@innedco
@jrsowash
@moms4edfreedom
@inspiradora_la
@cattsireland
@chris_c_barber
@hiphughes
@powermylearning

Top Mentioned in G6:
@leeannjung
@the_pe_project
@tcea
@teachthought
@future4learning

Top Mentioned in G7:
@catlin_tucker
@tcea
@leeannjung
@watsed
@diben
@mindful_schools
@shakeuplearning
@mz3nr
@mtholfsen

Top Mentioned in G8:
@elmagazine
@rickwormeli2
@selearningedu
@hpitler
@teachmiddleeast
@brianmendler
@aaron_hogan
@mashupmath
@penn
@catlin_tucker

Top Mentioned in G9:
@fixingeducation
@marchandrobertj
@leeannjung
@weareteachers
@catlin_tucker
@kellerisd
@gcisd
@carrollisd
@drrdubkellerisd
@ambigbee

Top Mentioned in G10:
@e_sheninger
@web20classroom
@pags21
@leeannjung
@andrea_trudeau
@rigorrelevance
@shfarnsworth
@tmclain903
@shepard_lc
@wpray_

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersecurityn8
@edjlazar
@iartg
@celebrainltd
@coopmike48
@jilevin
@deepvard
@shadowdogdesign
@codewithtwitchi

Top Tweeters in G1:
@sectest9
@cybersecurityn8
@education_24x7
@cnn
@pyscalellc
@alicekeeler
@getiftech
@aishayesufu
@theweb3bot
@microsoftflip

Top Tweeters in G2:
@coopmike48
@jilevin
@ecuabot
@smilenewa
@lollydaskal
@abc
@nydailynews
@hephaistos_ai
@flanigancolette
@dailydot

Top Tweeters in G3:
@notrealdemocrat
@syawal
@inc
@stressfreekids
@pammoran
@rj21nagour21
@cjokay
@ivdacruz
@blubberycrest
@ypramudya

Top Tweeters in G4:
@raesnape
@unsnuk
@davidwees
@philduck
@vipulasharma1
@nsriazat
@madformaple
@lit_liverbird
@kaymagpie
@rsamantha725

Top Tweeters in G5:
@mrsphysicswhy
@riwry77
@moms4edfreedom
@2011teacher
@eco_promos
@hmwdesign_bot
@21stprincipal
@jakemillertech
@heidisiwak
@agileschools

Top Tweeters in G6:
@vslost
@danhawkins11
@huntjal
@achswan
@richardklee1
@physedreview
@r_1990npshskya
@bdych
@kay1belle
@mita11rosita

Top Tweeters in G7:
@raspmarytea
@summerbreezeus
@so_you_know
@pawpaw_ray
@watsed
@gunnteach
@its_sweet_heart
@catlin_tucker
@drmcgettigan
@burnsbulinda91

Top Tweeters in G8:
@lewis1jj
@aaron_hogan
@naomiharm
@steve_jkpbooks
@mashupmath
@lorrainekinsman
@penn
@rickwormeli2
@mann4edu
@lluismora

Top Tweeters in G9:
@fraudoktor11
@cherylw04311691
@valmackinnon
@millennials4_wp
@gesgal75
@hffrkmp
@planetgreen2019
@dotdor
@goonda13
@cathyjo27344284

Top Tweeters in G10:
@web20classroom
@e_sheninger
@joe_sanfelippo
@goldenapplefoun
@casas_jimmy
@shfarnsworth
@kevinwfaris
@twhitford
@hayhurst3
@jeff_zoul


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