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edchat_2019-06-03_06-41-12.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 03, 2019
Short Description:
edchat via NodeXL http://bit.ly/2QFeVjc
@mindshiftkqed
@kathleenodean
@alex_corbitt
@e_sheninger
@guilfordt
@teachheath
@langwitches
@mraspinall
@raspberryberet3
@markj_ohnson

Top hashtags:
#edchat
#edtech
#teachers
#education
#librarians
#k12
#elearning
#feedback

Description:
Description
The graph represents a network of 4,316 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, 03 June 2019 at 13:43 UTC.

The requested start date was Monday, 03 June 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 15-hour, 11-minute period from Friday, 31 May 2019 at 08:48 UTC to Monday, 03 June 2019 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 : 4316
Unique Edges : 5155
Edges With Duplicates : 1933
Total Edges : 7088
Number of Edge Types : 3
Mentions : 5657
Tweet : 1373
Replies to : 58
Self-Loops : 1373
Reciprocated Vertex Pair Ratio : 0.0224473579658323
Reciprocated Edge Ratio : 0.0439090732465514
Connected Components : 476
Single-Vertex Connected Components : 204
Maximum Vertices in a Connected Component : 3149
Maximum Edges in a Connected Component : 5458
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 5.48586
Graph Density : 0.000276370657780422
Modularity : 0.675516
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[122] http://esheninger.blogspot.com/2019/06/the-problem-with-zeros.html
[41] http://esheninger.blogspot.com/2019/03/the-pedagogy-of-blended-learning.html
[30] http://www.cultofpedagogy.com/dogfooding/
[19] https://www.tes.com/teaching-resource/the-ultimate-p4c-resource-pack-philosophy-for-children-11586087
[15] https://www.cultofpedagogy.com/good-thinking-erik-palmer/
[13] https://catlintucker.com/2019/05/station-rotation-model-avoid-falling-into-a-rut
[13] https://www.avid.org/blog/literacy-is-freedom?utm_content=buffer8c721&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://theteacherandtheadmin.com/2019/06/02/june-reflections/
[12] Your
[11] Ways

Top URLs in Tweet in G1:
[3] https://greatergood.berkeley.edu/article/item/how_to_motivate_kids_to_practice_hard_things
[3] https://www.kqed.org/mindshift/53701/what-students-gain-from-learning-ethics-in-school
[2] https://www.kqed.org/mindshift/48315/why-executive-function-skills-take-so-long-to-fully-develop
[2] https://www.kqed.org/mindshift/44405/what-changes-when-a-school-embraces-mindfulness
[2] http://northstarpaths.com/visuals/
[2] https://www.nafisdc.org/wp-content/uploads/2019/05/Impact-Aid-Funding-Eligibility-Flyer.pdf
[2] https://edtechmagazine.com/k12/k12/higher/article/2019/04/5-considerations-buying-classroom-technology
[2] https://midnightmusic.com.au/2018/10/how-do-i-get-started-with-ipads-in-music-education/
[2] https://www.theinclusiveclass.com/2019/05/10-reasons-for-inclusive-schools.html
[2] https://greatergood.berkeley.edu/article/item/why_marginalized_students_need_hope_to_succeed

Top URLs in Tweet in G3:
[10] https://theteacherandtheadmin.com/2019/06/02/june-reflections/
[6] https://gosynth.com/podcasts/648
[6] http://geniushour.blogspot.com/2019/06/book-giveaways-heres-scoop.html
[3] https://www.stitcher.com/s/?eid=60731712
[3] https://www.amazon.com/gp/aw/d/1970133074/ref=tmm_pap_title_0?ie=UTF8&qid=&sr=
[3] https://www.usatoday.com/story/opinion/2019/06/01/substitute-teacher-fired-grammar-language-column/1291222001/
[3] http://esheninger.blogspot.com/2019/06/the-problem-with-zeros.html
[3] https://geniushour.blogspot.com/2019/06/book-giveaways-heres-scoop.html
[3] https://twitter.com/BernieSanders/status/1134904978760437761
[2] https://mashupmath.com/blog/end-of-year-math-activities?rq=end

Top URLs in Tweet in G4:
[6] Media
[6] -
[6] https://blog.tcea.org/infographics-templates/
[4] http://itunes.apple.com/us/app/id517766057?mt=8&at=10l6Xd&ct=ig0oevc8fmrl
[3] http://tweetedtimes.com/#!/search/iKrips/en
[3] GAT
[3] G
[3] Suite
[2] https://www.amazon.com/dp/0735210624/ref=cm_sw_r_oth_api_i_.8G8CbCCSR33F
[2] https://twitter.com/magicalmsmurphy/status/1134508943231733761

Top URLs in Tweet in G5:
[110] http://esheninger.blogspot.com/2019/06/the-problem-with-zeros.html
[32] http://esheninger.blogspot.com/2019/03/the-pedagogy-of-blended-learning.html
[4] http://bit.ly/uEEse9
[3] http://esheninger.blogspot.com/2019/05/zoning-in-on-change.html
[3] https://www.edutopia.org/article/making-prosocial-behavior-contagious
[3] https://www.educationnext.org/alternative-education-rigor-redefined-high-school/
[2] https://www.edsurge.com/news/2019-03-01-the-surprising-research-backed-benefits-of-active-screen-time
[2] https://www.eschoolnews.com/2019/05/16/teach-empathy-sustainability-through-global-connections/
[2] https://www.gettingsmart.com/2019/05/learning-and-growing-as-educators-on-a-busy-schedule/
[2] https://cybraryman.com/chats.html

Top URLs in Tweet in G6:
[29] http://www.cultofpedagogy.com/dogfooding/
[15] https://www.cultofpedagogy.com/good-thinking-erik-palmer/
[6] https://twitter.com/MsJasmineMN/status/1135003089667338240
[4] http://www.cultofpedagogy.com/dialogue-journals/
[3] https://www.cultofpedagogy.com/confinement-handcuffs/
[3] https://www.cultofpedagogy.com/makerspace/
[3] https://conference.iste.org/2019?utm_source=affiliate&utm_content=CUE&utm_campaign=iste19
[2] https://www.cultofpedagogy.com/leveled-texts/
[2] http://www.cultofpedagogy.com/math-or-electives/
[2] https://www.cultofpedagogy.com/restorative-justice-overview/

Top URLs in Tweet in G7:
[7] http://shakeup.link/hashtag
[7] https://shakeuplearning.com/?p=10208
[6] https://shakeuplearning.com/blog/how-to-create-powerful-student-eportfolios-with-google-sites/
[5] http://e-learning-teleformacion.blogspot.com/2018/07/the-rise-of-e-learning-infographic.html
[5] http://e-learning-teleformacion.blogspot.com/2019/05/vol-15-no-08-2019-international-journal.html
[5] http://e-learning-teleformacion.blogspot.com/2019/04/recent-work-in-connectivism-ii-video.html
[5] http://rechargelearning.blogspot.com/2019/05/summer-learning-growing-as-teacher-and.html
[4] https://www.pinterest.com/ShakeUpLearning/
[4] https://www.edufuturists.com/
[4] https://www.pinterest.com/pin/462744930460609301/?utm_content=buffer65fe6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G8:
[19] https://www.tes.com/teaching-resource/the-ultimate-p4c-resource-pack-philosophy-for-children-11586087
[6] http://www.globalmetacognition.com/
[5] https://www.youtube.com/watch?v=hRIuvkGgvmw&feature=youtu.be

[3] https://www.facebook.com/groups/EducationalMetacognition/
[2] https://www.globalmetacognition.com/whole-school-solutions
[2] https://www.tes.com/resources/search/?q=godwin86%20sociology%20lessons&featured=bundles&subjects=GB%7C0%7CSociology%7C
[2] https://educationendowmentfoundation.org.uk/evidence-summaries/teaching-learning-toolkit/meta-cognition-and-self-regulation
[2] https://www.globalmetacognition.com/plans-pricing
[2] https://ciel.viu.ca/teaching-learning-pedagogy/designing-your-course/how-learning-works/ten-metacognitive-teaching-strategies
[2] https://flipgrid.com/edureading

Top URLs in Tweet in G9:
[5] https://mradamwelcome.com/forget-the-rules/
[4] https://www.youtube.com/watch?v=zH9CXvNccA8&feature=youtu.be

[2] https://itunes.apple.com/us/podcast/the-ask-adam-and-ryan-show/id1442097629?mt=2#episodeGuid=832760c9-97c7-d539-4cbc-662984514b08
[2] https://mradamwelcome.com/teaching-skills/
[2] https://theteacherandtheadmin.com/2019/06/02/june-reflections/
[2] http://magicalmsmurphy.com/bringing-student-voice-to-your-classroom-with-post-it-prompts/
[1] https://twitter.com/stantonalana/status/1134832339102633984
[1] http://www.raepica.com/2019/05/challenging-behavior-in-early-childhood-settings/
[1] http://esheninger.blogspot.com/2019/03/the-pedagogy-of-blended-learning.html
[1] https://www.daveburgessconsulting.com/books/empower-our-girls/

Top URLs in Tweet in G10:
[3] https://www.edsurge.com/news/2019-05-28-teachers-need-more-flexibility-autonomy-and-yes-income?utm_content=buffer43b29&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[3] https://www.edsurge.com/news/2019-05-28-the-key-to-minority-student-achievement-might-be-teacher-training-quality?utm_content=buffer9f5ed&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[3] https://edujobsinpgh.blogspot.com/2019/05/professional-development-curriculum.html
[3] https://edujobsinpgh.blogspot.com/2019/05/data-scientist_27.html
[3] https://edujobsinpgh.blogspot.com/2019/05/partner-engagement-manager.html
[2] https://www.edsurge.com/news/2018-12-10-is-assessment-ready-to-move-beyond-standardized-tests-these-mit-researchers-think-so?utm_content=buffer72c74&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[2] https://www.edsurge.com/news/2019-05-28-how-are-educators-broadening-their-definitions-of-evidence?utm_content=buffer47e0b&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[2] https://www.edsurge.com/news/2019-05-22-teachers-are-great-at-designing-classrooms-let-s-get-them-redesigning-schools?utm_content=buffer7d72e&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[2] https://www.edsurge.com/news/2019-05-29-not-enough-time-to-teach-social-emotional-learning-try-these-4-easy-steps?utm_content=buffer9aa80&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[2] https://link.medium.com/A35A6AUW8W

Top Domains
Top Domains in Tweet in Entire Graph:
[280] blogspot.com
[145] twitter.com
[64] co.uk
[64] cultofpedagogy.com
[50] kqed.org
[44] youtube.com
[44] thepaperlesstrail.com
[38] com.au
[38] edsurge.com
[29] shakeuplearning.com

Top Domains in Tweet in G1:
[30] kqed.org
[5] ow.ly
[5] berkeley.edu
[4] edweek.org
[3] northstarpaths.com
[3] twitter.com
[3] utb.fyi
[3] brookespublishing.com
[2] nafisdc.org
[2] edtechmagazine.com

Top Domains in Tweet in G3:
[21] twitter.com
[17] blogspot.com
[10] theteacherandtheadmin.com
[10] kqed.org
[6] gosynth.com
[5] google.com
[5] medium.com
[5] eschoolnews.com
[4] mashupmath.com
[4] stitcher.com

Top Domains in Tweet in G4:
[38] twitter.com
[14] careerarc.com
[14] t.co
[13] apple.com
[12] co.uk
[7] tcea.org
[5] blogspot.com
[5] medium.com
[5] wordpress.com
[5] amazon.com

Top Domains in Tweet in G5:
[146] blogspot.com
[6] educationnext.org
[5] cybraryman.com
[4] edutopia.org
[4] bit.ly
[3] gettingsmart.com
[3] edsource.org
[2] edsurge.com
[2] eschoolnews.com
[2] mradamwelcome.com

Top Domains in Tweet in G6:
[61] cultofpedagogy.com
[11] twitter.com
[6] iste.org
[2] shakeuplearning.com
[2] blogspot.com
[1] retrievalpractice.org
[1] eschoolnews.com
[1] cue.org
[1] org.au

Top Domains in Tweet in G7:
[70] blogspot.com
[25] shakeuplearning.com
[10] teacheridea.com
[8] pinterest.com
[7] pledgecents.com
[7] teachable.com
[7] shakeup.link
[6] edsurge.com
[5] youtube.com
[4] edufuturists.com

Top Domains in Tweet in G8:
[22] tes.com
[10] globalmetacognition.com
[9] youtube.com
[3] facebook.com
[3] twitter.com
[2] org.uk
[2] viu.ca
[2] paper.li
[2] tandfonline.com
[2] kqed.org

Top Domains in Tweet in G9:
[7] mradamwelcome.com
[6] twitter.com
[4] youtube.com
[3] amazon.com
[2] apple.com
[2] theteacherandtheadmin.com
[2] magicalmsmurphy.com
[1] raepica.com
[1] blogspot.com
[1] daveburgessconsulting.com

Top Domains in Tweet in G10:
[23] edsurge.com
[13] blogspot.com
[6] knowledgeworks.org
[4] medium.com
[1] bit.ly
[1] patreon.com
[1] seattletimes.com
[1] wested.org
[1] paper.li

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2693] edchat
[695] edtech
[557] teachers
[546] education
[413] librarians
[244] k12
[204] elearning
[184] feedback
[179] cpchat
[177] satchat



Top Hashtags in Tweet in G1:
[159] feedback
[148] sketchnote
[83] edchat
[17] parents
[15] math
[15] k12
[14] parenting
[14] improv
[14] communication
[10] anxiety

Top Hashtags in Tweet in G2:
[407] teachers
[407] librarians
[4] edchat
[3] kidlit
[3] tlchat
[3] kidsneedbooks
[1] art
[1] creativekids

Top Hashtags in Tweet in G3:
[395] edchat
[191] edtech
[163] education
[148] k12
[131] elearning
[103] satchat
[91] engage
[88] leadupchat
[72] edugladiators
[68] pd4uandme

Top Hashtags in Tweet in G4:
[332] edchat
[73] edtech
[40] education
[30] teachers
[19] teaching
[14] edutwitter
[14] satchat
[14] mathchat
[13] math
[13] techtalk

Top Hashtags in Tweet in G5:
[189] edchat
[114] leadered
[113] cpchat
[113] suptchat
[33] digilead
[11] boldschool
[9] saturdaymorning
[4] education
[4] ptchat
[3] improv

Top Hashtags in Tweet in G6:
[69] edchat
[29] teachers
[29] lessonplans
[29] lessondesign
[19] kindness
[16] elachat
[16] powerfulteaching
[10] iste19
[7] sschat
[6] edtech

Top Hashtags in Tweet in G7:
[158] edchat
[153] edtech
[52] education
[39] elearning
[33] highered
[28] mschat
[26] cpchat
[24] educación
[23] engchat
[21] mlearning

Top Hashtags in Tweet in G8:
[110] edchat
[73] ukedchat
[44] aussieed
[40] edtech
[30] teaching
[30] nqtchat
[30] sltchat
[27] stem
[26] teachers
[26] primarystemchat

Top Hashtags in Tweet in G9:
[84] edchat
[23] kidsdeserveit
[22] tlap
[20] sunchat
[14] edutwitter
[12] satchat
[11] questionoftheweek
[11] growthmindset
[10] leadlap
[9] collaboration

Top Hashtags in Tweet in G10:
[47] edchat
[10] k12
[9] remote
[7] remotework
[6] restorehumanity
[6] remotejobs
[6] edujobs
[5] edtech
[4] edequity
[4] personalizedlearning

Top Words
Top Words in Tweet in Entire Graph:
[5049] Words in Sentiment List#1: Positive
[1523] Words in Sentiment List#2: Negative
[28] Words in Sentiment List#3: Angry/Violent
[109968] Non-categorized Words
[116540] Total Words
[2693] #edchat
[883] students
[806] mindshiftkqed
[695] #edtech
[655] follow

Top Words in Tweet in G1:
[666] mindshiftkqed
[359] students
[204] young
[159] #feedback
[151] learn
[150] effective
[150] follow
[150] give
[149] clear
[148] #sketchnote

Top Words in Tweet in G2:
[408] giveaway
[407] book
[407] #teachers
[407] #librarians
[406] here's
[406] newest
[406] follow
[404] kathleenodean
[401] retweet
[401] enter

Top Words in Tweet in G3:
[395] #edchat
[191] #edtech
[163] #education
[148] #k12
[131] #elearning
[129] alex_corbitt
[121] updated
[121] kwl
[121] chart
[121] langwitches

Top Words in Tweet in G4:
[332] #edchat
[73] #edtech
[48] school
[40] #education
[31] out
[31] learning
[30] students
[30] #teachers
[21] more
[20] teachers

Top Words in Tweet in G5:
[189] #edchat
[144] e_sheninger
[118] new
[114] post
[114] #leadered
[113] #cpchat
[113] #suptchat
[111] problem
[110] zeros
[35] learning

Top Words in Tweet in G6:
[69] #edchat
[57] cultofpedagogy
[38] end
[38] year
[37] mindshiftkqed
[32] students
[29] dogfooding
[29] assignments
[29] #teachers
[29] #lessonplans

Top Words in Tweet in G7:
[158] #edchat
[153] #edtech
[52] #education
[40] eraser
[39] #elearning
[36] learning
[33] shakeuplearning
[33] #highered
[28] new
[28] #mschat

Top Words in Tweet in G8:
[110] #edchat
[73] #ukedchat
[47] join
[46] students
[44] #aussieed
[42] chat
[40] #edtech
[32] help
[30] #teaching
[30] #nqtchat

Top Words in Tweet in G9:
[84] #edchat
[33] nowakro
[27] t
[24] right
[23] #kidsdeserveit
[22] #tlap
[20] #sunchat
[20] gregsederberg
[19] mradamwelcome
[18] happy

Top Words in Tweet in G10:
[47] #edchat
[45] edsurge
[38] learning
[29] strategy
[28] t
[27] teach
[27] poor
[27] grades
[27] indicate
[27] failure

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[461] follow,retweet
[412] book,giveaway
[412] giveaway,#teachers
[412] #teachers,#librarians
[411] here's,newest
[411] newest,book
[411] #librarians,follow
[406] retweet,enter
[406] enter,winner
[406] winner,announced

Top Word Pairs in Tweet in G1:
[148] even,young
[148] young,students
[148] students,learn
[148] learn,give
[148] give,effective
[148] effective,#feedback
[148] #feedback,follow
[148] follow,clear
[148] clear,protocols
[148] protocols,remind

Top Word Pairs in Tweet in G2:
[407] book,giveaway
[407] giveaway,#teachers
[407] #teachers,#librarians
[406] here's,newest
[406] newest,book
[406] #librarians,follow
[401] follow,retweet
[401] retweet,enter
[401] enter,winner
[401] winner,announced

Top Word Pairs in Tweet in G3:
[135] #edchat,#education
[135] #education,#edtech
[130] #edtech,#elearning
[130] #elearning,#k12
[121] updated,kwl
[121] kwl,chart
[121] chart,langwitches
[121] langwitches,#edchat
[120] alex_corbitt,updated
[63] #edchat,#engage

Top Word Pairs in Tweet in G4:
[38] #edtech,#edchat
[23] #edchat,#edtech
[16] check,out
[15] #edchat,#education
[13] #math,#techtalk
[13] #techtalk,#iphone
[13] #algebra,#edtech
[11] #mathchat,#teachers
[11] #teachers,#tech
[10] #education,#edchat

Top Word Pairs in Tweet in G5:
[114] new,post
[113] #edchat,#cpchat
[113] #cpchat,#suptchat
[113] #suptchat,#leadered
[111] e_sheninger,new
[110] post,problem
[110] problem,zeros
[110] zeros,#edchat
[32] pedagogy,blended
[32] blended,learning

Top Word Pairs in Tweet in G6:
[38] end,year
[29] dogfooding,assignments
[29] assignments,#teachers
[29] #teachers,#lessonplans
[29] #lessonplans,#lessondesign
[28] cultofpedagogy,dogfooding
[28] #lessondesign,#tea
[19] mindshiftkqed,end
[19] year,here
[19] here,woodard_julie

Top Word Pairs in Tweet in G7:
[77] #edtech,#edchat
[26] #edchat,#edtech
[16] #edtech,#highered
[16] early,access
[15] check,out
[15] #edchat,#engchat
[14] choice,board
[14] #engchat,#elachat
[14] #elachat,#grammar
[14] #grammar,#mschat

Top Word Pairs in Tweet in G8:
[26] join,#primarystemchat
[26] #primarystemchat,thursday
[26] thursday,chat
[26] chat,engaging
[26] engaging,girls
[26] girls,#stem
[26] #stem,guest
[26] guest,host
[26] host,emilyemmaross
[21] #edchat,#edtech

Top Word Pairs in Tweet in G9:
[13] #kidsdeserveit,#tlap
[12] don,t
[11] #questionoftheweek,#edchat
[11] #edchat,#edutwitter
[10] choose,joy
[10] joy,don
[10] t,wait
[10] wait,things
[10] things,easier
[10] easier,simpler

Top Word Pairs in Tweet in G10:
[27] teach,poor
[27] poor,grades
[27] grades,indicate
[27] indicate,failure
[27] failure,haven
[27] haven,t
[27] t,found
[27] found,correct
[27] correct,learning
[27] learning,strategy

Top Replied-To
Top Replied-To in Entire Graph:
@mraspinall
@gregsederberg
@mrshowell24
@doecorruption
@chappaqua_csd
@commonlit
@kparishherok12
@drvmayfield
@bkbutler_brian
@misskey_2019

Top Replied-To in G2:
@pageprincess398

Top Replied-To in G3:
@clegleiter
@beccalcitt
@bkbutler_brian
@lrobbteacher
@mind_on_asap
@shirky17

Top Replied-To in G4:
@juandoming

Top Replied-To in G6:
@cyaistheword

Top Replied-To in G7:
@mrshowell24
@shakeuplearning

Top Replied-To in G8:
@shawtimasmiles

Top Replied-To in G9:
@gregsederberg
@griffin_edu
@burgessdave

Top Mentioned
Top Mentioned in Entire Graph:
@mindshiftkqed
@kathleenodean
@e_sheninger
@alex_corbitt
@langwitches
@teachheath
@cultofpedagogy
@encoreweb
@edsurge
@mraspinall

Top Mentioned in G1:
@mindshiftkqed
@educationweek
@kschwart
@kwiens62
@brookespubco
@greatergoodsc
@wasuzuki
@teachheath
@tnvora
@woodard_julie

Top Mentioned in G2:
@kathleenodean
@jarrett_lerner
@annbradenbooks
@jeffmuthanna
@nowakro
@caulfeildschool

Top Mentioned in G3:
@alex_corbitt
@langwitches
@teachheath
@rosaisiah
@bjohnsonedu
@mindshiftkqed
@techninjatodd
@nationalpta
@rdene915
@heffrey

Top Mentioned in G4:
@learningkind1
@juandoming
@skymazef3
@pen63
@candace_davies

Top Mentioned in G5:
@e_sheninger
@wes_kieschnick
@mindshiftkqed
@draalston
@edsource
@educationnext
@rootsofaction
@mradamwelcome
@teachheath
@bcoestory

Top Mentioned in G6:
@cultofpedagogy
@mindshiftkqed
@surreallyno
@woodard_julie
@loudenclearblog
@retrievelearn
@doug_lemov
@cyaistheword
@casocialstudies
@jmattmiller

Top Mentioned in G7:
@eraser
@shakeuplearning
@chemixlab
@google
@grammarflip
@mrshowell24
@mo_physics
@tesolgeek
@teachersjourney
@mrnesi

Top Mentioned in G8:
@emilyemmaross
@teacherchalky1
@haskettshsc
@tvaughanedu
@e4ltweets
@rachaellehr
@primarystemchat
@zeinachalich
@trev_mackenzie
@vivgrant

Top Mentioned in G9:
@nowakro
@mradamwelcome
@erik_youngman
@burgessdave
@gregsederberg
@sheehyrw
@griffin_edu
@drp_principal
@maire_from_nj
@biscottinicole

Top Mentioned in G10:
@edsurge
@mindshiftkqed
@humrespro
@knowledgeworks
@covingtonahs
@opusmatrix
@wested
@vrydberg
@edtechteaching
@mrshurt5

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@bella623
@smokeyformby
@eraser
@advocatefored
@walmart
@mjgranger1
@kimberleyshowe1
@juandoming
@calcaware

Top Tweeters in G1:
@radznanda
@therealgloria
@syawal
@lyn_va
@educationweek
@mgcjusa
@nicholasferroni
@tastenspieler
@thembinkosi
@cecilia_bocking

Top Tweeters in G2:
@ohsportsgirl
@jarrett_lerner
@cekster
@ventura_omaha
@kpteach5
@valariebudayr_
@dayankee
@027queen
@rosy_burke
@loveteachinatvp

Top Tweeters in G3:
@usatoday
@alicekeeler
@iamdrwill
@techninjatodd
@erobbprincipal
@rdene915
@joykirr
@mrsjjee
@laura_a_diaz
@edutweetoz

Top Tweeters in G4:
@juandoming
@infopronetwork
@sanrau
@halehawk
@lookforsun
@mr_isaacs
@jeremydbond
@iconohash
@mguhlin
@herrlarbig

Top Tweeters in G5:
@cybraryman1
@swansonrodney
@e_sheninger
@rialtoboard
@bobby__dodd
@azhsprin
@vxjoe
@bdicksonnv
@educationnext
@mattharrisedd

Top Tweeters in G6:
@jcorippo
@fod3
@citizenstewart
@bibliosophus
@spencerideas
@tarafarah7
@jmattmiller
@goobric
@saipathudut
@sifree

Top Tweeters in G7:
@sectest9
@eraser
@gcouros
@google
@shakeuplearning
@sardimperium
@cleardiff
@mrsdenyer
@edtechnerd
@tristanhking

Top Tweeters in G8:
@tamraraven
@aldo_zaffalon
@ictevangelist
@mrkempnz
@scientistmags
@edchateu
@stem_nastics
@rs_re_p4c_uk
@teachmama
@zeinachalich

Top Tweeters in G9:
@shellterrell
@burgessdave
@barbinnebraska
@jedikermit
@ryan7read
@bethhill2829
@bethhouf
@mradamwelcome
@erik_youngman
@tishrich

Top Tweeters in G10:
@machinelearn_d
@seattletimes
@reneejoy41
@edsurge
@tweetinchar
@opusmatrix
@fds_nutrition
@educateko
@frauherkules
@contog


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