edchat, Twitter, 5/11/2021 12:53:27 AM, 254582


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edchat_2021-05-10_03-15-33.xlsx
edchat_2021-05-10_03-15-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 11, 2021
Short Description:
edchat via NodeXL https://bit.ly/3o9Z6BF
@e_sheninger
@rdene915
@drdouggreen
@scalarhumanity
@wef
@markj_ohnson
@jc_james_clark
@tcea
@do_kinder
@weareteachers

Top hashtags:
#edchat
#edtech
#education
#k12
#edutwitter
#teacherappreciationweek
#teachertwitter

Description:
Description
The graph represents a network of 5,605 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, 10 May 2021 at 10:26 UTC.

The requested start date was Monday, 10 May 2021 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, 4-hour, 11-minute period from Tuesday, 04 May 2021 at 19:48 UTC to Monday, 10 May 2021 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 : 5605
Unique Edges : 3582
Edges With Duplicates : 12402
Total Edges : 15984
Number of Edge Types : 5
Tweet : 2121
Retweet : 4296
MentionsInRetweet : 5612
Mentions : 3802
Replies to : 153
Self-Loops : 2279
Reciprocated Vertex Pair Ratio : 0.050381222903274
Reciprocated Edge Ratio : 0.0959294050668944
Connected Components : 677
Single-Vertex Connected Components : 356
Maximum Vertices in a Connected Component : 3919
Maximum Edges in a Connected Component : 12776
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.257258
Graph Density : 0.000223683732977783
Modularity : 0.413307
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,605 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, 10 May 2021 at 10:26 UTC.

The requested start date was Monday, 10 May 2021 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, 4-hour, 11-minute period from Tuesday, 04 May 2021 at 19:48 UTC to Monday, 10 May 2021 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:
[85] https://mailchi.mp/numberella/newsletter
[54] https://www.rdene915.com/
[44] http://esheninger.blogspot.com/2021/05/student-success-relies-on-future.html
[39] https://www.weareteachers.com/15-must-have-picture-books-for-teaching-social-emotional-skills/
[37] https://cvent.me/lzE3km
[36] http://esheninger.blogspot.com/2021/05/empowerment-through-choice.html
[33] https://www.internet4classrooms.com/links_grades_kindergarten_12/mothers_day.htm
[32] http://esheninger.blogspot.com/2021/03/8-elements-of-effective-coaching.html
[26] https://oodlu.org/
[25] http://esheninger.blogspot.com/2021/04/learning-recovery-through-acceleration.html

Top URLs in Tweet in G1:
[54] https://www.rdene915.com/
[24] 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
[21] https://mailchi.mp/numberella/newsletter
[18] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=2656022011&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-pages-popularity-rank&page=1&langFilter=default#formatSelectorHeader
[14] https://docs.google.com/drawings/d/150h-7tPCbtUv-M1dQETp6SXaam8cUYXcQKQ_fNgeua0/edit?usp=sharing
[13] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[11] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[10] https://www.youtube.com/playlist?list=PL3y85TmZlOLfNZFUQaFOpCPMmEd5jI_jQ

[10] https://www.edutopia.org/article/3-sel-practices-teachers-can-use-every-day
[10] https://linktr.ee/mrkempnz

Top URLs in Tweet in G2:
[5] https://tweetedtimes.com/search/iKrips/en?s=rgp
[5] https://tweetedtimes.com/JodiMos?s=rgp
[5] https://iconohash.com:443/
[5] http://engagucate.com/blog/classroom-management-strategies-for-digital-learning/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[4] https://voicethread.com/workshops
[3] https://www.doodle.ac/
[3] https://twitter.com/doodle_ed/status/1378658884760571904/photo/1
[2] https://www.edtx.org/txlx/home/
[2] Intro
[2] to

Top URLs in Tweet in G3:
[2] https://www.inspiringstem.org/posts/36639-how-to-encourage-more-girls-to-pursue-science-and-math-careers
[2] http://adathestem.com
[1] https://www.votesforschools.com/results/
[1] https://www.tes.com/news/why-teaching-ib-helps-address-global-issues
[1] https://www.tandfonline.com/doi/full/10.1080/13603124.2020.1850870
[1] https://theconversation.com/why-accountability-efforts-in-higher-education-often-fail-91716
[1] https://twitter.com/do_kinder/status/1316771500549079041?s=20
[1] https://www.crowdjustice.com/case/tackling-bullying-and-harassment-at-workplace/
[1] https://reimagineresearchwellcome.uk.engagementhq.com/Reimagine-Research/brainstormers/send-us-your-ideas-on-how-to-improve-research-culture?fb_page_type=brainstormer&fb_tool_id=211
[1] https://www.theguardian.com/higher-education-network/2018/mar/23/they-called-my-university-a-phd-factory-now-i-understand-why

Top URLs in Tweet in G4:
[35] http://esheninger.blogspot.com/2021/05/student-success-relies-on-future.html
[29] http://esheninger.blogspot.com/2021/03/8-elements-of-effective-coaching.html
[25] http://esheninger.blogspot.com/2021/05/empowerment-through-choice.html
[20] http://esheninger.blogspot.com/2021/04/learning-recovery-through-acceleration.html
[5] http://paper.li/AriesCobb/1397995931
[2] https://www.amazon.com/dp/1734890894?ref_=pe_3052080_397514860
[2] http://esheninger.blogspot.com/2021/03/differentiating-in-personalized.html
[2] https://www.theatlantic.com/education/archive/2021/05/homeroom-antiracist-education/618796/
[2] https://www.nytimes.com/2021/05/06/opinion/nyc-snow-days.html?referringSource=articleShare
[2] http://dangerouslyirrelevant.org/resources/4-shifts-protocol

Top URLs in Tweet in G5:
[2] https://ich.unesco.org/en/dive&display=biome
[2] http://esheninger.blogspot.com/2021/05/student-success-relies-on-future.html
[2] https://www.weareteachers.com/morning-message-ideas/
[1] https://ich.unesco.org/en/dive&display=threat
[1] https://ich.unesco.org/en/lists
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fbrightthemag.com%2Fthe-reductive-seduction-of-other-people-s-problems-3c07b307732d
[1] http://esheninger.blogspot.com/2021/03/8-elements-of-effective-coaching.html
[1] https://www.kxii.com/2021/05/07/viral-video-featuring-neblett-elementary-students-gains-worldwide-attention/
[1] https://academictimes.com/with-better-contraceptive-access-more-girls-graduate-from-high-school/
[1] https://www.learningforjustice.org/frameworks/social-justice-standards

Top URLs in Tweet in G6:
[32] https://cvent.me/lzE3km
[7] https://geni.us/UTPUilz
[7] https://www.shorturl.at/amwBG
[7] https://www.shorturl.at/mrBT2
[6] http://www.ascd.org/publications/educational-leadership/apr21/vol78/num07/A-Time-for-Principal-Empowerment.aspx
[6] https://blog.edpuzzle.com/edtech/podcasts-in-the-classroom/
[5] https://www.teachbetter.com/blog/5-things-great-principals-do-differently/
[4] http://www.ascd.org/publications/educational-leadership/may21/vol78/num08/toc.aspx
[4] https://kappanonline.org/
[3] https://inservice.ascd.org/instructional-leadership-designing-a-culture-that-supports-student-understanding/

Top URLs in Tweet in G7:
[20] https://tcea.org/membership/free/
[18] https://www.teachthought.com/pedagogy/strategies-to-build-relationships-with-students/?utm_content=buffer0b172&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://slidesmania.com/which-is-it-a-trivial-game-free-for-google-slides-or-powerpoint/?utm_content=buffer11410&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://drspikecook.com/2021/05/01/educators-do-you-know-about-vuca-here-is-why-you-need-to-asap/?utm_content=buffer8c77f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://elementary.tcea.org/
[3] https://blog.tcea.org/coaching-models-1/?utm_content=bufferb8057&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://twitter.com/mariagalanis/status/1390365674053283843
[3] https://blog.tcea.org/amplifying-student-voice/?utm_content=bufferd753c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://blog.tcea.org/blue-light-bad/
[3] http://esheninger.blogspot.com/2021/05/student-success-relies-on-future.html?utm_content=buffer2eca5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G8:
[35] https://www.weareteachers.com/15-must-have-picture-books-for-teaching-social-emotional-skills/
[20] https://www.weareteachers.com/research-tools-second-graders/
[12] https://www.weareteachers.com/typing-apps-for-students/
[11] https://www.weareteachers.com/morning-message-ideas/
[7] https://www.weareteachers.com/teach-kids-to-wash-their-hands/?utm_content=1620247810&utm_medium=social&utm_source=facebook,twitter
[7] https://www.weareteachers.com/poems-about-teaching/
[6] https://www.weareteachers.com/ibm-teacher-toolkit/?utm_content=1620044011&utm_medium=social&utm_source=twitter
[6] https://www.weareteachers.com/keep-love-teaching-alive/
[6] https://edulastic.com/blog/teacherhero-21/
[5] https://www.weareteachers.com/dairy-alliance-free-resources/?utm_content=1620247727&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G9:
[63] https://mailchi.mp/numberella/newsletter
[4] https://importedfun.com/
[3] https://app.monstercampaigns.com/c/hm25vlbivi9lx8ikzlaf/
[3] https://www.youtube.com/watch?v=iWEA0xvYlyE&feature=youtu.be

[3] https://www.ed-fi.org/webinar/tackling-learning-loss-with-data/
[2] https://www.gettingsmart.com/2018/02/inequity-in-education-is-your-and-my-responsibility/
[2] https://twitter.com/cowboyedpod/status/1390873790565949442
[1] https://learn.twigeducation.com/l/272722/2021-05-06/kcfqz8
[1] https://twitter.com/MessingerBrian/status/1389754217653485580
[1] https://twitter.com/kheiladunkerly/status/1389756733040435202

Top URLs in Tweet in G10:
[4] https://resources.breakoutedu.com/breakout-to-summer-sign-up
[2] http://esheninger.blogspot.com/2021/05/empowerment-through-choice.html
[1] https://open.spotify.com/episode/3sujd7nhA184XUGy6DRRLI?si=sotIGAIYRjerWX0F3RqmjQ&dl_branch=1
[1] http://esheninger.blogspot.com/2021/04/learning-recovery-through-acceleration.html
[1] https://twitter.com/VictoriaTheTech/status/1389713478915555329
[1] https://twitter.com/AnaCabrera/status/1389614789966667777
[1] https://twitter.com/NDLaw/status/1388121751679291397
[1] https://www.fastcompany.com/90623632/world-changing-ideas-awards-2021-education-finalists-and-honorable-mentions
[1] https://www.weareteachers.com/enforce-dress-code/
[1] https://bit.ly/3vuLxiK

Top Domains
Top Domains in Tweet in Entire Graph:
[311] twitter.com
[215] blogspot.com
[193] weareteachers.com
[150] youtube.com
[104] thepaperlesstrail.com
[92] mailchi.mp
[83] google.com
[83] oodlu.org
[71] amazon.com
[66] rdene915.com

Top Domains in Tweet in G1:
[81] youtube.com
[66] rdene915.com
[50] google.com
[49] amazon.com
[44] twitter.com
[44] blogspot.com
[38] edutopia.org
[31] pledgecents.com
[30] k12prospects.com
[25] cultofpedagogy.com

Top Domains in Tweet in G2:
[60] twitter.com
[26] 2peasandadog.com
[18] careerarc.com
[16] mradampe.com
[12] co.uk
[10] bit.ly
[10] tweetedtimes.com
[10] iconohash.com
[8] edutopia.org
[7] ift.tt

Top Domains in Tweet in G3:
[3] inspiringstem.org
[2] twitter.com
[2] adathestem.com
[1] votesforschools.com
[1] tes.com
[1] tandfonline.com
[1] theconversation.com
[1] crowdjustice.com
[1] engagementhq.com
[1] theguardian.com

Top Domains in Tweet in G4:
[111] blogspot.com
[16] twitter.com
[5] paper.li
[3] amazon.com
[2] theatlantic.com
[2] nytimes.com
[2] dangerouslyirrelevant.org
[2] aasa.org
[2] google.com
[1] frontiersin.org

Top Domains in Tweet in G5:
[4] unesco.org
[4] blogspot.com
[3] twitter.com
[2] weareteachers.com
[1] medium.com
[1] kxii.com
[1] academictimes.com
[1] learningforjustice.org
[1] slowchathealth.com

Top Domains in Tweet in G6:
[32] cvent.me
[25] ascd.org
[14] shorturl.at
[11] teachbetter.com
[9] kappanonline.org
[7] geni.us
[6] edpuzzle.com
[3] twitter.com
[3] learningpersonalized.com
[2] bit.ly

Top Domains in Tweet in G7:
[39] tcea.org
[18] teachthought.com
[10] slidesmania.com
[7] buff.ly
[7] twitter.com
[6] drspikecook.com
[5] blogspot.com
[5] nyscate.org
[3] spencerauthor.com
[3] 10publications.com

Top Domains in Tweet in G8:
[166] weareteachers.com
[15] edtechreview.in
[12] edulastic.com
[6] twitter.com
[4] shakeuplearning.com
[4] theyellowbirdhouse.com
[4] bit.ly
[2] teachbetter.com
[2] edutopia.org
[2] teachthought.com

Top Domains in Tweet in G9:
[63] mailchi.mp
[5] twitter.com
[4] importedfun.com
[4] youtube.com
[4] edtechmagazine.com
[3] monstercampaigns.com
[3] ed-fi.org
[2] nytimes.com
[2] gettingsmart.com
[1] twigeducation.com

Top Domains in Tweet in G10:
[4] breakoutedu.com
[3] blogspot.com
[3] twitter.com
[1] spotify.com
[1] fastcompany.com
[1] weareteachers.com
[1] bit.ly
[1] youtube.com
[1] teachbetter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4611] edchat
[1089] edtech
[923] education
[629] k12
[479] edutwitter
[362] teacherappreciationweek
[280] teachertwitter
[265] teaching
[196] teachers
[194] suptchat



Top Hashtags in Tweet in G1:
[849] edchat
[383] edtech
[329] education
[279] k12
[122] sel
[97] learning
[78] tlap
[76] ditchbook
[71] stem
[68] edutwitter

Top Hashtags in Tweet in G2:
[575] edchat
[111] education
[76] edtech
[50] edutwitter
[48] k12
[36] teachers
[29] teaching
[28] highered
[26] elearning
[24] teachertwitter

Top Hashtags in Tweet in G3:
[20] edchat
[6] art
[5] highered
[5] scipol
[5] researchculture
[5] reimagineresearch
[5] stem
[4] phdchat
[4] adasarmy
[3] antibullying

Top Hashtags in Tweet in G4:
[220] edchat
[115] edutwitter
[84] suptchat
[58] disruptivethink
[52] cpchat
[46] supchat
[42] education
[29] digilead
[21] growthmindset
[20] esser

Top Hashtags in Tweet in G5:
[21] edchat
[9] physed
[5] ontsshg
[4] edutwitter
[2] artsed
[2] dataviz
[2] onted
[2] supchat
[2] suptchat
[2] k12

Top Hashtags in Tweet in G6:
[113] edchat
[36] cuebold
[13] teacherappreciationweek
[13] atplc
[11] edutwitter
[9] atassessment
[9] highered
[9] teamenglish
[9] acwri
[9] phdchat

Top Hashtags in Tweet in G7:
[152] edchat
[51] teachertwitter
[50] tcea
[42] edtech
[29] educators
[27] teaching
[26] teacherappreciationweek
[24] edutwitter
[21] teachers
[19] learning

Top Hashtags in Tweet in G8:
[227] edchat
[141] k12
[88] teachertwitter
[34] edtech
[20] d123
[19] cpchat
[18] sponsored
[18] elemchat
[18] mschat
[18] hschat

Top Hashtags in Tweet in G9:
[138] edchat
[67] numberella
[66] k12
[45] edutwitter
[45] homeschooling2021
[34] eal
[33] gamification
[30] fun
[25] teachingtips
[24] classroom

Top Hashtags in Tweet in G10:
[112] teacherappreciationweek
[47] giveaway
[21] edchat
[16] teacherappreciation
[5] edutwitter
[5] teacherappreciationday
[4] teacherlife
[3] teachingkeating
[3] cpchat
[3] teacherchat

Top Words
Top Words in Tweet in Entire Graph:
[4609] #edchat
[1088] #edtech
[933] #education
[927] students
[743] school
[713] learning
[629] #k12
[528] education
[517] year
[496] teachers

Top Words in Tweet in G1:
[849] #edchat
[382] #edtech
[329] #education
[279] #k12
[230] rdene915
[183] learning
[172] education
[148] students
[125] check
[121] #sel

Top Words in Tweet in G2:
[575] #edchat
[111] #education
[95] students
[83] school
[76] #edtech
[73] learning
[65] more
[49] #edutwitter
[49] teachers
[48] #k12

Top Words in Tweet in G3:
[20] #edchat
[18] braincures
[18] proftimnoakes
[17] do_kinder
[16] ukri_ceo
[15] thepeopleshubuk
[15] psychmh
[15] jeremyfarrar
[12] michelle_cruk
[11] suzanne_garrett

Top Words in Tweet in G4:
[220] #edchat
[116] e_sheninger
[115] #edutwitter
[83] #suptchat
[60] learning
[58] #disruptivethink
[52] #cpchat
[44] #supchat
[42] #education
[41] future

Top Words in Tweet in G5:
[350] down
[350] days
[179] count
[177] school
[176] end
[176] year
[176] make
[175] instead
[175] counting
[175] left

Top Words in Tweet in G6:
[113] #edchat
[103] elmagazine
[45] year
[42] co
[41] issue
[39] school
[39] teachers
[38] hybrid
[36] #cuebold
[36] lesson

Top Words in Tweet in G7:
[152] #edchat
[112] tcea
[75] year
[59] free
[57] membership
[55] last
[53] brain
[53] blast
[51] #teachertwitter
[51] finleyt

Top Words in Tweet in G8:
[227] #edchat
[141] #k12
[137] weareteachers
[88] #teachertwitter
[57] students
[54] classroom
[49] morning
[38] #teachert
[37] read
[35] perfect

Top Words in Tweet in G9:
[201] gt
[138] #edchat
[67] #numberella
[66] #k12
[45] #edutwitter
[45] #homeschooling2021
[34] #eal
[33] #gamification
[30] #fun
[26] students

Top Words in Tweet in G10:
[112] #teacherappreciationweek
[68] game
[59] giveaway
[56] breakoutedu
[54] re
[54] celebrating
[54] play
[52] breakout
[51] copy
[49] free

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[388] #edtech,#edchat
[366] down,days
[332] #edchat,#edtech
[291] #edchat,#k12
[268] school,year
[235] #education,#edchat
[223] #edchat,#edutwitter
[213] make,difference
[207] gt,gt
[196] days,left

Top Word Pairs in Tweet in G1:
[118] #education,#edchat
[104] #edtech,#edchat
[104] #edchat,#k12
[72] #ditchbook,#tlap
[71] #edtech,#ditchbook
[58] #tlap,#etcoaches
[58] #etcoaches,#hacklearning
[57] big,education
[57] education,ape
[57] ape,top

Top Word Pairs in Tweet in G2:
[34] #edtech,#edchat
[29] #education,#edchat
[25] #edchat,#education
[19] #edchat,#edtech
[19] middle,school
[17] #ntchat,#newteachers
[16] #mradampe,#pegeeks
[16] #pegeeks,#physed
[16] #physed,#pechat
[16] #pechat,#googleei

Top Word Pairs in Tweet in G3:
[11] thepeopleshubuk,delusionalacad1
[11] delusionalacad1,psychmh
[11] jeremyfarrar,michelle_cruk
[11] michelle_cruk,ukri_ceo
[9] results,recent
[9] recent,topic
[9] proftimnoakes,criminotweet
[9] criminotweet,reneebleau
[9] dbetteracademia,suzanne_garrett
[9] suzanne_garrett,braincures

Top Word Pairs in Tweet in G4:
[89] #edchat,#edutwitter
[56] #edutwitter,#suptchat
[35] future,proofing
[35] proofing,learning
[35] learning,#edchat
[33] student,success
[33] success,relies
[33] relies,future
[29] elements,effective
[29] effective,coaching

Top Word Pairs in Tweet in G5:
[350] down,days
[176] school,year
[175] instead,counting
[175] counting,down
[175] days,end
[175] end,school
[175] year,count
[175] count,down
[175] days,left
[175] left,make

Top Word Pairs in Tweet in G6:
[41] issue,elmagazine
[32] co,jnit1mpzgb
[31] school,year
[30] hybrid,lesson
[30] lesson,designs
[30] designs,waiting
[27] tumultuous,school
[27] year,comes
[27] comes,end
[27] end,really

Top Word Pairs in Tweet in G7:
[53] brain,blast
[53] blast,#edchat
[43] #tcea,membership
[35] year,enders
[35] enders,during
[35] during,last
[35] last,classes
[35] classes,year
[35] year,brain
[35] #edchat,#teachertwitter

Top Word Pairs in Tweet in G8:
[134] #edchat,#k12
[82] #k12,#teachertwitter
[38] #k12,#teachert
[35] perfect,morning
[35] morning,meeting
[35] meeting,read
[35] read,alouds
[35] alouds,add
[35] add,classroom
[35] classroom,libraries

Top Word Pairs in Tweet in G9:
[134] gt,gt
[42] #edchat,#edutwitter
[29] #homeschooling2021,#k12
[28] #edchat,#eal
[17] #k12,#learnathome
[17] #eal,#fun
[16] #edutwitter,#gamification
[14] #k12,#learn
[12] #dyslexia,#edchat
[12] #numberella,software

Top Word Pairs in Tweet in G10:
[54] re,celebrating
[51] #teacherappreciationweek,giveaway
[49] breakout,summer
[46] celebrating,#teacherappreciationweek
[46] #teacherappreciationweek,game
[46] game,#giveaway
[46] #giveaway,play
[46] play,breakout
[46] summer,free
[45] breakoutedu,re

Top Replied-To
Top Replied-To in Entire Graph:
@tomwhitby
@sgthomas1973
@8amber8
@harveyalvy1
@parkin_d
@jshoja
@mrroughton
@edumatchbooks
@ohioengage
@rossthomson26

Top Replied-To in G1:
@edumatchbooks
@edutopia
@swivl
@pewresearch
@ascd
@aurora_inst
@knowledgeworks
@asaecenter
@andersonedtech
@jennbinis

Top Replied-To in G3:
@jeremyfarrar
@rossthomson26
@laserhaas01
@ulfateh
@proftimnoakes
@drumeshprabhu
@braincures
@bullyingalberta

Top Replied-To in G4:
@thegemscamp
@twittersupport
@drmonibyrne
@toscakilloran
@juandoming
@lmanisviney
@e_sheninger

Top Replied-To in G5:
@nascar

Top Replied-To in G7:
@philpottshailey
@amandacarlsonec

Top Replied-To in G9:
@cosn

Top Mentioned
Top Mentioned in Entire Graph:
@weareteachers
@rdene915
@jillsiefken
@e_sheninger
@tcea
@edsurge
@elmagazine
@edutopia
@edsource
@catlin_tucker

Top Mentioned in G1:
@rdene915
@thriveinedu
@edumatchbooks
@shannonmmiller
@goldedullc
@coopmike48
@mrshowell24
@vanmeterschools
@iste
@k12prospects

Top Mentioned in G2:
@2peasandadog
@mradampe
@jrsowash
@cattsireland
@drescotet
@thenerdyteacher
@kindnesscoach_

Top Mentioned in G3:
@braincures
@do_kinder
@proftimnoakes
@ukri_ceo
@thepeopleshubuk
@psychmh
@jeremyfarrar
@michelle_cruk
@suzanne_garrett
@delusionalacad1

Top Mentioned in G4:
@e_sheninger
@susancolton2
@erik_youngman
@bigpiclearning
@cbosley19
@mcleod
@chrisclinewcps
@heidihayesjacob
@aasahq
@adamddrummond

Top Mentioned in G5:
@jillsiefken
@carmelhealth
@e_sheninger
@toddwhitaker
@steelethoughts
@weareteachers
@drmarkjgonyea
@unesco
@steampe
@unfoldthesoul

Top Mentioned in G6:
@elmagazine
@ascd
@curriculumblog
@cueinc
@unfoldthesoul
@tomschimmerpod
@pdkintl
@allison_zmuda
@educrushpod
@natabasso

Top Mentioned in G7:
@tcea
@finleyt
@teachthought
@slidesmaniasm
@nyscate
@e_sheninger
@drspikecook
@learnpromethean
@techecisd
@mguhlin

Top Mentioned in G8:
@weareteachers
@etr_in
@edulastic
@lysol
@paulenderle
@populationed
@genomealberta
@dairy_alliance
@gwardis
@shakeuplearning

Top Mentioned in G9:
@matthiefield
@imported_fun
@cinehead
@cosn
@cerysmatthews
@nme
@pitchfork
@radiotoday
@aflnewberry
@501cthreeorg

Top Mentioned in G10:
@breakoutedu
@bethany_petty
@wes_kieschnick
@wipebook
@e_sheninger
@engage_learning
@mjmadda
@iste
@victoriathetech
@leontynesjr

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@huskorkut
@femtech_
@celebrainltd
@iartg
@annemariayritys
@evankirstel
@malliardreport
@coopmike48

Top Tweeters in G1:
@femtech_
@coopmike48
@researchmrx
@thr
@devvibesbot
@bar_zie
@alicekeeler
@stressfreekids
@dcarsoncpa
@godfrey_g_

Top Tweeters in G2:
@sanrau
@lookforsun
@smgaillard
@iconohash
@drescotet
@rimwellc
@dannynic
@2011teacher
@merylkevans
@thenerdyteacher

Top Tweeters in G3:
@evankirstel
@googleexpertuk
@marting8177
@ignaciovalle3
@nicochan33
@drumeshprabhu
@doctorow
@funder
@serenashimaward
@tristramwyatt

Top Tweeters in G4:
@marshawright
@juandoming
@wagjuer
@marcelamomberg
@bradwilliams69
@shellterrell
@ryan102857
@thomascmurray
@mcleod
@kellywchris

Top Tweeters in G5:
@macchica26
@nascar
@stpstservices
@cherie59789095
@toddwhitaker
@heidisiwak
@lop1936
@chcprincipal
@paulrosengard
@movelivelearn

Top Tweeters in G6:
@mjgranger1
@womened
@dawnbazely
@helperstream
@brookingsinst
@harvardbiz
@coolcatteacher
@rosaisiah
@angiemuleroa
@jonharper70bd

Top Tweeters in G7:
@mguhlin
@digitalnative
@lieberrian
@seesaw
@brengosyad
@christinamluce
@rsamantha725
@zoom
@badgerhs_prin
@dlegore

Top Tweeters in G8:
@its_coachb
@feralartist
@fourcornersrock
@newsneus
@1naturalzeta
@curlyq_fries
@mytowntutors
@garystager
@garym
@joe4rialtousd

Top Tweeters in G9:
@belladonamodels
@baldev_bahl
@nme
@prqosjdyofn1ylj
@imported_fun
@sebwrites
@schleiderjustin
@pitchfork
@sardimperium
@wickeddecent

Top Tweeters in G10:
@nplace1
@rrhondasutton
@ihadztotweet
@mich_lee11
@darraghman1
@sra_djgc
@redheadteachr_
@khechara
@seahawksteacher
@sandra_teach7th