edchat, Twitter, 5/16/2022 5:22:37 PM, 276442


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edchat_2022-05-16_03-30-01.xlsx
edchat_2022-05-16_03-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 16, 2022
Short Description:
edchat via NodeXL https://bit.ly/3wjSAOH
@educationbnb
@brianmendler
@tcea
@fixingeducation
@rdene915
@allaboutthepact
@finleyt
@curriculumblog
@readersholdthe1
@jc_james_clark

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

Description:
Description
The graph represents a network of 5,149 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, 16 May 2022 at 10:38 UTC.

The requested start date was Monday, 16 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 6-day, 10-hour, 5-minute period from Monday, 09 May 2022 at 13:54 UTC to Monday, 16 May 2022 at 00:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 5149
Unique Edges : 3121
Edges With Duplicates : 11677
Total Edges : 14798
Number of Edge Types : 5
Mentions : 2174
Retweet : 4528
MentionsInRetweet : 5846
Tweet : 2147
Replies to : 103
Self-Loops : 2279
Reciprocated Vertex Pair Ratio : 0.0388138487812451
Reciprocated Edge Ratio : 0.0747272455537289
Connected Components : 532
Single-Vertex Connected Components : 257
Maximum Vertices in a Connected Component : 3833
Maximum Edges in a Connected Component : 12457
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.005023
Graph Density : 0.000252423392839008
Modularity : 0.416682
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,149 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, 16 May 2022 at 10:38 UTC.

The requested start date was Monday, 16 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 6-day, 10-hour, 5-minute period from Monday, 09 May 2022 at 13:54 UTC to Monday, 16 May 2022 at 00:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[209] https://venngage.com/blog/leadership-infographics/
[63] https://www.teachthought.com/pedagogy/make-learning-more-engaging/
[39] 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
[32] https://oodlu.org/
[31] http://esheninger.blogspot.com/2022/05/embracing-evolved-thought-process.html
[25] https://www.braveenoughtofail.org/
[24] https://leftbraincraftbrain.com/star-wars-stem-projects-for-kids/
[21] https://www.restorativegroup.org/
[17] https://learnography.wordpress.com/2022/04/16/brainpage-memory-modulation-of-knowledge-transfer-is-everything-in-kids-school-ecosystem/
[17] http://esheninger.blogspot.com/2022/05/4-question-types-for-deeper-learning.html

Top URLs in Tweet in G1:
[32] https://oodlu.org/
[25] https://www.braveenoughtofail.org/
[17] https://learnography.wordpress.com/2022/04/16/brainpage-memory-modulation-of-knowledge-transfer-is-everything-in-kids-school-ecosystem/
[15] https://oodlu.org
[13] https://podcasts.apple.com/us/podcast/allowed-an-opinion-robert-cobbs-what-are-you-assessing/id1529365406?i=1000560025986&itscg=30200&itsct=podcast_box_link&ls=1
[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
[12] https://learnography.wordpress.com/2022/05/12/taxshila-model-school-system-2/
[10] https://2ecdfaginbxpbn2hanh92q1y30.hop.clickbank.net/?tid=GLOBAL
[10] https://losnietos.az1.qualtrics.com/jfe/form/SV_cGs5s0FksUXFNB4

Top URLs in Tweet in G3:
[200] https://venngage.com/blog/leadership-infographics/
[54] https://www.teachthought.com/pedagogy/make-learning-more-engaging/
[22] https://leftbraincraftbrain.com/star-wars-stem-projects-for-kids/
[11] https://blog.tcea.org/blending-high-effect-instructional-strategies-with-the-5e-model/
[9] https://www.educationwithdocrunning.com/2018/01/social-sundays-student-centered-unit.html?utm_medium=social&utm_source=pinterest&utm_campaign=tailwind_tribes&utm_content=tribes&utm_term
[8] https://brenhamtechdaily.blogspot.com/2022/05/end-of-year-projects-ideas-and-tips-via.html
[6] https://blog.tcea.org/culturally-responsive-strategies/
[6] https://www.podcastpd.com/live
[5] https://blog.tcea.org/11-free-math-sites/#utm_source=rss&utm_medium=rss&utm_campaign=11-free-math-sites
[5] https://blog.tcea.org/eight-chrome-extensions-and-sites-you-may-not-know-may-2022/#utm_source=rss&utm_medium=rss&utm_campaign=eight-chrome-extensions-and-sites-you-may-not-know-may-2022

Top URLs in Tweet in G4:
[2] https://www.popk.com/2020/11/15/14-of-the-best-resources-for-teaching-children-to-code/
[1] https://www.popk.com/2020/11/09/resources-and-lesson-plans-for-financial-literacy/
[1] https://www.popk.com/2020/11/15/developing-digital-literacy-for-all-students/
[1] https://www.popk.com/2020/11/15/swift-playgrounds-the-absolute-best-way-to-teach-everyone-to-code-2/
[1] https://www.popk.com/2020/11/15/assessing-digital-literacy-developing-a-general-measure/
[1] https://www.popk.com/2020/11/15/digital-competence-and-digital-literacy-in-higher-education-research-systematic-review-of-concept-use/
[1] https://www.popk.com/2020/12/07/math-and-money-fun-for-students/
[1] https://www.popk.com/2020/12/07/american-historical-association-digital-literacy/

Top URLs in Tweet in G5:
[6] https://www.llcsd.net/apps/pages/studentregistration-3
[6] https://tweetedtimes.com/search/iKrips/en
[6] https://tweetedtimes.com/JodiMos
[4] https://youtu.be/e0k6nAtQdSU
[3] |
[2] https://us06web.zoom.us/webinar/register/WN_aaf6F94tS6KDHPZ6jHgaMg
[2] https://www.nytimes.com/2022/04/12/us/politics/transgender-laws-us.html
[2] https://docs.google.com/forms/d/e/1FAIpQLScghuSSpB-rAJlQ_gen3yFs7jG4lyFLNGbdMcNVvFPH9JdP2w/viewform?usp=sf_link
[2] https://www.edsurge.com/news/2022-05-09-students-need-summer-learning-that-doesn-t-feel-like-school
[2] http://www.academicinnovations.com/videos/vimeo/669478683?h=8662073d57&badge=0&autopause=0&player_id=0&app_id=58479

Top URLs in Tweet in G6:
[28] http://esheninger.blogspot.com/2022/05/embracing-evolved-thought-process.html
[17] http://esheninger.blogspot.com/2022/05/4-question-types-for-deeper-learning.html
[6] http://paper.li/AriesCobb/1397995931
[6] https://esheninger.blogspot.com/2022/05/4-question-types-for-deeper-learning.html
[6] http://esheninger.blogspot.com/2021/06/re-thinking-learning-environment.html
[5] http://esheninger.blogspot.com/2022/01/5-ways-to-unleash-your-leadership.html
[5] https://importedfun.com/
[3] https://www.teachthought.com/pedagogy/make-learning-more-engaging/
[2] https://catlintucker.com/2022/02/playlists-vs-choice-boards/
[2] https://catlintucker.com/2020/09/online-learning-thinking-routines/

Top URLs in Tweet in G7:
[4] http://adathestem.com
[1] https://www.linkedin.com/pulse/scam-investigation-universities-krzysztof-potempa/
[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

Top URLs in Tweet in G8:
[17] https://www.restorativegroup.org/
[6] https://www.teachbetter.com/blog/do-we-have-a-system-of-schools-or-a-school-system/
[6] https://www.restorativegroup.org/speakers
[3] https://www.mcrel.org/does-your-school-have-a-guaranteed-and-viable-curriculum/
[2] https://www.ascd.org/blogs/the-instructional-leader-manifesto
[2] https://catlintucker.com/2018/02/simple-articulation-strategy-5-ins-and-5-outs/
[2] https://www.teachbetter.com/blog/five-characteristics-of-teacher-leaders/
[2] https://www.teachbetter.com/blog/what-should-students-know-and-be-able-to-do-life-skills/
[2] https://www.ascd.org/el/articles/leadership-secrets-for-collective-teacher-success
[1] https://www.teachbetter.com/blog/create-a-daily-scorecard/

Top URLs in Tweet in G9:
[3] https://www.mssackstein.com/post/live-with-larry-jacobs-on-education-talk-radio
[2] https://www.drdouggreen.com/2022/promoting-ed-tech-excitement-the-are-you-the-asshole-bot-livestream-the-eclipse/
[2] https://www.drdouggreen.com/2022/improve-school-sports-reduce-teacher-stress-ted-ed-videos-for-students-to-choose/
[2] https://www.drdouggreen.com/2022/tool-to-help-understand-students-help-teens-with-anxiety-formative-assessment-strategies/
[2] https://www.drdouggreen.com/2022/plan-your-lunar-eclipse-watching-are-evs-better-for-the-environment-insane-drone-swarm/
[2] https://www.drdouggreen.com/2022/effective-math-intervention-hydroponics-at-home-webb-telescopes-1st-looks/
[2] https://www.drdouggreen.com/2022/high-end-vr-headset-demo-8-million-hs-winnings-game-changing-pasta-sauces/
[1] https://www.understood.org/en/articles/family-engagement-and-student-success
[1] https://www.ascd.org/events/ascd-webinar-school-is-almost-out-now-what-fostering-family-relationships
[1] https://edtechmagazine.com/k12/article/2022/05/legacy-technology-and-systems-open-door-cybercriminals

Top URLs in Tweet in G10:
[4] https://edsource.org/2022/bay-area-sees-families-leave-cities-flock-to-suburbs/671454
[3] https://edsource.org/2022/california-set-to-launch-hundreds-of-community-schools-with-635-million-in-grants/672246
[2] https://edsource.org/2022/students-from-across-california-share-experiences-with-campus-gun-violence/671481
[2] https://edsource.org/podcast/the-class-of-2022
[1] https://edsource.org/2022/will-california-teachers-be-ready-to-teach-ethnic-studies-some-say-they-need-special-training/672093
[1] https://edsource.org/updates/pacific-grove-unified-likely-to-reinstate-mask-mandate
[1] https://edsource.org/updates/the-future-of-the-states-public-education-system-is-questioned-in-a-new-report
[1] https://edsource.org/updates/interest-rates-on-new-student-to-rise-graduate-school-and-parental-loans-to-see-biggest-hike
[1] https://edsource.org/updates/department-of-interior-releases-report-on-indian-boarding-schools
[1] https://edsource.org/updates/los-angeles-unified-school-board-votes-to-delay-covid-19-vaccine-mandate-to-align-with-the-state

Top Domains
Top Domains in Tweet in Entire Graph:
[234] twitter.com
[209] venngage.com
[152] blogspot.com
[100] oodlu.org
[94] youtube.com
[75] teachthought.com
[65] amazon.com
[56] co.uk
[55] tcea.org
[44] wordpress.com

Top Domains in Tweet in G1:
[100] oodlu.org
[54] youtube.com
[45] blogspot.com
[42] twitter.com
[42] internet4classrooms.com
[39] careerarc.com
[36] wordpress.com
[35] techlearning.com
[30] definedlearning.com
[28] edtechreview.in

Top Domains in Tweet in G3:
[200] venngage.com
[59] teachthought.com
[49] tcea.org
[24] blogspot.com
[22] leftbraincraftbrain.com
[11] twitter.com
[9] educationwithdocrunning.com
[8] weareteachers.com
[6] podcastpd.com
[5] teachingquality.org

Top Domains in Tweet in G4:
[9] popk.com

Top Domains in Tweet in G5:
[39] twitter.com
[16] mradampe.com
[14] co.uk
[12] tweetedtimes.com
[6] tumblr.com
[6] llcsd.net
[5] blogspot.com
[5] edutopia.org
[5] youtube.com
[5] youtu.be

Top Domains in Tweet in G6:
[67] blogspot.com
[10] catlintucker.com
[6] paper.li
[5] importedfun.com
[3] teachthought.com
[2] studysync.com
[2] wordpress.com
[2] educationwithdocrunning.com
[2] tweetedtimes.com
[2] twitter.com

Top Domains in Tweet in G7:
[4] adathestem.com
[1] linkedin.com
[1] tandfonline.com
[1] theconversation.com

Top Domains in Tweet in G8:
[23] restorativegroup.org
[15] teachbetter.com
[6] ascd.org
[6] youtube.com
[3] mcrel.org
[2] catlintucker.com
[2] edutopia.org
[1] mindtools.com
[1] apple.com
[1] habitsofmindinstitute.org

Top Domains in Tweet in G9:
[12] drdouggreen.com
[7] savvas.com
[5] edsurge.com
[5] mssackstein.com
[3] twitter.com
[2] edutopia.org
[2] bbc.com
[1] understood.org
[1] ascd.org
[1] edtechmagazine.com

Top Domains in Tweet in G10:
[32] edsource.org
[3] edutopia.org
[2] ecs.org
[1] wpengine.com
[1] codesigningschools.com
[1] gettingsmart.com
[1] edweek.org
[1] newamerica.org
[1] cta.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4493] edchat
[848] education
[810] edtech
[667] edutwitter
[504] k12
[302] teachers
[267] teachertwitter
[262] leadership
[256] learning
[223] ukedchat



Top Hashtags in Tweet in G1:
[1233] edchat
[446] edtech
[434] education
[254] k12
[109] teaching
[98] sel
[87] teachers
[85] homeschool
[78] learning
[78] homeschooling

Top Hashtags in Tweet in G2:
[30] thatonekid
[15] edchat
[2] teachers
[1] edutwitter
[1] teachertwitter
[1] kidsdeserveit
[1] responsibility
[1] innovate
[1] digitalempathy
[1] studentsuccess

Top Hashtags in Tweet in G3:
[543] edchat
[294] edutwitter
[213] leadership
[83] learning
[57] teachertwitter
[56] academictwitter
[55] education
[54] teacherlife
[45] sundaymorning
[36] edtech

Top Hashtags in Tweet in G4:
[20] edchat
[10] grateful
[8] edtech
[5] digitalliteracy
[3] coding
[2] edutwitter
[2] edu
[2] finlit
[2] financialliteracy
[1] maslowbeforebloom

Top Hashtags in Tweet in G5:
[383] edchat
[79] education
[42] edutwitter
[39] teachers
[28] teachertwitter
[21] teaching
[20] edtech
[19] learning
[19] ukedchat
[18] physed

Top Hashtags in Tweet in G6:
[303] edchat
[124] k12
[95] students
[77] edutwitter
[70] ukedchat
[67] teacher
[52] disruptivethink
[51] suptchat
[24] education
[24] teachers

Top Hashtags in Tweet in G7:
[4] edchat
[4] womeninstem
[2] scipol
[2] education
[1] researchmisconduct
[1] universities
[1] researchculture
[1] reimagineresearch
[1] sciencepolicy
[1] sciculture

Top Hashtags in Tweet in G8:
[141] edchat
[32] sltchat
[32] ukedchat
[19] restorativegroup
[17] k12
[17] restorativepractices
[10] learning
[9] edleadership
[6] teacherappreciationweek2022
[6] womened

Top Hashtags in Tweet in G9:
[67] edchat
[24] education
[22] gtchat
[22] gifted
[20] talented
[20] tagt
[18] edleaders
[17] edu
[15] cpchat
[13] educhat

Top Hashtags in Tweet in G10:
[46] edchat
[28] caedu
[18] capol
[17] caleg
[8] highered
[4] edtech
[3] classof2022
[3] antiracisteducators
[3] edtechchat
[3] googleforedu

Top Words
Top Words in Tweet in Entire Graph:
[4493] #edchat
[1680] kids
[990] back
[916] students
[852] #education
[810] #edtech
[788] school
[774] learning
[667] #edutwitter
[647] more

Top Words in Tweet in G1:
[1233] #edchat
[446] #edtech
[434] #education
[254] #k12
[244] students
[213] learning
[212] school
[151] education
[147] more
[133] rdene915

Top Words in Tweet in G2:
[1324] kids
[882] back
[539] brianmendler
[441] smile
[440] respectful
[440] disrespectful
[440] kind
[440] unkind
[47] ok
[46] think

Top Words in Tweet in G3:
[543] #edchat
[411] tcea
[294] #edutwitter
[213] #leadership
[207] leader
[205] great
[200] qualities
[200] venngage
[85] kids
[83] #learning

Top Words in Tweet in G4:
[330] fixingeducation
[199] don
[189] enough
[179] schools
[169] sleep
[159] teachers
[159] exercise
[158] problems
[158] facing
[158] public

Top Words in Tweet in G5:
[383] #edchat
[79] #education
[45] school
[44] students
[42] #edutwitter
[39] #teachers
[36] learning
[32] teachers
[28] #teachertwitter
[27] today

Top Words in Tweet in G6:
[303] #edchat
[172] finleyt
[130] learning
[124] #k12
[116] student
[100] thinking
[96] make
[95] kids
[95] #students
[92] visible

Top Words in Tweet in G7:
[7] jeremyfarrar
[7] ukri_ceo
[6] googleexpertuk
[5] michelle_cruk
[5] 1752group
[4] drumeshprabhu
[4] #edchat
[4] ada
[4] lovelace
[4] inspired

Top Words in Tweet in G8:
[141] #edchat
[98] curriculumblog
[50] schools
[34] create
[33] step
[32] school
[32] #sltchat
[32] #ukedchat
[29] need
[28] kids

Top Words in Tweet in G9:
[67] #edchat
[24] #education
[22] #gtchat
[22] #gifted
[20] global
[20] #talented
[20] powered
[20] #tagt
[20] txgifted
[18] #edleaders

Top Words in Tweet in G10:
[49] edsource
[46] #edchat
[37] school
[28] #caedu
[23] office
[22] opinion
[20] schools
[18] #capol
[18] higher
[17] #caleg

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[469] respectful,kids
[469] kids,disrespectful
[469] disrespectful,back
[469] back,kind
[469] kind,kids
[469] kids,unkind
[469] unkind,back
[469] back,smile
[469] smile,kids
[468] brianmendler,respectful

Top Word Pairs in Tweet in G1:
[221] #edchat,#edtech
[158] #education,#edchat
[84] #edtech,#homeschool
[78] #homeschool,#homeschooling
[75] #edchat,#k12
[71] #edtech,#edchat
[57] #edchat,#education
[48] #k12,#edchat
[46] #edtech,#education
[38] learn,more

Top Word Pairs in Tweet in G2:
[440] respectful,kids
[440] kids,disrespectful
[440] disrespectful,back
[440] back,kind
[440] kind,kids
[440] kids,unkind
[440] unkind,back
[440] back,smile
[440] smile,kids
[439] brianmendler,respectful

Top Word Pairs in Tweet in G3:
[200] qualities,great
[200] great,leader
[200] leader,venngage
[200] venngage,#edchat
[200] #edchat,#leadership
[200] #leadership,#edutwitter
[198] tcea,qualities
[54] make,#learning
[54] #learning,more
[54] more,engaging

Top Word Pairs in Tweet in G4:
[158] problems,facing
[158] facing,public
[158] public,schools
[158] schools,don
[158] don,talk
[158] talk,enough
[158] enough,class
[158] class,size
[158] size,proper
[158] proper,sleep

Top Word Pairs in Tweet in G5:
[22] #edchat,#education
[16] #edutwitter,#edchat
[16] #mradampe,#pegeeks
[16] #physed,#pechat
[16] #pechat,#googleei
[15] #googleei,#googleet
[14] #education,#edchat
[14] #pegeeks,#physed
[12] #edchat,#edutwitter
[11] #googleet,#googlepd

Top Word Pairs in Tweet in G6:
[93] #students,#k12
[92] make,student
[92] student,thinking
[92] thinking,visible
[92] visible,assess
[92] assess,kids
[92] kids,processes
[92] processes,learning
[92] learning,depth
[92] depth,understanding

Top Word Pairs in Tweet in G7:
[5] jeremyfarrar,michelle_cruk
[5] michelle_cruk,ukri_ceo
[4] ada,lovelace
[4] lovelace,inspired
[4] inspired,language
[4] language,makes
[4] makes,modern
[4] modern,defense
[4] defense,air
[4] air,systems

Top Word Pairs in Tweet in G8:
[32] #sltchat,#ukedchat
[26] #ukedchat,#edchat
[20] need,create
[20] create,schools
[20] schools,organized
[20] organized,meet
[20] meet,needs
[20] needs,kids
[20] kids,serve
[20] serve,instead

Top Word Pairs in Tweet in G9:
[22] #gtchat,#gifted
[20] global,#gtchat
[20] #gifted,#talented
[20] #talented,powered
[20] powered,#tagt
[20] #tagt,txgifted
[18] #edchat,#edleaders
[16] #edleaders,#edu
[15] #edu,#education
[15] netnuggets,#edchat

Top Word Pairs in Tweet in G10:
[22] #caedu,#edchat
[18] edsource,opinion
[16] #caleg,#capol
[16] opinion,meredithwdodson
[16] meredithwdodson,sfparents
[16] sfparents,school
[16] school,boards
[16] boards,shouldn
[16] shouldn,political
[16] political,stepping

Top Replied-To
Top Replied-To in Entire Graph:
@tomwhitby
@mcgough3r
@danacoledares
@sgthomas1973
@harveyalvy1
@gop
@julia_lathan
@plugusin
@shiftparadigm
@dendari

Top Replied-To in G1:
@gop
@plugusin
@tcea
@73newport
@miss_mcinerney
@equityedu
@miller4students
@iquanta_in
@petrinkae

Top Replied-To in G2:
@brianmendler

Top Replied-To in G3:
@chechels23

Top Replied-To in G4:
@fixingeducation

Top Replied-To in G7:
@jeremyfarrar
@laserhaas01

Top Replied-To in G10:
@wearecta

Top Mentioned
Top Mentioned in Entire Graph:
@brianmendler
@tcea
@fixingeducation
@venngage
@finleyt
@curriculumblog
@rdene915
@teachthought
@e_sheninger
@sharemylesson

Top Mentioned in G1:
@rdene915
@learnography
@oodlu_tweets
@betf
@edutopia
@matthiefield
@k12prospects
@mrs_truckman
@mrshowell24
@techmyschool

Top Mentioned in G2:
@brianmendler
@tcea
@carissa03038206

Top Mentioned in G3:
@tcea
@venngage
@teachthought
@teacher2teacher
@t
@finleyt
@mguhlin
@craftbrain
@erik_youngman
@adobeforedu

Top Mentioned in G4:
@fixingeducation
@brianmendler
@popk_com
@tcea
@educatoralex

Top Mentioned in G5:
@mradampe
@teachersjourney
@academictutor20
@gladwinprimary
@learnauf
@brbrasseur
@ametroslearning
@stephen_tutor1
@wfttcoaching
@wearethelecc

Top Mentioned in G6:
@finleyt
@e_sheninger
@catlin_tucker
@imported_fun
@tcea
@cbosley19
@educatoral
@civxnow
@curriculumblog
@teachthought

Top Mentioned in G7:
@ukri_ceo
@googleexpertuk
@jeremyfarrar
@michelle_cruk
@1752group
@drumeshprabhu
@universitiesuk
@sadiqkhan
@ajackiehunter
@ruthmckernan

Top Mentioned in G8:
@curriculumblog
@vivgrant
@restorativegrp
@elmagazine
@youtube
@tuckedintuesday
@nmaynardedu
@teachmrreed
@mcrel
@itsbredanielle

Top Mentioned in G9:
@txgifted
@getactionaly
@mindshiftkqed
@gtchatmod
@edsurge
@savvaslearning
@edutopia
@mssackstein
@dtwillingham
@edimpact_tweet

Top Mentioned in G10:
@edsource
@meredithwdodson
@sfparents
@millscollege
@calstate
@laschools
@usouthflorida
@gavinnewsom
@future4learning
@billdoddca

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@xaelbot
@cybersecurityn8
@iartg
@celebrainltd
@kenkircher1
@coopmike48
@codernotesbot
@reuters
@fabriciosx

Top Tweeters in G1:
@coopmike48
@education_24x7
@wsj
@buzzfeed
@aine
@gdprai
@academicchatter
@betterjobsearch
@nancyosborne180
@nick_chater

Top Tweeters in G2:
@kenkircher1
@algierslady
@jujunlulujudy
@jadepinksameera
@sheislilcute
@mommy97giraffe
@kayodefoloruns3
@jannahtesl
@kenjaques
@florets_zaynab

Top Tweeters in G3:
@linda_u_w_a
@ebooklingo
@eddydaud
@alicekeeler
@humanwords_
@stressfreekids
@nba
@summerbreezeus
@supernovamomma
@atieyk

Top Tweeters in G4:
@raqzi10
@fraudoktor11
@micks_it
@stem_nastics
@sugasheen16
@cherylw04311691
@verbatim411
@charms77
@amendmentd
@purplelibra72

Top Tweeters in G5:
@kirkmurphy
@avivaloca
@teachertoolkit
@classroomtools
@wsws_updates
@grammasheri
@jeremydbond
@tomtolkien
@hmwdesign_bot
@laineyx

Top Tweeters in G6:
@johnapp63499667
@imported_fun
@smgaillard
@anwarfadzil
@reygarbernal
@tarafarah7
@tonysinanis
@saylookma
@e_sheninger
@sazameyuki

Top Tweeters in G7:
@googleexpertuk
@marting8177
@ignaciovalle3
@nicochan33
@botfemale
@doctorow
@drumeshprabhu
@tristramwyatt
@laserhaas01
@suzannah_baron

Top Tweeters in G8:
@mdrechsler
@clbear31
@coachddukes87
@kqed
@pbs
@jonharper70bd
@curriculumblog
@businessolhs
@naomiharm
@drneilgupta

Top Tweeters in G9:
@reuters
@fabriciosx
@nypost
@mailonline
@nicoleschoice1
@staplesstores
@reutersbiz
@lifewithjohn
@mssackstein
@verge

Top Tweeters in G10:
@estarianne
@lplatosmith
@aarieff
@wearecta
@newamerica
@realkiradavis
@epellefsen
@calstate
@northeastern
@laschools