educhat, Twitter, 12/2/2019 3:55:31 PM, 217859


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educhat_2019-12-02_03-25-37.xlsx
educhat_2019-12-02_03-25-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2019
Short Description:
educhat via NodeXL http://bit.ly/33KovWF
@scalarhumanity
@rdene915
@sharemylesson
@jc_james_clark
@siopmodel
@youtube
@schoolsappsteam
@gcouros
@cristurple
@diversityup

Top hashtags:
#educhat
#edchat
#education
#edu
#learn
#edutwitter
#edtech
#k12
#teach
#tecedu2019

Description:
Description
The graph represents a network of 2,054 Twitter users whose tweets in the requested range contained "educhat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 02 December 2019 at 11:26 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 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 13-day, 10-hour, 24-minute period from Monday, 18 November 2019 at 01:06 UTC to Sunday, 01 December 2019 at 11:30 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 : 2054
Unique Edges : 2453
Edges With Duplicates : 1982
Total Edges : 4435
Number of Edge Types : 3
Mentions : 2983
Tweet : 1238
Replies to : 214
Self-Loops : 1238
Reciprocated Vertex Pair Ratio : 0.0605285592497869
Reciprocated Edge Ratio : 0.114147909967846
Connected Components : 428
Single-Vertex Connected Components : 211
Maximum Vertices in a Connected Component : 781
Maximum Edges in a Connected Component : 2073
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.771963
Graph Density : 0.000590012193901532
Modularity : 0.557231
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,054 Twitter users whose tweets in the requested range contained "educhat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 02 December 2019 at 11:26 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 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 13-day, 10-hour, 24-minute period from Monday, 18 November 2019 at 01:06 UTC to Sunday, 01 December 2019 at 11:30 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 : educhat
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:
[24] https://medium.com/me/stories/public
[23] https://anchor.fm/rdene915/episodes/Collaboration-and-Promoting-SEL-e90nvu
[21] https://www.rdene915.com/
[19] http://blog.kidsemail.org/2017/01/what-is-the-right-age-for-email/
[18] https://twinybots.ch/
[16] https://register.gotowebinar.com/register/4048493475801096459
[16] https://ibbleobble.com/clever
[15] https://www.theatlantic.com/education/archive/2019/11/is-a-college-different-from-a-university/602215/
[13] https://mailchi.mp/b372a675eb48/ebbbookclub
[12] https://www.telegraph.co.uk/school-sport/2019/11/19/exclusive-sport-leaders-unite-pe-emergency/

Top URLs in Tweet in G1:
[23] https://medium.com/me/stories/public
[18] https://www.rdene915.com/
[18] https://anchor.fm/rdene915/episodes/Collaboration-and-Promoting-SEL-e90nvu
[16] https://register.gotowebinar.com/register/4048493475801096459
[11] https://www.the74million.org/news/
[11] http://simulasidigital-muchamadekisa.blogspot.com/p/selamat-datang-di-blog-smk-negeri-1.html
[10] https://rdene915.com/2019/11/26/the-impact/
[9] https://www.gettingsmart.com/2019/11/5-ideas-for-building-communication-skills-for-the-future/
[9] http://simulasidigital-muchamadekisa.blogspot.com/2019/09/virtual-coordinator-training-vct.html
[8] https://www.edweek.org/ew/articles/2019/11/15/10-simple-steps-for-reducing-toxic-stress.html?cmp=soc-twitter-shr

Top URLs in Tweet in G2:
[13] https://ibbleobble.com/clever
[10] https://twinybots.ch/
[8] https://www.telegraph.co.uk/school-sport/2019/11/19/exclusive-sport-leaders-unite-pe-emergency/
[3] https://www.seriousteachers.com/
[3] https://www.weareteachers.com/cyber-monday-black-friday-deals-for-teachers/
[3] https://www.cultofpedagogy.com/online-images/
[3] https://blog.tcea.org/coaching-models-2?utm_source=twitter&utm_medium=social&utm_campaign=coachingmodels2
[3] https://blog.tcea.org/computer-science-credits/?utm_source=twitter&utm_medium=social&utm_campaign=sboe
[3] https://www.eduprise.co.uk/blog/boost-your-school-finances-with-these-fundraising-ideas?utm_source=Social
[3] Media&utm_medium=Twitter&utm_campaign=Eduprise

Top URLs in Tweet in G3:
[6] https://sharemylesson.com/teaching-resource/article-grief-holiday
[6] https://www.eventbrite.com/e/teaching-history-with-primary-source-documents-webinar-december-3-and-5-tickets-81768440607
[4] https://sharemylesson.com/blog/pitch-poster-board-21st-century-presentation-tools
[4] https://sharemylesson.com/collections/social-emotional-learning
[4] https://sharemylesson.com/teaching-resource/celebrate-culture-diversity-and-inclusion-your-students-2019-2020-school-year
[3] https://sharemylesson.com/todays-news-tomorrows-lesson/impeachment-hearings-update
[3] https://sharemylesson.com/blog/share-my-lesson-thanks
[3] https://sharemylesson.com/community/groups/freedom-teach
[3] https://sharemylesson.com/blog/the-great-thanksgiving-listen
[3] https://sharemylesson.com/teaching-resource/preparing-students-life-after-high-school-299557

Top URLs in Tweet in G4:
[2] https://twitter.com/NadineThornhill/status/1197678763737309184
[1] https://twitter.com/samlong713/status/1200082672971919360
[1] https://edurolearning.com/product/masterminded-tricia-friedman/
[1] https://www.ctf-fce.ca/Documents/BGLTTPolicies%20-English.pdf
[1] https://www.ncaa.org/sites/default/files/DIII-INC_LGBTQPolicyGuide_Web_20180822.pdf
[1] https://twitter.com/fayleong/status/1197882736897339392
[1] https://podcasts.apple.com/us/podcast/episode-11-diversity-is-the-rule/id1481229472?i=1000458062193
[1] https://podcasts.apple.com/us/podcast/episode-nine-design-for-allyship/id1481229472?i=1000456501129
[1] https://twitter.com/kruu_justin/status/1200594337274318848
[1] https://kiley2014.globalblogs.org/teaching-samples/well-being-identity-alliances-building-empathy-understanding/

Top URLs in Tweet in G5:
[3] https://twitter.com/marybell_udem/status/1196461618395308032
[3] https://twitter.com/Gaston_teach/status/1196450994256859136
[2] https://twitter.com/marybell_udem/status/1196461437260046338
[2] https://twitter.com/marybell_udem/status/1196460790641020929
[1] https://twitter.com/Gaston_teach/status/1196450684801040387
[1] https://twitter.com/paigeb_teach/status/1196559142644854784
[1] https://twitter.com/j0828731/status/1196855763240726533
[1] https://twitter.com/semiller611/status/1196525577466978304
[1] https://twitter.com/NElementaryed/status/1196481239005499392

Top URLs in Tweet in G6:
[2] https://www.pearsonschool.com/index.cfm?locator=PS3z3z
[2] http://www.pearsonschool.com/index.cfm?locator=PS2rWo
[2] https://twitter.com/Dorina_BELIEVE/status/1196972728173113344
[1] https://www.pearsonschool.com/index.cfm?locator=PS3z12
[1] https://www.youtube.com/watch?v=dEj6M4_iHoM&feature=youtu.be

[1] https://www.youtube.com/watch?v=qGdytKKPv7o&feature=youtu.be

[1] https://www.janaechevarria.com/?p=1340
[1] https://twitter.com/Jechev/status/1200453472631562240
[1] https://twitter.com/kruu_justin/status/1200594337274318848
[1] https://www.empoweringells.com/?p=1447

Top URLs in Tweet in G7:
[2] https://twinybots.ch/
[1] https://www.buildingbetterschools.ca/tools
[1] https://twitter.com/NancyGrew/status/1195405490299326473
[1] https://linktr.ee/schoolwalkins
[1] https://twitter.com/weppeto/status/1197860050771030016
[1] https://twitter.com/chantimalkdsb/status/1199460885011546112
[1] https://anchor.fm/rdene915/episodes/Collaboration-and-Promoting-SEL-e90nvu
[1] https://www.telegraph.co.uk/school-sport/2019/11/19/exclusive-sport-leaders-unite-pe-emergency/

Top URLs in Tweet in G8:
[7] https://www.tes.com/teaching-resource/christmas-quiz-2019-12208316
[5] https://maganaeducation.com/are-you-up-to-the-t3-challenge/
[4] https://www.tes.com/teaching-resource/maths-quiz-quizmajig-12144575
[3] https://www.rdene915.com/
[3] https://glimpse.link/l/OjUpRNx
[3] https://glimpse.link/l/OjUpRNu
[3] https://glimpse.link/l/OjUpRNw
[2] https://glimpse.link/l/OjUpRNs
[2] https://glimpse.link/l/OjUpRNt
[1] https://customers.microsoft.com/en-us/story/764768-newcastle-university

Top URLs in Tweet in G9:
[3] https://www.edutopia.org/article/talk-less-so-students-learn-more
[3] https://blog.tcea.org/coaching-models-2?utm_source=twitter&utm_medium=social&utm_campaign=coachingmodels2
[2] http://fieldsofhome.blogspot.com/2019/11/nanowrimo-day-30-end.html
[2] https://www.weareteachers.com/unexpected-benefits-teaching/
[2] https://www.scholastic.com/teachers/teaching-tools/articles/holiday/ways-to-create-holiday-spirit-in-your-classroom-without-teaching.html?eml=TCH/smd/20191122/TW/NonHolidayThemed
[2] https://www.edutopia.org/article/what-teachers-should-know-about-dysgraphia
[2] https://www.kqed.org/mindshift/49092/digital-text-is-changing-how-kids-read-just-not-in-the-way-that-you-think
[2] https://www.weareteachers.com/3-winter-holiday-activities-that-teach-skills-across-the-curriculum/#.Xd6PU0KNd0I.twitter
[2] https://www.kqed.org/mindshift/51676/how-writing-can-help-you-overcome-math-anxiety
[2] https://learncanola.com/

Top URLs in Tweet in G10:
[6] https://www.trueeducationpartnerships.com/schools/school-tweets-of-the-week-nov-04/
[4] https://www.trueeducationpartnerships.com/schools/school-tweets-of-the-week-nov3/
[1] https://twitter.com/LEOacademies/status/1199767376218251264
[1] https://www.trueeducationpartnerships.com/schools/warrington-sister-schools-china/
[1] https://twitter.com/ButtonLane_/status/1197173272456159232
[1] https://twitter.com/Bidstonavenue/status/1196396504619065349
[1] https://twitter.com/RoyalHighBath/status/1198894311481528320
[1] https://twitter.com/Noadswood_Sch/status/1199990460472864768
[1] https://twitter.com/StJosephMatlock/status/1199339282265042954
[1] https://twitter.com/AHPEandSport/status/1199708788313473029

Top Domains
Top Domains in Tweet in Entire Graph:
[221] com.au
[192] twitter.com
[91] blogspot.com
[84] sharemylesson.com
[75] co.uk
[42] rdene915.com
[38] anchor.fm
[37] gettingsmart.com
[35] youtube.com
[32] weareteachers.com

Top Domains in Tweet in G1:
[56] blogspot.com
[39] rdene915.com
[35] gettingsmart.com
[33] anchor.fm
[27] youtube.com
[25] medium.com
[22] k12prospects.com
[22] twitter.com
[16] gotowebinar.com
[11] the74million.org

Top Domains in Tweet in G2:
[34] twitter.com
[20] co.uk
[13] ibbleobble.com
[10] twinybots.ch
[9] iconohash.com
[7] educationjobs.com
[6] seriousteachers.com
[6] tcea.org
[4] blogspot.com
[4] weareteachers.com

Top Domains in Tweet in G3:
[82] sharemylesson.com
[6] eventbrite.com
[3] on24.com
[2] tcea.org
[1] aftelearning.org
[1] news12.com
[1] aftvoices.org
[1] aft.org
[1] twitter.com
[1] weareteachers.com

Top Domains in Tweet in G4:
[7] twitter.com
[2] apple.com
[1] edurolearning.com
[1] ctf-fce.ca
[1] ncaa.org
[1] globalblogs.org
[1] weareteachers.com

Top Domains in Tweet in G5:
[15] twitter.com

Top Domains in Tweet in G6:
[19] twitter.com
[5] pearsonschool.com
[2] youtube.com
[1] janaechevarria.com
[1] empoweringells.com
[1] prowritingaid.com
[1] literacyworldwide.org
[1] washingtonpost.com
[1] teachhub.com
[1] this.ss

Top Domains in Tweet in G7:
[3] twitter.com
[2] twinybots.ch
[1] buildingbetterschools.ca
[1] linktr.ee
[1] anchor.fm
[1] co.uk

Top Domains in Tweet in G8:
[13] glimpse.link
[12] tes.com
[5] maganaeducation.com
[3] rdene915.com
[2] co.uk
[1] microsoft.com
[1] kqed.org
[1] sharemylesson.com
[1] medium.com
[1] buncee.com

Top Domains in Tweet in G9:
[26] blogspot.com
[18] weareteachers.com
[13] edutopia.org
[8] scholastic.com
[7] tcea.org
[6] kqed.org
[2] learncanola.com
[1] npr.org
[1] thenewsenterprise.com
[1] edpuzzle.com

Top Domains in Tweet in G10:
[11] trueeducationpartnerships.com
[9] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2121] educhat
[795] edchat
[559] education
[311] edu
[250] learn
[249] edutwitter
[244] edtech
[236] k12
[228] teach
[197] tecedu2019



Top Hashtags in Tweet in G1:
[377] educhat
[279] education
[194] k12
[159] edchat
[133] edtech
[87] future4edu
[61] edutwitter
[61] edu
[57] sel
[52] ntchat

Top Hashtags in Tweet in G2:
[300] educhat
[78] education
[52] edutwitter
[48] edchat
[33] teachers
[18] teacher
[16] teaching
[16] edtech
[15] edleaders
[15] edu

Top Hashtags in Tweet in G3:
[134] edchat
[98] educhat
[61] ntchat
[49] aftnewteachers
[14] impeachment
[9] thanksgiving
[8] americaneducationweek
[6] freedomtoteach
[6] childrengriefawarenessday
[5] racism

Top Hashtags in Tweet in G4:
[41] queer_educhat
[21] lgbtqia
[21] safespace
[11] lgbtq
[11] teachpride
[9] lgbtqed
[5] ellchat
[5] ibbiology
[5] ibbio
[5] apbio

Top Hashtags in Tweet in G5:
[203] educhat
[189] tecedu2019
[174] southedm310
[4] southemd310
[2] tecedu19
[1] uci
[1] edutech
[1] techedu2019
[1] soutedm310
[1] southedm

Top Hashtags in Tweet in G6:
[54] educhat
[48] ellchat
[45] ellchat_bkclub
[44] ell
[39] esl
[39] esol
[32] tesol
[31] ncte2019
[30] tefl
[30] newcomers

Top Hashtags in Tweet in G7:
[7] educhat
[4] onted
[3] education
[1] etfostrong
[1] onpoli
[1] fridayfeeling
[1] canlab
[1] redfored
[1] sel
[1] k12

Top Hashtags in Tweet in G8:
[36] educhat
[26] edtech
[22] christmas
[21] education
[20] edchat
[17] christmas2019
[16] ntchat
[16] quiz
[14] edutwitter
[14] holidaysarecoming

Top Hashtags in Tweet in G9:
[97] educhat
[87] edchat
[26] nanowrimo
[6] education
[5] mindshift
[4] suptchat
[3] mondaymotivation
[3] literacy
[3] math
[3] edleadership

Top Hashtags in Tweet in G10:
[13] educhat
[12] education
[9] schools
[2] school
[2] sisterschool
[2] studentexchange
[2] teachers
[2] awardwinning
[1] mondaymotivation
[1] nationalcakeday

Top Words
Top Words in Tweet in Entire Graph:
[2852] Words in Sentiment List#1: Positive
[671] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[71941] Non-categorized Words
[75464] Total Words
[2121] #educhat
[795] #edchat
[559] #education
[458] students
[363] #edu

Top Words in Tweet in G1:
[377] #educhat
[279] #education
[194] #k12
[159] #edchat
[133] #edtech
[128] rdene915
[87] #future4edu
[63] #edu
[61] #edutwitter
[60] latest

Top Words in Tweet in G2:
[300] #educhat
[78] #education
[52] #edutwitter
[48] #edchat
[43] more
[41] students
[33] #teachers
[24] learning
[24] know
[22] school

Top Words in Tweet in G3:
[134] #edchat
[98] #educhat
[89] aftunion
[72] aftteach
[70] sharemylesson
[61] #ntchat
[49] #aftnewteachers
[45] blog
[45] public
[44] schools

Top Words in Tweet in G4:
[41] #queer_educhat
[26] join
[25] mcmahel
[24] kruu_justin
[24] next
[21] #lgbtqia
[21] #safespace
[20] create
[19] scheduled
[19] dec

Top Words in Tweet in G5:
[203] #educhat
[189] #tecedu2019
[174] #southedm310
[112] students
[79] gaston_teach
[65] technology
[65] marybell_udem
[49] way
[47] use
[45] classroom

Top Words in Tweet in G6:
[54] #educhat
[49] #ellchat
[45] #ellchat_bkclub
[44] #ell
[39] #esl
[39] #esol
[34] siopmodel
[32] #tesol
[31] #ncte2019
[30] #tefl

Top Words in Tweet in G7:
[44] public
[42] education
[39] etfoeducators
[39] check
[38] parent
[38] grandparent
[38] ally
[38] stop
[38] ford
[38] cuts

Top Words in Tweet in G8:
[36] #educhat
[26] #edtech
[23] #christmas
[22] quizmajig
[21] #education
[20] #edchat
[19] great
[17] #christmas2019
[16] #ntchat
[16] #quiz

Top Words in Tweet in G9:
[97] #educhat
[87] #edchat
[71] students
[46] supermanduffy
[28] learncanola
[26] #nanowrimo
[23] shares
[23] use
[22] learn
[21] tcea

Top Words in Tweet in G10:
[44] school
[33] week
[23] well
[23] done
[23] made
[23] awards
[18] tweet
[15] schools
[15] tweets
[15] trueeducation_p

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[387] #edchat,#educhat
[223] #teach,#educhat
[220] #edchat,#learn
[220] #learn,#edu
[220] #edu,#teach
[213] #education,#educhat
[100] #edutwitter,#educhat
[88] #educhat,#k12
[88] #tecedu2019,#educhat
[87] learn,more

Top Word Pairs in Tweet in G1:
[117] #edchat,#educhat
[103] #education,#educhat
[78] #educhat,#k12
[58] #educhat,#edtech
[40] #education,#k12
[39] #tutorial,#edu
[31] #edutech,#edtech
[30] #html,#edchat
[30] #education,#tutorial
[30] #edu,#edutech

Top Word Pairs in Tweet in G2:
[35] #education,#educhat
[21] #edutwitter,#educhat
[20] #educhat,#edutwitter
[15] #edu,#education
[14] #edleaders,#edu
[13] #edchat,#educhat
[13] know,#ibbleobble
[13] #ibbleobble,cost
[13] cost,effective
[13] effective,#educational

Top Word Pairs in Tweet in G3:
[92] #edchat,#educhat
[55] aftunion,aftteach
[54] #ntchat,aftunion
[49] #educhat,#aftnewteachers
[45] #aftnewteachers,#ntchat
[42] public,schools
[39] nycschoois,gang
[39] gang,bullies
[39] bullies,video
[39] video,attached

Top Word Pairs in Tweet in G4:
[20] next,#queer_educhat
[19] #queer_educhat,scheduled
[19] scheduled,dec
[19] dec,come
[19] come,join
[19] join,mcmahel
[19] mcmahel,discuss
[19] discuss,create
[19] create,#safespace
[19] #safespace,#lgbtqia

Top Word Pairs in Tweet in G5:
[88] #tecedu2019,#educhat
[69] #educhat,#southedm310
[66] #southedm310,#educhat
[58] #educhat,#tecedu2019
[47] #southedm310,#tecedu2019
[26] #tecedu2019,#southedm310
[18] virtual,reality
[11] digital,badges
[11] marybell_udem,agree
[10] technology,classroom

Top Word Pairs in Tweet in G6:
[32] #esl,#ell
[31] #ell,#tesol
[30] #tefl,#newcomers
[30] #newcomers,#ellchat
[29] #ellchat,#ellchat_bkclub
[29] #tesol,#esol
[29] #esol,#tefl
[27] #ellchat_bkclub,#newcomer
[27] #newcomer,#bilingual
[27] #bilingual,#retweet

Top Word Pairs in Tweet in G7:
[42] public,education
[38] parent,grandparent
[38] grandparent,ally
[38] ally,stop
[38] stop,ford
[38] ford,cuts
[38] cuts,public
[38] education,check
[38] check,learn
[38] learn,more

Top Word Pairs in Tweet in G8:
[14] #educhat,#edtech
[13] #christmas2019,#holidaysarecoming
[12] #holidaysarecoming,#gbl
[11] chance,work
[11] work,microsoftuk
[11] microsoftuk,microsoftteams
[11] microsoftteams,customer
[11] customer,story
[11] story,newcastle
[11] newcastle,university

Top Word Pairs in Tweet in G9:
[84] #edchat,#educhat
[23] supermanduffy,shares
[16] #educhat,learncanola
[16] fresh,ideas
[15] students,write
[12] end,#nanowrimo
[12] students,read
[10] keep,students
[10] #nanowrimo,#edchat
[10] learncanola,#edchat

Top Word Pairs in Tweet in G10:
[23] well,done
[23] made,school
[23] week,awards
[18] tweet,week
[16] school,made
[14] school,tweets
[14] tweets,week
[14] trueeducation_p,well
[9] schools,tweet
[9] week,winners

Top Replied-To
Top Replied-To in Entire Graph:
@marybell_udem
@gaston_teach
@miss_sks1
@smilesinlife
@busbyclassroom
@hoperus68627539
@christinephan20
@kennedykreese1
@benefield06
@madison_slade5

Top Replied-To in G1:
@buncee
@beckylgreen2
@luckykatworld
@mrsmonty5thgrd
@gondiaz
@joinbubble

Top Replied-To in G3:
@doecorruption
@uft
@nysut
@rweingarten
@nycschoois

Top Replied-To in G4:
@weedeeblue
@kruu_justin
@gregsederberg
@friedenglish101

Top Replied-To in G5:
@marybell_udem
@gaston_teach
@miss_sks1
@busbyclassroom
@hoperus68627539
@christinephan20
@benefield06
@kennedykreese1
@madison_slade5
@gates_teach

Top Replied-To in G6:
@msqirjaqi
@npr
@mx_tejada

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@aftunion
@sharemylesson
@aftteach
@gaston_teach
@supermanduffy
@nycschoois
@losendan
@etfoeducators
@marybell_udem

Top Mentioned in G1:
@rdene915
@mrsmonty5thgrd
@getting_smart
@buncee
@mesa_2018
@parentsquare
@mbfxc
@teachersjourney
@support_a_teach
@tptdotcom

Top Mentioned in G2:
@ryangiffen
@schoolstickers
@michaelgteach
@app_sophia
@jooly19
@collegeip
@msarora23
@chrisvperry

Top Mentioned in G3:
@aftunion
@aftteach
@sharemylesson
@nycschoois
@losendan
@newshourextra
@sobronxschool
@kellycbooz
@uft
@emileehobrien

Top Mentioned in G4:
@mcmahel
@kruu_justin
@friedenglish101
@samlong713
@alycia_owen
@maestraolivia
@sharemylesson
@edpridealliance
@ilenewinokur
@sheathescholar

Top Mentioned in G5:
@gaston_teach
@marybell_udem
@kennedykreese1
@barbara_udem
@madison_slade5
@analucia_udem
@busbyclassroom
@semiller611

Top Mentioned in G6:
@siopmodel
@tanellclassroom
@ncte
@sdlback
@prowritingaid
@mosswa
@dorina_believe
@grammargirl
@hillcrest_58
@youtube

Top Mentioned in G7:
@etfoeducators
@canteachersfed
@joelwestheimer
@denisenhammond
@nancygrew
@rdene915
@cptbookings

Top Mentioned in G8:
@quizmajig
@nyedservices
@microsoftuk
@microsoftteams
@aliclarkwilson
@jamesewoods
@sonnymagana
@rdene915
@educateldn
@idesignitptyltd

Top Mentioned in G9:
@supermanduffy
@learncanola
@tcea
@edutopia
@weareteachers
@scholasticteach
@mglearn
@alertustech
@woodard_julie
@lgracey

Top Mentioned in G10:
@trueeducation_p
@brookfieldsm3
@ccjacademy
@acrehall
@pfieldprimary
@royalhighbath
@thebodycoach
@reydonprimary
@mu_
@ravenbankschool

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@sectest9
@edinburghwatch
@edgametec
@bluebirdtrini
@iam__network
@allofmcr
@thebayzdonyae
@myloc_tracker
@nytimes

Top Tweeters in G1:
@stressfreekids
@iamdrwill
@flipgrid
@31i55a
@educationweek
@lowellroemer
@rdene915
@summerbreezeus
@html_css_bot
@shannonmmiller

Top Tweeters in G2:
@iam__network
@iconohash
@grjenkin
@ittechbuz
@_iblobl
@jobinindia
@kiddotco
@kidd78
@senseigab
@indritvucaj

Top Tweeters in G3:
@edgametec
@bluebirdtrini
@thebayzdonyae
@hackneywick
@staythecourse7
@wdrbnews
@rweingarten
@bozchron
@isafeyet
@lezleecog

Top Tweeters in G4:
@mcmahel
@bethhill2829
@andisuraja
@weedeeblue
@lrobbteacher
@seburnt
@nowakro
@raspberryberet3
@2014ortoy
@nadinethornhill

Top Tweeters in G5:
@gaston_teach
@marybellr
@marybell_udem
@xander_tanner
@anasofiavv98
@aleudem
@analucia_udem
@reginafragoso1
@barbara_udem
@marielleduc

Top Tweeters in G6:
@washingtonpost
@bar_zie
@hlthiskrieger
@mssackstein
@npr
@ncte
@joykirr
@stuartaken
@emilyfranesl
@cathiedunn

Top Tweeters in G7:
@meeksvs
@dr_weston_phd
@lindahaslett
@coryjudson
@etfopresident
@cptbookings
@jdeq
@etfoeducators
@scottsearle
@mmegalea

Top Tweeters in G8:
@scalarhumanity
@worrelpa
@paulsolarz
@paulstorms
@seriousgames123
@jillbromen
@yallsop
@schoolsportsapp
@microsoftuk
@garethmc

Top Tweeters in G9:
@riyadhalrifai
@garrettaddison
@writingrobot
@edutopia
@theciroth
@weareteachers
@scholasticteach
@mglearn
@woodard_julie
@lispylibrarian

Top Tweeters in G10:
@tesco
@thebodycoach
@mancitycouncil
@suttoncouncil
@bathnes
@derbyshirecc
@leoacademies
@schamberlainceo
@warringtonbc
@wirralcouncil