educhat, Twitter, 1/31/2022 2:28:54 PM, 271020


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educhat_2022-01-31_03-01-35.xlsx
educhat_2022-01-31_03-01-35.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 31, 2022
Short Description:
educhat via NodeXL https://bit.ly/3rojNgJ
@education_24x7
@rdene915
@mrswraithmell
@superteamup
@mindfuldesserts
@thriveinedu
@this0499154500
@letsquitteachin
@headteacherchat
@markj_ohnson

Top hashtags:
#educhat
#education
#edchat
#edtech
#edutwitter
#k12
#sel

Description:
Description
The graph represents a network of 1,478 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, 31 January 2022 at 11:07 UTC.

The requested start date was Monday, 31 January 2022 at 01:01 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 13-day, 23-hour, 33-minute period from Monday, 17 January 2022 at 01:19 UTC to Monday, 31 January 2022 at 00:53 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 : 1478
Unique Edges : 1064
Edges With Duplicates : 3488
Total Edges : 4552
Number of Edge Types : 5
Retweet : 1236
MentionsInRetweet : 1661
Mentions : 926
Replies to : 65
Tweet : 664
Self-Loops : 741
Reciprocated Vertex Pair Ratio : 0.0595375722543353
Reciprocated Edge Ratio : 0.112384069830878
Connected Components : 253
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 719
Maximum Edges in a Connected Component : 2995
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.52778
Graph Density : 0.000839667870816663
Modularity : 0.386618
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,478 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, 31 January 2022 at 11:07 UTC.

The requested start date was Monday, 31 January 2022 at 01:01 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 13-day, 23-hour, 33-minute period from Monday, 17 January 2022 at 01:19 UTC to Monday, 31 January 2022 at 00:53 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:
[58] https://www.rdene915.com/
[56] 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
[32] http://simulasidigital-muchamadekisa.blogspot.com
[25] http://web-muchamadekisa.blogspot.com/?m=1
[24] https://anchor.fm/rdene915
[21] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[21] https://www.quiziniere.com/
[19] http://www.thequeermathematicsteacher.com/visions/
[18] https://www.amazon.com/dp/1953852033/ref=sr_1_5?crid=1FIGGPW0ZWU66&dchild=1&keywords=rachelle+dene+poth&qid=1606592623&sprefix=rachelle+dene+p,stripbooks,167&sr=8-5
[17] https://youtu.be/ct95Ftu_nHw

Top URLs in Tweet in G1:
[58] https://www.rdene915.com/
[56] 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
[24] https://anchor.fm/rdene915
[21] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[18] https://www.amazon.com/dp/1953852033/ref=sr_1_5?crid=1FIGGPW0ZWU66&dchild=1&keywords=rachelle+dene+poth&qid=1606592623&sprefix=rachelle+dene+p,stripbooks,167&sr=8-5
[16] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[12] https://spacesedu.com/en/blog/#blog-posts
[12] https://www.instagram.com/accounts/login/
[11] https://www.gettingsmart.com/author/rachelle/
[10] https://k12prospects.com/LP/K12-Marketing-Guide-Create-a-Confirmation-Email/K12-Marketing-Guide-Create-a-Confirmation-Email.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=k12-marketing-guide-create-a-confirmation-email&utm_content=textlink

Top URLs in Tweet in G2:
[9] https://www.teacherspayteachers.com:443/Sellers-Im-Following/Add/Teachheath
[2] https://thebrilliantclub.org/brilliant-tutoring/for-schools/schools-enquiry/?utm_source=Twitter&utm_medium=Social+Media&utm_campaign=BrilliantTutoringProgramme
[2] https://resources.educationcity.com/?_ga=2.153835384.179973103.1635499380-1737978920.1635499380
[2] https://www.teacherspayteachers.com/Product/The-History-of-Black-History-Month-Slideshow-Great-for-Assemblies-Gr-2-6-7682728
[1] https://www.nordiclearningplatform.com/
[1] https://mycpdgroup.com/standards/
[1] https://twitter.com/Mamandaharrison/status/1482721426511740935
[1] https://www.sendoutcards.com/Travislape/send
[1] https://twinybots.ch/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270208

Top URLs in Tweet in G3:
[4] https://www.lighthousedata.org/
[3] https://www.bbc.co.uk/news/education-60126783
[3] https://yesfutures.activehosted.com/f/3
[3] https://www.yesfutures.org/find-out-more-ff
[3] https://daisi.education/annualdatapackage-primary/
[2] https://www.letslocalise.co.uk/pap-campaign-details?pledgeCampaignId=10940
[2] https://www.yesfutures.org/school-programmes
[2] https://www.yesfutures.org/post/yes-futures-students-go-into-the-wild
[2] https://www.yesfutures.org/our-impact-the-facts
[2] https://daisi.education/qla-baseline/

Top URLs in Tweet in G4:
[1] https://twitter.com/mrswraithmell/status/1481264123874791426
[1] https://twitter.com/womenedeastern/status/1484058111358877696
[1] https://www.coachforschoolimprovement.co.uk/skills-for-the-4th-revolution-what-does-that-really-look-like/
[1] https://www.thinglink.com/scene/1409559357732945923
[1] https://twitter.com/MrTrentham/status/1485415022453051392
[1] https://docs.google.com/forms/d/e/1FAIpQLScg7bLsqAlHaYpqbP_wSXKuHb8DG1MIr5zFMFEXfmbPSV4uXw/viewform?usp=send_form
[1] https://twitter.com/OLewis_coaching/status/1479383898895183872
[1] https://edtechdemo.ucst.uk/news-views/case-studies/artmid/885/articleid/12/blended-learning-upskilling-staff-and-adapting-our-school-infrastructure

Top URLs in Tweet in G5:
[4] https://letsquitteaching.com/stop-chasing-student-engagement-theres-a-better-way/
[2] https://letsquitteaching.com/our-job-is-not-to-be-teachers-but-learning-engineers/

Top URLs in Tweet in G6:
[4] https://sharemylesson.com/collections/hispanic-heritage-month-activities-and-resources
[4] https://sharemylesson.com/todays-news-tomorrows-lesson/three-ways-teach-about-insurrection-us-capitol
[4] https://sharemylesson.com/teaching-resource/bend-and-breathe-yoga-and-pranayama-practices-thriving-329380
[2] https://sharemylesson.com/blog/salt-4-simple-steps-meditation
[2] https://sharemylesson.com/teaching-resource/keynote-secretary-education-miguel-cardona
[1] https://sharemylesson.com/
[1] https://sharemylesson.com/teaching-resource/tips-and-tricks-saving-time-share-my-lesson-400096
[1] https://www.apa.org/education-career/k12/covid-19/building-student-resilience
[1] https://sharemylesson.com/teaching-resource/mental-wellness-teens-my-life-worth-living-amies-story-episode-1-4-400390
[1] https://sharemylesson.com/blog/navigating-unprecedented-historical-events

Top URLs in Tweet in G7:
[15] https://youtu.be/ct95Ftu_nHw
[14] https://us02web.zoom.us/meeting/register/tZYkceihqTsrHtTCLf_6eGHxlL2LZeLN0VGc
[1] https://www.canva.com/learn/canva-book-creator-partnership/

Top URLs in Tweet in G8:
[20] https://www.quiziniere.com/
[11] https://www.narakeet.com/
[4] https://micetf.fr/frise/

Top URLs in Tweet in G9:
[1] https://lookingformarigolds.wordpress.com/2017/12/29/a-letter-to-those-considering-becoming-an-administrator/
[1] https://twitter.com/DoEcorruption/status/1485432859963924484
[1] https://twitter.com/VNixon1988/status/1483801210599714822
[1] https://twitter.com/WeAreTeachers/status/1483408404051902473
[1] https://www.mentalhealth.org.uk/statistics/mental-health-statistics-children-and-young-people

Top URLs in Tweet in G10:
[2] https://www.scoop.it/topic/information-and-digital-literacy-and-education-via-the-digital-path/p/4129650675/2022/01/22/does-digital-education-research-have-an-integrity-problem
[1] https://open.spotify.com/episode/5UFdMa4Mnggz4XmcpDecAj?si=D58K6FQqQOCdjOryowgvJw
[1] https://twitter.com/tricia_fried/status/1485453302749810688
[1] https://us06web.zoom.us/meeting/register/tZMsfuuqrTMjG9KwDuRsg5WZX9VITZqmqc1O
[1] https://twitter.com/tricia_fried/status/1483114072270802946
[1] https://anchor.fm/thecomingoutmonologues/episodes/Episode-4-TCOM-Anonymous-e1d25qp
[1] https://www.scoop.it/topic/information-and-digital-literacy-and-education-via-the-digital-path/p/4129736947/2022/01/26/collaborative-interactive-project-management-tools-a-visual-way-to-identify-and-progress-tasks
[1] https://www.scoop.it/topic/box-of-delight/p/4129651684/2022/01/22/decolonising-the-curriculum-the-importance-of-teacher-training-and-development-runnymede-trust

Top Domains
Top Domains in Tweet in Entire Graph:
[98] amazon.com
[92] k12prospects.com
[79] twitter.com
[74] co.uk
[65] blogspot.com
[62] rdene915.com
[56] youtube.com
[43] gettingsmart.com
[38] google.com
[38] anchor.fm

Top Domains in Tweet in G1:
[95] amazon.com
[92] k12prospects.com
[61] rdene915.com
[43] gettingsmart.com
[27] google.com
[24] anchor.fm
[16] formative.com
[14] spacesedu.com
[12] instagram.com
[9] definedstem.com

Top Domains in Tweet in G2:
[17] teacherspayteachers.com
[16] twitter.com
[7] educationcity.com
[3] co.uk
[3] ow.ly
[2] class1to12.com
[2] thebrilliantclub.org
[2] medium.com
[2] apple.com
[2] harvard.edu

Top Domains in Tweet in G3:
[13] co.uk
[11] yesfutures.org
[7] daisi.education
[5] lighthousedata.org
[3] twitter.com
[3] activehosted.com
[3] youtube.com
[2] tes.com
[2] mailchi.mp
[2] sparx-learning.com

Top Domains in Tweet in G4:
[4] twitter.com
[1] co.uk
[1] thinglink.com
[1] google.com
[1] ucst.uk

Top Domains in Tweet in G5:
[6] letsquitteaching.com

Top Domains in Tweet in G6:
[23] sharemylesson.com
[1] apa.org
[1] aft.org
[1] twitter.com

Top Domains in Tweet in G7:
[15] youtu.be
[14] zoom.us
[1] canva.com

Top Domains in Tweet in G8:
[20] quiziniere.com
[11] narakeet.com
[4] micetf.fr

Top Domains in Tweet in G9:
[3] twitter.com
[1] wordpress.com
[1] org.uk

Top Domains in Tweet in G10:
[4] scoop.it
[2] twitter.com
[1] spotify.com
[1] zoom.us
[1] anchor.fm

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1279] educhat
[595] education
[288] edchat
[287] edtech
[248] edutwitter
[230] k12
[219] sel
[143] teachertwitter
[127] teachers
[118] teaching



Top Hashtags in Tweet in G1:
[426] educhat
[337] education
[217] edtech
[198] sel
[194] k12
[77] edchat
[66] stem
[60] ai
[60] podcastedu
[58] teaching

Top Hashtags in Tweet in G2:
[155] educhat
[52] edutwitter
[37] education
[35] edchat
[25] teachertwitter
[14] teachers
[9] satchat
[9] edtech
[9] k12
[9] nt2t

Top Hashtags in Tweet in G3:
[76] educhat
[42] education
[37] edutwitter
[21] teachertwitter
[18] edchat
[14] school
[13] covid
[13] schools
[11] edxamine
[11] awesome

Top Hashtags in Tweet in G4:
[19] educhat
[7] edutwitter
[5] education
[5] edtechdemonstrators
[4] share
[4] tweet
[4] tag
[4] edbooks
[3] innovation
[3] creativity

Top Hashtags in Tweet in G5:
[29] teaching
[24] educhat
[23] edchat
[4] learning
[2] education
[2] teachertraining
[2] teachergoals
[2] kidsdeserveit
[1] edleadership
[1] educoach

Top Hashtags in Tweet in G6:
[27] educhat
[23] edchat
[21] covid19
[19] distancelearning
[18] edutwitter
[13] k12
[13] teachers
[12] teacherfriends
[12] sel
[7] readingopenstheworld

Top Hashtags in Tweet in G7:
[15] educhat
[12] edchat
[10] googleei
[10] miee
[10] geg
[10] mieexpert
[10] globalgeg
[10] iste
[10] tcea
[10] fetc

Top Hashtags in Tweet in G8:
[40] quizinière
[35] outildumercredi
[3] edchat
[3] edtech
[3] edutech
[3] education
[3] educhat
[3] teacher
[3] profs
[3] edapp

Top Hashtags in Tweet in G9:
[14] educhat
[6] edtech
[3] edchat
[3] children
[2] scientist
[2] teachertwitter
[2] k12
[2] youngpeople
[1] courage
[1] motivation

Top Hashtags in Tweet in G10:
[5] thecomingoutmonologuespodcast
[5] educhat
[4] queer_educhat
[3] ukedchat
[1] inteloc
[1] intled
[1] intledu
[1] intedu
[1] thirdculturekid
[1] intleloc

Top Words
Top Words in Tweet in Entire Graph:
[1279] #educhat
[595] #education
[288] #edchat
[287] #edtech
[277] rdene915
[248] #edutwitter
[234] more
[230] #k12
[219] #sel
[185] students

Top Words in Tweet in G1:
[426] #educhat
[337] #education
[275] rdene915
[217] #edtech
[198] #sel
[194] #k12
[153] thriveinedu
[105] k12prospects
[104] book
[92] stories

Top Words in Tweet in G2:
[155] #educhat
[52] #edutwitter
[37] #education
[35] #edchat
[26] more
[25] #teachertwitter
[20] students
[20] download
[18] math
[17] learning

Top Words in Tweet in G3:
[76] #educhat
[42] #education
[37] #edutwitter
[21] #teachertwitter
[18] #edchat
[15] school
[15] march
[14] schools
[14] letslocalise
[14] government

Top Words in Tweet in G4:
[19] #educhat
[10] peer
[8] need
[8] help
[7] looking
[7] #edutwitter
[6] feel
[5] #education
[5] appleedu
[5] today

Top Words in Tweet in G5:
[44] students
[33] more
[30] work
[29] learning
[29] #teaching
[27] valentinaesl
[27] less
[27] state
[27] standards
[27] standing

Top Words in Tweet in G6:
[27] #educhat
[24] sharemylesson
[23] #edchat
[23] aftunion
[21] #covid19
[20] aftteach
[19] #distancelearning
[19] 2021
[18] #edutwitter
[18] #1

Top Words in Tweet in G7:
[59] canva
[33] anything
[32] co
[23] educatoralex
[18] using
[17] spark
[17] creativity
[17] sat
[17] jan
[17] 29

Top Words in Tweet in G8:
[40] #quizinière
[35] #outildumercredi
[35] découvrez
[35] co
[32] etwinningfrance
[22] narakeet
[20] 4dzeee3qmi
[20] développé
[20] par
[20] reseau_canope

Top Words in Tweet in G9:
[14] #educhat
[6] #edtech
[6] steelethoughts
[6] becoming
[5] helps
[5] open
[5] letter
[5] those
[5] considering
[5] administrator

Top Words in Tweet in G10:
[24] join
[24] aieloc
[24] team
[24] chat
[24] sunday
[24] january
[24] 30
[24] 8am
[24] ny
[24] 1pm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[226] #education,#educhat
[141] #edchat,#educhat
[83] #sel,#edtech
[83] #educhat,#k12
[76] #edutwitter,#educhat
[63] educator,stories
[63] #educhat,#edutwitter
[59] #educhat,#education
[46] #educhat,#teachertwitter
[45] #teachertwitter,#educhat

Top Word Pairs in Tweet in G1:
[167] #education,#educhat
[83] #sel,#edtech
[79] #educhat,#k12
[63] educator,stories
[56] #edchat,#educhat
[38] #educhat,#stem
[38] #education,#sel
[37] things,wish
[37] wish,knew
[37] many,ideas

Top Word Pairs in Tweet in G2:
[21] #edutwitter,#educhat
[14] #edchat,#educhat
[11] #teachertwitter,#educhat
[11] #education,#educhat
[9] #edutwitter,#education
[8] #educhat,#education
[8] download,#satchat
[7] #tlap,#educhat
[7] #educhat,#edutwitter
[7] #satchat,#satchateu

Top Word Pairs in Tweet in G3:
[15] #edutwitter,#educhat
[13] #education,#edchat
[12] great,news
[11] hey,educationalists
[11] educationalists,great
[11] news,#covid
[11] #covid,ending
[11] ending,thanks
[11] thanks,#awesome
[11] #awesome,government

Top Word Pairs in Tweet in G4:
[5] still,need
[5] need,convincing
[5] convincing,#edtechdemonstrators
[5] #edtechdemonstrators,help
[5] help,discover
[5] discover,fantastic
[5] fantastic,peer
[5] peer,peer
[5] peer,support
[5] support,team

Top Word Pairs in Tweet in G5:
[27] work,less
[27] less,state
[27] state,standards
[27] standards,more
[27] more,students
[27] students,standing
[27] standing,front
[27] front,#teaching
[26] valentinaesl,work
[26] #teaching,#teac

Top Word Pairs in Tweet in G6:
[22] #edchat,#educhat
[18] aftunion,aftteach
[15] #educhat,#edutwitter
[12] #covid19,#k12
[12] #edutwitter,#teacherfriends
[12] #distancelearning,#teachers
[12] #teachers,#covid19
[11] #teacherfriends,#distancelearning
[10] #sel,aftunion
[9] sharemylesson,#1

Top Word Pairs in Tweet in G7:
[32] anything,canva
[17] canva,spark
[17] spark,creativity
[17] creativity,using
[17] using,canva
[17] canva,sat
[17] sat,jan
[17] jan,29
[17] 29,11a
[17] 11a,12p

Top Word Pairs in Tweet in G8:
[35] #outildumercredi,découvrez
[32] etwinningfrance,#outildumercredi
[20] découvrez,#quizinière
[20] #quizinière,co
[20] co,4dzeee3qmi
[20] 4dzeee3qmi,#quizinière
[20] #quizinière,développé
[20] développé,par
[20] par,reseau_canope
[19] reseau_canope,pe

Top Word Pairs in Tweet in G9:
[5] open,letter
[5] letter,those
[5] those,considering
[5] considering,becoming
[5] becoming,administrator
[5] administrator,version
[5] version,reality
[5] reality,#edtech
[5] #edtech,steelethoughts
[4] mrsramireza,open

Top Word Pairs in Tweet in G10:
[24] join,aieloc
[24] aieloc,team
[24] team,chat
[24] chat,sunday
[24] sunday,january
[24] january,30
[24] 30,8am
[24] 8am,ny
[24] ny,1pm
[24] 1pm,accra

Top Replied-To
Top Replied-To in Entire Graph:
@teacher2teacher
@elmagazine
@ace_cshelton
@troyheff
@inc
@asaecenter
@johncosgrove405
@teachbucks
@beth_tastic
@mrwithersaht

Top Replied-To in G1:
@inc
@mckinseydigital
@edcommission
@fastcompany
@educationweek
@tedtalks
@asaecenter
@heymrsbond
@montesyrie
@nfarob

Top Replied-To in G3:
@geoffedinspire
@mrsvikkitoria
@educationgovuk
@letslocalise
@toriaclaire

Top Replied-To in G4:
@microsoftedu
@bett_show

Top Replied-To in G5:
@teacher2teacher
@elmagazine
@tcea
@curriculumblog
@petermdewitt
@ascd
@mgeoghegan22

Top Replied-To in G6:
@rsrch4schls

Top Replied-To in G7:
@pernilleripp
@larimah

Top Replied-To in G9:
@kassielamro
@vnixon1988
@steelethoughts
@mrs_twedt
@sciressoehl
@teacher2teacher
@thisischandruu
@uft_under_siege

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@k12prospects
@thriveinedu
@edumatchbooks
@getting_smart
@buncee
@etwinningfrance
@mjmcalliwrites
@eyeearlyed
@valentinaesl

Top Mentioned in G1:
@rdene915
@k12prospects
@thriveinedu
@edumatchbooks
@getting_smart
@buncee
@mjmcalliwrites
@goformative
@spaces_edu
@speakportuguesa

Top Mentioned in G2:
@teachheath
@inspiradora_la
@mamandaharrison
@schoolip
@uwleducation
@anoneducator1

Top Mentioned in G3:
@chrisdysonht
@edxamine
@letslocalise
@headteacherchat
@ofstednews
@educationgovuk
@baronessuddin
@tes
@headsroundtable
@build_vantage

Top Mentioned in G4:
@appleedu
@womened
@edtechdemo
@mseducationuk
@womenedeastern
@s_donarski
@wellingtonuk
@mrswraithmell
@microsoftedu
@googleforedu

Top Mentioned in G5:
@valentinaesl
@letsquitteachin
@dfishersdsu
@nancyfrey
@petermdewitt
@teacher2teacher
@donald_gately
@jaleelrhoward
@tyronechoward
@ascd

Top Mentioned in G6:
@aftunion
@sharemylesson
@aftteach
@neatoday
@rsrch4schls
@uscapitol
@anthemawards
@apa
@newshourextra

Top Mentioned in G7:
@educatoralex
@canva
@ladylanguage411
@pennykittle
@bookcreatorapp
@elachat_us
@rdene915
@danautanu

Top Mentioned in G8:
@etwinningfrance
@reseau_canope
@narakeet
@micetf

Top Mentioned in G9:
@steelethoughts
@mrsramireza
@nycschools
@emshuskies
@aisdscience
@merrickems
@vernierst
@superteamup
@thelopezeffect

Top Mentioned in G10:
@danautanu
@scoopit
@kristinapennell
@elizabethecharl
@kanakosuwa
@tricia_fried

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@xaelbot
@codedailybot
@cybersecurityn8
@artificialbra1n
@jfsebastian146
@coderretweet
@guardian
@birdwriter7
@margymayell

Top Tweeters in G1:
@artificialbra1n
@calcaware
@education_24x7
@spaceageoracle
@inc
@fastcompany
@iamdrwill
@stem_nastics
@indieangles
@gosquad22

Top Tweeters in G2:
@corruptnsw
@mssalvac
@ann177345
@pioneerboston
@toups_j
@nurseryworld
@travislape
@artsintedu
@janine_sawtell
@brilliantclub

Top Tweeters in G3:
@guardian
@raesnape
@chrisdysonht
@teachertoolkit
@paulgarvey4
@edchateu
@tes
@alicebellamy
@birthdaymates
@coolcatteacher

Top Tweeters in G4:
@flipgrid
@ukedchat
@womened
@ictevangelist
@socialdesigncr1
@seesaw
@caribcookschool
@microsoftedu
@classdojo
@kahoot

Top Tweeters in G5:
@teacher2teacher
@curriculumblog
@ascd
@mgeoghegan22
@andreahonigsfel
@donald_gately
@lead4education
@petermdewitt
@valentinaesl
@tcea

Top Tweeters in G6:
@rweingarten
@aftunion
@distancelrnbot
@homecurriculum
@sharemylesson
@neatoday
@digitalpromise
@newshourextra
@aftteach
@apa

Top Tweeters in G7:
@canva
@walterdgreason
@sarahdateechur
@pernilleripp
@tarafarah7
@emilyfranesl
@larimah
@disdsubs
@ilenewinokur
@disd_libraries

Top Tweeters in G8:
@lorenclzo
@reseau_canope
@jpchouard
@lhgbesancon
@lctitia
@etwinningfrance
@bertho_erwan
@lebret16
@etwterp
@canope_14

Top Tweeters in G9:
@bethhill2829
@edtech_k12
@whiteeducator
@steelethoughts
@rwd01
@nycschools
@alexstubenbort
@kassielamro
@thelopezeffect
@vernierst

Top Tweeters in G10:
@margymaclibrary
@edifiedlistener
@berghahnanthro
@berghahnbooks
@tricia_fried
@globalkdsl
@nancyinlux1
@scoopit
@elizabethecharl
@kanakosuwa