educhat, Twitter, 5/19/2020 4:56:16 AM, 226891


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educhat_2020-05-18_02-28-58.xlsx
educhat_2020-05-18_02-28-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 19, 2020
Short Description:
educhat via NodeXL https://bit.ly/369qhDO
@yallsop
@innovatemyschl
@katypotts
@diadicthrive
@bangarangbooks
@edroundtables
@rdene915
@jc_james_clark
@mrsmonty5thgrd
@shamtchk

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

Description:
Description
The graph represents a network of 2,268 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, 18 May 2020 at 09:29 UTC.

The requested start date was Monday, 18 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 9-hour, 27-minute period from Monday, 04 May 2020 at 00:04 UTC to Sunday, 17 May 2020 at 09:31 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 : 2268
Unique Edges : 1758
Edges With Duplicates : 4503
Total Edges : 6261
Number of Edge Types : 5
MentionsInRetweet : 2564
Mentions : 952
Retweet : 1668
Tweet : 990
Replies to : 87
Self-Loops : 1035
Reciprocated Vertex Pair Ratio : 0.0628158844765343
Reciprocated Edge Ratio : 0.11820652173913
Connected Components : 415
Single-Vertex Connected Components : 189
Maximum Vertices in a Connected Component : 992
Maximum Edges in a Connected Component : 3610
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 8.83536
Graph Density : 0.000572589309539758
Modularity : 0.457803
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 2,268 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, 18 May 2020 at 09:29 UTC.

The requested start date was Monday, 18 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 9-hour, 27-minute period from Monday, 04 May 2020 at 00:04 UTC to Sunday, 17 May 2020 at 09:31 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:
[40] https://www.planmyschooltrip.co.uk/win-free-trips.php
[27] https://www.rdene915.com/
[24] https://www.reach2teach.net/
[13] https://www.usnews.com/education/best-colleges/articles/what-to-know-about-deferred-college-admission
[13] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[12] https://www.fetc.org/register
[12] https://teacheverywhere.org/zoom-meetings/rachelledene/
[12] https://s7.goeshow.com/ascd/empower/2021/abstract_submission1.cfm
[11] 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
[11] https://www.youtube.com/watch?v=47Ww7_YKQ9U&feature=youtu.be


Top URLs in Tweet in G1:
[3] https://schoolreportwriter.com/
[2] https://sophia.app/sophia-tutors.html
[2] https://www.teacherspayteachers.com/Product/Structure-of-an-Atom-Isotopes-Google-Classroom-Distance-Learning-5530175
[2] https://atmc.zoom.us/webinar/register/WN_rujL6bh1QyK26LXz5Z8B8A
[2] https://www.seriousteachers.com/
[2] http://ow.ly/ckG050zChxO
[2] https://www.boredpanda.com/people-share-school-stories-that-radicalized-them/?media_id=2222028
[1] https://twitter.com/edutopia/status/1257101639674191876
[1] https://twitter.com/APADivision15/status/1255528972764487680
[1] https://www.informedteaching.com/

Top URLs in Tweet in G2:
[22] https://www.rdene915.com/
[13] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[12] https://s7.goeshow.com/ascd/empower/2021/abstract_submission1.cfm
[10] https://www.youtube.com/watch?v=47Ww7_YKQ9U&feature=youtu.be

[10] https://www.fetc.org/register
[10] https://teacheverywhere.org/zoom-meetings/rachelledene/
[8] 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
[6] https://forms.gle/SkfipDjXfs8QPkedA
[6] https://anchor.fm/rdene915
[6] https://learningrevolution.com/main/authorization/signIn?target=https%3A%2F%2Flearningrevolution.com%2Fpage%2Fgmt-4

Top URLs in Tweet in G3:
[1] https://www.tes.com/teaching-resource/remote-learning-medium-term-plan-12310782
[1] https://metacognition.org.uk/planning

Top URLs in Tweet in G4:
[4] https://twitter.com/VictoriaTheTech/status/1260723500152754177
[4] https://twitter.com/VictoriaTheTech/status/1260721490531463168
[4] https://twitter.com/VictoriaTheTech/status/1260726520315817984
[3] https://twitter.com/victoriathetech/status/1260611093660962816
[3] https://sites.google.com/view/queereduchat-archives/home
[3] https://twitter.com/victoriathetech/status/1260729540126535681
[2] https://drive.google.com/file/d/1KzUQmv-CpUFuATHx3WmLaHuAuFLtkypX/view?usp=sharing
[2] https://twitter.com/VictoriaTheTech/status/1260729540126535681
[2] https://twitter.com/victoriathetech/status/1260731553220423680
[2] https://twitter.com/victoriathetech/status/1260723500152754177

Top URLs in Tweet in G5:
[8] https://www.k12prospects.com/?utm_source=twitter&utm_medium=posting-image&utm_campaign=quick-facts&utm_content=textlink
[7] https://belouga.org/mental-health-month
[5] https://www.k12prospects.com/LP/Flowchrt/Flowchart.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=districts-decision-making-flowchart&utm_content=textlink
[5] https://www.k12prospects.com/LP/Selling-to-Schools-3-Companies/K-12-Marketing-Top-Company-Strategies-Revealed.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=k-12-marketing-top-company-strategies-revealed&utm_term=textlink
[5] https://www.rdene915.com/
[4] https://www.k12prospects.com/LP/Opt-In-Email-Strategy-for-K-12-Marketing/How-to-Create-an-Opt-In-Email-Strategy-for-Your-K-12-Marketing.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=opt-In-email-strategy-for-k-12-marketing&utm_content=textlink
[3] https://www.latinoliteracy.com/
[3] https://www.k12prospects.com/instructional-expenditures-per-student/?utm_source=twitter&utm_medium=posting-image&utm_campaign=expenditures-per-student-per-state&utm_content=textlink
[3] https://www.k12prospects.com/LP/5-Tips-to-Boost-K-12-Education-Email/5-Tips-to-Boost-Your-K-12-Education-Email-Marketing-Strategy.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=5-tips-to-boost-k-12-education-email&utm_content=textlink
[3] 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

Top URLs in Tweet in G6:
[4] https://www.youtube.com/watch?v=xjifh2t-COc&feature=youtu.be

[2] http://fieldsofhome.blogspot.com/2020/05/obeying-new-rules-of-road.html
[2] https://learncanola.com/resources/it-takes-a-village/
[2] https://www.weareteachers.com/lego-math/#.XrKz_DSDfHw.twitter
[2] http://www.weareteachers.com/everyday-activities-that-count-as-learning/
[1] https://letsembark.ca/time-capsule?fbclid=IwAR0KaWsGiTAFIr0OXicPjZGBqHYEqTESPBhpyy_vZ7tKEfh9mYZ41rP0FRM
[1] https://www.weareteachers.com/shakespeare-videos/
[1] https://www.edutopia.org/article/fostering-strong-community-virtual-classroom
[1] https://www.weareteachers.com/resources-learning-home/?utm_source=WAT&utm_medium=SiteTicker&utm_campaign=LearningatHome&utm_content=1588185437
[1] https://www.edutopia.org/article/4-ways-use-mentor-texts-during-pandemic

Top URLs in Tweet in G7:
[3] https://issuu.com/alya-alyathepathmaker/docs/issue_1__1_
[1] https://www.youtube.com/watch?v=zexU7p4ZBKA&feature=youtu.be

[1] https://cxoherald.com/top-ten-elearning-statistics/

Top URLs in Tweet in G8:
[4] http://www.innovatemyschool.com/ideas/5-historical-educationalists-for-your-motivation
[3] http://www.innovatemyschool.com/ideas/confident-readers-in-our-digital-age
[3] http://www.innovatemyschool.com/ideas/revolutionaries-you-need-to-know
[2] http://www.innovatemyschool.com/ideas/bringing-creativity-and-focused-practice-into-the-home-learning-environment
[2] https://twitter.com/ukedchat/status/1256095012389113856
[1] https://www.youtube.com/watch?v=YT5LD-Rnh5M

[1] http://www.innovatemyschool.com/ideas/staying-sane-as-a-teacher-in-a-pandemic
[1] http://www.innovatemyschool.com/ideas/hello-world
[1] http://www.innovatemyschool.com/ideas/gcses-in-lockdown
[1] http://www.innovatemyschool.com/ideas/teacher-bashing-has-got-to-stop

Top URLs in Tweet in G9:
[24] https://www.reach2teach.net/
[1] https://lesliefisher.com/resources/blog/displaying-a-mobile-device
[1] https://www.instagram.com/ipevoinc/
[1] https://www.youtube.com/watch?v=0ZzEx4AmvQg&feature=youtu.be

[1] https://www.youtube.com/watch?v=_r3T9xX3xI8&feature=youtu.be

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

[1] https://www.youtube.com/watch?v=flNRkB_2gaU&feature=youtu.be

[1] https://www.youtube.com/watch?v=DfucptXi5qc&feature=youtu.be

[1] https://www.youtube.com/watch?v=DBg_wscigZM&list=RDDBg_wscigZM&start_radio=1


Top URLs in Tweet in G10:
[3] https://thestemhub.org.uk/index.php/stem-at-home
[3] https://view.flodesk.com/pages/5e9c42e4bb21840026608a39
[2] https://www.ootsuk.com/q/13811/What-is-Mass-of-Jupiter?utm_campaign=daily&utm_medium=twitter&utm_source=Big_Jupiter
[2] https://www.ootsuk.com/q/584/How-was-the-Sun-formed
[2] https://www.stem.org.uk/cpd/470976/teaching-eyfs-science
[2] https://thestemhub.org.uk/index.php/stem-at-home/structures
[2] https://stem.org.uk/rx003
[2] https://www.stem.org.uk/cpd/469415/online-subject-enhancement-cpd-teaching-projectile-motion-level
[2] https://www.stem.org.uk/cpd/469413/online-subject-enhancement-cpd-reversible-reactions-and-chemical-equilibria-gcse
[1] https://olabseducation.com/electronic-music-and-beat-production

Top Domains
Top Domains in Tweet in Entire Graph:
[170] twitter.com
[102] youtube.com
[85] co.uk
[41] k12prospects.com
[36] rdene915.com
[28] buncee.com
[28] google.com
[27] amazon.com
[26] org.uk
[24] reach2teach.net

Top Domains in Tweet in G1:
[27] twitter.com
[8] blogspot.com
[7] youtube.com
[6] teacherspayteachers.com
[4] seriousteachers.com
[4] linkedin.com
[3] co.uk
[3] schoolreportwriter.com
[2] tes.com
[2] sophia.app

Top Domains in Tweet in G2:
[35] youtube.com
[30] rdene915.com
[25] buncee.com
[21] amazon.com
[15] twitter.com
[12] goeshow.com
[11] blogspot.com
[10] fetc.org
[10] teacheverywhere.org
[9] parentsquare.com

Top Domains in Tweet in G3:
[1] tes.com
[1] org.uk

Top Domains in Tweet in G4:
[39] twitter.com
[8] google.com
[8] lukerichardsoneducation.com
[2] lukerichardsoncreative.com
[1] youtube.com
[1] glaad.org
[1] allyed.org
[1] buncee.com
[1] claimed.blog

Top Domains in Tweet in G5:
[32] k12prospects.com
[8] belouga.org
[7] youtube.com
[7] gotowebinar.com
[6] rdene915.com
[4] twitter.com
[3] latinoliteracy.com
[3] amazon.com
[2] fetc.org
[2] teacheverywhere.org

Top Domains in Tweet in G6:
[22] weareteachers.com
[9] edutopia.org
[6] kqed.org
[5] youtube.com
[3] learncanola.com
[2] blogspot.com
[1] letsembark.ca
[1] hmhco.com
[1] catlintucker.com
[1] davidgeurin.com

Top Domains in Tweet in G7:
[3] issuu.com
[1] youtube.com
[1] cxoherald.com

Top Domains in Tweet in G8:
[18] innovatemyschool.com
[2] twitter.com
[1] youtube.com

Top Domains in Tweet in G9:
[24] reach2teach.net
[6] youtube.com
[1] lesliefisher.com
[1] instagram.com

Top Domains in Tweet in G10:
[23] org.uk
[9] ootsuk.com
[5] youtube.com
[4] twitter.com
[4] flodesk.com
[1] olabseducation.com
[1] numeracyday.com
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1599] educhat
[524] education
[390] edchat
[357] edutwitter
[225] k12
[220] edtech
[172] remotelearning
[171] queer_educhat
[112] teachers
[91] thriveinedu



Top Hashtags in Tweet in G1:
[256] educhat
[74] edutwitter
[55] education
[34] edchat
[25] edtech
[22] teachers
[16] teacher
[16] teacherlife
[13] teaching
[13] schools

Top Hashtags in Tweet in G2:
[252] educhat
[207] education
[163] k12
[134] edchat
[131] edtech
[90] thriveinedu
[81] remotelearning
[66] sel
[52] ntchat
[51] remoteteaching

Top Hashtags in Tweet in G3:
[5] educhat
[4] edutwitter
[2] remotelearning
[2] cpd
[2] remoteteaching
[1] mathscpdchat
[1] maths
[1] nqt
[1] mathschat
[1] sltchat

Top Hashtags in Tweet in G4:
[168] queer_educhat
[31] educhat
[26] lgbtq
[16] pridemonth
[13] teacherlife
[12] educolor
[12] edutwitter
[11] education
[11] educonnect
[11] teachertwitter

Top Hashtags in Tweet in G5:
[63] educhat
[49] k12
[37] education
[37] edchat
[16] ellchat
[16] edu
[15] ell
[14] ellchat_bkclub
[13] remoteteaching
[13] siop

Top Hashtags in Tweet in G6:
[74] educhat
[59] edchat
[9] edutwitter
[9] iteachmath
[6] iteach
[5] science
[5] distancelearning
[4] literacy
[4] teacherlife
[4] mtbos

Top Hashtags in Tweet in G7:
[37] educhat
[30] statistics
[30] online
[30] onlinelearning
[30] elearning
[30] digitaleducation
[30] career
[30] ai
[9] alyathepathmaker
[9] stayathome

Top Hashtags in Tweet in G8:
[18] educhat
[10] globalbrewedisolation
[9] brewedisolation
[8] homelearninguk
[7] homelearning
[6] aussieed
[5] teaching
[4] education
[3] edu
[3] sltchat

Top Hashtags in Tweet in G9:
[32] educhat
[30] edutwitter
[17] inclusion
[10] behaviour
[10] relationships
[8] edtech
[8] edchat
[6] remotelearning
[6] documentcamera
[6] visualiser

Top Hashtags in Tweet in G10:
[41] educhat
[29] stem
[24] free
[23] asechat
[21] teachers
[20] parents
[19] science
[18] homeschooling
[16] cpd
[15] structures

Top Words
Top Words in Tweet in Entire Graph:
[3044] Words in Sentiment List#1: Positive
[716] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[74389] Non-categorized Words
[78151] Total Words
[1599] #educhat
[523] #education
[388] #edchat
[357] #edutwitter
[290] learning

Top Words in Tweet in G1:
[256] #educhat
[74] #edutwitter
[55] #education
[34] #edchat
[29] day
[28] teachers
[25] #edtech
[25] learning
[23] school
[22] #teachers

Top Words in Tweet in G2:
[252] #educhat
[207] #education
[162] #k12
[133] #edchat
[131] #edtech
[92] rdene915
[90] #thriveinedu
[81] #remotelearning
[66] #sel
[57] great

Top Words in Tweet in G3:
[116] giving
[116] away
[116] free
[116] copy
[116] making
[116] maths
[116] lesson
[116] count
[116] mccreaemma
[116] recommend

Top Words in Tweet in G4:
[168] #queer_educhat
[89] victoriathetech
[39] pm
[39] students
[39] kruu_justin
[37] day
[33] hey
[31] #educhat
[30] join
[26] school

Top Words in Tweet in G5:
[97] siopmodel
[89] join
[86] meet
[64] please
[64] wed
[64] 3pm
[63] #educhat
[58] siop
[54] œðÿ
[49] #k12

Top Words in Tweet in G6:
[92] activities
[74] #educhat
[59] #edchat
[49] learning
[47] school
[46] important
[45] supermanduffy
[43] official
[43] plenty
[43] everyday

Top Words in Tweet in G7:
[37] #educhat
[30] pathmaker
[30] club
[30] magazine
[30] full
[30] fun
[30] elearning
[30] #statistics
[30] knowledge
[30] #online

Top Words in Tweet in G8:
[18] #educhat
[16] innovatemyschl
[10] #globalbrewedisolation
[9] #brewedisolation
[8] #homelearninguk
[8] first
[7] learning
[7] #homelearning
[7] remember
[7] tomorrow

Top Words in Tweet in G9:
[32] #educhat
[30] #edutwitter
[30] behaviour
[24] reach2teach
[24] afit
[24] coursewedo
[17] #inclusion
[16] nasen_org
[14] learn
[13] track

Top Words in Tweet in G10:
[41] #educhat
[32] visit
[29] #stem
[24] #free
[23] #asechat
[22] kentmedwaystem
[21] #teachers
[20] #parents
[19] #science
[18] #homeschooling

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[218] #edchat,#educhat
[140] #edutwitter,#educhat
[138] #education,#educhat
[127] giving,away
[122] making,maths
[117] away,free
[117] free,copy
[117] copy,making
[117] maths,lesson
[117] lesson,count

Top Word Pairs in Tweet in G1:
[31] #edutwitter,#educhat
[19] #edchat,#educhat
[17] #educhat,#edutwitter
[16] #education,#educhat
[9] #educhat,#education
[9] #edtech,#educhat
[7] #teachertwitter,#educhat
[7] #edutwitter,#education
[6] #educhat,#edchat
[6] remote,learning

Top Word Pairs in Tweet in G2:
[55] #edchat,#educhat
[47] #educhat,#edtech
[44] #education,#educhat
[44] #educhat,#k12
[41] #education,#edchat
[33] #education,#k12
[26] #educhat,#education
[24] unconventional,ways
[22] #edchat,#k12
[22] book,unconventional

Top Word Pairs in Tweet in G3:
[116] giving,away
[116] away,free
[116] free,copy
[116] copy,making
[116] making,maths
[116] maths,lesson
[116] lesson,count
[116] count,mccreaemma
[116] mccreaemma,recommend
[116] recommend,highly

Top Word Pairs in Tweet in G4:
[23] #queer_educhat,wednesday
[21] come,join
[19] kruu_justin,come
[17] hey,hey
[17] victoriathetech,hosting
[16] next,#queer_educhat
[16] #lgbtq,#pridemonth
[16] #pridemonth,celebration
[16] celebration,going
[16] going,digital

Top Word Pairs in Tweet in G5:
[64] please,join
[64] join,wed
[60] siopmodel,please
[48] siop,meet
[36] #educhat,#k12
[33] 3pm,continuing
[33] continuing,explore
[33] explore,ways
[33] ways,facilitate
[33] facilitate,distance

Top Word Pairs in Tweet in G6:
[57] #edchat,#educhat
[44] school,activities
[43] official,school
[43] activities,important
[43] important,plenty
[43] plenty,everyday
[43] everyday,activities
[43] activities,count
[43] count,learning
[41] supermanduffy,official

Top Word Pairs in Tweet in G7:
[30] pathmaker,club
[30] club,magazine
[30] magazine,full
[30] elearning,#statistics
[30] #statistics,knowledge
[30] knowledge,#online
[30] #online,#onlinelearning
[30] #onlinelearning,#elearning
[30] #elearning,#educhat
[30] #educhat,#digitaleducation

Top Word Pairs in Tweet in G8:
[7] remember,tomorrow
[7] tomorrow,#globalbrewedisolation
[7] #globalbrewedisolation,first
[7] first,#brewedisolation
[7] #brewedisolation,held
[7] held,end
[7] end,last
[7] last,month
[7] month,utterly
[6] 7th,year

Top Word Pairs in Tweet in G9:
[24] reach2teach,afit
[24] afit,coursewedo
[18] #edutwitter,#educhat
[17] coursewedo,#inclusion
[11] behaviour,leads
[11] leads,exclusion
[11] exclusion,addressed
[11] addressed,earlier
[11] earlier,reach2teach
[11] #educhat,#edutwitter

Top Word Pairs in Tweet in G10:
[21] #educhat,#asechat
[11] book,visit
[10] #online,#cpd
[9] #free,#resources
[9] today's,show
[9] please,visit
[9] #asechat,#teacher
[9] #parents,#teachers
[8] teaching,lower
[7] #teachers,#parents

Top Replied-To
Top Replied-To in Entire Graph:
@victoriathetech
@m7_education
@ascd
@johnleeartstory
@kruu_justin
@codymillerela
@teachmeetpe
@ascdcommunities
@sugatam
@sontrop

Top Replied-To in G2:
@ascd
@johnleeartstory
@ascdcommunities
@buncee
@mariadismondy
@orlandohealth
@drbillziegler
@rdene915

Top Replied-To in G4:
@victoriathetech
@kruu_justin
@codymillerela
@thedebmethod
@jenny_june13

Top Replied-To in G5:
@mvogt45

Top Replied-To in G6:
@googleforedu

Top Replied-To in G8:
@womenedbookclub

Top Replied-To in G9:
@mfordhamhistory
@andrew_adonis

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@mccreaemma
@mrkempsonmaths
@siopmodel
@victoriathetech
@buncee
@mrsmonty5thgrd
@supermanduffy
@kruu_justin
@thriveinedu

Top Mentioned in G1:
@abha4_abha
@thumbsupprog
@enteaching101
@anonymouseduca4
@amazingwizkids

Top Mentioned in G2:
@rdene915
@mrsmonty5thgrd
@buncee
@thriveinedu
@tanellclassroom
@parentsquare
@findyourgrind
@ascd
@joysunbear
@twitch

Top Mentioned in G3:
@mccreaemma
@mrkempsonmaths
@doug_lemov
@pepsmccrea
@metacognitionu
@edubookclub1
@mathsbookclub
@adamgoodridge18

Top Mentioned in G4:
@victoriathetech
@kruu_justin
@friedenglish101
@codymillerela
@lipperth114
@jennthetutor
@buncee
@cissingapore
@mrsmonty5thgrd
@diesolpod

Top Mentioned in G5:
@siopmodel
@rdene915
@jechev
@k12prospects
@buncee
@jmattmiller
@belouga_
@mvogt45
@bcsdtechteam
@yavuzkara74

Top Mentioned in G6:
@supermanduffy
@weareteachers
@knowre
@intomatho
@edutopia
@forwardteachin
@lieslmcconchie
@googleforedu
@learncanola

Top Mentioned in G7:
@indianeclub
@yallsop
@alesanchezr
@alyathepm
@nurfaden18
@issuu
@cxoherald

Top Mentioned in G8:
@innovatemyschl
@mrsalakas
@missfolorunsho
@grahamandre
@mrefinch
@vivienneporritt
@unitedlearning
@huntingenglish
@lamb_heart_tea
@tmhistoryicons

Top Mentioned in G9:
@coursewedo
@nasen_org
@diadicthrive
@wholeschoolsend
@naomi__wilde
@lesliefisher
@sencochat
@sendcosolutions
@sen_advice
@senlegalltd

Top Mentioned in G10:
@kentmedwaystem
@maddiemoate
@gregfoot
@stemambassadors
@imagineersteam
@bemoreootsuk
@eni
@crestawards
@morgansindall
@olabseducation

Top Tweeters
Top Tweeters in Entire Graph:
@aaroncuddeback
@guardian
@codernotesbot
@femtech_
@shrewsmorris
@moniselseward
@calcaware
@taieb_bot
@foxnews
@corruptnsw

Top Tweeters in G1:
@iconohash
@so_you_know
@altait
@pledgecents
@hockeygrl87
@theteacherswife
@bettacharlie
@kindnesscoach_
@anuraag_shukla
@esafetyteacher

Top Tweeters in G2:
@calcaware
@iamdrwill
@flipgrid
@larryferlazzo
@tamraraven
@educationweek
@scalarhumanity
@rdene915
@kevinhoneycutt
@thomascmurray

Top Tweeters in G3:
@shobin2464
@doug_lemov
@japleen_kaur1
@dayarazif
@jon_hutchinson_
@amandamdavey
@md_class3
@atulrana
@pepsmccrea
@mrscottmaths

Top Tweeters in G4:
@moniselseward
@bar_zie
@nplace1
@schleiderjustin
@mcmahel
@lgbtqplusbot
@edchateu
@glaad
@mssalvac
@ihadztotweet

Top Tweeters in G5:
@macchica26
@heckawesome
@jmattmiller
@erik_youngman
@emilyfranesl
@jc_james_clark
@garlandlinkenh1
@hayes_melisa
@prtaylorca
@fmargret

Top Tweeters in G6:
@drmnikfar
@miraceljuanta
@iteachmathall
@edutopia
@gwleah
@hanifnazri
@weareteachers
@citrusschools
@scholasticteach
@woodard_julie

Top Tweeters in G7:
@aaroncuddeback
@codernotesbot
@taieb_bot
@xaelbot
@codedailybot
@learn__together
@redianbot
@scottturneruon
@projectlearn_io
@amardeepkaushal

Top Tweeters in G8:
@alexbellars
@womened
@shellterrell
@julesdaulby
@mrefinch
@chrischivers2
@vivienneporritt
@ethical_leader
@actionjackson
@grahamandre

Top Tweeters in G9:
@raesnape
@grhluna24
@saramac68
@andrew_adonis
@mfordhamhistory
@autismpeterboro
@ipevo
@lesliefisher
@mellow_pascoe
@quoideneuffolks

Top Tweeters in G10:
@rachaellehr
@theiet
@stem_ai
@ml_tweet_bot
@science4ussays
@teachprimary
@maddiemoate
@discoverypark_
@gregfoot
@eni


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