educhat, Twitter, 8/15/2022 3:45:16 PM, 280115


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educhat_2022-08-15_03-15-02.xlsx
educhat_2022-08-15_03-15-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2022
Short Description:
educhat via NodeXL https://bit.ly/3bTwxGW
@educationbnb
@rdene915
@jc_james_clark
@eduscene
@eyeearlyed
@education_24x7
@olympicmindset
@ioe_london
@scqfpartnership
@isaachieves

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

Description:
Description
The graph represents a network of 726 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, 15 August 2022 at 10:16 UTC.

The requested start date was Monday, 15 August 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 13-day, 23-hour, 42-minute period from Monday, 01 August 2022 at 00:01 UTC to Sunday, 14 August 2022 at 23:44 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 : 726
Unique Edges : 416
Edges With Duplicates : 2080
Total Edges : 2496
Number of Edge Types : 5
MentionsInRetweet : 902
Mentions : 464
Retweet : 759
Tweet : 355
Replies to : 16
Self-Loops : 379
Reciprocated Vertex Pair Ratio : 0.0565045992115637
Reciprocated Edge Ratio : 0.106965174129353
Connected Components : 135
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 368
Maximum Edges in a Connected Component : 1893
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.929048
Graph Density : 0.00152750071245369
Modularity : 0.312456
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 726 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, 15 August 2022 at 10:16 UTC.

The requested start date was Monday, 15 August 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 13-day, 23-hour, 42-minute period from Monday, 01 August 2022 at 00:01 UTC to Sunday, 14 August 2022 at 23:44 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:
[64] 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
[50] https://www.rdene915.com/
[45] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[36] https://anchor.fm/rdene915
[35] 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
[19] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[19] https://www.gettingsmart.com/author/rachelle/
[10] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[9] https://www.edweek.org/leadership/opinion-youre-an-educator-what-can-you-stop-doing-this-year/2022/08
[9] https://www.insidehighered.com/news/2022/08/03/college-metaverse-here-higher-ed-ready

Top URLs in Tweet in G1:
[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
[37] https://www.rdene915.com/
[27] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[26] 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
[19] https://anchor.fm/rdene915
[13] https://www.gettingsmart.com/author/rachelle/
[10] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[8] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[7] https://apel.teachable.com/p/transformative-educational-leadership
[5] https://www.youtube.com/watch?v=k5q1O-rV_Co


Top URLs in Tweet in G2:
[2] https://www.amazon.co.uk/dp/1086000315/ref=cm_sw_r_cp_api_i_ue2qDbCHKGDCF)
[2] https://everwall.com/blog/higher-education-event-marketing/
[2] https://www.leanlabeducation.org/research-opportunities
[2] https://www.leadersread.net/
[1] https://bit.ly/3PCAdew
[1] https://twitter.com/GenieneD/status/1554090427241971714
[1] https://twitter.com/MovingWriters/status/1554104643373785088
[1] https://anaheimelementary.org/onlineacademy/
[1] https://engaginglearners.com/shortshortbig
[1] https://twitter.com/alanmillerNLP/status/1554422009697894402

Top URLs in Tweet in G3:
[18] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[11] https://anchor.fm/rdene915
[9] https://www.edweek.org/leadership/opinion-youre-an-educator-what-can-you-stop-doing-this-year/2022/08
[6] https://www.rdene915.com/
[6] 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
[4] https://knowledgeworks.org/resources/liberatory-education-personalized-competency-based-learning-hilger/
[4] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[3] https://www.k12prospects.com/projections-of-education-statistics-to-2028/?utm_source=twitter&utm_medium=posting-image&utm_campaign=projections-of-education-statistics-to-2028&utm_content=textlink
[3] https://www.educationnext.org/half-century-of-student-progress-nationwide-first-comprehensive-analysis-finds-gains-test-scores/
[3] https://www.mckinsey.com/featured-insights/mind-the-gap

Top URLs in Tweet in G4:
[1] https://twitter.com/mike_glavin/status/1558110302469849088
[1] https://open.spotify.com/episode/7rLyCzHCqeibN5RuREKz5H
[1] https://podcasts.apple.com/gb/podcast/the-olympic-mindset-podcast/id1635157169?i=1000575711765
[1] https://open.spotify.com/show/3DWX9He0BpUTMBU0AO7hPO?si=cVC997MeS3mYGsNE3O10Dg
[1] https://twitter.com/alecpbs/status/1555195169103908868
[1] https://twitter.com/shahina_j/status/1557368684477284352
[1] https://www.twinkl.co.uk/resource/25-activities-for-combatting-loneliness-checklist-t-p-1650458828?utm_source=newsletter&utm_medium=email&utm_campaign=newsletter_2022-07-31_GB-ENG_KS3KS4&utm_content=custom7
[1] https://www.twinkl.co.uk/resource/commonwealth-countries-continent-sorting-activity-t-g-1655902951

Top URLs in Tweet in G5:
[7] https://www.insidehighered.com/news/2022/08/03/college-metaverse-here-higher-ed-ready
[7] https://www.rdene915.com/
[6] https://www.gettingsmart.com/author/rachelle/
[6] https://anchor.fm/rdene915
[6] 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
[5] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[4] https://www.nbcnews.com/news/latino/highly-selective-colleges-boosted-underrepresented-minority-students-f-rcna41160
[2] https://twitter.com/IXLLearning/status/1554206007261204480
[2] https://cryptozoa.com/underpaid-uk-teachers-need-to-do-this-before-its-too-late-25ff8c21f30a
[2] https://mailchi.mp/daisi/backtoschool22a

Top URLs in Tweet in G6:
[4] https://www.earlyyearseducator.co.uk/features/article/curriculum-more-than-just-a-framework?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1659856069
[4] https://www.youtube.com/watch?v=C10l50wfUmo&feature=youtu.be

[4] https://www.youtube.com/watch?v=JNeWyI7Mqh8&feature=youtu.be

[3] https://www.youtube.com/watch?v=NDbfHsAj3QE&feature=youtu.be

[3] https://www.youtube.com/watch?v=-mlq-MReySA&feature=youtu.be

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

[2] https://www.earlyyearseducator.co.uk/features/article/focus-academic-self-concept-and-efficacy
[2] https://www.earlyyearseducator.co.uk/features/article/development-early-literacy-through-music?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1659568436
[2] https://www.earlyyearseducator.co.uk/features/article/pioneers-vasily-sukhomlinsky-1918-1970?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1659778539
[2] https://www.earlyyearseducator.co.uk/features/article/best-practice-expressive-arts-and-active-play?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1659833834

Top URLs in Tweet in G7:
[1] https://www.nbcnews.com/news/latino/highly-selective-colleges-boosted-underrepresented-minority-students-f-rcna41160
[1] 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
[1] 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
[1] http://www.afterschoolalliance.org/afterschoolsnack/Staffing-and-student-well-being-remain-top-concerns-for_08-01-2022.cfm
[1] http://www2.fft.org.uk/l/866372/2022-08-12/79y5vv/43972
[1] https://fft.org.uk/2022-secondary-early-results-service/?utm_source=twitter&utm_medium=social&utm_campaign=sers&utm_id=sers
[1] https://fft.org.uk/phonics/?utm_source=twitter&utm_medium=cpc&utm_campaign=phonics&utm_id=phonics
[1] http://www2.fft.org.uk/l/866372/2022-08-04/79q8w8/43930
[1] https://www.pbs.org/newshour/classroom/2022/08/student-voices-watch-these-5-tiktoks-on-student-led-reporting-by-pbs-student-reporting-labs/

Top URLs in Tweet in G8:
[1] http://mediumsnetwork.com/children/level-three-in-time
[1] http://mediumsnetwork.com/children/level-one-style
[1] http://www.thepeproject.com/differentiation/index.html
[1] http://thepeproject.com/motivation/ind

Top URLs in Tweet in G9:
[4] https://scqf.org.uk/news-blog/posts/2022/august/updated-old-v-new-2022/
[4] https://scqf.org.uk/news-blog/posts/2022/june/understanding-the-scqf-in-your-scottish-qualifications-certificate/
[2] https://scqf.org.uk

Top URLs in Tweet in G10:
[4] https://www.createeducation.com/community-partner/scott-barnett/
[1] https://www.createeducation.com/community-partner/jonathon-simons/
[1] https://www.createeducation.com/blog/50-off-seven-new-ultimaker-filament-bundles-when-you-spend-2500-or-more-on-a-new-ultimaker-3d-printer/?_ga=2.74883281.2126556080.1658736238-1832398710.1654510644
[1] https://marketplace.createeducation.com/book-your-free-consultation/
[1] https://www.createeducation.com/blog/3d-printer-library/
[1] https://www.createeducation.com/community-partner/ed-fairfield/

Top Domains
Top Domains in Tweet in Entire Graph:
[147] amazon.com
[54] rdene915.com
[45] co.uk
[38] anchor.fm
[34] youtube.com
[32] twitter.com
[23] google.com
[20] org.uk
[19] gettingsmart.com
[13] edumatch.org

Top Domains in Tweet in G1:
[112] amazon.com
[40] rdene915.com
[21] anchor.fm
[13] gettingsmart.com
[13] edumatch.org
[12] google.com
[8] definedstem.com
[7] teachable.com
[6] youtube.com
[5] bloomz.com

Top Domains in Tweet in G2:
[9] twitter.com
[4] co.uk
[4] leanlabeducation.org
[3] donorschoose.org
[3] leadersread.net
[2] com.au
[2] teacherspayteachers.com
[2] proninib.com
[2] everwall.com
[2] educationcity.com

Top Domains in Tweet in G3:
[26] amazon.com
[11] anchor.fm
[10] k12prospects.com
[9] edweek.org
[7] rdene915.com
[5] newamerica.org
[4] mckinsey.com
[4] knowledgeworks.org
[4] google.com
[4] vosaic.com

Top Domains in Tweet in G4:
[3] twitter.com
[2] spotify.com
[2] co.uk
[1] apple.com

Top Domains in Tweet in G5:
[7] insidehighered.com
[7] rdene915.com
[7] amazon.com
[6] gettingsmart.com
[6] anchor.fm
[5] google.com
[4] youtube.com
[4] jeremyajorgensen.com
[4] seriousteachers.com
[4] definedlearning.com

Top Domains in Tweet in G6:
[25] co.uk
[20] youtube.com
[3] scienceopen.com
[1] twitter.com

Top Domains in Tweet in G7:
[4] org.uk
[2] amazon.com
[1] nbcnews.com
[1] afterschoolalliance.org
[1] pbs.org

Top Domains in Tweet in G8:
[2] mediumsnetwork.com
[2] thepeproject.com

Top Domains in Tweet in G9:
[10] org.uk

Top Domains in Tweet in G10:
[9] createeducation.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[740] educhat
[363] education
[226] k12
[216] sel
[195] edtech
[182] edutwitter
[166] edchat
[96] ai
[84] teachers
[65] teaching



Top Hashtags in Tweet in G1:
[223] educhat
[210] education
[166] sel
[140] k12
[113] edtech
[60] ai
[40] teaching
[37] edutwitter
[35] stem
[35] selfcare

Top Hashtags in Tweet in G2:
[83] educhat
[16] edutwitter
[14] teachertwitter
[13] education
[11] teachers
[10] edtech
[9] edchat
[7] leanlab
[4] backtoschool
[4] highered

Top Hashtags in Tweet in G3:
[68] educhat
[63] k12
[60] edchat
[36] edtech
[32] education
[25] sel
[23] edreform
[22] edpolicy
[17] edutwitter
[17] ai

Top Hashtags in Tweet in G4:
[14] educhat
[10] edutwitter
[7] teachers
[6] education
[5] summerlistening
[5] theolympicmindsetpodcast
[5] edchat
[4] charity
[4] podcast
[4] teachertwitter

Top Hashtags in Tweet in G5:
[72] educhat
[46] education
[24] sel
[20] edtech
[19] edchat
[19] ai
[17] edutwitter
[16] teaching
[15] k12
[14] highschool

Top Hashtags in Tweet in G6:
[44] educhat
[37] eyfs
[31] eymatters
[31] eytalking
[30] eybluk
[29] teamec
[26] keyu
[25] eyshare
[23] earlyed
[22] eysharing

Top Hashtags in Tweet in G7:
[14] educhat
[6] edutwitter
[3] teachers
[3] phonics
[3] ks1
[3] ks2
[3] primaryeducation
[3] teachersrunclub
[3] trcthursday
[2] teacherinduction

Top Hashtags in Tweet in G8:
[23] physed
[10] thoughtoftheday
[10] educhat
[9] education
[8] writingcommunity
[8] edutwitter
[8] motivation
[7] kidlit
[6] mediumsnetwork
[6] writersoftwitter

Top Hashtags in Tweet in G9:
[16] sqaresults
[11] educhat
[9] scqfschools
[9] scotedu
[4] resultshelp
[4] examresults
[4] scoteduchat
[2] faqs
[2] fridayfaqs
[2] qualificationsframework

Top Hashtags in Tweet in G10:
[10] 3dprinter
[8] edutwitter
[8] educhat
[5] edtech
[5] schools
[5] colleges
[5] examresults
[4] ultimaker
[1] engineers
[1] manufacturers

Top Words
Top Words in Tweet in Entire Graph:
[740] #educhat
[363] #education
[287] rdene915
[226] #k12
[216] #sel
[209] book
[195] #edtech
[182] #edutwitter
[166] #edchat
[159] stories

Top Words in Tweet in G1:
[223] #educhat
[210] #education
[166] #sel
[140] #k12
[139] rdene915
[113] #edtech
[107] stories
[103] book
[83] edumatchbooks
[82] educator

Top Words in Tweet in G2:
[83] #educhat
[17] school
[16] #edutwitter
[14] #teachertwitter
[13] students
[13] year
[13] #education
[11] #teachers
[10] one
[10] #edtech

Top Words in Tweet in G3:
[79] rdene915
[68] #educhat
[63] #k12
[60] #edchat
[40] educator
[40] book
[36] #edtech
[32] #education
[30] ideas
[29] doing

Top Words in Tweet in G4:
[14] #educhat
[12] olympicmindset
[10] #edutwitter
[9] episode
[8] week
[7] #teachers
[6] #education
[5] looking
[5] #summerlistening
[5] teachers

Top Words in Tweet in G5:
[72] #educhat
[67] rdene915
[46] #education
[35] school
[33] book
[25] grab
[24] #sel
[21] copy
[20] #edtech
[19] #edchat

Top Words in Tweet in G6:
[44] #educhat
[37] #eyfs
[31] #eymatters
[31] #eytalking
[30] #eybluk
[29] #teamec
[26] #keyu
[26] eyeearlyed
[25] #eyshare
[23] #earlyed

Top Words in Tweet in G7:
[26] student
[19] success
[16] fft
[14] #educhat
[12] programme
[11] school
[11] phonics
[11] find
[10] watch
[9] reading

Top Words in Tweet in G8:
[23] students
[23] #physed
[21] the_pe_project
[18] motivate
[18] self
[18] determination
[18] theory
[18] states
[18] psychological
[18] needs

Top Words in Tweet in G9:
[30] qualifications
[29] scqfpartnership
[25] help
[22] updated
[22] resource
[22] compare
[21] parents
[21] try
[21] child
[19] those

Top Words in Tweet in G10:
[44] create_edu_proj
[16] schools
[13] 3d
[12] âœ
[12] students
[11] ambassadors
[11] printing
[10] community
[10] more
[10] #3dprinter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[139] #education,#educhat
[120] educator,stories
[87] #sel,#edtech
[71] time,book
[70] #educhat,#k12
[67] available,amazon
[64] books,available
[64] many,ideas
[64] #education,#sel
[61] true,story

Top Word Pairs in Tweet in G1:
[95] #education,#educhat
[82] educator,stories
[57] #sel,#edtech
[51] #education,#sel
[42] available,amazon
[41] time,book
[40] true,story
[40] story,lessons
[40] lessons,one
[40] one,kid

Top Word Pairs in Tweet in G2:
[7] #edutwitter,#educhat
[6] school,year
[5] #education,#educhat
[4] #teachertwitter,#edutwitter
[4] #educhat,#teachers
[4] #edchat,#educhat
[4] great,way
[4] #teachers,#teaching
[4] #edtech,#educhat
[4] #teachertwitter,#educhat

Top Word Pairs in Tweet in G3:
[37] #edchat,#educhat
[24] books,available
[24] available,amazon
[23] educator,stories
[22] #educhat,#k12
[22] many,ideas
[20] rdene915,looking
[20] looking,guest
[20] guest,bloggers
[20] bloggers,share

Top Word Pairs in Tweet in G4:
[5] looking,#summerlistening
[5] #summerlistening,teachers
[5] teachers,ht
[5] ht,enjoying
[5] enjoying,#theolympicmindsetpodcast
[5] #theolympicmindsetpodcast,great
[5] great,stories
[5] stories,practical
[5] makes,good
[5] good,leader

Top Word Pairs in Tweet in G5:
[18] true,story
[18] story,lessons
[18] lessons,one
[18] one,kid
[18] kid,taught
[15] school,year
[15] grab,copy
[14] year,right
[14] book,grab
[14] educator,stories

Top Word Pairs in Tweet in G6:
[29] #eybluk,#eymatters
[29] #eymatters,#eytalking
[25] #keyu,#eyshare
[23] #educhat,#eyfs
[22] #eyfs,#eysharing
[21] #earlyyears,#teamec
[21] #teamec,#eybluk
[17] #eytalking,#keyu
[15] #eyshare,#educhat
[14] #educhat,#earlyed

Top Word Pairs in Tweet in G7:
[11] fft,success
[11] success,phonics
[8] pbs,newshour
[8] newshour,student
[8] student,voice
[8] voice,student
[8] student,voices
[8] voices,watch
[8] watch,tiktoks
[8] tiktoks,student

Top Word Pairs in Tweet in G8:
[18] motivate,students
[18] students,#physed
[18] #physed,self
[18] self,determination
[18] determination,theory
[18] theory,states
[18] states,psychological
[18] psychological,needs
[18] needs,humans
[17] the_pe_project,motivate

Top Word Pairs in Tweet in G9:
[22] updated,resource
[21] parents,try
[21] try,updated
[21] resource,help
[21] help,compare
[21] qualifications,child
[18] compare,qualifications
[18] child,hoping
[18] hoping,receive
[18] receive,those

Top Word Pairs in Tweet in G10:
[9] libraries,education
[9] education,charities
[9] charities,community
[9] community,hubs
[9] hubs,provide
[9] provide,3d
[9] 3d,printers
[9] printers,schools
[9] schools,tameside
[8] create_edu_proj,libraries

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@edumatchbooks
@thriveinedu
@create_edu_proj
@scqfpartnership
@eyeearlyed
@the_pe_project
@getting_smart
@isaachieves
@routledgeeoe

Top Mentioned in G1:
@rdene915
@edumatchbooks
@thriveinedu
@routledgeeoe
@iste
@getting_smart
@mjmcalliwrites
@joshua__stamper

Top Mentioned in G2:
@inspiradora_la
@2peasandadog
@mradampe
@joshleenen
@kylecraighead85

Top Mentioned in G3:
@rdene915
@isaachieves
@walterindc
@thriveinedu
@petermdewitt
@educationweek
@k12prospects
@vosaic
@educationnext
@knowledgeworks

Top Mentioned in G4:
@olympicmindset
@derek_redmond
@book_aid
@mrts_nqts
@headteacherchat
@neunion
@nahtnews
@phildaviesrugby
@oweneastwood
@tes

Top Mentioned in G5:
@rdene915
@edenlearninguk
@universitybiz
@getting_smart
@thriveinedu
@k12prospects
@jpalaciosedu
@roboticalltd
@jeremyajorg
@seriousteachers

Top Mentioned in G6:
@eyeearlyed
@schemaplay
@uclpress
@playtoz
@tamsjourney
@tapestry_fsf
@uclpress_ed
@famlyhq
@eymatters

Top Mentioned in G7:
@newshour
@reportinglabs
@fftedu
@newshourextra
@jenjohnsonphd
@teachersrunclub
@rdene915
@afterschool4all
@college_experts
@ms_happytobhere

Top Mentioned in G8:
@the_pe_project
@mediumsnetwork

Top Mentioned in G9:
@scqfpartnership

Top Mentioned in G10:
@create_edu_proj
@mreddtech
@royalnavy
@nacce

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@jamesroy
@education_24x7
@mentalhealthbo5
@godfrey_g_
@bbcnews
@telegraph
@pkanagaratnam
@lewieb99test
@cnn

Top Tweeters in G1:
@education_24x7
@godfrey_g_
@pyscalellc
@theweb3bot
@gdorn1
@rdene915
@natrellabot
@davidflsts
@sardimperium
@buncee

Top Tweeters in G2:
@so_you_know
@leolabeth
@corwinpress
@mcgrawhillk12
@mradampe
@utpress
@buzzinteach410
@teachboost
@classtag
@geniened

Top Tweeters in G3:
@cnn
@fastcompany
@scalarhumanity
@educationweek
@markj_ohnson
@jc_james_clark
@nicholasferroni
@harvardbiz
@brookingsinst
@pewresearch

Top Tweeters in G4:
@independent
@bbcnews
@telegraph
@ukedchat
@chrisdysonht
@tes
@theboltonnews
@schoolsweek
@deborahmeaden
@dawnhallybone

Top Tweeters in G5:
@jamesroy
@galactic_ditto
@college_experts
@dprindle
@educationbnb
@ianstuart66
@pinkstickynotes
@amazingict
@fcpsr2
@childrenslfests

Top Tweeters in G6:
@sue_cowley
@onlinecrslady
@eytalking
@iamgabbarson
@uclpress
@readygen
@ey_matters
@arthurjchapman
@lenandlar
@sparkearlyyears

Top Tweeters in G7:
@mentalhealthbo5
@newshour
@tonirtx
@designstrobe
@tomtolkien
@stormkarli
@afterschool4all
@newshourextra
@vicpasquantonio
@reportinglabs

Top Tweeters in G8:
@officesutra
@ideamachine2018
@the__hustlerguy
@bti_simon
@fuciaran
@southtippbobby
@pe4everykid
@pecentral
@bodepe
@coachpulte

Top Tweeters in G9:
@mark_mclaughlin
@scqfpartnership
@isobelmair
@carlukehs
@drleecoutts
@dennyhighschool
@royal_high_sch
@glenifferhigh
@johnpaulacademy
@aileen_scqf

Top Tweeters in G10:
@ka81
@cllrbmurray
@bloodhound_edu
@safetydave1000k
@royalnavy
@nacce
@grahamcreate
@create_edu_proj
@whtvandvideo
@teachtecheurope