educhat, Twitter, 1/24/2022 9:13:00 PM, 270587


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educhat_2022-01-24_03-01-35.xlsx
educhat_2022-01-24_03-01-35.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 24, 2022
Short Description:
educhat via NodeXL https://bit.ly/35aboEI
@this0499154500
@superteamup
@rdene915
@education_24x7
@mindfuldesserts
@markj_ohnson
@fifidelyonbliss
@thriveinedu
@sharemylesson
@eyeearlyed

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

Description:
Description
The graph represents a network of 1,377 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, 24 January 2022 at 11:06 UTC.

The requested start date was Monday, 24 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 12-day, 5-hour, 46-minute period from Monday, 10 January 2022 at 01:16 UTC to Saturday, 22 January 2022 at 07:02 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 : 1377
Unique Edges : 947
Edges With Duplicates : 3578
Total Edges : 4525
Number of Edge Types : 5
Retweet : 1289
MentionsInRetweet : 1721
Replies to : 48
Mentions : 856
Tweet : 611
Self-Loops : 694
Reciprocated Vertex Pair Ratio : 0.0778331257783313
Reciprocated Edge Ratio : 0.144425187752744
Connected Components : 241
Single-Vertex Connected Components : 101
Maximum Vertices in a Connected Component : 641
Maximum Edges in a Connected Component : 3161
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.964973
Graph Density : 0.000913576024725135
Modularity : 0.35407
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,377 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, 24 January 2022 at 11:06 UTC.

The requested start date was Monday, 24 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 12-day, 5-hour, 46-minute period from Monday, 10 January 2022 at 01:16 UTC to Saturday, 22 January 2022 at 07:02 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:
[67] https://www.rdene915.com/
[52] 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
[36] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[31] http://simulasidigital-muchamadekisa.blogspot.com
[24] http://web-muchamadekisa.blogspot.com/?m=1
[23] https://anchor.fm/rdene915
[17] 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://www.gettingsmart.com/2021/07/22/the-growing-need-for-skills-in-artificial-intelligence/
[17] https://www.teacherspayteachers.com:443/Sellers-Im-Following/Add/Teachheath
[16] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/

Top URLs in Tweet in G1:
[67] https://www.rdene915.com/
[52] 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
[36] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[23] https://anchor.fm/rdene915
[17] https://www.gettingsmart.com/2021/07/22/the-growing-need-for-skills-in-artificial-intelligence/
[16] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[16] 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
[15] https://spacesedu.com/en/blog/#blog-posts
[14] https://www.gettingsmart.com/author/rachelle/
[13] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link

Top URLs in Tweet in G2:
[3] https://industryslice.com/EducationSlice?utm_source=ES&utm_medium=Twitter&utm_campaign=1684115278
[3] https://secure.my10yearplan.com/
[2] https://cryptozoa.com/underpaid-uk-teachers-need-to-do-this-before-its-too-late-25ff8c21f30a
[2] https://thebrilliantclub.org/brilliant-tutoring/for-schools/schools-enquiry/?utm_source=Twitter&utm_medium=Social+Media&utm_campaign=BrilliantTutoringProgramme
[2] https://www.educationcity.com/resources/classroom-resource-labels/
[2] http://www.academicinnovations.com/videos/vimeo/552091738/96f3b8414d/?ref=FB210920sel
[2] https://academicinnovations.zoom.us/meeting/register/tZEsf-utrD4oHNTOIl-Wah7E8s9Cb_jISQ92
[1] https://docs.google.com/presentation/d/e/2PACX-1vRH7aCMEqt8idwvJ5GUXFSfwYuQxnQ8V9l28ho_eY21JMdV58QJZKa0vrO9epf5VROpqmah8tOXsBlL/pub?start=true&loop=false&delayms=3000
[1] https://globallearninglondon.us17.list-manage.com/subscribe?u=5cc7f09d0d95ac6e9b77e324e&id=fa93de6db3
[1] https://thaichilddevelopment.org

Top URLs in Tweet in G3:
[4] https://sharemylesson.com/todays-news-tomorrows-lesson/three-ways-teach-about-insurrection-us-capitol
[4] https://journeysinfilm.org/product/just-mercy/
[3] https://sharemylesson.com/blog/salt-4-simple-steps-meditation
[3] https://journeysinfilm.org/product/america-inside-out/
[2] https://www.apa.org/education-career/k12/covid-19/building-student-resilience
[2] https://sharemylesson.com/collections/hispanic-heritage-month-activities-and-resources
[2] https://sharemylesson.com/teaching-resource/bend-and-breathe-yoga-and-pranayama-practices-thriving-329380
[2] https://www.aft.org/education/publications/innovation-fund-grant-reports
[2] https://journeysinfilm.us13.list-manage.com/subscribe?u=bc257e7598c367cc4848844a1&id=665b08c2a1
[2] https://videolibrarian.com/articles/lists/10-empowering-movies-about-students/

Top URLs in Tweet in G4:
[1] https://classtechtips.com/2022/01/20/collaborative-learning-tool/
[1] https://larryferlazzo.edublogs.org/2021/02/17/finally-google-creates-a-central-teachers-hub-for-its-amazing-arts-culture-site/
[1] https://edtechdemo.ucst.uk/news-views/case-studies/artmid/885/articleid/12/blended-learning-upskilling-staff-and-adapting-our-school-infrastructure
[1] https://www.eventbrite.co.uk/e/the-design-and-technology-book-club-for-teachers-tickets-200464955077
[1] https://forms.office.com/Pages/ResponsePage.aspx?id=AGSk6-YkB0ynxswGHg-NJoM1C8o6splFnoTC1Sdo1bhUQU9RMzZIOUM2Q1FFRkpNWEZHRDYwTElJSy4u

Top URLs in Tweet in G5:
[4] https://yesfutures.activehosted.com/f/3
[2] https://www.yesfutures.org/our-impact-the-facts
[2] https://www.yesfutures.org/post/what-are-schools-doing-to-meet-ofsted-s-personal-development-framework
[2] https://www.yesfutures.org/post/yes-futures-students-go-into-the-wild
[1] https://twitter.com/mrswraithmell/status/1481264123874791426
[1] https://www.tes.com/teaching-resources/back-to-school?utm_campaign=RES-7950&utm_content=DS10080-b2s-aug-21&utm_source=twitter&utm_medium=social
[1] https://sparxmaths.com/wp-content/uploads/2019/06/Is-Sparx-Maths-helping-teachers-manage-their-workload.pdf
[1] https://sparx-learning.com/wp-content/uploads/2021/12/A-digitally-delivered-double-blind-RCT-investigating-the-effect-of-homework-length-on-progress.docx.pdf
[1] https://blog.i3-technologies.com/en/digital-genius-school-series-ep2?utm_campaign=DGS%20-%20EP%202&utm_source=twitter&utm_medium=social&utm_term=WS&utm_content=DGS_EP2_WS_Twitter
[1] https://www.yesfutures.org/rising-futures

Top URLs in Tweet in G6:
[3] http://vue.annenberginstitute.org/issues/44/strengthening-relationships-families-school-community-do-school-leaders-make-difference
[2] https://www.dodsdiversity.com/news/view.htm
[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.theguardian.com/education/2016/mar/04/teachers-flexible-working-women-maternity-leave
[1] https://veroniiiica.com/2021/02/22/active-bystander-for-academic-ableism/amp/
[1] https://twitter.com/PPUK_/status/1483816304561774603
[1] https://www.bbc.co.uk/news/uk-england-essex-60040506
[1] https://www.youtube.com/watch?v=lTMLzXzgB_s&feature=youtu.be

[1] https://www.theguardian.com/commentisfree/2021/dec/12/nature-plays-its-part-but-school-nurtures-brain-even-better

Top URLs in Tweet in G7:
[10] https://www.earlyyearseducator.co.uk/news/article/january-eye-issue-new-year-new-start
[3] https://www.earlyyearseducator.co.uk/practical/article/communication-and-language-a-whole-lot-of-holes?utm_medium=Social&utm_source=Twitter#Echobox=1642434911
[2] https://www.earlyyearseducator.co.uk/features/article/getting-to-know-you-adam-marycz?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1641817059
[1] https://www.earlyyearseducator.co.uk/news/article/early-years-charity-opens-its-chef-academy-programme-externally-to-help-tackle-childhood-obesity?utm_medium=Social&utm_source=Twitter#Echobox=1642606543
[1] https://www.earlyyearseducator.co.uk/features/article/new-thinking-the-big-switch?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1641817025
[1] https://www.earlyyearseducator.co.uk/features/article/getting-to-know-you-changing-plans?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1641817062
[1] https://twitter.com/AaronEarlyYears/status/1482043962756149255
[1] https://www.earlyyearseducator.co.uk/features/article/literacy-here-be-dragons?utm_medium=Social&utm_source=Twitter#Echobox=1642432542
[1] https://www.earlyyearseducator.co.uk/features/article/pioneers-jean-piaget-and-lev-vygotsky?utm_medium=Social&utm_source=Twitter#Echobox=1642672574
[1] https://www.earlyyearseducator.co.uk/features/article/sector-update-valuing-the-early-years-workforce?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1641817065

Top URLs in Tweet in G8:
[3] https://www.rspb.org.uk/schoolswatch
[1] https://www.ukschooltrips.co.uk/news/jewish-museum-london-virtual-teachers-cpd-understanding-judaism-30-march-2022.html
[1] https://twitter.com/UKSchoolTrips/status/1481218427553558534
[1] https://www.ukschooltrips.co.uk/school-day-trip-destinations/1754-cadbury-world-birmingham.html
[1] https://twitter.com/BranstonInfant1/status/1479558096154505218
[1] https://twitter.com/burlingtoninf/status/1479115731493011459

Top URLs in Tweet in G9:
[2] https://savvas.zoom.us/webinar/register/WN_ikuM03GgT0uA1Q8Yq0nnZg
[2] https://twitter.com/SIOPModel/status/1483499973555765248
[2] https://twitter.com/HargreavesBC/status/1480677783286206464
[1] https://savvas.com/SIOP2022
[1] https://www.techlearning.com/how-to/5-teaching-lessons-from-ted-lasso
[1] https://twitter.com/mat6453/status/1484146661391745028
[1] https://twitter.com/SunnysideSA/status/1482002686706917378
[1] https://twitter.com/InspireSuite/status/1481229542173904899
[1] https://twitter.com/trilbytv/status/1483712844726214669
[1] https://www.techlearning.com/news/5-best-movies-about-teaching

Top URLs in Tweet in G10:
[1] https://www.edsurge.com/news/2019-10-03-the-incredible-benefits-of-letting-students-drive-their-own-learning/?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=facebook.com

Top Domains
Top Domains in Tweet in Entire Graph:
[110] amazon.com
[85] twitter.com
[81] co.uk
[72] rdene915.com
[69] blogspot.com
[60] gettingsmart.com
[53] youtube.com
[38] anchor.fm
[31] formative.com
[30] k12prospects.com

Top Domains in Tweet in G1:
[104] amazon.com
[72] rdene915.com
[60] gettingsmart.com
[31] formative.com
[30] k12prospects.com
[26] spacesedu.com
[25] anchor.fm
[16] definedstem.com
[15] blogspot.com
[13] google.com

Top Domains in Tweet in G2:
[15] twitter.com
[7] educationcity.com
[5] co.uk
[4] ow.ly
[3] dangerouslyirrelevant.org
[3] industryslice.com
[3] my10yearplan.com
[2] cryptozoa.com
[2] harvard.edu
[2] thebrilliantclub.org

Top Domains in Tweet in G3:
[19] sharemylesson.com
[7] journeysinfilm.org
[7] co.uk
[2] apa.org
[2] aft.org
[2] list-manage.com
[2] twitter.com
[2] videolibrarian.com
[2] edtechdigest.com
[1] youtube.com

Top Domains in Tweet in G4:
[1] classtechtips.com
[1] edublogs.org
[1] ucst.uk
[1] co.uk
[1] office.com

Top Domains in Tweet in G5:
[10] yesfutures.org
[6] daisi.education
[4] activehosted.com
[3] twitter.com
[3] youtube.com
[2] tes.com
[1] sparxmaths.com
[1] sparx-learning.com
[1] i3-technologies.com
[1] mailchi.mp

Top Domains in Tweet in G6:
[4] twitter.com
[3] annenberginstitute.org
[2] co.uk
[2] theguardian.com
[2] dodsdiversity.com
[2] youtube.com
[2] edutopia.org
[1] veroniiiica.com
[1] happinessishereblog.com
[1] goo.gl

Top Domains in Tweet in G7:
[22] co.uk
[2] twitter.com

Top Domains in Tweet in G8:
[3] twitter.com
[3] org.uk
[2] co.uk

Top Domains in Tweet in G9:
[8] twitter.com
[2] zoom.us
[2] techlearning.com
[2] ow.ly
[1] savvas.com
[1] socrative.com
[1] youtu.be

Top Domains in Tweet in G10:
[1] edsurge.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1242] educhat
[629] education
[312] edtech
[282] edutwitter
[247] edchat
[219] sel
[207] k12
[139] teachertwitter
[125] teachers
[112] teaching



Top Hashtags in Tweet in G1:
[409] educhat
[360] education
[247] edtech
[187] sel
[167] k12
[87] stem
[69] ai
[63] edchat
[58] pbl
[56] teaching

Top Hashtags in Tweet in G2:
[128] educhat
[36] edutwitter
[27] education
[17] teachertwitter
[12] edchat
[8] educational
[8] edtech
[6] teachers
[5] schools
[5] leadership

Top Hashtags in Tweet in G3:
[77] educhat
[59] edchat
[46] edutwitter
[43] covid19
[35] education
[23] edxamine
[21] covid
[17] distancelearning
[17] teachers
[12] sel

Top Hashtags in Tweet in G4:
[12] education
[12] educhat
[10] leadered
[10] edchat
[9] edutwitter
[7] msc2022
[5] edtechdemonstrators
[5] boldschool
[5] blackknightpride
[3] teaching

Top Hashtags in Tweet in G5:
[39] educhat
[19] education
[15] edutwitter
[10] teachertwitter
[9] schools
[9] primary
[8] school
[7] studentwellbeing
[6] sats
[6] teaching

Top Hashtags in Tweet in G6:
[38] educhat
[25] edutwitter
[10] education
[10] school
[5] teachers
[5] headmaster
[5] schools
[4] leaders
[3] norfolk
[3] parenthood

Top Hashtags in Tweet in G7:
[18] eymatters
[18] eytalking
[18] keyu
[18] eyshare
[17] eybluk
[17] educhat
[15] teamec
[15] eyfs
[11] earlyyears
[10] eysharing

Top Hashtags in Tweet in G8:
[16] bigschoolsbirdwatch
[8] educhat
[8] citizenscience
[8] volunteering
[6] teachertwitter
[5] outdoorlearning
[4] education
[1] judaism
[1] inclusive
[1] teachers

Top Hashtags in Tweet in G9:
[22] educhat
[17] sel
[10] englishlearners
[9] edtech
[8] teachertwitter
[5] k12
[3] multilinguallearners
[3] els
[3] mllchat
[3] mllchat_bkclub

Top Hashtags in Tweet in G10:
[12] covid
[11] awesome
[7] educhat
[5] education
[5] teaching
[4] teachers
[3] edutwitter
[3] teacher
[3] teachertwitter
[3] teacher5oclockclub

Top Words
Top Words in Tweet in Entire Graph:
[1242] #educhat
[629] #education
[358] rdene915
[312] #edtech
[282] #edutwitter
[247] #edchat
[219] #sel
[207] #k12
[180] more
[180] learning

Top Words in Tweet in G1:
[409] #educhat
[360] #education
[349] rdene915
[247] #edtech
[187] #sel
[168] thriveinedu
[167] #k12
[114] book
[104] great
[102] available

Top Words in Tweet in G2:
[128] #educhat
[36] #edutwitter
[27] #education
[22] students
[21] classroom
[17] #teachertwitter
[16] teachers
[14] learning
[14] school
[14] support

Top Words in Tweet in G3:
[77] #educhat
[59] #edchat
[46] #edutwitter
[43] #covid19
[36] edxamine
[35] #education
[32] students
[26] sharemylesson
[25] teaching
[25] aftteach

Top Words in Tweet in G4:
[12] #education
[12] #educhat
[10] #leadered
[10] #edchat
[10] peer
[9] #edutwitter
[8] help
[8] laws
[7] model
[7] schools

Top Words in Tweet in G5:
[39] #educhat
[19] #education
[15] #edutwitter
[10] #teachertwitter
[9] school
[9] friday
[9] more
[9] #schools
[9] #primary
[8] time

Top Words in Tweet in G6:
[38] #educhat
[25] #edutwitter
[25] learning
[14] year
[13] term
[12] fifidelyonbliss
[12] remote
[12] emergency
[12] response
[12] last

Top Words in Tweet in G7:
[38] eyeearlyed
[24] eye
[18] #eymatters
[18] #eytalking
[18] #keyu
[18] #eyshare
[17] #eybluk
[17] #educhat
[16] seen
[15] #teamec

Top Words in Tweet in G8:
[30] year
[23] see
[17] rspb_learning
[16] great
[16] #bigschoolsbirdwatch
[15] time
[15] very
[14] excited
[14] flying
[14] start

Top Words in Tweet in G9:
[22] #educhat
[17] #sel
[16] miss
[16] webinar
[16] 19
[13] savvaslearning
[12] support
[11] hear
[11] join
[11] january

Top Words in Tweet in G10:
[12] #covid
[12] thanks
[11] hey
[11] educationalists
[11] great
[11] news
[11] ending
[11] #awesome
[11] government
[11] march

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[253] #education,#educhat
[109] #edchat,#educhat
[98] #edutwitter,#educhat
[81] #sel,#edtech
[73] educator,stories
[72] #educhat,#edutwitter
[66] #educhat,#k12
[59] #educhat,#edtech
[53] read,blog
[53] #educhat,#stem

Top Word Pairs in Tweet in G1:
[169] #education,#educhat
[81] #sel,#edtech
[72] educator,stories
[62] #educhat,#k12
[53] #educhat,#stem
[52] time,book
[51] #educhat,#edtech
[50] books,available
[50] available,amazon
[49] many,ideas

Top Word Pairs in Tweet in G2:
[11] #edutwitter,#educhat
[10] #education,#educhat
[8] #edchat,#educhat
[6] #educhat,#edutwitter
[6] #teachertwitter,#educhat
[4] #edutwitter,#teachertwitter
[4] flexibility,matters
[4] matters,savvas
[4] savvas,realize
[4] realize,provides

Top Word Pairs in Tweet in G3:
[32] #edchat,#educhat
[27] #education,#edchat
[23] #edutwitter,#educhat
[21] #educhat,#covid
[21] #covid,#education
[21] #edchat,#covid19
[19] #educhat,#edutwitter
[18] aftunion,aftteach
[17] #covid19,#edxamine
[13] teachers,covid19

Top Word Pairs in Tweet in G4:
[8] #edchat,#education
[7] model,schools
[7] schools,conference
[7] conference,here's
[7] here's,educators
[7] educators,#msc2022
[7] #msc2022,#leadered
[7] #leadered,#edchat
[7] #education,#edutwitter
[6] rigorrelevance,model

Top Word Pairs in Tweet in G5:
[9] #teachertwitter,#educhat
[8] #education,#educhat
[8] #edutwitter,#education
[6] find,more
[6] #education,#teachertwitter
[6] #educhat,#schools
[6] #schools,#school
[5] always,looking
[5] looking,guests
[5] guests,#learnliveuae

Top Word Pairs in Tweet in G6:
[21] #educhat,#edutwitter
[12] remote,learning
[12] learning,emergency
[12] emergency,response
[12] response,last
[12] last,year
[12] year,districts
[12] districts,create
[12] create,long
[12] long,term

Top Word Pairs in Tweet in G7:
[17] #eybluk,#eymatters
[17] #eymatters,#eytalking
[17] #keyu,#eyshare
[15] #educhat,#eyfs
[13] #teamec,#eybluk
[13] #eytalking,#keyu
[11] #earlyyears,#teamec
[10] #eyshare,#eytagteam
[10] #eytagteam,#educhat
[10] seen,january's

Top Word Pairs in Tweet in G8:
[14] very,excited
[14] excited,#bigschoolsbirdwatch
[14] #bigschoolsbirdwatch,year
[14] year,great
[14] great,see
[14] see,flying
[14] flying,start
[14] start,haven't
[13] rspb_learning,very
[8] year,challenge

Top Word Pairs in Tweet in G9:
[16] #sel,webinar
[10] hear,submit
[10] submit,session
[10] session,proposal
[10] proposal,share
[10] share,best
[10] best,tips
[10] tips,tricks
[10] tricks,support
[10] support,12

Top Word Pairs in Tweet in G10:
[11] hey,educationalists
[11] educationalists,great
[11] great,news
[11] news,#covid
[11] #covid,ending
[11] ending,thanks
[11] thanks,#awesome
[11] #awesome,government
[11] government,march
[10] chrisdysonht,hey

Top Replied-To
Top Replied-To in Entire Graph:
@ssireview
@physicsjo
@troyheff
@douglasreeves
@asaecenter
@edcommission
@nytscience
@rdene915
@tedtalks
@sendit_impact

Top Replied-To in G1:
@kumeshwest
@rdene915

Top Replied-To in G3:
@educationgovuk
@mrsvikkitoria
@kerrine25875153

Top Replied-To in G4:

Top Replied-To in G5:
@tes

Top Replied-To in G6:
@physicsjo
@enterprisesbox
@lisa_send
@nedratawwab
@edutopia
@katieannsiobhan
@impactwales
@neuroteachers

Top Replied-To in G7:
@sue_cowley
@drsue22

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@thriveinedu
@edumatchbooks
@getting_smart
@buncee
@goformative
@eyeearlyed
@edxamine
@mjmcalliwrites
@k12prospects

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

Top Mentioned in G2:
@gllspace
@schoolstickers
@mamandaharrison
@s_donarski
@schoolip

Top Mentioned in G3:
@edxamine
@aftteach
@sharemylesson
@aftunion
@journeysinfilm
@ofstednews
@apa
@uscapitol
@justmercyfilm
@educationgovuk

Top Mentioned in G4:
@rigorrelevance
@kgainerteacher
@hempfield
@hempfieldsd
@googleforedu
@edtechdemo
@flipgrid
@pedagoo
@microsoftedu
@appleedu

Top Mentioned in G5:
@tes
@olewis_coaching
@ictevangelist
@headteacherchat
@intel
@ukedchat
@mrswraithmell
@annekeverbeeck1
@olivierdijkmans
@techactive

Top Mentioned in G6:
@fifidelyonbliss
@froehlichm
@womened
@johncosgrove405
@womenedeastern
@thekeysl
@neuroteachers
@coachforschools
@physicsjo
@lisa_send

Top Mentioned in G7:
@eyeearlyed
@adameyleader
@sue_cowley
@aaronearlyyears
@thebethsarah
@sharoncolilles
@jan_dubiel
@juliangrenier
@lizpemtbnm
@_johnsb

Top Mentioned in G8:
@rspb_learning
@inspiringgov
@jewishmuseumldn
@natures_voice
@ukschooltrips
@cadburyworld
@ecoschoolswales
@ecoschools

Top Mentioned in G9:
@savvaslearning
@siopmodel
@showbie
@allyteacherells
@socrative
@sunnysidesa
@posactsel
@techlearning
@tedlasso
@inspiresuite

Top Mentioned in G10:
@chrisdysonht
@paulgarvey4
@mrts_nqts
@edchatind
@edchateu
@toriaclaire
@clcsimon
@simonkidwell
@thosethatcan
@anson_kari

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@xaelbot
@codedailybot
@viralvideovlogs
@cybersecurityn8
@artificialbra1n
@john_siracusa
@jfsebastian146
@coderretweet
@guardian

Top Tweeters in G1:
@artificialbra1n
@john_siracusa
@education_24x7
@spaceageoracle
@satyajit1910
@iamdrwill
@stem_nastics
@scalarhumanity
@gosquad22
@indieangles

Top Tweeters in G2:
@mcleod
@stephenkelley85
@lieberrian
@mrjoshflores
@diegoojeda66
@nurseryworld
@travislape
@janine_sawtell
@brilliantclub
@schoolip

Top Tweeters in G3:
@viralvideovlogs
@rweingarten
@shaulaevans
@aftunion
@natgeo
@distancelrnbot
@indiejenfischer
@katiecouric
@homecurriculum
@mspetter

Top Tweeters in G4:
@flipgrid
@socialdesigncr1
@e_sheninger
@seesaw
@microsoftedu
@classdojo
@kahoot
@wakelet
@m_chiles
@pedagoo

Top Tweeters in G5:
@guardian
@ukedchat
@ictevangelist
@tes
@birthdaymates
@schoolsweek
@headteacherchat
@bbc
@bett_show
@edsupportuk

Top Tweeters in G6:
@womened
@enterprisesbox
@missradders
@honeytres
@edutopia
@unicef
@impactwales
@lisa_send
@autismbucks1
@micwalker

Top Tweeters in G7:
@sue_cowley
@eytalking
@readygen
@aaronearlyyears
@ey_matters
@cosydirect
@eytagteam
@juliangrenier
@eyeearlyed
@alisonmoore63

Top Tweeters in G8:
@natures_voice
@cadburyworld
@ukschooltrips
@rozzerg
@rspb_learning
@ecoschoolswales
@ecoschools
@jewishmuseumldn
@reallybptheatre
@hoylerosemary

Top Tweeters in G9:
@getiftech
@mat6453
@abdulchohan
@techlearning
@socrative
@showbie
@hargreavesbc
@siopmodel
@savvaslearning
@allyteacherells

Top Tweeters in G10:
@raesnape
@chrisdysonht
@paulgarvey4
@edchateu
@alicebellamy
@thosethatcan
@clcsimon
@toriaclaire
@gavinboyd2012
@simonkidwell