aussieED, Twitter, 3/27/2020 6:46:04 PM, 223858


FAQ | Problem?

aussieED_2020-03-27_07-07-55.xlsx
aussieED_2020-03-27_07-07-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 27, 2020
Short Description:
aussieED via NodeXL https://bit.ly/3bza5xd
@catlin_tucker
@zeinachalich
@dzyngier
@steven_kolber
@bar_zie
@abceducationau
@kirsty_costa
@edusum
@from_teachers
@msmscott

Top hashtags:
#aussieed
#remotelearning
#remoteteaching
#edchat
#covid19
#ukedchat
#teachers

Description:
Description
The graph represents a network of 2,810 Twitter users whose tweets in the requested range contained "aussieED", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 27 March 2020 at 14:09 UTC.

The requested start date was Friday, 27 March 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 8-day, 23-hour, 14-minute period from Wednesday, 18 March 2020 at 00:41 UTC to Thursday, 26 March 2020 at 23:55 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 : 2810
Unique Edges : 4179
Edges With Duplicates : 2674
Total Edges : 6853
Number of Edge Types : 4
MentionsInRetweet : 4028
Tweet : 1066
Replies to : 373
Mentions : 1386
Self-Loops : 1066
Reciprocated Vertex Pair Ratio : 0.045823927765237
Reciprocated Edge Ratio : 0.0876322037556659
Connected Components : 98
Single-Vertex Connected Components : 59
Maximum Vertices in a Connected Component : 2644
Maximum Edges in a Connected Component : 6633
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.380737
Graph Density : 0.00058695423581295
Modularity : 0.518666
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 2,810 Twitter users whose tweets in the requested range contained "aussieED", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 27 March 2020 at 14:09 UTC.

The requested start date was Friday, 27 March 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 8-day, 23-hour, 14-minute period from Wednesday, 18 March 2020 at 00:41 UTC to Thursday, 26 March 2020 at 23:55 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 : aussieED
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:
[402] https://catlintucker.com/2020/03/3-ways-to-use-video-conferencing/
[47] https://chrome.google.com/webstore/detail/google-meet-grid-view/bjkegbgpfgpikgkfidhcihhiflbjgfic
[17] http://s3.amazonaws.com/document.issuu.com/200320152146-e23e0085d9bfe38448946647fdd1d3d5/original.file?AWSAccessKeyId=AKIATDDRE5J7UJSLQJFM&Expires=1584768888&Signature=R%2FUGrJ2SMnS8XgoiXjjbN4qVql4%3D
[15] http://www.socialdistancing.wtf
[15] https://www.abc.net.au/btn/classroom/coronavirus-questions/12024698
[13] https://www.youtube.com/watch?v=oqx-2-ItQ50&t=66s

[13] http://esheninger.blogspot.com/2020/03/choice-boards-101-strategies-to-ensure.html
[10] https://www.theguardian.com/world/2020/mar/21/i-feel-expendable-australian-teachers-sound-alarm-about-schools-and-coronavirus
[8] https://www.smh.com.au/national/naplan-to-be-cancelled-for-2020-due-to-covid-19-disruption-20200320-p54c76.html
[7] https://brianhost.blogspot.com/2020/03/edtech-companies-supporting-in-covid-19.html?spref=tw

Top URLs in Tweet in G1:
[3] https://instagram.com/from_teachers
[3] https://twitter.com/AGavrielatos/status/1240892850377592832
[3] https://wakelet.com/wake/7a15f769-a89f-4950-883a-bf5e681019dd
[3] https://www.theguardian.com/world/2020/mar/21/i-feel-expendable-australian-teachers-sound-alarm-about-schools-and-coronavirus
[3] https://catlintucker.com/2020/03/3-ways-to-use-video-conferencing/
[3] https://twitter.com/kateharris003/status/1242699509131444224
[2] https://twitter.com/OttawaMorning/status/1242054400698441729
[2] https://twitter.com/ShanSheppo/status/1242393433970487297
[2] https://beyou.edu.au/resources/news/covid-19
[2] https://educationstore.microsoft.com/en-us/store/private-store

Top URLs in Tweet in G2:
[13] http://s3.amazonaws.com/document.issuu.com/200320152146-e23e0085d9bfe38448946647fdd1d3d5/original.file?AWSAccessKeyId=AKIATDDRE5J7UJSLQJFM&Expires=1584768888&Signature=R%2FUGrJ2SMnS8XgoiXjjbN4qVql4%3D
[5] https://brianhost.blogspot.com/2020/03/edtech-companies-supporting-in-covid-19.html?spref=tw
[5] https://danielleannelynch.com/2020/03/21/beginning-to-theologise-around-a-global-pandemic-covid19/
[5] https://twitter.com/aussieEDchat/status/1241660388476891136
[4] https://theeduflaneuse.com/2020/03/20/covid-19-reform/
[4] https://chrome.google.com/webstore/detail/google-meet-grid-view/bjkegbgpfgpikgkfidhcihhiflbjgfic
[4] https://catlintucker.com/2020/03/3-ways-to-use-video-conferencing/
[4] https://theeduflaneuse.com/2020/03/24/distance-learning-day-1/
[4] https://twitter.com/aussieEDchat/status/1241666176834588673
[4] https://epforlearning.com/

Top URLs in Tweet in G3:
[388] https://catlintucker.com/2020/03/3-ways-to-use-video-conferencing/
[2] https://catlintucker.com/2020/03/combating-social-isolation-when-learning-remotely/
[2] https://catlintucker.com/2020/03/designing-an-online-lesson/
[1] https://catlintucker.com/2020/03/the-balance-featuring-jason-green/
[1] https://www.youtube.com/watch?v=MSgUsyqpoqA&feature=youtu.be

[1] https://curriculummatters.org/2019/02/22/phonics-and-the-love-of-reading-go-hand-in-hand/amp/
[1] http://www.theage.com.au/national/is-it-time-to-transform-naplan-absolutely-20191015-p530vf.html?btis

Top URLs in Tweet in G4:
[6] https://www.weareteachers.com/kinesthetic-reading-activities/#.Xns9vUu_Rsp.twitter
[5] https://www.commonsensemedia.org/blog/free-online-events-activities-kids-at-home-coronavirus
[3] https://www.3dprintingmedia.network/covid-19-3d-printed-valve-for-reanimation-device/
[3] https://www.nytimes.com/2020/03/17/parenting/podcasts-for-kids.html
[3] https://twitter.com/drleannefoster/status/1240646006854860800
[3] https://www.travelandleisure.com/attractions/museums-galleries/museums-with-virtual-tours?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article
[2] https://worldslargestlesson.globalgoals.org/animated-films/
[2] https://twitter.com/HaskettsHSC/status/1240396902341980160
[2] https://www.npr.org/2020/03/19/817885991/panic-gogy-teaching-online-classes-during-the-coronavirus-pandemic
[2] https://twitter.com/t4l_doe/status/1240895969631162369

Top URLs in Tweet in G5:
[41] https://chrome.google.com/webstore/detail/google-meet-grid-view/bjkegbgpfgpikgkfidhcihhiflbjgfic
[5] https://time.com/tfk-free/
[4] https://learn.unleash-learning.com/registration-page-ec9c8df3-6df7-4cd2-ba10-f36f63be6876
[3] https://gregoryoconnor.com/resources/all/
[3] https://macgirl19.wordpress.com/2020/03/24/the-evolution-of-remote-learning-or-what-the-heck-is-it/
[3] https://drive.google.com/file/d/1GES2mfKkZxHZz9BN--2Qk63BoEciEqJG/view?usp=sharing
[2] https://www.technologyreview.com/s/615370/coronavirus-pandemic-social-distancing-18-months/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=social_share&utm_content=2020-03-18
[2] https://sites.google.com/view/mldavidson/digital-breakouts
[2] https://evidenceforlearning.org.au/guidance-reports/improving-mathematics-in-upper-primary-and-lower-secondary/
[1] https://www.linkedin.com/slink?code=eDVkTcp

Top URLs in Tweet in G6:
[13] http://www.socialdistancing.wtf
[6] https://www.theguardian.com/world/2020/mar/21/i-feel-expendable-australian-teachers-sound-alarm-about-schools-and-coronavirus
[3] https://www.theage.com.au/national/victoria/class-time-becomes-screen-time-as-schools-become-homework-20200323-p54d3w.html
[3] https://www.smh.com.au/national/naplan-to-be-cancelled-for-2020-due-to-covid-19-disruption-20200320-p54c76.html
[2] https://www.bamradionetwork.com/track/what-happens-to-special-needs-students-when-teaching-goes-online-this/
[2] https://twitter.com/QueenslandParl1/status/1242346701630976001
[2] https://mailchi.mp/aca.edu.au/aca-update-1254903
[1] https://kidsactivitiesblog.com/135609/list-of-education-companies-offering-free-subscriptions/?fbclid=IwAR0Aua94daHJJeEqVm2IvVxflGbgN9bvjHzL6_kwUEhdL_btxtrK9dlzvhg
[1] https://twitter.com/DanTehanWannon/status/1240555396583940096
[1] https://www.theage.com.au/national/victoria/teachers-on-edge-about-exposure-to-coronavirus-20200318-p54bhf.html

Top URLs in Tweet in G7:
[14] https://www.abc.net.au/btn/classroom/coronavirus-questions/12024698
[4] https://www.youtube.com/watch?v=PcmWVprDOw0

[3] https://education.abc.net.au/newsandarticles/blog/-/b/1419968/three-ways-to-help-your-childs-learning-at-home
[3] https://www.youtube.com/watch?v=ZnwgKgKkA0U

[1] https://actf.com.au/news/view/17327/education-outreach-screenwriting-studies-at-rmit
[1] https://actf.com.au/news/view/17309/7-free-and-educational-ways-to-entertain-your-kids-at-home
[1] https://actf.com.au/news/view/17338/support-learning-with-these-co-viewing-questions
[1] https://actf.com.au/news/view/17329/unlimited-actf-shows-for-young-children-in-kanopy-kids
[1] https://education.abc.net.au/news?sf231630129=1
[1] https://education.abc.net.au/home?sf231671650=1#!/topics

Top URLs in Tweet in G8:
[1] https://www.zoo.org.au/education/zoo-education-online
[1] https://open.spotify.com/episode/0DNjlOwGEhKLtkTDFIlT9A?si=nE6P6YL4SQ-WWnLj6U4aUw
[1] https://www.scienceplaykids.com.au/
[1] https://chrome.google.com/webstore/detail/google-meet-grid-view/bjkegbgpfgpikgkfidhcihhiflbjgfic
[1] https://twitter.com/clairetagliapi1/status/1242023587583647744
[1] https://twitter.com/ToshMcGaughy/status/1241836693180776452
[1] https://twitter.com/EduSum/status/1240603591951273984
[1] https://www.youtube.com/watch?v=PcmWVprDOw0

[1] http://www.socialdistancing.wtf
[1] https://www.abc.net.au/life/teachers-working-through-coronavirus-pandemic-need-kindness/12075544

Top URLs in Tweet in G9:
[13] https://www.youtube.com/watch?v=oqx-2-ItQ50&t=66s

[5] https://www.tes.com/teaching-resource/free-a-level-biology-cells-multiple-choice-questions-12063564
[4] https://mcescher.com/
[4] https://www.youtube.com/watch?v=y5hTA8PEKJo&feature=youtu.be

[4] https://www.tes.com/teaching-resource/ks4-aqa-gcse-physics-science-atomic-structure-revision-knowledge-organiser-12174677
[3] https://www.tes.com/teaching-resource/ks4-aqa-gcse-physics-science-electricity-revision-knowledge-organiser-12175416
[2] https://twitter.com/courosa/status/1243021511675396096
[2] https://www.tes.com/teaching-resource/free-a-level-biology-cardiovascular-system-multiple-choice-questions-12063578
[2] https://www.tes.com/teaching-resource/free-a-level-biology-classification-and-evolution-multiple-choice-questions-12063575
[2] https://www.tes.com/teaching-resource/gcse-chemistry-science-chromatography-required-practical-lesson-12017122

Top URLs in Tweet in G10:
[1] https://globalgtchatpoweredbytagt.wordpress.com/2020/03/25/myths-about-gifted-kids/
[1] https://globalgtchatpoweredbytagt.wordpress.com/2020/03/18/beyond-self-engaging-in-community-service/
[1] https://twitter.com/TXGifted/status/1240274692759523335
[1] https://wakelet.com/wake/41d552ca-2007-4041-adb2-c48a3c0cb029
[1] https://www.aeusa.asn.au/AEUSA/Campaigns/COVID-19_response/AEUSA/Campaigns/COVID-19_response_FAQs.aspx
[1] https://www.abc.net.au/news/2020-03-24/coronavirus-queensland-teachers-over-60-should-not-be-in-class/12076220
[1] https://www.abc.net.au/news/2020-03-24/coronavirus-closes-schools-online-learning-no-internet/12082580
[1] https://www.abc.net.au/news/2020-03-25/school-teachers-question-their-safety-amid-coronoavirus-pandemic/12088294
[1] https://twitter.com/edu_sagov/status/1242633341209214976
[1] https://catlintucker.com/2020/03/3-ways-to-use-video-conferencing/

Top Domains
Top Domains in Tweet in Entire Graph:
[416] twitter.com
[407] catlintucker.com
[103] com.au
[73] youtube.com
[65] google.com
[46] tes.com
[39] blogspot.com
[37] net.au
[27] edu.au
[18] org.au

Top Domains in Tweet in G1:
[59] twitter.com
[5] instagram.com
[4] teachthought.com
[4] com.au
[4] net.au
[3] edu.au
[3] wakelet.com
[3] theguardian.com
[3] catlintucker.com
[2] microsoft.com

Top Domains in Tweet in G2:
[118] twitter.com
[20] com.au
[13] amazonaws.com
[12] blogspot.com
[12] youtube.com
[9] theeduflaneuse.com
[9] google.com
[9] soundcloud.com
[8] edu.au
[8] epforlearning.com

Top Domains in Tweet in G3:
[393] catlintucker.com
[1] youtube.com
[1] curriculummatters.org
[1] com.au

Top Domains in Tweet in G4:
[128] twitter.com
[6] weareteachers.com
[5] youtube.com
[5] commonsensemedia.org
[4] com.au
[4] bit.ly
[3] 3dprintingmedia.network
[3] globalgoals.org
[3] nytimes.com
[3] travelandleisure.com

Top Domains in Tweet in G5:
[50] google.com
[36] twitter.com
[5] time.com
[4] com.au
[4] unleash-learning.com
[3] gregoryoconnor.com
[3] wordpress.com
[2] zoom.us
[2] youtube.com
[2] technologyreview.com

Top Domains in Tweet in G6:
[13] socialdistancing.wtf
[9] com.au
[7] twitter.com
[6] theguardian.com
[5] edu.au
[2] bamradionetwork.com
[2] mailchi.mp
[1] kidsactivitiesblog.com
[1] educationhq.com
[1] apple.com

Top Domains in Tweet in G7:
[21] net.au
[10] youtube.com
[8] com.au
[1] commonsense.org
[1] commonsensemedia.org
[1] timeanddate.com
[1] ibm.com
[1] commoncraft.com
[1] twitter.com
[1] catlintucker.com

Top Domains in Tweet in G8:
[3] twitter.com
[2] spotify.com
[1] org.au
[1] com.au
[1] google.com
[1] youtube.com
[1] socialdistancing.wtf
[1] net.au
[1] catlintucker.com

Top Domains in Tweet in G9:
[38] tes.com
[28] youtube.com
[13] twitter.com
[4] mcescher.com
[3] coolcatteacher.com
[3] teacherspayteachers.com
[2] google.com
[1] wordwall.net
[1] 5280math.com
[1] createsend.com

Top Domains in Tweet in G10:
[3] net.au
[2] wordpress.com
[2] twitter.com
[1] wakelet.com
[1] asn.au
[1] catlintucker.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2463] aussieed
[772] remotelearning
[430] remoteteaching
[345] edchat
[218] covid19
[195] ukedchat
[159] teachers
[142] science
[137] gtchat
[137] tagt



Top Hashtags in Tweet in G1:
[302] aussieed
[35] closetheschools
[33] scottyfrommarketing
[32] auspol
[30] covid19aus
[22] edchat
[20] coronavirusaustralia
[19] edutweetoz
[19] remotelearning
[16] tesoloz

Top Hashtags in Tweet in G2:
[892] aussieed
[144] remotelearning
[68] covid19
[67] primarystemchat
[51] gamechangers
[46] education
[43] distancelearning
[39] edchat
[26] teachers
[25] onlinelearning

Top Hashtags in Tweet in G3:
[390] remotelearning
[388] remoteteaching
[25] students
[10] aussieed
[7] ukedchat
[6] africaed
[6] edchateu
[4] online
[2] edchat
[2] culture

Top Hashtags in Tweet in G4:
[339] aussieed
[141] remotelearning
[78] covid19
[26] womened
[13] edtech
[12] edchat
[10] weleaded
[10] satchat
[10] caedchat
[8] myedoz

Top Hashtags in Tweet in G5:
[157] aussieed
[30] onlinetogetherau
[15] edchat
[12] covid2019au
[11] edtech
[11] remotelearning
[11] learningcommissionlive
[9] edchatnz
[8] phenomenom
[5] covidー19

Top Hashtags in Tweet in G6:
[80] aussieed
[20] remotelearning
[11] edtech
[10] edutwitter
[10] digitech
[7] scottyfrommarketing
[6] edchat
[6] covid19
[6] pln
[6] teachershelpingteachers

Top Hashtags in Tweet in G7:
[89] teachers
[88] parents
[28] aussieed
[14] covid19
[6] vicpln
[5] homeschooling
[5] remotelearning
[4] newsletter
[4] teacher
[4] covid19australia

Top Hashtags in Tweet in G8:
[25] aussieed
[13] coronaaustralia
[7] onlinelearning
[6] acuedu_p
[4] ozedchat
[4] remotelearning
[3] primarystemchat
[2] vicpln
[1] covid19aus
[1] homeschool

Top Hashtags in Tweet in G9:
[153] aussieed
[137] ukedchat
[128] science
[119] nqtchat
[110] edchat
[88] ittchat
[47] aqascience
[28] revision
[25] teamscience
[25] sciencerevision

Top Hashtags in Tweet in G10:
[137] gtchat
[137] tagt
[133] gifted
[133] talented
[46] aussieed
[30] nagc
[30] edchat
[30] parenting
[28] txeduchat
[27] seng

Top Words
Top Words in Tweet in Entire Graph:
[4573] Words in Sentiment List#1: Positive
[1204] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[107954] Non-categorized Words
[113732] Total Words
[2462] #aussieed
[1080] learning
[908] students
[772] #remotelearning
[765] teachers

Top Words in Tweet in G1:
[301] #aussieed
[293] teachers
[211] dzyngier
[190] schools
[139] open
[136] school
[110] expendable
[106] kids
[101] from_teachers
[66] being

Top Words in Tweet in G2:
[892] #aussieed
[205] learning
[173] students
[168] school
[152] teachers
[144] #remotelearning
[131] aussieedchat
[130] need
[122] online
[111] schools

Top Words in Tweet in G3:
[412] catlin_tucker
[390] video
[390] learning
[390] remotely
[390] #remotelearning
[388] ways
[388] use
[388] conferencing
[388] students
[388] #remoteteaching

Top Words in Tweet in G4:
[339] #aussieed
[144] zeinachalich
[141] #remotelearning
[113] ss
[78] #covid19
[76] re
[69] learning
[64] need
[62] school
[54] tweeps

Top Words in Tweet in G5:
[157] #aussieed
[83] teachers
[72] kehall16
[61] learning
[51] edusum
[49] meet
[48] students
[47] need
[47] hangouts
[44] resources

Top Words in Tweet in G6:
[80] #aussieed
[67] steven_kolber
[61] connect
[60] piece
[57] wrote
[57] attempt
[57] represent
[57] sentiment
[57] feelings
[57] colleagues

Top Words in Tweet in G7:
[114] abceducationau
[103] home
[98] school
[89] #teachers
[88] children
[88] #parents
[86] content
[86] helping
[85] abc
[85] committed

Top Words in Tweet in G8:
[167] online
[91] learning
[84] launch
[84] education
[84] ve
[84] resources
[83] excited
[83] zoo
[83] whole
[83] lot

Top Words in Tweet in G9:
[153] #aussieed
[137] #ukedchat
[128] #science
[119] #nqtchat
[110] #edchat
[90] here's
[88] #ittchat
[79] revision
[65] science
[61] gcse

Top Words in Tweet in G10:
[137] #gtchat
[137] #tagt
[135] global
[135] powered
[135] txgifted
[133] #gifted
[133] #talented
[129] topic
[108] gtchatmod
[76] 27

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[416] #remotelearning,#remoteteaching
[414] video,conferencing
[406] learning,remotely
[404] ways,use
[404] remotely,#remotelearning
[403] use,video
[403] students,learning
[402] conferencing,students
[400] catlin_tucker,ways
[166] online,learning

Top Word Pairs in Tweet in G1:
[99] schools,open
[65] guinea,pigs
[61] leave,schools
[57] being,used
[56] public,school
[55] school,teachers
[54] teachers,being
[53] those,haters
[53] haters,criticised
[53] criticised,advocacy

Top Word Pairs in Tweet in G2:
[40] debsnet,neil_selwyn
[39] neil_selwyn,read
[39] read,value
[39] value,schools
[39] schools,become
[39] become,apparent
[39] apparent,need
[39] need,think
[39] think,improve
[38] #gamechangers,#aussieed

Top Word Pairs in Tweet in G3:
[390] learning,remotely
[390] remotely,#remotelearning
[388] ways,use
[388] use,video
[388] video,conferencing
[388] conferencing,students
[388] students,learning
[388] #remotelearning,#remoteteaching
[386] catlin_tucker,ways
[25] being,isolated

Top Word Pairs in Tweet in G4:
[61] #aussieed,#remotelearning
[43] #aussieed,tweeps
[20] #aussieed,#covid19
[17] #remotelearning,#covid19
[17] need,recognise
[17] recognise,teachers
[17] teachers,superheroes
[17] superheroes,start
[17] start,treating
[17] treating,accordingly

Top Word Pairs in Tweet in G5:
[47] hangouts,meet
[41] need,extension
[41] extension,brady
[41] brady,bunch
[41] bunch,tiles
[41] tiles,hangouts
[41] meet,calls
[41] calls,gave
[40] kehall16,need
[40] gave,goo

Top Word Pairs in Tweet in G6:
[57] wrote,piece
[57] piece,attempt
[57] attempt,represent
[57] represent,sentiment
[57] sentiment,feelings
[57] feelings,colleagues
[57] colleagues,connect
[57] connect,broader
[56] steven_kolber,wrote
[56] broader,po

Top Word Pairs in Tweet in G7:
[85] abc,committed
[85] committed,helping
[85] helping,australian
[85] australian,children
[85] children,#teachers
[85] #teachers,#parents
[85] #parents,home
[85] home,school
[85] school,trusted
[85] trusted,content

Top Word Pairs in Tweet in G8:
[84] online,learning
[83] excited,launch
[83] launch,zoo
[83] zoo,education
[83] education,online
[83] online,ve
[83] ve,whole
[83] whole,lot
[83] lot,online
[83] learning,activities

Top Word Pairs in Tweet in G9:
[123] #ukedchat,#science
[113] #science,#nqtchat
[107] #aussieed,#edchat
[86] #nqtchat,#ittchat
[82] #ittchat,#aussieed
[49] here's,quick
[39] here's,today's
[31] revision,task
[31] tesresources,#ukedchat
[28] level,biology

Top Word Pairs in Tweet in G10:
[135] global,#gtchat
[135] powered,#tagt
[135] #tagt,txgifted
[133] #gtchat,#gifted
[133] #gifted,#talented
[133] #talented,powered
[95] txgifted,topic
[75] topic,resources
[67] resources,use
[49] gtchatmod,join

Top Replied-To
Top Replied-To in Entire Graph:
@aussieedchat
@joelbsperanza
@zeinachalich
@jackwurf
@mattoman71
@debsnet
@nicolao_b
@teacherasleader
@hollis_k_
@talkinged19

Top Replied-To in G1:
@mscott
@rurbsoz
@tulip_education
@gregmiller68
@edusum
@claireseldon_ed
@vanonselenp
@conorduffynews
@esiaustralia
@chriscawsey

Top Replied-To in G2:
@aussieedchat
@joelbsperanza
@mattoman71
@zeinachalich
@debsnet
@jackwurf
@teacherasleader
@nicolao_b
@talkinged19
@doctor_harves

Top Replied-To in G4:
@edusum
@cjpb63
@townesy77
@megsamanda
@tee_da_mac
@zeinachalich
@aussieedchat
@kerszi
@adrianodiprato
@youtube

Top Replied-To in G5:
@_mandywalsh
@paulajamieson
@giftedtawk
@danielandrewsmp

Top Replied-To in G6:
@sbradbeer
@adrianodiprato
@adamlcarey
@emma_on_tap
@deanpearman
@microbit_edu
@covid_australia

Top Replied-To in G7:
@commoncraft
@kimbalee_hodges

Top Replied-To in G9:
@paulgarvey4

Top Mentioned
Top Mentioned in Entire Graph:
@catlin_tucker
@zeinachalich
@dzyngier
@txgifted
@abceducationau
@from_teachers
@gtchatmod
@steven_kolber
@debsnet
@kirsty_costa

Top Mentioned in G1:
@dzyngier
@from_teachers
@scottmorrisonmp
@kathleen_morris
@nsweducation
@gladysb
@edutweetoz
@zeinachalich
@teachersfed
@tesoloz

Top Mentioned in G2:
@zeinachalich
@debsnet
@aussieedchat
@adrianodiprato
@ponderingdan
@neil_selwyn
@joelbsperanza
@gamechangerspc
@hostbrian
@thefusecup

Top Mentioned in G3:
@catlin_tucker
@nathanielrswain

Top Mentioned in G4:
@zeinachalich
@mcardlejen
@schoolbox
@sscommunicate
@googleforedu
@adamsomes
@rosaisiah
@debsnet
@talkinged19
@nelly_peta

Top Mentioned in G5:
@kehall16
@edusum
@aliceinframes
@becspink
@annabelastbury
@talkinged19
@zeinachalich
@mcwilkins1
@downieandrea
@mrstevecrowe

Top Mentioned in G6:
@steven_kolber
@auscompacademy
@groklearning
@art_cathyhunt
@nickyringland
@imerinet
@nicolao_b
@modernteaching
@zeinachalich
@misskyritsis

Top Mentioned in G7:
@abceducationau
@behindthenews
@ozkidstv
@kanopy
@digilearnvic
@steven_kolber
@annabelastbury
@dzyngier
@zeinachalich
@missourisandt

Top Mentioned in G8:
@kirsty_costa
@brendanedu
@laurenkelly_10
@tony_v_stem_edu
@from_teachers
@kehall16
@abceducationau
@adamsomes
@behindthenews
@annabelastbury

Top Mentioned in G9:
@teacherchalky1
@tesresources
@youtube
@ictmagic
@gareth_metcalfe
@mathscirclesoz
@humaned_au
@amsischools
@standouted
@bibliokat

Top Mentioned in G10:
@txgifted
@gtchatmod
@yellowreadis
@historicaonline
@aeusa
@marshall_steven
@catlin_tucker

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@mackaysuzie
@telstra
@cybersec_feeds
@msmwatchdog2013
@guardian
@randlight
@markplackett1
@yathinkn
@ketaminh

Top Tweeters in G1:
@mackaysuzie
@msmwatchdog2013
@randlight
@markplackett1
@yathinkn
@rbjron
@wgarnews
@jrweaver55
@broomstick33
@sydnets

Top Tweeters in G2:
@time
@ronpyke
@bar_zie
@thenextweb
@flipgrid
@mayur_shingote
@beges007
@mrkempnz
@chatcher2
@gladwethoughtof

Top Tweeters in G3:
@robinmcouch
@alicekeeler
@erobbprincipal
@nopiedra
@toddwhitaker
@naomiharm
@anotherschwab
@pirkkoelf
@pen63
@kytoy15

Top Tweeters in G4:
@entwistletx
@shiftparadigm
@womened
@scalarhumanity
@astsupportaali
@melanielybarger
@vivienneporritt
@mocchan98
@allenandunwin
@rosaisiah

Top Tweeters in G5:
@cunningham_cch
@stevemolk
@joedale
@annabelastbury
@lilylauren
@rowlandm
@l__i_sa
@techreview
@markj_ohnson
@marycjen

Top Tweeters in G6:
@guardian
@johnlacey
@blogmywiki
@gregbcurran
@developerjack
@youmakerobots
@biancah80
@jonharper70bd
@philipdalidakis
@steampunk_prof

Top Tweeters in G7:
@jurylady5
@d_melissa2
@mangotree_books
@djobling
@fiercedinosaur
@mandyhoskin1
@lke73_historian
@abcemergency
@darwinorthoz
@ainsindahouse

Top Tweeters in G8:
@barkymalarkey1
@noadanioz
@johnqgoh
@aliceleung
@womensciaust
@griffin_ghia
@mjcreid
@nobleknits2
@tombarrett
@mallettcaroline

Top Tweeters in G9:
@abc
@couriermail
@drmnikfar
@ictmagic
@paulgarvey4
@coolcatteacher
@iteachmathall
@skymazef3
@blacktopmediauk
@jeaned70

Top Tweeters in G10:
@mysticshanyn
@douance_quebec
@gtchatmod
@chrstinef
@teresaflutemath
@ljconrad
@geofex
@twiggyboty
@laughingatchaos
@anpaus4


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