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aussieED_2020-08-14_07-21-37.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2020
Short Description:
aussieED via NodeXL https://bit.ly/3fY4gLl
@zeinachalich
@catlin_tucker
@bar_zie
@mrsalakas
@e_sheninger
@abceducationau
@dzyngier
@steven_kolber
@trev_mackenzie
@edchateu

Top hashtags:
#aussieed
#ukedchat
#edchat
#edchateu
#africaed
#education
#edchatnz
#vicpln

Description:
Description
The graph represents a network of 2,151 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, 14 August 2020 at 14:25 UTC.

The requested start date was Friday, 14 August 2020 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, 16-hour, 28-minute period from Friday, 31 July 2020 at 00:31 UTC to Thursday, 13 August 2020 at 17:00 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 : 2151
Unique Edges : 2329
Edges With Duplicates : 8479
Total Edges : 10808
Number of Edge Types : 5
Retweet : 2524
MentionsInRetweet : 3829
Replies to : 702
Mentions : 2758
Tweet : 995
Self-Loops : 1032
Reciprocated Vertex Pair Ratio : 0.106173432620706
Reciprocated Edge Ratio : 0.191965255157438
Connected Components : 88
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 1964
Maximum Edges in a Connected Component : 10497
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.352363
Graph Density : 0.000995751029807661
Modularity : 0.302349
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,151 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, 14 August 2020 at 14:25 UTC.

The requested start date was Friday, 14 August 2020 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, 16-hour, 28-minute period from Friday, 31 July 2020 at 00:31 UTC to Thursday, 13 August 2020 at 17:00 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:
[137] https://catlintucker.com/2020/08/engage-elementary-students-online/
[89] https://catlintucker.com/2020/07/flipped-learning-flow-for-blended-or-online/
[74] http://esheninger.blogspot.com/2020/08/5-keys-for-successful-remote-learning.html
[57] https://www.afr.com/work-and-careers/education/parents-ask-for-relief-on-private-school-fees-20200731-p55hdq
[39] http://esheninger.blogspot.com/2020/08/keeping-kids-engaged-in-remote-learning.html
[30] https://gregashman.wordpress.com/2020/08/02/phonics-and-the-voynich-manuscript/
[29] https://gregashman.wordpress.com/2020/08/06/phonics-the-truth-will-out/
[20] https://drive.google.com/drive/folders/1Rxld6UaFMeXVploaQa6tP94TOkixVb6u?usp=sharing
[11] https://gregashman.wordpress.com/2020/08/10/the-very-much-elite-and-most-highly-regarded-experts-at-the-foundation-for-literacy-and-learning/
[9] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DoTdPLyIm8bE%26feature%3Dyoutu.be&q=EgS4SO-bGKLX0PkFIhkA8aeDSxfIwuMYrh8u1H_BBy54n8lUbjNzMgFy

Top URLs in Tweet in G1:
[3] http://esheninger.blogspot.com/2020/08/5-keys-for-successful-remote-learning.html
[3] https://web.cvent.com/event/1a508d3a-ece4-4894-bc76-e0a9dd49649f/summary
[3] https://twitter.com/gregwhitby/status/1289873918992371714
[3] https://twitter.com/aussieEDchat/status/1292411568567848960
[3] https://twitter.com/aussieEDchat/status/1292415373753692165
[3] https://twitter.com/aussieedchat/status/1292409042812510208
[3] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DoTdPLyIm8bE%26feature%3Dyoutu.be&q=EgS4SO-bGKLX0PkFIhkA8aeDSxfIwuMYrh8u1H_BBy54n8lUbjNzMgFy
[2] https://twitter.com/ZeinaChalich/status/1291919240681803777
[2] https://edtech.threadless.com/
[2] https://twitter.com/gregwhitby/status/1289872075658678272

Top URLs in Tweet in G2:
[135] https://catlintucker.com/2020/08/engage-elementary-students-online/
[85] https://catlintucker.com/2020/07/flipped-learning-flow-for-blended-or-online/
[1] https://catlintucker.com/2020/07/8-ideas-designed-to-engage-students-online/
[1] https://twitter.com/catlin_tucker/status/1293682555640664064
[1] http://esheninger.blogspot.com/2020/08/5-keys-for-successful-remote-learning.html

Top URLs in Tweet in G3:
[6] https://silverliningforlearning.org
[4] https://twitter.com/gregwhitby/status/1289878768908025857
[4] https://spark.adobe.com/page/yoIxhofamR56v/
[3] https://twitter.com/gregwhitby/status/1289881619948421120
[3] https://www.michaelaepstein.com.au/post/teacher-agency-and-intuition
[2] https://twitter.com/leanneguillon/status/1292578890276249600
[2] https://twitter.com/gregwhitby/status/1289466201186304000
[2] https://twitter.com/gregwhitby/status/1289884351132340225
[2] https://rms.isq.qld.edu.au/files/Weblive_OSOF/Catalyst_for_change_2020.pdf
[2] https://twitter.com/gregwhitby/status/1289873918992371714

Top URLs in Tweet in G4:
[68] http://esheninger.blogspot.com/2020/08/5-keys-for-successful-remote-learning.html
[38] http://esheninger.blogspot.com/2020/08/keeping-kids-engaged-in-remote-learning.html
[2] https://pages.send.grammarly.com/Share.aspx?i=62acc481f1de81c235da6c361bda2a1d271f362d3e1bcf6448d3a2f40701a50b
[2] https://www.youtube.com/watch?v=-lXF4H0jvFo&feature=youtu.be

[2] https://twitter.com/thensrf/status/1291399004224446465
[1] https://twitter.com/alisonkis/status/1289576546173255683
[1] https://twitter.com/gregwhitby/status/1289873918992371714
[1] https://twitter.com/S_ODwyer/status/1291381376130772992
[1] https://twitter.com/inquiryfive/status/1290674876454297601
[1] https://twitter.com/thensrf/status/1292457976670965760

Top URLs in Tweet in G5:
[5] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DoTdPLyIm8bE%26feature%3Dyoutu.be&q=EgS4SO-bGKLX0PkFIhkA8aeDSxfIwuMYrh8u1H_BBy54n8lUbjNzMgFy
[3] https://d1wqtxts1xzle7.cloudfront.net/64076573/S%20Kolber%20A%20new%20entrant%20into%20online%20professional%20learning.pdf?1596362279=&response-content-disposition=inline%3B+filename%3DA_new_entrant_into_online_professional_l.pdf&Expires=1596888628&Signature=aof55iR8pcGgSB~Eb3WlxboGGDjppYKk6dF~w2jqNi2VL~UK5SivtzGZRK-dLQDqrKjQRfXyth5AXxSG8LQA9t~U0exu1a9xVaCyT6UqzlDo2H2WM9Fn3SmekUvclap~x6Yb2-~S4tsWfeds-K30yuNlYjUrhBRXz~qMLFZ5b7ZY27s9BcWyEJuFuIHJT-ulmykgI7aZoXag-FR9zqI43J8tU2~KFWVvnwDnaONWnbfSMeBDk~EaSDfBhxjajKpoNcH3JDQzgIbWmkcpbhrTq65NjCzaokTNjl3oaJOV37Qscqst3UIAuOMdOau8zDk4U0t3Z5LmGP5DHGwk1zB-8Q__&Key-Pair-Id=APKAJLOHF5GGSLRBV4ZA
[3] https://theeduflaneuse.com/2020/07/27/educators-being-better-together/
[2] https://twitter.com/gregwhitby/status/1289872075658678272
[2] https://twitter.com/gregwhitby/status/1289873918992371714
[2] https://www.youtube.com/watch?v=sl1DYqjr9ZI&list=PLChQokS9xAQaUgXDP3azu0FlXe8zS3Y3x&index=6

[2] https://educationonair.withgoogle.com/events/anywhereschool2020
[1] https://twitter.com/gregwhitby/status/1289876425122541571
[1] https://twitter.com/gregwhitby/status/1289878768908025857
[1] https://twitter.com/gregwhitby/status/1289881619948421120

Top URLs in Tweet in G6:
[2] https://twitter.com/Jackie_Mikami/status/1290180627304652801
[1] https://twitter.com/MegGlobalEd/status/1291295501015379969
[1] https://www.edutopia.org/article/using-social-media-build-personal-learning-network
[1] https://twitter.com/Jackie_Mikami/status/1290186660601241600
[1] https://twitter.com/Jackie_Mikami/status/1290187562435268608
[1] https://www.linkedin.com/pulse/future-education-covid-19-challenges-opportunities-lottie-dowling-/
[1] https://dictionary.cambridge.org/dictionary/english/antipodes
[1] https://twitter.com/ALIANational/status/1291539554999111681
[1] https://twitter.com/AsiaSocietyAus/status/1288338028717461508
[1] https://twitter.com/abceducationau/status/1293510894891290624

Top URLs in Tweet in G7:
[2] https://www.abc.net.au/tveducation/
[2] https://www.teachermagazine.com.au/
[2] https://www.brisbanetimes.com.au/education/one-in-three-schools-agree-to-phonics-reading-check-as-critics-sound-alarm-20200731-p55heb.html?ref=rss&utm_medium=rss&utm_source=rss_feed
[1] https://www.abc.net.au/cm/lb/12531218/data/term-3-extended-schedule-10-aug-25-sept-data.pdf?utm_medium=social&utm_content=sf236700911&utm_campaign=abc_education&utm_source=t.co&sf236700911=1
[1] https://www.abc.net.au/cm/lb/12531218/data/term-3-extended-schedule-10-aug-25-sept-data.pdf?utm_medium=social&utm_content=sf236735426&utm_campaign=abc_education&utm_source=t.co&sf236735426=1
[1] https://www.abc.net.au/cm/lb/12436734/data/term-3-daily-schedule-data.pdf?utm_medium=social&utm_content=sf236552597&utm_campaign=abc_education&utm_source=t.co&sf236552597=1
[1] https://www.abc.net.au/cm/lb/12531218/data/term-3-extended-schedule-10-aug-25-sept-data.pdf?utm_medium=social&utm_content=sf236654356&utm_campaign=abc_education&utm_source=t.co&sf236654356=1
[1] https://theconversation.com/there-are-3-new-closing-the-gap-education-targets-heres-what-they-miss-143741
[1] https://www.teachermagazine.com.au/articles/virtually-there-online-teaching-and-learning-in-music-education#When:21:00:00Z
[1] https://theconversation.com/exhausted-beyond-measure-what-teachers-are-saying-about-covid-19-and-the-disruption-to-education-143601

Top URLs in Tweet in G8:
[56] https://www.afr.com/work-and-careers/education/parents-ask-for-relief-on-private-school-fees-20200731-p55hdq
[2] https://www.smh.com.au/education/one-in-three-schools-agree-to-phonics-reading-check-as-critics-sound-alarm-20200731-p55heb.html
[1] https://dandolo.engagementhub.com.au/consultation-on-select-recommendations-for-the-literacy-and-numeracy-test-for-initial-teacher-education-students#.XyJZGELHIEs.twitter
[1] https://www.smh.com.au/national/naplan-attendance-and-aspiration-best-indicators-of-hsc-results-20200728-p55gbi.html
[1] https://apo.org.au/node/307267
[1] https://theaimn.com/right-wing-think-tank-experts-no-teaching-experience-dictate-coalition-education-policy/
[1] https://www.theaustralian.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.theaustralian.com.au%2fnation%2fdirect-instruction-data-shows-learning-growth%2fnews-story%2f4d04b37bf6347d8d75bb0c169cf2d7eb
[1] https://link.medium.com/U0G1osLJz8
[1] https://www.nytimes.com/column/nice-white-parents
[1] https://www.teachersuperstore.com.au/?cn=1382|1146&kw=Spelling

Top URLs in Tweet in G9:
[2] https://twitter.com/MariahTess1/status/1290782501229613056
[1] https://www.news.com.au/lifestyle/parenting/school-life/year-12-student-calls-on-state-government-to-cancel-vce-exams/news-story/efb34c8b0f4f22df3414b1c3556cdd30
[1] https://twitter.com/cullinanecarl/status/1293828109809192962
[1] https://www.backtofrontmaths.com.au/lessons-bank/b2fmathshome
[1] https://www.vcaa.vic.edu.au/news-and-events/bulletins-and-updates/bulletin/2020/61Aug/Pages/61AugVCEAssessment.aspx?utm_medium=email&utm_campaign=VCAA+Bulletin+%7C+No.61+%7C+August+2020&utm_content=Rescheduled+dates+for+the+2020+General+Achievement+Test+%28GAT%29+and+Extended+InvestigationCritical+Thinking+Test&utm_source=www.vision6.com.au
[1] https://www.aisnsw.edu.au/courses/pages/CourseDetails.aspx?vId=e689967f0338ea11a2c5f959f191efeb
[1] https://educationhq.com/news/study-finds-music-and-arts-essential-for-social-inclusion-in-schools-79052/?utm_medium=email&utm_campaign=EducationWeek%20Australia%20July%2010&utm_content=EducationWeek%20Australia%20July%2010%20CID_8c691c6af6b73c79779d0240b260d638&utm_source=EducationHQ%20Campaigns&utm_term=Study%20finds%20music%20and%20arts%20essential%20for%20social%20inclusion%20in%20schools
[1] https://www.aisnsw.edu.au/courses/pages/CourseDetails.aspx?cId=f5a5da0b53cc458a8318e026c586ecf4
[1] https://www.aisnsw.edu.au/newsroom?ArticleId=36fbeb3c-5624-4fe4-909a-cb64fdd871a5&_cldee=bHdyaWdodEBhaXNuc3cuZWR1LmF1&recipientid=contact-803364f12be4e4119383005056b81031-e0dfc4aebd4d4cd98d855960eed3a549&esid=e6eb1d11-11d2-ea11-a2c8-0050568d2360
[1] https://www.edsurge.com/news/2020-07-27-online-cheating-isn-t-going-away-use-it-as-a-teachable-moment-for-students-and-educators

Top URLs in Tweet in G10:
[3] https://trevormackenzie.us15.list-manage.com/subscribe?u=93df3aa06ad453335357eac7c&id=609e077fd3
[2] https://catlintucker.com/2020/07/flipped-learning-flow-for-blended-or-online/
[1] https://www.youtube.com/channel/UC2GXyoFLc0F15zEVp7ueBpg/playlists
[1] https://courses.teacherspd.net/offers/TTxSbUSu/checkout
[1] http://www.teacherspd.net/the-importance-of-goal-setting-for-teacher-professional-learning/
[1] http://esheninger.blogspot.com/2020/08/keeping-kids-engaged-in-remote-learning.html
[1] https://catlintucker.com/2020/08/engage-elementary-students-online/

Top Domains
Top Domains in Tweet in Entire Graph:
[317] twitter.com
[227] catlintucker.com
[114] blogspot.com
[100] wordpress.com
[73] com.au
[58] afr.com
[42] google.com
[37] edu.au
[32] youtube.com
[19] facebook.com

Top Domains in Tweet in G1:
[105] twitter.com
[13] youtube.com
[6] google.com
[5] facebook.com
[5] com.au
[4] theeducatoronline.com
[3] blogspot.com
[3] cvent.com
[2] threadless.com
[2] afr.com

Top Domains in Tweet in G2:
[221] catlintucker.com
[1] twitter.com
[1] blogspot.com

Top Domains in Tweet in G3:
[116] twitter.com
[6] silverliningforlearning.org
[5] com.au
[4] edu.au
[4] adobe.com
[3] forbes.com
[2] theconversation.com
[2] humanitix.com
[2] google.com
[2] timkitchen.net

Top Domains in Tweet in G4:
[106] blogspot.com
[7] twitter.com
[2] grammarly.com
[2] youtube.com
[1] linkedin.com
[1] catlintucker.com

Top Domains in Tweet in G5:
[14] twitter.com
[5] google.com
[3] cloudfront.net
[3] youtube.com
[3] com.au
[3] theeduflaneuse.com
[2] wordpress.com
[2] withgoogle.com
[1] patreon.com
[1] co.uk

Top Domains in Tweet in G6:
[10] twitter.com
[1] edutopia.org
[1] linkedin.com
[1] cambridge.org
[1] meglanguages.com
[1] gov.uk
[1] edu.au

Top Domains in Tweet in G7:
[13] com.au
[8] net.au
[5] edu.au
[4] edutopia.org
[3] theconversation.com
[3] org.au
[1] google.com
[1] twitter.com
[1] ac.uk
[1] cyberpsychologyresearchgroup.org

Top Domains in Tweet in G8:
[56] afr.com
[8] com.au
[1] org.au
[1] theaimn.com
[1] medium.com
[1] nytimes.com
[1] net.au

Top Domains in Tweet in G9:
[16] twitter.com
[7] edu.au
[2] com.au
[1] educationhq.com
[1] edsurge.com
[1] eschoolnews.com
[1] commonsensemedia.org
[1] net.au

Top Domains in Tweet in G10:
[3] list-manage.com
[3] catlintucker.com
[2] teacherspd.net
[1] youtube.com
[1] blogspot.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3396] aussieed
[467] ukedchat
[411] edchat
[385] edchateu
[181] africaed
[152] education
[132] edchatnz
[130] vicpln
[128] globaled
[119] edutwitter



Top Hashtags in Tweet in G1:
[1339] aussieed
[37] pln
[34] primarystemchat
[28] tlapdownunder
[28] plnpower
[19] tm6
[18] vicpln
[17] pstchat
[16] thewalkinged
[12] edchat

Top Hashtags in Tweet in G2:
[237] aussieed
[225] edchateu
[142] africaed
[91] ukedchat
[85] edchatnz
[18] edchat
[17] blendedlearning
[14] remotelearning
[12] distancelearning
[12] hybridlearning

Top Hashtags in Tweet in G3:
[521] aussieed
[25] vicpln
[16] edchat
[14] covid19
[13] womened
[12] teachvic
[10] edtech
[10] plnpower
[9] victoria
[9] edtechchat

Top Hashtags in Tweet in G4:
[147] aussieed
[120] edchateu
[111] ukedchat
[105] intled
[104] globaled
[69] 808educate
[12] edchat
[11] edchatmena
[11] africaed
[8] asiaed

Top Hashtags in Tweet in G5:
[189] aussieed
[13] teachmeet
[8] vicpln
[8] tm6
[8] educoach
[7] edureading
[7] covidvic19
[7] edchat
[6] tmmelb
[5] geta

Top Hashtags in Tweet in G6:
[71] aussieed
[25] ukedchat
[25] sltchat
[25] womened
[20] edchat
[13] edtech
[13] globaled
[12] ukpastoralchat
[11] langchat
[10] asiaed

Top Hashtags in Tweet in G7:
[75] aussieed
[24] auspol
[23] abcme
[23] straya
[23] ausuni
[23] edutweetoz
[23] nswdoe
[17] teachers
[13] k12futureready
[12] parents

Top Hashtags in Tweet in G8:
[81] aussieed
[6] podcast
[5] pisa2018
[1] pstchat
[1] newteachertribe
[1] auspol
[1] evidence
[1] englished
[1] atar
[1] childcare

Top Hashtags in Tweet in G9:
[45] aussieed
[21] auspol
[12] education
[9] auspol2020
[9] lantite
[7] edchat
[7] auspolsocorrupt
[6] learning
[4] iteachmath
[4] teacher

Top Hashtags in Tweet in G10:
[45] inquiry
[28] aussieed
[24] inquirymindset
[18] diveintoinquiry
[15] ukedchat
[14] edchat
[9] cuechat
[7] caedchat
[6] ibpyp
[5] tosachat

Top Words
Top Words in Tweet in Entire Graph:
[3375] #aussieed
[612] learning
[517] students
[464] #ukedchat
[409] #edchat
[399] chat
[389] mrsalakas
[386] zeinachalich
[383] #edchateu
[381] join

Top Words in Tweet in G1:
[1329] #aussieed
[278] chat
[276] mrsalakas
[240] aussieedchat
[221] zeinachalich
[149] gregwhitby
[145] 300th
[123] learning
[122] join
[103] many

Top Words in Tweet in G2:
[237] #aussieed
[230] online
[227] catlin_tucker
[225] #edchateu
[148] students
[142] #africaed
[137] designed
[137] engage
[135] 10
[135] strategies

Top Words in Tweet in G3:
[519] #aussieed
[117] learning
[117] zeinachalich
[117] gregwhitby
[69] chat
[67] school
[64] teachers
[60] mrsalakas
[58] aussieedchat
[51] people

Top Words in Tweet in G4:
[147] #aussieed
[118] #edchateu
[115] learning
[111] #ukedchat
[107] remote
[105] #intled
[104] e_sheninger
[69] #808educate
[68] keys
[68] successful

Top Words in Tweet in G5:
[189] #aussieed
[51] school
[47] learning
[34] steven_kolber
[32] coaching
[29] mrsalakas
[29] gregwhitby
[27] debsnet
[26] pandemic
[24] society

Top Words in Tweet in G6:
[69] #aussieed
[26] vivgrant
[25] #ukedchat
[25] #sltchat
[25] #womened
[20] #edchat
[20] 10
[18] chat
[17] lottiedowlingnz
[14] twitter

Top Words in Tweet in G7:
[75] #aussieed
[69] abceducationau
[44] students
[38] tomorrow
[30] 10
[30] education
[28] join
[27] acaraeduau
[25] learn
[24] primary

Top Words in Tweet in G8:
[116] schools
[81] #aussieed
[70] dzyngier
[64] parents
[59] public
[59] private
[56] come
[56] outperform
[56] free
[20] nice

Top Words in Tweet in G9:
[47] teaching
[46] teachers
[45] #aussieed
[45] kennedy_tierney
[45] victorian
[45] written
[44] weeks
[44] maths
[44] specifically
[44] home

Top Words in Tweet in G10:
[74] trev_mackenzie
[60] pd
[59] minute
[45] #inquiry
[43] inquiry
[38] students
[37] agency
[37] co
[35] explore
[35] providing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[191] #aussieed,#ukedchat
[143] remote,learning
[142] #aussieed,#edchateu
[140] students,online
[139] designed,engage
[137] 10,strategies
[137] strategies,designed
[137] engage,elementary
[137] elementary,students
[137] online,#africaed

Top Word Pairs in Tweet in G1:
[78] 300th,chat
[49] #aussieed,chat
[38] welcome,#aussieed
[37] #aussieed,tonight
[33] celebrate,300th
[32] tonight,honour
[32] honour,300th
[32] 300th,global
[32] global,chat
[32] chat,spirit

Top Word Pairs in Tweet in G2:
[137] designed,engage
[135] 10,strategies
[135] strategies,designed
[135] engage,elementary
[135] elementary,students
[135] students,online
[135] online,#africaed
[135] #africaed,#aussieed
[135] #aussieed,#edchateu
[134] catlin_tucker,10

Top Word Pairs in Tweet in G3:
[21] #aussieed,tweeps
[14] 300th,chat
[14] ownership,learning
[13] shift,power
[13] power,relationship
[13] relationship,put
[13] put,ownership
[13] learning,hands
[13] hands,learner
[13] learner,move

Top Word Pairs in Tweet in G4:
[107] #aussieed,#ukedchat
[106] remote,learning
[104] #edchateu,#intled
[103] learning,#aussieed
[68] keys,successful
[68] successful,remote
[68] #ukedchat,#808educate
[66] #808educate,#edchateu
[64] e_sheninger,keys
[54] #intled,#globaledâ

Top Word Pairs in Tweet in G5:
[22] pandemic,shown
[22] shown,importance
[22] importance,schoolâ
[22] schoolâ,beyond
[22] beyond,learning
[22] learning,achievement
[22] achievement,school
[22] school,important
[22] important,functions
[22] functions,society

Top Word Pairs in Tweet in G6:
[19] #sltchat,#ukedchat
[19] #ukedchat,#womened
[16] vivgrant,10
[13] #womened,#edchat
[13] #edchat,#aussieed
[12] 10,steps
[12] steps,happiness
[12] happiness,#sltchat
[12] #womened,#aussieed
[12] #aussieed,#edtech

Top Word Pairs in Tweet in G7:
[26] tomorrow,10
[24] primary,lower
[24] lower,secondary
[24] abceducationau,tomorrow
[23] 10,15am
[23] 15am,upper
[23] upper,primary
[23] secondary,students
[23] students,tune
[23] tune,#abcme

Top Word Pairs in Tweet in G8:
[57] private,schools
[56] come,parents
[56] parents,public
[56] public,schools
[56] schools,outperform
[56] outperform,private
[56] schools,free
[56] free,#aussieed
[55] dzyngier,come
[20] nice,white

Top Word Pairs in Tweet in G9:
[45] victorian,teachers
[44] teachers,weeks
[44] weeks,maths
[44] maths,written
[44] written,specifically
[44] specifically,home
[44] home,teaching
[44] teaching,entirely
[43] kennedy_tierney,victorian
[43] entirely,freâ

Top Word Pairs in Tweet in G10:
[35] minute,inquiry
[35] inquiry,pd
[35] pd,explore
[35] explore,providing
[35] providing,agency
[35] agency,scaffolding
[35] scaffolding,ownership
[35] ownership,co
[35] co,designing
[35] designing,students

Top Replied-To
Top Replied-To in Entire Graph:
@aussieedchat
@gregwhitby
@zeinachalich
@mrsalakas
@steven_kolber
@teacherasleader
@dalynch146
@adrianodiprato
@dothinkeducate
@jackwurf

Top Replied-To in G1:
@aussieedchat
@gregwhitby
@zeinachalich
@mrsalakas
@steven_kolber
@teacherasleader
@dothinkeducate
@dalynch146
@innejf
@jackwurf

Top Replied-To in G3:
@gregwhitby
@steven_kolber
@draketeach
@narellelynch1
@nathan_stevens
@rachael_rob
@zeinachalich
@mrsalakas
@aussieedchat
@juspoidevin

Top Replied-To in G4:
@gregwhitby
@dothinkeducate
@aussieedchat
@zeinachalich
@yeates_mark
@pluke17
@kirtidakale
@steven_kolber
@abhishre

Top Replied-To in G5:
@gregwhitby
@teacherasleader
@adrianodiprato
@sportandiandres
@gregmiller68
@zeinachalich
@aussieedchat
@jackwurf
@cognitiveverb
@c_l_garcia

Top Replied-To in G6:
@zeinachalich
@ponderingdan
@mrsalakas
@aussieedchat
@mattoman71
@stephenheppell
@anncaro11
@markliddell
@sportandiandres

Top Replied-To in G7:
@aussieedchat
@gregwhitby
@sportandiandres
@zeinachalich
@mrsalakas
@aus_scienceweek

Top Replied-To in G8:
@nathanielrswain
@joeabcnews
@ancheetham
@narellelynch1
@stevenj13

Top Replied-To in G9:
@dantehanwannon
@scottmorrisonmp
@tanya_plibersek
@cass_lowry
@mariahtess1

Top Mentioned
Top Mentioned in Entire Graph:
@mrsalakas
@zeinachalich
@catlin_tucker
@aussieedchat
@gregwhitby
@steven_kolber
@e_sheninger
@txgifted
@dzyngier
@teacherasleader

Top Mentioned in G1:
@mrsalakas
@zeinachalich
@aussieedchat
@gregwhitby
@steven_kolber
@teacherasleader
@mattoman71
@ponderingdan
@rachaellehr
@dothinkeducate

Top Mentioned in G2:
@catlin_tucker
@erik_youngman
@saratruebridge
@mrsalakas
@mstoraasli
@e_sheninger
@cathwilliams05
@kehall16

Top Mentioned in G3:
@zeinachalich
@gregwhitby
@mrsalakas
@aussieedchat
@dothinkeducate
@appleedu
@yongzhaoed
@teacherasleader
@rachael_rob
@asftomorrow

Top Mentioned in G4:
@e_sheninger
@thensrf
@cbotbyl
@purviparekh14
@abhishre
@zeinachalich
@shailjajdatt
@doylinesuja
@ffbteachers
@erik_youngman

Top Mentioned in G5:
@steven_kolber
@debsnet
@mrsalakas
@gregwhitby
@zeinachalich
@aussieedchat
@gcieducation
@cmunrooz
@teacherasleader
@emma_on_tap

Top Mentioned in G6:
@vivgrant
@lottiedowlingnz
@mareewhiteley
@megglobaled
@jackie_mikami
@zeinachalich
@annabelastbury
@lisa_crofts
@aiswalanguages
@leongclaire

Top Mentioned in G7:
@abceducationau
@acaraeduau
@annabelcrabb
@nsweducation
@nswsli
@doe_science
@stansw
@education2040
@curriculumnesa
@teachnsw

Top Mentioned in G8:
@dzyngier
@reimerkristin
@teacherasleader
@narellelynch1
@sandynicoll2018
@abcnews
@asharaormit
@steven_kolber
@jordsbaker
@dejaynjd

Top Mentioned in G9:
@kennedy_tierney
@aisnswevidence
@scottmorrisonmp
@dantehanwannon
@jamesmerlinomp
@mariahtess1
@danielandrewsmp
@monashuni
@annastaciamp
@adrianodiprato

Top Mentioned in G10:
@trev_mackenzie
@catlin_tucker
@danjacksontpd
@cameronross3
@hollyclarkedu
@tanyaavrith
@e_sheninger

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@telstra
@femtech_
@sallyrmelb
@msmwatchdog2013
@blanketcrap
@18akgoyal
@darylgibson
@juandoming
@hackneywick

Top Tweeters in G1:
@bar_zie
@mrtallerjerry
@revolp
@shiftparadigm
@womened
@rdene915
@melanie_korach
@burgessdave
@erobbprincipal
@lookforsun

Top Tweeters in G2:
@18akgoyal
@abdoulaye_ms
@stem_nastics
@maryjanekeao
@justusnatuhwera
@athigah
@erik_youngman
@imsouthern
@johnccarver
@booksuperhero2

Top Tweeters in G3:
@sallyrmelb
@designthinkbot
@feralartist
@alexbellars
@newsneus
@ictevangelist
@lilylauren
@taravenn
@wickeddecent
@drdwestonphd

Top Tweeters in G4:
@wagjuer
@ewestaway
@marcelamomberg
@hlc_education
@edchateu
@e_sheninger
@annamaescheuerm
@mgeoghegan22
@viralber
@educre8ive

Top Tweeters in G5:
@jcorippo
@dontochillo
@helenrobertson4
@gayleviticus
@aliceleung
@missyjack
@skymazef3
@shelleylaskin
@lmsekonavimahi
@tedtalks

Top Tweeters in G6:
@hackneywick
@annabelastbury
@rachelorr
@johnbocking
@edutopia
@clcsimon
@musicmind
@australasianedu
@mesterman
@toriaclaire

Top Tweeters in G7:
@robbollingmoore
@biaus
@askgerbil
@mopshell
@lisajbryant
@thisiphone1
@grogsgamut
@geelongcats
@abctv
@aus_scienceweek

Top Tweeters in G8:
@blanketcrap
@darylgibson
@elucidatus
@abcnews
@docwsjames
@australian
@melodycrickett
@phil_b7
@smh
@mangotree_books

Top Tweeters in G9:
@vmwhv
@nikfarmath
@iteachmathall
@natashainoz
@atiyaahdollfie
@leoniegsmith
@khardwickfranco
@sharpshard
@madiganda
@swinburne

Top Tweeters in G10:
@jannahtesl
@classtechtips
@trev_mackenzie
@sylviaduckworth
@hollyclarkedu
@reelresearch
@bronwynwrites
@rlawsum
@tanyaavrith
@lhighfill


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