aussieED, Twitter, 8/28/2020 3:07:44 PM, 233760


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aussieED_2020-08-28_07-21-37.xlsx
aussieED_2020-08-28_07-21-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 28, 2020
Short Description:
aussieED via NodeXL https://bit.ly/32AeYmx
@catlin_tucker
@zeinachalich
@erik_youngman
@reginaschaffer
@bar_zie
@mrsalakas
@e_sheninger
@edchateu
@nathan_stevens
@ffbteachers

Top hashtags:
#aussieed
#edchat
#ukedchat
#remotelearning
#blendedlearning
#education

Description:
Description
The graph represents a network of 1,553 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, 28 August 2020 at 14:24 UTC.

The requested start date was Friday, 28 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 7-day, 16-hour, 30-minute period from Friday, 14 August 2020 at 01:00 UTC to Friday, 21 August 2020 at 17:31 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 1553
Unique Edges : 1212
Edges With Duplicates : 5110
Total Edges : 6322
Number of Edge Types : 5
MentionsInRetweet : 2338
Mentions : 1508
Retweet : 1574
Replies to : 328
Tweet : 574
Self-Loops : 600
Reciprocated Vertex Pair Ratio : 0.0649762282091918
Reciprocated Edge Ratio : 0.12202380952381
Connected Components : 71
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 1365
Maximum Edges in a Connected Component : 5987
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.39055
Graph Density : 0.00111523423238029
Modularity : 0.351899
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,553 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, 28 August 2020 at 14:24 UTC.

The requested start date was Friday, 28 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 7-day, 16-hour, 30-minute period from Friday, 14 August 2020 at 01:00 UTC to Friday, 21 August 2020 at 17:31 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : 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:
[168] https://www.routledge.com/12-Characteristics-of-Deliberate-Homework/Youngman/p/book/9781003002413?utm_source=individuals&utm_medium=shared_link&utm_campaign=B003023_lr1_1au_7pp_d670_2020projectauthorsasselfpromoters
[58] http://esheninger.blogspot.com/2020/08/strategies-to-foster-discourse-and.html
[28] https://gregashman.wordpress.com/2020/08/14/do-schools-need-a-transformation-pasi-sahlberg-jordan-baker-and-greg-ashman/
[15] https://gregashman.wordpress.com/2020/08/13/tackling-racism-in-education/
[14] https://gregashman.wordpress.com/2020/08/14/what-if-we-have-to-cancel-vce-exams-in-victoria/
[12] https://gregashman.wordpress.com/2020/08/15/how-can-we-make-schools-more-equitable/
[8] https://twitter.com/nathan_stevens/status/1294946563119353856
[7] https://edurolearning.lpages.co/coetail/
[7] https://www.scienceweek.net.au/
[6] https://twitter.com/nathan_stevens/status/1294948717490044928

Top URLs in Tweet in G1:
[4] https://catlintucker.com/2020/07/flipped-learning-flow-for-blended-or-online/
[2] https://catlintucker.com/2020/08/engage-elementary-students-online/
[1] https://catlintucker.com/2020/08/video-conferencing-establishing-routines-online/
[1] https://twitter.com/EUErasmusPlus/status/1293872427018027008

Top URLs in Tweet in G2:
[8] https://twitter.com/nathan_stevens/status/1294946563119353856
[6] https://twitter.com/nathan_stevens/status/1294948717490044928
[5] https://twitter.com/nathan_stevens/status/1294945388064014337
[4] https://www.scienceweek.net.au/event/steamzone-science-festival-in-3d/
[3] https://www.smh.com.au/national/new-plan-to-lure-mid-career-workers-into-stem-teaching-20200819-p55ncc.html
[3] https://twitter.com/zeinachalich/status/1294796789472608256
[3] http://observelearndo.blogspot.com/2019/10/how-do-i-teach-steam-5-ideas.html
[3] https://twitter.com/nathan_stevens/status/1294950400110612481
[3] https://twitter.com/nathan_stevens/status/1294959067090374657
[3] https://events.humanitix.com/lessons-from-lockdown-virtual-conference

Top URLs in Tweet in G3:
[151] https://www.routledge.com/12-Characteristics-of-Deliberate-Homework/Youngman/p/book/9781003002413?utm_source=individuals&utm_medium=shared_link&utm_campaign=B003023_lr1_1au_7pp_d670_2020projectauthorsasselfpromoters
[2] https://www.cultofpedagogy.com/marigolds/
[1] http://drive.google.com/file/d/1fGZfTG/
[1] https://twitter.com/torreytrust/status/1294656339453579265
[1] https://onesassysub.blogspot.com/2020/07/18-online-learning-class-rewards.html
[1] https://twitter.com/ms_hsquared/status/1288127748179812352
[1] https://twitter.com/disruptedtoday/status/1294607754238337027
[1] https://twitter.com/readysetcoteach/status/1289214765164789764
[1] https://visualthesaurus.com:443/vocabgrabber/
[1] https://twitter.com/burroughsedk12/status/1293723065399074817

Top URLs in Tweet in G4:
[12] https://www.routledge.com/12-Characteristics-of-Deliberate-Homework/Youngman/p/book/9781003002413?utm_source=individuals&utm_medium=shared_link&utm_campaign=B003023_lr1_1au_7pp_d670_2020projectauthorsasselfpromoters
[7] https://edurolearning.lpages.co/coetail/
[5] https://open.spotify.com/show/7qI3sW6omukja3dhMhHj2v
[3] https://evidencebased.education/science-of-learning-programme/
[2] https://edurolearning.lpages.co/carp-test-coetail/
[2] https://www.youtube.com/watch?v=DLFSgwl_sGo

[2] https://www.growthcoaching.com.au/online-introduction-to-leadership-coaching
[2] https://www.growthcoaching.com.au/programs-1/coaching-for-individuals
[2] http://esheninger.blogspot.com/2020/08/strategies-to-foster-discourse-and.html
[1] https://www.youtube.com/watch?v=pUYFPiux4zw&feature=youtu.be


Top URLs in Tweet in G5:
[55] http://esheninger.blogspot.com/2020/08/strategies-to-foster-discourse-and.html
[5] http://esheninger.blogspot.com/2020/08/keeping-kids-engaged-in-remote-learning.html
[2] http://esheninger.blogspot.com/2020/08/5-keys-for-successful-remote-learning.html
[2] https://www.routledge.com/12-Characteristics-of-Deliberate-Homework/Youngman/p/book/9781003002413?utm_source=individuals&utm_medium=shared_link&utm_campaign=B003023_lr1_1au_7pp_d670_2020projectauthorsasselfpromoters
[1] https://educationhq.com/news/nsw-policymakers-continue-to-protect-a-flawed-school-system-academic-80690/
[1] https://paper.li/collegeboundnet?edition_id=cc30c870-defe-11ea-913c-002590a5ba2d

Top URLs in Tweet in G6:
[4] https://www.scienceweek.net.au/
[1] https://careerswithstem.com.au/stem-jobs-infographic-sources/
[1] https://www.teachermagazine.com.au/
[1] https://www.teachermagazine.com.au/articles/national-science-week-celebrating-science-and-technology-with-students#When:20:00:00Z
[1] https://www.compoundchem.com/2015/07/14/ice-cream/?fbclid=IwAR0pqUnacm-pD8NiIXcuJg2fJx-7VTMuQpW9EThIL4l1Bp0OQ35IrMGOIB0
[1] https://twitter.com/twitter_106785_82342846/status/1295465587573809152
[1] https://www.edutopia.org/article/7-classroom-management-mistakes-and-research-how-fix-them?utm_content=linkpos1&utm_campaign=weekly-2020-08-12&utm_source=edu-legacy&utm_medium=email
[1] https://www.edutopia.org/article/keeping-kindergartners-engaged-distance-learning?utm_content=linkpos4&utm_campaign=weekly-2020-08-12&utm_source=edu-legacy&utm_medium=email
[1] https://www.edutopia.org/article/making-time-reflective-practice?utm_content=linkpos7&utm_campaign=weekly-2020-08-12&utm_source=edu-legacy&utm_medium=email
[1] https://www.edutopia.org/article/starting-year-adaptable-literacy-preassessments?utm_content=linkpos8&utm_campaign=weekly-2020-08-12&utm_source=edu-legacy&utm_medium=email

Top URLs in Tweet in G7:
[3] https://apo.org.au/node/307440
[3] https://educationhq.com/news/nsw-policymakers-continue-to-protect-a-flawed-school-system-academic-80690/
[2] https://www.educationreview.com.au/2019/07/the-lantite-holding-our-degrees-hostage-opinion/
[1] https://www.smh.com.au/national/give-low-income-parents-a-school-choice-that-s-the-key-to-equity-20200812-p55kuu.html
[1] https://twitter.com/GiftedTawk/status/1241470273741824005
[1] https://www.theguardian.com/teacher-network/2015/dec/17/we-need-fewer-exams-and-more-wilderness-in-education
[1] https://www.theguardian.com/education/2020/aug/18/ashton-a-level-student-predicted-results-fiasco-in-prize-winning-story-jessica-johnson-ashton
[1] https://apo.org.au/node/307630
[1] https://theconversation.com/canada-doesnt-fully-fund-its-private-primary-schools-and-australia-shouldnt-either-144281?utm_source=twitter&utm_medium=bylinetwitterbutton
[1] https://twitter.com/NarelleLynch1/status/1296726618535124992

Top URLs in Tweet in G8:
[3] https://www.tes.com/teaching-resource/literacy-and-numeracy-key-word-activity-6373666?utm_content=buffer2522a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.michaelaepstein.com.au/post/two-benefits-of-online-workshops
[1] https://lessontoolbox.wordpress.com/studyrevision-toolbox/
[1] https://www.youtube.com/watch?v=y8kpPoDnFas&feature=youtu.be

[1] http://qamt.qld.edu.au/qamt-state-conference-2020/
[1] https://www.backtofrontmaths.com.au/event/ctg20
[1] https://twitter.com/mic_epstein/status/1276433173962866694
[1] https://twitter.com/mic_epstein/status/1236977708275384320
[1] https://mathsclassrenos.wixsite.com/index/post/renovate-your-maths-week

Top URLs in Tweet in G9:
[1] https://www.scienceweek.net.au/
[1] https://www.youtube.com/watch?v=NjXEi9AHHNA

[1] https://scienceweek.net.au/
[1] https://www.facebook.com/natsciwktas/events/
[1] https://www.youtube.com/channel/UCQUrDG0ptZCDgLBtIKJPh2g
[1] https://theeducationhub.org.nz/learning-from-lockdown-what-seemed-to-work-well/?utm_source=The%20Education%20Hub&utm_campaign=629be55bd5-EMAIL_CAMPAIGN_2020_08_16_09_34&utm_medium=email&utm_term=0_8ac7e8cd61-629be55bd5-108349989&mc_cid=629be55bd5&mc_eid=e070457cd1
[1] https://www.aisnsw.edu.au/newsroom?ArticleId=4146d7e9-fe26-425f-afcb-bece59d734e0
[1] https://www.edweek.org/ew/articles/2020/07/22/tips-for-balancing-work-and-life-while.html?cmp=eml-enl-tu-news3&M=59639283&U=1711397&UUID=d71cedbc4246f2fce50672f4235f9b37
[1] https://www.eschoolnews.com/2020/08/04/teacher-resilience-3-practices-of-teachers-who-toughed-it-out-during-remote-learning/?all
[1] https://www.teachermagazine.com.au/articles/infographic-news-and-young-australians?utm_source=CM&utm_medium=Bulletin&utm_content=11August

Top URLs in Tweet in G10:
[2] https://twitter.com/MetaOptics/status/1296239227785469952
[1] https://www.ayo.com.au/content/rhymes-and-songs-lessons/gkcvmp
[1] https://documentaryaustralia.com.au/project/recorder-queen/
[1] https://twitter.com/google/status/1294331200061022208
[1] https://www.atlasobscura.com/articles/henry-viii-recorder-hero-renaissance-instrument-music
[1] https://www.smh.com.au/national/a-bridge-too-far-concern-about-bans-to-music-programs-in-schools-20200818-p55mxj.html
[1] https://theconversation.com/4-ways-to-teach-youre-sic-kids-about-grammar-so-they-actually-care-144353
[1] https://education.abc.net.au/home#!/search/_SRC:ABC%20Deep%20Dive%20Into%20Australia's%20Ocean%20Odyssey
[1] https://education.nsw.gov.au/student-wellbeing/student-voices/listen#Every1
[1] https://www.abc.net.au/tveducation/programs/a-deep-dive-into-australias-ocean-odyssey/12481814?utm_medium=social&utm_content=sf236868907&utm_campaign=abc_education&utm_source=t.co&sf236868907=1

Top Domains
Top Domains in Tweet in Entire Graph:
[193] twitter.com
[168] routledge.com
[83] wordpress.com
[71] blogspot.com
[54] com.au
[21] youtube.com
[16] net.au
[16] edu.au
[10] goo.gl
[9] lpages.co

Top Domains in Tweet in G1:
[7] catlintucker.com
[1] twitter.com

Top Domains in Tweet in G2:
[126] twitter.com
[9] com.au
[9] youtube.com
[6] net.au
[5] medium.com
[4] theeducatoronline.com
[4] monash.edu
[3] gov.au
[3] educationhq.com
[3] blogspot.com

Top Domains in Tweet in G3:
[151] routledge.com
[22] twitter.com
[2] blogspot.com
[2] cultofpedagogy.com
[1] google.com
[1] visualthesaurus.com
[1] tandfonline.com
[1] peralta.edu
[1] catlintucker.com
[1] edutopia.org

Top Domains in Tweet in G4:
[12] routledge.com
[9] lpages.co
[8] com.au
[6] twitter.com
[5] spotify.com
[3] youtube.com
[3] evidencebased.education
[2] blogspot.com
[1] tes.com
[1] coetail.com

Top Domains in Tweet in G5:
[62] blogspot.com
[2] routledge.com
[1] educationhq.com
[1] paper.li

Top Domains in Tweet in G6:
[5] edutopia.org
[4] net.au
[3] com.au
[3] edu.au
[1] compoundchem.com
[1] twitter.com
[1] bit.ly

Top Domains in Tweet in G7:
[9] twitter.com
[4] org.au
[3] com.au
[3] educationhq.com
[2] theguardian.com
[1] theconversation.com
[1] facebook.com

Top Domains in Tweet in G8:
[3] com.au
[3] tes.com
[2] twitter.com
[1] wordpress.com
[1] youtube.com
[1] edu.au
[1] wixsite.com

Top Domains in Tweet in G9:
[2] net.au
[2] youtube.com
[2] edu.au
[2] com.au
[2] twitter.com
[1] facebook.com
[1] org.nz
[1] edweek.org
[1] eschoolnews.com
[1] sciencedaily.com

Top Domains in Tweet in G10:
[6] twitter.com
[3] com.au
[2] net.au
[1] atlasobscura.com
[1] theconversation.com
[1] gov.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1530] aussieed
[428] edchat
[189] ukedchat
[156] remotelearning
[125] blendedlearning
[120] education
[88] scienceweek
[84] stem
[79] gtchat
[79] gifted



Top Hashtags in Tweet in G1:
[9] aussieed
[7] edchateu
[7] ukedchat
[7] edchatnz
[5] africaed
[3] blendedlearning
[3] onlinelearning
[2] edchat
[1] nycschools
[1] distancelearning

Top Hashtags in Tweet in G2:
[904] aussieed
[61] stem
[33] womened
[24] steam
[20] primarystemchat
[19] thewalkinged
[17] pstchat
[17] womensupportingwomen
[16] edchat
[16] edutwitter

Top Hashtags in Tweet in G3:
[175] edchat
[109] remotelearning
[104] blendedlearning
[43] distancelearning
[37] hybridlearning
[35] aussieed
[31] marigold
[29] ukedchat
[28] globaled
[26] edchateu

Top Hashtags in Tweet in G4:
[84] edchat
[77] aussieed
[40] ukedchat
[31] edchateu
[27] science
[27] nqtchat
[27] ittchat
[23] asiaed
[20] coetail
[18] edutwitter

Top Hashtags in Tweet in G5:
[64] aussieed
[9] ukedchat
[8] edchateu
[8] intled
[8] globaled
[4] 808educate
[3] globaledchat
[3] edchatmena
[3] africaed
[3] remotelearning

Top Hashtags in Tweet in G6:
[53] scienceweek
[43] datavizfriday
[22] aussieed
[12] auspol
[12] straya
[12] ausuni
[12] edutweetoz
[12] nswdoe
[6] k12futureready
[5] auscurric

Top Hashtags in Tweet in G7:
[45] aussieed
[9] auspol
[6] edutwitter
[6] auspol2020
[3] teachertwitter
[3] lantite
[3] auspolsocorrupt
[2] pstchat
[2] education
[2] educationpolicy2020

Top Hashtags in Tweet in G8:
[28] aussieed
[23] ukedchat
[12] edchatnz
[11] asechat
[10] pedagoofriday
[10] physics
[6] sschat
[4] iwishyoutaughtmykids
[4] revising
[4] studying

Top Hashtags in Tweet in G9:
[28] aussieed
[19] deepblue
[18] innovations
[18] future
[18] oceans
[18] drone
[13] education
[10] scienceweek
[9] learning
[9] edchat

Top Hashtags in Tweet in G10:
[21] aussieed
[4] musiced
[4] edchat
[3] remotelearning
[3] primarystemchat
[2] sharedpiano
[2] recorder
[2] scienceweek
[2] stemeducation
[2] science

Top Words
Top Words in Tweet in Entire Graph:
[1539] #aussieed
[568] students
[465] time
[461] online
[428] #edchat
[367] video
[365] catlin_tucker
[355] wondering
[354] structure
[353] conferencing

Top Words in Tweet in G1:
[353] online
[349] students
[348] catlin_tucker
[347] time
[346] wondering
[346] structure
[346] video
[346] conferencing
[346] establishing
[346] routines

Top Words in Tweet in G2:
[904] #aussieed
[248] nathan_stevens
[199] zeinachalich
[139] chat
[131] mrsalakas
[125] learning
[108] mattoman71
[106] stem
[105] steam
[94] steven_kolber

Top Words in Tweet in G3:
[175] #edchat
[161] erik_youngman
[109] #remotelearning
[104] #blendedlearning
[50] students
[43] #distancelearning
[41] cultofpedagogy
[37] #hybridlearning
[35] #aussieed
[34] teaching

Top Words in Tweet in G4:
[84] #edchat
[77] #aussieed
[41] use
[40] #ukedchat
[38] gcieducation
[36] coaching
[35] quick
[35] classroom
[34] here's
[34] idea

Top Words in Tweet in G5:
[64] #aussieed
[62] e_sheninger
[62] remote
[62] learning
[56] strategies
[56] foster
[56] discourse
[56] collaboration
[56] environments
[54] #ukedch

Top Words in Tweet in G6:
[53] #scienceweek
[47] acereduau
[44] tomorrow
[43] #datavizfriday
[43] courtesy
[42] happy
[42] mark
[42] start
[42] look
[42] chemistry

Top Words in Tweet in G7:
[45] #aussieed
[28] dzyngier
[17] education
[13] way
[12] janecaro
[12] australia
[10] teachers
[10] government
[10] lost
[10] dantehanwannon

Top Words in Tweet in G8:
[37] #aussieed
[33] lessontoolbox
[32] #ukedchat
[24] teaching
[20] #asechat
[19] #physics
[12] #edchatnz
[10] #pedagoofriday
[10] problem
[10] solving

Top Words in Tweet in G9:
[28] #aussieed
[22] aus_scienceweek
[19] #deepblue
[18] vanessapirotta
[18] keeping
[18] theme
[18] #innovations
[18] #future
[18] #oceans
[18] here's

Top Words in Tweet in G10:
[21] #aussieed
[11] students
[11] ocean
[10] abceducationau
[10] life
[10] deep
[10] dive
[10] odyssey
[9] australia's
[9] starts

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[354] time,students
[353] wondering,structure
[353] structure,online
[353] online,video
[353] video,conferencing
[353] conferencing,time
[353] students,establishing
[353] establishing,routines
[353] routines,structuring
[352] catlin_tucker,wondering

Top Word Pairs in Tweet in G1:
[347] time,students
[346] wondering,structure
[346] structure,online
[346] online,video
[346] video,conferencing
[346] conferencing,time
[346] students,establishing
[346] establishing,routines
[346] routines,structuring
[345] catlin_tucker,wondering

Top Word Pairs in Tweet in G2:
[52] #aussieed,chat
[26] mrsalakas,haskettshsc
[25] haskettshsc,jackwurf
[25] voice,assistants
[24] week,#aussieed
[22] nathan_stevens,mrsalakas
[21] dr,sandy
[21] stem,steam
[21] mattoman71,dothinkeducate
[21] join,#aussieed

Top Word Pairs in Tweet in G3:
[104] #edchat,#blendedlearning
[70] #blendedlearning,#remotelearning
[32] #remotelearning,#distancelearning
[32] students,during
[32] during,#remotelearning
[31] #distancelearning,#hybridlearning
[31] find,#marigold
[31] #marigold,one
[31] one,essential
[31] essential,rule

Top Word Pairs in Tweet in G4:
[40] #aussieed,#edchat
[34] here's,quick
[34] quick,idea
[34] idea,something
[34] something,use
[34] use,classroom
[34] classroom,hopefully
[34] hopefully,gives
[34] gives,bit
[34] bit,inspiration

Top Word Pairs in Tweet in G5:
[62] remote,learning
[56] strategies,foster
[56] foster,discourse
[56] discourse,collaboration
[55] collaboration,remote
[55] learning,environments
[55] environments,#aussieed
[54] e_sheninger,strategies
[54] #aussieed,#ukedch
[9] #aussieed,#ukedchat

Top Word Pairs in Tweet in G6:
[42] happy,#datavizfriday
[42] #datavizfriday,mark
[42] mark,start
[42] start,#scienceweek
[42] #scienceweek,tomorrow
[42] tomorrow,look
[42] look,chemistry
[42] chemistry,ice
[42] ice,cream
[42] cream,courtesy

Top Word Pairs in Tweet in G7:
[9] children,become
[9] become,tiny
[9] tiny,cogs
[9] cogs,box
[9] box,ticking
[9] ticking,government
[9] government,machine
[9] machine,education
[9] education,lost
[9] lost,way

Top Word Pairs in Tweet in G8:
[28] #ukedchat,#aussieed
[17] lessontoolbox,teaching
[12] #physics,#ukedchat
[12] #asechat,#physics
[10] problem,solving
[10] teaching,em
[10] em,spectrum
[10] spectrum,waves
[10] waves,absorption
[10] absorption,colour

Top Word Pairs in Tweet in G9:
[18] keeping,aus_scienceweek
[18] aus_scienceweek,theme
[18] theme,#deepblue
[18] #deepblue,#innovations
[18] #innovations,#future
[18] #future,#oceans
[18] #oceans,here's
[18] here's,#drone
[17] vanessapirotta,keeping
[17] #drone,#whales

Top Word Pairs in Tweet in G10:
[10] deep,dive
[10] ocean,odyssey
[9] dive,australia's
[9] australia's,ocean
[9] odyssey,starts
[9] starts,tomorrow
[9] tomorrow,11am
[9] 11am,abc
[9] abc,students
[9] students,meet

Top Replied-To
Top Replied-To in Entire Graph:
@nathan_stevens
@zeinachalich
@mattoman71
@mrsalakas
@steven_kolber
@cognitiveverb
@timmiclark
@haskettshsc
@dothinkeducate
@imerinet

Top Replied-To in G2:
@nathan_stevens
@zeinachalich
@mattoman71
@mrsalakas
@steven_kolber
@cognitiveverb
@timmiclark
@haskettshsc
@imerinet
@dothinkeducate

Top Replied-To in G4:
@toddytd
@timbocop
@virnarossi

Top Replied-To in G7:
@tulip_education
@dantehanwannon
@jgladwig
@shanebduggan
@eminamclean
@edusum

Top Replied-To in G8:
@e4ltweets

Top Replied-To in G9:
@mattoman71

Top Replied-To in G10:
@katexavier9

Top Mentioned
Top Mentioned in Entire Graph:
@catlin_tucker
@erik_youngman
@zeinachalich
@nathan_stevens
@mrsalakas
@steven_kolber
@mattoman71
@txgifted
@greg_ashman
@e_sheninger

Top Mentioned in G1:
@catlin_tucker
@nathan_stevens

Top Mentioned in G2:
@zeinachalich
@nathan_stevens
@mrsalakas
@mattoman71
@steven_kolber
@haskettshsc
@dothinkeducate
@juliedavisedu
@sandynicoll2018
@adrianodiprato

Top Mentioned in G3:
@erik_youngman
@cultofpedagogy
@themerrillsedu
@edutopia
@sjunkins
@catlin_tucker
@torreytrust
@jackiegerstein
@gcouros
@sylvi

Top Mentioned in G4:
@gcieducation
@erik_youngman
@coetail
@edchateu
@teacherchalky1
@cmunrooz
@shiftparadigm
@virnarossi
@aussieed
@kesselpa

Top Mentioned in G5:
@e_sheninger
@erik_youngman
@dzyngier
@dmsroy
@ohsbearsread
@pilarneo58
@catlin_tucker

Top Mentioned in G6:
@acereduau
@acaraeduau
@nsweducation
@nswsli
@doe_science
@stansw
@education2040
@curriculumnesa
@teachnsw
@newsatnesa

Top Mentioned in G7:
@dzyngier
@janecaro
@sandynicoll2018
@lapmunleung
@youngdevin
@dantehanwannon
@amandaleah__
@thedrainonedu
@cisoz
@stevenj13

Top Mentioned in G8:
@lessontoolbox
@caliadomenico
@zonephysics
@mathsclassrenos
@kennedy_tierney
@thespaceacad
@univercurious
@mrthorntonteach
@winfieldmaths
@mrlpeachey

Top Mentioned in G9:
@aus_scienceweek
@vanessapirotta
@aisnswevidence
@aisnsw
@sciencetasmania
@imerinet
@zeinachalich
@nswspc
@nathan_stevens
@educationhubnz

Top Mentioned in G10:
@abceducationau
@mscott
@inspiringnsw
@gregwhitby
@nsweducation
@stansw
@mesterman
@zeinachalich
@abcscience
@cathschoolsnsw

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@ottlegalrebels
@juandoming
@entwistletx
@bar_zie
@ladypoop2
@17thcard
@aconvict
@designthinkbot
@leftboomer

Top Tweeters in G1:
@beautifully_c
@publichealthmap
@demekasimmons
@madamemoodle
@pcalleypbvusd
@imsouthern
@curriculumblog
@maeve5280
@igracewhite
@geofex

Top Tweeters in G2:
@femtech_
@ottlegalrebels
@bar_zie
@designthinkbot
@iamdrwill
@womened
@schleiderjustin
@shellterrell
@jcorippo
@stem_nastics

Top Tweeters in G3:
@flipgrid
@newsneus
@ummismaelsf
@gcouros
@justusnatuhwera
@pernilleripp
@schoolsmichigan
@erik_youngman
@edutopia
@jackiegerstein

Top Tweeters in G4:
@entwistletx
@ukedchat
@shiftparadigm
@edchateu
@skymazef3
@aaogungbesan
@tesresources
@tsbray
@kevinrickard4
@teacherchalky1

Top Tweeters in G5:
@liwanageugene
@pilarneo58
@e_sheninger
@thebradcurrie
@ncsupers
@drramser
@mamawolfeto2
@john_d_ewald
@cindybrock
@rscalateach

Top Tweeters in G6:
@smokinkones
@eduardoarmienta
@vilsjin
@carlos1007pi
@rayyy_nk
@oponiak
@fadznuzu
@nestormarts
@molybdats
@jeseraphina

Top Tweeters in G7:
@ladypoop2
@17thcard
@aconvict
@kate_eviva
@janecaro
@kindkongness
@mercernany
@conversationedu
@australasianedu
@natashainoz

Top Tweeters in G8:
@nikfarmath
@enterprisesbox
@iteachmathall
@caliadomenico
@rogershistory
@caleighmary
@praxismedhat
@bakerhhhs
@lessontoolbox
@johnbaldlanglit

Top Tweeters in G9:
@leftboomer
@anastasiasmihai
@scicommbot
@womensciaust
@ha_tanya
@ozesurfer
@stem_ai
@aus_scienceweek
@riaus
@mareetimms

Top Tweeters in G10:
@smh
@michaeljsky
@mesterman
@abctv
@robandart
@vivimat78
@mscott
@cjpb63
@abcscience
@leonarderrod


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