aussieED, Twitter, 3/3/2023 2:58:52 PM, 290125


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aussieED_2023-03-03_06-48-13.xlsx
aussieED_2023-03-03_06-48-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 03, 2023
Short Description:
aussieED via NodeXL PERMANENTLY_REMOVED
@zeinachalich
@mrsalakas
@catlin_tucker
@cameronross3
@markj_ohnson
@trev_mackenzie
@hostbrian
@mattoman71
@e_sheninger
@tesoloz

Top hashtags:
#aussieed
#edchat
#ukedchat
#nqtchat
#aqascience
#science
#ittchat
#revision

Description:
Description
The graph represents a network of 1,745 Twitter users whose recent tweets contained "aussieED", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 14:55 UTC.

The tweets in the network were tweeted over the 2843-day, 5-hour, 24-minute period from Wednesday, 20 May 2015 at 19:35 UTC to Friday, 03 March 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 1745
Unique Edges : 1770
Edges With Duplicates : 9578
Total Edges : 11348
Number of Edge Types : 8
Retweet : 2174
MentionsInRetweet : 3579
Mentions : 1026
Quote : 312
MentionsInQuote : 208
Replies to : 583
MentionsInReplyTo : 1819
Tweet : 1647
Self-Loops : 1982
Reciprocated Vertex Pair Ratio : 0.117128874388254
Reciprocated Edge Ratio : 0.209696261682243
Connected Components : 95
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 1525
Maximum Edges in a Connected Component : 10912
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.56879
Graph Density : 0.00112510186377855
Modularity : 0.237166
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,745 Twitter users whose recent tweets contained "aussieED", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 14:55 UTC.

The tweets in the network were tweeted over the 2843-day, 5-hour, 24-minute period from Wednesday, 20 May 2015 at 19:35 UTC to Friday, 03 March 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[35] https://drive.google.com/drive/folders/1kCEgt-O42hWSRhtqnVOU4Nm-IDPu5Ilu?usp=share_link
[34] https://catlintucker.com/2023/02/rubric-design/
[28] https://esheninger.blogspot.com/2023/01/edvice-closing-learning-gaps-with.html
[26] https://catlintucker.com/2022/12/chatgpt-disruptive-tech
[20] https://esheninger.blogspot.com/2023/02/a-framework-for-learning-through.html
[18] https://docs.google.com/presentation/d/1HcHKyxu1_5nTgp5geZtf2VCVy5a4qE9i/edit#slide=id.p1
[16] https://esheninger.blogspot.com/2022/12/creating-new-status-quo.html
[15] https://www.buzzsprout.com/2126697/share
[13] https://schoolreportwriter.com/
[12] https://calendly.com/carolynnewall/carolyn-meeting-with-school?month=2023-01

Top URLs in Tweet in G1:
[15] https://www.buzzsprout.com/2126697/share
[9] https://www.youtube.com/live/kCKTgmRpxM8?feature=share

[5] https://ictensw.org.au/Conference-Program
[4] https://twitter.com/MRsalakas/status/1621930987793055745/photo/1
[4] https://twitter.com/MatthewXJoseph/status/1597519058425229312/photo/1
[4] https://www.linkedin.com/events/theterrificten-tenincrebibleway7033001491820937216/
[4] https://twitter.com/grahamandre/status/601108895864647681/photo/1
[4] https://twitter.com/theworkpad/status/1613414590481850371/photo/1
[4] https://twitter.com/HostBrian/status/1604668044298502150/photo/1
[4] https://twitter.com/HostBrian/status/1607258372512022528/photo/1

Top URLs in Tweet in G2:
[6] https://twitter.com/eslweb/status/1627247821756989440/photo/1
[5] https://express.adobe.com/page/ygl5vdfCom2Yj/
[5] https://twitter.com/ZeinaChalich/status/1624707384911228929
[5] https://twitter.com/ZeinaChalich/status/1624709395606302721/photo/1
[5] https://twitter.com/ZeinaChalich/status/1624711408683483141/photo/1
[4] https://twitter.com/ZeinaChalich/status/1627239419379093506
[4] https://twitter.com/ZeinaChalich/status/1627255090502578177
[4] https://twitter.com/michelledennis/status/1627253157012160513/video/1
[4] https://twitter.com/ZeinaChalich/status/1624709395606302721
[4] https://twitter.com/ZeinaChalich/status/1624705368940244992

Top URLs in Tweet in G3:
[30] https://catlintucker.com/2023/02/rubric-design/
[24] https://catlintucker.com/2022/12/chatgpt-disruptive-tech
[10] https://catlintucker.com/2022/11/choosing-a-blended-learning-model
[7] https://podcasts.apple.com/us/podcast/self-awareness-and-the-casel-framework/id1485751335?i=1000589288020
[4] https://rocketpd.com/the-art-of-blended-learning-for-student-success/
[3] https://catlintucker.com/2023/02/teaching-writing-in-harmony-with-ai/
[3] https://www.youtube.com/watch?v=Swn1Vo0LSpU&feature=youtu.be

[2] https://catlintucker.com/2023/02/breaking-the-fear-barrier
[2] https://catlintucker.com/2020/04/5-tips-for-teaching-online
[1] https://twitter.com/Catlin_Tucker/status/1630513161076981761/photo/1

Top URLs in Tweet in G4:
[4] https://twitter.com/TESOLoz/status/1616600358494822402/photo/1
[4] https://twitter.com/TESOLoz/status/1613854317139853315/photo/1
[4] https://twitter.com/TESOLoz/status/1599952661557956608/photo/1
[4] https://twitter.com/TESOLoz/status/1601757002224795648/photo/1
[4] https://twitter.com/TESOLoz/status/1598686491265609729/photo/1
[4] https://theconversation.com/still-waiting-for-gonski-a-great-book-about-the-sorry-tale-of-school-funding-178016?utm_source=twitter&utm_medium=bylinetwitterbutton
[4] https://twitter.com/symons_timothy/status/1599625771538341888/photo/1
[3] https://twitter.com/TESOLoz/status/1614030835086413824/photo/1
[3] https://twitter.com/TESOLoz/status/1615453170788073473/photo/1
[3] https://twitter.com/aliceleung/status/1622482049193115648/photo/1

Top URLs in Tweet in G5:
[27] https://esheninger.blogspot.com/2023/01/edvice-closing-learning-gaps-with.html
[17] https://esheninger.blogspot.com/2023/02/a-framework-for-learning-through.html
[16] https://esheninger.blogspot.com/2022/12/creating-new-status-quo.html
[9] https://esheninger.blogspot.com/2023/01/self-regulation-in-personalized.html
[5] https://esheninger.blogspot.com/2022/11/what-example-do-you-set.html
[5] https://esheninger.blogspot.com/2023/01/edvice-interest-powers-learning-and.html
[3] https://twitter.com/E_Sheninger/status/1615140481440137216/photo/1
[3] https://twitter.com/E_Sheninger/status/1615983407435071488/photo/1
[3] https://esheninger.blogspot.com/2023/01/imparting-value-when-it-comes-to-change.html
[3] https://esheninger.blogspot.com/2023/02/edvice-timeliness-of-feedback-is-vital.html

Top URLs in Tweet in G6:
[6] https://events.humanitix.com/researched-ballarat2023
[2] https://www.eventbrite.com/cc/minecraft-hour-of-code-live-lessons-for-australia-1414669
[2] https://www.thefusecup.com.au/minecraft
[1] https://www.smh.com.au/national/nsw/nsw-appoints-schools-behaviour-adviser-to-tackle-worsening-student-conduct-20230301-p5coos.html
[1] https://www.dailymail.co.uk/news/article-11688905/UNSW-student-fails-exam-using-OpenAIs-ChatGPT-write-essay.html
[1] https://www.theaustralian.com.au/nation/crisis-meetings-as-chatbot-writes-university-essays/news-story/3aeda304a99389a7b2b6375da690127d
[1] https://www.smh.com.au/national/nsw/we-changed-everything-how-56-schools-transformed-their-teaching-and-boosted-results-20221109-p5bwq1.html
[1] https://www.smh.com.au/national/nsw/can-you-tell-between-a-year-6-student-and-ai-teachers-say-they-can-20230120-p5ce5s.html
[1] https://theconversation.com/open-plan-classrooms-are-trendy-but-there-is-little-evidence-to-show-they-help-students-learn-199591
[1] https://internationalednews.com/2016/08/04/a-tale-of-two-countries-improvement-in-germany-and-decline-in-australias-educational-performance/

Top URLs in Tweet in G7:
[3] https://lalt.lincoln.ac.uk/student-as-producer/#:~:text=Student%20as%20Producer%20is%20a,core%20of%20the%20undergraduate%20curriculum
[1] https://twitter.com/DrDr_CurieScott/status/1627614458234150918/photo/1
[1] https://twitter.com/DrDr_CurieScott/status/1627614458234150918
[1] https://twitter.com/VirnaRossi/status/1617470419790925824/photo/1
[1] https://twitter.com/trev_mackenzie/status/1627787567134539777
[1] https://www.hepi.ac.uk/2023/01/23/differences-aside-why-are-we-all-so-similar/
[1] https://twitter.com/VirnaRossi/status/1617472954694275074/photo/1
[1] https://twitter.com/VirnaRossi/status/1618195835157897216/photo/1
[1] https://twitter.com/VirnaRossi/status/1630613722921156612/photo/1
[1] https://twitter.com/VirnaRossi/status/1623665303468007426/photo/1

Top URLs in Tweet in G8:
[5] https://education.nsw.gov.au/teaching-and-learning/professional-learning/scan/volume-42--2023-
[4] https://twitter.com/moadlearning/status/1619191184680968192/photo/1
[2] https://education.nsw.gov.au/teaching-and-learning/professional-learning/scan/past-issues/vol-41-2022/issue-7-2022
[2] https://twitter.com/moadlearning/status/1603675754079715328/photo/1
[1] https://twitter.com/ScanJournal/status/1631058318075600896/photo/1
[1] https://twitter.com/ScanJournal/status/1630040642259931137/photo/1
[1] https://twitter.com/ScanJournal/status/1630321199548108807/photo/1
[1] https://twitter.com/ScanJournal/status/1597766571249659904/photo/1
[1] https://twitter.com/ScanJournal/status/1599211036447760384/photo/1
[1] https://twitter.com/ScanJournal/status/1628917349763129344/photo/1

Top URLs in Tweet in G9:
[3] https://twitter.com/mareewhiteley/status/1625822996769406976/photo/1
[1] https://twitter.com/chrisgibsonedu/status/1597551209644277760
[1] https://twitter.com/mareewhiteley/status/1622039866702954497/photo/1
[1] https://twitter.com/HaskettsHSC/status/1601878620007727104
[1] https://twitter.com/HaskettsHSC/status/1601880460405407744
[1] https://twitter.com/HaskettsHSC/status/1601877240039768065
[1] https://twitter.com/mareewhiteley/status/1601873145367232513/photo/1
[1] https://twitter.com/mareewhiteley/status/1601886759272734721/photo/1
[1] https://twitter.com/HaskettsHSC/status/1601883408783007744
[1] https://padlet.com/mwhiteley1/purposeful-pedagogies-podcasts-videos-and-professional-readi-fxq5ue4sdwx0c3sp

Top URLs in Tweet in G10:
[7] https://www.thegist.edu.au/educators/girls-in-stem/inclusive-classrooms/seven-principles-for-a-gender-inclusive-learning-environment/
[4] https://twitter.com/girlsinSTEMkit/status/1630719777764261888/photo/1
[4] https://futureyouaustralia.com/funnies/
[4] https://futureyouaustralia.com/
[3] https://www.thegist.edu.au/families/getting-her-interested-in-stem/at-home-activities/
[3] https://futureyouaustralia.com/teachers/
[3] https://futureyouaustralia.com/imagining-the-future/far-out/
[2] https://www.thegist.edu.au/students/careers-in-stem/quiz-and-careers/the-gist-quiz/
[2] https://www.youtube.com/watch?v=aTIaCHIwZAM&feature=youtu.be

[2] https://inspiringtas.org.au/event/dash-robotics/

Top Domains
Top Domains in Tweet in Entire Graph:
[2143] twitter.com
[181] tes.com
[143] youtube.com
[105] blogspot.com
[91] com.au
[81] catlintucker.com
[70] google.com
[64] teacherspayteachers.com
[45] org.au
[31] edu.au

Top Domains in Tweet in G1:
[316] twitter.com
[28] com.au
[20] youtube.com
[16] buzzsprout.com
[12] blogspot.com
[10] linkedin.com
[7] org.au
[6] tweetedtimes.com
[4] hp.com
[3] teachergoals.com

Top Domains in Tweet in G2:
[448] twitter.com
[15] adobe.com
[11] com.au
[8] youtube.com
[6] linkedin.com
[6] theeduflaneuse.com
[5] org.au
[4] spotify.com
[3] timkitchen.net
[3] ampproject.org

Top Domains in Tweet in G3:
[75] catlintucker.com
[30] twitter.com
[7] apple.com
[4] rocketpd.com
[4] youtube.com
[1] amazon.com
[1] tiktok.com

Top Domains in Tweet in G4:
[72] twitter.com
[11] com.au
[8] theconversation.com
[2] gov.au
[1] youtube.com
[1] fal.cn
[1] instagram.com
[1] net.au
[1] rewordify.com
[1] dropbox.com

Top Domains in Tweet in G5:
[92] blogspot.com
[30] twitter.com
[3] catlintucker.com
[2] paper.li

Top Domains in Tweet in G6:
[39] twitter.com
[20] com.au
[15] theeducatoronline.com
[6] humanitix.com
[2] theconversation.com
[2] org.au
[2] forbes.com
[2] afar.com
[2] eventbrite.com
[2] net.au

Top Domains in Tweet in G7:
[29] twitter.com
[6] ac.uk
[1] onehe.org
[1] wordpress.com

Top Domains in Tweet in G8:
[33] twitter.com
[10] gov.au
[4] com.au
[1] amazonaws.com
[1] youtu.be
[1] org.au
[1] avachallenge.org
[1] theeduflaneuse.com

Top Domains in Tweet in G9:
[37] twitter.com
[2] edu.au
[1] padlet.com
[1] uthanamission.org
[1] spotify.com
[1] sharepoint.com
[1] apple.com
[1] learningpioneers.co
[1] org.au
[1] meglanguages.com

Top Domains in Tweet in G10:
[65] twitter.com
[24] org.au
[19] edu.au
[18] futureyouaustralia.com
[8] youtube.com
[2] childrensbooksdaily.com
[2] com.au
[1] createsend.com
[1] mailchi.mp
[1] gov.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3441] aussieed
[1230] edchat
[1038] ukedchat
[805] nqtchat
[770] aqascience
[568] science
[546] ittchat
[303] revision
[245] chatgpt
[194] edutwitter



Top Hashtags in Tweet in G1:
[619] aussieed
[63] chatgpt
[40] reinventtheclassroom
[39] amammothlesson
[36] edtech
[34] edchat
[31] education
[30] aiineducation
[21] ai
[20] codebreaker

Top Hashtags in Tweet in G2:
[1008] aussieed
[153] chatgpt
[140] ai
[82] aiineducation
[82] womened
[39] edtech
[38] edchat
[27] adobeeducreative
[26] createedu
[24] adobeedu

Top Hashtags in Tweet in G3:
[78] edchat
[64] blendedlearning
[53] edchateu
[53] ukedchat
[53] aussieed
[45] technology
[34] edtech
[22] edutwitter
[15] students
[12] education

Top Hashtags in Tweet in G4:
[68] aussieed
[32] tesoloz
[3] womenshistorymonth
[2] auscurric
[2] morethanthanks
[2] teacher
[2] auspol
[2] ozkidstv
[2] actflearning
[1] haveyoursay

Top Hashtags in Tweet in G5:
[94] aussieed
[62] edchat
[55] edutwitter
[43] 808educate
[36] ukedchat
[35] edvice
[33] intled
[32] globaled
[26] globaledchat
[20] edchatnz

Top Hashtags in Tweet in G6:
[100] aussieed
[54] edleaders
[20] edchat
[19] learning
[19] banphonesinschools
[18] education
[15] digitalwellbeing
[13] loveballarat
[13] visitballarat
[11] chatgpt

Top Hashtags in Tweet in G7:
[28] lthechat
[27] academicchatter
[26] aussieed
[24] academictwitter
[24] edchatie
[23] edchat
[20] highered
[13] edtwitter
[7] highereducation
[5] edtwtthread

Top Hashtags in Tweet in G8:
[38] aussieed
[19] learnlap
[15] nctlchat
[11] 21stedchat
[10] sunchat
[10] 1stchat
[9] k12
[8] edchat
[8] apchat
[8] ecet2

Top Hashtags in Tweet in G9:
[46] aussieed
[10] waedconnect
[6] goingglobal
[4] purposefulpedagogies
[3] changemakers
[2] pblchat
[2] globaled
[2] uthanamission
[2] riseup
[2] pln

Top Hashtags in Tweet in G10:
[74] aussieed
[24] tassiescience
[24] tassie
[24] tasmania
[24] stem
[20] girlsinstem
[20] stemeducation
[17] womeninstem
[17] stemcareers
[13] thegist

Top Words
Top Words in Tweet in Entire Graph:
[3441] #aussieed
[1231] #edchat
[1051] #ukedchat
[813] #nqtchat
[772] #aqascience
[723] revision
[633] zeinachalich
[618] students
[605] here's
[572] #science

Top Words in Tweet in G1:
[620] #aussieed
[278] mrsalakas
[223] year
[149] ai
[129] book
[114] learning
[110] join
[110] school
[107] zeinachalich
[103] matthewxjoseph

Top Words in Tweet in G2:
[1009] #aussieed
[507] zeinachalich
[291] lfurze
[227] ai
[153] #chatgpt
[152] join
[140] #ai
[138] mattoman71
[131] chat
[122] michelledennis

Top Words in Tweet in G3:
[191] catlin_tucker
[122] learning
[82] model
[78] #edchat
[64] #blendedlearning
[53] #edchateu
[53] #ukedchat
[53] #aussieed
[50] teaching
[48] put

Top Words in Tweet in G4:
[68] #aussieed
[44] tesoloz
[32] #tesoloz
[29] atesolnsw
[21] school
[17] two
[17] first
[15] great
[15] eald
[15] schools

Top Words in Tweet in G5:
[94] #aussieed
[71] e_sheninger
[62] #edchat
[55] #edutwitter
[52] learning
[43] #808educate
[36] #ukedchat
[35] #edvice
[33] #intled
[32] #globaled

Top Words in Tweet in G6:
[100] #aussieed
[54] #edleaders
[27] schools
[26] more
[23] school
[21] ballarat
[21] researched
[20] #edchat
[19] #banphonesinschools
[19] #learning

Top Words in Tweet in G7:
[28] #lthechat
[27] #academicchatter
[26] #aussieed
[24] #academictwitter
[24] #edchatie
[24] #edchat
[20] #highered
[15] virnarossi
[13] #edtwitter
[10] great

Top Words in Tweet in G8:
[38] #aussieed
[23] join
[19] 7pm
[19] #learnlap
[19] central
[18] please
[18] monday
[17] more
[16] see
[15] #nctlchat

Top Words in Tweet in G9:
[46] #aussieed
[12] mattoman71
[12] year
[11] school
[10] #waedconnect
[10] mrsalakas
[9] zeinachalich
[8] learning
[8] digital
[8] work

Top Words in Tweet in G10:
[74] #aussieed
[44] stem
[32] students
[25] futureyouoz
[25] #tassie
[24] #tasmania
[24] #tassiescience
[24] #stem
[24] future
[23] find

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[865] #aussieed,#edchat
[572] #ukedchat,#science
[567] #science,#nqtchat
[465] #nqtchat,#ittchat
[464] #ittchat,#aussieed
[429] #edchat,#aqascience
[368] here's,today's
[343] #nqtchat,#aqascience
[303] #aqascience,#revision
[278] leave,revision

Top Word Pairs in Tweet in G1:
[64] stronger,together
[64] year,anniversary
[56] giveaway,celebrate
[56] celebrate,year
[56] anniversary,bestselling
[56] release,stronger
[56] author,matthewxjoseph
[56] matthewxjoseph,release
[56] bestselling,author
[56] book,giveaway

Top Word Pairs in Tweet in G2:
[168] zeinachalich,lfurze
[57] #aussieed,#womened
[56] adrianodiprato,zeinachalich
[54] steven_kolber,zeinachalich
[47] aussieedchat,steven_kolber
[43] haskettshsc,cameronross3
[43] #aussieed,chat
[42] cameronross3,mattoman71
[41] mattoman71,mrsalakas
[41] mrsalakas,aussieedchat

Top Word Pairs in Tweet in G3:
[41] instructional,model
[41] 5es,instructional
[40] combine,best
[40] aspects,person
[40] put,#blendedlearning
[40] spin,5es
[40] best,aspects
[40] #blendedlearning,spin
[40] model,combine
[40] online,learning

Top Word Pairs in Tweet in G4:
[25] #aussieed,#tesoloz
[10] step,effective
[10] newly,arrived
[10] safe,secure
[10] program,supporting
[10] effective,arrivals
[10] arrivals,program
[10] supporting,newly
[10] arrived,eal
[10] create,safe

Top Word Pairs in Tweet in G5:
[34] #aussieed,#ukedchat
[33] #edchat,#edutwitter
[33] #ukedchat,#intled
[32] #intled,#globaled
[30] #edutwitter,#aussieed
[28] e_sheninger,#edvice
[27] gaps,rotational
[27] #edvice,closing
[27] closing,learning
[27] rotational,models

Top Word Pairs in Tweet in G6:
[52] #aussieed,#edleaders
[21] researched,ballarat
[15] #edchat,#learning
[14] forget,researched
[14] christodoulou,education
[14] daisy,christodoulou
[14] ballarat,tickets
[14] tickets,daisy
[14] education,stars
[13] #learning,#education

Top Word Pairs in Tweet in G7:
[18] #edchat,#edchatie
[14] #academictwitter,#academicchatter
[8] #aussieed,#lthechat
[7] #academicchatter,#aussieed
[7] #lthechat,#academictwitter
[7] #academicchatter,#academictwitter
[7] #edchatie,#highered
[6] #academictwitter,#edchat
[6] #edchatie,#aussieed
[5] #lthechat,#academicchatter

Top Word Pairs in Tweet in G8:
[19] 7pm,central
[18] central,#learnlap
[18] monday,7pm
[18] please,join
[14] 'australian,universities'
[14] below,more
[14] december,means
[14] book,yay
[14] more,'australian
[14] yay,see

Top Word Pairs in Tweet in G9:
[8] #aussieed,#waedconnect
[6] book,rightontheboard
[6] mini,series
[6] series,ideas
[6] rightontheboard,digital
[6] inquiry,mini
[6] digital,inquiry
[6] first,book
[6] ideas,use
[6] use,combo

Top Word Pairs in Tweet in G10:
[24] #tassie,#tasmania
[24] #tasmania,#stem
[24] #tassiescience,#tassie
[21] #stem,#aussieed
[19] #girlsinstem,#aussieed
[18] #aussieed,#stemeducation
[13] #thegist,#girlsinstem
[13] #stemeducation,#womeninstem
[12] stem,careers
[9] bush,adventures

Top Replied-To
Top Replied-To in Entire Graph:
@zeinachalich
@haskettshsc
@mattoman71
@steven_kolber
@lfurze
@larubain
@mroliphantadl
@michelledennis
@adrianodiprato
@mlobrien1

Top Replied-To in G1:
@zeinachalich
@mattoman71
@larubain
@steven_kolber
@haskettshsc
@olivierelzingre
@michelledennis
@hostbrian
@mrsalakas
@matthewbeggs

Top Replied-To in G2:
@zeinachalich
@haskettshsc
@steven_kolber
@mattoman71
@lfurze
@mroliphantadl
@larubain
@michelledennis
@adrianodiprato
@mlobrien1

Top Replied-To in G4:
@artgalleryofnsw
@jasmyn_k_hall
@narelledaff
@agavrielatos
@reimaginingedu1
@shaunnewman2
@southwickmp
@nathutchins
@adam_voigt
@johnqgoh

Top Replied-To in G6:
@smitchellmlc
@chrisminns
@dantehanwannon
@wesfangmlc
@chrisminnsmp
@jodie_gale

Top Replied-To in G7:
@daveowhite
@popoviccelia
@paulashwin
@annakwood
@rnsoicher

Top Replied-To in G8:
@moadlearning

Top Replied-To in G9:
@haskettshsc
@zeinachalich
@mattoman71
@mrsalakas
@waedconnect
@tcea
@sophiespecjal
@fixingeducation
@mareewhiteley

Top Replied-To in G10:
@futureyouoz

Top Mentioned
Top Mentioned in Entire Graph:
@zeinachalich
@mrsalakas
@lfurze
@catlin_tucker
@mattoman71
@cameronross3
@haskettshsc
@larubain
@michelledennis

Top Mentioned in G1:
@mrsalakas
@matthewxjoseph
@zeinachalich
@mammothedu
@haskettshsc
@mattoman71
@cameronross3
@codebreakeredu
@jnxyz
@xfactoredu

Top Mentioned in G2:
@zeinachalich
@lfurze
@mattoman71
@larubain
@michelledennis
@adrianodiprato
@steven_kolber
@cameronross3
@aussieedchat
@haskettshsc

Top Mentioned in G3:
@catlin_tucker
@rocketpd
@jnxyz
@cameronross3

Top Mentioned in G4:
@tesoloz
@atesolnsw
@janecaro
@annadelconte
@georgialabos
@atesolact
@lilamularczyk
@bossleyparkhs
@sojournalwriter
@acaraeduau

Top Mentioned in G5:
@e_sheninger
@catlin_tucker
@mrsalakas
@brooklyngaelic
@rdj134
@kittyforeman16
@drabdul_hadi
@adamjfitzgerald
@eschoolnews

Top Mentioned in G6:
@educhatter
@researched_aus
@smitchellmlc
@chrisminnsmp
@nsweducation
@standouted
@pruecar
@tcea
@ahisa_national
@mseduanz

Top Mentioned in G7:
@virnarossi
@daveowhite
@bali_maha
@shalinidukhan
@juusonieminen
@andreakantrow
@angiebrew
@drawcogs
@the_big_draw

Top Mentioned in G8:
@scanjournal
@mthomaseddev
@paulsolarz
@moadlearning
@edpuzzle
@monashqproject
@scotteach
@natcentauschlit
@ranesiaedwards
@fizzicsed

Top Mentioned in G9:
@mattoman71
@mrsalakas
@zeinachalich
@mrsmooreedtech
@rightontheboard
@mareewhiteley
@megglobaled
@steven_kolber
@waedconnect
@brookssensei

Top Mentioned in G10:
@futureyouoz
@girlsinstemkit
@inspiringtasau
@twitofalili
@daleyreads
@careerswithstem
@digitechhub
@scienceweek
@loveozya

Top Tweeters
Top Tweeters in Entire Graph:
@telstra
@sallyrmelb
@guardian
@ucloudify
@calcaware
@ricardo_ik_ahau
@juandoming
@forbes
@abc
@bar_zie

Top Tweeters in G1:
@telstra
@ucloudify
@robmax4
@microsoftflip
@stem_nastics
@lacus09
@chrisdysonht
@revolp
@martina
@canva

Top Tweeters in G2:
@sallyrmelb
@calcaware
@ricardo_ik_ahau
@gdprai
@alexbellars
@9newsadel
@financialreview
@ucloudifyai
@womened
@drmel_t

Top Tweeters in G3:
@iamdrwill
@coachgoodman
@cecilia_bocking
@carrie_baughcum
@tomwhitby
@wickededtech
@vipulasharma1
@catlin_tucker
@lenessakeehn
@smsouthtdain

Top Tweeters in G4:
@janecaro
@hrw
@aliceleung
@tollerantheart
@conversationedu
@misc
@anncaro11
@manyanaed
@mazst
@clairegcoleman

Top Tweeters in G5:
@juandoming
@rdene915
@rdj134
@thomascmurray
@skymazef3
@e_sheninger
@brooklyngaelic
@joe_sanfelippo
@pomara_matt
@jeff_zoul

Top Tweeters in G6:
@guardian
@forbes
@abc
@smh
@tombennett71
@greg_ashman
@c_hendrick
@elearnindustry
@m_chiles
@kvalanne

Top Tweeters in G7:
@academicchatter
@phdvoice
@bali_maha
@profsallybrown
@derekbruff
@debbieholley1
@the_big_draw
@daveowhite
@uolondon
@annakwood

Top Tweeters in G8:
@jc_james_clark
@lego_group
@spookylib
@paulsolarz
@ohanafamilies
@boblingard86
@awscloud
@wood_cdwo1
@ariadnevromen
@fizzicsed

Top Tweeters in G9:
@netflix
@rolat
@juliafliss
@mareewhiteley
@linkedin
@beckycarlzon
@smilesstephi
@humaneeducation
@cpaterso
@superdavey

Top Tweeters in G10:
@jharrison22
@nicolasantilli
@altait
@doctorkarl
@wheelercentre
@twitofalili
@nitv
@science_academy
@astrokirsten
@amandalneil


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