aussieED, Twitter, 2/17/2023 3:01:03 PM, 289692


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aussieED_2023-02-17_06-48-12.xlsx
aussieED_2023-02-17_06-48-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 17, 2023
Short Description:
aussieED via NodeXL https://bit.ly/3KgausH
@zeinachalich
@mrsalakas
@cameronross3
@catlin_tucker
@e_sheninger
@tesoloz
@mattoman71
@markj_ohnson
@eslweb
@vipulasharma1

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

Description:
Description
The graph represents a network of 1,856 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 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 14:56 UTC.

The tweets in the network were tweeted over the 2691-day, 20-hour, 52-minute period from Monday, 05 October 2015 at 03:09 UTC to Friday, 17 February 2023 at 00:02 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 : 1856
Unique Edges : 1815
Edges With Duplicates : 9372
Total Edges : 11187
Number of Edge Types : 9
Mentions : 1124
MentionsInRetweet : 3457
Retweet : 2149
Quote : 262
MentionsInQuote : 198
Replies to : 514
MentionsInReplyTo : 1718
Tweet : 1763
MentionsInQuoteReply : 2
Self-Loops : 2092
Reciprocated Vertex Pair Ratio : 0.10667086217747
Reciprocated Edge Ratio : 0.192777935740688
Connected Components : 92
Single-Vertex Connected Components : 44
Maximum Vertices in a Connected Component : 1580
Maximum Edges in a Connected Component : 10659
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.665448
Graph Density : 0.00102152848777767
Modularity : 0.251505
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,856 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 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 14:56 UTC.

The tweets in the network were tweeted over the 2691-day, 20-hour, 52-minute period from Monday, 05 October 2015 at 03:09 UTC to Friday, 17 February 2023 at 00:02 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:
[43] https://docs.google.com/presentation/d/1HcHKyxu1_5nTgp5geZtf2VCVy5a4qE9i/edit?usp=sharing&ouid=113054530282239012320&rtpof=true&sd=true
[34] https://drive.google.com/drive/folders/1kCEgt-O42hWSRhtqnVOU4Nm-IDPu5Ilu?usp=share_link
[28] https://esheninger.blogspot.com/2023/01/edvice-closing-learning-gaps-with.html
[17] https://schoolreportwriter.com/
[16] https://esheninger.blogspot.com/2022/12/creating-new-status-quo.html
[15] https://twitter.com/McArdleJen/status/1591727310859902976/photo/1
[13] https://docs.google.com/forms/d/e/1FAIpQLSdlhU-euA5Es1wtusBnLUNOtH_rDjZvzjGo5zvN0Vb4EDcq3Q/closedform
[13] https://esheninger.blogspot.com/2022/11/developing-resilience-in-learners.html
[11] https://www.youtube.com/live/kCKTgmRpxM8?feature=share

[10] https://esheninger.blogspot.com/2023/01/self-regulation-in-personalized.html

Top URLs in Tweet in G1:
[5] https://twitter.com/ZeinaChalich/status/1624711408683483141/photo/1
[5] https://twitter.com/ZeinaChalich/status/1624709395606302721/photo/1
[5] https://twitter.com/ZeinaChalich/status/1624705368940244992
[5] https://twitter.com/HaskettsHSC/status/1601877240039768065/photo/1
[5] https://twitter.com/HaskettsHSC/status/1601882010045534208/photo/1
[4] https://twitter.com/ZeinaChalich/status/1624707384911228929
[4] https://twitter.com/HaskettsHSC/status/1601878620007727104/photo/1
[4] https://twitter.com/HaskettsHSC/status/1601875778110881793/photo/1
[4] https://twitter.com/HaskettsHSC/status/1601873937599959040/photo/1
[4] https://twitter.com/ZeinaChalich/status/1624701845779394560/photo/1

Top URLs in Tweet in G2:
[10] https://www.youtube.com/live/kCKTgmRpxM8?feature=share

[4] https://twitter.com/MatthewXJoseph/status/1597519058425229312/photo/1
[4] https://twitter.com/ponderingDan/status/1603255232518967300/photo/1
[3] https://docs.google.com/forms/d/e/1FAIpQLSdlhU-euA5Es1wtusBnLUNOtH_rDjZvzjGo5zvN0Vb4EDcq3Q/closedform
[3] https://teachergoals.com/join-world-read-aloud-day/?mibextid=Zxz2cZ&fbclid=IwAR33nzKnYvaFpv1-S9FmRK6DGk75wbjpgkCzSAP5SyA8WmyYSDViCvId8Co&v=7516fd43adaa
[3] https://twitter.com/MRsalakas/status/1621930987793055745/photo/1
[3] https://www.amazon.com.au/dp/1990566391?ref_=cm_sw_r_apin_dp_G0XJG8D7CY6PY6WTRNXS
[3] https://nationaleducationsummit.com.au/melbourne/conferences
[3] https://nationaleducationsummit.com.au/brisbane/conferences
[3] https://twitter.com/madgiemgEDU/status/1539217652971085824/photo/1

Top URLs in Tweet in G3:
[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://twitter.com/TESOLoz/status/1616600358494822402/photo/1
[3] https://twitter.com/TESOLoz/status/1614030835086413824/photo/1
[3] https://twitter.com/TESOLoz/status/1615453170788073473/photo/1
[3] https://theconversation.com/still-waiting-for-gonski-a-great-book-about-the-sorry-tale-of-school-funding-178016?utm_source=twitter&utm_medium=bylinetwitterbutton
[3] https://twitter.com/aliceleung/status/1622482049193115648/photo/1
[2] https://www.smh.com.au/national/nsw/it-s-time-australia-invested-in-its-children-and-its-future-20221202-p5c375.html

Top URLs in Tweet in G4:
[7] https://podcasts.apple.com/us/podcast/self-awareness-and-the-casel-framework/id1485751335?i=1000589288020
[3] https://www.amazon.com/Shift-Student-Led-Reimagining-Classroom-Workflows/dp/1948334526/ref=sr_1_1?crid=35UBRSG92TM8J&keywords=the+shift+to+student+led+novak&qid=1668059179&sprefix=the+shift+to+student+led+novak,aps,612&sr=8-1
[2] https://rocketpd.com/the-art-of-blended-learning-for-student-success/
[2] https://catlintucker.com/2020/04/5-tips-for-teaching-online
[2] https://catlintucker.com/2022/11/blended-5es/
[2] https://catlintucker.com/2023/02/breaking-the-fear-barrier/
[1] https://twitter.com/Catlin_Tucker/status/1625832319427702785/photo/1
[1] https://twitter.com/Catlin_Tucker/status/1246013320999636992/photo/1
[1] https://twitter.com/Catlin_Tucker/status/1601610237273788416/video/1
[1] https://catlintucker.com/2022/11/choosing-a-blended-learning-model

Top URLs in Tweet in G5:
[27] https://esheninger.blogspot.com/2023/01/edvice-closing-learning-gaps-with.html
[16] https://esheninger.blogspot.com/2022/12/creating-new-status-quo.html
[13] https://esheninger.blogspot.com/2022/11/developing-resilience-in-learners.html
[9] https://esheninger.blogspot.com/2023/01/self-regulation-in-personalized.html
[7] https://esheninger.blogspot.com/2022/11/are-you-juggling-or-leading.html
[6] https://esheninger.blogspot.com/2022/11/what-example-do-you-set.html
[6] https://esheninger.blogspot.com/2022/11/the-3-cs-to-survive-and-thrive-in.html
[5] https://esheninger.blogspot.com/2023/01/edvice-interest-powers-learning-and.html
[3] https://esheninger.blogspot.com/2023/01/imparting-value-when-it-comes-to-change.html
[3] https://esheninger.blogspot.com/2022/12/edvice-practical-strategies-in-90.html

Top URLs in Tweet in G6:
[17] https://schoolreportwriter.com/
[9] https://docs.google.com/forms/d/e/1FAIpQLSdlhU-euA5Es1wtusBnLUNOtH_rDjZvzjGo5zvN0Vb4EDcq3Q/closedform
[2] https://ictensw.org.au/Conference-Program
[1] https://medialiteracy.org.au/event/australian-media-literacy-summit-free-event/
[1] https://ictensw.org.au/event-5039127
[1] https://curriculum.nsw.edu.au/
[1] https://ictensw.org.au/
[1] https://twitter.com/ICTENSW/status/1624251673974800384/photo/1
[1] https://twitter.com/ICTENSW/status/1624705192066428930/photo/1
[1] https://www.ictensw.org.au/Award-Application

Top URLs in Tweet in G7:
[7] https://www.thegist.edu.au/educators/girls-in-stem/inclusive-classrooms/seven-principles-for-a-gender-inclusive-learning-environment/
[5] 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://www.youtube.com/watch?v=R7D8nQvKc1U&feature=youtu.be

[3] https://futureyouaustralia.com/teachers/
[3] https://futureyouaustralia.com/imagining-the-future/far-out/
[2] https://futureyouaustralia.com/pathfinder/louise/
[2] https://womensagenda.com.au/latest/new-initiative-will-help-primary-school-girls-imagine-themselves-in-stem-careers/
[2] https://www.youtube.com/watch?v=ewCwEb5dbEE&feature=youtu.be


Top URLs in Tweet in G8:
[43] https://docs.google.com/presentation/d/1HcHKyxu1_5nTgp5geZtf2VCVy5a4qE9i/edit?usp=sharing&ouid=113054530282239012320&rtpof=true&sd=true
[34] https://drive.google.com/drive/folders/1kCEgt-O42hWSRhtqnVOU4Nm-IDPu5Ilu?usp=share_link
[9] https://drive.google.com/drive/folders/1X9GAvNPBJwdqTY0xUqhHLCtMoMah9bIE?usp=sharing
[4] https://twitter.com/teacherchalky1/status/1603079621951504384/photo/1
[4] https://twitter.com/teacherchalky1/status/1601565394052972547/photo/1
[4] https://www.youtube.com/watch?v=Zq_ctxg9WiA&feature=youtu.be

[4] https://twitter.com/theworkpad/status/1613414590481850371/photo/1
[4] https://twitter.com/symons_timothy/status/1599625771538341888/photo/1
[3] https://www.tes.com/teaching-resource/a-level-biology-evidence-for-evolution-lesson-11336770
[3] https://www.tes.com/teaching-resource/a-level-biology-types-of-circulation-lesson-and-activities-11357977

Top URLs in Tweet in G9:
[3] https://lalt.lincoln.ac.uk/student-as-producer/#:~:text=Student%20as%20Producer%20is%20a,core%20of%20the%20undergraduate%20curriculum
[1] https://twitter.com/i/lists/1505331420923068416?s=20
[1] https://lthechat.com/2022/11/04/lthechat-246-podcasting-in-higher-education-informing-practice-or-just-podcrastination-led-by-markchilds-and-jsecker-wed-9th-november-8pm-uk/
[1] https://twitter.com/LTHEchat/status/1623413859397652482/photo/1
[1] https://twitter.com/LTHEchat/status/1588509433071640577
[1] https://twitter.com/VirnaRossi/status/1617470419790925824/photo/1
[1] https://twitter.com/VirnaRossi/status/1618195835157897216/photo/1
[1] https://twitter.com/VirnaRossi/status/1617472954694275074/photo/1
[1] https://twitter.com/VirnaRossi/status/1623665303468007426/photo/1
[1] https://twitter.com/VirnaRossi/status/1623664616235565058/photo/1

Top URLs in Tweet in G10:
[13] https://twitter.com/McArdleJen/status/1591727310859902976/photo/1
[1] https://twitter.com/vgilbert3/status/1610837440809287680/photo/1
[1] https://twitter.com/vgilbert3/status/1591983003391107073/photo/1
[1] https://twitter.com/vgilbert3/status/1618281541070721024/photo/1
[1] https://twitter.com/vgilbert3/status/1612133278701477895/photo/1
[1] https://twitter.com/vgilbert3/status/1625614862050070528/photo/1
[1] https://twitter.com/vgilbert3/status/1598108364730408960/photo/1
[1] https://twitter.com/vgilbert3/status/1614794438433185794/photo/1
[1] https://twitter.com/McArdleJen/status/1530857075835740160/photo/1
[1] https://twitter.com/McArdleJen/status/1602595780002545664/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[2233] twitter.com
[234] tes.com
[161] youtube.com
[107] google.com
[107] blogspot.com
[86] com.au
[54] teacherspayteachers.com
[46] org.au
[27] edu.au
[21] futureyouaustralia.com

Top Domains in Tweet in G1:
[473] twitter.com
[13] com.au
[8] youtube.com
[8] theeduflaneuse.com
[8] blogspot.com
[4] linkedin.com
[4] edutopia.org
[4] spotify.com
[4] tweetedtimes.com
[3] edu.au

Top Domains in Tweet in G2:
[157] twitter.com
[21] com.au
[16] youtube.com
[5] linkedin.com
[5] google.com
[3] teachergoals.com
[3] createsend.com
[3] tweetedtimes.com
[2] eventbrite.com
[2] hp.com

Top Domains in Tweet in G3:
[64] twitter.com
[10] com.au
[7] theconversation.com
[2] theguardian.com
[2] org.au
[1] net.au
[1] instagram.com
[1] gov.au
[1] rewordify.com
[1] dropbox.com

Top Domains in Tweet in G4:
[19] twitter.com
[8] catlintucker.com
[7] apple.com
[3] amazon.com
[2] rocketpd.com
[1] tiktok.com

Top Domains in Tweet in G5:
[97] blogspot.com
[30] twitter.com
[1] fastcompany.com
[1] paper.li

Top Domains in Tweet in G6:
[29] twitter.com
[17] schoolreportwriter.com
[9] google.com
[7] org.au
[1] edu.au
[1] darrellwakelam.com
[1] grokacademy.org
[1] avachallenge.org
[1] com.au
[1] soundcloud.com

Top Domains in Tweet in G7:
[72] twitter.com
[30] org.au
[21] futureyouaustralia.com
[17] edu.au
[10] youtube.com
[4] com.au
[2] childrensbooksdaily.com
[1] createsend.com
[1] mailchi.mp
[1] spaceaustralia.com

Top Domains in Tweet in G8:
[894] twitter.com
[234] tes.com
[102] youtube.com
[89] google.com
[54] teacherspayteachers.com
[2] creatablefuture.com
[2] fal.cn
[2] com.au
[1] bit.ly
[1] theguardian.com

Top Domains in Tweet in G9:
[26] twitter.com
[6] ac.uk
[1] lthechat.com
[1] theconversation.com
[1] onehe.org
[1] wordpress.com

Top Domains in Tweet in G10:
[23] twitter.com
[2] theeduflaneuse.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3441] aussieed
[1308] edchat
[1149] ukedchat
[889] nqtchat
[876] aqascience
[685] science
[643] ittchat
[385] revision
[225] sciencerevision
[199] edutwitter



Top Hashtags in Tweet in G1:
[1110] aussieed
[143] chatgpt
[110] ai
[104] aiineducation
[78] womened
[36] edchat
[28] edtech
[28] education
[23] waedconnect
[20] edutwitter

Top Hashtags in Tweet in G2:
[260] aussieed
[58] amammothlesson
[24] edtech
[21] chatgpt
[19] education
[18] nes23
[14] codebreaker
[13] mammothedu
[12] primaryrocks
[11] fetc

Top Hashtags in Tweet in G3:
[76] aussieed
[34] tesoloz
[4] morethanthanks
[3] auspol
[3] education
[2] k12artchat
[2] teachers
[2] vicvotes
[1] lantite
[1] gonski

Top Hashtags in Tweet in G4:
[86] blendedlearning
[18] edchateu
[18] ukedchat
[18] aussieed
[13] students
[11] edchat
[9] education
[8] teaching
[7] socialemotionallearning
[7] edutwitter

Top Hashtags in Tweet in G5:
[98] aussieed
[54] edchat
[45] ukedchat
[43] intled
[43] globaled
[43] edutwitter
[33] globaledchat
[33] 808educate
[31] edvice
[21] edchatnz

Top Hashtags in Tweet in G6:
[47] aussieed
[21] stem
[17] onted
[17] cdnedchat
[17] physed
[17] pechat
[17] pegeeks
[17] ibmyp
[17] ibpyp
[17] ibdp

Top Hashtags in Tweet in G7:
[91] aussieed
[30] tassiescience
[30] tassie
[30] tasmania
[30] stem
[20] stemcareers
[19] stemeducation
[18] girlsinstem
[18] womeninstem
[17] futureyou

Top Hashtags in Tweet in G8:
[1057] aussieed
[1036] ukedchat
[1020] edchat
[888] nqtchat
[876] aqascience
[684] science
[642] ittchat
[385] revision
[225] sciencerevision
[166] teamscience

Top Hashtags in Tweet in G9:
[27] lthechat
[26] academicchatter
[26] aussieed
[24] edchat
[24] edchatie
[23] academictwitter
[16] highered
[10] edtwitter
[6] highereducation
[5] chatgpt

Top Hashtags in Tweet in G10:
[26] aussieed
[14] womened
[14] joyfulleaders
[13] memspachat
[10] oklaed
[10] buildhopeedu
[8] sunchat
[7] teachnvchat
[7] caedchat
[7] miched

Top Words
Top Words in Tweet in Entire Graph:
[3451] #aussieed
[1316] #edchat
[1177] #ukedchat
[895] #nqtchat
[877] #aqascience
[796] revision
[720] here's
[689] #science
[671] students
[644] #ittchat

Top Words in Tweet in G1:
[1110] #aussieed
[544] zeinachalich
[334] lfurze
[221] ai
[204] mattoman71
[181] year
[176] school
[172] haskettshsc
[158] join
[146] chat

Top Words in Tweet in G2:
[262] #aussieed
[241] mrsalakas
[141] year
[134] book
[93] matthewxjoseph
[81] ai
[80] mammothedu
[73] mammoth
[67] author
[62] together

Top Words in Tweet in G3:
[76] #aussieed
[34] #tesoloz
[34] tesoloz
[27] school
[24] atesolnsw
[20] schools
[19] time
[17] funding
[17] one
[17] teachers

Top Words in Tweet in G4:
[127] catlin_tucker
[108] model
[102] learning
[86] #blendedlearning
[83] instructional
[81] put
[80] online
[78] 5es
[77] best
[76] person

Top Words in Tweet in G5:
[98] #aussieed
[75] e_sheninger
[56] #edchat
[45] #ukedchat
[43] #edutwitter
[43] #intled
[43] #globaled
[33] #808educate
[33] learning
[33] #globaledchat

Top Words in Tweet in G6:
[47] #aussieed
[39] ictensw
[39] 2023
[25] literacy
[21] #stem
[19] teacher
[17] technologies
[17] #pegeeks
[17] #ibdp
[17] #physed

Top Words in Tweet in G7:
[91] #aussieed
[61] stem
[36] futureyouoz
[31] students
[30] #tasmania
[30] #tassiescience
[30] #stem
[30] #tassie
[29] future
[24] find

Top Words in Tweet in G8:
[1067] #aussieed
[1064] #ukedchat
[1025] #edchat
[894] #nqtchat
[877] #aqascience
[796] revision
[709] here's
[688] #science
[643] #ittchat
[464] biology

Top Words in Tweet in G9:
[27] #lthechat
[26] #aussieed
[26] #academicchatter
[25] #edchat
[24] #edchatie
[23] #academictwitter
[16] #highered
[13] virnarossi
[10] #edtwitter
[7] students

Top Words in Tweet in G10:
[26] #aussieed
[14] #joyfulleaders
[14] #womened
[13] child
[13] #memspachat
[13] mcardlejen
[13] single
[13] join
[10] #buildhopeedu
[10] 8pm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1021] #aussieed,#edchat
[682] #science,#nqtchat
[674] #ukedchat,#science
[556] #nqtchat,#ittchat
[555] #ittchat,#aussieed
[542] #edchat,#aqascience
[428] here's,today's
[370] #aqascience,#revision
[335] #nqtchat,#aqascience
[330] last,minute

Top Word Pairs in Tweet in G1:
[196] zeinachalich,lfurze
[70] haskettshsc,cameronross3
[67] steven_kolber,zeinachalich
[64] #aussieed,#womened
[64] adrianodiprato,zeinachalich
[61] school,year
[61] aussieedchat,steven_kolber
[56] mrsalakas,aussieedchat
[52] cameronross3,mattoman71
[50] mattoman71,mrsalakas

Top Word Pairs in Tweet in G2:
[60] stronger,together
[60] year,anniversary
[53] bestselling,author
[53] celebrate,year
[53] anniversary,bestselling
[53] author,matthewxjoseph
[53] book,giveaway
[53] release,stronger
[53] giveaway,celebrate
[53] matthewxjoseph,release

Top Word Pairs in Tweet in G3:
[27] #aussieed,#tesoloz
[7] work,lilamularczyk
[7] fantastic,awesome
[7] lilamularczyk,janecaro
[7] awesome,work
[7] janecaro,team
[7] team,#aussieed
[6] #tesoloz,#aussieed
[6] tesoloz,fantastic
[6] learning,english

Top Word Pairs in Tweet in G4:
[78] instructional,model
[78] 5es,instructional
[76] combine,best
[76] aspects,person
[76] put,#blendedlearning
[76] spin,5es
[76] best,aspects
[76] #blendedlearning,spin
[76] model,combine
[76] online,learning

Top Word Pairs in Tweet in G5:
[43] #intled,#globaled
[43] #ukedchat,#intled
[43] #aussieed,#ukedchat
[35] #edchat,#edutwitter
[33] #globaled,#globaledchat
[31] #edutwitter,#aussieed
[27] gaps,rotational
[27] #edvice,closing
[27] closing,learning
[27] rotational,models

Top Word Pairs in Tweet in G6:
[17] #onted,#cdnedchat
[17] teacher,app
[17] highly,rated
[17] #ibmyp,#ibpyp
[17] app,#onted
[17] #pechat,#pegeeks
[17] #physed,#pechat
[17] #pegeeks,#ibmyp
[17] rated,teacher
[17] #ibpyp,#ibdp

Top Word Pairs in Tweet in G7:
[30] #tassie,#tasmania
[30] #tasmania,#stem
[30] #tassiescience,#tassie
[27] #stem,#aussieed
[18] #girlsinstem,#aussieed
[16] #aussieed,#stemeducation
[15] #thegist,#girlsinstem
[13] #stemeducation,#womeninstem
[10] imagining,future
[9] bush,adventures

Top Word Pairs in Tweet in G8:
[936] #aussieed,#edchat
[681] #science,#nqtchat
[673] #ukedchat,#science
[555] #nqtchat,#ittchat
[554] #ittchat,#aussieed
[542] #edchat,#aqascience
[428] here's,today's
[370] #aqascience,#revision
[335] #nqtchat,#aqascience
[328] until,last

Top Word Pairs in Tweet in G9:
[20] #edchat,#edchatie
[12] #academictwitter,#academicchatter
[9] #edchatie,#aussieed
[8] #academicchatter,#academictwitter
[7] #academictwitter,#edchat
[7] #aussieed,#lthechat
[6] #lthechat,#academicchatter
[6] #academicchatter,#aussieed
[6] #lthechat,#academictwitter
[6] #aussieed,#edchat

Top Word Pairs in Tweet in G10:
[13] child,#womened
[13] single,child
[13] #aussieed,#joyfulleaders
[13] #womened,#aussieed
[12] mcardlejen,single
[7] #oklaed,#buildhopeedu
[7] #aussieed,#sunchat
[7] #memspachat,thurs
[7] join,#memspachat
[7] #caedchat,#miched

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

Top Replied-To in G1:
@zeinachalich
@haskettshsc
@steven_kolber
@mattoman71
@lfurze
@mroliphantadl
@adrianodiprato
@asharaormit
@olivierelzingre
@mlobrien1

Top Replied-To in G2:
@matthewxjoseph
@inc_yv
@mraspinall
@mrsalakas
@haskettshsc
@mareewhiteley
@olivierelzingre
@cjpb63
@cosmicrami
@petoicamp

Top Replied-To in G3:
@artgalleryofnsw
@nathutchins
@miss_manda_k
@summerhill_ps
@johnqgoh
@helenmorgani
@maestrafoley
@gary_s_king
@steph_aniepham
@georgiac

Top Replied-To in G6:
@ictensw
@eastwood_ps
@imerinet

Top Replied-To in G7:
@futureyouoz

Top Replied-To in G9:
@daveowhite
@rnsoicher
@popoviccelia
@bali_maha

Top Mentioned
Top Mentioned in Entire Graph:
@zeinachalich
@mrsalakas
@lfurze
@mattoman71
@cameronross3
@haskettshsc
@teacherchalky1
@catlin_tucker
@matthewxjoseph

Top Mentioned in G1:
@zeinachalich
@lfurze
@mattoman71
@haskettshsc
@cameronross3
@mrsalakas
@steven_kolber
@aussieedchat
@adrianodiprato
@larubain

Top Mentioned in G2:
@mrsalakas
@matthewxjoseph
@mammothedu
@codebreakeredu
@jnxyz
@xfactoredu
@natedusummit
@mraspinall
@cameronross3
@evahartell

Top Mentioned in G3:
@tesoloz
@atesolnsw
@janecaro
@annadelconte
@georgialabos
@dzyngier
@lilamularczyk
@artgalleryofnsw
@bossleyparkhs
@sojournalwriter

Top Mentioned in G4:
@catlin_tucker
@rocketpd
@eslweb

Top Mentioned in G5:
@e_sheninger
@catlin_tucker
@brooklyngaelic
@adamjfitzgerald

Top Mentioned in G6:
@ictensw
@neuranextaiedu
@aus_media_lit
@nicolemockler
@schoolrptwriter
@neil_selwyn
@fizzicsed
@t_milkins
@hostbrian
@codeorg

Top Mentioned in G7:
@futureyouoz
@girlsinstemkit
@inspiringtasau
@twitofalili
@womensagenda
@daleyreads
@astrokirsten
@womeninstemau
@ausspaceagency

Top Mentioned in G8:
@teacherchalky1
@youtube
@firstlegoleague
@acaraeduau
@theworkpad
@catlin_tucker
@atlassian
@google
@microsoft

Top Mentioned in G9:
@virnarossi
@daveowhite
@juusonieminen
@shalinidukhan
@he_papers
@janmcarthur
@tg2chat
@k_gravett
@alisontorn

Top Mentioned in G10:
@mcardlejen
@nowakro
@vgilbert3
@mrsalakas
@timothy_c_lee
@schisik
@coach_hart
@toups_j
@ccurtisgl
@dr_maring

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersecurityn8
@john_siracusa
@sallyrmelb
@guardian
@ucloudify
@godfrey_g_
@ishagshafeeg
@calcaware
@ricardo_ik_ahau

Top Tweeters in G1:
@sallyrmelb
@ucloudify
@calcaware
@ricardo_ik_ahau
@gdprai
@robmax4
@alexbellars
@9newsadel
@financialreview
@ucloudifyai

Top Tweeters in G2:
@ishagshafeeg
@microsoftflip
@lacus09
@chrisdysonht
@revolp
@rdene915
@martina
@shiftparadigm
@markj_ohnson
@ictevangelist

Top Tweeters in G3:
@stem_nastics
@janecaro
@larryferlazzo
@hrw
@aliceleung
@tollerantheart
@conversationedu
@emilyfranesl
@edmjbg
@adamboxer1

Top Tweeters in G4:
@iamdrwill
@protectstudents
@vipulasharma1
@catlin_tucker
@lenessakeehn
@smsouthtdain
@atkauffman
@pdin140orless
@elgovecon
@williamfranzell

Top Tweeters in G5:
@juandoming
@thomascmurray
@cecilia_bocking
@skymazef3
@e_sheninger
@curriculumblog
@brooklyngaelic
@joe_sanfelippo
@jenniferagates
@jeff_zoul

Top Tweeters in G6:
@john_siracusa
@djobling
@stem_ai
@garym
@openalchat
@darrellwakelam
@harmonygritz
@praxismedhat
@awscloud
@burgencay

Top Tweeters in G7:
@b0tsci
@_duck_tweeting
@jharrison22
@nicolasantilli
@altait
@doctorkarl
@willkostakis
@wheelercentre
@twitofalili
@womensagenda

Top Tweeters in G8:
@bar_zie
@canva
@google
@blocht574
@16kthir0grxgnqn
@clairegcoleman
@marycjen
@unicef
@youtube
@classdojo

Top Tweeters in G9:
@academicchatter
@bali_maha
@mkbtuc
@profsallybrown
@derekbruff
@daveowhite
@uolondon
@jsecker
@johnnysrich
@mart_compton

Top Tweeters in G10:
@gdorn1
@piper_frank
@coachgoodman
@bethhill2829
@nowakro
@nsriazat
@donna_mccance
@dcpsmoss
@toups_j
@juliefslater