aussieED, Twitter, 2/10/2023 3:01:03 PM, 289076


FAQ | Problem?

aussieED_2023-02-10_06-48-12.xlsx
aussieED_2023-02-10_06-48-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 10, 2023
Short Description:
aussieED via NodeXL https://bit.ly/3YDJc3I
@mrsalakas
@zeinachalich
@cameronross3
@catlin_tucker
@allaboutthepact
@e_sheninger
@tesoloz
@markj_ohnson
@aussieedchat
@mattoman71

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

Description:
Description
The graph represents a network of 1,909 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 2/9/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 10 February 2023 at 14:56 UTC.

The tweets in the network were tweeted over the 2913-day, 15-hour, 7-minute period from Wednesday, 18 February 2015 at 08:20 UTC to Thursday, 09 February 2023 at 23:28 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 : 1909
Unique Edges : 1844
Edges With Duplicates : 8736
Total Edges : 10580
Number of Edge Types : 9
Mentions : 1145
MentionsInRetweet : 3374
Retweet : 2202
Quote : 248
MentionsInQuote : 196
MentionsInReplyTo : 1197
Replies to : 333
Tweet : 1883
MentionsInQuoteReply : 2
Self-Loops : 2164
Reciprocated Vertex Pair Ratio : 0.10059356451109
Reciprocated Edge Ratio : 0.182798751064434
Connected Components : 93
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 1710
Maximum Edges in a Connected Component : 10196
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.686535
Graph Density : 0.00096722685107397
Modularity : 0.26757
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,909 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 2/9/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 10 February 2023 at 14:56 UTC.

The tweets in the network were tweeted over the 2913-day, 15-hour, 7-minute period from Wednesday, 18 February 2015 at 08:20 UTC to Thursday, 09 February 2023 at 23:28 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:
[52] https://docs.google.com/presentation/d/1HcHKyxu1_5nTgp5geZtf2VCVy5a4qE9i/edit?usp=sharing&ouid=113054530282239012320&rtpof=true&sd=true
[28] https://esheninger.blogspot.com/2023/01/edvice-closing-learning-gaps-with.html
[27] https://drive.google.com/drive/folders/1kCEgt-O42hWSRhtqnVOU4Nm-IDPu5Ilu?usp=share_link
[25] 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://www.thegist.edu.au/students/women-in-stem/podcasts/
[13] https://esheninger.blogspot.com/2022/11/developing-resilience-in-learners.html
[12] https://drive.google.com/drive/folders/1X9GAvNPBJwdqTY0xUqhHLCtMoMah9bIE?usp=sharing

Top URLs in Tweet in G1:
[9] https://twitter.com/rachaellehr/status/1585633214953291777/photo/1
[5] https://twitter.com/HaskettsHSC/status/1601877240039768065/photo/1
[5] https://twitter.com/HaskettsHSC/status/1601882010045534208/photo/1
[5] https://tweetedtimes.com/esafetyteacher
[4] https://docs.google.com/forms/d/e/1FAIpQLSdlhU-euA5Es1wtusBnLUNOtH_rDjZvzjGo5zvN0Vb4EDcq3Q/closedform
[4] https://twitter.com/HaskettsHSC/status/1601878620007727104/photo/1
[4] https://twitter.com/MRsalakas/status/1621930987793055745/photo/1
[4] https://twitter.com/MatthewXJoseph/status/1597519058425229312/photo/1
[4] https://www.eventbrite.com.au/e/book-launch-empowering-teachers-and-democratising-schooling-tickets-485941252367
[4] https://twitter.com/ponderingDan/status/1603255232518967300/photo/1

Top URLs in Tweet in G2:
[4] https://twitter.com/ZeinaChalich/status/1592804080065613829/photo/1
[4] https://twitter.com/ZeinaChalich/status/1604340309705506816/photo/1
[4] https://twitter.com/ZeinaChalich/status/1586658921430786048
[4] https://twitter.com/ZeinaChalich/status/1586660934717685760
[4] https://twitter.com/7Mrsjames/status/1617842508284989440/photo/1
[4] https://twitter.com/SOteachme/status/1602096529736871936/photo/1
[3] https://twitter.com/ZeinaChalich/status/1586629142828974080
[3] https://twitter.com/ZeinaChalich/status/1586653133496885248
[2] https://twitter.com/ZeinaChalich/status/1594898589641494529/photo/1
[2] https://www.barefootteflteacher.com/p/ai-can-now-write-your-lesson-plans

Top URLs in Tweet in G3:
[4] https://twitter.com/TESOLoz/status/1613854317139853315/photo/1
[4] https://twitter.com/TESOLoz/status/1601757002224795648/photo/1
[4] https://twitter.com/TESOLoz/status/1599952661557956608/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
[2] https://www.theguardian.com/books/2022/nov/11/one-in-five-childrens-books-features-character-of-colour-but-fiction-lags-behind?CMP=share_btn_tw
[2] https://twitter.com/georgiac/status/1614770128515895296/photo/1
[1] https://fal.cn/3suIr

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://catlintucker.com/2020/04/5-tips-for-teaching-online
[2] https://catlintucker.com/2022/11/blended-5es/
[1] https://rocketpd.com/the-art-of-blended-learning-for-student-success/
[1] https://twitter.com/Catlin_Tucker/status/1623280503502647301/photo/1
[1] https://catlintucker.com/2022/11/choosing-a-blended-learning-model/
[1] https://twitter.com/Catlin_Tucker/status/1597671305007943680/photo/1
[1] https://twitter.com/Catlin_Tucker/status/1605266844960653312/video/1
[1] https://twitter.com/Catlin_Tucker/status/1601610237273788416/video/1

Top URLs in Tweet in G5:
[7] https://education.nsw.gov.au/teaching-and-learning/professional-learning/scan/past-issues/vol-41-2022/issue-7-2022
[5] https://hopin.com/events/the-glow-conference/registration
[4] https://www.edutopia.org/article/the-10-most-significant-education-studies-of-2022
[4] https://twitter.com/lustreeducation/status/1572077290674335745/photo/1
[2] https://twitter.com/AdrianoDiPrato/status/1601884333643812864/photo/1
[2] https://meglanguages.com/going-global-student-action-programs/
[2] https://www.research.net/r/PlayPrioritisation
[1] https://twitter.com/i/spaces/1YqJDoYbeeaGV
[1] https://twitter.com/MegGlobalEd/status/1588335563605688322
[1] https://twitter.com/MegGlobalEd/status/1590857320543690753

Top URLs in Tweet in G6:
[4] https://twitter.com/moadlearning/status/1619191184680968192/photo/1
[2] https://twitter.com/moadlearning/status/1621412892276056064
[2] https://latitudegrouptravel.com.au/school-trips-abroad-4-ways-to-plan-a-stress-free-trip/
[2] https://latitudegrouptravel.com.au/why-should-your-school-combine-subjects-in-your-educational-touring-program/
[2] https://www.theeducatoronline.com/k12/news/what-will-the-future-of-teaching-and-learning-look-like/281360
[2] https://twitter.com/moadlearning/status/1603675754079715328/photo/1
[2] https://www.eventbrite.com/cc/minecraft-hour-of-code-live-lessons-for-australia-1414669
[2] https://www.thefusecup.com.au/minecraft
[1] https://sydneyuniversitypress.com.au/collections/ro_recent/products/182526
[1] https://www.savethechildren.org.au/about-us/save-the-childrens-charity-work/orphanage-tourism-and-voluntourism

Top URLs in Tweet in G7:
[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
[11] https://esheninger.blogspot.com/2022/10/better-feedback-for-deeper-learning.html
[9] https://esheninger.blogspot.com/2023/01/self-regulation-in-personalized.html
[7] https://esheninger.blogspot.com/2022/10/strategies-to-empower-reluctant-staff.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

Top URLs in Tweet in G8:
[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://twitter.com/dzyngier/status/1268044057252511746/photo/1
[1] https://twitter.com/dzyngier/status/1605877562487734273/video/1
[1] https://twitter.com/VicGovtNews/status/1586795831457247232
[1] https://johnmenadue.com/ipa-and-teachers/
[1] https://twitter.com/aliceleung/status/1587158043678343168
[1] https://ministers.education.gov.au/clare/round-1-schools-upgrade-fund-open
[1] https://twitter.com/JasonClareMP/status/1597061279969001472/photo/1
[1] https://www.publiceducationparty.org.au

Top URLs in Tweet in G9:
[25] https://schoolreportwriter.com/
[9] https://docs.google.com/forms/d/e/1FAIpQLSdlhU-euA5Es1wtusBnLUNOtH_rDjZvzjGo5zvN0Vb4EDcq3Q/closedform
[1] https://medialiteracy.org.au/event/australian-media-literacy-summit-free-event/
[1] https://curriculum.nsw.edu.au/
[1] https://ictensw.org.au/
[1] https://ictensw.org.au/event-5039127
[1] https://www.ictensw.org.au/Award-Application
[1] https://twitter.com/ICTENSW/status/1593859943803027456/photo/1
[1] https://twitter.com/ICTENSW/status/1599272134433730560/photo/1
[1] https://twitter.com/SchoolRptWriter/status/1587412853203542016/photo/1

Top URLs in Tweet in G10:
[3] https://lalt.lincoln.ac.uk/student-as-producer/#:~:text=Student%20as%20Producer%20is%20a,core%20of%20the%20undergraduate%20curriculum
[2] https://twitter.com/HeatherBranigan/status/1580572656088145920
[2] https://twitter.com/LTHEchat/status/1588509433071640577
[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/1623413859397652482
[1] https://twitter.com/VirnaRossi/status/1617470419790925824/photo/1
[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

Top Domains
Top Domains in Tweet in Entire Graph:
[2346] twitter.com
[263] tes.com
[158] youtube.com
[123] blogspot.com
[109] google.com
[98] com.au
[47] org.au
[42] edu.au
[38] teacherspayteachers.com
[25] schoolreportwriter.com

Top Domains in Tweet in G1:
[411] twitter.com
[29] com.au
[11] tweetedtimes.com
[9] youtube.com
[8] edu.au
[7] linkedin.com
[6] google.com
[6] blogspot.com
[3] teachergoals.com
[3] educationperfect.com

Top Domains in Tweet in G2:
[195] twitter.com
[6] com.au
[3] theguardian.com
[2] weforum.org
[2] gov.au
[2] theverge.com
[2] barefootteflteacher.com
[1] nih.gov
[1] forbes.com
[1] youtube.com

Top Domains in Tweet in G3:
[68] twitter.com
[8] com.au
[5] theconversation.com
[3] fal.cn
[2] edu.au
[2] youtube.com
[2] gov.au
[2] theguardian.com
[1] net.au
[1] instagram.com

Top Domains in Tweet in G4:
[14] twitter.com
[7] apple.com
[6] catlintucker.com
[3] amazon.com
[1] rocketpd.com

Top Domains in Tweet in G5:
[58] twitter.com
[8] gov.au
[5] hopin.com
[5] meglanguages.com
[4] edutopia.org
[2] com.au
[2] research.net
[1] hundred.org
[1] scisdata.com
[1] strikinglycdn.com

Top Domains in Tweet in G6:
[57] twitter.com
[22] com.au
[18] theeducatoronline.com
[3] gov.au
[2] forbes.com
[2] eventbrite.com
[2] net.au
[1] org.au
[1] edu.au
[1] bizcommunity.com

Top Domains in Tweet in G7:
[115] blogspot.com
[36] twitter.com
[2] paper.li
[1] fastcompany.com

Top Domains in Tweet in G8:
[17] twitter.com
[4] com.au
[3] theconversation.com
[2] gov.au
[1] johnmenadue.com
[1] org.au
[1] asn.au
[1] eventbrite.com
[1] apmreports.org

Top Domains in Tweet in G9:
[29] twitter.com
[25] schoolreportwriter.com
[9] google.com
[5] org.au
[2] com.au
[1] edu.au
[1] darrellwakelam.com
[1] grokacademy.org

Top Domains in Tweet in G10:
[28] twitter.com
[6] ac.uk
[1] lthechat.com
[1] wonkhe.com
[1] theconversation.com
[1] onehe.org
[1] classcomposer.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3373] aussieed
[1379] edchat
[1227] ukedchat
[934] aqascience
[920] nqtchat
[733] science
[670] ittchat
[414] revision
[254] sciencerevision
[202] edutwitter



Top Hashtags in Tweet in G1:
[802] aussieed
[69] amammothlesson
[47] chatgpt
[43] education
[42] wtd2022
[40] edchat
[39] worldteachersday2022
[29] edtech
[27] codebreaker
[27] waedconnect

Top Hashtags in Tweet in G2:
[340] aussieed
[68] womened
[26] chatgpt
[21] wtd2022
[18] aiineducation
[13] edtech
[9] ai
[8] education
[8] edutwitter
[6] worldteachersday2022

Top Hashtags in Tweet in G3:
[76] aussieed
[34] tesoloz
[5] auscurric
[3] k12artchat
[3] morethanthanks
[3] teachers
[2] edutwitter
[2] 2e
[1] wtd2022
[1] austcurric

Top Hashtags in Tweet in G4:
[81] blendedlearning
[14] edchateu
[14] ukedchat
[14] aussieed
[7] edchat
[7] socialemotionallearning
[7] education
[7] teaching
[4] edutwitter
[2] onlinelearning

Top Hashtags in Tweet in G5:
[71] aussieed
[18] learnlap
[14] nctlchat
[12] globalcitizenship
[12] k12
[12] edchat
[10] glow22
[10] studentagency
[10] asiaed
[10] 21stedchat

Top Hashtags in Tweet in G6:
[109] aussieed
[60] edleaders
[20] banphonesinschools
[16] digitalwellbeing
[11] minecraftedu
[9] hourofcode
[6] stemeducation
[6] teachersleaving
[6] aussieteachertribe
[6] teachersdownunder

Top Hashtags in Tweet in G7:
[145] aussieed
[73] edutwitter
[61] edchat
[57] ukedchat
[54] intled
[54] globaled
[45] globaledchat
[41] 808educate
[31] edvice
[23] edchatnz

Top Hashtags in Tweet in G8:
[34] aussieed
[6] tesoloz
[3] auspol
[3] vicvotes
[2] morethanthanks
[2] education
[1] lantite
[1] gonski
[1] fairfundingnow
[1] edutwitter

Top Hashtags in Tweet in G9:
[46] aussieed
[25] onted
[25] cdnedchat
[25] physed
[25] pechat
[25] pegeeks
[25] ibmyp
[25] ibpyp
[25] ibdp
[22] stem

Top Hashtags in Tweet in G10:
[31] aussieed
[30] lthechat
[29] academicchatter
[29] edchat
[27] academictwitter
[26] edchatie
[15] highered
[9] edtwitter
[5] highereducation
[4] lls2023

Top Words
Top Words in Tweet in Entire Graph:
[3386] #aussieed
[1389] #edchat
[1258] #ukedchat
[935] #aqascience
[926] #nqtchat
[839] revision
[793] here's
[737] #science
[686] students
[671] #ittchat

Top Words in Tweet in G1:
[804] #aussieed
[377] mrsalakas
[277] year
[190] book
[185] mattoman71
[183] zeinachalich
[163] haskettshsc
[150] school
[139] 2022
[131] cameronross3

Top Words in Tweet in G2:
[340] #aussieed
[78] zeinachalich
[69] school
[68] #womened
[64] ai
[60] time
[60] teachers
[58] teacher
[53] re
[45] learning

Top Words in Tweet in G3:
[76] #aussieed
[34] #tesoloz
[33] tesoloz
[27] atesolnsw
[18] school
[17] teachers
[15] great
[15] learning
[15] year
[14] teacher

Top Words in Tweet in G4:
[104] catlin_tucker
[98] learning
[95] model
[81] #blendedlearning
[80] online
[78] 5es
[78] instructional
[77] best
[76] person
[76] combine

Top Words in Tweet in G5:
[71] #aussieed
[29] join
[29] scan
[29] latest
[28] schools
[27] report
[25] adrianodiprato
[25] issue
[23] megglobaled
[22] practical

Top Words in Tweet in G6:
[109] #aussieed
[60] #edleaders
[33] more
[27] school
[26] 2023
[20] #banphonesinschools
[17] book
[16] #digitalwellbeing
[16] see
[16] learning

Top Words in Tweet in G7:
[145] #aussieed
[90] e_sheninger
[73] #edutwitter
[63] #edchat
[57] #ukedchat
[54] #globaled
[54] #intled
[46] learning
[45] #globaledchat
[41] #808educate

Top Words in Tweet in G8:
[38] teachers
[34] #aussieed
[31] school
[20] dzyngier
[18] schools
[17] make
[16] funding
[12] janecaro
[11] education
[10] work

Top Words in Tweet in G9:
[46] #aussieed
[36] 2023
[27] teacher
[25] app
[25] #cdnedchat
[25] #pegeeks
[25] #ibmyp
[25] highly
[25] rated
[25] #physed

Top Words in Tweet in G10:
[31] #aussieed
[30] #edchat
[30] #lthechat
[29] #academicchatter
[27] #academictwitter
[26] #edchatie
[15] #highered
[14] virnarossi
[9] #edtwitter
[7] students

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1090] #aussieed,#edchat
[729] #science,#nqtchat
[712] #ukedchat,#science
[594] #edchat,#aqascience
[579] #nqtchat,#ittchat
[578] #ittchat,#aussieed
[457] here's,today's
[389] #aqascience,#revision
[352] last,minute
[350] leave,revision

Top Word Pairs in Tweet in G1:
[68] school,year
[68] stronger,together
[68] year,anniversary
[60] haskettshsc,cameronross3
[59] giveaway,celebrate
[59] celebrate,year
[59] anniversary,bestselling
[59] release,stronger
[59] author,matthewxjoseph
[59] matthewxjoseph,release

Top Word Pairs in Tweet in G2:
[62] #aussieed,#womened
[15] ai,powered
[14] creation,report
[14] powered,teacher
[14] educators,ai
[14] planning,rubrics
[14] teacher,toolkit
[14] rubrics,creation
[14] aussie,educators
[14] lesson,planning

Top Word Pairs in Tweet in G3:
[25] #aussieed,#tesoloz
[8] #tesoloz,#aussieed
[7] being,part
[7] public,consultation
[6] learning,english
[5] naur,yeah
[5] two,letter
[5] atesolnsw,thanks
[5] yeah,australia
[5] maintaining,home

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:
[21] putting,creativity
[21] latest,publication
[21] lucaslearn,latest
[21] report,practical
[21] heart,schools
[21] creativity,heart
[21] publication,report
[21] schools,lucaslearn
[20] adrianodiprato,putting
[18] 7pm,central

Top Word Pairs in Tweet in G6:
[55] #aussieed,#edleaders
[14] book,yay
[14] yay,see
[14] december,means
[14] below,more
[14] 'australian,universities'
[14] more,'australian
[14] means,book
[14] see,below
[13] mthomaseddev,december

Top Word Pairs in Tweet in G7:
[59] #edutwitter,#aussieed
[55] #aussieed,#ukedchat
[54] #ukedchat,#intled
[54] #intled,#globaled
[45] #globaled,#globaledchat
[36] #edchat,#edutwitter
[27] #edvice,closing
[27] closing,learning
[27] learning,gaps
[27] gaps,rotational

Top Word Pairs in Tweet in G8:
[9] school,needs
[8] itself,face
[8] moment,declare
[8] declare,war
[8] face,going
[8] going,provide
[8] shoot,itself
[8] ipa,choose
[8] expert,teachers
[8] teachers,shoot

Top Word Pairs in Tweet in G9:
[25] #cdnedchat,#physed
[25] teacher,app
[25] #pegeeks,#ibmyp
[25] #onted,#cdnedchat
[25] #ibmyp,#ibpyp
[25] app,#onted
[25] #ibpyp,#ibdp
[25] #pechat,#pegeeks
[25] rated,teacher
[25] #physed,#pechat

Top Word Pairs in Tweet in G10:
[22] #edchat,#edchatie
[14] #academictwitter,#academicchatter
[10] #academicchatter,#academictwitter
[10] #edchatie,#aussieed
[8] #aussieed,#edchat
[8] #lthechat,#academictwitter
[8] #academictwitter,#edchat
[7] #aussieed,#lthechat
[7] #academicchatter,#aussieed
[6] #edchatie,#highered

Top Replied-To
Top Replied-To in Entire Graph:
@zeinachalich
@haskettshsc
@mattoman71
@adamjfitzgerald
@asharaormit
@olivierelzingre
@mrsalakas
@mareewhiteley
@cjpb63
@mroliphantadl

Top Replied-To in G1:
@haskettshsc
@zeinachalich
@mattoman71
@olivierelzingre
@mrsalakas
@asharaormit
@mareewhiteley
@adamjfitzgerald
@mroliphantadl
@matthewbeggs

Top Replied-To in G2:
@zeinachalich
@mattoman71
@mlobrien1
@cjpb63
@juspoidevin
@jppav_teacher
@adamjfitzgerald
@lwholley
@frankchloe
@bernimoreno

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

Top Replied-To in G5:
@zeinachalich

Top Replied-To in G6:
@chrisminns
@dantehanwannon
@smitchellmlc
@chrisminnsmp
@wesfangmlc
@johannhari101
@moadlearning

Top Replied-To in G8:
@jasmyn_k_hall
@narelledaff
@agavrielatos
@reimaginingedu1
@southwickmp
@shaunnewman2
@ladolcevita_99
@nathutchins
@gaw101
@ocosvic

Top Replied-To in G9:
@ictensw
@eastwood_ps
@imerinet

Top Replied-To in G10:
@daveowhite
@rnsoicher
@popoviccelia
@tavoer8
@bali_maha

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

Top Mentioned in G1:
@mrsalakas
@mattoman71
@zeinachalich
@cameronross3
@haskettshsc
@aussieedchat
@matthewxjoseph
@mammothedu
@steven_kolber
@codebreakeredu

Top Mentioned in G2:
@zeinachalich
@mattoman71
@haskettshsc
@aussieedchat
@cameronross3
@pipcleaves
@mrsalakas
@steven_kolber
@frankchloe
@adrianodiprato

Top Mentioned in G3:
@tesoloz
@atesolnsw
@annadelconte
@georgialabos
@artgalleryofnsw
@bossleyparkhs
@sojournalwriter
@acaraeduau
@sbs
@conversationedu

Top Mentioned in G4:
@catlin_tucker
@rocketpd
@eslweb

Top Mentioned in G5:
@adrianodiprato
@megglobaled
@lucaslearn
@scanjournal
@lottiedowlingnz
@pasi_sahlberg
@paulsolarz
@bialikcollege
@edpuzzle
@globaledaction

Top Mentioned in G6:
@mthomaseddev
@smitchellmlc
@moadlearning
@standouted
@nsweducation
@theeducatorau
@chrisminnsmp
@drellenlarsen1
@thefusecup
@atse_au

Top Mentioned in G7:
@e_sheninger
@jppav_teacher
@catlin_tucker
@brooklyngaelic
@swarajyamag
@ca_reon
@adamjfitzgerald

Top Mentioned in G8:
@dzyngier
@janecaro
@tesoloz
@lilamularczyk
@ewanmcintosh
@knight2susan
@detvic
@adamlcarey
@lecturahamish
@mazst

Top Mentioned in G9:
@ictensw
@neuranextaiedu
@schoolrptwriter
@aus_media_lit
@natedusummit
@fizzicsed
@grokacademy
@bcec_brisbane
@hostbrian
@mrsalakas

Top Mentioned in G10:
@virnarossi
@daveowhite
@juusonieminen
@mrsalakas
@he_papers
@janmcarthur
@tg2chat
@k_gravett
@alisontorn

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersecurityn8
@john_siracusa
@guardian
@ucloudify
@godfrey_g_
@ishagshafeeg
@broomstick33
@raywilton4
@ochreblue

Top Tweeters in G1:
@ucloudify
@ishagshafeeg
@robmax4
@microsoftflip
@lacus09
@financialreview
@chrisdysonht
@revolp
@martina
@thetiser

Top Tweeters in G2:
@godfrey_g_
@alexbellars
@drmel_t
@wef
@sbsnews
@eliistender10
@nathan_stevens
@mrterborg
@abcmelbourne
@natashainoz

Top Tweeters in G3:
@stem_nastics
@larryferlazzo
@hrw
@mrkempnz
@anitaheiss
@conversationedu
@emilyfranesl
@edmjbg
@drcarolsalva
@gf2445

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

Top Tweeters in G5:
@burgessdave
@joedale
@jc_james_clark
@elemenous
@edutopia
@paulsolarz
@imsporticus
@kelmarx83
@ohanafamilies
@vidhyag12

Top Tweeters in G6:
@forbes
@annabelastbury
@lego_group
@mveg001
@spookylib
@ianstuart66
@boblingard86
@7newsgoldcoast
@tcea
@think_inclusive

Top Tweeters in G7:
@juandoming
@swarajyamag
@grammasheri
@thomascmurray
@cecilia_bocking
@skymazef3
@e_sheninger
@curriculumblog
@brooklyngaelic
@joe_sanfelippo

Top Tweeters in G8:
@broomstick33
@raywilton4
@ochreblue
@janecaro
@inside_cupboard
@tafedefender
@aliceleung
@tollerantheart
@adamboxer1
@anncaro11

Top Tweeters in G9:
@djobling
@stem_ai
@garym
@openalchat
@darrellwakelam
@praxismedhat
@burgencay
@fizzicsed
@imerinet
@missjessm

Top Tweeters in G10:
@academicchatter
@rdene915
@workingbnb
@bali_maha
@mkbtuc
@profsallybrown
@derekbruff
@biologygoddess
@daveowhite
@uolondon