aussieED, Twitter, 3/5/2021 9:01:10 PM, 250171


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aussieED_2021-03-05_07-46-49.xlsx
aussieED_2021-03-05_07-46-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 05, 2021
Short Description:
aussieED via NodeXL https://bit.ly/2O50x6W
@soteachme
@lv2teachntravel
@zeinachalich
@catlin_tucker
@ginabondi1
@cameronross3
@greg_ashman
@agileteacher
@mrsalakas
@edchateu

Top hashtags:
#aussieed
#edchat
#ukedchat
#education
#nqtchat
#science
#edchateu
#aqascience

Description:
Description
The graph represents a network of 2,403 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, 05 March 2021 at 15:50 UTC.

The requested start date was Friday, 05 March 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 47-minute period from Friday, 19 February 2021 at 01:10 UTC to Friday, 05 March 2021 at 00:57 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 : 2403
Unique Edges : 1209
Edges With Duplicates : 6830
Total Edges : 8039
Number of Edge Types : 5
Mentions : 1184
MentionsInRetweet : 3061
Retweet : 2445
Replies to : 507
Tweet : 842
Self-Loops : 873
Reciprocated Vertex Pair Ratio : 0.0778258184064237
Reciprocated Edge Ratio : 0.144412607449857
Connected Components : 89
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 2162
Maximum Edges in a Connected Component : 7403
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.016747
Graph Density : 0.000604642476116622
Modularity : 0.3638
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,403 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, 05 March 2021 at 15:50 UTC.

The requested start date was Friday, 05 March 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 47-minute period from Friday, 19 February 2021 at 01:10 UTC to Friday, 05 March 2021 at 00:57 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:
[37] https://fillingthepail.substack.com/p/philosophy-for-children-does-not?r=7effy&utm_campaign=post&utm_medium=web&utm_source=twitter
[24] https://fillingthepail.substack.com/p/why-scott-alexander-is-wrong-about?r=7effy&utm_campaign=post&utm_medium=web&utm_source=twitter
[17] https://www.trevormackenzie.com/
[16] https://fillingthepail.substack.com/
[14] https://fillingthepail.substack.com/p/masters-thesis?r=7effy&utm_campaign=post&utm_medium=email&utm_source=twitter
[10] https://year13.com.au/schools?utm_source=twitter&utm_medium=post&utm_campaign=expo2021
[10] http://esheninger.blogspot.com/2021/02/extending-grace-to-yourself.html
[10] https://drive.google.com/drive/folders/13ogsH2Ha6sx_bbPpcKihZ-2h-3ahYDZd?usp=sharing
[10] https://r4j68.app.goo.gl/?link=https%3A%2F%2Fwww.podbean.com%2Fmedia%2Fshare%2Fpb-t5d5r-fc1a78&utm_campaign=u_share_ep&utm_source=u_share&utm_medium=dlink&ct=u_share_ep&imv=670&amv=530&isi=973361050&ibi=com.podbean.app.podcast&ipbi=com.podbean.app.podcast&apn=com.podbean.app.podcast
[8] https://theeduflaneuse.com/2021/02/20/staff-wellbeing-time-money/

Top URLs in Tweet in G1:
[1] https://news.nswtf.org.au/blog/news/2021/02/gallop-report-release-highlights-teaching-crisis
[1] https://twitter.com/jamesvgingerich/status/1363240259312627712
[1] https://twitter.com/uon_ttrc/status/1361816201400184835
[1] https://www.nswtf.org.au/inquiry

Top URLs in Tweet in G2:
[8] https://theeduflaneuse.com/2021/02/20/staff-wellbeing-time-money/
[5] https://nationaleducationsummit.com.au/2021-conference-april/#conference4
[5] https://ausearlycareerteachers.wordpress.com/
[4] https://www.joinclubhouse.com/event/MR35Z0AY
[4] https://www.edutopia.org/article/using-circle-practice-classroom
[4] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2F2778901942227281%2F
[3] https://twitter.com/lv2teachntravel/status/1363424473324478464
[3] https://twitter.com/CameronRoss3/status/1365962698131865603
[3] https://twitter.com/CameronRoss3/status/1365967982795640835
[3] https://schoolbox.com.au/blog/the-impact-of-remote-learning-on-student-engagement/?utm_source=twitter&utm_medium=social&utm_campaign=blog-the-impact-of-remote-learning-on-student-engagement

Top URLs in Tweet in G3:
[2] https://catlintucker.com/2021/02/would-you-rather/
[1] https://catlintucker.com/2021/03/formative-assessment-designing-differentiated-learning/
[1] https://catlintucker.com/2021/02/reading-resources/
[1] https://catlintucker.com/2020/12/4ps-conference-strategy/

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249160
[1] https://twitter.com/erikasmith/status/1363943609888743427
[1] https://twitter.com/anda19/status/1362441539281162254
[1] https://twitter.com/dr_paul_penn/status/1362487278677991431
[1] https://twitter.com/oinas_sanna/status/1362774069813407747
[1] https://twitter.com/azranaseem/status/1367128895733043203
[1] https://itali.uq.edu.au/about/projects/highered-heroes-podcast
[1] https://www.acu.ac.uk/the-internationalist/
[1] https://twitter.com/gcieducation/status/1359982816075804675
[1] http://esheninger.blogspot.com/2021/02/the-lengths-teachers-will-go-for-kids.html

Top URLs in Tweet in G5:
[1] https://wakelet.com/wake/LzemZqEKxyxm-yZJ4dXWz
[1] https://globalgtchatpoweredbytagt.wordpress.com/2021/02/19/integrating-ai-into-gifted-education/
[1] https://wakelet.com/wake/V6Bi698uiTjvMy3STl0bd
[1] https://globalgtchatpoweredbytagt.wordpress.com/2021/03/02/asynchronous-development-in-gt-kids/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DeNEdvBoxumw&q=EgS4SO-bGJiliYIGIhkA8aeDSz2k2k0xA6ZKmF8d7jq79umZI3ugMgFy
[1] https://twitter.com/nswcse/status/1365066238867562498
[1] https://fillingthepail.substack.com/p/why-scott-alexander-is-wrong-about?r=7effy&utm_campaign=post&utm_medium=web&utm_source=twitter
[1] https://fillingthepail.substack.com/
[1] https://twitter.com/teacher2teacher/status/1365421479169380352
[1] https://twitter.com/teacher2teacher/status/1365089677804326914

Top URLs in Tweet in G6:
[17] https://www.trevormackenzie.com/
[3] https://www.shorturl.at/djqPZ
[2] https://geni.us/2A7wo
[1] https://www.kqed.org/mindshift/52679/why-its-crucial-and-really-hard-to-talk-about-more-equitable-grading
[1] https://edte.ch/blog/2019/10/08/the-difference-between-dialogue-and-discussion/
[1] https://geni.us/36MJ0BD

Top URLs in Tweet in G7:
[2] https://apps.apple.com/us/app/dressing-smudge/id1554720329
[2] https://www.theguardian.com/commentisfree/2021/feb/27/australian-teachers-workload-is-snowballing-as-their-pay-lags-behind
[1] https://twitter.com/ukedchat/status/1363439834304569345
[1] https://www.cambridge.edu.au/education/series/Cambridge-Checkpoints-VCE?utm_source=twitter&utm_medium=social&utm_campaign=checkpointsvceseries
[1] https://primary-ideas.blogspot.com/2021/02/bitmoji-to-personalise-homophones.html
[1] https://twitter.com/sciencetasmania/status/1363720969819328516
[1] https://monash.az1.qualtrics.com/jfe/form/SV_etEkHYNE3mbefmS
[1] https://www.clickview.com.au/aussie-student-inventions/
[1] https://twitter.com/philosophyteach/status/1364166607073775617
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Duh1xkam3yIE&q=EgS4SO-bGN2liYIGIhkA8aeDSzo1XezpXXjTu6E9gi39N51jA_qTMgFy

Top URLs in Tweet in G8:
[37] https://fillingthepail.substack.com/p/philosophy-for-children-does-not?r=7effy&utm_campaign=post&utm_medium=web&utm_source=twitter
[23] https://fillingthepail.substack.com/p/why-scott-alexander-is-wrong-about?r=7effy&utm_campaign=post&utm_medium=web&utm_source=twitter
[13] https://fillingthepail.substack.com/
[13] https://fillingthepail.substack.com/p/masters-thesis?r=7effy&utm_campaign=post&utm_medium=email&utm_source=twitter
[10] https://r4j68.app.goo.gl/?link=https%3A%2F%2Fwww.podbean.com%2Fmedia%2Fshare%2Fpb-t5d5r-fc1a78&utm_campaign=u_share_ep&utm_source=u_share&utm_medium=dlink&ct=u_share_ep&imv=670&amv=530&isi=973361050&ibi=com.podbean.app.podcast&ipbi=com.podbean.app.podcast&apn=com.podbean.app.podcast
[6] https://www.eventbrite.co.uk/e/researched-curriculum-forum-tickets-136758479293
[1] https://mailchi.mp/98042360cca1/jointhepavilion

Top URLs in Tweet in G9:
[2] https://www.teachermagazine.com.au/
[1] https://twitter.com/SalzburgGlobal/status/1366637843783770112
[1] https://twitter.com/robproff1/status/1366203116543123457
[1] https://www.dailymail.co.uk/femail/article-9299823/Maths-lecturer-leaves-people-baffled-daughters-homework.html
[1] https://www.facebook.com/events/264611638562720
[1] https://qld.gov.au/ShowcaseAwards
[1] https://qed.qld.gov.au/about-us/news-and-media/for-the-love-of-science
[1] https://zoom.us/webinar/register/6316118980603/WN_hbLDXZztRkaQd0zD74OOtg
[1] https://zoom.us/webinar/register/rec/WN_atnYy64GSTKBA87zmyZCDg?meetingId=TKVrB47vm9yy4VN4JCK61C8UcegUv8GaeC5KEpMX3OvabUduGEWc5DM4KwZNDH8l.Iu3Yd12aX16Y0npu&playId=&action=play&_x_zm_rtaid=E-zaZpdvRhmXOfB_Y33CTg.1614337331161.338fdb7a473b41470c22447cb6e679af&_x_zm_rhtaid=975
[1] https://www.acer.org/au/discover/article/the-big-five-challenges-in-education-six-years-on-a-special-webinar-series

Top URLs in Tweet in G10:
[3] https://www.theguardian.com/australia-news/2021/feb/26/south-australias-trinity-college-apologises-over-students-lynching-black-baby-doll
[2] https://education.abc.net.au/home?sf243241123=1#!/resources/-/all/all/interactive
[1] https://www.anzsog.edu.au/resource-library/research/class-size-and-academic-results-with-a-focus-on-children-from-culturally-linguistically-and-economically-disenfranchised-communities
[1] https://www.smh.com.au/national/nsw/moral-imperative-rush-risks-poor-quality-curriculum-educators-warn-20210218-p573t1.html
[1] https://www.theage.com.au/education/why-small-class-sizes-may-not-be-a-big-deal-for-students-20210210-p571b0.html
[1] https://twitter.com/maurie_mulheron/status/1366191372848402433
[1] https://twitter.com/dzyngier/status/1366003930136674305
[1] https://twitter.com/Anneliestbk/status/1363677436202737676
[1] https://education.abc.net.au/home?sf243488759=1#!/showcase/3459610/first-australians
[1] https://actf.com.au/news/view/18113/new-to-f-2-music-education

Top Domains
Top Domains in Tweet in Entire Graph:
[182] twitter.com
[91] substack.com
[59] com.au
[40] google.com
[33] tes.com
[20] blogspot.com
[19] edu.au
[18] youtube.com
[17] trevormackenzie.com
[13] co.uk

Top Domains in Tweet in G1:
[2] org.au
[2] twitter.com

Top Domains in Tweet in G2:
[123] twitter.com
[30] com.au
[10] joinclubhouse.com
[9] theeduflaneuse.com
[8] linkedin.com
[6] google.com
[6] facebook.com
[5] wordpress.com
[4] edutopia.org
[4] edu.au

Top Domains in Tweet in G3:
[5] catlintucker.com

Top Domains in Tweet in G4:
[6] twitter.com
[2] nodexlgraphgallery.org
[2] blogspot.com
[1] edu.au
[1] ac.uk
[1] catlintucker.com
[1] anchor.fm

Top Domains in Tweet in G5:
[8] twitter.com
[2] wakelet.com
[2] wordpress.com
[2] substack.com
[1] google.com

Top Domains in Tweet in G6:
[17] trevormackenzie.com
[3] geni.us
[3] shorturl.at
[1] kqed.org
[1] edte.ch

Top Domains in Tweet in G7:
[11] youtube.com
[4] twitter.com
[4] com.au
[4] google.com
[3] net.au
[2] edu.au
[2] org.au
[2] apple.com
[2] theguardian.com
[1] blogspot.com

Top Domains in Tweet in G8:
[86] substack.com
[10] goo.gl
[6] co.uk
[1] mailchi.mp

Top Domains in Tweet in G9:
[2] twitter.com
[2] gov.au
[2] zoom.us
[2] com.au
[2] teachermagazine.com
[1] co.uk
[1] facebook.com
[1] acer.org
[1] surveymonkey.com
[1] edu.au

Top Domains in Tweet in G10:
[8] com.au
[3] theguardian.com
[3] twitter.com
[3] net.au
[1] edu.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2082] aussieed
[426] edchat
[346] ukedchat
[180] education
[164] nqtchat
[129] science
[108] edchateu
[106] aqascience
[100] edreform
[98] gtchat



Top Hashtags in Tweet in G1:
[10] aussieed
[3] education
[2] gallopinquiry
[2] learning
[2] teaching
[2] educators
[2] teachers
[2] teachersmatter
[2] agency
[1] auspol

Top Hashtags in Tweet in G2:
[1272] aussieed
[40] womened
[40] iwd2021
[37] education
[36] edchat
[35] tlapdownunder
[31] pstchat
[30] primarystemchat
[27] edtech
[26] teaching

Top Hashtags in Tweet in G3:
[6] edchateu
[5] ukedchat
[5] aussieed
[4] africaed
[3] edchatnz
[2] motivation
[2] engagement
[2] edchatie
[1] formativeassessment
[1] edtech

Top Hashtags in Tweet in G4:
[50] aussieed
[42] edchateu
[25] edugladiators
[20] lthechat
[16] satchat
[15] edchat
[15] nt2t
[15] saschat
[12] ukfechat
[12] academicchatter

Top Hashtags in Tweet in G5:
[97] gtchat
[97] gifted
[97] talented
[97] tagt
[64] aussieed
[56] nagc
[52] edchat
[50] txeduchat
[50] vicpln
[47] seng

Top Hashtags in Tweet in G6:
[22] diveintoinquiry
[22] aussieed
[20] inquiry
[20] edchateu
[19] educhatlist
[19] saschat
[19] satchat
[19] pd4uandme
[19] catholicedchat
[19] edugladiators

Top Hashtags in Tweet in G7:
[70] aussieed
[13] education
[12] mtbos
[11] mtboz
[9] edchat
[5] teachers
[5] educhat
[4] edtech
[4] tv4education
[4] elearning

Top Hashtags in Tweet in G8:
[103] aussieed
[98] edchat
[96] ukedchat
[96] education
[95] edreform
[2] curriculum
[2] researchedaus
[2] decluttering

Top Hashtags in Tweet in G9:
[21] aussieed
[6] education
[4] stress
[3] leadership
[3] schools
[3] mtbos
[3] teachqld
[3] teachertuesday
[3] edchat
[3] edleaders

Top Hashtags in Tweet in G10:
[27] aussieed
[6] ozteachers
[6] edutweetoz
[4] worldwildlifeday
[3] ozkidstv
[2] games
[2] teaching
[2] actf
[2] makereduau
[2] teamwork

Top Words
Top Words in Tweet in Entire Graph:
[2083] #aussieed
[1133] student
[1080] hours
[1066] monday
[1052] tears
[1052] soteachme
[1052] hungry
[1051] disclosed
[1051] hadn
[1051] eaten

Top Words in Tweet in G1:
[1046] student
[1045] monday
[1045] disclosed
[1045] hadn
[1045] eaten
[1045] 36
[1045] hours
[1045] ashamed
[1045] hungry
[1045] tears

Top Words in Tweet in G2:
[1272] #aussieed
[303] cameronross3
[263] lv2teachntravel
[193] students
[182] learning
[181] chat
[160] join
[151] collaboration
[145] great
[138] world

Top Words in Tweet in G3:
[314] choice
[202] catlin_tucker
[198] learning
[158] designing
[157] mind
[157] commit
[157] incorporating
[157] one
[157] lesson
[39] weave

Top Words in Tweet in G4:
[50] #aussieed
[42] #edchateu
[25] #edugladiators
[20] #lthechat
[18] learning
[18] virnarossi
[16] #satchat
[15] #edchat
[15] #nt2t
[15] #saschat

Top Words in Tweet in G5:
[97] global
[97] #gtchat
[97] #gifted
[97] #talented
[97] powered
[97] #tagt
[97] txgifted
[90] topic
[64] #aussieed
[56] #nagc

Top Words in Tweet in G6:
[53] trev_mackenzie
[22] #diveintoinquiry
[22] #aussieed
[21] week
[20] #inquiry
[20] friday
[20] #edchateu
[19] guiding
[19] questions
[19] teaching

Top Words in Tweet in G7:
[70] #aussieed
[13] #education
[13] video
[12] #mtbos
[11] #mtboz
[9] #edchat
[8] students
[6] learning
[6] teacher
[6] student

Top Words in Tweet in G8:
[103] #aussieed
[98] #edchat
[96] #ukedchat
[96] #education
[95] #edreform
[37] philosophy
[37] children
[37] work
[30] today
[26] greg_ashman

Top Words in Tweet in G9:
[21] #aussieed
[13] school
[11] teachqld
[9] 2021
[9] schools
[8] share
[7] program
[6] #education
[6] education
[6] free

Top Words in Tweet in G10:
[27] #aussieed
[22] school
[22] dzyngier
[15] children
[14] go
[13] inequity
[13] means
[13] inclusive
[13] schooling
[13] providing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1051] monday,student
[1051] student,disclosed
[1051] disclosed,hadn
[1051] hadn,eaten
[1051] eaten,36
[1051] 36,hours
[1051] hours,ashamed
[1051] ashamed,hungry
[1051] hungry,tears
[1049] soteachme,monday

Top Word Pairs in Tweet in G1:
[1045] monday,student
[1045] student,disclosed
[1045] disclosed,hadn
[1045] hadn,eaten
[1045] eaten,36
[1045] 36,hours
[1045] hours,ashamed
[1045] ashamed,hungry
[1045] hungry,tears
[1044] soteachme,monday

Top Word Pairs in Tweet in G2:
[90] #aussieed,chat
[64] looking,forward
[60] choose,challenge
[51] positive,relationships
[48] challenged,world
[48] world,alert
[48] alert,world
[41] world,re
[41] re,responsible
[41] responsible,thoughts

Top Word Pairs in Tweet in G3:
[157] designing,choice
[157] choice,mind
[157] mind,commit
[157] commit,incorporating
[157] incorporating,one
[157] one,choice
[157] choice,lesson
[157] lesson,learning
[155] catlin_tucker,designing
[39] weave,formative

Top Word Pairs in Tweet in G4:
[11] #edchateu,#satchat
[11] #satchat,#pd4uandme
[11] #pd4uandme,#catholicedchat
[11] #catholicedchat,#edugladiators
[11] #edugladiators,#nt2t
[10] #saschat,#edchateu
[9] #lthechat,#aussieed
[9] talkreadsing,friday
[8] #educoach,#aussieed
[8] dlguerin1,leading

Top Word Pairs in Tweet in G5:
[97] global,#gtchat
[97] #gtchat,#gifted
[97] #gifted,#talented
[97] #talented,powered
[97] powered,#tagt
[97] #tagt,txgifted
[55] txgifted,topic
[50] #aussieed,#vicpln
[48] #txeduchat,#aussieed
[47] #nagc,#seng

Top Word Pairs in Tweet in G6:
[19] guiding,questions
[19] #saschat,#edchateu
[19] #edchateu,#satchat
[19] #satchat,#pd4uandme
[19] #pd4uandme,#catholicedchat
[19] #catholicedchat,#edugladiators
[19] #edugladiators,#nt2t
[18] #educhatlist,#saschat
[17] each,week
[17] week,sharing

Top Word Pairs in Tweet in G7:
[11] #mtbos,#mtboz
[11] #mtboz,#aussieed
[4] #education,#aussieed
[4] #edchat,#aussieed
[3] #education,#elearning
[3] #elearning,#remotelearning
[3] #remotelearning,#educhat
[3] #austeachers,#aussieed
[3] video,integration
[3] video,qld

Top Word Pairs in Tweet in G8:
[78] #edreform,#education
[61] #edchat,#edreform
[60] #ukedchat,#edchat
[57] #aussieed,#ukedchat
[37] philosophy,children
[37] children,work
[25] #education,#aussieed
[24] work,#aussieed
[23] scott,alexander
[23] alexander,wrong

Top Word Pairs in Tweet in G9:
[6] nominations,open
[6] open,2021
[6] 2021,showcase
[6] showcase,awards
[6] awards,excellence
[6] excellence,schools
[6] schools,program
[6] program,celebrate
[6] celebrate,share
[6] share,school

Top Word Pairs in Tweet in G10:
[13] school,inequity
[13] inequity,means
[13] means,inclusive
[13] inclusive,schooling
[13] schooling,providing
[13] providing,fair
[13] fair,go
[13] go,children
[13] children,increasingly
[13] increasingly,pipedream

Top Replied-To
Top Replied-To in Entire Graph:
@lv2teachntravel
@cameronross3
@narellelynch1
@mrsalakas
@jackwurf
@mattoman71
@yeates_mark
@msedupreneur
@ckinnane
@bernimoreno

Top Replied-To in G2:
@lv2teachntravel
@cameronross3
@narellelynch1
@mrsalakas
@jackwurf
@yeates_mark
@msedupreneur
@ckinnane
@mattoman71
@bernimoreno

Top Replied-To in G4:
@suebecks
@joe_msd
@docgtlbrown
@anda19
@misshodgsonysj
@drhelenking
@geekypedagogy
@large_eddy
@muna_abdi_phd
@amysampsonuk

Top Replied-To in G10:
@rodneysims

Top Mentioned
Top Mentioned in Entire Graph:
@soteachme
@cameronross3
@catlin_tucker
@lv2teachntravel
@mrsalakas
@txgifted
@zeinachalich
@womened_aus
@trev_mackenzie
@debsnet

Top Mentioned in G1:
@soteachme
@mrsalakas
@zeinachalich
@kath_cartwright
@darcy1968
@lv2teachntravel
@mrbowmanmakes
@educationaleco1

Top Mentioned in G2:
@cameronross3
@lv2teachntravel
@mrsalakas
@zeinachalich
@womened_aus
@debsnet
@steven_kolber
@mattoman71
@aussieedchat
@jackwurf

Top Mentioned in G3:
@catlin_tucker
@amy_ayres1235

Top Mentioned in G4:
@virnarossi
@dlguerin1
@gcieducation
@talkreadsing
@amysampsonuk
@lthechat
@profsallybrown
@kiusum
@edugladiators
@srowett

Top Mentioned in G5:
@txgifted
@gtchatmod
@misse_educ
@futurefilmstars
@greg_ashman
@vanessapirotta
@aus_scienceweek
@profnickanu
@anucecs
@theresawills

Top Mentioned in G6:
@trev_mackenzie
@tomschimmerpod
@talkreadsing
@catlin_tucker
@amy_ayres1235

Top Mentioned in G8:
@greg_ashman
@pavilionschool
@researched_aus
@latrobe
@mrsalakas
@lv2teachntravel

Top Mentioned in G9:
@teachqld
@thelearnerfirst
@teacheracer
@acereduau
@robproff1
@clairescoular
@karangaglobal
@joannemceachen
@clubhousebest
@4gbrotto

Top Mentioned in G10:
@dzyngier
@abceducationau
@ozkidstv
@soteachme
@eduinfluencers
@wilspb
@zeinachalich
@_lahlah
@yeates_mark

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@geoffrey_payne
@femtech_
@pckj3627
@msmwatchdog2013
@phendricks71
@sallyrmelb
@yathinkn
@mwhalan
@blanketcrap

Top Tweeters in G1:
@jurylady5
@geoffrey_payne
@pckj3627
@msmwatchdog2013
@phendricks71
@sallyrmelb
@yathinkn
@mwhalan
@blanketcrap
@ketaminh

Top Tweeters in G2:
@flipgrid
@scalarhumanity
@womened
@rdene915
@stem_nastics
@ictevangelist
@helenrobertson4
@courosa
@mrkempnz
@annabelastbury

Top Tweeters in G3:
@iamdrwill
@mguhlin
@goobric
@davidgeurin
@jennifernking
@verenanz
@morey2200
@catlin_tucker
@faten_romdhani
@phausedu

Top Tweeters in G4:
@juliocpola
@erobbprincipal
@smgaillard
@paulgarvey4
@natrellabot
@edchateu
@wadestanford
@jc_james_clark
@scottturneruon
@erik_youngman

Top Tweeters in G5:
@femtech_
@sonoukeiko
@education_24x7
@teacher2teacher
@godfrey_g_
@ha_tanya
@gtchatmod
@aus_scienceweek
@leslinks
@laughingatchaos

Top Tweeters in G6:
@mcleod
@_valeriei
@timlriley
@trev_mackenzie
@elena_sf_ca
@dkemball
@lenessakeehn
@ilenewinokur
@juliepile
@pintobeanz11

Top Tweeters in G7:
@natashainoz
@primaryideas
@iwantvr
@allisoncarlhall
@jgladwig
@wentale
@gvg1
@historicaonline
@jc_igs
@joelbsperanza

Top Tweeters in G8:
@juandoming
@tombennett71
@oldandrewuk
@cathyjones173
@daviddidau
@jamestheo
@mathsnetty
@greg_ashman
@c_hendrick
@mtvarana

Top Tweeters in G9:
@femail
@knowled
@chesleighh
@mckinsey
@queengaylew
@chriscawsey
@oecdeduskills
@leesamareej
@acereduau
@tvaughanedu

Top Tweeters in G10:
@leftboomer
@mangotree_books
@littlefishunite
@clairebrooks
@chrisswteacher
@anncaro11
@borto74
@faerie_emelie
@newellchook52
@dzyngier


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