aussieED, Twitter, 12/24/2021 4:25:26 PM, 268951


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aussieED_2021-12-24_07-33-30.xlsx
aussieED_2021-12-24_07-33-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 24, 2021
Short Description:
aussieED via NodeXL https://bit.ly/3FsXWJw
@cameronross3
@e_sheninger
@vidhyag12
@evahartell
@steven_kolber
@lv2teachntravel
@greg_ashman
@tombennett71
@zeinachalich
@mrsalakas

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

Description:
Description
The graph represents a network of 537 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, 24 December 2021 at 15:35 UTC.

The requested start date was Friday, 24 December 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, 21-hour, 7-minute period from Friday, 10 December 2021 at 02:26 UTC to Thursday, 23 December 2021 at 23:33 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 : 537
Unique Edges : 379
Edges With Duplicates : 1544
Total Edges : 1923
Number of Edge Types : 5
Retweet : 467
MentionsInRetweet : 655
Tweet : 337
Replies to : 124
Mentions : 340
Self-Loops : 355
Reciprocated Vertex Pair Ratio : 0.0784313725490196
Reciprocated Edge Ratio : 0.145454545454545
Connected Components : 53
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 360
Maximum Edges in a Connected Component : 1566
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.921641
Graph Density : 0.00267517162789405
Modularity : 0.34943
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 537 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, 24 December 2021 at 15:35 UTC.

The requested start date was Friday, 24 December 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, 21-hour, 7-minute period from Friday, 10 December 2021 at 02:26 UTC to Thursday, 23 December 2021 at 23:33 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:
[31] https://fillingthepail.substack.com/p/out-of-our-heads
[31] http://esheninger.blogspot.com/2021/12/unlocking-potential-of-students.html
[27] http://esheninger.blogspot.com/2021/12/a-systematic-approach-to-social-and.html
[17] https://www.adobe.com/education/express/
[17] https://fillingthepail.substack.com/p/stay-in-your-lane
[16] https://fillingthepail.substack.com/p/a-revolution-in-teaching-methods
[13] https://fillingthepail.substack.com/p/practical-people
[11] https://drive.google.com/drive/folders/1kCEgt-O42hWSRhtqnVOU4Nm-IDPu5Ilu?usp=sharing
[6] https://theeduflaneuse.com/2021/12/23/2021-year-in-review/
[6] https://drive.google.com/file/d/1HcHKyxu1_5nTgp5geZtf2VCVy5a4qE9i/view?usp=sharing

Top URLs in Tweet in G1:
[11] https://drive.google.com/drive/folders/1kCEgt-O42hWSRhtqnVOU4Nm-IDPu5Ilu?usp=sharing
[6] https://drive.google.com/file/d/1HcHKyxu1_5nTgp5geZtf2VCVy5a4qE9i/view?usp=sharing
[3] https://www.greenschool.org/bali/principal/changing-the-culture-in-and-about-schools/
[3] https://drive.google.com/drive/folders/1Wfqr4vT_y3fW3QWvOE1fo4Omxdru0doV?usp=sharing
[2] https://www.adobe.com/education/express/
[2] https://www.youtube.com/watch?v=44OAv9K57b8&feature=youtu.be

[2] https://www.tes.com/teaching-resource/a-level-biology-mutations-and-variation-lesson-and-activities-11506498
[2] https://www.tes.com/teaching-resource/a-level-biology-control-of-gene-expression-lesson-11506070
[2] https://twitter.com/lottiedowlingnz/status/1469975061935370245
[2] https://text.help/wRl5YR

Top URLs in Tweet in G2:
[30] http://esheninger.blogspot.com/2021/12/unlocking-potential-of-students.html
[25] http://esheninger.blogspot.com/2021/12/a-systematic-approach-to-social-and.html

Top URLs in Tweet in G3:
[6] https://catlintucker.com/2021/04/peer-feedback/
[1] https://catlintucker.com/2021/03/formative-assessment-designing-differentiated-learning/
[1] https://catlintucker.com/2021/12/understanding-teacher-engagement/

Top URLs in Tweet in G4:
[28] https://fillingthepail.substack.com/p/out-of-our-heads
[16] https://fillingthepail.substack.com/p/a-revolution-in-teaching-methods
[15] https://fillingthepail.substack.com/p/stay-in-your-lane
[12] https://fillingthepail.substack.com/p/practical-people
[2] https://www.tes.com/news/blog/autodidacts-are-rare-everyone-else-needs-a-teacher
[1] https://www.australiancurriculum.edu.au/resources/digital-technologies-in-focus/resources/key-ideas-and-concepts/

Top URLs in Tweet in G5:
[4] https://www.smh.com.au/culture/art-and-design/australia-to-get-first-children-s-art-library-thanks-to-mystery-donor-20211216-p59i7m.html
[2] https://www.pantone.com/color-of-the-year-2022?utm_source=linkedin&utm_medium=social&utm_campaign=coy22intro&utm_id=linkedin
[1] https://neuroleadership.com/your-brain-at-work/downtime
[1] https://www.linkedin.com/slink?code=gkG8gCrE
[1] https://www.ascd.org/el/articles/the-critical-element-of-self-efficacy
[1] https://www-nytimes-com.cdn.ampproject.org/c/s/www.nytimes.com/2021/12/11/business/new-corporate-jargon.amp.html
[1] https://www.theeducatoronline.com/k12/news/humancentered-education-critical-amid-the-digital-creep--expert/279254
[1] https://hbr-org.cdn.ampproject.org/c/s/hbr.org/amp/2019/09/are-you-developing-skills-that-wont-be-automated
[1] https://www.linkedin.com/slink?code=gp-jUZFy
[1] https://www.ascd.org/el/articles/the-future-of-learning-lies-in-engagement

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=kL7_EXQ9KqE

[1] https://www.youtube.com/watch?v=c-VNRBEYtpg

[1] https://www.uts.edu.au/about/faculty-arts-and-social-sciences/news/uts-education-named-top-research-institution

Top URLs in Tweet in G7:
[5] https://theeduflaneuse.com/2021/12/23/2021-year-in-review/
[1] https://www.amazon.com.au/Classroom-Vibe-Practical-Strategies-Culture/dp/192260710X/ref=zg_bsnr_4901648051_1/357-7255289-4813330?pd_rd_i=192260710X&psc=1
[1] https://www.smh.com.au/culture/art-and-design/australia-to-get-first-children-s-art-library-thanks-to-mystery-donor-20211216-p59i7m.html
[1] https://www.gofundme.com/f/hillcrestprimary?fbclid=IwAR0RgAOf20JOipAsBuY3EBmpHPkjQkvaBvp5l9t2TZKAo2TBn7wQfq5bW6Q

Top URLs in Tweet in G8:
[2] https://www.edutopia.org/article/highlighting-ineffective-heres-how-change
[1] https://www.tes.com/teaching-resource/a-level-physics-unit-nuclear-energy-11984038?theme=0
[1] https://www.youtube.com/watch?v=_NDvXKfVJPY

[1] https://www.youtube.com/watch?v=07MacAd_Ji0

[1] https://www.youtube.com/watch?v=ZeG-4fiwjDY

[1] https://www.tes.com/teaching-resource/a-level-physics-unit-materials-12083186
[1] https://www.youtube.com/watch?v=nbc5en9T-GE

[1] https://www.tes.com/teaching-resource/a-level-physics-unit-matter-and-radiation-11986393
[1] https://www.youtube.com/watch?v=6Ac0YbwaEuU

[1] https://www.tes.com/teaching-resource/a-level-physics-unit-newton-s-laws-12075303

Top URLs in Tweet in G9:
[15] https://www.adobe.com/education/express/
[1] https://www.rmit.edu.au/news/all-news/2021/dec/Adobe-creative-campus

Top URLs in Tweet in G10:
[1] https://twitter.com/coachingpd/status/1471540973519970317
[1] https://twitter.com/gcieducation/status/1471234728510451713
[1] https://www.education.vic.gov.au/school/teachers/learningneeds/Pages/Autism-Education-Strategy.aspx
[1] https://twitter.com/vicllens/status/1470348866595659776

Top Domains
Top Domains in Tweet in Entire Graph:
[77] substack.com
[62] twitter.com
[59] blogspot.com
[28] google.com
[25] edu.au
[23] tes.com
[21] youtube.com
[17] adobe.com
[16] com.au
[8] catlintucker.com

Top Domains in Tweet in G1:
[27] twitter.com
[20] google.com
[17] tes.com
[9] youtube.com
[3] greenschool.org
[3] text.help
[2] adobe.com
[1] cnn.com
[1] onbeing.org
[1] weforum.org

Top Domains in Tweet in G2:
[55] blogspot.com

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

Top Domains in Tweet in G4:
[71] substack.com
[2] tes.com
[1] edu.au

Top Domains in Tweet in G5:
[4] com.au
[3] linkedin.com
[2] pantone.com
[2] ascd.org
[2] ampproject.org
[2] medium.com
[1] neuroleadership.com
[1] theeducatoronline.com

Top Domains in Tweet in G6:
[2] youtube.com
[1] edu.au

Top Domains in Tweet in G7:
[5] theeduflaneuse.com
[2] com.au
[1] gofundme.com

Top Domains in Tweet in G8:
[10] youtube.com
[7] edu.au
[4] tes.com
[4] 2simple.com
[2] edutopia.org
[1] hthunboxed.org
[1] groklearning.com
[1] twitter.com
[1] org.au
[1] wordpress.com

Top Domains in Tweet in G9:
[15] adobe.com
[1] edu.au

Top Domains in Tweet in G10:
[3] twitter.com
[1] gov.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[732] aussieed
[246] edchat
[201] ukedchat
[109] education
[89] science
[89] nqtchat
[68] aqascience
[67] edutwitter
[65] ittchat
[55] edreform



Top Hashtags in Tweet in G1:
[357] aussieed
[111] edchat
[96] ukedchat
[79] science
[79] nqtchat
[68] aqascience
[55] ittchat
[42] revision
[31] alevelbiology
[28] sciencerevision

Top Hashtags in Tweet in G2:
[48] 808educate
[46] edchat
[46] edutwitter
[46] caedchat
[33] aussieed
[9] ukedchat
[9] edchateu
[9] edchateus
[8] intled
[8] globaled

Top Hashtags in Tweet in G3:
[35] education
[8] ukedchat
[6] ditchsummit
[6] feedback
[6] edchat
[3] edchatnz
[3] aussieed
[2] africaed
[2] edchateu
[1] assessment

Top Hashtags in Tweet in G4:
[63] aussieed
[58] ukedchat
[54] edchat
[52] education
[51] edreform
[3] teachers

Top Hashtags in Tweet in G5:
[26] aussieed
[8] womened
[2] 4ir
[2] edtech
[2] sceaa2021
[2] education
[2] civicsandcitizenship
[1] newteachertribe
[1] pstchat
[1] pantonecoloroftheyear

Top Hashtags in Tweet in G6:
[7] aussieed
[2] likeaversion
[1] math
[1] funwithmath
[1] stem
[1] lovewhereyouwork
[1] teaching

Top Hashtags in Tweet in G7:
[11] aussieed
[2] classroomvibe
[2] edchat
[2] googleei
[2] googleedu
[2] primarystemchat
[1] edutwitter
[1] edu
[1] highlights2021
[1] yearinreview

Top Hashtags in Tweet in G8:
[42] aussieed
[11] ukedchat
[11] edchat
[10] science
[10] nqtchat
[10] ittchat
[10] physics
[10] physicsteaching
[7] vicpln
[6] gcses

Top Hashtags in Tweet in G9:
[17] aussieed
[16] createedu
[3] edtech
[2] edchat
[2] elearning
[2] adobeedu
[2] adobeeducreative
[2] edtechchat
[2] vicpln
[1] futurefocusedlearning

Top Hashtags in Tweet in G10:
[8] educoach
[7] aussieed
[4] coached2022
[3] instructionalcoaching
[3] sltchat
[2] isedcoach
[1] scotedchat
[1] coachinghe
[1] pd
[1] coaching

Top Words
Top Words in Tweet in Entire Graph:
[734] #aussieed
[252] #edchat
[203] #ukedchat
[146] students
[126] lottiedowlingnz
[125] year
[109] #education
[106] cameronross3
[91] maths
[89] #science

Top Words in Tweet in G1:
[359] #aussieed
[115] lottiedowlingnz
[112] #edchat
[101] cameronross3
[98] #ukedchat
[85] year
[79] #science
[79] #nqtchat
[75] revision
[72] students

Top Words in Tweet in G2:
[51] e_sheninger
[48] #808educate
[46] #edchat
[46] #edutwitter
[46] #caedchat
[33] #aussieed
[30] unlocking
[30] potential
[30] students
[25] systematic

Top Words in Tweet in G3:
[59] engagement
[35] #education
[34] catlin_tucker
[29] student
[29] always
[29] hot
[29] topic
[29] far
[29] less
[29] written

Top Words in Tweet in G4:
[81] maths
[63] #aussieed
[60] teaching
[58] #ukedchat
[54] #edchat
[52] #education
[51] #edreform
[41] greg_ashman
[33] revolution
[33] methods

Top Words in Tweet in G5:
[26] #aussieed
[20] zeinachalich
[10] education
[9] australia
[8] #womened
[8] efficacy
[7] over
[7] transform
[7] collective
[6] mystery

Top Words in Tweet in G6:
[9] great
[9] education
[9] 2021
[8] uts
[8] named
[8] top
[8] research
[8] institution
[8] news
[8] end

Top Words in Tweet in G7:
[11] #aussieed
[8] time
[7] look
[7] today
[7] drtimoleary
[6] steven_kolber
[6] amba
[6] press
[6] book
[6] vanweringh

Top Words in Tweet in G8:
[42] #aussieed
[16] physics
[14] help
[11] #ukedchat
[11] #edchat
[11] video
[10] #science
[10] #nqtchat
[10] #ittchat
[10] #physics

Top Words in Tweet in G9:
[34] adobe
[19] creative
[17] #aussieed
[16] timkitchen
[16] cloud
[16] #createedu
[15] spark
[15] officially
[15] re
[15] branded

Top Words in Tweet in G10:
[8] #educoach
[7] #aussieed
[5] cmunrooz
[4] stories
[4] field
[4] favourite
[4] feature
[4] #coached2022
[4] time
[4] ll

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[123] #aussieed,#edchat
[83] #science,#nqtchat
[76] #ukedchat,#science
[63] #nqtchat,#ittchat
[63] #ittchat,#aussieed
[55] lottiedowlingnz,cameronross3
[48] #808educate,#caedchat
[44] #edchat,#aqascience
[42] #aussieed,#ukedchat
[39] #ukedchat,#aussieed

Top Word Pairs in Tweet in G1:
[99] #aussieed,#edchat
[73] #science,#nqtchat
[66] #ukedchat,#science
[53] #nqtchat,#ittchat
[53] #ittchat,#aussieed
[52] lottiedowlingnz,cameronross3
[44] #edchat,#aqascience
[37] level,biology
[32] revision,task
[31] leave,revision

Top Word Pairs in Tweet in G2:
[46] #808educate,#caedchat
[30] unlocking,potential
[30] potential,students
[28] e_sheninger,unlocking
[25] systematic,approach
[25] approach,social
[25] social,emotional
[25] emotional,support
[23] e_sheninger,systematic
[23] support,#edchat

Top Word Pairs in Tweet in G3:
[29] student,engagement
[29] engagement,always
[29] always,hot
[29] hot,topic
[29] topic,#education
[29] #education,far
[29] far,less
[29] less,written
[29] written,teacher
[29] teacher,engagement

Top Word Pairs in Tweet in G4:
[34] #edreform,#education
[33] revolution,teaching
[33] teaching,methods
[33] methods,california
[33] california,maths
[33] maths,curriculum
[33] curriculum,changing
[33] changing,way
[33] way,maths
[30] maths,taught

Top Word Pairs in Tweet in G5:
[8] #aussieed,#womened
[5] transform,school
[5] school,education
[5] education,australia
[5] australia,over
[5] over,next
[5] next,10
[5] 10,yrs
[5] yrs,peter_goss
[5] peter_goss,ruth

Top Word Pairs in Tweet in G6:
[8] uts,education
[8] education,named
[8] named,top
[8] top,research
[8] research,institution
[8] institution,great
[8] great,news
[8] news,end
[8] end,2021
[8] 2021,utsfass

Top Word Pairs in Tweet in G7:
[6] amba,press
[5] steven_kolber,look
[5] look,arrived
[5] arrived,today
[5] today,amba
[5] press,drtimoleary
[5] drtimoleary,debut
[5] debut,book
[5] book,acknowledgment
[5] acknowledgment,amazing

Top Word Pairs in Tweet in G8:
[10] #ukedchat,#science
[10] #science,#nqtchat
[10] #nqtchat,#ittchat
[10] #ittchat,#aussieed
[10] #aussieed,#edchat
[10] #edchat,#physics
[10] #physics,#physicsteaching
[7] #aussieed,#vicpln
[6] need,help
[6] help,gcse

Top Word Pairs in Tweet in G9:
[19] adobe,creative
[16] creative,cloud
[16] #createedu,#aussieed
[15] adobe,spark
[15] spark,officially
[15] officially,re
[15] re,branded
[15] branded,adobe
[15] cloud,express
[15] express,#createedu

Top Word Pairs in Tweet in G10:
[5] #educoach,#aussieed
[4] stories,field
[4] field,favourite
[4] favourite,feature
[4] feature,#coached2022
[4] #coached2022,time
[4] time,ll
[4] ll,truly
[4] truly,international
[4] international,#educoach

Top Replied-To
Top Replied-To in Entire Graph:
@lottiedowlingnz
@mattoman71
@mrsalakas
@jackwurf
@steven_kolber
@cameronross3
@jillallyncarter
@juspoidevin
@adriannewaters2
@cass_lowry

Top Replied-To in G1:
@lottiedowlingnz
@mattoman71
@mrsalakas
@jackwurf
@steven_kolber
@cameronross3
@juspoidevin
@jillallyncarter
@cass_lowry
@adriannewaters2

Top Replied-To in G5:
@apetersoned

Top Replied-To in G6:
@nsweducation

Top Replied-To in G7:
@steven_kolber
@geekyausteacher

Top Mentioned
Top Mentioned in Entire Graph:
@cameronross3
@lottiedowlingnz
@e_sheninger
@greg_ashman
@mrsalakas
@catlin_tucker
@zeinachalich
@steven_kolber
@timkitchen
@mattoman71

Top Mentioned in G1:
@cameronross3
@lottiedowlingnz
@mrsalakas
@steven_kolber
@mattoman71
@tesresources
@art_cathyhunt
@larubain
@teacherchalky1
@jackwurf

Top Mentioned in G2:
@e_sheninger

Top Mentioned in G3:
@catlin_tucker

Top Mentioned in G4:
@greg_ashman
@jensen_mr
@acaraeduau
@tombennett71
@guyclaxton
@evahartell
@mrsalakas
@lottiedowlingnz
@cameronross3

Top Mentioned in G5:
@zeinachalich
@peter_goss
@cameronross3
@screencasto
@stephygsalazar
@dyson
@steven_kolber
@lottiedowlingnz
@hargreavesbc
@sethgodinblog

Top Mentioned in G6:
@utsfass
@utsengage
@schoolofintedn
@nswe
@nsweducation
@triplej
@msedupreneur
@georgeharrisson
@cathschoolsnsw
@aisnsw

Top Mentioned in G7:
@drtimoleary
@vanweringh
@steven_kolber
@debsnet
@nathansoori
@whartonag
@lfurze
@keithheggart
@blakeacutler
@beckrsaunders

Top Mentioned in G8:
@ieu_sa

Top Mentioned in G9:
@timkitchen
@jaynewmercer
@zeinachalich

Top Mentioned in G10:
@cmunrooz
@jimknight99
@drrlofthouse
@christianvn
@detvic
@gryangci
@vicllens
@jamesmerlinomp
@sciencechiefau
@womensciaust

Top Tweeters
Top Tweeters in Entire Graph:
@womencodersbot
@juandoming
@morpheusbeing
@education_24x7
@mactavish
@aitch_el
@animaeok
@5naureen
@smartecocity
@littlesparrow9

Top Tweeters in G1:
@smartecocity
@shiftparadigm
@jriske
@cognitiveverb
@greennewdeal_eu
@tesresources
@dothinkeducate
@mrsalakas
@steven_kolber
@teacherchalky1

Top Tweeters in G2:
@shellterrell
@e_sheninger
@coachgoodman
@missfield5
@wirededucator
@kwood50603kathy
@katiemartinedu
@drpmilcetich
@tasteach
@19apples99

Top Tweeters in G3:
@jmattmiller
@sra_djgc
@studysync
@ericharvieschl
@educatoral
@catlin_tucker
@phausedu
@datadriven2017
@mrsrichards_hec
@mrsstephenson3

Top Tweeters in G4:
@juandoming
@5naureen
@tombennett71
@alwayslearnweb
@daviddidau
@absentminddmama
@greg_ashman
@largitio
@guiseppedon
@grapemanca

Top Tweeters in G5:
@womened
@skymazef3
@zeinachalich
@kphoekman
@katwmv
@mlobrien1
@drjeanforkids
@stephygsalazar
@dyson
@hargreavesbc

Top Tweeters in G6:
@triplej
@janehunter01
@teachersfed
@utsengage
@nsweducation
@aisnsw
@narralakes
@msedupreneur
@heidi_norman
@hebdomadian

Top Tweeters in G7:
@whartonag
@hostbrian
@debsnet
@fullonlearning
@vanweringh
@teacherasleader
@keithheggart
@beckrsaunders
@csa_edu_au
@geekyausteacher

Top Tweeters in G8:
@bernimoreno
@kati_varela
@owl_physics
@joelbsperanza
@scootle
@schoolrptwriter
@leghamlemming
@guisegotteched
@moadlearning
@mrj_wigg

Top Tweeters in G9:
@scalarhumanity
@markj_ohnson
@wfryer
@superteamup
@annadebartolo2
@darcy1968
@rajtechinfo7
@raffeduteach
@wilthomas3
@monigd

Top Tweeters in G10:
@womensciaust
@drrlofthouse
@cmunrooz
@wsmllen
@jimknight99
@detvic
@yacvic
@christianvn
@careerswithstem
@sciencechiefau


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