aussieED, Twitter, 2/8/2021 7:44:10 PM, 247338


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aussieED_2021-02-05_07-46-49.xlsx
aussieED_2021-02-05_07-46-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 08, 2021
Short Description:
aussieED via NodeXL https://bit.ly/2YVUzHt
@cameronross3
@mrsalakas
@trev_mackenzie
@catlin_tucker
@coetail
@zeinachalich
@thartman2u
@felixst
@virnarossi
@ginabondi1

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

Description:
Description
The graph represents a network of 977 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 February 2021 at 15:49 UTC.

The requested start date was Friday, 05 February 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, 9-hour, 8-minute period from Friday, 22 January 2021 at 01:16 UTC to Thursday, 04 February 2021 at 10:24 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 : 977
Unique Edges : 524
Edges With Duplicates : 2212
Total Edges : 2736
Number of Edge Types : 5
Retweet : 788
MentionsInRetweet : 931
Mentions : 433
Tweet : 550
Replies to : 34
Self-Loops : 571
Reciprocated Vertex Pair Ratio : 0.0484171322160149
Reciprocated Edge Ratio : 0.0923623445825933
Connected Components : 109
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 729
Maximum Edges in a Connected Component : 2325
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.595859
Graph Density : 0.00118084802926322
Modularity : 0.39512
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 977 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 February 2021 at 15:49 UTC.

The requested start date was Friday, 05 February 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, 9-hour, 8-minute period from Friday, 22 January 2021 at 01:16 UTC to Thursday, 04 February 2021 at 10:24 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:
[45] https://edurolearning.lpages.co/coetail/
[30] https://fillingthepail.substack.com/p/educational-drudgery?r=7effy&utm_campaign=post&utm_medium=web&utm_source=twitter
[28] https://fillingthepail.substack.com/p/guaranteed-success?r=7effy&utm_campaign=post&utm_medium=web&utm_source=twitter
[16] https://www.trevormackenzie.com/
[15] https://theeduflaneuse.com/2021/01/24/staff-development-and-wellbeing/
[14] http://www.awordaboutbooks.com/
[12] https://app.livestorm.co/compatibility?compatibility=false&src=registration&url=https%3A%2F%2Fapp.livestorm.co%2Ffrogeducation%2Fglobal-edtech
[11] https://www.eventbrite.co.uk/e/researched-curriculum-forum-tickets-136758479293
[8] https://www.growthcoaching.com.au/newsletters/coached-update-coaching-conversations-learning-now-more-than-ever
[6] https://spaceaustralia.com/opinions/its-now-best-time-be-space-inspired-stem-student

Top URLs in Tweet in G1:
[1] https://podcasts.apple.com/us/podcast/the-balance-by-dr-catlin-tucker/id1485751335#education
[1] https://catlintucker.com/2020/10/choose-your-own-adventure/
[1] https://catlintucker.com/2021/01/inspiration-station-rotation-lessons/

Top URLs in Tweet in G2:
[5] https://spaceaustralia.com/opinions/its-now-best-time-be-space-inspired-stem-student
[3] https://nationaleducationsummit.com.au/stem-digital-resources
[2] https://twitter.com/thefusecup/status/1356571910897684482
[1] https://twitter.com/JustATeacherPod/status/1355290905687691265
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DXGd0gq5Fgjc&q=EgS4SO-bGNXR9YAGIhkA8aeDS9TGdZEdq_LHbId161jJl3ZaZvOSMgFy
[1] https://twitter.com/thefusecup/status/1353839046817013765
[1] https://open.spotify.com/episode/0R0KxN3auCwzzdshwGac6e?si=SVAZtVoGSCG0VgF4NIHD3Q
[1] https://open.spotify.com/episode/0R0KxN3auCwzzdshwGac6e?si=gznQdOsFTb6ufDru2QfyLw
[1] https://shoutout.wix.com/so/26NTQ_u83?languageTag=en#/main
[1] https://www.smh.com.au/national/nsw/the-game-helping-nsw-students-improve-marks-and-get-into-uni-20210111-p56t71.html

Top URLs in Tweet in G3:
[12] https://app.livestorm.co/compatibility?compatibility=false&src=registration&url=https%3A%2F%2Fapp.livestorm.co%2Ffrogeducation%2Fglobal-edtech
[5] https://www.global-edtech.com/digital-citizenship-it-takes-a-village/
[3] https://edtech.threadless.com/accessories/skateboard/complete-pro
[2] https://www.twinkl.com.au/resources/australian-resources-3---4/australian-resources-3---4-classroom-management/australian-resources-3-4-classroom-management-transition?utm_source=twitter&utm_medium=social&utm_campaign=australia-bts-2020&utm_term=twinkl_australia&utm_content=20200106_backschool34_con%2F_eng
[2] https://www.twinkl.com.au/resource/au-c-420-summer-holiday-snapshots-writing-frames?utm_source=twitter&utm_medium=social&utm_campaign=australia-bts-2020&utm_term=twinkl_australia&utm_content=20200119_summersnapshotsactivity_con%2F_eng
[2] https://www.twinkl.com.au/resource/au-c-446-meet-the-teacher-powerpoint?utm_source=twitter&utm_medium=social&utm_campaign=australia-bts-2020&utm_term=twinkl_australia&utm_content=20200126_meetteacherpowerpoint_con%2F_eng
[2] https://www.twinkl.com.au/blog/two-a-day-free-resource-downloads?utm_source=twitter&utm_medium=social&utm_campaign=australia-bts-2021&utm_term=twinkl_australia&utm_content=20210111_2freedayblog_con%2F_eng
[2] https://www.twinkl.com.au/resource/au-c-543-all-about-me-activity-pack?utm_source=twitter&utm_medium=social&utm_campaign=australia-bts-2020&utm_term=twinkl_australia&utm_content=20200126_aboutmepack_con%2F_eng
[2] https://twinkl.com.au/l/l42cy
[2] https://twitter.com/nswaecg/status/1356463783762219008

Top URLs in Tweet in G4:
[3] https://fillingthepail.substack.com/p/guaranteed-success
[2] https://www.wevideo.com/hub#playlist/1370270279
[1] https://booklocker.com/books/8292.html
[1] https://www.holoniq.com/notes/benchmarking-digital-reach-in-edtech/
[1] https://apps.apple.com/au/app/fish-a-tap-essay/id510560804
[1] https://michaelokeeffe.com.au/teaching/book-reflection-screen-schooled/
[1] https://edunicorns.com/
[1] https://twitter.com/dtac_wangaratta/status/1353534051395624960
[1] https://okt.to/gPhsZE
[1] https://okt.to/CIgSLe

Top URLs in Tweet in G5:
[2] https://twitter.com/virnarossi/status/1355080856994521089
[2] https://inclusivelearningdesign.com/videos/
[2] https://collins.co.uk/collections/revision-gcse-ages-14-16-snap-aqa-workbooks
[2] https://www.theedgemarkets.com/content/advertise/online-learning-what-international-schools-need-to-focus-on#.YA99xLtrpMk.whatsapp
[2] https://www.linkedin.com/slink?code=gthZjQU
[1] https://www.universityworldnews.com/post.php?story=20180711094726636
[1] https://twitter.com/VirnaRossi/status/1355487316186451969
[1] https://itali.uq.edu.au/about/projects/highered-heroes-podcast
[1] https://itali.uq.edu.au/about/projects/highered-heroes-podcast#episodes
[1] http://esheninger.blogspot.com/2021/01/all-hands-on-deck-approach-to.html

Top URLs in Tweet in G6:
[2] https://medium.com/haileyburyx/clubhouse-81848ee845f2
[1] https://twitter.com/ABCEducationAU/status/1356135947272736770
[1] https://twitter.com/hojusaram/status/1354242571690676225
[1] https://educationblog.microsoft.com/en-au/2020/11/microsoft-school-transformation-program/
[1] https://twitter.com/townesy77/status/1354536663465086976
[1] https://twitter.com/MrBWHealey/status/994433478912430080
[1] https://twitter.com/MissDCox/status/883733554370367489
[1] https://create.kahoot.it/share/phenomenom-the-good-mood-food-special/c81e4d61-4748-4dca-8e57-b2
[1] https://phenomenom.com.au/wp-content/uploads/2019/07/Ph-Teacher-Guidebook.pdf
[1] https://twitter.com/sarahannamcd/status/1354673215008722944

Top URLs in Tweet in G7:
[15] https://www.trevormackenzie.com/
[5] https://www.cultofpedagogy.com/speaking-listening-techniques/
[1] https://www.kathmurdoch.com.au/blog/2019/10/3/inquiry-learning-pitfalls-and-perspectivesnbspnbsppart-1-of-3
[1] https://www.kqed.org/mindshift/51223/can-schools-change-measures-of-success-by-focusing-on-meaningful-work-instead-of-test-scores
[1] https://news.harvard.edu/gazette/story/2019/09/study-shows-that-students-learn-more-when-taking-part-in-classrooms-that-employ-active-learning-strategies/
[1] https://themarkup.org/blacklight

Top URLs in Tweet in G8:
[3] https://spark.adobe.com/page/yoIxhofamR56v/
[3] https://timkitchen.net/2021/01/22/australasian-adobe-in-education-update-january-2021/
[1] https://www.adobe.com/customer-success-stories/academy-of-art-case-study.html
[1] https://www.edutopia.org/article/creative-ways-assess-math-understanding
[1] https://twitter.com/SlidesManiaSM/status/1345754456223346688
[1] https://twitter.com/NASA/status/1354376310638977025
[1] https://twitter.com/justmotehq/status/1348645845697253380
[1] https://podcasts.apple.com/au/podcast/ter-164-cognitive-load-theory-in-action-ollie-lovell/id677691650?i=1000505927376

Top URLs in Tweet in G9:
[3] https://www.routledge.com/12-Characteristics-of-Deliberate-Homework/Youngman/p/book/9781003002413?utm_source=individuals&utm_medium=shared_link&utm_campaign=B003023_lr1_1au_7pp_d670_2020projectauthorsasselfpromoters
[3] https://districtadministration.com/fetc-driving-successful-learning-by-embracing-the-unknown/
[2] http://esheninger.blogspot.com/2021/01/a-message-to-school-leaders.html
[2] http://esheninger.blogspot.com/2020/08/5-keys-for-successful-remote-learning.html
[2] http://esheninger.blogspot.com/2021/01/all-hands-on-deck-approach-to.html
[1] https://twitter.com/ERobbPrincipal/status/1345293886105726976
[1] https://twitter.com/erik_youngman/status/1350456020779347970
[1] https://twitter.com/e_sheninger/status/1355878937528840196
[1] https://twitter.com/helenbevan/status/1355882007398641664

Top URLs in Tweet in G10:
[1] https://twitter.com/sydcathschools/status/1356678779993645059
[1] https://twitter.com/zeinachalich/status/1349985562350948359
[1] https://twitter.com/nbcnews/status/1351946683651915784
[1] https://hbr.org/2021/01/good-leadership-is-about-asking-good-questions?utm_medium=email#
[1] https://www.smh.com.au/national/nsw/lead-from-the-front-the-year-12-students-who-want-to-make-an-impact-20210128-p56xii.html
[1] https://twitter.com/zeinachalich/status/1355435588741066756
[1] https://www.theguardian.com/society/2021/jan/31/limiting-potential-from-age-10-how-girls-pigeonhole-themselves
[1] https://twitter.com/stfxarncliffe/status/1356158194188345345
[1] https://theeduflaneuse.com/2021/01/24/staff-development-and-wellbeing/
[1] https://twitter.com/ZeinaChalich/status/1352731002032902144

Top Domains
Top Domains in Tweet in Entire Graph:
[87] twitter.com
[63] com.au
[62] substack.com
[45] lpages.co
[41] youtube.com
[41] tes.com
[24] awordaboutbooks.com
[20] co.uk
[18] theeduflaneuse.com
[18] edu.au

Top Domains in Tweet in G1:
[2] catlintucker.com
[1] apple.com

Top Domains in Tweet in G2:
[8] twitter.com
[6] com.au
[5] spaceaustralia.com
[3] net.au
[2] spotify.com
[1] google.com
[1] wix.com
[1] org.au
[1] linkedin.com
[1] wordpress.com

Top Domains in Tweet in G3:
[27] com.au
[12] livestorm.co
[7] twitter.com
[7] global-edtech.com
[3] threadless.com
[2] co.uk
[1] spaceaustralia.com
[1] vimeo.com

Top Domains in Tweet in G4:
[8] twitter.com
[6] okt.to
[4] substack.com
[2] com.au
[2] edu.au
[2] mailchi.mp
[2] wevideo.com
[1] booklocker.com
[1] holoniq.com
[1] apple.com

Top Domains in Tweet in G5:
[6] twitter.com
[6] linkedin.com
[2] edu.au
[2] inclusivelearningdesign.com
[2] co.uk
[2] theedgemarkets.com
[2] anchor.fm
[1] universityworldnews.com
[1] blogspot.com
[1] beautifulhomebeautifullife.com

Top Domains in Tweet in G6:
[10] twitter.com
[2] medium.com
[2] microsoft.com
[1] kahoot.it
[1] com.au

Top Domains in Tweet in G7:
[15] trevormackenzie.com
[5] cultofpedagogy.com
[1] com.au
[1] kqed.org
[1] harvard.edu
[1] themarkup.org

Top Domains in Tweet in G8:
[4] adobe.com
[3] timkitchen.net
[3] twitter.com
[1] edutopia.org
[1] apple.com

Top Domains in Tweet in G9:
[6] blogspot.com
[4] twitter.com
[3] routledge.com
[3] districtadministration.com

Top Domains in Tweet in G10:
[9] twitter.com
[6] youtube.com
[2] com.au
[1] hbr.org
[1] theguardian.com
[1] theeduflaneuse.com
[1] mathsvideosaustralia.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[948] aussieed
[468] edchat
[288] ukedchat
[225] science
[160] nqtchat
[159] education
[127] aqascience
[102] edutwitter
[89] edtech
[86] edchateu



Top Hashtags in Tweet in G1:
[63] math
[63] english
[63] history
[63] science
[3] edchateu
[3] ukedchat
[3] aussieed
[3] africaed
[2] onlinelearning
[2] blendedlearning

Top Hashtags in Tweet in G2:
[49] aussieed
[8] stem
[7] esports
[7] tlapdownunder
[6] edchat
[6] steam
[5] esportsedu
[5] asiaed
[5] nzedchat
[5] primarystemchat

Top Hashtags in Tweet in G3:
[85] aussieed
[37] twinklaustralia
[34] acuedu_p
[33] aussieteachers
[32] primaryteachers
[26] teachvic
[25] teachqld
[25] teachersdownunder
[22] wateachers
[19] futureofedtech

Top Hashtags in Tweet in G4:
[68] aussieed
[10] edchat
[7] edtech
[6] vicpln
[5] edutwitter
[4] sunchat
[4] educhat
[3] edtechchat
[3] ukedchat
[3] edu

Top Hashtags in Tweet in G5:
[43] aussieed
[41] edchateu
[37] edchat
[25] lthechat
[21] highered
[20] academictwitter
[19] edtwitter
[19] ukedchat
[13] ukfechat
[12] edchatnz

Top Hashtags in Tweet in G6:
[30] aussieed
[4] phenomenom
[4] educators
[3] edutwitter
[3] education
[2] clubhouse
[2] edu
[2] teachers
[2] microsoftedu
[2] backtoschool

Top Hashtags in Tweet in G7:
[17] inquiry
[13] aussieed
[10] inquirymindset
[9] edchat
[8] diveintoinquiry
[7] bcedchat
[6] caedchat
[6] tosachat
[3] ibpyp
[2] cuechat

Top Hashtags in Tweet in G8:
[24] aussieed
[20] edtech
[16] edchat
[14] education
[9] educhat
[9] edutwitter
[9] flippedclassroom
[8] schools
[6] justiceforstudents
[6] cognitiveloadtheory

Top Hashtags in Tweet in G9:
[31] edchat
[30] education
[30] k12
[28] remotelearning
[21] satchat
[14] aussieed
[9] ukedchat
[9] edchateu
[8] intled
[7] edchatnz

Top Hashtags in Tweet in G10:
[43] aussieed
[13] womened
[7] acuedu_p
[7] mtbos
[6] mtboz
[3] education
[3] hexagonalthinking
[3] beginningteachers
[2] leadership
[2] learning

Top Words
Top Words in Tweet in Entire Graph:
[945] #aussieed
[468] #edchat
[288] #ukedchat
[286] students
[225] #science
[160] #nqtchat
[159] #education
[136] school
[133] join
[127] #aqascience

Top Words in Tweet in G1:
[73] catlin_tucker
[64] designing
[63] need
[63] inspiration
[63] station
[63] rotation
[63] lessons
[63] #math
[63] #english
[63] #history

Top Words in Tweet in G2:
[49] #aussieed
[13] year
[11] thefusecup
[10] episode
[10] amazing
[10] schools
[10] stem
[9] first
[9] ed
[9] students

Top Words in Tweet in G3:
[82] #aussieed
[37] #twinklaustralia
[36] mrsalakas
[34] #acuedu_p
[33] #aussieteachers
[32] #primaryteachers
[26] #teachvic
[26] year
[25] #teachqld
[25] #teachersdownunder

Top Words in Tweet in G4:
[68] #aussieed
[23] students
[12] year
[11] more
[10] #edchat
[10] writing
[8] school
[8] teachers
[8] join
[8] go

Top Words in Tweet in G5:
[43] #aussieed
[41] #edchateu
[37] #edchat
[29] virnarossi
[28] chat
[25] #lthechat
[24] join
[21] time
[21] #highered
[20] learnt

Top Words in Tweet in G6:
[30] #aussieed
[15] teacher
[15] school
[13] we've
[13] more
[13] teachers
[12] good
[12] students
[11] help
[10] education

Top Words in Tweet in G7:
[42] trev_mackenzie
[22] guiding
[22] questions
[17] #inquiry
[17] week
[16] use
[16] free
[15] each
[15] sharing
[15] sketchnote

Top Words in Tweet in G8:
[50] students
[48] same
[31] education
[27] seedyouth
[24] international
[24] local
[24] pay
[24] fees
[24] recieve
[24] always

Top Words in Tweet in G9:
[31] #edchat
[30] #education
[30] #k12
[30] erik_youngman
[29] six
[29] ways
[28] #remotelearning
[27] thrive
[27] educator
[27] add

Top Words in Tweet in G10:
[43] #aussieed
[35] zeinachalich
[21] school
[18] year
[15] day
[15] teachers
[14] learning
[13] #womened
[12] time
[12] work

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[215] #aussieed,#edchat
[149] #science,#nqtchat
[128] #ukedchat,#science
[81] #nqtchat,#ittchat
[81] #ittchat,#aussieed
[78] #nqtchat,#aqascience
[78] #aqascience,#aussieed
[65] global,#gtchat
[65] #gtchat,#gifted
[65] #gifted,#talented

Top Word Pairs in Tweet in G1:
[63] need,inspiration
[63] inspiration,designing
[63] designing,station
[63] station,rotation
[63] rotation,lessons
[63] lessons,#math
[63] #math,#english
[63] #english,#history
[63] #history,#science
[63] #science,class

Top Word Pairs in Tweet in G2:
[8] partnered,natedusummit
[8] natedusummit,launch
[8] launch,stem
[8] stem,ed
[8] ed,magazine
[8] magazine,issue
[8] issue,registered
[8] registered,innovation
[6] fuse,cup
[6] stemedmagazine,partnered

Top Word Pairs in Tweet in G3:
[34] #twinklaustralia,#acuedu_p
[31] #aussieed,#primaryteachers
[29] #acuedu_p,#aussieteachers
[26] #teachvic,#aussieed
[23] #aussieteachers,#teachvic
[20] #primaryteachers,#teachqld
[20] #teachqld,#teachersdownunder
[17] #teachersdownunder,#wateachers
[13] #futureofedtech,conference
[11] #wateachers,#teachersofsa

Top Word Pairs in Tweet in G4:
[6] students,writing
[6] #aussieed,alt
[6] alt,text
[5] improve,student
[3] #aussieed,#sunchat
[3] main,thing
[3] thing,achieve
[3] achieve,students
[3] students,academic
[3] academic,year

Top Word Pairs in Tweet in G5:
[20] learnt,covid
[17] join,#edchateu
[17] #edchateu,educational
[17] educational,chat
[17] sat,30th
[17] 30th,jan
[17] jan,1pm
[17] 1pm,cet
[17] cet,12pm
[17] 12pm,uk

Top Word Pairs in Tweet in G6:
[8] yes,we've
[8] we've,created
[8] created,good
[8] good,mood
[8] mood,moves
[8] moves,wheel
[8] wheel,designed
[8] designed,help
[8] help,encourage
[8] encourage,students

Top Word Pairs in Tweet in G7:
[22] guiding,questions
[15] each,week
[15] week,sharing
[15] sharing,#inquiry
[15] #inquiry,sketchnote
[15] sketchnote,use
[15] use,download
[15] download,free
[13] trev_mackenzie,each
[11] conference,kids

Top Word Pairs in Tweet in G8:
[24] international,students
[24] students,local
[24] local,students
[24] students,pay
[24] pay,same
[24] same,fees
[24] fees,recieve
[24] recieve,same
[24] same,education
[24] education,always

Top Word Pairs in Tweet in G9:
[29] six,ways
[27] ways,thrive
[27] thrive,educator
[27] educator,add
[27] add,#education
[27] #education,#k12
[27] #k12,#edchat
[26] erik_youngman,six
[25] #remotelearning,#hybridlearnin
[21] #edchat,#satchat

Top Word Pairs in Tweet in G10:
[13] #aussieed,#womened
[11] constant,work
[11] work,done
[11] done,ensure
[11] ensure,girls
[11] girls,continue
[11] continue,reach
[11] reach,stars
[11] stars,step
[11] step,comfort

Top Replied-To
Top Replied-To in Entire Graph:
@standouted
@teacheracer
@zeinachalich
@rebecca25489803
@techiepri
@ictevangelist
@advancehe_chat
@drkenpiascik
@lthechat

Top Replied-To in G2:
@zeinachalich
@ictevangelist
@thefusecup
@cameronross3

Top Replied-To in G3:
@haskettshsc
@tweetsomemoore
@aitsl

Top Replied-To in G5:
@advancehe_chat
@alisonrjames
@teacher2teacher
@lthechat
@drkenpiascik

Top Replied-To in G6:
@standouted

Top Replied-To in G10:
@joelbsperanza

Top Mentioned
Top Mentioned in Entire Graph:
@catlin_tucker
@txgifted
@trev_mackenzie
@mrsalakas
@zeinachalich
@tesresources
@erik_youngman
@virnarossi
@seedyouth
@teacherchalky1

Top Mentioned in G1:
@catlin_tucker
@jaymctighe

Top Mentioned in G2:
@thefusecup
@natedusummit
@savery_mark
@justateacherpod
@stemedmagazine
@jnxyz
@cameronross3
@spaceausdotcom
@mrsalakas
@trev_mackenzie

Top Mentioned in G3:
@mrsalakas
@global_edtech
@icte
@kcasw1
@ictevangelist
@nowakro
@mrmict
@twinklaustralia
@cathwilliams05
@cameronross3

Top Mentioned in G4:
@osmanfrederick
@educre8ive

Top Mentioned in G5:
@virnarossi
@ilenewinokur
@jamillner
@doctor_harves
@joycematthews_
@alisonrjames
@edchateu
@vincent_eltcpd
@shyj
@teacher2teacher

Top Mentioned in G6:
@aliceinframes
@standouted
@townesy77
@skymazef3
@serial
@mrsalakas
@annabelastbury
@peter_j_thomas
@zoosvictoria
@kirsty_costa

Top Mentioned in G7:
@trev_mackenzie
@cameronross3
@kjinquiry
@taradcat
@harvard
@cultofpedagogy
@moadlearning
@katewoods79
@shannon50959331

Top Mentioned in G8:
@seedyouth
@ollie_lovell
@timkitchen
@matthewhawke11
@terpodcast
@jasonm_2
@commkr8vewriter
@coetail
@nasa
@justmotehq

Top Mentioned in G9:
@erik_youngman
@e_sheninger
@helenbevan
@impactwales
@4oclockfaculty
@catlin_tucker
@erobbprincipal

Top Mentioned in G10:
@zeinachalich
@markian_07
@stfxarncliffe
@rocketscienceau
@mrjoshuaformosa
@mrsalakas
@melaniestock
@adrianodiprato
@mlobrien1
@carriebenedet

Top Tweeters
Top Tweeters in Entire Graph:
@coopmike48
@juandoming
@bigtickhk
@entwistletx
@bar_zie
@melissasweetdr
@abcnews
@yrotitna
@designthinkbot
@academicchatter

Top Tweeters in G1:
@yujimarutani
@publichealthmap
@mguhlin
@khechara
@missfield5
@catlin_tucker
@faten_romdhani
@prtaylorca
@theresagray
@lenessakeehn

Top Tweeters in G2:
@abcnews
@imagine_garden
@smh
@burgessdave
@edutweetoz
@esportstweeter
@tishrich
@kerszi
@alianational
@adam_voigt

Top Tweeters in G3:
@ictevangelist
@rondelle10_b
@jillberry102
@mandyhoskin1
@gruntledchalkie
@jeffreykubiak
@watsed
@nowakro
@borto74
@mrsalakas

Top Tweeters in G4:
@smgaillard
@drpowerskhs
@johnbenitezjr
@ryantracey
@educre8ive
@assemblytube
@fladdle
@petermdewitt
@mareetimms
@dmvelliaris

Top Tweeters in G5:
@bigtickhk
@bar_zie
@teacher2teacher
@mgcjusa
@edchateu
@shyj
@mmoliveras
@joycematthews_
@stephen_hurley
@betulp80

Top Tweeters in G6:
@annabelastbury
@janeocho2
@diversityup
@skymazef3
@townesy77
@edusum
@mesterman
@getkahoot
@steven_kolber
@aliceinframes

Top Tweeters in G7:
@hmason36
@christineyh
@trev_mackenzie
@harvard
@pereira_rasohts
@sherrattsam
@cultofpedagogy
@msilverman1
@felixst
@kaleidoscopesci

Top Tweeters in G8:
@markj_ohnson
@nasa
@commkr8vewriter
@kajaldhanda
@terpodcast
@ramna_mohit
@ranjitindia96
@thenikonkid
@ollie_lovell
@ankush79815691

Top Tweeters in G9:
@impeachbdevos
@erobbprincipal
@ohiobats
@e_sheninger
@erik_youngman
@chrisquinn64
@impactwales
@helenbevan
@jeremyjhilbert
@yaniedu

Top Tweeters in G10:
@yrotitna
@designthinkbot
@womened
@sprintbaseb
@zeinachalich
@nazmameah1
@ginabondi1
@adrianodiprato
@parkyranger
@davo452


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