scienceed, Twitter, 5/23/2020 2:42:13 AM, 227106


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scienceed_2020-05-22_17-50-33.xlsx
scienceed_2020-05-22_17-50-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 23, 2020
Short Description:
scienceed via NodeXL https://bit.ly/3bZd29U
@doc_b_brown
@troydsadler
@betsyd1115
@nsta
@schaubwrites
@vmcc_scienceed
@karen4stem
@tolby423
@miasshaw
@drloriandersen

Top hashtags:
#scienceed
#feuscietalk
#stem
#ted1203
#edchat
#covid19
#science
#sciencefromhome

Description:
Description
The graph represents a network of 814 Twitter users whose tweets in the requested range contained "scienceed", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 23 May 2020 at 00:50 UTC.

The requested start date was Saturday, 23 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 81-day, 19-hour, 16-minute period from Sunday, 01 March 2020 at 19:00 UTC to Friday, 22 May 2020 at 14:17 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 : 814
Unique Edges : 576
Edges With Duplicates : 1636
Total Edges : 2212
Number of Edge Types : 5
Tweet : 450
Retweet : 586
MentionsInRetweet : 756
Mentions : 369
Replies to : 51
Self-Loops : 465
Reciprocated Vertex Pair Ratio : 0.0542888165038002
Reciprocated Edge Ratio : 0.102986611740474
Connected Components : 131
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 191
Maximum Edges in a Connected Component : 565
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.045315
Graph Density : 0.00146725054474132
Modularity : 0.432622
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 814 Twitter users whose tweets in the requested range contained "scienceed", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 23 May 2020 at 00:50 UTC.

The requested start date was Saturday, 23 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 81-day, 19-hour, 16-minute period from Sunday, 01 March 2020 at 19:00 UTC to Friday, 22 May 2020 at 14:17 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 : scienceed
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:
[7] https://www.youtube.com/watch?time_continue=8&v=4qM25cNa0p8&feature=emb_logo
[7] https://www.cmrubinworld.com/school-to-career-program-breaks-the-cycle-of-poverty/
[4] https://grants.nih.gov/grants/guide/notice-files/NOT-NS-20-062.html
[4] https://rmhcsd.org/wp-content/uploads/2020/04/Kids-Activity-Packet-Illumina-FInal.pdf
[4] https://www.hpsst.com/uploads/6/2/9/3/62931075/2020feboped.pdf
[4] https://twitter.com/mackayim/status/1236556140927827970
[3] https://www.ddcoatings.co.uk/2343/what-is-differential-aeration-corrosion
[3] https://www.michelleschaub.com/dream-big
[3] https://ceci-scienceed.com/uniform-linear-motion/
[3] https://into.ai/blog/news-stories/data-science-is-getting-upgraded-with-passing-years-and-now-its-time-for/

Top URLs in Tweet in G1:
[2] https://twitter.com/maryforderry/status/1241352396439240705
[2] https://twitter.com/mydoncaster/status/1247083713428631553
[2] https://www.rte.ie/news/2020/0320/1124339-rte-to-launch-school-on-tv-teaching-initiative/
[2] https://www.cdc.gov/coronavirus/2019-ncov/prepare/managing-stress-anxiety.html
[1] https://twitter.com/flynndpaul/status/1245024369660891136
[1] https://twitter.com/tiernansandra/status/1253392656660602888
[1] https://twitter.com/yurgospolitis/status/1253311660623892481
[1] https://www.cancercarewest.ie/
[1] https://twitter.com/VMcC_ScienceEd/status/1261596159325417472
[1] https://www.youtube.com/watch?v=EbXCMrrQ1l8


Top URLs in Tweet in G2:
[1] https://www.politico.com/news/magazine/2020/03/19/coronavirus-effect-economy-life-society-analysis-covid-135579
[1] https://scienceinthecity.stanford.edu/
[1] https://twitter.com/BillGates/status/1243932782843305984
[1] https://twitter.com/NSTA/status/1243585125146902528

Top URLs in Tweet in G3:
[2] https://www.gmanetwork.com/news/news/nation/732440/philippines-eyes-mass-testing-of-suspected-covid-19-cases-starting-on-april-14/story/?utm_source=GMANews&utm_medium=Twitter
[2] https://www.gmanetwork.com/news/lifestyle/food/732376/5-nutrition-tips-from-the-dost-fnri-to-keep-healthy-during-quarantine/story/?utm_source=GMANews&utm_medium=Twitter
[2] https://www.gmanetwork.com/news/lifestyle/healthandwellness/731330/nutritionist-shares-what-to-eat-to-improve-your-immune-system-amid-covid-19-threat/story/?utm_source=GMANews&utm_medium=Twitter
[2] https://www.gmanetwork.com/news/scitech/weather/737131/expect-warmer-days-ahead-says-pagasa/story/?utm_source=GMANews&utm_medium=Twitter
[2] https://twitter.com/uposr/status/1245946653086863360
[2] https://techxplore.com/news/2020-04-lab-readsand-writesour.html
[2] https://techxplore.com/news/2020-03-tremors-ai-robots.html
[2] https://medicalxpress.com/news/2020-03-boost-immune-response-vaccines-older.html
[2] https://medicalxpress.com/news/2020-04-covid-vaccine-candidate-peer-reviewed.html
[2] https://news.abs-cbn.com/life/04/08/20/covid-19-bayanihan-hotel-sa-albay-libreng-nagpapatuloy-ng-mga-health-worker

Top URLs in Tweet in G4:
[7] https://www.youtube.com/watch?time_continue=8&v=4qM25cNa0p8&feature=emb_logo
[3] https://www.michelleschaub.com/dream-big
[2] https://www.helpteaching.com/lessons/423/earths-water?utm_source=twitter.com&utm_medium=social&utm_campaign=in-this-lesson--well-talk-about-the-ear
[1] https://www.middleweb.com/42951/reading-strategies-in-the-science-classroom/
[1] https://twitter.com/BTeachbio/status/1252566554656587776
[1] https://www.helpteaching.com/lessons/425/what-is-a-natural-hazard?utm_source=twitter.com&utm_medium=social&utm_campaign=natural-hazards-are-earth-events-that-ma
[1] https://www.helpteaching.com/lessons/435/groundwater?utm_source=twitter.com&utm_medium=social&utm_campaign=groundwater-is-water-found-under-the-gro
[1] https://www.helpteaching.com/tests/299937/zoology-review?utm_source=twitter.com&utm_medium=social&utm_campaign=how-much-do-you-know-about-animals--test
[1] https://www.helpteaching.com/lessons/308/meteor-showers?utm_source=twitter.com&utm_medium=social&utm_campaign=have-you-ever-wished-upon-a-shooting-sta
[1] https://www.helpteaching.com/lessons/694/rain-rain-go-away-a-science-story?utm_source=twitter.com&utm_medium=social&utm_campaign=today--were-going-to-share-with-you-a-s

Top URLs in Tweet in G5:
[3] https://ceci-scienceed.com/uniform-linear-motion/
[1] https://pdce.educ.ubc.ca/med_science/
[1] https://www.climatecentral.org/wgts/UHI/index.html?utm_source=wnet&utm_medium=embed&utm_campaign=UHI
[1] https://mysteryscience.com/mini-lessons/tears
[1] https://twitter.com/QuercusPrinus/status/1234838984313966593
[1] https://twitter.com/cnn/status/1235146330474938368
[1] http://blogs.edweek.org/teachers/teaching_now/2020/03/mt-preview-b717e29fe33ab551264993aaf6a53ad8731e2276.html#disqus_thread
[1] https://www.kcedventures.com/blog/outdoor-stem-how-long-are-your-small-intestines
[1] http://www.dyslexiakit.net/homeschool-science-education/
[1] https://twitter.com/nytimes/status/1237815567467323392

Top URLs in Tweet in G6:
[1] http://blogs.edweek.org/teachers/teaching_now/2020/04/shifting_science_instruction_to_coronavirus_new_lessons.html
[1] https://www.nsf.gov/news/mmg/mmg_disp.jsp?med_id=186433
[1] https://epiclearning.web.unc.edu/covid/

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=wUXtON00xNg&feature=youtu.be

[1] http://www.animalsofoz.com.au/online-experience/

Top URLs in Tweet in G8:
[2] https://blog.edvotek.com/2020/04/21/earth-day-experimentation/
[1] https://twitter.com/dhubhda/status/1238358905782140929
[1] https://www.rte.ie/news/world/2020/0424/1134497-us-covid19-coronavirus/
[1] https://twitter.com/CollegeBoard/status/1262354010243248128
[1] https://twitter.com/bhundey/status/1252983101199978496
[1] https://www.fastcompany.com/90486163/dysons-44-experiments-will-teach-your-kids-engineering-and-theyre-free
[1] https://hechingerreport.org/challenging-the-tried-and-true-to-serve-a-younger-generation-of-students-2/

Top URLs in Tweet in G9:
[1] http://www.scholastic.com/pathways
[1] https://www.pinterest.com/nigms/virtual-learning-resources/?invite_code=6ba54a9485344fe9a84102904b7577cb&sender=287456526124191254

Top URLs in Tweet in G10:
[1] https://jcom.sissa.it/archive/19/02/JCOM_1902_2020_A02
[1] https://twitter.com/scottishscicomm/status/1239637781267263491

Top Domains
Top Domains in Tweet in Entire Graph:
[118] twitter.com
[20] youtube.com
[14] helpteaching.com
[13] coetail.com
[11] abs-cbn.com
[9] blogspot.com
[9] fcld.ly
[8] co.uk
[8] gmanetwork.com
[7] facebook.com

Top Domains in Tweet in G1:
[11] twitter.com
[2] rte.ie
[2] cdc.gov
[1] cancercarewest.ie
[1] youtube.com
[1] tiny.cc
[1] teachingandlearning.ie
[1] irishtimes.com
[1] surveymonkey.com
[1] reellifescience.com

Top Domains in Tweet in G2:
[2] twitter.com
[1] politico.com
[1] stanford.edu

Top Domains in Tweet in G3:
[59] twitter.com
[11] abs-cbn.com
[9] fcld.ly
[8] gmanetwork.com
[7] bit.ly
[5] inquirer.net
[5] edu.ph
[4] techxplore.com
[4] medicalxpress.com
[3] facebook.com

Top Domains in Tweet in G4:
[14] helpteaching.com
[7] youtube.com
[4] michelleschaub.com
[3] blogspot.com
[2] twitter.com
[1] middleweb.com
[1] anitraroweschulte.com
[1] storymonsters.com

Top Domains in Tweet in G5:
[10] twitter.com
[3] ceci-scienceed.com
[2] explorelearning.com
[1] ubc.ca
[1] climatecentral.org
[1] mysteryscience.com
[1] edweek.org
[1] kcedventures.com
[1] dyslexiakit.net
[1] facebook.com

Top Domains in Tweet in G6:
[1] edweek.org
[1] nsf.gov
[1] unc.edu

Top Domains in Tweet in G7:
[1] youtube.com
[1] com.au

Top Domains in Tweet in G8:
[3] twitter.com
[2] edvotek.com
[1] rte.ie
[1] fastcompany.com
[1] hechingerreport.org

Top Domains in Tweet in G9:
[1] scholastic.com
[1] pinterest.com

Top Domains in Tweet in G10:
[1] sissa.it
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[392] scienceed
[122] feuscietalk
[96] stem
[91] ted1203
[91] edchat
[86] covid19
[35] science
[33] sciencefromhome
[32] scicomm
[32] scichat



Top Hashtags in Tweet in G1:
[3] covid19
[3] scienceed
[2] nfseminar
[2] hecapd
[2] gender
[2] bias
[2] internationalwomensday
[1] moycullen2croker
[1] leavingcert
[1] slt

Top Hashtags in Tweet in G2:
[10] dailydo
[10] distancelearning
[6] scienceed
[2] stem
[1] scienceeducation
[1] ngss
[1] scienceteacher
[1] viruses
[1] biology
[1] homeschool

Top Hashtags in Tweet in G3:
[122] feuscietalk
[91] ted1203
[73] covid19
[68] edchat
[20] healthythursday
[19] tgifscience
[19] sciefacts
[12] specialeducation
[9] socialissuewednesday
[9] feuspeducators

Top Hashtags in Tweet in G4:
[55] stem
[33] scienceed
[24] dreambiglittlescientists
[13] booklook2020
[13] picturebooks
[12] bedtime
[11] onlinelesson
[11] onlinelearning
[9] science
[7] bookweek2020athome

Top Hashtags in Tweet in G5:
[55] scienceed
[13] stem
[11] science
[8] scienceteacher
[6] education
[6] edchat
[4] onlinelearning
[4] txed
[4] educator
[4] willisisd

Top Hashtags in Tweet in G6:
[33] scienceed
[6] unc
[1] stemed
[1] scienceeducation
[1] covid19
[1] pandemic
[1] stem
[1] nced
[1] teachered
[1] middlegrades

Top Hashtags in Tweet in G7:
[30] sciencefromhome
[5] scienceed
[4] stemed
[3] ubuffalo
[3] ubgse
[3] stem
[2] scichat
[1] buffalo
[1] scicomm
[1] scied

Top Hashtags in Tweet in G8:
[19] scienceed
[7] stemed
[6] chemed
[5] biochemistry
[4] scicomm
[4] scienceteacher
[4] scied
[3] onthisday
[2] edchatie
[2] covid19

Top Hashtags in Tweet in G9:
[2] scienceed
[1] nigmspathways
[1] circadianrhythms
[1] stemed
[1] onlineed
[1] scienceteaching

Top Hashtags in Tweet in G10:
[21] scicomm
[17] scienceed
[16] informalsciencelearning
[16] inclusivescicomm
[1] covid2019
[1] socialdistancing
[1] scienceathome
[1] scienceeverywhere
[1] science
[1] stem

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[27] vmcc_scienceed
[12] day
[11] donenda
[10] thanks
[9] edtechne
[8] flynndpaul
[8] ml_mcn
[8] over
[7] happy
[7] one

Top Words in Tweet in G2:
[58] use
[58] home
[50] doc_b_brown
[49] lessons
[48] science
[48] teachers
[48] bunch
[48] downloadable
[48] interactive
[48] based

Top Words in Tweet in G3:
[122] #feuscietalk
[105] 19
[103] covid
[91] #ted1203
[73] #covid19
[68] #edchat
[64] cases
[47] april
[40] 2020
[37] health

Top Words in Tweet in G4:
[55] #stem
[38] schaubwrites
[33] #scienceed
[24] #dreambiglittlescientists
[20] find
[19] dream
[19] big
[13] reading
[13] alicepotter
[13] #booklook2020

Top Words in Tweet in G5:
[55] #scienceed
[17] science
[13] #stem
[11] students
[11] #science
[8] #scienceteacher
[6] #education
[6] #edchat
[6] ç
[6] šã

Top Words in Tweet in G6:
[33] #scienceed
[31] developed
[30] troydsadler
[29] please
[29] check
[29] site
[29] shares
[29] instructional
[29] activities
[29] re

Top Words in Tweet in G7:
[31] jessechambers_
[30] #sciencefromhome
[25] time
[25] eggsperiment
[25] using
[25] newton's
[25] 1st
[25] law
[25] chocolate
[25] eggs

Top Words in Tweet in G8:
[19] #scienceed
[7] #stemed
[6] #chemed
[5] today
[5] science
[5] students
[5] #biochemistry
[4] drjohnodonoghue
[4] home
[4] levels

Top Words in Tweet in G9:
[38] issue
[23] science
[23] resources
[22] nigms
[20] free
[19] third
[19] scholastic
[19] pathways
[19] sleep
[19] download

Top Words in Tweet in G10:
[21] #scicomm
[17] #scienceed
[16] slightly
[16] give
[16] sh
[16] #informalsciencelearning
[16] #inclusivescicomm
[16] read
[15] emilyadawson
[5] mark

Top Word Pairs
Top Word Pairs in Tweet in G2:
[8] science,teachers
[8] teachers,bunch
[8] bunch,downloadable
[5] downloadable,lessons
[4] lessons,use
[4] use,interactive
[4] interactive,home
[4] home,based
[3] doc_b_brown,science
[3] based,less

Top Word Pairs in Tweet in G3:
[48] covid,19
[48] #ted1203,#edchat
[48] #feuscietalk,#ted1203
[48] total,number
[48] metro,manila
[48] #feuscietalk,#healthythursday
[48] april,2020
[48] 19,cases
[47] #healthythursday,#ted1203
[47] #covid19,cases

Top Word Pairs in Tweet in G4:
[99] dream,big
[48] #scienceed,#stem
[44] encourage,little
[28] little,scientist
[19] scientist,dream
[18] big,#stem
[16] #stem,#picturebooks
[15] #picturebooks,#booklook2020
[15] #booklook2020,suefliess
[15] #onlinelesson,#onlinelearning

Top Word Pairs in Tweet in G5:
[19] #scienceteacher,#txed
[15] #txed,#educator
[12] #educator,#willisisd
[12] #willisisd,#lucasprideisjustified
[12] #lucasprideisjustified,#scienceed
[12] #scienceed,#technology
[12] #science,#scienceed
[12] #technology,#innovation
[12] hello,#dt
[11] #dt,#science

Top Word Pairs in Tweet in G6:
[4] please,check
[4] check,site
[4] site,shares
[4] shares,#scienceed
[4] #scienceed,instructional
[4] instructional,activities
[4] activities,re
[3] re,covid
[3] covid,19
[3] 19,co

Top Word Pairs in Tweet in G7:
[29] time,#sciencefromhome
[29] #sciencefromhome,eggsperiment
[29] eggsperiment,using
[29] using,newton's
[29] newton's,1st
[29] 1st,law
[29] law,chocolate
[29] chocolate,eggs
[29] eggs,use
[29] jessechambers_,time

Top Word Pairs in Tweet in G8:
[25] #chemed,#scienceed
[25] #scienceed,#scied
[25] #stemed,#scienceed
[25] highlights,need
[25] need,#scicomm
[25] #scicomm,#scienceed
[25] #scienceed,levels
[25] levels,make
[25] make,efforts
[24] efforts,engage

Top Word Pairs in Tweet in G9:
[4] third,issue
[4] issue,scholastic
[4] scholastic,pathways
[3] pathways,issue
[3] issue,science
[3] science,sleep
[3] sleep,download
[3] download,free
[3] free,resources
[3] nigms,third

Top Word Pairs in Tweet in G10:
[19] slightly,give
[19] give,sh
[19] sh,#scicomm
[19] #scicomm,#scienceed
[19] #scienceed,#informalsciencelearning
[19] #informalsciencelearning,#inclusivescicomm
[19] #inclusivescicomm,read
[19] emilyadawson,slightly
[19] mark,calendars
[18] calendars,friday

Top Replied-To
Top Replied-To in Entire Graph:
@vmcc_scienceed
@oaklandplanning
@acardinot
@feu_scienceed
@iseultmangan
@educationweek
@_paperika
@maighcuilinn
@anyone4science
@iolnetwork

Top Replied-To in G1:
@vmcc_scienceed
@acardinot
@iseultmangan
@maighcuilinn
@tereza_myt
@iolnetwork
@berniewhite33
@gardenngather
@jimlenaghan
@jeanharrie

Top Replied-To in G2:
@mrs_furtado

Top Replied-To in G3:
@feu_scienceed
@_paperika

Top Replied-To in G6:
@educationweek

Top Replied-To in G8:
@anyone4science
@mrfarabaugh

Top Mentioned
Top Mentioned in Entire Graph:
@doc_b_brown
@schaubwrites
@earthshakerph
@jessechambers_
@troydsadler
@nigms
@pallithordarson
@mackayim
@emilyadawson
@inquisitivegyn

Top Mentioned in G1:
@donenda
@vmcc_scienceed
@edtechne
@flynndpaul
@ml_mcn
@ultrajessamyn
@a_selby_phys
@sarahlrcarroll
@murielgrenon
@imslimerick

Top Mentioned in G2:
@doc_b_brown
@ctskeeley
@tjscience
@astbigideas
@mbraaten
@megmarrrero
@douglarkin01
@docmensah
@endeavorstem
@sciencediva319

Top Mentioned in G3:
@earthshakerph
@dohgovph
@sciencemagazine
@feu_scienceed
@gmanews
@abscbnnews
@feuspeducators
@nicartubaldo_
@cnnphilippines
@afp

Top Mentioned in G4:
@schaubwrites
@alicepotter
@suefliess
@charlesbr
@charlesbridge
@writer_meyer
@nsta
@missjosephison
@middleweb
@anitraschulte

Top Mentioned in G5:
@cecilscienceed
@philray62

Top Mentioned in G6:
@troydsadler
@nsf
@uncschoolofed
@educationweek
@mizzoueducation
@nsta
@nsf_ehr
@doc_b_brown

Top Mentioned in G7:
@jessechambers_
@ubgse
@ravenscimaven

Top Mentioned in G8:
@drjohnodonoghue
@irishsciteach
@ucc
@roysocchem
@edvotek
@collegeboard
@francesarnold
@audioenhancemnt
@jdf
@tcd_chemistry

Top Mentioned in G9:
@nigms
@partnershipined

Top Mentioned in G10:
@emilyadawson
@stemequals
@lindyorthia
@jessechambers_
@scottishscicomm

Top Tweeters
Top Tweeters in Entire Graph:
@cowboyscifibot
@abscbnnews
@ancalerts
@gmanews
@femtech_
@into_ai
@philippinestar
@cnnphilippines
@lisahafey
@time

Top Tweeters in G1:
@femtech_
@rte
@mcculld
@sharonlflynn
@galway2020
@donenda
@nuigalway
@scienceirel
@saorog
@aoibhinn_ni_s

Top Tweeters in G2:
@lisgurthie
@richbacolor
@bpenuel
@zingerlearns
@travisjbristol
@scifleur
@jengutierrez18
@kevnix
@lex1science
@sciencecat222

Top Tweeters in G3:
@abscbnnews
@ancalerts
@gmanews
@philippinestar
@cnnphilippines
@time
@afp
@stateofdnation
@popsci
@joseph_morong

Top Tweeters in G4:
@larryferlazzo
@ncte
@drmnikfar
@iteachmathall
@cathm_johnson
@nadiaawriter
@annielynn215
@richardklee1
@teresarobeson
@s_akrati

Top Tweeters in G5:
@kcedventures
@mmelayman
@grahamyvonna
@jakse
@iowaagliteracy
@ubc_pdce
@tech_mama3
@friedrichlaurie
@anjuliahooja
@mr_abee_tweets

Top Tweeters in G6:
@educationweek
@nsf
@dtcampbe
@beaglestana
@mizzoueducation
@kathrynchval
@stephenburgin
@jeffgreeneunc
@caseyelrod13
@kemencevisule

Top Tweeters in G7:
@lisahafey
@benjiw
@worldmeetsgirl
@scicommbot
@aly_sea
@glazgow
@timothy_newport
@labour_lives
@dannouveau
@mshepherd11

Top Tweeters in G8:
@everburningfire
@ucc
@collegeboard
@hechingerreport
@tcddublin
@roysocchem
@drjohnodonoghue
@workentinchem
@education_ire
@irishsciteach

Top Tweeters in G9:
@alex_dix
@suebreen6
@barbararother1
@bdsatterfield
@nih_nccih
@samehserry20
@roberta_meyer_
@joparimi
@nigms
@fastplants

Top Tweeters in G10:
@erinmaochu
@sophiefern
@holkershaw
@emilyadawson
@scottishscicomm
@fiddlebrain
@thegreyskies
@jess_gagnon
@lahooven
@edscicomm