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scienceteacher_2022-05-13_17-55-12.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 14, 2022
Short Description:
scienceteacher via NodeXL https://bit.ly/37JuqDJ
@this0499154500
@sciencebuddies
@paul_sciteach
@rsc_eic
@chemistmagpie
@publicationbot
@myscienceboutiq
@twinklbeyond
@hoyledoc
@stem_ai

Top hashtags:
#scienceteacher
#science
#stem
#sciencestudent
#teacher
#fashion

Description:
Description
The graph represents a network of 1,506 Twitter users whose tweets in the requested range contained "scienceteacher", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 14 May 2022 at 00:58 UTC.

The requested start date was Saturday, 14 May 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 100-day, 23-hour, 10-minute period from Tuesday, 01 February 2022 at 00:30 UTC to Thursday, 12 May 2022 at 23:41 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 : 1506
Unique Edges : 773
Edges With Duplicates : 3132
Total Edges : 3905
Number of Edge Types : 5
Mentions : 636
Retweet : 1017
MentionsInRetweet : 1206
Tweet : 985
Replies to : 61
Self-Loops : 1006
Reciprocated Vertex Pair Ratio : 0.0567164179104478
Reciprocated Edge Ratio : 0.107344632768362
Connected Components : 390
Single-Vertex Connected Components : 190
Maximum Vertices in a Connected Component : 386
Maximum Edges in a Connected Component : 1614
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.645592
Graph Density : 0.000624743550714087
Modularity : 0.377252
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,506 Twitter users whose tweets in the requested range contained "scienceteacher", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 14 May 2022 at 00:58 UTC.

The requested start date was Saturday, 14 May 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 100-day, 23-hour, 10-minute period from Tuesday, 01 February 2022 at 00:30 UTC to Thursday, 12 May 2022 at 23:41 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 : scienceteacher
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:
[20] https://www.coresciences.co.uk/
[19] https://www.sciencebuddies.org/fluor-challenge-2022?from=TW
[15] https://myscienceboutique.com/product/science-jewelry-dna-earrings/
[15] https://www.edvotek.com/origami-organelles
[13] https://myscienceboutique.com/product/trendy-science-socks-bioinformatics-heatmap-pattern/
[10] https://www.goodnewsnetwork.org/
[10] https://www.sciencebuddies.org/blog/may4-star-wars-stem?from=TW
[10] https://www.twinkl.co.uk/resources/keystage3-ks3-science-ks3/seasonal-resources-ks3-science-science-ks3-ks4/keystage3-ks3-festivals-and-events-organised-events-and-awareness-days-british-science-week
[9] https://myscienceboutique.com/product/chemistry-is-my-dna-biology-science-unisex-regular-fit-t-shirt/
[8] https://www.iwasakid.com/

Top URLs in Tweet in G1:
[10] https://www.goodnewsnetwork.org/
[5] https://www.etsy.com/listing/696099120
[3] https://sciencefather.com/awards/2nd-international-research-awards-on-science-health-and-engineering-chennai-india-nominate-now/?etitle=2nd%20International%20Research%20Awards%20on%20Science,%20Health%20and%20Engineering&email=shen@sciencefather.com&ecategory=Awards&rcategory=Awardee&eid=4
[3] https://unmincedwords.com/collections/fu
[3] https://www.halsbury.com/school-travel-resources/speak-like-a-scientist-poster
[3] http://www.cultofpedagogy.com/
[3] https://pbskids.org/
[2] https://www.allschool.com/teach/newTeacher/?inviteCode=RetQS1ASOgM%3D&oneLevelChannel=2&twoLevelChannel=3
[2] https://docs.google.com/forms/d/e/1FAIpQLSfqCb77jOPOJ-3GrWr4dkWLu-ym8X66sXybnyb80yUGc__YKg/viewform?usp=send_form
[2] https://www.instagram.com/accounts/login/?next=/dpsnacharam/

Top URLs in Tweet in G2:
[20] https://www.coresciences.co.uk/
[13] https://myscienceboutique.com/product/science-jewelry-dna-earrings/
[12] https://myscienceboutique.com/product/trendy-science-socks-bioinformatics-heatmap-pattern/
[9] https://myscienceboutique.com/product/chemistry-is-my-dna-biology-science-unisex-regular-fit-t-shirt/
[8] https://myscienceboutique.com/product/valentine-enzymes-biology-science-womens-t-shirt/
[7] https://myscienceboutique.com/product/science-is-everyones-right-regular-fit-t-shirts/
[7] https://myscienceboutique.com/product/physics-astronomy-science-humor-mens-premium-t-shirt/
[6] https://myscienceboutique.com/product/trendy-science-socks-pi-math-design/
[6] https://myscienceboutique.com/product/earth-pattern-socks/
[6] https://myscienceboutique.com/product/photon-premium-unisex-hooded-sweatshirt-with-pockets/

Top URLs in Tweet in G3:
[19] https://www.sciencebuddies.org/fluor-challenge-2022?from=TW
[9] https://www.sciencebuddies.org/blog/may4-star-wars-stem?from=TW
[6] https://www.sciencebuddies.org/blog/mario-day-stem?from=TW
[5] https://www.sciencebuddies.org/blog/science-activities-peeps?from=TW
[4] https://www.sciencebuddies.org/blog/st-patricks-day-stem-activities?from=TW
[4] https://www.sciencebuddies.org/blog/spring-science-experiments?from=TW
[4] https://www.sciencebuddies.org/blog/family-fun-with-physics-launching-plastic-eggs-with-the-ping-pong-catapult?from=TW
[2] https://www.sciencebuddies.org/blog/lunar-new-year-stem?from=TW
[2] https://www.sciencebuddies.org/blog/black-history-month-scientists?from=TW
[2] https://www.sciencebuddies.org/blog/valentines-day-stem?from=TW

Top URLs in Tweet in G4:
[1] https://www.tes.com/teaching-resource/resource-12673429

Top URLs in Tweet in G5:
[2] https://www.bps.ac.uk/careers-in-pharmacology
[2] https://www.bps.ac.uk/careers-development/junior-school-(ages-7-11)
[2] https://www.bps.ac.uk/careers-in-pharmacology/students-(ages-16-)
[1] https://www.bps.ac.uk/ambassadors/resources-for-promoting-careers
[1] https://www.youtube.com/watch?v=efsKa37cU2M


Top URLs in Tweet in G6:
[7] https://www.twinkl.co.uk/resources/keystage3-ks3-science-ks3/seasonal-resources-ks3-science-science-ks3-ks4/keystage3-ks3-festivals-and-events-organised-events-and-awareness-days-british-science-week
[3] https://qualifications.pearson.com/en/support/Services/pearson-edexcel-mocks-service.html?utm_source=Twitter&utm_content=sciencespringseries
[3] https://qualifications.pearson.com/en/campaigns/summer-2022-support/advance-information-revision-support.html?utm_source=twitter&utm_medium=social-organic&utm_campaign=GBEDGS0821SUM22&utm_content=airev
[3] https://www.pearson.com/uk/educators/schools/subject-area/science/unbeatable-support/support-from-pearson.html?utm_source=Twitter
[2] https://ditchthattextbook.com/slide-into-science-demonstrating-learning-with-google-slides/
[1] https://scistarter.org/citizensciencemonth
[1] https://www.teacherspayteachers.com/Product/Electricity-and-Magnetism-Science-Interactive-Notebook-808774
[1] https://padlet.com/ecerio2015/ue5s7j0zs85e
[1] https://www.teacherspayteachers.com/Product/Earths-Waters-Earth-Science-Interactive-Notebook-1837180
[1] https://www.teacherspayteachers.com/Product/Energy-Work-Simple-Machines-Science-Interactive-Notebook-783000

Top URLs in Tweet in G9:
[7] https://www.iwasakid.com/
[1] https://twitter.com/schmidtocean/status/1499718549270523905
[1] https://survey.alchemer.com/s3/6801384/Registration-Form
[1] https://www.nsta.org/chicago22
[1] https://twitter.com/middleweb/status/1511489360050466816

Top URLs in Tweet in G10:
[1] https://docs.google.com/forms/d/e/1FAIpQLSfukjxoG8YdMJCkS0V7nsJlZXCxKN0GRhz-zMHLAZYyhzdjCg/viewform
[1] https://twitter.com/houstonisd/status/1521142474118377477
[1] https://twitter.com/ScienceIsMyJam1/status/1506396295216480258

Top Domains
Top Domains in Tweet in Entire Graph:
[177] myscienceboutique.com
[94] co.uk
[93] sciencebuddies.org
[76] twitter.com
[64] origamiorganelles.com
[41] etsy.com
[33] instagram.com
[31] nemnet.com
[29] youtube.com
[22] teacherspayteachers.com

Top Domains in Tweet in G1:
[14] instagram.com
[13] twitter.com
[10] goodnewsnetwork.org
[8] etsy.com
[7] co.uk
[3] org.uk
[3] sciencefather.com
[3] unmincedwords.com
[3] youtube.com
[3] bnbd24.com

Top Domains in Tweet in G2:
[172] myscienceboutique.com
[29] co.uk
[20] etsy.com
[6] twitter.com
[5] rsc.org
[4] ourspaceourfuture.eu
[4] eschoolnews.com
[4] nodexlgraphgallery.org
[3] youtube.com
[3] bit.ly

Top Domains in Tweet in G3:
[92] sciencebuddies.org
[3] activelylearn.com
[2] youtube.com
[1] loc.gov
[1] forms.gle
[1] pbs.org
[1] myscienceboutique.com

Top Domains in Tweet in G4:
[1] tes.com

Top Domains in Tweet in G5:
[7] ac.uk
[1] youtube.com

Top Domains in Tweet in G6:
[30] co.uk
[20] teacherspayteachers.com
[14] pearson.com
[7] twitter.com
[4] youtube.com
[2] ditchthattextbook.com
[1] scistarter.org
[1] padlet.com
[1] edutopia.org
[1] genome.gov

Top Domains in Tweet in G9:
[7] iwasakid.com
[2] twitter.com
[1] alchemer.com
[1] nsta.org

Top Domains in Tweet in G10:
[2] twitter.com
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1396] scienceteacher
[395] science
[327] stem
[143] sciencestudent
[105] teacher
[99] fashion
[98] edutwitter
[96] sciencetwitter
[92] phd
[88] stemeducation



Top Hashtags in Tweet in G1:
[345] scienceteacher
[65] scienceteaching
[64] scienceactivities
[64] sciencestations
[64] sciencegames
[64] sciencecenters
[63] science
[63] texasscienceteacher
[61] handsonscience
[58] teacher

Top Hashtags in Tweet in G2:
[208] scienceteacher
[202] science
[158] stem
[128] sciencestudent
[98] fashion
[92] phd
[78] sciencetwitter
[74] scicom
[70] academictwitter
[69] lovescience

Top Hashtags in Tweet in G3:
[115] stem
[93] scienceteacher
[35] fluorchallenge
[27] engineering
[24] paperballrun
[19] science
[19] scichat
[13] eweek2022
[10] sciencefair
[10] starwarsday

Top Hashtags in Tweet in G4:
[58] scienceclub
[2] scienceteacher
[1] ffbwednesday
[1] edutwitter
[1] science

Top Hashtags in Tweet in G5:
[15] nationalcareersweek
[7] ncw2022
[7] scienceteacher
[6] stem
[5] careersinstem
[1] pharmacology
[1] apprenticeships

Top Hashtags in Tweet in G6:
[98] scienceteacher
[45] edutwitter
[21] teachers
[13] britishscienceweek
[12] teachertwitter
[10] physics
[8] physicsteacher
[7] middleschoolscience
[7] science
[6] biologyteacher

Top Hashtags in Tweet in G7:
[11] scienceteacher
[10] onlineexam
[1] solagratia
[1] internationalteacher
[1] ghana

Top Hashtags in Tweet in G8:
[1] troll
[1] block
[1] wirsindgeboostert
[1] wirsindmehr
[1] haltdiefresse
[1] covidiot
[1] fcknzs

Top Hashtags in Tweet in G9:
[15] scienceteacher
[6] scienceclass
[5] scienceteachers
[5] nsta22
[3] sciart
[3] nsta
[2] scicomm
[2] sciencecomics
[2] scied
[2] stemeducation

Top Hashtags in Tweet in G10:
[22] scienceteacher
[6] houston
[3] share
[3] fanfavorite
[3] science
[2] handson
[2] preptime
[2] fortheloveofscience
[2] chavezhuertaday
[2] refraction

Top Words
Top Words in Tweet in Entire Graph:
[1395] #scienceteacher
[771] science
[400] #science
[327] #stem
[253] teacher
[200] students
[195] website
[143] #sciencestudent
[130] day
[127] more

Top Words in Tweet in G1:
[344] #scienceteacher
[104] science
[65] #scienceteaching
[64] #scienceactivities
[64] #sciencestations
[64] #sciencegames
[64] #sciencecenters
[63] #science
[63] #texasscienceteacher
[61] #handsonscience

Top Words in Tweet in G2:
[208] #scienceteacher
[206] #science
[194] science
[174] website
[158] #stem
[128] #sciencestudent
[109] myscienceboutiq
[105] shirt
[98] #fashion
[92] #phd

Top Words in Tweet in G3:
[115] #stem
[93] #scienceteacher
[88] sciencebuddies
[50] students
[49] 2022
[38] science
[35] fun
[35] #fluorchallenge
[32] paper
[27] #engineering

Top Words in Tweet in G4:
[58] finally
[58] reached
[58] 50
[58] activities
[58] #scienceclub
[58] powerpoint
[58] thought
[58] time
[58] upload
[57] paul_sciteach

Top Words in Tweet in G5:
[64] britpharmsoc
[52] pharmacologists
[38] make
[37] difference
[31] lives
[30] pharmacologist
[30] people
[30] making
[30] discovering
[30] drugs

Top Words in Tweet in G6:
[98] #scienceteacher
[81] science
[45] #edutwitter
[30] students
[21] join
[21] #teachers
[20] revision
[20] gcse
[19] great
[19] come

Top Words in Tweet in G7:
[78] started
[47] 1achabu
[39] dream
[39] plan
[39] developed
[39] work
[39] ve
[39] gotten
[39] destination
[37] defini

Top Words in Tweet in G8:
[15] science63424214
[15] scienceteacher
[9] die
[7] _martinhagen
[4] renatekuenast
[4] kathaschulze
[4] evidenz
[3] tobiaseisenhut
[3] meinte
[3] voll

Top Words in Tweet in G9:
[15] #scienceteacher
[12] science
[10] nsta
[9] know
[8] answers
[6] #scienceclass
[6] teaching
[5] comics
[5] free
[5] downloads

Top Words in Tweet in G10:
[22] #scienceteacher
[14] hisd_elemsci
[11] sarayrodrigu3z
[9] rickettsdeirdre
[7] bostonwhitnee
[6] hi
[6] friends
[6] #houston
[6] expand
[6] teacher

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[160] website,#science
[129] #science,#sciencestudent
[112] #scienceteacher,#stem
[110] science,teacher
[93] #sciencestudent,#scienceteacher
[74] shirt,website
[73] #stem,#scicom
[66] #lovescience,#phd
[65] #scienceteaching,#scienceactivities
[64] #scienceteacher,#scienceteaching

Top Word Pairs in Tweet in G1:
[64] #scienceteacher,#scienceteaching
[64] #scienceteaching,#scienceactivities
[64] #scienceactivities,#sciencestations
[64] #sciencestations,#sciencegames
[64] #sciencegames,#sciencecenters
[63] #sciencecenters,#texasscienceteacher
[53] #texasscienceteacher,#iteachscience
[52] #iteachscience,#handsonscience
[44] #teacher,#teaching
[41] #handsonscience,#teacherspayteachers

Top Word Pairs in Tweet in G2:
[155] website,#science
[125] #science,#sciencestudent
[94] #scienceteacher,#stem
[89] #sciencestudent,#scienceteacher
[73] shirt,website
[73] #stem,#scicom
[66] #lovescience,#phd
[63] #academictwitter,#gradschool
[62] #scicom,#fashion
[62] #sciencetwitter,#academictwitter

Top Word Pairs in Tweet in G3:
[18] #paperballrun,#fluorchallenge
[17] paper,ball
[16] ball,run
[15] march,20
[15] 20,2022
[14] 2022,#paperballrun
[12] accepted,march
[11] #stem,#scienceteacher
[11] hands,#stem
[11] #stem,activity

Top Word Pairs in Tweet in G4:
[58] finally,reached
[58] reached,50
[58] 50,activities
[58] activities,#scienceclub
[58] #scienceclub,powerpoint
[58] powerpoint,thought
[58] thought,time
[58] time,upload
[57] paul_sciteach,finally

Top Word Pairs in Tweet in G5:
[37] make,difference
[30] pharmacologist,pharmacologists
[30] pharmacologists,make
[30] difference,people
[30] people,lives
[30] lives,making
[30] making,discovering
[30] discovering,drugs
[29] britpharmsoc,pharmacologist
[29] drugs,tr

Top Word Pairs in Tweet in G6:
[18] #edutwitter,#scienceteacher
[16] come,join
[16] join,amazing
[16] amazing,science
[16] science,department
[16] department,physics
[16] physics,team
[16] team,genuinely
[16] genuinely,knowledgeable
[16] knowledgeable,worked

Top Word Pairs in Tweet in G7:
[39] started,dream
[39] dream,plan
[39] plan,developed
[39] developed,work
[39] work,started
[39] ve,gotten
[39] gotten,destination
[38] 1achabu,started
[38] started,ve
[37] destination,defini

Top Word Pairs in Tweet in G8:
[4] science63424214,renatekuenast
[4] renatekuenast,_martinhagen
[4] _martinhagen,kathaschulze
[2] science63424214,tobiaseisenhut
[2] tobiaseisenhut,scienceteacher
[2] science63424214,blubby2106
[2] blubby2106,meamz_de
[2] meamz_de,moogoonoog
[2] moogoonoog,abumtadir
[2] abumtadir,_martinhagen

Top Word Pairs in Tweet in G9:
[5] know,comics
[5] comics,free
[5] free,downloads
[5] downloads,#scienceteachers
[5] #scienceteachers,#scienceclass
[5] #scienceclass,#scienceteacher
[4] doodlebugkry,know
[4] #scienceteacher,#
[4] horizon,research
[4] research,recruiting

Top Word Pairs in Tweet in G10:
[6] hi,#scienceteacher
[6] #scienceteacher,friends
[6] friends,#houston
[6] #houston,expand
[6] expand,teacher
[6] teacher,pln
[6] pln,come
[6] come,meet
[6] rickettsdeirdre,bostonwhitnee
[4] hisd_elemsci,alliantgroup

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@myscienceboutiq
@sciencebuddies
@britpharmsoc
@paul_sciteach
@1achabu
@angieshandmade1
@browndoggadgets
@wilkinson_stem
@ourspace_future
@origamicells

Top Mentioned in G1:
@srjsciencehub
@jit_official_
@teacheslana
@you_click_it
@sciteacheraward

Top Mentioned in G2:
@myscienceboutiq
@ourspace_future
@sciencebuddies
@rsc_eic
@b0tsci
@profebarreto
@this0499154500
@jonterlee
@cardiffphysx
@bigchats

Top Mentioned in G3:
@sciencebuddies
@fluorcorp
@activelylearn
@2seetheglobe
@lmsama
@whenthebleep
@novaeducation
@psntps
@laxmevy
@reneewellssteam

Top Mentioned in G4:
@paul_sciteach
@rsc_eic

Top Mentioned in G5:
@britpharmsoc

Top Mentioned in G6:
@sarahcomfort1
@hoyledoc
@pearsonsciences
@cadrek12
@ngs_education
@amandalatasha
@twperry1
@physicsmansam
@twinklbeyond
@scistarter

Top Mentioned in G7:
@1achabu

Top Mentioned in G8:
@_martinhagen
@science63424214
@renatekuenast
@kathaschulze
@tobiaseisenhut
@marcobuschmann
@blubby2106
@meamz_de
@moogoonoog
@abumtadir

Top Mentioned in G9:
@nsta
@iwasakidsteam
@doodlebugkry
@carolinabio
@tarawood29
@alwillia
@hri_stem
@kimteacheschem
@n
@agu_scicomm

Top Mentioned in G10:
@hisd_elemsci
@sarayrodrigu3z
@rickettsdeirdre
@bostonwhitnee
@scienceismyjam1
@teach_dcrouch
@alliantgroup
@houstonisd
@msjaime01
@reworldschool

Top Tweeters
Top Tweeters in Entire Graph:
@animatorspal
@ronaldclarke
@freeboostpromo
@411emilio
@botsecx
@education_24x7
@naturecutstags
@ricardo_ik_ahau
@devin_salesman
@botfemale

Top Tweeters in G1:
@woodentek
@craftymcclever
@laura_a_diaz
@abpsanjha
@quietlionness
@newsbangla24com
@drjtms
@info24bd
@you_click_it
@uf_ifas

Top Tweeters in G2:
@animatorspal
@411emilio
@davidbflower
@nine___hundred
@b0tsci
@rdene915
@in_stemm
@stem_ai
@scicommbot
@hlc_education

Top Tweeters in G3:
@botsecx
@ricardo_ik_ahau
@satyajit1910
@intrinsicgames
@irasocol
@garym
@pbsfortwayne
@stoupasteresa
@rtne_ws
@praxismedhat

Top Tweeters in G4:
@reelresearch
@deputygrocott
@ocevian
@paddyshevlin
@natkin
@cravenscience1
@physixism
@drm_carey
@yvonne_nolan
@hthompson1982

Top Tweeters in G5:
@ncwnewman
@careersweek
@rebeccahritchie
@pharma_mty
@erickjr_silva
@eduolpe
@britpharmsoc
@carlkrx
@oxlepskills
@virtuallenna

Top Tweeters in G6:
@nutritionrobot
@bambigoesforth
@alan_rowse
@ahmedkhattabuk
@inpi
@scistarter
@wrbdb
@prof_di_chimica
@newmanphysics
@drdavidboyce

Top Tweeters in G7:
@dkbghana
@ronyj16
@qripp
@uncle_thi
@kw3_kaalu
@spookythemaniac
@boison__
@mantseakai
@benmccupid
@junior_kwabi

Top Tweeters in G8:
@micfdp
@systemanalysen
@rc_kh
@ella_von_t
@renatekuenast
@nhilsi
@marcobuschmann
@kathaschulze
@elefantimraum2
@moogoonoog

Top Tweeters in G9:
@botfemale
@cornubiageol
@beartrust
@laelaps
@todrobbins
@deepseadawn
@nsta
@sluagh_sith
@middleweb
@usgs

Top Tweeters in G10:
@stem_nastics
@houstonisd
@phetsims
@rickettsdeirdre
@jererita_wilson
@justteacheyy
@alliantgroup
@missquintanilla
@sarayrodrigu3z
@gallowcintel