#stem, Twitter, 7/31/2020 2:24:20 PM, 231493


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#stem_2020-07-31_07-02-25.xlsx
#stem_2020-07-31_07-02-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2020
Short Description:
#stem via NodeXL https://bit.ly/3gkcCxV
@stem_ai
@blackgirlscode
@stemfromdance
@bballege
@femtech_
@enricomolinari
@dailystem
@fintechfor
@s
@primarystemchat

Top hashtags:
#stem
#science
#education
#steam
#ai
#math
#womeninstem
#stemeducation
#engineering

Description:
Description
The graph represents a network of 5,381 Twitter users whose tweets in the requested range contained "#stem", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 31 July 2020 at 14:10 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 13-hour, 55-minute period from Tuesday, 28 July 2020 at 19:46 UTC to Thursday, 30 July 2020 at 09:41 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 : 5381
Unique Edges : 3863
Edges With Duplicates : 7743
Total Edges : 11606
Number of Edge Types : 5
Retweet : 3433
MentionsInRetweet : 4878
Tweet : 1138
Mentions : 2042
Replies to : 115
Self-Loops : 1206
Reciprocated Vertex Pair Ratio : 0.0332646919055916
Reciprocated Edge Ratio : 0.0643875517399969
Connected Components : 801
Single-Vertex Connected Components : 313
Maximum Vertices in a Connected Component : 3188
Maximum Edges in a Connected Component : 8243
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.062343
Graph Density : 0.000225321228693275
Modularity : 0.547484
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,381 Twitter users whose tweets in the requested range contained "#stem", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 31 July 2020 at 14:10 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 13-hour, 55-minute period from Tuesday, 28 July 2020 at 19:46 UTC to Thursday, 30 July 2020 at 09:41 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 : #stem
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:
[13] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2F976948122733717%2F%3Fref%3Dshare
[5] https://www.insidehighered.com/views/2020/07/28/colleges-shouldnt-use-standardized-admissions-tests-alone-measure-scientific
[5] https://ednsquare.com/story/how-to-encourage-stem-in-early-education------LQ4mZJ
[5] https://www.bizjournals.com/phoenix/news/2020/07/28/phoenix-named-top-10-metro-for-stem-job-growth.html
[4] https://news.mimio.boxlight.com/voices-of-education-podcasts?utm_campaign=2018%20Podcasts&utm_content=135679729&utm_medium=social&utm_source=twitter&hss_channel=tw-59165969
[3] https://charity.gofundme.com/o/en/campaign/savespacecamp
[3] https://theconversation.com/many-students-with-the-potential-to-excel-in-stem-fields-struggle-in-school-132235
[3] https://www.bigdealbook.com/blog/?show=mentoring_girls_and_young_women_through_a_compassionate_lean_in_culture_of_practice
[3] https://www.cnn.com/2020/07/28/india/india-schoolgirl-asteroid-intl-scli-scn/index.html
[2] https://theconversation.com/chief-scientist-women-in-stem-are-still-far-short-of-workplace-equity-covid-19-risks-undoing-even-these-modest-gains-143092?utm_campaign=HQ_EXLResearch_3pcurated&utm_content=135566039&utm_medium=social&utm_source=twitter&hss_channel=tw-1078298744456732672

Top URLs in Tweet in G1:
[1] https://medium.com/@mackenzie_scott/116-organizations-driving-change-67354c6d733d
[1] https://www.blackgirlscode.com/

Top URLs in Tweet in G2:
[1] http://news.mit.edu/2020/letting-robots-manipulate-cables-0713
[1] https://www.discovermagazine.com/the-sciences/online-science-talks-for-all-ages-brought-to-you-by-your-local-library?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A%20DiscoverMag%20%28Discover%20Magazine%29
[1] https://theconversation.com/chief-scientist-women-in-stem-are-still-far-short-of-workplace-equity-covid-19-risks-undoing-even-these-modest-gains-143092?utm_campaign=HQ_EXLResearch_3pcurated&utm_content=135566039&utm_medium=social&utm_source=twitter&hss_channel=tw-1078298744456732672
[1] https://twitter.com/DubaiPoliceHQ/status/977934327894953984
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-01863-y
[1] https://www.mothersinscience.com/survey
[1] https://www.timeshighereducation.com/news/new-book-aims-empower-readers-call-bullshit-data
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02203-w
[1] https://online.coolestprojects.org/judges/tim-peake

Top URLs in Tweet in G3:
[2] https://www.slj.com/?detailStory=black-in-stem-17-nonfiction-books-spotlight-black-scientists-thinkers-inventors-elementary-middle-grade&utm_source=editorial&utm_medium=SLJTW&utm_term=&utm_content=&utm_campaign=articles
[1] https://www.awesomecareerbooks.com/
[1] https://twitter.com/ukinpoland/status/1288127947828649986
[1] https://www.instagram.com/accounts/login/?next=/p/CDNrSYAHsR3/%3Figshid%3Dac7fw56fy6ue
[1] https://imnis.org.au/
[1] https://theconversation.com/chief-scientist-women-in-stem-are-still-far-short-of-workplace-equity-covid-19-risks-undoing-even-these-modest-gains-143092?utm_campaign=HQ_EXLResearch_3pcurated&utm_content=135566039&utm_medium=social&utm_source=twitter&hss_channel=tw-1078298744456732672

Top URLs in Tweet in G4:
[2] https://www.cnn.com/2020/07/28/india/india-schoolgirl-asteroid-intl-scli-scn/index.html
[2] https://www.khanacademy.org/science/in-in-class-12-biology-india/xc09ed98f7a9e671b:in-in-biotechnology-principles-and-processes
[1] https://www.stemedlabs.org/academy/
[1] http://stemacademycanada.com/
[1] https://twitter.com/ONeducation/status/1288097971213606912
[1] https://www.microduinoinc.com/mcookie
[1] https://twitter.com/CarlosdelRio7/status/1288081972296810497
[1] https://www.entrepreneur.com/slideshow/350390
[1] https://ntaonline.org/
[1] https://www.governmentjobs.com/careers/westalliswi

Top URLs in Tweet in G6:
[1] https://www.alliantgroup.com/careers/scholarships/
[1] https://www.energy.gov/articles/how-stem-drives-business-and-our-futures
[1] https://www.pippaanddronie.com/front/domain_validation?step=1&domain=www.pippaanddronie.com&url=https://www.pippaanddronie.com/

Top URLs in Tweet in G7:
[1] https://twitter.com/JorgeDoesPBL/status/1288077773546946560
[1] https://foldnfly.com/

Top URLs in Tweet in G8:
[5] https://www.insidehighered.com/views/2020/07/28/colleges-shouldnt-use-standardized-admissions-tests-alone-measure-scientific
[2] https://news.harvard.edu/gazette/story/2020/07/i-am-a-scientist/
[1] https://news.stonybrook.edu/featuredpost/grad-student-promotes-water-advocacy-through-experiential-course/
[1] https://twitter.com/scienceatl/status/1287041181021605891

Top URLs in Tweet in G9:
[1] https://browndoggadgets.dozuki.com/Guide/Clothespin+Piano/223
[1] https://scienceandtechnologylifetreead.blogspot.com/2020/07/the-best-photo-from-saturn-so-far.html
[1] https://www.youtube.com/watch?v=LSzRFFAUnyg&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[282] twitter.com
[105] youtube.com
[58] reddit.com
[44] google.com
[31] linkedin.com
[28] instagram.com
[28] co.uk
[26] pphccompass.com
[25] facebook.com
[25] wordpress.com

Top Domains in Tweet in G1:
[2] blackgirlscode.com
[1] medium.com
[1] twitter.com

Top Domains in Tweet in G2:
[58] reddit.com
[41] twitter.com
[26] pphccompass.com
[8] youtube.com
[6] google.com
[6] com.au
[5] pasco.com
[5] org.au
[5] linkedin.com
[4] timeshighereducation.com

Top Domains in Tweet in G3:
[42] twitter.com
[18] iconversations.biz
[12] calililiindies.com
[11] youtube.com
[11] spotify.com
[9] nasa.gov
[8] slj.com
[8] linkedin.com
[7] wikipedia.org
[6] libsyn.com

Top Domains in Tweet in G4:
[47] twitter.com
[18] instagram.com
[15] youtube.com
[9] dy.si
[8] google.com
[8] careerarc.com
[7] linkedin.com
[7] co.uk
[4] wix.com
[4] nsf.gov

Top Domains in Tweet in G5:
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G6:
[3] pippaanddronie.com
[2] twitter.com
[1] google.com
[1] ac.uk
[1] eventable.com
[1] lego.com
[1] edsurge.com
[1] alliantgroup.com
[1] energy.gov

Top Domains in Tweet in G7:
[3] robotevents.com
[3] blogspot.com
[2] youtube.com
[2] twitter.com
[2] foldnfly.com
[1] google.com
[1] all3dp.com
[1] makerbot.com
[1] sharemylesson.com
[1] anchor.fm

Top Domains in Tweet in G8:
[6] insidehighered.com
[5] girlscouts.org
[4] radian6.com
[3] twitter.com
[2] ifthencollection.org
[2] webcasts.com
[2] gscoblog.org
[2] harvard.edu
[1] poly.edu
[1] thriveglobal.com

Top Domains in Tweet in G9:
[20] youtube.com
[5] dozuki.com
[4] kidslab.dev
[3] eduporium.com
[3] edupr.io
[3] facebook.com
[3] blogspot.com
[2] subscribepage.com
[1] google.com
[1] wevolver.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3071] stem
[369] science
[228] education
[169] steam
[167] ai
[156] math
[132] womeninstem
[123] stemeducation
[116] engineering
[112] technology



Top Hashtags in Tweet in G1:
[7] stem
[4] codethesummer
[1] summercamp
[1] stemeducation
[1] inspiration

Top Hashtags in Tweet in G2:
[472] stem
[132] science
[38] orionnetproject
[37] math
[36] education
[30] datascience
[29] snrtg
[29] jaminchavez
[28] technerdculture
[27] ai

Top Hashtags in Tweet in G3:
[315] stem
[81] womeninstem
[40] covid19
[36] cells
[36] socialdistancing
[33] walls
[29] datascience
[26] science
[22] womenintech
[21] technology

Top Hashtags in Tweet in G4:
[367] stem
[43] science
[34] education
[31] stemeducation
[16] engineering
[16] steam
[10] coding
[9] technology
[9] sciencewillwin
[9] pfizerproud

Top Hashtags in Tweet in G5:
[93] stem
[84] ai
[81] fintech
[57] ir4
[49] industry40
[42] marketing
[35] futureofwork
[32] leadership
[30] math
[25] iot

Top Hashtags in Tweet in G6:
[40] stem
[17] primarystemchat
[5] steam
[3] drones
[3] oxford
[3] entrepreneur
[3] spacefestival
[3] space
[3] staycation
[2] epidemiology

Top Hashtags in Tweet in G7:
[58] stem
[19] distancelearning
[10] designthinking
[9] steam
[6] 3d
[6] stemeducation
[6] science
[6] recfoundation
[5] remotelearning
[4] edchat

Top Hashtags in Tweet in G8:
[84] stem
[32] fact
[15] girlscoutsathome
[9] science
[9] womeninstem
[5] nationallipstickday
[5] lipstick
[5] engineering
[5] college
[5] collegetalk

Top Hashtags in Tweet in G9:
[63] stem
[24] science
[20] engineering
[19] robotics
[14] technology
[11] biology
[11] chemistry
[10] diy
[10] coding
[9] steam

Top Hashtags in Tweet in G10:
[32] stem
[25] sffpit
[12] pb
[9] ya
[8] f
[7] mg
[7] sf
[7] df
[6] na
[6] own

Top Words
Top Words in Tweet in Entire Graph:
[3073] #stem
[826] field
[822] girl
[799] efforts
[797] receive
[795] honored
[791] playing
[789] blackgirlscode
[786] push
[786] donation

Top Words in Tweet in G1:
[783] blackgirlscode
[779] efforts
[778] honored
[778] receive
[778] 3m
[778] donation
[778] mackenzie
[778] scott
[778] push
[778] leveling

Top Words in Tweet in G2:
[473] #stem
[133] #science
[57] science
[46] more
[43] stem
[38] #orionnetproject
[37] #math
[36] girls
[36] #education
[34] live

Top Words in Tweet in G3:
[315] #stem
[81] #womeninstem
[59] stem
[48] dmp
[44] women
[40] #covid19
[40] dr
[38] science
[38] those
[38] talk

Top Words in Tweet in G4:
[367] #stem
[49] stem
[48] more
[43] #science
[34] #education
[32] learn
[31] #stemeducation
[30] science
[28] students
[27] check

Top Words in Tweet in G5:
[295] enricomolinari
[133] ty
[93] #stem
[92] techamazing
[84] #ai
[81] #fintech
[57] #ir4
[49] crack
[49] stone
[49] part

Top Words in Tweet in G6:
[40] #stem
[24] jessechambers_
[17] #primarystemchat
[16] rachaellehr
[15] join
[11] students
[10] everyone
[9] guest
[9] host
[9] emotionally

Top Words in Tweet in G7:
[58] #stem
[30] dailystem
[21] kids
[19] #distancelearning
[18] re
[17] help
[14] thinking
[14] knowing
[14] build
[13] going

Top Words in Tweet in G8:
[84] #stem
[48] change
[37] women
[37] world
[34] ifthenshecan
[32] girlscouts
[32] #fact
[24] make
[22] next
[21] virtual

Top Words in Tweet in G9:
[63] #stem
[24] #science
[20] #engineering
[19] #robotics
[14] #technology
[14] check
[13] youtube
[12] fun
[12] project
[11] #biology

Top Words in Tweet in G10:
[32] #stem
[32] magic
[31] save
[30] sasha
[30] young
[30] mage
[25] #sffpit
[24] time
[24] authorrauhala
[20] atlantis

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[785] playing,field
[783] honored,receive
[783] receive,3m
[783] 3m,donation
[783] donation,mackenzie
[783] mackenzie,scott
[783] scott,push
[783] push,efforts
[783] efforts,leveling
[783] leveling,playing

Top Word Pairs in Tweet in G1:
[778] honored,receive
[778] receive,3m
[778] 3m,donation
[778] donation,mackenzie
[778] mackenzie,scott
[778] scott,push
[778] push,efforts
[778] efforts,leveling
[778] leveling,playing
[778] playing,field

Top Word Pairs in Tweet in G2:
[67] #science,#stem
[29] #snrtg,#stem
[26] #science,#math
[19] #jaminchavez,#orionnetproject
[18] #stem,#education
[16] #technerdculture,#whitenoise
[15] recreating,#gaming
[15] #gaming,console
[15] console,scrap
[15] scrap,materials

Top Word Pairs in Tweet in G3:
[36] #socialdistancing,#covid19
[34] #covid19,two
[34] two,main
[33] #cells,#walls
[33] #walls,talk
[33] talk,#socialdistancing
[30] main,characters
[23] stem,careers
[20] characters,#movie
[17] those,university

Top Word Pairs in Tweet in G4:
[21] #stem,#stemeducation
[9] learn,more
[9] forced,yes
[9] whether,re
[9] re,66
[9] 66,always
[9] always,more
[9] more,learn
[9] learn,world
[9] world,#stem

Top Word Pairs in Tweet in G5:
[92] ty,techamazing
[92] techamazing,enricomolinari
[49] crack,stone
[49] stone,part
[49] part,worlds
[49] worlds,during
[49] during,#ir4
[49] #ir4,#industry40
[49] #industry40,ty
[49] enricomolinari,#ai

Top Word Pairs in Tweet in G6:
[11] rachaellehr,jessechambers_
[9] join,guest
[9] guest,host
[9] host,jessechambers_
[9] jessechambers_,#primarystemchat
[9] emotionally,engaging
[9] engaging,students
[9] students,#stem
[9] #stem,everyone
[7] primarystemchat,rachaellehr

Top Word Pairs in Tweet in G7:
[15] #stem,#distancelearning
[11] design,thinking
[11] re,wondering
[11] wondering,worried
[11] worried,helping
[11] helping,kids
[11] kids,#stem
[11] #distancelearning,environment
[11] environment,help
[11] help,use

Top Word Pairs in Tweet in G8:
[24] change,world
[20] virtual,event
[20] women,make
[20] make,12
[20] 12,patented
[20] patented,inventors
[20] inventors,change
[20] re,showing
[18] #fact,women
[18] ifthenshecan,re

Top Word Pairs in Tweet in G9:
[11] #science,#biology
[11] #biology,#chemistry
[8] #chemistry,#physics
[8] #physics,#technology
[7] fun,#stem
[7] #stem,stem
[7] stem,queen
[7] ig,stemqueende
[7] talk,#qtlearn
[7] #qtlearn,student

Top Word Pairs in Tweet in G10:
[30] sasha,young
[30] young,mage
[24] authorrauhala,sasha
[20] half,mer
[20] mage,makes
[20] makes,dryly
[20] dryly,humorous
[20] humorous,deconstructive
[20] deconstructive,hero's
[20] hero's,journey

Top Replied-To
Top Replied-To in Entire Graph:
@rachaellehr
@omgyes
@lportnoy
@struthpills
@jamestodaromd
@scifri
@futureofsex
@erynnbrook
@ritaelise
@lafemmeisobel

Top Replied-To in G2:
@jo_miller
@kunialabs
@utsfeit

Top Replied-To in G3:
@omgyes
@lafemmeisobel
@ritaelise
@erynnbrook
@futureofsex
@scifri
@firstladyva
@kmk4287
@peraleseschool
@timelessteach20

Top Replied-To in G5:
@jeroenbartelse

Top Replied-To in G6:
@rachaellehr
@monashuni
@larubain
@judithgomes11
@monashedfutures

Top Replied-To in G7:
@lportnoy
@stacie_ferrara
@filibuster3
@beach5girl
@authorkweiss
@kyrinahlis

Top Replied-To in G9:
@frans_facts

Top Mentioned
Top Mentioned in Entire Graph:
@blackgirlscode
@enricomolinari
@techamazing
@learnography
@dailystem
@ifthenshecan
@girlscouts
@carsecor
@seis_matters
@nasa

Top Mentioned in G1:
@blackgirlscode
@6gems
@mackenziebezos
@box_org
@box

Top Mentioned in G2:
@fisheyebox
@kunialabs
@raspberry_pi
@octronreloaded
@m1st3r_c
@robthez
@ananya_tb
@lotus_stemm
@careerswithstem
@jamin_chavez

Top Mentioned in G3:
@sciencechiefau
@iconversations
@calililiindies
@womeninstemau
@nasa
@realcolinmac
@jedliemagic
@nasapersevere
@atse_au
@scienceau

Top Mentioned in G4:
@curioobox
@cessas_edu
@stem_canada
@microduino
@elecnotes
@girlwomanwolf
@nvizn_ideas
@thebadnewsb
@techgirlsuk
@thatsradscience

Top Mentioned in G5:
@enricomolinari
@techamazing
@paula_piccard
@lego
@mashable
@ingliguori
@kaigr
@f
@visualcap
@pbucquet

Top Mentioned in G6:
@jessechambers_
@rachaellehr
@primarystemchat
@skymazef3
@nzwaikato
@edchateu
@rayboyd007
@katkennewell
@harkinworld
@mareetimms

Top Mentioned in G7:
@dailystem
@damien_aldridge
@mashpeetech
@barbie
@rec_foundation
@mrscottbot
@idesignsol
@100kin10
@aftteach
@kenbondedu

Top Mentioned in G8:
@girlscouts
@ifthenshecan
@cbsunstoppable
@cathybessant
@roselinrosario3
@theplenary
@lorealusa
@vsherrmann
@girlscoutsem
@girlscoutsnyc

Top Mentioned in G9:
@youtube
@surreylibraries
@browndoggadgets
@qtpiofficial
@jackiemeans24
@eduporium
@tariqcardiac
@droneblocks
@sirhvharts
@youbionic

Top Mentioned in G10:
@authorrauhala
@mknzdavis
@bizhanson
@morganlbernard
@john_zeleznik
@hovorkasarah
@anetacruz
@renatraxel

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@sectest9
@cowboyscifibot
@robre62
@renaissancefai
@chidambara09
@iartg
@evankirstel
@aaroncuddeback
@pitarampal

Top Tweeters in G1:
@itswanda
@ami_tvdfan
@charlesexsavior
@mixmalikmarvel
@pfanderson
@ceo_offagnation
@xeauxeau
@herbsistah
@cabird6
@phoenixwomanmn

Top Tweeters in G2:
@chidambara09
@aaroncuddeback
@guardian
@jetcitystar
@cybersecurityn8
@nsbchd
@serverlessfan
@houstonchron
@academicchatter
@ricardo_ik_ahau

Top Tweeters in G3:
@evankirstel
@femtech_
@drrimmer
@planespotiscool
@entwistletx
@learn__together
@womencodersbot
@paulbaidoa
@thetimes
@calililiindies

Top Tweeters in G4:
@renaissancefai
@discoverself
@iancpirvine
@microstocka
@researchbuzz
@explorerdale
@mrpyrometer
@mominleftfield
@360fashion
@krishnadeltoso

Top Tweeters in G5:
@sectest9
@calcaware
@rousseauagnes
@vishalfast007
@nicochan33
@mashable
@vivmilano
@shicooks
@ssxman2
@websecurityit

Top Tweeters in G6:
@bar_zie
@edchateu
@edsurge
@skymazef3
@rachaellehr
@mrlosik
@dothinkeducate
@glazgow
@nzwaikato
@najeebyunusa

Top Tweeters in G7:
@designthinkbot
@korytellers
@gladwethoughtof
@mr_isaacs
@sprintbaseb
@aftunion
@mradamwelcome
@steinbrinklaura
@dailystem
@kerszi

Top Tweeters in G8:
@college_experts
@mbowmanscience
@kyt_thatsme
@gringene_bio
@girlscouts
@everburningfire
@florafauna9879
@stonybrooku
@jillmarette99
@harvardchansph

Top Tweeters in G9:
@glasspirations
@prochristopher
@robotconsumer
@youmakerobots
@thesecretjunio1
@eduporium
@harvard
@surreylibraries
@qubits_toy
@youtube

Top Tweeters in G10:
@agramuglia
@john_zeleznik
@kimmycushner
@teresagrabs
@tangent1974
@_kellysquared_
@mikewallace327
@jtgloryjones
@lauragenn
@j_plus