scienceed, Twitter, 4/16/2022 12:46:34 AM, 274845


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scienceed_2022-04-15_17-42-00.xlsx
scienceed_2022-04-15_17-42-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 16, 2022
Short Description:
scienceed via NodeXL https://bit.ly/3EiRVPG
@vmcc_scienceed
@nassimretiere
@this0499154500
@praxismedhat
@andrewsinst_tcu
@nsta
@whittlescience
@thejr
@stemteachtools
@juliettescience

Top hashtags:
#scienceed
#stem
#ngss
#science
#prideandexcellence
#phearce
#mathed

Description:
Description
The graph represents a network of 681 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, 16 April 2022 at 00:42 UTC.

The requested start date was Saturday, 16 April 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 103-day, 4-hour, 26-minute period from Saturday, 01 January 2022 at 17:19 UTC to Thursday, 14 April 2022 at 21:45 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 : 681
Unique Edges : 737
Edges With Duplicates : 1179
Total Edges : 1916
Number of Edge Types : 5
MentionsInRetweet : 632
Replies to : 84
Retweet : 399
Tweet : 160
Mentions : 641
Self-Loops : 164
Reciprocated Vertex Pair Ratio : 0.0711340206185567
Reciprocated Edge Ratio : 0.132820019249278
Connected Components : 104
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 307
Maximum Edges in a Connected Component : 1271
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.518172
Graph Density : 0.00224367279951628
Modularity : 0.450965
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 681 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, 16 April 2022 at 00:42 UTC.

The requested start date was Saturday, 16 April 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 103-day, 4-hour, 26-minute period from Saturday, 01 January 2022 at 17:19 UTC to Thursday, 14 April 2022 at 21:45 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:
[13] https://stemteachingtools.org/sp/climate-learning
[10] http://www.dyslexiakit.net/homeschool-science-for-a-student-with-dyslexia/
[9] https://www.kickstarter.com/projects/geniusgames/human-anatomy-floor-puzzles-for-kids?ref=project_tweet
[6] https://stemteachingtools.org/brief/32
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274156
[4] https://sharemylesson.com/webinars/climate-emergency
[4] https://www.braintasticscience.com/schools
[3] https://www.odu.edu/news/2022/3/narst
[3] https://www.montana.edu/msse/course-catalog/index.html#PSPP547
[2] https://twitter.com/MearaNiamh/status/1506377770200453135

Top URLs in Tweet in G1:
[2] https://www.theguardian.com/world/2021/dec/31/thats-a-wrap-french-plastic-packaging-ban-for-fruit-and-veg-begins
[2] https://www.viewbug.com/photo/3290514
[2] http://inhc.weebly.com
[2] https://www.irishtimes.com/news/social-affairs/travellers-celebrate-as-30-year-campaign-for-recognition-ends-1.2994386
[2] https://twitter.com/liveit_proj/status/1485592061986455555
[2] https://twitter.com/corneliathinks/status/1488079795326009347
[1] https://twitter.com/edtechne/status/1498273043344470020
[1] https://twitter.com/jimlenaghan/status/1510943868199522304
[1] https://twitter.com/thegalwegian/status/1511457433151016961
[1] https://dx.doi.org/10.1088/1361-6552/ac4ac4

Top URLs in Tweet in G2:
[13] https://stemteachingtools.org/sp/climate-learning
[6] https://stemteachingtools.org/brief/32
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274156
[3] https://www.montana.edu/msse/course-catalog/index.html#PSPP547
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273752
[2] https://concord.org/blog/for-equity-and-justice-start-where-students-are-and-help-them-find-answers/
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D0smTWS3Y4fk&q=EgS4SO-bGIzBiZIGIhB0zqbFjEvc-RQdT-_cU2k8MgFy
[1] https://drwendybohon.com/
[1] https://www.heemstralab.com
[1] https://www.physics.mun.ca/~kris/

Top URLs in Tweet in G3:
[1] https://bit.ly/3CnOoyw
[1] https://twitter.com/MearaNiamh/status/1506377770200453135

Top URLs in Tweet in G4:
[2] https://schooldepot.co.uk/item/9781510462564/dp/
[2] https://www.mdwfp.com/museum/learn-teach/for-teachers/
[2] https://hunterswoodsph.com/montessori-leaf-shapes-worksheets/
[1] https://www.stem.org.uk/cpd/search
[1] https://www.pinterest.com/TheCenter1983/
[1] https://www.linkedin.com/slink?code=d2RyKr_C
[1] https://us02web.zoom.us/webinar/register/WN_iWKggizSRpedEqZN-vxUEw
[1] https://twitter.com/iss_research/status/1482043193831178244
[1] https://virusinfo.joinallofus.org/viruses-are-diverse
[1] http://www.fizzicseducation.com.au/school+visits/outback+school+trips.html

Top URLs in Tweet in G6:
[1] https://nuigalway.ie/accesscentre/travellereducationofficer/
[1] https://twitter.com/nuigaccess/status/1498002901037469696
[1] https://twitter.com/edtechne/status/1511010526406578179
[1] https://twitter.com/brebollini/status/1493598264855306242
[1] https://twitter.com/artnaughton/status/1511380003409256456
[1] https://www.eventbrite.ie/e/access-to-higher-education-and-to-the-teaching-profession-schools-event-tickets-199623568467?utm_campaign=post_publish&utm_medium=email&utm_source=eventbrite&utm_content=shortLinkNewEmaill
[1] https://twitter.com/EthicsInBricks/status/1491061960921829377
[1] https://www.eventbrite.ie/e/engineers-week-2022-fantastic-dna-at-home-tickets-259512247117
[1] https://www.tandfonline.com/doi/full/10.1080/03323315.2022.2032264

Top URLs in Tweet in G7:
[2] https://twitter.com/jdeinhammer/status/1504575118537805826
[1] https://twitter.com/llacrosse/status/1500457798827753473
[1] https://twitter.com/dopelabspodcast/status/1501860514737098752
[1] https://www.anthemawards.com/winners/list/entry/
[1] https://www.edutopia.org/video/fostering-inclusion-student-designed-sensory-path

Top URLs in Tweet in G8:
[1] https://twitter.com/mr_amidon/status/1499170607568670721

Top URLs in Tweet in G9:
[9] https://www.kickstarter.com/projects/geniusgames/human-anatomy-floor-puzzles-for-kids?ref=project_tweet

Top URLs in Tweet in G10:
[2] https://www.nap.edu/resource/other/dbasse/cta-science-education/?utm_source=twitter&utm_medium=social&utm_term=thenasem&utm_content=478beb48-aff5-48e0-a469-2d56126126ad&utm_campaign=hootsuite
[1] http://ow.ly/Rpuy50Hl236?utm_source=twitter&utm_medium=social&utm_term=thenasem&utm_content=c646ab94-8a9d-49e6-ae9f-0c1404c21bc3&utm_campaign=hootsuite
[1] https://www.nap.edu/resource/other/dbasse/cta-science-education/?utm_source=twitter&utm_medium=social&utm_term=thenasem&utm_content=74131f87-8c79-41ff-8de5-6ad8c9d4eb55&utm_campaign=hootsuite
[1] http://ow.ly/Rpuy50Hl236?utm_source=twitter&utm_medium=social&utm_term=thenasem&utm_content=7c558bab-54b9-4c1f-8583-49ec245ec376&utm_campaign=hootsuite
[1] http://ow.ly/Rpuy50Hl236?utm_source=twitter&utm_medium=social&utm_term=thenasem&utm_content=7da46cc3-148f-4c59-abd7-f36c10278e2a&utm_campaign=hootsuite
[1] http://ow.ly/Rpuy50Hl236?utm_source=twitter&utm_medium=social&utm_term=thenasem&utm_content=e266d9f8-ef1d-4612-a2a3-8c5998159d11&utm_campaign=hootsuite

Top Domains
Top Domains in Tweet in Entire Graph:
[60] twitter.com
[19] stemteachingtools.org
[10] dyslexiakit.net
[9] braintasticscience.com
[9] kickstarter.com
[7] nodexlgraphgallery.org
[6] youtube.com
[5] co.uk
[4] sharemylesson.com
[4] cornell.edu

Top Domains in Tweet in G1:
[26] twitter.com
[2] theguardian.com
[2] viewbug.com
[2] weebly.com
[2] irishtimes.com
[1] doi.org
[1] dcu.ie
[1] lepetitjournal.com
[1] sagepub.com
[1] zoom.us

Top Domains in Tweet in G2:
[19] stemteachingtools.org
[7] nodexlgraphgallery.org
[5] twitter.com
[4] youtube.com
[4] montana.edu
[2] concord.org
[2] google.com
[2] nsta.org
[1] drwendybohon.com
[1] heemstralab.com

Top Domains in Tweet in G3:
[1] bit.ly
[1] twitter.com

Top Domains in Tweet in G4:
[4] twitter.com
[3] hunterswoodsph.com
[2] co.uk
[2] mdwfp.com
[1] org.uk
[1] pinterest.com
[1] linkedin.com
[1] zoom.us
[1] joinallofus.org
[1] com.au

Top Domains in Tweet in G6:
[5] twitter.com
[2] eventbrite.ie
[1] nuigalway.ie
[1] tandfonline.com

Top Domains in Tweet in G7:
[4] twitter.com
[1] anthemawards.com
[1] edutopia.org

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[9] kickstarter.com

Top Domains in Tweet in G10:
[4] ow.ly
[3] nap.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[311] scienceed
[105] stem
[45] ngss
[37] science
[37] prideandexcellence
[36] phearce
[30] mathed
[27] education
[24] steam
[24] stemeducation



Top Hashtags in Tweet in G1:
[5] erasmusplus
[4] stpatricksday
[4] webaccessibility
[4] idea
[3] pgrs2022
[3] hackathon
[3] peoplewithcognitivedisabilities
[3] hackathons
[2] springflowersproject
[2] biodiversity

Top Hashtags in Tweet in G2:
[62] scienceed
[26] stem
[20] mathed
[19] womenshistorymonth
[13] climatelearning
[11] scichat
[11] scied
[10] womeninscience
[8] womeninmath
[8] education

Top Hashtags in Tweet in G3:
[7] phd
[1] pgrs2022
[1] covid19
[1] numeracy
[1] nuigalwayalumni
[1] happystpatricksday
[1] nuigalway
[1] cairde
[1] phdone
[1] udlbadge

Top Hashtags in Tweet in G4:
[43] scienceed
[14] stem
[11] science
[5] scienceteacher
[5] stemeducation
[5] education
[5] pbl
[4] scichat
[3] math
[3] cee1983

Top Hashtags in Tweet in G5:
[38] scienceed
[35] prideandexcellence
[34] phearce
[23] ngss
[8] stem
[8] steam
[7] middleschool
[6] juniorhigh
[5] teacher
[4] scienceteacher

Top Hashtags in Tweet in G6:
[2] nuigalway
[2] pgrs2022
[1] nuigwhatson
[1] irishtravellerethnicityday
[1] nuigalwayaccess
[1] nuigalwayopenday
[1] travellerethnicity
[1] travellerethnicityday2022
[1] fantasticdna
[1] travellerethnicityweek

Top Hashtags in Tweet in G7:
[6] edchat
[6] scienceed
[6] podcast
[2] science
[2] edtech
[2] stem
[1] ngss
[1] inquiry
[1] scienced
[1] sschat

Top Hashtags in Tweet in G8:
[4] thankyou
[3] scienceed
[2] phenomenon
[2] ozone
[2] soclose
[2] ngss
[1] mlls
[1] mllchat
[1] edchat
[1] nabe2022

Top Hashtags in Tweet in G9:
[12] anatomy
[9] puzzle
[5] scienceed
[4] medart
[4] science
[3] medtwitter
[3] sciart
[3] puzzles
[3] edutwitter
[3] homeschool

Top Hashtags in Tweet in G10:
[7] education
[7] scienceed
[7] stem

Top Words
Top Words in Tweet in Entire Graph:
[311] #scienceed
[178] science
[111] students
[105] #stem
[102] edtechne
[86] vmcc_scienceed
[81] nuigalway
[64] research
[60] today
[56] whittlescience

Top Words in Tweet in G1:
[39] edtechne
[22] research
[21] nuigalway
[21] vmcc_scienceed
[19] congratulations
[19] great
[18] today
[17] work
[17] acardinot
[15] education

Top Words in Tweet in G2:
[62] #scienceed
[33] meet
[26] andrewsinst_tcu
[26] #stem
[22] science
[20] #mathed
[20] stemteachtools
[19] #womenshistorymonth
[16] book
[16] juliettescience

Top Words in Tweet in G3:
[57] edtechne
[53] vmcc_scienceed
[51] nuigalway
[45] ml_mcn
[29] congratulations
[14] thanks
[12] dr
[12] mike
[11] research
[11] well

Top Words in Tweet in G4:
[43] #scienceed
[14] #stem
[11] #science
[9] students
[8] science
[5] #scienceteacher
[5] #stemeducation
[5] #education
[5] #pbl
[4] #scichat

Top Words in Tweet in G5:
[52] whittlescience
[41] openscied
[38] #scienceed
[35] #prideandexcellence
[34] #phearce
[23] #ngss
[18] cold
[15] love
[13] cup
[12] investigating

Top Words in Tweet in G6:
[9] nuigalway
[6] edtechne
[3] during
[3] nuigaccess
[3] event
[2] support
[2] exam
[2] team
[2] #nuigalway
[2] looking

Top Words in Tweet in G7:
[16] cinehead
[12] honored
[12] part
[12] natgeoeducation
[12] team
[12] created
[12] online
[12] course
[12] teachers
[12] storytelling

Top Words in Tweet in G8:
[5] many
[4] mr_amidon
[4] #thankyou
[4] groups
[4] programs
[4] provided
[4] opportunities
[4] grow
[4] create
[4] learning

Top Words in Tweet in G9:
[12] #anatomy
[9] left
[9] #puzzle
[9] kickstarter
[8] mention
[7] rosalind
[7] franklin
[7] chemist
[7] forgotten
[7] discussing

Top Words in Tweet in G10:
[32] science
[25] scientific
[25] thinking
[25] essential
[25] students
[25] those
[25] pursuing
[25] careers
[25] report
[25] recommends

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] vmcc_scienceed,nuigalway
[44] edtechne,vmcc_scienceed
[37] ml_mcn,edtechne
[29] #prideandexcellence,#phearce
[26] scientific,thinking
[25] thinking,essential
[25] essential,students
[25] students,those
[25] those,pursuing
[25] pursuing,science

Top Word Pairs in Tweet in G1:
[12] edtechne,research
[10] looking,forward
[9] webinar,series
[8] research,project
[8] project,webinar
[7] congratulations,dr
[6] well,done
[6] research,webinar
[6] school,education
[6] edtechne,nuigalway

Top Word Pairs in Tweet in G2:
[14] #mathed,#scienceed
[14] book,talks
[13] climate,learning
[13] learning,tools
[13] tools,one
[13] one,place
[13] place,check
[13] check,#climatelearning
[12] andrewsinst_tcu,meet
[12] stemteachtools,climate

Top Word Pairs in Tweet in G3:
[44] edtechne,vmcc_scienceed
[44] vmcc_scienceed,nuigalway
[37] ml_mcn,edtechne
[20] nuigalway,congratulations
[7] congratulations,dr
[7] end,very
[7] very,enjoyable
[7] enjoyable,#phd
[7] #phd,journey
[7] journey,edtechne

Top Word Pairs in Tweet in G4:
[3] #science,#scienceed
[3] #stem,#steam
[3] #scienceed,#scichat
[3] #montessoribiology,#scienceed
[3] #scienceed,#lifesciences
[3] #lifesciences,#blendedlearning
[3] #blendedlearning,#elearning
[3] #elearning,#homeschool
[2] #stem,#usabo
[2] #usabo,#science

Top Word Pairs in Tweet in G5:
[27] #prideandexcellence,#phearce
[24] #phearce,#scienceed
[22] openscied,#prideandexcellence
[18] #scienceed,#ngss
[10] love,grossing
[10] grossing,students
[8] whittlescience,love
[8] cold,cup
[8] #stem,#steam
[8] hail,storm

Top Word Pairs in Tweet in G6:
[2] looking,forward
[2] well,done
[2] edtechne,nuigalway
[2] thank,veronica

Top Word Pairs in Tweet in G7:
[12] honored,part
[12] part,natgeoeducation
[12] natgeoeducation,team
[12] team,created
[12] created,online
[12] online,course
[12] course,teachers
[12] teachers,storytelling
[12] storytelling,impact
[11] cinehead,honored

Top Word Pairs in Tweet in G8:
[4] #thankyou,many
[4] many,groups
[4] groups,programs
[4] programs,provided
[4] provided,opportunities
[4] opportunities,grow
[4] grow,create
[4] create,learning
[4] learning,matters
[3] mr_amidon,#thankyou

Top Word Pairs in Tweet in G9:
[9] #anatomy,#puzzle
[8] #puzzle,kickstarter
[7] rosalind,franklin
[7] franklin,chemist
[7] chemist,forgotten
[7] forgotten,discussing
[7] discussing,dna
[7] dna,imaging
[7] imaging,revealed
[7] revealed,double

Top Word Pairs in Tweet in G10:
[25] scientific,thinking
[25] thinking,essential
[25] essential,students
[25] students,those
[25] those,pursuing
[25] pursuing,science
[25] science,careers
[25] careers,report
[25] report,recommends
[25] recommends,actions

Top Replied-To
Top Replied-To in Entire Graph:
@ml_mcn
@vmcc_scienceed
@ultrajessamyn
@this0499154500
@edtechne
@acardinot
@ncar_science
@biodatacentre
@jimlenaghan
@irishresearch

Top Replied-To in G1:
@vmcc_scienceed
@ultrajessamyn
@acardinot
@vygotskian
@edtechne
@jimlenaghan
@biodatacentre
@irishresearch
@irishsciteach

Top Replied-To in G2:
@this0499154500
@ncar_science
@nimhgov

Top Replied-To in G3:
@ml_mcn
@edtechne
@shellyn_edu
@president_mic
@ainemaried
@d_murphy89
@primedteacher
@pdpdonal

Top Replied-To in G6:
@vmcc_scienceed

Top Replied-To in G8:
@noaa_esrl

Top Mentioned
Top Mentioned in Entire Graph:
@edtechne
@vmcc_scienceed
@nuigalway
@whittlescience
@openscied
@andrewsinst_tcu
@stemteachtools
@thenasem
@juliettescience
@cinehead

Top Mentioned in G1:
@edtechne
@nuigalway
@vmcc_scienceed
@acardinot
@irishsciteach
@coppernuigalway
@drsaragartland
@ultrajessamyn
@flynndpaul
@drjohnodonoghue

Top Mentioned in G2:
@andrewsinst_tcu
@stemteachtools
@juliettescience
@nsta
@vmcc_scienceed
@drwendyrocks
@iris_epo
@sci_classroom
@middleweb
@this0499154500

Top Mentioned in G3:
@edtechne
@vmcc_scienceed
@nuigalway
@corneliathinks
@ml_mcn
@kathyosull
@mearaniamh
@epistem_ul
@gmooneysimmie
@flynndpaul

Top Mentioned in G4:
@sja_jeju

Top Mentioned in G5:
@whittlescience
@openscied
@opensc
@o
@megan_mcgann
@brettmelliott1

Top Mentioned in G6:
@nuigalway
@edtechne
@nuigaccess
@nuig_owenward
@kevingdavison
@presidentirl
@artnaughton
@niamhedpsych
@jimlenaghan
@gerryleadership

Top Mentioned in G7:
@cinehead
@natgeoeducation
@spotify
@jdeinhammer
@edutopia
@anthemawards

Top Mentioned in G8:
@mr_amidon
@ncse
@noaaeducation
@nysmtp
@natgeoeducation
@amseducation
@endeavorstem
@cireseo
@nasajpl_edu
@stanysorg

Top Mentioned in G9:
@cr_sci
@mesabree
@gotgeniusgames
@scienergetic
@blackinscicomm
@blackinstemed
@mchammer

Top Mentioned in G10:
@thenasem

Top Tweeters
Top Tweeters in Entire Graph:
@raivoonet
@suestroud
@abc7newsbayarea
@godelitsas
@botfemale
@vrretweeter
@hlthiskrieger
@eco1start
@getiftech
@thatmags

Top Tweeters in G1:
@johnbreslin
@ucc
@urbanhobbit
@dcu
@tcddublin
@trentuni
@simonharristd
@btyste
@gardenngather
@drjohnodonoghue

Top Tweeters in G2:
@raivoonet
@suestroud
@hlthiskrieger
@thatmags
@superteamup
@in_stemm
@markj_ohnson
@stem_ai
@garym
@stemxicaned

Top Tweeters in G3:
@magsamond
@primedteacher
@nuigalway
@ronbrogers
@iseultmangan
@siobhanedu
@maggiemgreen
@mchalecaroline
@phdone2021
@aheadireland

Top Tweeters in G4:
@schooldepotcouk
@emtumilty
@fizzicsed
@uf_ifas
@fromcanada_org
@kcollazo
@jeffoshields2
@thegreatsofmath
@steedie1980
@colleenyoshida

Top Tweeters in G5:
@brettmelliott1
@sciencecook
@curriculummatrs
@curriculumrocks
@classroomwonder
@bscsorg
@elliottbrettm72
@openscied
@kimberlyfluet
@oehrkelisa

Top Tweeters in G6:
@engineerireland
@mareicentre
@cellexplorers
@presidentirl
@criodanomurchu
@nuigcareers
@jimlenaghan
@marinoinstitute
@thegalwegian
@nuigaccess

Top Tweeters in G7:
@maryjanekeao
@jag_____
@mcleod
@edutopia
@spotify
@kirstenmacgreg2
@thewebbyawards
@vidhyag12
@cinehead
@manuelherrera33

Top Tweeters in G8:
@karennemethedm
@nbpts
@ncse
@nysmtp
@nasajpl
@pbrookins44
@noaaeducation
@amseducation
@ocmboces
@empirespaceny

Top Tweeters in G9:
@botfemale
@b0tsci
@telehealthbot
@mchammer
@mbowmanscience
@clariopenticum
@womenhealthbot
@liborioescobedo
@scienergetic
@susieroxstar

Top Tweeters in G10:
@beartrust
@do_kinder
@globalphobserv
@equityhealthdev
@ghia1212
@cofheq
@luciaruggiero
@friendsofnasa
@nuclearkelly
@thenasem