#SynBio, Twitter, 1/22/2021 7:55:36 PM, 246249


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#SynBio_2021-01-22_11-49-19.xlsx
#SynBio_2021-01-22_11-49-19.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 22, 2021
Short Description:
#SynBio via NodeXL https://bit.ly/3paGmln
@synbiobot
@kateadamala
@rcadesignbio
@igem
@emilyopencell
@synbiobeta
@proftomellis
@dtubiosustain
@qasimhassnain
@geneticdesigner

Top hashtags:
#synbio
#postdoc
#neuroethology
#decisionmaking
#insect
#singlecell
#sysbio

Description:
Description
The graph represents a network of 617 Twitter users whose recent tweets contained "#SynBio", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 22 January 2021 at 19:53 UTC.

The tweets in the network were tweeted over the 7-day, 15-hour, 37-minute period from Friday, 15 January 2021 at 03:52 UTC to Friday, 22 January 2021 at 19:30 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 : 617
Unique Edges : 1616
Edges With Duplicates : 212
Total Edges : 1828
Number of Edge Types : 5
Retweet : 461
Mentions : 266
Tweet : 86
MentionsInRetweet : 998
Replies to : 17
Self-Loops : 86
Reciprocated Vertex Pair Ratio : 0.025
Reciprocated Edge Ratio : 0.0487804878048781
Connected Components : 36
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 518
Maximum Edges in a Connected Component : 1696
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.741269
Graph Density : 0.00431497190006104
Modularity : 0.717473
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 617 Twitter users whose recent tweets contained "#SynBio", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 22 January 2021 at 19:53 UTC.

The tweets in the network were tweeted over the 7-day, 15-hour, 37-minute period from Friday, 15 January 2021 at 03:52 UTC to Friday, 22 January 2021 at 19:30 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 : TwitterSearch
Graph Term : #SynBio
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:
[51] https://www.dtu.dk/english/About/JOB-and-CAREER/vacant-positions/job?id=795f6eaa-f441-46d2-9b86-62db4120902a
[40] https://laughneylab.com/join-the-team/
[32] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-020-20180-6
[24] https://idp.scientificamerican.com/authorize/?response_type=cookie&client_id=sciam&redirect_uri=https%3A%2F%2Fwww.scientificamerican.com%2Farticle%2Fnewly-studied-proteins-expand-crisprs-editing-range%2F
[16] https://mailchi.mp/3046bef226fc/2021afterigemrecruitment
[13] https://www.buildacell.org/seminar
[12] http://www.raftsthegame.com/
[12] https://www.nature.com/articles/s41467-020-20764-2
[11] https://buildbackbetter.gov/wp-content/uploads/2021/01/OSTP-Appointment.pdf
[11] https://cen.acs.org/biological-chemistry/synthetic-biology/Digital-information-written-directly-cells-genomes-using-CRISPR/99/web/2021/01

Top URLs in Tweet in G1:
[26] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-020-20180-6
[21] https://idp.scientificamerican.com/authorize/?response_type=cookie&client_id=sciam&redirect_uri=https%3A%2F%2Fwww.scientificamerican.com%2Farticle%2Fnewly-studied-proteins-expand-crisprs-editing-range%2F
[13] https://www.buildacell.org/seminar
[11] https://cen.acs.org/biological-chemistry/synthetic-biology/Digital-information-written-directly-cells-genomes-using-CRISPR/99/web/2021/01
[9] https://thecounter.org/bioengineered-spores-trace-foodborne-outbreaks-safety-experts-skeptical/
[8] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41589-018-0168-3%3FWT.feed_name%3Dsubjects_systems-biology
[5] https://www.sciencedirect.com/science/article/abs/pii/S1096717620301166?via=ihub
[5] https://buildbackbetter.gov/wp-content/uploads/2021/01/OSTP-Appointment.pdf
[3] https://www.nature.com/articles/doi:10.1038/s41467-020-20122-2.epdf?sharing_token=wMd6fncFsNj6bNVB2MKVq9RgN0jAjWel9jnR3ZoTv0Od_ClsVbXj_jtTNSJ4RGLIuA915rNh0e8fJcuKYC7bNtY1eJ6Lwq3kDWKD8S4giTF_f4-8wsi2o738iMNnYd_sfYCBBYjkzTQHU1EVD2kD39qOm9iPrJkNfbKoimd3pXE%3D
[3] https://www.genengnews.com/commentary/point-of-view/sustainability-and-the-synthetic-biology-revolution/

Top URLs in Tweet in G2:
[51] https://www.dtu.dk/english/About/JOB-and-CAREER/vacant-positions/job?id=795f6eaa-f441-46d2-9b86-62db4120902a
[9] https://www.biorxiv.org/content/10.1101/2021.01.21.427673v1
[7] https://www.eventbrite.co.uk/e/january-meetup-london-synbio-network-tickets-136958700159
[5] https://madmagz.com/magazine/1846979#/page/16
[5] https://www.biorxiv.org/content/10.1101/2020.07.04.187500v2
[3] https://idp.scientificamerican.com/authorize/?response_type=cookie&client_id=sciam&redirect_uri=https%3A%2F%2Fwww.scientificamerican.com%2Farticle%2Fnewly-studied-proteins-expand-crisprs-editing-range%2F
[3] https://link.springer.com/book/10.1007/978-1-0716-1032-9
[2] https://www.meetup.com/Counter-Culture-Labs/events/vcqntrycccbqb/
[2] https://twitter.com/ProfTomEllis/status/1348664166844952577
[2] https://mailchi.mp/3046bef226fc/2021afterigemrecruitment

Top URLs in Tweet in G3:
[37] https://laughneylab.com/join-the-team/
[2] https://www.sciencedirect.com/science/article/pii/S2452310020300342
[1] https://twitter.com/LucksLab/status/1350111855503683586

Top URLs in Tweet in G4:
[11] https://mailchi.mp/3046bef226fc/2021afterigemrecruitment
[4] https://www.youtube.com/watch?v=lLBvYE0QGE8&feature=youtu.be

[3] https://www.synbio.fi/post/european-biotech-week-on-september-27-october-3-2021
[2] https://twitter.com/CBioEmpresa/status/1352318795319283712
[2] https://twitter.com/AfteriGEM/status/1346110397607260160
[2] https://www.aaltohelsinki.com/
[1] https://twitter.com/JoeBiden/status/1350210150481555457
[1] https://www.synbio.fi/post/the-newco-accelerator-services-and-program-is-here
[1] https://twitter.com/jrvbio/status/1352585044611780609
[1] https://www.scientificamerican.com/article/sun-powered-chemistry-can-turn-carbon-dioxide-into-common-materials/

Top URLs in Tweet in G5:
[4] https://futurehuman.medium.com/scientists-just-took-a-step-toward-using-living-cells-as-hard-drives-cf54b413b8bb
[4] https://www.youtube.com/watch?v=KevRVvP2-_M

[3] https://news.northwestern.edu/stories/2021/01/new-videos-show-rna-as-its-never-been-seen/
[2] https://www.nytimes.com/2019/10/28/health/crispr-genetics-antibiotic-resistance.html
[2] https://bioengineeringcommunity.nature.com/posts/living-materials-grown-from-kombucha
[2] https://twitter.com/GenEngNetwork/status/1350167547325390851
[1] https://buildbackbetter.gov/wp-content/uploads/2021/01/OSTP-Appointment.pdf
[1] https://twitter.com/SynBioBeta/status/1350110536084680713
[1] https://tweetedtimes.com/v/284?s=tnp

Top URLs in Tweet in G6:
[10] https://lbl.referrals.selectminds.com/page/jgi-job-openings-68
[8] https://agilebiofoundry.org/dfo-2021/
[7] https://jgi.doe.gov/user-programs/program-info/csp-overview/csp-functional-genomics/
[1] https://laughneylab.com/join-the-team/

Top URLs in Tweet in G7:
[3] https://twitter.com/OversightDems/status/1352013031778242561
[2] https://singularityhub.com/2021/01/11/new-research-could-enable-direct-data-transfer-from-computers-to-living-cells/#.YABMusI1v3E.twitter
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41589-018-0168-3%3FWT.feed_name%3Dsubjects_systems-biology
[1] https://www.businessinsider.com/adidas-developing-plant-based-leather-shoes-2020-12?r=US&IR=T

Top URLs in Tweet in G8:
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-020-20180-6
[3] https://support.doulix.com/how-to-share-your-sequences-with-your-teammates/
[2] https://twitter.com/SJB_SynBio/status/1345772619249934336
[1] https://www.nature.com/articles/s41467-020-20122-2
[1] https://www.sciencealert.com/scientists-created-new-types-of-living-materials-by-hacking-the-basis-of-kombucha?utm_content=buffer8e2bf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://doulix.com/toolbox/dna-synthesis-cloned-fragment/?utm_content=151726465&utm_medium=social&utm_source=twitter&hss_channel=tw-815937018828095489
[1] https://youtu.be/5Ek_lWghNb4
[1] https://www.cnbc.com/2021/01/14/silicon-valleys-share-of-venture-capital-may-drop-below-20percent-in-2021.html
[1] https://twitter.com/Dr_Andrew_Care/status/1349845830820274177
[1] https://twitter.com/kunjapur/status/1350254982675759109

Top URLs in Tweet in G10:
[10] https://www.nature.com/articles/s41467-020-20764-2
[3] https://www.nature.com/articles/s41467-020-20094-3
[1] https://agilebiofoundry.org/dfo-2021/
[1] https://www.nature.com/articles/s41467-020-20656-5

Top Domains
Top Domains in Tweet in Entire Graph:
[69] nature.com
[51] dtu.dk
[47] twitter.com
[40] laughneylab.com
[29] scientificamerican.com
[16] mailchi.mp
[15] co.uk
[14] biorxiv.org
[13] buildacell.org
[13] acs.org

Top Domains in Tweet in G1:
[39] nature.com
[25] scientificamerican.com
[13] buildacell.org
[12] acs.org
[9] thecounter.org
[8] twitter.com
[7] co.uk
[6] sciencedirect.com
[6] genengnews.com
[6] medium.com

Top Domains in Tweet in G2:
[51] dtu.dk
[14] biorxiv.org
[7] co.uk
[5] nature.com
[5] madmagz.com
[4] twitter.com
[3] scientificamerican.com
[3] springer.com
[2] meetup.com
[2] mailchi.mp

Top Domains in Tweet in G3:
[37] laughneylab.com
[2] sciencedirect.com
[1] twitter.com

Top Domains in Tweet in G4:
[11] mailchi.mp
[7] twitter.com
[4] youtube.com
[4] synbio.fi
[2] aaltohelsinki.com
[1] scientificamerican.com

Top Domains in Tweet in G5:
[4] medium.com
[4] youtube.com
[3] northwestern.edu
[3] twitter.com
[2] nytimes.com
[2] nature.com
[1] buildbackbetter.gov
[1] tweetedtimes.com

Top Domains in Tweet in G6:
[10] selectminds.com
[8] agilebiofoundry.org
[7] doe.gov
[1] laughneylab.com

Top Domains in Tweet in G7:
[3] twitter.com
[2] singularityhub.com
[1] nature.com
[1] businessinsider.com

Top Domains in Tweet in G8:
[7] twitter.com
[5] nature.com
[4] doulix.com
[1] sciencealert.com
[1] youtu.be
[1] cnbc.com
[1] arstechnica.com

Top Domains in Tweet in G10:
[14] nature.com
[1] agilebiofoundry.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[606] synbio
[63] postdoc
[51] neuroethology
[51] decisionmaking
[51] insect
[50] singlecell
[44] sysbio
[42] compbio
[40] cancer
[40] metastasis



Top Hashtags in Tweet in G1:
[127] synbio
[25] crispr
[22] science
[7] biotech
[6] syntheticbiology
[5] venturecapital
[3] deb263
[3] organoids
[3] stemcell
[2] foodtech

Top Hashtags in Tweet in G2:
[114] synbio
[51] postdoc
[51] neuroethology
[51] decisionmaking
[51] insect
[9] plasmids
[9] pseudomonas
[5] fluorine
[5] biochemistry
[5] synthetic

Top Hashtags in Tweet in G3:
[40] synbio
[37] sysbio
[37] cancer
[37] metastasis
[37] epistasis
[37] compbio
[37] singlecell

Top Hashtags in Tweet in G4:
[31] synbio
[18] igem
[11] afterigem
[5] steam
[3] bioinnovation
[3] bioentrepreneurship
[2] uis_amets
[2] aaltohelsinki
[1] startup
[1] ecosystem

Top Hashtags in Tweet in G5:
[35] synbio
[7] questionoftheday
[6] scienceisback
[5] biology
[5] alzheimers
[5] parkinsons
[5] bio
[5] biorxiv_neursci
[5] scicomm
[5] scitech

Top Hashtags in Tweet in G6:
[31] synbio
[15] bioinformatics
[10] algae
[10] microbiome
[9] biotech
[4] plants
[4] science
[4] genomics
[4] evolution
[4] tes

Top Hashtags in Tweet in G7:
[7] synbio
[3] greennewdeal
[3] greenenergy
[3] bioeconomy
[3] technology
[3] startup
[3] success
[2] geneticmemory
[2] crispr

Top Hashtags in Tweet in G8:
[28] synbio
[9] syntheticbiology
[4] research
[3] dnasequences
[3] plasmids
[3] molbio
[3] scicomm
[2] postdoc
[2] proteinengineering
[2] automation

Top Hashtags in Tweet in G9:
[2] science
[2] chemistry
[2] biology
[2] codebreakers
[2] ai
[2] technology
[2] crispr
[2] interlabs
[2] synbio
[2] igem

Top Hashtags in Tweet in G10:
[15] synbio
[1] biotech

Top Words
Top Words in Tweet in Entire Graph:
[645] #synbio
[143] synthetic
[89] cell
[85] biology
[84] using
[82] study
[73] position
[72] available
[70] apply
[70] join

Top Words in Tweet in G1:
[161] #synbio
[96] synthetic
[54] self
[40] first
[40] cell
[37] biology
[35] paper
[28] study
[26] partially
[26] regenerating

Top Words in Tweet in G2:
[118] #synbio
[65] dtubiosustain
[57] project
[56] lab
[55] yeast
[51] pls
[51] exciting
[51] #postdoc
[51] position
[51] available

Top Words in Tweet in G3:
[40] #synbio
[39] cell
[37] interested
[37] using
[37] #sysbio
[37] study
[37] #cancer
[37] #metastasis
[37] developing
[37] higher

Top Words in Tweet in G4:
[31] #synbio
[27] igem
[18] #igem
[16] 2021
[14] team
[13] region
[13] apply
[11] wondering
[11] joining
[11] global

Top Words in Tweet in G5:
[35] #synbio
[11] biology
[11] know
[9] next
[9] synthetic
[9] using
[8] living
[8] materials
[7] week
[7] problem

Top Words in Tweet in G6:
[31] #synbio
[25] more
[17] jgi
[16] opportunity
[15] #bioinformatics
[15] 2021
[15] call
[10] check
[10] current
[10] job

Top Words in Tweet in G7:
[7] #synbio
[5] singularityhub
[3] elonmusk
[3] dodspaceforce
[3] nasaiac
[3] nasa
[3] whostp45
[3] argonne
[3] arpae
[3] #greennewdeal

Top Words in Tweet in G8:
[28] #synbio
[11] join
[9] #syntheticbiology
[8] paper
[7] more
[7] hugely
[7] honored
[7] faculty
[7] illinois_alma
[7] plant

Top Words in Tweet in G9:
[2] sofiastorm
[2] molly_mfc
[2] missuniverse
[2] missusa
[2] deshaunabarber
[2] nerioxman
[2] sylvietellier
[2] bellabrookz
[2] gutierrezary
[2] zuleyka_rivera

Top Words in Tweet in G10:
[15] #synbio
[13] systems
[13] architectures
[10] thomdixon
[10] dr_tom_williams
[10] isak
[10] pretorius
[10] explore
[10] future
[10] bio

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[61] #postdoc,position
[53] available,lab
[53] yeast,#synbio
[51] pls,exciting
[51] exciting,#postdoc
[51] position,available
[51] lab,dtubiosustain
[51] dtubiosustain,interdisciplinary
[51] interdisciplinary,project
[51] project,unite

Top Word Pairs in Tweet in G1:
[38] synthetic,cell
[26] partially,self
[26] self,regenerating
[26] regenerating,synthetic
[25] cell,significant
[25] significant,progress
[25] progress,understanding
[25] understanding,needed
[25] needed,self
[25] self,replication

Top Word Pairs in Tweet in G2:
[53] yeast,#synbio
[51] pls,exciting
[51] exciting,#postdoc
[51] #postdoc,position
[51] position,available
[51] available,lab
[51] lab,dtubiosustain
[51] dtubiosustain,interdisciplinary
[51] interdisciplinary,project
[51] project,unite

Top Word Pairs in Tweet in G3:
[37] interested,using
[37] using,#sysbio
[37] #sysbio,study
[37] study,#cancer
[37] #cancer,#metastasis
[37] #metastasis,developing
[37] developing,higher
[37] higher,order
[37] order,#epistasis
[37] #epistasis,models

Top Word Pairs in Tweet in G4:
[13] #igem,#synbio
[11] wondering,2021
[11] 2021,joining
[11] joining,global
[11] global,team
[11] team,passionate
[11] passionate,igemers
[11] igemers,becoming
[11] becoming,voice
[11] voice,igem

Top Word Pairs in Tweet in G5:
[9] synthetic,biology
[7] week,know
[7] know,problem
[7] problem,wish
[7] wish,synthetic
[7] biology,solve
[7] solve,next
[7] next,years
[7] years,#synbio
[7] #synbio,#questionoftheday

Top Word Pairs in Tweet in G6:
[10] check,current
[10] current,jgi
[10] jgi,job
[10] job,openings
[10] openings,looking
[10] looking,postdocs
[10] postdocs,research
[10] research,associates
[10] associates,scientists
[10] scientists,strategic

Top Word Pairs in Tweet in G7:
[3] elonmusk,dodspaceforce
[3] dodspaceforce,nasaiac
[3] nasaiac,nasa
[3] nasa,whostp45
[3] whostp45,argonne
[3] argonne,arpae
[3] arpae,#greennewdeal
[3] #greennewdeal,#greenenergy
[3] #greenenergy,#bioeconomy
[3] #bioeconomy,#technology

Top Word Pairs in Tweet in G8:
[7] hugely,honored
[7] honored,join
[7] join,faculty
[7] faculty,illinois_alma
[7] illinois_alma,plant
[7] plant,bio
[7] bio,department
[7] department,fall
[7] fall,work
[7] work,#synbio

Top Word Pairs in Tweet in G9:
[2] sofiastorm,molly_mfc
[2] molly_mfc,missuniverse
[2] missuniverse,missusa
[2] missusa,deshaunabarber
[2] deshaunabarber,nerioxman
[2] nerioxman,sylvietellier
[2] sylvietellier,bellabrookz
[2] bellabrookz,gutierrezary
[2] gutierrezary,zuleyka_rivera
[2] zuleyka_rivera,oliviaculpo

Top Word Pairs in Tweet in G10:
[10] thomdixon,dr_tom_williams
[10] dr_tom_williams,isak
[10] isak,pretorius
[10] pretorius,explore
[10] explore,future
[10] future,#synbio
[10] #synbio,bio
[10] bio,informational
[10] informational,engineering
[10] engineering,environmental

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@dtubiosustain
@silkesachse
@mpi_ce
@gtheraulaz
@cbitoulouse
@weillcornell
@singlecellomics
@_pdpositions
@scon_org
@sebastianmaerkl

Top Mentioned in G1:
@sebastianmaerkl
@maerkllab
@sciam
@buildacell
@bacsouthamerica
@fabrcell
@basycresearch
@engbiorc
@celiaarnaud
@cenmag

Top Mentioned in G2:
@dtubiosustain
@silkesachse
@mpi_ce
@gtheraulaz
@cbitoulouse
@labnikel
@antonincros2
@biorxivpreprint
@chofski
@biochemsoc

Top Mentioned in G3:
@weillcornell
@singlecellomics
@_pdpositions
@scon_org
@nbwang22
@beitz_adam
@luckslab

Top Mentioned in G4:
@igem
@gob_na
@unav
@epicigem
@inzalix
@irisdihnavarra
@cbioempresa
@navarrabg_stem
@iupna2019
@afterigem

Top Mentioned in G5:
@joebiden
@kamalaharris
@synbiobeta
@nongmoproject
@eric_lander

Top Mentioned in G6:
@jgi
@berkeleylabjobs
@berkeleylab
@lbnlbiosci
@weillcornell
@singlecellomics
@_pdpositions
@scon_org
@agilebiofoundry

Top Mentioned in G7:
@singularityhub
@dodspaceforce
@nasaiac
@nasa
@whostp45
@argonne
@arpae
@nanowerk
@bioeconomyxyz
@naturebiotech

Top Mentioned in G8:
@illinois_alma
@cindyckx
@longlab
@jmhibber
@ainsy28
@adhansonlab
@bio_vanni
@ripeproject
@naturecomms
@synbiouk

Top Mentioned in G9:
@molly_mfc
@missuniverse
@missusa
@deshaunabarber
@nerioxman
@sylvietellier
@bellabrookz
@gutierrezary
@zuleyka_rivera
@oliviaculpo

Top Mentioned in G10:
@thomdixon
@dr_tom_williams
@timcyuu
@winnielliu
@srikosuri
@gogurtecho
@uclachem

Top Tweeters
Top Tweeters in Entire Graph:
@fact
@josmirek
@ricardo_ik_ahau
@marypcbuk
@wef
@blkhwk0ps
@dnaed_tech
@biorxivpreprint
@education_24x7
@ramonabril24

Top Tweeters in G1:
@ismamullor
@sciam
@jesse_hirsch
@tinypatron
@mariapaolalugo2
@genbio
@fillingspace_
@aenoreth
@eventbrite
@thepittnews

Top Tweeters in G2:
@biorxivpreprint
@tornilloarqui
@evolvedbiofilm
@markvloosdrecht
@kamelpullin
@dunckeruaem
@biochemsoc
@nkrasnogor
@rravi
@witsuniversity

Top Tweeters in G3:
@cemccarthy02
@elementolab
@jchodera
@weillcornell
@heikoenderling
@iacovosmichael
@bnlasse
@dev2death
@lgmartelotto
@heleneopencell

Top Tweeters in G4:
@manzanillamiel5
@gob_na
@unavarra
@unav
@mufarana
@igem
@arrius_jc
@biologiauanl
@qasimhassnain
@biotechweek

Top Tweeters in G5:
@scicommbot
@genengnetwork
@gmofreeusa
@synbiobeta
@crapougnax
@womeninstemsa
@kamalaharris
@24mobius42
@aplewis
@nongmoproject

Top Tweeters in G6:
@dnaed_tech
@berkeleylab
@compchembiobot
@quendi
@energypnnl
@jgi
@rudomxmx
@sienna_schatzz
@lbnlbiosci
@mpfrancino

Top Tweeters in G7:
@fact
@wef
@nasa
@nanowerk
@jaychance12
@argonne
@elonmusk
@singularityhub
@cirmnews
@naturebiotech

Top Tweeters in G8:
@illinois_alma
@balicea1
@greeneyedlizzie
@naturecomms
@neetaoudit
@cindyckx
@tomopencell
@moonblotter
@sjb_synbio
@adhansonlab

Top Tweeters in G9:
@jaychance5
@missusa
@missuniverse
@rihanna
@zuleyka_rivera
@capabilityes
@sylvietellier
@sofiavergara
@reallauriedhue
@ploscompbiol

Top Tweeters in G10:
@spectroag
@openp2pdesign
@rosscloney
@srikosuri
@granton_jindal
@uclachem
@syngenome
@kidd_brendan
@peishan_designs
@dr_tom_williams


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