CRISPR, Twitter, 10/12/2021 11:23:14 PM, 264403


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CRISPR_2021-10-12_04-16-01.xlsx
CRISPR_2021-10-12_04-16-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 12, 2021
Short Description:
CRISPR via NodeXL https://bit.ly/2YNVFbI
@randpaul
@doudna_lab
@kellimccormack2
@philipp08767899
@nobelprize
@inzedirk
@yaireinhorn
@somaticediting
@vectorgen
@profbootyphd

Top hashtags:
#crispr
#biotech
#geneediting
#otd
#nft
#nobelprize
#nfts
#genomeediting
#dna

Description:
Description
The graph represents a network of 8,008 Twitter users whose tweets in the requested range contained "CRISPR", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 12 October 2021 at 11:25 UTC.

The requested start date was Tuesday, 12 October 2021 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 6-day, 15-hour, 40-minute period from Tuesday, 05 October 2021 at 08:08 UTC to Monday, 11 October 2021 at 23:49 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 : 8008
Unique Edges : 3615
Edges With Duplicates : 11665
Total Edges : 15280
Number of Edge Types : 5
Tweet : 1341
Retweet : 5227
MentionsInRetweet : 5968
Replies to : 769
Mentions : 1975
Self-Loops : 1388
Reciprocated Vertex Pair Ratio : 0.016551724137931
Reciprocated Edge Ratio : 0.0325644504748982
Connected Components : 1249
Single-Vertex Connected Components : 577
Maximum Vertices in a Connected Component : 4295
Maximum Edges in a Connected Component : 9656
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.005843
Graph Density : 0.000126434699308435
Modularity : 0.524117
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,008 Twitter users whose tweets in the requested range contained "CRISPR", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 12 October 2021 at 11:25 UTC.

The requested start date was Tuesday, 12 October 2021 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 6-day, 15-hour, 40-minute period from Tuesday, 05 October 2021 at 08:08 UTC to Monday, 11 October 2021 at 23:49 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 : CRISPR
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:
[17] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment
[17] https://www.indiatimes.com/technology/science-and-future/vision-restoration-legally-blind-crispr-550645.html
[15] https://www.youtube.com/watch?v=PlFcMkXCrsA&feature=youtu.be

[15] https://visionetv.it/giappone-in-arrivo-il-super-pomodoro-con-gaba-editato-con-la-crispr-cas9/
[14] https://www.nature.com/articles/s41598-021-99338-1
[11] https://childrenshealthdefense.org/defender/crispr-gene-editing-damage-chromosomes-chromothripsis/
[11] https://www.youtube.com/watch?v=jH87sfVD36M&feature=youtu.be

[11] https://www.youtube.com/watch?v=5pmRQE8pf6M&feature=youtu.be

[11] https://byq6z.app.goo.gl/iLTSq
[9] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G1:
[1] https://www.washingtonpost.com/opinions/2021/10/07/manipulating-viruses-risking-pandemics-is-too-dangerous-its-time-stop/
[1] https://www.youtube.com/watch?v=orF6aPI0J24&feature=youtu.be

[1] https://geneticliteracyproject.org/2021/09/29/kenyan-scientists-deploy-crispr-to-protect-bananas-from-diseases-threatening-to-wipe-out-the-worlds-most-popular-variety/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dspw5nmUrpWA%26feature%3Dyoutu.be&q=EgS4SO-bGK66-IAGIhkA8aeDSwRh-IzK_qq-OMpIvOKmvdu4g4EVMgFy

Top URLs in Tweet in G2:
[13] https://visionetv.it/giappone-in-arrivo-il-super-pomodoro-con-gaba-editato-con-la-crispr-cas9/
[9] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment
[7] https://www.entrepreneur.com/article/390264?utm_source=dlvr.it&utm_medium=twitter
[7] https://onepexel.com/scientists-partially-restore-vision-in-legally-blind-people-with-the-help-of-crispr-gene-editing/
[4] https://www.indiatimes.com/technology/science-and-future/vision-restoration-legally-blind-crispr-550645.html
[3] https://www.nature.com/articles/s41467-021-26097-y
[3] https://www.entrepreneur.com/article/390264
[3] https://www.freethink.com/science/crispr-is-revolutionizing-medicine-its-origin-story-is-pretty-incredible-too
[3] https://www.bio-itworld.com/news/2021/10/11/follow-the-money-crispr-next-gen-neuroscience-protein-platforms
[2] https://www.agendadigitale.eu/sanita/ingegneria-genetica-la-prospettiva-di-trasformare-crispr-in-una-cura/

Top URLs in Tweet in G3:
[11] https://www.youtube.com/watch?v=jH87sfVD36M&feature=youtu.be

[8] https://scott-macleod.blogspot.com/2020/02/larrea-tridentata-george-church.html
[5] https://worldcrisprday.com/s/202140cb69af8d554913c9b88825/home?utm_content=180913455&utm_medium=social&utm_source=twitter&hss_channel=tw-760529971
[5] https://www.genengnews.com/commentary/40th-anniversary-recollections-predictions/
[4] https://www.youtube.com/watch?v=etZ6yvGzvuU&feature=youtu.be

[4] https://wiki.worlduniversityandschool.org/wiki/Longevity
[3] https://www.youtube.com/watch?v=zLI6fHleHBs&feature=youtu.be

[3] https://pubmed.ncbi.nlm.nih.gov/34616098/?utm_source=curl&utm_medium=rss&utm_campaign=None&utm_content=1dwOEnJFpGXm0QHHVL_qpIKyt8gwRjUzYxNMj8-1PBGyeC-kLC&fc=None&ff=20211007145152&v=2.15.0
[3] https://www.nyam.org/events/event/crispr-rewriting-dna-and-future-humanity/
[3] https://jmmulet.naukas.com/2021/09/29/ciencia-en-el-bar-transgenicos-y-crispr/

Top URLs in Tweet in G4:
[1] https://twitter.com/t24comtr/status/1445648322404831233
[1] https://www.demeter.net/stimme-erheben-gvo-freie-landwirtschaft/

Top URLs in Tweet in G5:
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02765-9
[1] https://onepexel.com/scientists-partially-restore-vision-in-legally-blind-people-with-the-help-of-crispr-gene-editing/
[1] https://twitter.com/ucberkeley/status/1445098583712227337

Top URLs in Tweet in G6:
[4] https://reimagine-europa.eu/events/genome-editing-beyond-the-eu-a-global-conversation
[1] https://www.agrobio.org/crispr-el-ingrediente-para-mejorar-los-tacos/
[1] https://www.agrobio.org/investigadora-colombiana-utilizo-crispr-para-cultivos-de-cana/
[1] https://www.agrobio.org/cientifico-presenta-crispr-3-0-el-nuevo-sistema-que-promete-evolucionar-la-edicion-genetica-en-plantas/
[1] https://onlinelibrary.wiley.com/doi/full/10.1111/jipb.13105?cookieSet=1
[1] https://onlinelibrary.wiley.com/doi/full/10.1111/jipb.13063?cookieSet=1
[1] https://onlinelibrary.wiley.com/doi/full/10.1111/jipb.13086?cookieSet=1
[1] https://twitter.com/biorxiv_plants/status/1446686196617383938
[1] https://buff.ly/2WQLJNu
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs11248-021-00287-2

Top URLs in Tweet in G7:
[2] https://twitter.com/_adameur/status/1445637274410962950
[1] https://www.youtube.com/watch?app=desktop&v=2BPE1Ea_fks
[1] https://www.addgene.org/pooled-library/turner-mouse-rbp-library/?utm_campaign=New%20Plasmids%20Released&utm_content=179606302&utm_medium=social&utm_source=twitter&hss_channel=tw-82411462
[1] https://www.addgene.org/pooled-library/berger-human-pgpen/?utm_campaign=New%20Plasmids%20Released&utm_content=181454349&utm_medium=social&utm_source=twitter&hss_channel=tw-82411462
[1] https://www.addgene.org/pooled-library/rock-m_tuberculosis-crispri/?utm_campaign=New%20Plasmids%20Released&utm_content=182130342&utm_medium=social&utm_source=twitter&hss_channel=tw-82411462
[1] https://twitter.com/addgene/status/1445783411524784129
[1] https://www.nature.com/articles/s41467-021-26097-y
[1] http://biorxiv.org/lookup/doi/10.1101/2021.10.05.463186
[1] https://twitter.com/biorxivpreprint/status/1445456016858959878
[1] https://twitter.com/N_Rajewsky/status/1442376107420905472

Top URLs in Tweet in G8:
[5] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-021-04058-1
[4] https://www.nature.com/articles/doi:10.1038/s41467-021-26097-y.epdf?sharing_token=AIGC1ubbnNoFiIty1NddP9RgN0jAjWel9jnR3ZoTv0ObNFhR0hs9tRv3EsjArQ2HkpaKsfH9S-tMhnhIEuZp2SNSkLMdsfNCY75lPJC_3eLJAdr9B0XtvE647KGjmRfkn4jmNXNNAXj6moT39bHaCGO60goF83WE1MK66CZpttQ%3D
[3] https://www.biorxiv.org/cgi/content/short/2021.10.05.462963v1
[2] https://twitter.com/rafapinilla92/status/1445305865708490752
[2] https://pubmed.ncbi.nlm.nih.gov/34609046/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1PujSFuE6nS8nFtwxhS6TEgqBdQvW_D0KEqn-pcr-mEnB8wYQv&fc=None&ff=20211005155755&v=2.15.0
[1] https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkab859/6381142#.YVv7RrK2fNg.twitter
[1] https://www.biorxiv.org/content/10.1101/2021.06.04.447074v1
[1] https://www.nature.com/articles/s41598-021-99338-1
[1] https://www.nature.com/articles/s41598-021-98965-y
[1] https://www.idtdna.com/HDR

Top URLs in Tweet in G9:
[3] https://pubmed.ncbi.nlm.nih.gov/34615869/?utm_source=Feedly&utm_medium=rss&utm_campaign=None&utm_content=1DoqKB8O4L1JKJ0sDZV9Q5qbir1aiZTeruUr3d3blY0WaM3Eez&fc=None&ff=20211007095217&v=2.15.0
[2] https://www.science.org/content/article/crispr-helps-blind-woman-see-doesn-t-help-all-patients?utm_campaign=NewsfromScience&utm_source=Social&utm_medium=Twitter
[1] https://elifesciences.org/articles/65700
[1] https://www.nature.com/articles/doi:10.1038/s41467-021-26097-y.epdf?sharing_token=AIGC1ubbnNoFiIty1NddP9RgN0jAjWel9jnR3ZoTv0ObNFhR0hs9tRv3EsjArQ2HkpaKsfH9S-tMhnhIEuZp2SNSkLMdsfNCY75lPJC_3eLJAdr9B0XtvE647KGjmRfkn4jmNXNNAXj6moT39bHaCGO60goF83WE1MK66CZpttQ%3D
[1] https://www.labroots.com/ms/webinar/growing-concern-off-target-effects-measure-minimize-off-target-effects-genome-editing-experiments?campaign=cbsmge

Top URLs in Tweet in G10:
[1] https://www.biorxiv.org/content/10.1101/2021.09.20.460982v1.article-metrics

Top Domains
Top Domains in Tweet in Entire Graph:
[174] twitter.com
[103] youtube.com
[66] nature.com
[34] biorxiv.org
[33] mundoagropecuario.net
[32] nih.gov
[29] geneticliteracyproject.org
[28] npr.org
[25] indiatimes.com
[24] lifeboat.com

Top Domains in Tweet in G1:
[1] washingtonpost.com
[1] youtube.com
[1] geneticliteracyproject.org
[1] google.com

Top Domains in Tweet in G2:
[57] twitter.com
[14] npr.org
[13] linkedin.com
[13] youtube.com
[13] visionetv.it
[11] nature.com
[11] entrepreneur.com
[10] nih.gov
[7] onepexel.com
[6] biorxiv.org

Top Domains in Tweet in G3:
[25] youtube.com
[20] twitter.com
[10] worldcrisprday.com
[9] weforum.org
[8] blogspot.com
[7] genengnews.com
[6] nih.gov
[6] crisprmedicinenews.com
[5] mammoth.bio
[5] lever.co

Top Domains in Tweet in G4:
[1] twitter.com
[1] demeter.net

Top Domains in Tweet in G5:
[4] nature.com
[1] onepexel.com
[1] twitter.com

Top Domains in Tweet in G6:
[4] reimagine-europa.eu
[3] agrobio.org
[3] wiley.com
[2] twitter.com
[1] buff.ly
[1] springer.com
[1] europa.eu
[1] oup.com
[1] biorxiv.org
[1] wikipedia.org

Top Domains in Tweet in G7:
[8] twitter.com
[3] addgene.org
[3] biorxiv.org
[1] youtube.com
[1] nature.com

Top Domains in Tweet in G8:
[13] biorxiv.org
[13] nature.com
[7] nih.gov
[3] oup.com
[3] twitter.com
[3] wiley.com
[3] elsevier.com
[1] idtdna.com
[1] blog.jp
[1] rsc.org

Top Domains in Tweet in G9:
[3] nih.gov
[2] science.org
[1] elifesciences.org
[1] nature.com
[1] labroots.com

Top Domains in Tweet in G10:
[1] biorxiv.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[832] crispr
[60] biotech
[60] geneediting
[54] otd
[48] nft
[37] nobelprize
[37] nfts
[35] genomeediting
[29] dna
[27] worldcrisprday



Top Hashtags in Tweet in G1:
[2] crispr
[2] geneediting
[2] biotech
[2] agtech
[1] fauci

Top Hashtags in Tweet in G2:
[76] crispr
[15] biotech
[9] geneediting
[8] genetherapy
[7] research
[5] dna
[5] science
[5] teammerck
[5] gene
[5] new

Top Hashtags in Tweet in G3:
[214] crispr
[24] genomeediting
[20] worldcrisprday
[18] geneediting
[17] biotech
[13] talen
[11] agingreversal
[10] hiring
[10] tbcdgene
[10] share

Top Hashtags in Tweet in G4:
[1] crispr

Top Hashtags in Tweet in G5:
[2] nobelprize
[1] gobears
[1] rollonyoubears
[1] davidjulius
[1] jenniferdoudna
[1] crispr

Top Hashtags in Tweet in G6:
[45] crispr
[19] plantsci
[12] edicióngenética
[7] maize
[6] fluorescencefriday
[4] plants
[4] latam
[4] eu
[4] tomato
[2] destacado

Top Hashtags in Tweet in G7:
[6] sdbpostdocseminar
[4] zebrafish
[1] crispr
[1] nobelprize
[1] biorxiv_genomic

Top Hashtags in Tweet in G8:
[24] crispr
[15] microber2021
[12] sciart
[12] defence
[8] biorxiv
[3] dav604
[3] inktober
[3] phages
[1] gluten
[1] wheat

Top Hashtags in Tweet in G9:
[12] crispr
[1] genomeediting
[1] cas9

Top Words
Top Words in Tweet in Entire Graph:
[5601] crispr
[2858] gene
[2164] technology
[2101] research
[1972] function
[1968] looks
[1959] randpaul
[1955] gain
[1953] inventor
[1947] writes

Top Words in Tweet in G1:
[1951] crispr
[1948] randpaul
[1947] gene
[1946] technology
[1939] inventor
[1939] gain
[1939] function
[1938] writes
[1938] research
[1938] looks

Top Words in Tweet in G2:
[536] crispr
[108] cas9
[90] gene
[81] editing
[76] #crispr
[56] technology
[49] therapeutics
[43] crsp
[31] dna
[29] more

Top Words in Tweet in G3:
[366] crispr
[214] #crispr
[101] gene
[85] editing
[52] more
[51] crsp
[51] allo
[50] data
[47] cell
[47] _b_i_o_t_e_c_h_

Top Words in Tweet in G4:
[538] gündem
[281] crispr
[269] 21
[269] yy
[269] çip
[269] blockchain
[269] neuralink
[269] nft
[269] kıtlık
[269] yeni

Top Words in Tweet in G5:
[160] nobelprize
[160] gene
[157] chemistry
[155] emmanuelle
[154] charpentier
[154] jennifer
[153] prize
[152] doudna
[150] last
[150] year's

Top Words in Tweet in G6:
[159] more
[150] crispr
[150] leads
[148] much
[77] precise
[75] same
[75] nature
[74] alterations
[74] happen
[74] faster

Top Words in Tweet in G7:
[130] crispr
[105] gene
[100] know
[54] genes
[53] human
[52] screens
[51] single
[50] members
[50] paralog
[50] families

Top Words in Tweet in G8:
[173] crispr
[90] found
[87] plasmids
[85] rafapinilla92
[84] nature
[83] very
[83] see
[83] story
[82] excited
[82] online

Top Words in Tweet in G9:
[96] profbootyphd
[94] remarkable
[94] scary
[94] paper
[94] dozens
[94] published
[94] studies
[94] regulation
[94] p53
[94] expression

Top Words in Tweet in G10:
[111] crispr
[68] currently
[67] vectorgen
[67] rasgonlab
[67] hiring
[67] multiple
[67] postdocs
[67] genetic
[67] engineering
[67] virology

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2125] crispr,gene
[1951] gain,function
[1950] inventor,crispr
[1950] gene,technology
[1947] technology,writes
[1947] writes,gain
[1947] function,research
[1947] research,looks
[1947] looks,gamble
[1947] gamble,civilization

Top Word Pairs in Tweet in G1:
[1939] gain,function
[1938] inventor,crispr
[1938] crispr,gene
[1938] gene,technology
[1938] technology,writes
[1938] writes,gain
[1938] function,research
[1938] research,looks
[1938] looks,gamble
[1938] gamble,civilization

Top Word Pairs in Tweet in G2:
[103] crispr,cas9
[48] gene,editing
[46] crispr,therapeutics
[24] crispr,gene
[18] crispr,technology
[16] therapeutics,crsp
[15] genome,editing
[13] using,crispr
[13] virtual,event
[13] giappone,arrivo

Top Word Pairs in Tweet in G3:
[46] gene,editing
[32] virtual,event
[26] clinical,data
[21] host,virtual
[21] event,october
[21] highlight,clinical
[21] data,ongoing
[21] ongoing,phase
[21] phase,carbon
[21] functional,genomics

Top Word Pairs in Tweet in G4:
[269] 21,yy
[269] yy,gündem
[269] gündem,çip
[269] çip,blockchain
[269] blockchain,crispr
[269] crispr,neuralink
[269] neuralink,nft
[269] nft,kıtlık
[269] kıtlık,yeni
[269] yeni,salgın

Top Word Pairs in Tweet in G5:
[154] emmanuelle,charpentier
[153] charpentier,jennifer
[152] jennifer,doudna
[150] last,year's
[149] year's,chemistry
[149] chemistry,laureates
[149] laureates,emmanuelle
[149] doudna,shared
[149] shared,prize
[149] prize,discovering

Top Word Pairs in Tweet in G6:
[74] crispr,leads
[74] leads,same
[74] same,alterations
[74] alterations,happen
[74] happen,nature
[74] nature,much
[74] much,faster
[74] faster,much
[74] much,more
[74] more,precise

Top Word Pairs in Tweet in G7:
[50] know,human
[50] human,genes
[50] genes,members
[50] members,paralog
[50] paralog,gene
[50] gene,families
[50] families,know
[50] know,single
[50] single,gene
[50] gene,crispr

Top Word Pairs in Tweet in G8:
[81] very,excited
[81] excited,see
[81] see,story
[81] story,online
[81] online,nar_open
[81] nar_open,found
[81] found,plasmids
[81] plasmids,nature
[81] nature,carry
[81] carry,fascinating

Top Word Pairs in Tweet in G9:
[94] remarkable,scary
[94] scary,paper
[94] paper,dozens
[94] dozens,published
[94] published,studies
[94] studies,regulation
[94] regulation,p53
[94] p53,expression
[94] expression,mirnas
[94] mirnas,rna

Top Word Pairs in Tweet in G10:
[67] rasgonlab,currently
[67] currently,hiring
[67] hiring,multiple
[67] multiple,postdocs
[67] postdocs,crispr
[67] crispr,genetic
[67] genetic,engineering
[67] engineering,virology
[67] virology,popgen
[67] popgen,bioinformatics

Top Replied-To
Top Replied-To in Entire Graph:
@engineers_feed
@randpaul
@biotech2k1
@dhovekamp42
@doudnajennifer
@natharooni
@doudna_lab
@hubermanlab
@mobbstable
@bw_pros

Top Replied-To in G1:
@randpaul
@rsqk9s
@everythingzebra
@brucehallsports

Top Replied-To in G2:

Top Replied-To in G3:
@biotech2k1
@dhovekamp42
@natharooni
@doudnajennifer
@doudna_lab
@crisprtalk
@_b_i_o_t_e_c_h_
@urnovfyodor
@elonmusk
@crisprinvestors

Top Replied-To in G4:
@drsenaturk
@mehmetceyhan23
@sistemi_sorgula

Top Replied-To in G5:
@nobelprize
@merz
@noamelevi
@geneticsmike7

Top Replied-To in G6:
@drsethmurray
@materia_ciencia
@tolga_bzkrt
@doudnajennifer
@ruudbodem
@cristobaluauy
@ana_canodelgado
@apmweber
@berardicaterina

Top Replied-To in G7:
@anthony_berndt
@aliceb_phd
@mollyohainle

Top Replied-To in G9:
@profbootyphd
@magilnick

Top Replied-To in G10:
@dkjhaunc
@cgl_119
@upulie
@l_howes
@merz
@nakayama_naomi
@vectorgen

Top Mentioned
Top Mentioned in Entire Graph:
@randpaul
@muratzurnaci
@nobelprize
@profbootyphd
@rafapinilla92
@nar_open
@inzedirk
@vectorgen
@pezntjournalist
@aliceb_phd

Top Mentioned in G1:
@randpaul
@leucinedreams
@skc_duke_city
@agtechnexus

Top Mentioned in G2:
@zugswang1
@runwaybrandon
@becomingphill
@tradinglounge
@lukesaintdert
@lsintegrates
@america_first17
@jimmyroybloom
@fact_master_666
@70sbachchan

Top Mentioned in G3:
@_b_i_o_t_e_c_h_
@urnovfyodor
@gadsaad
@synthego
@crisprtx
@naturerevgenet
@moltherapy
@natureportfolio
@stanford
@mammothbiosci

Top Mentioned in G4:
@muratzurnaci
@sistemi_sorgula
@abdullahciftcib
@mehmetceyhan23
@neuemitte_

Top Mentioned in G5:
@nobelprize
@frontiersin
@sminaev2015
@fieldnegro
@warinthefuture
@merz
@godfreyoswald
@hannes_elefant
@frontimmunol
@nobelwomen

Top Mentioned in G6:
@inzedirk
@apmweber
@oana__dima
@reimagineeuropa
@plantsciencedbg
@agrobio_andina
@jipbio
@plantophagy
@doudnajennifer
@doudna_lab

Top Mentioned in G7:
@aliceb_phd
@_adameur
@isa_espinosa_m
@idaista
@addgene
@berkeleymcb
@hhmijanelia
@whitefishlab
@mims_umea
@umeauniversitet

Top Mentioned in G8:
@rafapinilla92
@nar_open
@sci_sez
@davidrliu
@gaetanburgio
@biorxivpreprint
@crispr_papers
@crisprmemes
@sciencecrisp
@joebondydenomy

Top Mentioned in G9:
@profbootyphd
@newsfromscience
@drandrewburgess
@inmanroshi
@nobelprize
@uom_geu
@gibco

Top Mentioned in G10:
@vectorgen
@upulie
@alpheylab
@profbootyphd
@ardemp
@aneeshamid
@kkariko
@nobelprize
@arthur_klein1
@gaetanburgio

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@dichristine
@chidambara09
@tommybrain
@zyitegadgets
@iacobellist
@phildecarolis
@gambiste1
@world_news_eng
@robre62

Top Tweeters in G1:
@phildecarolis
@cipherequality
@_yvonneburton
@schwingcat
@beank511
@sustain05
@ladydshops
@ele9061
@sigstarget
@all100senators

Top Tweeters in G2:
@tommybrain
@iacobellist
@jokottenweb
@crweworld
@evankirstel
@schestowitz
@newsfilterio
@flashalert_me
@minako2009
@blackphysicists

Top Tweeters in G3:
@zyitegadgets
@gambiste1
@world_news_eng
@seekingalpha
@business
@411emilio
@kaluapiscis
@cnbc
@keller_lind
@botfemale

Top Tweeters in G4:
@bykararasul
@sunsea35
@ismkaya
@fergonomik
@hasanuzn_tr
@marangozapo
@_ademoner_
@farat24
@mekselenya
@odtulu9

Top Tweeters in G5:
@dichristine
@serendipitysays
@drrimmer
@hereiam65094900
@steph80335
@ganjasmokercb
@3pennymovies
@acertijo
@hmita_2011
@bhartiya_savi

Top Tweeters in G6:
@angel2damax
@jchrispires
@bot4nist
@silvaattwitta
@kamounlab
@rolandoschulz
@kaesif
@arbronca
@johnbryant1404
@raymondtans

Top Tweeters in G7:
@drkynast
@gringene_bio
@harmitmalik
@greenrat
@mads100tist
@addgene
@in_ankitsingla
@lasoupy
@the_node
@fredhutch

Top Tweeters in G8:
@biorxivpreprint
@mendozaleon
@piyota0
@kgoth999
@torusengoku
@zaminiqbal
@t2438
@ctimmermann
@matias_kaplan
@miss_salmonella

Top Tweeters in G9:
@oldsalz
@swardley
@drng
@cicciopuz
@silvervvulpes
@profbootyphd
@orthonormalist
@jimjohnsonsci
@boehninglab
@red_nec

Top Tweeters in G10:
@upulie
@drugmonkeyblog
@lisaquestions
@ayirpelle
@drjulie_b
@docfreeride
@dccc_phd
@cytosine_37
@gosharpshooter
@kejames