CRISPR, Twitter, 3/25/2021 1:54:34 AM, 251180


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CRISPR_2021-03-24_02-51-21.xlsx
CRISPR_2021-03-24_02-51-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 25, 2021
Short Description:
CRISPR via NodeXL https://bit.ly/31gg46N
@walterisaacson
@nihdirector
@synbiobeta
@odedrechavi
@agbioworld
@doudna_lab
@gmwatch
@erictopol
@mamiwad3
@crisprjournal

Top hashtags:
#crispr
#covid19
#influenza
#anti
#ai
#blockchain
#ml
#5g
#iot
#geneediting

Description:
Description
The graph represents a network of 7,646 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 Wednesday, 24 March 2021 at 10:04 UTC.

The requested start date was Tuesday, 23 March 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 7-day, 3-hour, 39-minute period from Monday, 15 March 2021 at 20:19 UTC to Monday, 22 March 2021 at 23:59 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 : 7646
Unique Edges : 4775
Edges With Duplicates : 10562
Total Edges : 15337
Number of Edge Types : 5
Retweet : 4624
MentionsInRetweet : 6195
Replies to : 760
Tweet : 1818
Mentions : 1940
Self-Loops : 1885
Reciprocated Vertex Pair Ratio : 0.0246188452886778
Reciprocated Edge Ratio : 0.0480546408098549
Connected Components : 1554
Single-Vertex Connected Components : 811
Maximum Vertices in a Connected Component : 3329
Maximum Edges in a Connected Component : 8775
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.645959
Graph Density : 0.000140264931183962
Modularity : 0.545599
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 7,646 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 Wednesday, 24 March 2021 at 10:04 UTC.

The requested start date was Tuesday, 23 March 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 7-day, 3-hour, 39-minute period from Monday, 15 March 2021 at 20:19 UTC to Monday, 22 March 2021 at 23:59 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:
[52] https://www.gmwatch.org/en/news/latest-news/19732
[46] https://directorsblog.nih.gov/2021/03/16/crispr-based-anti-viral-therapy-could-one-day-foil-the-flu-and-covid-19/
[41] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-00644-5
[34] https://www.gmwatch.org/en/news/latest-news/19732-new-analytical-tool-reveals-massive-dna-damage-caused-by-crispr-cas9-gene-editing
[32] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-00672-1
[25] https://www.nsf.gov/discoveries/disc_summ.jsp?cntn_id=302339&WT.mc_id=USNSF_1
[24] https://itmodel4dnadamagerepair.blogspot.com/
[19] https://deadline.com/2021/03/revelations-entertainment-prodigy-pictures-team-with-crispr-pioneer-george-church-for-dramatic-series-1234716669/
[18] https://www.youtube.com/watch?v=syrfDQxOObs&feature=youtu.be

[17] https://www.sciencenews.org/article/code-breaker-book-story-crispr-pioneer-jennifer-doudna

Top URLs in Tweet in G1:
[31] https://directorsblog.nih.gov/2021/03/16/crispr-based-anti-viral-therapy-could-one-day-foil-the-flu-and-covid-19/
[25] https://www.nsf.gov/discoveries/disc_summ.jsp?cntn_id=302339&WT.mc_id=USNSF_1
[23] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-00644-5
[8] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-00672-1
[8] https://www.sciencenews.org/article/code-breaker-book-story-crispr-pioneer-jennifer-doudna
[7] https://www.npr.org/sections/health-shots/2021/03/08/974751834/crispr-scientists-biography-explores-ethics-of-rewriting-the-code-of-life
[7] https://www.fastcompany.com/90613767/meet-the-crispr-pioneers-who-are-making-gene-editing-easy
[5] https://newatlas.com/crispr-cell-computer/59336/
[5] https://www.npr.org/sections/health-shots/2021/03/08/974751834/crispr-scientists-biography-explores-ethics-of-rewriting-the-code-of-life?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[5] https://www.fastcompany.com/90613767/meet-the-crispr-pioneers-who-are-making-gene-editing-easy?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner

Top URLs in Tweet in G2:
[2] https://www.newscientist.com/term/what-is-crispr/
[1] https://www.jdfarag.org/bible-prophecy/bp41

Top URLs in Tweet in G3:
[11] https://www.genengnews.com/news/dead-cas9-crispr-epigenetic-repression-provides-opioid-free-pain-relief-with-no-side-effects/
[4] https://www.oprahmag.com/entertainment/books/a35771655/walter-isaacson-biography-code-breaker-jennifer-doudna-crispr/
[3] https://link.chtbl.com/trailblazers_cyoa?sid=twitter.pacificcontent
[3] https://deadline.com/2021/03/revelations-entertainment-prodigy-pictures-team-with-crispr-pioneer-george-church-for-dramatic-series-1234716669/
[3] https://www.everythingzoomer.com/zed-book-club/2021/03/16/the-code-breaker/
[3] https://www.statnews.com/2020/10/08/the-crispr-nobel-was-about-more-than-two-women-scientists-it-was-about-all-of-them/
[2] https://beaglelanded.com/podcasts/walter-isaacson-code-breaker/
[2] https://www.delltechnologies.com/en-us/perspectives/podcasts-trailblazers-s05-s/
[2] https://www.wsj.com/articles/jennifer-doudna-on-the-pandemic-year-the-power-of-mission-driven-science-11616080902
[2] https://www.patreon.com/posts/49003602

Top URLs in Tweet in G4:
[8] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-00672-1
[8] https://www.nature.com/articles/s41565-021-00854-y
[6] https://allianceforscience.cornell.edu/blog/2021/03/crispr-offers-hope-for-controlling-african-swine-fever/
[5] https://register.gotowebinar.com/register/5057974902946511372
[5] https://twitter.com/NatureNano/status/1373263846857711621
[5] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs00299-020-02622-z
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Ftrends%2Fplant-science%2Ffulltext%2FS1360-1385%2819%2930243-2&rc=0
[4] https://twitter.com/cost_planted/status/1371838912281387018
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41565-021-00854-y
[4] https://agroalimentando.com/nota/13711

Top URLs in Tweet in G5:
[24] https://itmodel4dnadamagerepair.blogspot.com/
[5] https://www.genengnews.com/resources/webinars/the-story-of-crispr-walter-isaacson/
[4] https://www.youtube.com/watch?v=cKHuuALENZk

[4] https://innovativegenomics.org/news/crispr-clinical-trials-2021/
[3] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&partnerref=eblast1&eventid=3012450&sessionid=1&key=47FD2DEA4045BE6A1119EA59E7B6956C®Tag=&V2=false&sourcepage=register
[3] https://www.wired.co.uk/article/jennifer-doudna-crispr
[3] https://pubmed.ncbi.nlm.nih.gov/33745750/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1PyjUGRaEF2BUODW1diof7NJ-JfMoejiODvOhw_ekWPGSmQEV2&fc=None&ff=20210322113617&v=2.14.3
[2] https://www.ncbi.nlm.nih.gov/pubmed/32895548?dopt=Abstract
[2] https://pubmed.ncbi.nlm.nih.gov/33693715/?utm_source=curl&utm_medium=rss&utm_campaign=None&utm_content=1dwOEnJFpGXm0QHHVL_qpIKyt8gwRjUzYxNMj8-1PBGyeC-kLC&fc=None&ff=20210311135513&v=2.14.2
[2] https://www.theguardian.com/science/2021/feb/21/after-the-nobel-what-next-for-crispr-gene-editing-therapies

Top URLs in Tweet in G6:
[9] https://directorsblog.nih.gov/2021/03/16/crispr-based-anti-viral-therapy-could-one-day-foil-the-flu-and-covid-19/
[3] https://www.oligotherapeutics.org/the-astonishing-history-controversies-and-game-changing-uses-of-crispr/
[2] https://www.biorxiv.org/cgi/content/short/2021.03.19.436223v1
[2] https://www.biorxiv.org/cgi/content/short/2021.03.08.434430v1
[2] https://soundcloud.com/levine-media-group/using-crispr-to-target-rna-instead-of-dna
[1] http://link.springer.com/10.1007/s40259-021-00473-y
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-021-21559-9
[1] https://www.biospace.com/article/-crispr-screening-ids-host-factors-essential-for-coronavirus-entry-into-cells/
[1] https://www.cellecta.net/perturb-seq
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41588-021-00779-1

Top URLs in Tweet in G7:
[52] https://www.gmwatch.org/en/news/latest-news/19732
[32] https://www.gmwatch.org/en/news/latest-news/19732-new-analytical-tool-reveals-massive-dna-damage-caused-by-crispr-cas9-gene-editing
[15] https://archive.ph/fhaWO#selection-77.1-77.71
[7] https://www.geneticsandsociety.org/biopolitical-times/biden-administration-and-genetically-engineered-bioweapons-research
[7] https://www.gmwatch.org/en/news/latest-news/19732-new-analytical-tool-reveals-massive-dna-damage-caused-by-crispr-cas9-gene-editing?fbclid=IwAR22WLp5wKsIpbaw9dVAiv3EbK1ETeLzXN9CTFNYyuNZIMxvZK4T7X66I7s
[4] https://newatlas.com/crispr-cell-computer/59336/
[2] https://us.macmillan.com/books/9781250265357
[1] https://twitter.com/GMWatch/status/1371458951263498240
[1] https://twitter.com/CriticScienceCH/status/1371376397504151552
[1] https://twitter.com/GMWatch/status/1371481157267771393

Top URLs in Tweet in G8:
[1] https://social.mbl.edu/how-to-make-a-butterfly-team-uses-crispr-to-knock-out-gene-for-hindwing-identity
[1] http://social.mbl.edu/mbl-march-madness-longfin-squid
[1] https://vesmir.cz/cz/casopis/archiv-casopisu/2019/cislo-10/kterak-kluk-z-trince-pomohl-biotechnologicke-revoluci.html
[1] https://twitter.com/czexpats/status/1371812363536596993
[1] https://twitter.com/amutendolkar/status/1372607735821402119
[1] https://www.crisprscan.org

Top URLs in Tweet in G9:
[1] https://www.biospace.com/article/-crispr-screening-ids-host-factors-essential-for-coronavirus-entry-into-cells/

Top URLs in Tweet in G10:
[1] https://www.linkedin.com/in/jorgegonzalezgarrido/

Top Domains
Top Domains in Tweet in Entire Graph:
[258] twitter.com
[173] nature.com
[142] nih.gov
[116] youtube.com
[101] gmwatch.org
[39] biorxiv.org
[37] npr.org
[32] linkedin.com
[31] genengnews.com
[30] blogspot.com

Top Domains in Tweet in G1:
[87] twitter.com
[67] nih.gov
[56] nature.com
[26] nsf.gov
[22] linkedin.com
[21] youtube.com
[17] npr.org
[16] fastcompany.com
[11] sciencenews.org
[9] biorxiv.org

Top Domains in Tweet in G2:
[2] newscientist.com
[1] jdfarag.org

Top Domains in Tweet in G3:
[11] genengnews.com
[10] nature.com
[7] twitter.com
[6] statnews.com
[5] chtbl.com
[4] apple.com
[4] oprahmag.com
[4] delltechnologies.com
[4] deadline.com
[4] youtube.com

Top Domains in Tweet in G4:
[29] nature.com
[26] twitter.com
[11] geneticliteracyproject.org
[9] springer.com
[9] agroalimentando.com
[6] gotowebinar.com
[6] cornell.edu
[5] sciencemag.org
[4] elsevierhealth.com
[4] wiley.com

Top Domains in Tweet in G5:
[24] blogspot.com
[13] genengnews.com
[9] nih.gov
[7] youtube.com
[7] twitter.com
[6] mammoth.bio
[6] nature.com
[4] innovativegenomics.org
[4] co.uk
[4] meetingsint.com

Top Domains in Tweet in G6:
[10] nih.gov
[9] biorxiv.org
[3] nature.com
[3] oligotherapeutics.org
[2] genengnews.com
[2] soundcloud.com
[1] springer.com
[1] biospace.com
[1] cellecta.net
[1] satijalab.org

Top Domains in Tweet in G7:
[94] gmwatch.org
[15] archive.ph
[7] geneticsandsociety.org
[6] twitter.com
[4] newatlas.com
[2] macmillan.com
[1] nature.com
[1] thespoon.tech
[1] co.uk
[1] npr.org

Top Domains in Tweet in G8:
[2] mbl.edu
[2] twitter.com
[1] vesmir.cz
[1] crisprscan.org

Top Domains in Tweet in G9:
[1] biospace.com

Top Domains in Tweet in G10:
[1] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1502] crispr
[231] covid19
[175] influenza
[170] anti
[70] ai
[57] blockchain
[57] ml
[55] 5g
[55] iot
[50] geneediting



Top Hashtags in Tweet in G1:
[139] crispr
[18] geneediting
[14] genetics
[12] biotech
[12] science
[11] covid19
[11] dna
[8] technology
[6] gmo
[6] biology

Top Hashtags in Tweet in G3:
[38] crispr
[10] jenniferdoudna
[7] thecodebreaker
[4] podcast
[3] sciencetwitter
[3] covid19
[3] zoomerreads
[3] sicklecelldisease
[2] precisionmedicine
[2] genomics

Top Hashtags in Tweet in G4:
[90] crispr
[17] pandemia
[10] nanoparticle
[10] endocytosis
[10] biorecognition
[9] nano
[9] food
[8] naturenanotalks
[8] biotech
[6] nanotechnology

Top Hashtags in Tweet in G5:
[189] crispr
[18] drosophila
[12] storyaday
[12] covid19
[12] genetics
[9] geneediting
[9] genomeediting
[6] womeninstem
[6] neurology
[5] womeninscience

Top Hashtags in Tweet in G6:
[199] crispr
[185] covid19
[164] influenza
[163] anti
[18] nbtinthenews
[9] biorxiv
[3] oligotherapeutics
[3] oligonucleotide
[3] ots
[2] nih

Top Hashtags in Tweet in G7:
[100] crispr
[4] covidvaccine
[2] newgmo
[1] gmo
[1] geneticmodification
[1] geneticengineering
[1] frankenstein

Top Hashtags in Tweet in G8:
[1] mblmarchmadness
[1] dyk
[1] fluorescencefriday
[1] crispr
[1] zebrafish

Top Hashtags in Tweet in G9:
[3] crispr
[1] anti
[1] influenza
[1] covid19
[1] sarscov2

Top Words
Top Words in Tweet in Entire Graph:
[4215] crispr
[1500] #crispr
[1039] gene
[932] cas9
[839] editing
[521] technology
[520] nickkeca
[498] ethical
[448] medical
[440] consent

Top Words in Tweet in G1:
[758] crispr
[162] gene
[139] #crispr
[120] editing
[110] cas9
[75] based
[66] therapy
[64] technology
[57] dna
[52] one

Top Words in Tweet in G2:
[517] nickkeca
[375] medical
[375] consent
[374] profession
[374] abandons
[374] ethical
[374] requirements
[374] informed
[374] conspires
[374] falsify

Top Words in Tweet in G3:
[209] crispr
[209] danrather
[195] walterisaacson
[140] jennifer
[140] doudna
[122] technology
[117] human
[115] more
[109] author
[106] develop

Top Words in Tweet in G4:
[248] crispr
[161] tomato
[155] gene
[114] cas9
[97] editing
[93] high
[90] #crispr
[89] first
[86] edited
[80] japan

Top Words in Tweet in G5:
[189] #crispr
[109] crispr
[72] item
[69] cas9
[69] doudna
[60] jennifer
[48] function
[44] doudna_lab
[40] gene
[39] code

Top Words in Tweet in G6:
[202] nihdirector
[199] #crispr
[192] based
[192] viral
[185] #covid19
[171] technology
[166] against
[164] #influenza
[163] #anti
[163] showing

Top Words in Tweet in G7:
[179] gene
[170] gmwatch
[161] damage
[141] dna
[133] editing
[100] #crispr
[96] tool
[92] cas9
[91] analytical
[91] reveals

Top Words in Tweet in G8:
[192] crispr
[175] livraghiluca
[175] mutant
[174] mel_rosina
[174] playing
[174] god
[174] butterflies
[174] extraordinary
[174] emerged
[10] za

Top Words in Tweet in G9:
[181] crispr
[177] odedrechavi
[174] amazing
[3] #crispr
[2] against
[2] works
[2] use
[2] drtomfrieden
[2] mrna
[2] genome

Top Words in Tweet in G10:
[140] biotecnólogo
[139] losttransposon
[139] dejo
[139] perfil
[139] linkedin
[139] ver
[139] sale
[139] algo
[139] intensificación
[138] biotecnolog

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[744] crispr,cas9
[579] gene,editing
[437] medical,profession
[436] profession,abandons
[436] abandons,ethical
[436] ethical,requirements
[436] requirements,informed
[436] informed,consent
[436] consent,conspires
[436] conspires,falsify

Top Word Pairs in Tweet in G1:
[93] crispr,cas9
[82] gene,editing
[59] crispr,based
[40] covid,19
[38] crispr,gene
[36] jennifer,doudna
[33] gene,therapy
[30] pain,mice
[29] crispr,cas
[27] based,gene

Top Word Pairs in Tweet in G2:
[374] medical,profession
[374] profession,abandons
[374] abandons,ethical
[374] ethical,requirements
[374] requirements,informed
[374] informed,consent
[374] consent,conspires
[374] conspires,falsify
[374] falsify,death
[374] death,certs

Top Word Pairs in Tweet in G3:
[136] jennifer,doudna
[102] author,walterisaacson
[101] takes,trailblazer
[101] trailblazer,jennifer
[101] doudna,develop
[101] develop,transformative
[101] transformative,technology
[101] technology,profound
[101] profound,author
[100] danrather,takes

Top Word Pairs in Tweet in G4:
[113] crispr,cas9
[85] gene,edited
[78] japan,releases
[78] releases,world
[78] world,first
[78] first,direct
[78] direct,consumer
[78] consumer,gene
[78] edited,tomato
[78] tomato,high

Top Word Pairs in Tweet in G5:
[59] jennifer,doudna
[34] code,breaker
[29] crispr,cas9
[26] #crispr,cas9
[24] architecture,sequence
[24] sequence,diagram
[24] diagram,describing
[24] describing,springbatch
[24] springbatch,function
[24] function,dependency

Top Word Pairs in Tweet in G6:
[167] #crispr,technology
[163] #anti,viral
[163] showing,promise
[163] promise,against
[163] #influenza,#covid19
[162] kind,#anti
[162] viral,based
[162] based,#crispr
[162] technology,showing
[162] against,#influenza

Top Word Pairs in Tweet in G7:
[128] gene,editing
[91] analytical,tool
[91] tool,reveals
[91] reveals,massive
[91] massive,dna
[91] dna,damage
[91] damage,caused
[91] cas9,gene
[59] caused,#crispr
[59] #crispr,cas9

Top Word Pairs in Tweet in G8:
[175] crispr,mutant
[174] mel_rosina,livraghiluca
[174] livraghiluca,playing
[174] playing,god
[174] god,butterflies
[174] butterflies,extraordinary
[174] extraordinary,crispr
[174] mutant,emerged
[7] crispr,cas9
[6] 14,summary

Top Word Pairs in Tweet in G9:
[175] odedrechavi,crispr
[174] crispr,amazing
[2] use,crispr
[2] genome,wide
[2] wide,#crispr
[2] #crispr,study
[2] study,conducted
[2] conducted,researchers
[2] researchers,ku_leuven
[2] ku_leuven,viblifesciences

Top Word Pairs in Tweet in G10:
[139] dejo,perfil
[139] perfil,linkedin
[139] linkedin,ver
[139] ver,sale
[139] sale,algo
[139] algo,biotecnólogo
[139] biotecnólogo,intensificación
[138] losttransposon,dejo
[138] intensificación,biotecnolog
[3] hadahedonista,gominolasdpetro

Top Replied-To
Top Replied-To in Entire Graph:
@vjllanelles
@natharooni
@crispr_greg_9
@jessicam6946
@urnovfyodor
@nickkeca
@villanelling
@q_crispr
@proflowell
@elonmusk

Top Replied-To in G2:
@nickkeca
@avihyman
@yardleyshooting
@james_the_funk
@neiltyson

Top Replied-To in G3:
@danrather
@walterisaacson
@stevenmarkryan
@joebondydenomy
@matthewjkan
@jallepap
@julieed59396831
@joepilie

Top Replied-To in G4:
@may_gun
@lakshmi_grande
@nikolaiadamski
@bedstemad
@ilri
@sadiyehayta
@cost_planted
@escherspace1

Top Replied-To in G5:
@genbio
@earlhaminst
@phindaccess
@nihrresearch
@drnatalietv
@rosscloney
@geneticcouns
@doudna_lab
@sciencenews
@amandapichini

Top Replied-To in G6:
@nihdirector
@cedricfeschotte
@eladlax
@mlconradlab
@biology1802

Top Replied-To in G7:
@eben_kirksey
@hansmagnusnils1
@runebjoernsen
@dianechasseres5
@vuvuzahl
@matanholzer
@frdricmaurer
@gmwatch

Top Replied-To in G8:
@livraghiluca
@wtf_r_species

Top Replied-To in G9:
@odedrechavi
@drtomfrieden
@jonykipnis

Top Replied-To in G10:
@losttransposon
@hadahedonista
@jipifeliz

Top Mentioned
Top Mentioned in Entire Graph:
@nickkeca
@walterisaacson
@nihdirector
@danrather
@odedrechavi
@mel_rosina
@livraghiluca
@gmwatch
@losttransposon
@miner_lab

Top Mentioned in G1:
@rleb2005
@lynwoodtalks
@steemeng
@tonyfauci2
@carlosealvare17
@dtxtc13
@2blades
@zoe_kats
@dot_sci

Top Mentioned in G2:
@nickkeca
@yardleyshooting
@simonzook
@mb12germany
@netanyahu
@armyofshadows2
@jillybean321rn
@avihyman
@garethicke
@claudebandana

Top Mentioned in G3:
@walterisaacson
@danrather
@doudna_lab
@laurahercher
@beaglelanded
@brianstelter
@stanford
@theraltweet
@deadline
@pacificcontent

Top Mentioned in G4:
@agbioworld
@sciencemagazine
@sadiyehayta
@naturenano
@marksmedley15
@scienceally
@ilri
@wileyplantsci
@johninnescentre
@georgejannas

Top Mentioned in G5:
@doudna_lab
@igisci
@walterisaacson
@springbatch
@womensciencerfs
@geneticsgsa
@max_scott_lab
@omar_akbari_
@nobelprize
@genbio

Top Mentioned in G6:
@nihdirector
@georgiatech
@emoryuniversity
@naturebiotech
@darpa
@philipjsantang1
@coulterbme
@universityofga
@georgiastateu
@crispr_news

Top Mentioned in G7:
@gmwatch
@navdanyaint
@gmofreeusa
@eben_kirksey
@genengnetwork
@joannablythman
@abiggerconvo
@octogon19
@aegysss
@lyndaingarden

Top Mentioned in G8:
@mel_rosina
@livraghiluca
@amutendolkar
@vesmir1871
@parflyale
@mblscience
@hanliconius
@aaronpomerantz
@evolvwing
@jipbio

Top Mentioned in G9:
@odedrechavi
@ku_leuven
@viblifesciences
@nihdirector
@asgctherapy

Top Mentioned in G10:
@losttransposon
@gominolasdpetro
@hadahedonista

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@alerttrade
@marciojmsilva
@freiewelteu
@engineersday
@matiere
@femtech_
@gambiste1
@inabster
@andyvermaut

Top Tweeters in G1:
@alerttrade
@marciojmsilva
@freiewelteu
@matiere
@andyvermaut
@prpnews
@aldoceccarelli
@lucas_wyrsch
@thedextazlab
@newsfilterio

Top Tweeters in G2:
@porridgeisgood
@lawlor224
@lewtonserena5
@superbikeal
@kheatherbrown
@hawkins_carole
@terryelaineh1
@johndmtb
@carter7raymond
@getaclue77

Top Tweeters in G3:
@gambiste1
@inabster
@menabster
@rosenchild
@cnbsnana
@redboybroken
@burnettcynthia
@allan_straarup_
@midusamom
@odoylecharlotte

Top Tweeters in G4:
@jornalistavitor
@realbentalks
@canisgallicus
@researchmrx
@sinemetuvivere
@equateall
@sosanjin
@jav_riv
@salami
@alain_co

Top Tweeters in G5:
@femtech_
@reuters
@business
@pfanderson
@washingtonpost
@ajenglish
@needhibhalla
@cbn2
@botfemale
@zanaines

Top Tweeters in G6:
@jjj5819
@cotey_mary
@viralvideovlogs
@srauer20
@danielocl
@passarelliallan
@sandykalano
@eliot_meredith
@tanis42
@ckkoch3

Top Tweeters in G7:
@_redfrog
@kimpy123
@neilyoungsaveus
@charismaalasta1
@ht4ecosocialism
@forgerat
@masterprogram1
@ewestaway
@usashopper
@pepperpear

Top Tweeters in G8:
@avalon1982
@lizdolphinfluff
@al_terf
@joemuggs
@mtanichthys
@pururincocco
@chris4nature
@pterow
@topaz_y
@luna_getto

Top Tweeters in G9:
@annamglee
@bridgeth_bro
@noonii_lee
@clarice_willow
@cicciopuz
@nesrinozoren
@livilefer_
@kovale707
@rlanders16
@icedwater

Top Tweeters in G10:
@txuseta
@panchicista
@danicuv
@nitamoriart
@josepadil
@bynzelman
@nopanaden
@adoptadapuntcat
@helenacym
@gominolasdpetro


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