CRISPR, Twitter, 4/1/2021 2:11:13 AM, 251689


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CRISPR_2021-03-31_02-51-21.xlsx
CRISPR_2021-03-31_02-51-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 01, 2021
Short Description:
CRISPR via NodeXL https://bit.ly/3ftwfG7
@drpetermoloney
@charliebilello
@erictopol
@walterisaacson
@drseeboth
@infrequentvalue
@wirlaufenamok
@segol60
@thelancet
@wired

Top hashtags:
#crispr
#sarscov2
#covid19
#ogm
#geneediting
#cryoem
#rna
#science
#genetics
#wsb

Description:
Description
The graph represents a network of 7,850 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, 31 March 2021 at 10:07 UTC.

The requested start date was Tuesday, 30 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, 4-hour, 52-minute period from Monday, 22 March 2021 at 18:52 UTC to Monday, 29 March 2021 at 23:44 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 : 7850
Unique Edges : 4824
Edges With Duplicates : 11662
Total Edges : 16486
Number of Edge Types : 5
Retweet : 4787
MentionsInRetweet : 6498
Tweet : 1576
Mentions : 2826
Replies to : 799
Self-Loops : 1637
Reciprocated Vertex Pair Ratio : 0.0188243446125419
Reciprocated Edge Ratio : 0.0369530718657901
Connected Components : 1348
Single-Vertex Connected Components : 648
Maximum Vertices in a Connected Component : 4296
Maximum Edges in a Connected Component : 11554
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.458366
Graph Density : 0.00014318023392164
Modularity : 0.539134
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 7,850 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, 31 March 2021 at 10:07 UTC.

The requested start date was Tuesday, 30 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, 4-hour, 52-minute period from Monday, 22 March 2021 at 18:52 UTC to Monday, 29 March 2021 at 23:44 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:
[209] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900470-0%2Ffulltext&rc=0
[44] https://www.rt.com/news/518903-crispr-plant-gene-editing-breakthrough/
[44] https://mrc.tal.net/vx/mobile-0/appcentre-int/brand-3/candidate/so/pm/1/pl/3/opp/1519-Postdoctoral-Scientist-PNAC-Dr-Phil-Holliger-LMB-1519/en-GB
[31] https://www.gmwatch.org/en/news/latest-news/19732-new-analytical-tool-reveals-massive-dna-damage-caused-by-crispr-cas9-gene-editing
[27] https://www.medrxiv.org/content/10.1101/2021.03.19.21253328v1
[27] https://www.gmwatch.org/en/news/latest-news/19732
[25] https://phys.org/news/2021-03-crisprcas-multiple-genes.html
[22] https://www.epochtimes.de/china/labor-in-wuhan-viren-mit-crispr-genetisch-veraendert-und-in-menschliche-zellen-eingebaut-a3475102.html?tweet=1
[20] https://www.isaaa.org/kc/cropbiotechupdate/article/default.asp?ID=18664
[17] http://www.fruitnet.com/eurofruit/article/184662/sanatech-seed-launches-worlds-first-ge-tomato

Top URLs in Tweet in G1:
[10] https://www.newyorker.com/magazine/2021/01/18/crispr-and-the-splice-to-survive
[9] https://phys.org/news/2021-03-crisprcas-multiple-genes.html
[9] https://www.freethink.com/articles/duplication-mutation
[9] https://news.ycombinator.com/item?id=26593294
[7] https://www.sciencedaily.com/releases/2021/03/210322112621.htm
[7] https://www.rt.com/news/518903-crispr-plant-gene-editing-breakthrough/
[6] https://www.youtube.com/watch?v=RNRZchHaKgw&feature=youtu.be

[6] https://phys.org/news/2021-03-variants-crispr-cas12a-genome.html
[5] https://newatlas.com/crispr-cell-computer/59336/
[5] https://www.sciencenews.org/article/code-breaker-book-story-crispr-pioneer-jennifer-doudna

Top URLs in Tweet in G2:
[3] https://cen.acs.org/content/cen/articles/95/i43/CRISPR-edit-RNA.html
[3] https://bioengineering.stanford.edu/research-impact/prevent-covid-19/new-genetic-method-using-crispr-eliminate-covid-19-virus-genomes
[2] https://forbiddenknowledgetv.net/the-age-of-genetically-modified-humans-has-arrived/
[2] https://www.ted.com/talks/jennifer_kahn_gene_editing_can_now_change_an_entire_species_forever?language=nl#t-186810
[2] https://www.youtube.com/watch?v=xpC7mCX46CU&feature=youtu.be

[1] https://sitn.hms.harvard.edu/flash/2017/genetic-surgery-future-conversation-dr-john-doench-crispr-genome-editing/
[1] https://phys.org/news/2019-12-china-gene-edited-baby-ready-human.html
[1] https://medicalxpress.com/news/2019-12-scientists-slam-chinese-crispr-babies.html
[1] https://www.genengnews.com/news/inhaled-crispr-treatment-targets-influenza-and-sars-cov-2-infections/
[1] https://cen.acs.org/biological-chemistry/gene-editing/David-Liu-unveils-searchreplace-CRISPR/97/i42

Top URLs in Tweet in G3:
[2] https://twitter.com/charliebilello/status/1375515477003313152

Top URLs in Tweet in G4:
[25] https://www.medrxiv.org/content/10.1101/2021.03.19.21253328v1
[17] https://www.youtube.com/watch?v=EH4DmsNiZ3U&feature=youtu.be

[10] https://www.wired.co.uk/article/jennifer-doudna-crispr
[9] https://www.cell.com/cell/fulltext/S0092-8674(21)00291-9
[6] http://www.technation.com/about-tech-nation-health.html
[5] http://www.marketwatch.com/bulletins/redirect/go?g=8168651e-cb24-4949-8892-2a7188e8610a&siteid=bullytweet
[3] https://www.biospace.com/article/caribou-biosciences-is-armoring-cells-to-fight-disease-through-crispr/
[3] https://innovativegenomics.org/news/crispr-clinical-trials-2021/
[3] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DEH4DmsNiZ3U%26t%3D3s&q=EgS4SO-bGJiRkYMGIhkA8aeDS8J0xXjuF1i9dN8iEcAHY2GMekG2MgFy
[3] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DEH4DmsNiZ3U%26t%3D3s&q=EgS4SO-bGJqRkYMGIhkA8aeDS-C2i2Qv5oqjEUhhrdGTp_K60BYJMgFy

Top URLs in Tweet in G5:
[202] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900470-0%2Ffulltext&rc=0
[3] https://realmoney.thestreet.com/investing/crispr-therapeutics-could-suffer-further-steep-losses-15603871?tstmem=[userid_]&utm_source=alert&utm_medium=email&utm_campaign=RMYP&utm_term=CRISPR+Therapeutics+Could+Suffer+Further+Steep+Losses
[3] https://realmoney.thestreet.com/investing/crispr-therapeutics-could-suffer-further-steep-losses-15603871
[2] https://gizmodo.com/biotech-stocks-drop-after-troubling-crispr-study-but-g-1821909227
[2] https://twitter.com/erictopol/status/1374147778230685699
[1] https://scopeblog.stanford.edu/2018/10/11/crispr-technology-turns-skin-cells-into-brain-cells-with-high-efficiency/?linkId=58073028&sf140927079=1
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-018-00335-8
[1] https://www.biorxiv.org/content/biorxiv/early/2018/01/05/243345.full.pdf
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900470-0%2Ffulltext%3Futm_campaign%3Dtlcoronavirus21%26utm_content%3D159076496%26utm_medium%3Dsocial%26utm_source%3Dtwitter%26hss_channel%3Dtw-27013292&rc=0
[1] https://twitter.com/EricTopol/status/1374147778230685699

Top URLs in Tweet in G6:
[20] https://www.isaaa.org/kc/cropbiotechupdate/article/default.asp?ID=18664
[14] https://www.chilebio.cl/2021/03/26/canada-exime-de-regulacion-a-los-cultivos-editados-geneticamente-sin-insercion-de-adn-externo/
[3] https://www.chilebio.cl/2021/03/20/japon-lanza-al-mercado-el-primer-tomate-editado-geneticamente-ayudaria-a-controlar-la-presion-arterial/
[3] https://montoliu.naukas.com/2021/03/29/laudatio-francis-mojica-viii-premio-nacional-de-biotecnologia/
[2] https://www.chilebio.cl/2021/03/19/la-edicion-genetica-con-crispr-podria-controlar-la-gripe-aviar-y-prevenir-la-proxima-pandemia/
[2] https://www.chilebio.cl/2021/03/17/gobierno-del-reino-unido-avanza-en-aprobar-cultivos-editados-geneticamente-pero-requerira-confianza-del-publico/
[2] https://twitter.com/LluisMontoliu/status/1376476089518862336
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900470-0%2Ffulltext&rc=0
[2] https://globalplantcouncil.org/new-crispr-systems-vector-to-achieve-more-nutritious-and-resistant-plants/
[1] https://www.chilebio.cl/2019/12/23/investigadores-chilenos-desarrolla-uva-editada-geneticamente-resistente-a-hongos/

Top URLs in Tweet in G7:
[28] https://www.gmwatch.org/en/news/latest-news/19732-new-analytical-tool-reveals-massive-dna-damage-caused-by-crispr-cas9-gene-editing
[27] https://www.gmwatch.org/en/news/latest-news/19732
[7] https://www.technologyreview.com/2019/12/03/65024/crispr-baby-twins-lulu-and-nana-what-happened/
[4] https://twitter.com/docteurgonzo4/status/1374475018650800145
[4] https://archive.ph/fhaWO#selection-77.1-77.71
[2] https://gmwatch.org/en/news/latest-news/19732-new-analytical-tool-reveals-massive-dna-damage-caused-by-crispr-cas9-gene-editing
[1] https://www.inrae.fr/actualites/celine-pelosi-lagroecologie-sols-passion
[1] https://twitter.com/docteurgonzo4/status/1278089359200305152?s=21
[1] https://twitter.com/DocteurGonzo4/status/1325271222863728640
[1] https://www.futura-sciences.com/sante/actualites/crispr-cas9-bebes-chinois-ogm-mutations-imprevues-sont-apparues-leur-genome-73919/

Top URLs in Tweet in G8:
[11] https://www.epochtimes.de/china/labor-in-wuhan-viren-mit-crispr-genetisch-veraendert-und-in-menschliche-zellen-eingebaut-a3475102.html?tweet=1
[6] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell%2Ffulltext%2FS0092-8674%2821%2900291-9&rc=0
[4] https://www.patreon.com/posts/49272883
[4] https://directorsblog.nih.gov/2021/03/16/crispr-based-anti-viral-therapy-could-one-day-foil-the-flu-and-covid-19/
[3] https://www.epochtimes.de/china/labor-in-wuhan-viren-mit-crispr-genetisch-veraendert-und-in-menschliche-zellen-eingebaut-a3475102.html
[3] https://pubmed.ncbi.nlm.nih.gov/33770501/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1Raub9iNEXW1QX_N_AtDeBJdabhYfSU12br5FqcwrEh1zOgwXl&fc=None&ff=20210327095628&v=2.14.3
[3] http://sites.tufts.edu/crispr/applications/hiv-treatment/
[3] https://pubmed.ncbi.nlm.nih.gov/33750221/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1PujSFuE6nS8nFtwxhS6TEgqBdQvW_D0KEqn-pcr-mEnB8wYQv&fc=None&ff=20210323041415&v=2.14.3
[2] https://www.youtube.com/watch?v=eAtaWh-B2DA&feature=youtu.be

[2] https://www.sciencemag.org/news/2020/09/latest-round-crispr-patent-battle-has-apparent-victor-fight-continues

Top URLs in Tweet in G9:
[11] https://twitter.com/jbiolchem/status/1375116920698060804
[5] https://inpst.net/crispr-cas9-genome-editing-using-targeted-lipid-nanoparticles-for-cancer-therapy/
[2] https://twitter.com/GraellsiaMoon/status/1374201183255035906
[1] https://twitter.com/DHPSP/status/1374992851755536387
[1] https://www.linkedin.com/pulse/social-media-atanas-g-atanasov/
[1] https://origamiorganelles.com/collections/genetics/products/crispr-cas9
[1] https://www.edvotek.com/Experiments/CRISPR
[1] http://www.nature.com/articles/s41586-018-0469-4

Top URLs in Tweet in G10:
[8] https://phys.org/news/2021-03-crisprcas-multiple-genes.html
[4] https://www.ddw-online.com/crispr-study-identifies-gene-involved-in-metastasis-of-cancers-to-the-lungs-10430-202103/
[4] https://phys.org/news/2021-03-variants-crispr-cas12a-genome.html
[4] https://www.news-medical.net/news/20210324/Alzheimere28099s-symptoms-linked-to-COVID-induced-brain-injury.aspx
[3] https://medicalxpress.com/news/2021-03-crispr-gene-key-role-metastasis.html
[3] https://itmodel4dnadamagerepair.blogspot.com/
[2] https://www.eurekalert.org/pub_releases/2021-03/wtsi-csi032321.php
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs42003-021-01912-w
[2] https://www.biorxiv.org/cgi/content/short/2021.03.28.437376v1
[2] https://zoom.us/webinar/register/4216153085070/WN_L1dtlSt5TEKR2-Ne2UmHMA

Top Domains
Top Domains in Tweet in Entire Graph:
[250] twitter.com
[233] elsevierhealth.com
[109] youtube.com
[73] nih.gov
[64] gmwatch.org
[62] google.com
[57] nature.com
[54] phys.org
[46] rt.com
[45] tal.net

Top Domains in Tweet in G1:
[71] twitter.com
[22] nih.gov
[21] phys.org
[19] google.com
[15] youtube.com
[13] sciencedaily.com
[12] newyorker.com
[11] nature.com
[10] linkedin.com
[10] ycombinator.com

Top Domains in Tweet in G2:
[4] acs.org
[3] stanford.edu
[2] forbiddenknowledgetv.net
[2] ted.com
[2] youtube.com
[1] harvard.edu
[1] phys.org
[1] medicalxpress.com
[1] genengnews.com
[1] twitter.com

Top Domains in Tweet in G3:
[2] twitter.com

Top Domains in Tweet in G4:
[26] medrxiv.org
[20] youtube.com
[13] google.com
[12] twitter.com
[10] co.uk
[10] cell.com
[8] elsevier.com
[8] marketwatch.com
[6] statnews.com
[6] elsevierhealth.com

Top Domains in Tweet in G5:
[204] elsevierhealth.com
[6] thestreet.com
[4] twitter.com
[3] nature.com
[2] gizmodo.com
[2] marketbeat.com
[1] stanford.edu
[1] biorxiv.org
[1] statnews.com
[1] medrxiv.org

Top Domains in Tweet in G6:
[24] chilebio.cl
[20] isaaa.org
[5] naukas.com
[4] twitter.com
[3] rtve.es
[2] elsevierhealth.com
[2] globalplantcouncil.org
[1] croplifela.org
[1] nextdoorpublishers.com
[1] todostuslibros.com

Top Domains in Tweet in G7:
[59] gmwatch.org
[14] twitter.com
[7] technologyreview.com
[4] archive.ph
[1] inrae.fr
[1] futura-sciences.com
[1] astrazeneca.com
[1] wsj.com
[1] infogm.org
[1] rtl.be

Top Domains in Tweet in G8:
[37] nih.gov
[23] twitter.com
[14] epochtimes.de
[6] elsevierhealth.com
[5] youtube.com
[4] patreon.com
[4] biorxiv.org
[3] tufts.edu
[2] nature.com
[2] sciencemag.org

Top Domains in Tweet in G9:
[14] twitter.com
[5] inpst.net
[1] linkedin.com
[1] origamiorganelles.com
[1] edvotek.com
[1] nature.com

Top Domains in Tweet in G10:
[14] phys.org
[8] nature.com
[4] ddw-online.com
[4] biorxiv.org
[4] news-medical.net
[3] eurekalert.org
[3] medicalxpress.com
[3] blogspot.com
[2] co.uk
[2] zoom.us

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1431] crispr
[233] sarscov2
[146] covid19
[76] ogm
[57] geneediting
[46] cryoem
[39] rna
[35] science
[31] genetics
[30] wsb



Top Hashtags in Tweet in G1:
[100] crispr
[12] biotech
[11] science
[8] geneediting
[8] genetics
[6] dna
[6] biotechnology
[5] gmo
[5] covid
[4] genes

Top Hashtags in Tweet in G2:
[1] voorgoed
[1] veranderen
[1] covid19

Top Hashtags in Tweet in G4:
[212] crispr
[37] rna
[23] clearandvivid
[15] nobelprize
[10] womeninstem
[9] transposon
[8] covid19
[6] geneediting
[5] podcast
[5] opinion

Top Hashtags in Tweet in G5:
[272] crispr
[213] sarscov2
[44] covid19
[7] indian
[3] variants
[1] dna
[1] smdclab
[1] crisprcas9
[1] academicchatter
[1] science

Top Hashtags in Tweet in G6:
[75] crispr
[13] editandogenes
[13] sabíasque
[10] francismojica
[7] tomate
[6] biotecnología
[5] transgénicas
[5] biotecnologia
[5] eurogalenus
[5] ahombrosdegigantes

Top Hashtags in Tweet in G7:
[68] crispr
[50] ogm
[17] thread
[4] tech
[4] futurist
[4] geopolitical
[2] nbt
[1] editiondugénome
[1] editiondegenome
[1] newgmo

Top Hashtags in Tweet in G8:
[59] crispr
[30] wsb
[21] wallstreetbets
[18] stonks
[17] geneediting
[17] genomicrevolution
[10] covid19
[6] nbtinthenews
[4] genomics
[3] anti

Top Hashtags in Tweet in G9:
[17] crispr
[12] covid19
[7] teamcrispr
[2] dhpsp
[2] dros21
[2] sicklecelldisease
[2] teamcryo
[1] device
[1] medicine
[1] technology

Top Hashtags in Tweet in G10:
[37] crispr
[22] plants
[5] metastasis
[5] tcells
[4] oncology
[4] biorxiv
[3] ntusg
[3] genes
[3] synbio
[2] covid19

Top Words
Top Words in Tweet in Entire Graph:
[4480] crispr
[1431] #crispr
[951] gene
[818] editing
[767] technology
[699] human
[672] vaccines
[657] mrna
[571] never
[571] testing

Top Words in Tweet in G1:
[604] crispr
[124] gene
[122] editing
[100] #crispr
[87] cas9
[60] genes
[47] cas
[42] researchers
[41] dna
[40] genome

Top Words in Tweet in G2:
[590] crispr
[549] drpetermoloney
[538] vaccines
[530] mrna
[525] technology
[514] never
[514] human
[513] gone
[513] testing
[513] until

Top Words in Tweet in G3:
[452] 10
[449] tesla
[449] square
[448] ark
[448] innovation
[448] tsla
[448] sq
[447] etf's
[447] top
[447] holdings

Top Words in Tweet in G4:
[350] crispr
[212] #crispr
[106] walterisaacson
[105] share
[93] story
[89] gene
[85] study
[81] associated
[76] follow
[71] using

Top Words in Tweet in G5:
[412] lt
[272] #crispr
[244] thelancet
[243] variants
[213] #sarscov2
[209] 15
[208] erictopol
[204] india
[203] 90
[202] detecting

Top Words in Tweet in G6:
[149] francis
[120] lluismontoliu
[113] mojica
[97] premio
[95] hoy
[94] nacional
[81] ua_universidad
[75] #crispr
[72] viii
[67] biotecnología

Top Words in Tweet in G7:
[114] crispr
[101] damage
[97] docteurgonzo4
[91] cas9
[90] gene
[87] editing
[76] massive
[70] gmwatch
[68] #crispr
[58] dna

Top Words in Tweet in G8:
[179] crispr
[65] crsp
[59] #crispr
[54] ntla
[44] tsla
[43] editing
[41] beam
[40] edit
[37] arkg
[36] crisprtx

Top Words in Tweet in G9:
[131] crispr
[100] amazing
[75] schumacherbj
[26] odedrechavi
[24] diagnosis
[17] #crispr
[13] based
[12] definitely
[12] revolution
[12] clinical

Top Words in Tweet in G10:
[110] crispr
[50] naturecomms
[45] study
[39] gene
[37] #crispr
[33] screen
[30] cas12a
[29] physorg_com
[29] genome
[28] novel

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[557] gene,editing
[546] mrna,vaccines
[540] technology,crispr
[534] drpetermoloney,mrna
[531] vaccines,never
[530] never,gone
[530] gone,human
[530] human,testing
[530] testing,until
[530] until,same

Top Word Pairs in Tweet in G1:
[80] gene,editing
[78] crispr,cas9
[42] crispr,gene
[41] crispr,cas
[28] researchers,knock
[28] knock,multiple
[28] multiple,genes
[22] genes,plants
[21] walter,isaacson
[20] using,crispr

Top Word Pairs in Tweet in G2:
[517] drpetermoloney,mrna
[513] mrna,vaccines
[513] vaccines,never
[513] never,gone
[513] gone,human
[513] human,testing
[513] testing,until
[513] until,same
[513] same,controversial
[513] controversial,technology

Top Word Pairs in Tweet in G3:
[448] ark,innovation
[448] tesla,tsla
[448] square,sq
[447] innovation,etf's
[447] etf's,top
[447] top,10
[447] 10,holdings
[441] teladoc,tdoc
[432] tsla,31
[432] 31,square

Top Word Pairs in Tweet in G4:
[70] crispr,associated
[67] pleased,share
[67] share,follow
[67] follow,story
[67] story,study
[67] study,crispr
[67] associated,transposases
[67] transposases,cast
[67] cast,led
[67] led,makoto

Top Word Pairs in Tweet in G5:
[209] lt,15
[204] #sarscov2,variants
[203] 15,lt
[203] lt,90
[202] detecting,#sarscov2
[202] variants,#crispr
[202] #crispr,india
[202] india,lt
[202] 90,minutes
[202] minutes,thelancet

Top Word Pairs in Tweet in G6:
[113] francis,mojica
[93] premio,nacional
[80] mojica,ua_universidad
[72] viii,premio
[66] nacional,biotecnología
[57] hoy,francis
[57] ua_universidad,recibió
[57] recibió,viii
[57] biotecnología,descubrir
[57] descubrir,contribuir

Top Word Pairs in Tweet in G7:
[85] gene,editing
[77] cas9,gene
[57] crispr,cas9
[53] analytical,tool
[53] tool,reveals
[53] reveals,massive
[53] massive,dna
[53] dna,damage
[53] damage,caused
[50] nouveaux,#ogm

Top Word Pairs in Tweet in G8:
[32] edit,ntla
[31] cc,arkg
[31] crisprtx,crisprsam
[30] arkg,edit
[30] tsla,pltr
[30] nvta,arkk
[29] beam,twst
[29] crsp,crisprtx
[29] crisprsam,cc
[28] ntla,pacb

Top Word Pairs in Tweet in G9:
[100] crispr,amazing
[74] schumacherbj,crispr
[25] odedrechavi,crispr
[12] #crispr,definitely
[12] definitely,revolution
[12] revolution,clinical
[12] clinical,diagnosis
[12] diagnosis,saliva
[12] saliva,based
[12] based,point

Top Word Pairs in Tweet in G10:
[26] activation,screen
[23] cancers,lungs
[23] crispr,activation
[23] reports,six
[23] six,novel
[23] novel,variants
[23] variants,crispr
[23] crispr,cas12a
[23] expanding,genome
[23] genome,engineering

Top Replied-To
Top Replied-To in Entire Graph:
@natharooni
@vjllanelles
@crispr_greg_9
@heaneyp
@takethatct
@cashapp
@q_crispr
@villanelling
@lisa99491828
@statnews

Top Replied-To in G1:

Top Replied-To in G2:
@takethatct
@lisa99491828
@timhowe73500437
@0ctoberreignz
@examiner1277
@taniatheherblst
@sorgfelt
@drpetermoloney
@karenwalker2020

Top Replied-To in G3:
@charliebilello
@is_that_the_top

Top Replied-To in G4:
@statnews
@matthewherper
@picardonhealth
@angusmacaulay
@helenbranswell
@gideongil
@caseymross
@rickberke
@rachelcohrs
@cooney_liz

Top Replied-To in G5:
@erictopol
@microbedoc2
@alyssanicole_96

Top Replied-To in G6:
@javierdevilla
@lluismontoliu
@jipifeliz
@losttransposon
@hadahedonista
@jmmulet

Top Replied-To in G7:
@jlmelenchon
@montsarratj
@gillardvautier
@claudeclaude710
@mathildepanot
@wavetossed
@sanewman1
@pp0196
@gmwatch
@lab_leak

Top Replied-To in G8:
@natharooni
@hassanaesthetic
@_b_i_o_t_e_c_h_
@jimcramer
@crsp_investor
@disruptorstocks
@hiddensmallcaps
@crisprtx
@imran_amjad
@crispr_papers

Top Replied-To in G9:
@odedrechavi
@schumacherbj
@josepbastardas

Top Replied-To in G10:
@kbrowngenetics
@david_j_adams
@acscevents
@emblebi
@elixirnodeuk
@biorxivpreprint

Top Mentioned
Top Mentioned in Entire Graph:
@drpetermoloney
@charliebilello
@thelancet
@erictopol
@walterisaacson
@lluismontoliu
@docteurgonzo4
@risetoflyy
@ua_universidad
@schumacherbj

Top Mentioned in G1:
@juangarza13
@dot_sci
@orbisnjus
@android_bott
@_cyberpunks_
@retirefund
@thepostsynaptic

Top Mentioned in G2:
@drpetermoloney
@buchanan17
@kassiekitson
@cjbowden1
@timhowe73500437
@jeanvalliere8
@taniatheherblst
@rogowskibubba
@db33jay
@xxmiekewxx

Top Mentioned in G3:
@charliebilello
@ycharts
@milmilebattery
@glasgowgrowth
@wired
@dignals_fx
@drpetermoloney

Top Mentioned in G4:
@walterisaacson
@zhangf
@ladhaalim
@doudna_lab
@wired
@tinaliu_phd
@statnews
@medrxivpreprint
@alda
@meganmolteni

Top Mentioned in G5:
@thelancet
@erictopol
@debojyoti_c
@souvik_csir
@anuragagrawalmd
@debo
@tatamemorial
@stanfordmed
@realmoney
@adesaimd

Top Mentioned in G6:
@lluismontoliu
@ua_universidad
@chilebio_ag
@acbiotecnologia
@jmmulet
@searavalero
@nextdoorpublish
@nanopore
@lydiateboul
@croplife_la

Top Mentioned in G7:
@docteurgonzo4
@gmwatch
@gmofreeusa
@biosrp
@inrae_france
@izidra_
@navdanyaint
@jlmelenchon
@novamarkbutler
@bfmbusiness

Top Mentioned in G8:
@crisprsam
@crisprtx
@crsp_investor
@_b_i_o_t_e_c_h_
@natharooni
@china_welt_news
@nihdirector
@hiddensmallcaps
@jasonleavitt
@hassanaesthetic

Top Mentioned in G9:
@schumacherbj
@odedrechavi
@drseeboth
@sciencecommuni2
@origamicells
@lindorfflarsen
@klugyoel
@drpetermoloney
@erlesen
@healthyfellow

Top Mentioned in G10:
@naturecomms
@physorg_com
@david_j_adams
@uofmaryland
@commsbio
@medical_xpress
@sangerinstitute
@geryterry
@biorxivpreprint
@maxcyte_info

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@oldlady12345
@threadreaderapp
@zyiteblog
@edinburghwatch
@zyitegadgets
@phildecarolis
@pairsonnalitesa
@huskorkut
@ejlazar

Top Tweeters in G1:
@pairsonnalitesa
@complaymentdo
@mediaboxstore
@thedextazlab
@_griot_
@troubleddays
@mackabiviper42
@stocktexts
@hntweets
@jimmyroybloom

Top Tweeters in G2:
@sandoly
@real_stephanie
@starsparkle_uk
@spacettf
@oude_lap
@evolvequickly
@petermcc66
@zenjk0
@dorunda
@ysbrydshadow

Top Tweeters in G3:
@sustain05
@sufiy
@ibrahimacar5334
@asemota
@torontoddg
@beeeender
@moolahmitch
@abkheer4000
@realkunalashah
@astrochologist

Top Tweeters in G4:
@femtech_
@saragomezaranci
@reuters
@lelkan
@411emilio
@ansisegle
@mutalabala
@profeco
@wsj
@marketwatch

Top Tweeters in G5:
@cblazblaz
@waweru
@njdoc
@auntsophie1
@emocionycambio
@censelio
@eu504
@belladonamodels
@antara1957
@nks0010

Top Tweeters in G6:
@kaluapiscis
@eloycam2012
@agiraudg
@laporres
@frikiquark
@emulenews
@gargotejant
@bychanchi
@trojas3012
@bbbcccnnn

Top Tweeters in G7:
@bfmtv
@wavetossed
@paulrogers002
@amyharlib
@lemondefr
@disparatepost
@therealbiostate
@mcbess89bouquet
@rozmcdermott
@hiiro33

Top Tweeters in G8:
@gambiste1
@mikeo188
@jimcramer
@gutbranson
@sharkbiotech
@pierre018
@kubeuszjakub
@heyjt55
@german_sierra
@xenopus007

Top Tweeters in G9:
@qeruiem
@fabriciosx
@miguelmcminn
@josepbastardas
@wirlaufenamok
@marcoalbuja
@navinpokala
@albert4o
@pepperpell
@basstransfer

Top Tweeters in G10:
@mikesimap
@physorg_health
@mogeladze1
@jerviscapital
@ajem_mx
@scitechmachine
@enerphyschem
@joseph65102920
@qualityisarul3
@physorg_com


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