CRISPR, Twitter, 12/7/2021 7:20:41 PM, 267872


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CRISPR_2021-12-07_06-03-22.xlsx
CRISPR_2021-12-07_06-03-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2021
Short Description:
CRISPR via NodeXL https://bit.ly/3DK8r9L
@crisprvision
@naturebiotech
@naturecomms
@metricausa
@lluismontoliu
@philipp08767899
@rutterlab
@agbioworld
@yaireinhorn
@alain_co

Top hashtags:
#crispr
#lncrna
#synbio
#ccp
#pla
#phd
#cell
#dna
#antibiotic
#nft

Description:
Description
The graph represents a network of 7,468 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, 07 December 2021 at 14:16 UTC.

The requested start date was Tuesday, 07 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 10-day, 9-hour, 32-minute period from Friday, 26 November 2021 at 15:28 UTC to Tuesday, 07 December 2021 at 01:00 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 : 7468
Unique Edges : 5202
Edges With Duplicates : 10374
Total Edges : 15576
Number of Edge Types : 5
Mentions : 2459
Replies to : 1022
Tweet : 1855
Retweet : 4286
MentionsInRetweet : 5954
Self-Loops : 1939
Reciprocated Vertex Pair Ratio : 0.0301818181818182
Reciprocated Edge Ratio : 0.0585951288386869
Connected Components : 1481
Single-Vertex Connected Components : 719
Maximum Vertices in a Connected Component : 3270
Maximum Edges in a Connected Component : 8969
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.854059
Graph Density : 0.000152411370609148
Modularity : 0.547995
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,468 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, 07 December 2021 at 14:16 UTC.

The requested start date was Tuesday, 07 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 10-day, 9-hour, 32-minute period from Friday, 26 November 2021 at 15:28 UTC to Tuesday, 07 December 2021 at 01:00 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:
[24] https://www.pnas.org/content/118/49/e2112279118
[19] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01138-5.epdf%3Fsharing_token%3DqgEZcaH6N1eNp6KU7PkiNtRgN0jAjWel9jnR3ZoTv0NNElsST_m-lHX6TISZ2bC7ne0vgG_GEn0PhMEtEfln32VI6PCZRWuboZCnANRsRLTJZfFBtN6pW8PejTlQ9DXRJ6P4X_xYG7E7G3vnap0qLmswVIeF7WA0FGRy9zciNQc%253D
[15] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01138-5
[14] https://www.nature.com/articles/doi:10.1038/s41587-021-01138-5.epdf?sharing_token=1YGOEeKnNX8d5pu48IpBhdRgN0jAjWel9jnR3ZoTv0NNElsST_m-lHX6TISZ2bC7ne0vgG_GEn0PhMEtEfln32VI6PCZRWuboZCnANRsRLQ5rdmdkqhyaoSS5eYzmzdVHJhIGORb01DtnOCvJXAJ7JO839_E83XiE9PjJ_3LQu0%3D
[12] https://newatlas.com/medical/gut-microbiome-crispr-gene-editing/
[11] https://medicalxpress.com/news/2021-11-compact-crispr-enables-portable-covid-.html
[10] https://www.cipf.es/science/research/molecular-basis-of-human-diseases/molecular-mechanisms-of-placental-invasion
[8] https://innovature.com/article/how-crispr-stealth-nutrition-can-enhance-our-diets?mkt_tok=NDkwLUVIWi05OTkAAAGAI0ES2mw7RZE-Km4B8JqluWP3EX7woBuKvvFqtyLXLrhid39obmY3QcgcQgkedlkKnhAYkC3LxyQoxultPhXwediynSAIkLLo_3MM3GoK0NQq&utm_source=dlvr.it&utm_medium=twitter
[8] http://threadagri.cd.st/33-applications-crispr-a210042178
[7] https://www.biorxiv.org/content/10.1101/2021.11.23.469762v1

Top URLs in Tweet in G1:
[12] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01138-5
[8] https://innovature.com/article/how-crispr-stealth-nutrition-can-enhance-our-diets?mkt_tok=NDkwLUVIWi05OTkAAAGAI0ES2mw7RZE-Km4B8JqluWP3EX7woBuKvvFqtyLXLrhid39obmY3QcgcQgkedlkKnhAYkC3LxyQoxultPhXwediynSAIkLLo_3MM3GoK0NQq&utm_source=dlvr.it&utm_medium=twitter
[8] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01138-5.epdf%3Fsharing_token%3DqgEZcaH6N1eNp6KU7PkiNtRgN0jAjWel9jnR3ZoTv0NNElsST_m-lHX6TISZ2bC7ne0vgG_GEn0PhMEtEfln32VI6PCZRWuboZCnANRsRLTJZfFBtN6pW8PejTlQ9DXRJ6P4X_xYG7E7G3vnap0qLmswVIeF7WA0FGRy9zciNQc%253D
[6] https://newatlas.com/medical/gut-microbiome-crispr-gene-editing/
[3] https://medicalxpress.com/news/2021-11-compact-crispr-enables-portable-covid-.html
[3] https://bioengineeringcommunity.nature.com/posts/podcast-the-crispr-children-episode-1?utm_source=Nature
[2] https://www.youtube.com/watch?v=RNRZchHaKgw&feature=youtu.be

[2] http://greeknewsondemand.com/2021/11/28/%ce%bc%cf%80%ce%b9%ce%bb-%ce%b3%ce%ba%ce%ad%ce%b9%cf%84%cf%82-%ce%ad%cf%84%cf%83%ce%b9-%ce%b8%ce%b1-%ce%b1%ce%bb%ce%bb%ce%ac%ce%be%ce%b5%ce%b9-%cf%84%ce%bf-dna-%cf%83%ce%b1%cf%82-%cf%84%ce%bf/
[2] https://www.dw.com/p/42p4N?maca=en-Twitter-sharing
[2] https://alicanteplaza.es/eduardo-gonzalez-crispr-acelera-el-cambio-del-adn-en-plantas-que-hemos-hecho-toda-la-vida1

Top URLs in Tweet in G2:
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01138-5
[2] https://www.healio.com/news/hematology-oncology/20211129/fda-grants-rmat-designation-to-crispredited-cart-for-advanced-bcell-malignancies
[2] https://www.lifescience-graduateschool.uzh.ch/en/application.html
[1] https://www.nature.com/articles/s41467-021-27190-y
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01030-2
[1] https://pubs.acs.org/doi/full/10.1021/jacs.1c09041
[1] https://www.pnas.org/content/118/49/e2112279118
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-021-03886-5
[1] https://twitter.com/Emmanouela_17/status/1464303022649995267

Top URLs in Tweet in G3:
[1] https://www.annualreviews.org/doi/abs/10.1146/annurev-biophys-101220-072829?cookieSet=1

Top URLs in Tweet in G4:
[13] https://www.nature.com/articles/doi:10.1038/s41587-021-01138-5.epdf?sharing_token=1YGOEeKnNX8d5pu48IpBhdRgN0jAjWel9jnR3ZoTv0NNElsST_m-lHX6TISZ2bC7ne0vgG_GEn0PhMEtEfln32VI6PCZRWuboZCnANRsRLQ5rdmdkqhyaoSS5eYzmzdVHJhIGORb01DtnOCvJXAJ7JO839_E83XiE9PjJ_3LQu0%3D
[10] https://www.cipf.es/science/research/molecular-basis-of-human-diseases/molecular-mechanisms-of-placental-invasion
[5] http://divulganobel.edu.umh.es
[1] https://twitter.com/UniversidadGob/status/1460647852674326538
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01138-5.epdf%3Fsharing_token%3DqgEZcaH6N1eNp6KU7PkiNtRgN0jAjWel9jnR3ZoTv0NNElsST_m-lHX6TISZ2bC7ne0vgG_GEn0PhMEtEfln32VI6PCZRWuboZCnANRsRLTJZfFBtN6pW8PejTlQ9DXRJ6P4X_xYG7E7G3vnap0qLmswVIeF7WA0FGRy9zciNQc%253D%26utm_source%3DSTAT%2BNewsletters%26utm_campaign%3D02ffcea391-MR_COPY_01%26utm_medium%3Demail%26utm_term%3D0_8cab1d7961-02ffcea391-149650505
[1] https://www.medrxiv.org/cgi/content/short/2021.11.29.21267041v1
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01138-5.epdf%3Fsharing_token%3DqgEZcaH6N1eNp6KU7PkiNtRgN0jAjWel9jnR3ZoTv0NNElsST_m-lHX6TISZ2bC7ne0vgG_GEn0PhMEtEfln32VI6PCZRWuboZCnANRsRLTJZfFBtN6pW8PejTlQ9DXRJ6P4X_xYG7E7G3vnap0qLmswVIeF7WA0FGRy9zciNQc%253D
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01138-5.epdf%3Fsharing_token%3DqgEZcaH6N1eNp6KU7PkiNtRgN0jAjWel9jnR3ZoTv0NNElsST_m-lHX6TISZ2bC7ne0vgG_GEn0PhMEtEfln32VI6PCZRWuboZCnANRsRLTJZfFBtN6pW8PejTlQ9DXRJ6P4X_xYG7E7G3vnap0qLmswVIeF7WA0FGRy9zciNQc%3D
[1] https://webcast.ec.europa.eu/high-level-event-on-new-genomic-techniques-the-way-forward-for-safe-and-sustainable-innovation-in-the-agri-food-sector
[1] https://www.testbiotech.org/sites/default/files/EFSA-Q-2020-00834-EFSA-GMO-NL-2020-172_%20Summary.pdf

Top URLs in Tweet in G5:
[1] https://doi.org/10.1038/s41467-021-27270-z
[1] https://www.nature.com/articles/doi:10.1038/s41587-021-01138-5.epdf?sharing_token=1YGOEeKnNX8d5pu48IpBhdRgN0jAjWel9jnR3ZoTv0NNElsST_m-lHX6TISZ2bC7ne0vgG_GEn0PhMEtEfln32VI6PCZRWuboZCnANRsRLQ5rdmdkqhyaoSS5eYzmzdVHJhIGORb01DtnOCvJXAJ7JO839_E83XiE9PjJ_3LQu0%3D
[1] https://journals.biologists.com/jcs/article/134/21/jcs258948/273353/CZON-cutter-a-CRISPR-Cas9-system-for-multiplexed
[1] https://twitter.com/james_gagnon/status/1465439507671441408

Top URLs in Tweet in G6:
[2] https://lifeboat.com/blog/2021/05/a-new-gene-editing-tool-could-rival-crispr-and-makes-millions-of-edits-at-once
[1] https://twitter.com/Fazlu666/status/1465320492093501443/photo/1
[1] https://www.penguinlibros.com/es/ciencia-y-tecnologia/236206-el-codigo-de-la-vida-9788418056642
[1] https://www.gatesnotes.com/About-Bill-Gates/Holiday-Books-2021
[1] https://meandgin.blogspot.com/2021/11/trying-to-catch-up-with-rna-science-and.html
[1] https://www.marketplace.org/2017/06/16/crispr-inventor-worries-about-unintended-consequences-gene-editing/
[1] https://cheba.unsw.edu.au/news/using-quantum-dots-diagnose-and-treat-alzheimers-disease

Top URLs in Tweet in G7:
[8] http://threadagri.cd.st/33-applications-crispr-a210042178
[1] https://geneticliteracyproject.org/2021/05/18/viewpoint-slew-of-new-books-accept-the-baseless-premise-propounded-by-many-crispr-researchers-that-gene-modification-of-embryos-can-be-done-safely-claims-cell-biologist/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1638170186
[1] https://www.semanticscholar.org/paper/CRISPR%2FCas9-regulations-in-plant-science-Fiaz-Khan/2857ac9006eeec6b41363144186344ce8c93b591
[1] https://geneticliteracyproject.org/2021/08/11/viewpoint-carbon-preserving-regenerative-agriculture-inextricably-linked-to-crispr-and-gene-edited-crops/
[1] https://www.chilebio.cl/2021/07/14/dulce-exito-primer-mejoramiento-genetico-de-precision-en-cana-de-azucar-mediante-crispr-cas9/
[1] https://onlinelibrary.wiley.com/doi/10.1111/pbi.13723?cookieSet=1

Top URLs in Tweet in G8:
[2] https://newatlas.com/medical/gut-microbiome-crispr-gene-editing/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41576-021-00427-8
[1] https://www.sauvageaulab.org/
[1] https://www.cshl.edu/corn-2-0/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41576-021-00409-w
[1] https://wired.jp/2018/02/04/whats-next-for-crispr/

Top URLs in Tweet in G9:
[1] https://www.ucsf.edu/news/2021/11/421846/infecting-gut-microbes-crispr-loaded-virus-demonstrates-potential-microbiome
[1] https://cosmosmagazine.com/health/covid/race-to-make-rna-antiviral-drugs/

Top Domains
Top Domains in Tweet in Entire Graph:
[259] twitter.com
[185] nature.com
[109] youtube.com
[57] biorxiv.org
[57] mindinghearts.com
[46] pnas.org
[42] opensea.io
[40] nih.gov
[38] frontiersin.org
[36] aamc.org

Top Domains in Tweet in G1:
[85] twitter.com
[57] mindinghearts.com
[46] nature.com
[18] youtube.com
[17] nih.gov
[14] newatlas.com
[12] biorxiv.org
[12] aamc.org
[10] genengnews.com
[9] innovature.com

Top Domains in Tweet in G2:
[17] makingamillennialmillionaire.com
[13] nature.com
[11] twitter.com
[11] crisprmedicinenews.com
[9] youtube.com
[7] t.co
[7] seekingalpha.com
[7] pnas.org
[7] elsevier.com
[6] ashpublications.org

Top Domains in Tweet in G3:
[1] annualreviews.org

Top Domains in Tweet in G4:
[41] nature.com
[14] naukas.com
[11] cipf.es
[8] twitter.com
[5] transistor.fm
[5] chilebio.cl
[5] valenciaplaza.com
[5] umh.es
[3] news-medical.net
[2] fundacion-antama.org

Top Domains in Tweet in G5:
[13] nature.com
[7] twitter.com
[4] science.org
[2] biorxiv.org
[2] gcs-web.com
[2] liebertpub.com
[1] doi.org
[1] ac.uk
[1] jobvector.de
[1] oup.com

Top Domains in Tweet in G6:
[18] lifeboat.com
[17] twitter.com
[9] youtube.com
[2] colossal.com
[2] trib.al
[2] gatesnotes.com
[1] cornell.edu
[1] com.br
[1] nature.com
[1] europa.eu

Top Domains in Tweet in G7:
[27] geneticliteracyproject.org
[12] cd.st
[11] atlantico.fr
[7] twitter.com
[5] aamc.org
[4] cornell.edu
[4] wiley.com
[4] foreignaffairs.com
[3] testbiotech.org
[3] chilebio.cl

Top Domains in Tweet in G8:
[25] frontiersin.org
[24] gotruvay.com
[21] alphagalileo.org
[10] phys.org
[3] newatlas.com
[3] wired.jp
[2] youtube.com
[2] nature.com
[2] recruitee.com
[2] biorxiv.org

Top Domains in Tweet in G9:
[11] nih.gov
[10] aamc.org
[8] miragenews.com
[6] innovativegenomics.org
[5] ucsf.edu
[3] berkeley.edu
[3] cosmosmagazine.com
[2] ucla.edu
[2] biorxiv.org
[2] news-medical.net

Top Domains in Tweet in G10:
[10] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1286] crispr
[122] lncrna
[82] synbio
[80] ccp
[72] pla
[69] phd
[68] cell
[66] dna
[60] antibiotic
[54] nft



Top Hashtags in Tweet in G1:
[114] crispr
[13] biotech
[9] covid19
[9] technology
[9] geneediting
[8] dna
[8] biotechnology
[7] genetics
[6] healthtech
[5] gene

Top Hashtags in Tweet in G2:
[206] crispr
[15] covid19
[12] geneediting
[12] genomics
[11] fintwit
[10] genomeediting
[9] synbio
[9] dna
[8] hiring
[8] crisprmedicine

Top Hashtags in Tweet in G3:
[1] biontech

Top Hashtags in Tweet in G4:
[85] crispr
[26] transgénicos
[19] edicióngenética
[18] agricultura
[17] suiza
[15] innovación
[8] actualidad
[8] genoma
[8] edicióngenoma
[7] gen_ética

Top Hashtags in Tweet in G5:
[86] crispr
[7] sciencemagarchives
[4] cartcell
[4] immunotherapy
[4] tcellrx
[4] celltherapy
[4] gene
[4] genetherapy
[3] cart
[3] bmtsm

Top Hashtags in Tweet in G6:
[49] crispr
[17] writer
[17] bookcommunity
[17] bookblogger
[17] quotes
[17] bookreview
[12] throwback
[4] covid19
[4] ai
[3] geneticengineering

Top Hashtags in Tweet in G7:
[49] crispr
[11] scientifiques
[10] biotechnologies
[9] profits
[6] fauxprogrès
[4] genomeediting
[3] climatechange
[3] deforestation
[3] agriculture
[3] falseprogress

Top Hashtags in Tweet in G8:
[118] lncrna
[42] crispr
[23] bioinformatics
[21] dna
[20] cancerresearch
[20] healthcare
[20] biology
[20] medical
[20] mri
[20] brain

Top Hashtags in Tweet in G9:
[82] crispr
[30] sicklecelldisease
[9] ai
[8] sicklecell
[6] geneediting
[6] cas9
[5] dna
[4] clinicaltrial
[4] engineering
[4] genome

Top Hashtags in Tweet in G10:
[80] ccp
[72] pla
[7] dna
[7] bw
[1] pla生物武器是有能力的和恶意的

Top Words
Top Words in Tweet in Entire Graph:
[4293] crispr
[1276] #crispr
[775] gene
[721] editing
[619] cas9
[371] 10
[336] olmak
[335] google
[327] using
[327] yılda

Top Words in Tweet in G1:
[667] crispr
[114] #crispr
[106] editing
[100] gene
[98] cas9
[95] human
[82] babies
[75] disease
[61] within
[60] designer

Top Words in Tweet in G2:
[403] crispr
[199] #crispr
[78] work
[71] cas9
[61] gene
[57] associated
[56] editing
[56] share
[53] transposons
[49] tn7

Top Words in Tweet in G3:
[324] 10
[324] yılda
[324] başta
[324] google
[324] olmak
[324] üzere
[324] teknopoli
[324] devlerinin
[324] dikkatini
[324] çeken

Top Words in Tweet in G4:
[209] crispr
[147] children
[120] edited
[107] naturebiotech
[91] edición
[85] #crispr
[82] genética
[62] genomes
[62] ge
[60] first

Top Words in Tweet in G5:
[138] crispr
[99] lab_turner
[94] naturecomms
[86] #crispr
[82] share
[56] gene
[55] published
[54] study
[49] cas9
[48] genetics

Top Words in Tweet in G6:
[138] crispr
[49] #crispr
[40] carolc_ramalho
[30] tool
[26] editing
[26] nobelprize
[26] book
[22] gene
[19] doudna
[19] see

Top Words in Tweet in G7:
[124] crispr
[79] gene
[71] editing
[49] #crispr
[37] scientists
[37] food
[29] europe
[29] agbioworld
[27] using
[26] climate

Top Words in Tweet in G8:
[120] vivo
[118] know
[118] over
[118] 40
[118] #lncrna
[118] mouse
[118] models
[118] dandergassen
[118] tried
[118] best

Top Words in Tweet in G9:
[82] #crispr
[80] trial
[54] crispr
[51] ucsfbenioffoak
[46] clinical
[37] received
[36] sickle
[36] cell
[36] disease
[35] gene

Top Words in Tweet in G10:
[163] crispr
[153] ai
[143] mutations
[141] claremlopez
[80] #ccp
[73] sars
[73] cov
[72] mrna
[72] #pla
[72] bioweaponeers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[526] crispr,cas9
[402] gene,editing
[327] 10,yılda
[327] yılda,başta
[327] başta,google
[327] google,olmak
[327] olmak,üzere
[327] üzere,teknopoli
[327] teknopoli,devlerinin
[327] devlerinin,dikkatini

Top Word Pairs in Tweet in G1:
[91] crispr,cas9
[58] designer,babies
[57] gene,editing
[57] babies,eliminating
[57] eliminating,sickness
[57] sickness,disease
[57] disease,within
[57] within,human
[57] human,reach
[33] crispr,gene

Top Word Pairs in Tweet in G2:
[70] work,crispr
[57] crispr,cas9
[56] crispr,associated
[52] associated,transposons
[32] excited,share
[31] nobel,prize
[30] share,latest
[30] 2020,nobel
[30] prize,chemistry
[29] jennifer,doudna

Top Word Pairs in Tweet in G3:
[324] 10,yılda
[324] yılda,başta
[324] başta,google
[324] google,olmak
[324] olmak,üzere
[324] üzere,teknopoli
[324] teknopoli,devlerinin
[324] devlerinin,dikkatini
[324] dikkatini,çeken
[324] çeken,hayat

Top Word Pairs in Tweet in G4:
[86] crispr,children
[82] edición,genética
[63] naturebiotech,crispr
[60] edited,genomes
[58] children,china
[58] china,first
[58] first,children
[58] children,germline
[58] germline,edited
[58] genomes,growing

Top Word Pairs in Tweet in G5:
[35] crispr,cas9
[34] use,#crispr
[33] delighted,share
[33] share,study
[33] study,naturecomms
[33] naturecomms,led
[33] led,charlotteldoug
[33] charlotteldoug,lab_turner
[33] lab_turner,collaborating
[33] collaborating,pjie2

Top Word Pairs in Tweet in G6:
[18] jennifer,doudna
[18] crispr,works
[17] gene,editing
[17] hands,fat
[17] fat,science
[17] science,book
[17] book,let's
[17] let's,see
[17] see,crispr
[17] works,#writer

Top Word Pairs in Tweet in G7:
[64] gene,editing
[42] crispr,gene
[21] climate,change
[20] major,food
[20] food,allergen
[20] using,crispr
[20] agbioworld,scientists
[19] scientists,silence
[19] silence,major
[19] allergen,indian

Top Word Pairs in Tweet in G8:
[118] know,over
[118] over,40
[118] 40,#lncrna
[118] #lncrna,vivo
[118] vivo,mouse
[118] mouse,models
[118] models,dandergassen
[118] dandergassen,tried
[118] tried,best
[118] best,synthesize

Top Word Pairs in Tweet in G9:
[43] clinical,trial
[35] sickle,cell
[33] cell,disease
[32] received,17m
[31] 17m,grants
[28] great,news
[28] news,we've
[28] we've,received
[28] grants,support
[28] support,four

Top Word Pairs in Tweet in G10:
[73] sars,cov
[72] #ccp,#pla
[72] #pla,bioweaponeers
[72] bioweaponeers,competent
[72] competent,malevolent
[72] malevolent,ai
[72] ai,crispr
[72] crispr,genetically
[72] genetically,pre
[72] pre,coding

Top Replied-To
Top Replied-To in Entire Graph:
@peterdiamandis
@biotech2k1
@dezicakesnft
@antalyailtarim
@jairbolsonaro
@elonmusk
@halvorz
@nattybound
@yaireinhorn
@udrie4

Top Replied-To in G1:
@nanoputty

Top Replied-To in G2:
@biotech2k1
@nattybound
@yaireinhorn
@natharooni
@elonmusk
@bluetheabbyssi1
@adamsinger
@crisprvision
@crisprtalk
@hassanaesthetic

Top Replied-To in G3:
@hanifhuman
@ertanozyigit
@abdullahciftcib
@ferhatarslandr

Top Replied-To in G4:
@docteurgonzo4
@metricausa
@singularityhub
@lluismontoliu
@medrxivpreprint
@almagoch
@beatspath
@jmmulet

Top Replied-To in G5:
@hamishsymington
@bbcpallab
@umassdiabetes
@james_gagnon
@caroline_bartma

Top Replied-To in G6:
@jairbolsonaro
@crisprtx
@who
@jdoriajr
@ani
@jimcramer
@nobelprize
@michaelmina_lab
@bethbarany
@ally66477602

Top Replied-To in G7:
@stanislasjpb
@agritof80
@ffarfellows
@lakshmi_grande
@durocyann
@freenickname
@ocrelien
@hcomosa
@cduroc
@matadon_

Top Replied-To in G8:
@jumpcodeg
@seczynska
@gavinjknott
@mani__deepika

Top Replied-To in G9:
@ucsfbenioffoak
@megabyther
@ucberkeley
@urnovfyodor
@queensof4ways
@malnote

Top Mentioned
Top Mentioned in Entire Graph:
@kurtoglukagan
@claremlopez
@dandergassen
@noncodarnia
@naturebiotech
@docteurgonzo4
@dandyboh
@naturecomms
@genbio
@dtubiosustain

Top Mentioned in G1:
@churchandstaten
@ddadk1
@fleonard_david
@cave_zenigata
@mcdutchoven
@jeanrossignol
@jebbuk
@warlock_holmes

Top Mentioned in G2:
@janiceschen
@pdbeurope
@crisprmedicine
@ilyafinkelstein
@mammothbiosci
@jimrybarski
@joepeterslab
@natharooni
@yaireinhorn
@clauswilke

Top Mentioned in G3:
@kurtoglukagan
@hanifhuman
@ferhatarslandr
@m4ntlkll
@abdullahciftcib
@mehmetali_onel
@opdrokanozdemir
@erkantrukten

Top Mentioned in G4:
@naturebiotech
@danielnorero
@lluismontoliu
@metricausa
@fundacionantama
@anoveobtentores
@alas_alianza
@conchi_novillo
@kiranmusunuru
@chilebio_ag

Top Mentioned in G5:
@naturecomms
@lab_turner
@pjie2
@charlotteldoug
@james_gagnon
@gryderart
@marcguellc
@leverhulmetrust
@maxreuterevo

Top Mentioned in G6:
@carolc_ramalho
@nobelprize
@lifeboathq
@akhil_jain_666
@billgates
@zhangf
@walterisaacson
@fpa
@billclinton
@algore

Top Mentioned in G7:
@agbioworld
@geneticliteracy
@prometheusgreen
@regnaultroger
@agritof80
@testbiotech
@emmakovak
@atlantico
@goehensel
@foodevo_lefilm

Top Mentioned in G8:
@dandergassen
@noncodarnia
@gotruvay
@wu_xuebing
@cshl
@biology1802
@monashbdi
@mani__deepika
@sciencecrisp
@davidovichlab

Top Mentioned in G9:
@ucsfbenioffoak
@igisci
@ucberkeley
@bobthesciguy
@ucla
@urnovfyodor
@hawkingfound
@uclastemcell
@banfieldjill
@aamctoday

Top Mentioned in G10:
@claremlopez
@devonj32130301
@sydney1998n
@theresa75226936
@wartiger007

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@zyitegadgets
@edinburghwatch
@gambiste1
@pairsonnalitesa
@matiere
@kk_says
@inabster
@m2bliquis
@_redfrog

Top Tweeters in G1:
@zyitegadgets
@pairsonnalitesa
@matiere
@ia_regnum
@prpnews
@schestowitz
@newsfilterio
@_yvonneburton
@drpatfarrell
@ds41744

Top Tweeters in G2:
@gambiste1
@seekingalpha
@breizh2008
@valaafshar
@yazdjbilimoria
@forbes
@lesguer_lionel
@discriminantbot
@adamsinger
@jblefevre60

Top Tweeters in G3:
@tamer1461
@srdaydin
@trgtctn
@samidamar
@elvan
@farat24
@mekselenya
@mehmet_c_
@sehrazatmusic
@emine81_81

Top Tweeters in G4:
@rosenchild
@el_pais
@411emilio
@happanarinder
@kaluapiscis
@olitasdmar
@valenciaplaza
@laporres
@janasainikudu5
@waltzing_piglet

Top Tweeters in G5:
@fjt
@dccc_phd
@drkynast
@cicciopuz
@profbootyphd
@renesugar
@volshy
@behavecolpapers
@triggerloop
@cyrilpedia

Top Tweeters in G6:
@artificialbra1n
@reuters
@timesofindia
@guardian
@hubofml
@aajtak
@ani
@skynews
@education_24x7
@radiofreetom

Top Tweeters in G7:
@m2bliquis
@net2ayurveda
@laizet2
@moinsoumus
@dwnews
@alain_co
@latourygermain
@chrispydog
@sentinellecs4
@mich33bm

Top Tweeters in G8:
@seqcomplete
@wired_jp
@erikmaronde
@compchembiobot
@xenopus007
@omutane
@binfotrends
@biology1802
@ameliacervera
@mydearheidi_

Top Tweeters in G9:
@fabriciosx
@miragenewscom
@drferdowsi
@malnote
@fyght4cal
@greene_thoughts
@mndmanchester
@matthew_165
@cheryl25044450
@ucloudifyai

Top Tweeters in G10:
@tyrelle123
@salosso
@dianestraley
@afandouangel
@petersthoughts
@allsourcefusion
@bde_1960
@klooten
@consermovement
@richardviguerie


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