CRISPR, Twitter, 12/21/2021 11:28:24 PM, 268783


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CRISPR_2021-12-21_06-03-21.xlsx
CRISPR_2021-12-21_06-03-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 21, 2021
Short Description:
CRISPR via NodeXL https://bit.ly/33IDTbP
@crisprvision
@banfieldjill
@igisci
@lluismontoliu
@youtube
@doudna_lab
@genbio
@hassanaesthetic
@yaireinhorn
@naturebiotech

Top hashtags:
#crispr
#newmetacrispr
#geneediting
#genomeediting
#biotech
#cas9
#dna
#cancer
#biology

Description:
Description
The graph represents a network of 7,571 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, 21 December 2021 at 14:21 UTC.

The requested start date was Tuesday, 21 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 11-day, 10-hour, 56-minute period from Wednesday, 08 December 2021 at 15:08 UTC to Monday, 20 December 2021 at 02:05 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 : 7571
Unique Edges : 5334
Edges With Duplicates : 9772
Total Edges : 15106
Number of Edge Types : 5
Tweet : 2117
Retweet : 3875
MentionsInRetweet : 5129
Replies to : 1140
Mentions : 2845
Self-Loops : 2225
Reciprocated Vertex Pair Ratio : 0.0264858699784565
Reciprocated Edge Ratio : 0.0516049382716049
Connected Components : 1658
Single-Vertex Connected Components : 812
Maximum Vertices in a Connected Component : 3465
Maximum Edges in a Connected Component : 9161
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.426271
Graph Density : 0.000141330499278778
Modularity : 0.545235
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,571 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, 21 December 2021 at 14:21 UTC.

The requested start date was Tuesday, 21 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 11-day, 10-hour, 56-minute period from Wednesday, 08 December 2021 at 15:08 UTC to Monday, 20 December 2021 at 02:05 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:
[114] https://www.youtube.com/watch?v=y4J_FP0Xhrc&feature=youtu.be

[98] https://mindinghearts.com/2021/11/04/if-crispr-changes-what-humanity-looks-like-who-will-own-the-patent-designer-babies-and-eliminating-sickness-and-disease-are-within-human-reach/
[93] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41587-021-00026-2
[37] https://www.genengnews.com/topics/genome-editing/crispr-cas9-genome-editing/crispr-pioneers-doudna-and-banfield-introduce-microbiome-community-editing/
[25] https://www.gotruvay.com
[25] https://phys.org/news/2021-12-team-breakthrough-crispr-cas9-fat-cells.html
[21] https://bioengineeringcommunity.nature.com/posts/using-crispr-to-electrically-connect-with-and-control-the-genome
[19] https://www.miragenews.com/new-biosensors-shine-light-on-crispr-gene-691083/
[16] https://www.youtube.com/watch?v=4USFGdsvCwQ&feature=youtu.be

[15] http://cnki.cqgmy.edu.cn/KCMS/detail/detail.aspx?filename=SHSY201901006&dbcode=CJFQ&dbname=CJFD2019

Top URLs in Tweet in G1:
[80] https://mindinghearts.com/2021/11/04/if-crispr-changes-what-humanity-looks-like-who-will-own-the-patent-designer-babies-and-eliminating-sickness-and-disease-are-within-human-reach/
[13] https://phys.org/news/2021-12-team-breakthrough-crispr-cas9-fat-cells.html
[9] https://www.sciencedaily.com/releases/2021/12/211210102901.htm
[8] https://www.sciencedaily.com/releases/2021/12/211215204104.htm
[7] https://bioengineeringcommunity.nature.com/posts/using-crispr-to-electrically-connect-with-and-control-the-genome
[7] https://www.sciencedaily.com/releases/2021/12/211215204104.htm?utm_source=dlvr.it&utm_medium=twitter
[6] https://neurosciencenews.com/fragile-x-crispr-19792/
[6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41587-021-00026-2
[5] https://newatlas.com/medical/crispr-ultrasound-drugs-cancer/
[5] https://www.genengnews.com/topics/genome-editing/crispr-cas9-genome-editing/crispr-pioneers-doudna-and-banfield-introduce-microbiome-community-editing/

Top URLs in Tweet in G2:
[14] https://thecrisprcas9model.blogspot.com/2021/08/spring-batch-karp-rabin-how-crispr-cas.html?m=1
[7] https://www.forbes.com/50over50/
[6] https://www.youtube.com/watch?v=5pBpVaG4uMA&feature=youtu.be

[5] https://twitter.com/elonmusk/status/1470838559712161796
[5] https://www.genengnews.com/topics/genome-editing/crispr-cas9-genome-editing/crispr-pioneers-doudna-and-banfield-introduce-microbiome-community-editing/
[4] https://www.clinicalomics.com/topics/precision-medicine-topic/crispr/a-new-generation-of-crispr-technology/
[3] https://a16z-live.simplecast.com/episodes/engineering-crispr-ben-oakes-clubhouse-Cc_65Hgs
[3] https://www.youtube.com/watch?v=ApMOkphAA5Y&feature=youtu.be

[3] https://www.youtube.com/watch?v=iM7oFMEmC-g&feature=youtu.be

[3] https://newatlas.com/medical/crispr-ultrasound-drugs-cancer/

Top URLs in Tweet in G3:
[1] https://twitter.com/DuharcourtLab/status/1462866719702196228
[1] https://www.nature.com/articles/doi:10.1038/s41564-021-00996-8.epdf?sharing_token=ym-FcDC8Cw4HPaCLEAAfp9RgN0jAjWel9jnR3ZoTv0NzbdO1Hrhq2VHa0KsflcHeq-1LQP4UdrI7zhK-cuAy9hKI_R5s0z2n4aENdfPU5ry5QQbsfwRCWAi0-b-j44Km32_IwnrBnJOMoG3T-bcM6jSewqcPdd2OfP654GMDmAE%3D
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-021-00996-8
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Fnmicrobiol%2Fvolumes%2F6%2Fissues%2F12
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-021-01007-6.pdf
[1] https://twitter.com/NatureMicrobiol/status/1463556685667184642
[1] https://talkcrispr.biologia.unipi.it
[1] https://www.genengnews.com/topics/genome-editing/crispr-cas9-genome-editing/crispr-pioneers-doudna-and-banfield-introduce-microbiome-community-editing/?es_id=331397548a

Top URLs in Tweet in G4:
[10] https://www.genengnews.com/topics/genome-editing/crispr-cas9-genome-editing/crispr-pioneers-doudna-and-banfield-introduce-microbiome-community-editing/
[9] https://www.genengnews.com/news/crispr-engineers-a-new-path-for-antibiotic-production/
[8] https://lifeboat.com/blog/2021/06/crispr-injected-into-the-blood-treats-a-genetic-disease-for-first-time
[7] https://talkcrispr.biologia.unipi.it
[7] https://lifeboat.com/blog/2021/04/a-new-crispr-tool-flips-genes-on-and-off-like-a-light-switch
[6] https://www.infosalus.com/salud-investigacion/noticia-edicion-genetica-crispr-cas9-aumenta-eficacia-terapia-cancer-ultrasonidos-20211209072949.html
[5] https://lifeboat.com/blog/2021/05/a-new-gene-editing-tool-could-rival-crispr-and-makes-millions-of-edits-at-once
[4] https://www.youtube.com/watch?v=tRKWAe1uMGc&feature=youtu.be

[4] https://lifeboat.com/blog/2021/05/harvard-scientists-create-gene-editing-tool-that-could-rival-crispr
[4] https://lifeboat.com/blog/2021/08/crispr-gene-editing-the-key-benefits-and-risks-of-modifying-our-natural-world

Top URLs in Tweet in G5:
[80] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41587-021-00026-2
[6] https://stopdesignerbabies.org/uncategorized/crispr-precise-scissors-or-chainsaw/
[5] https://www.biorxiv.org/content/10.1101/2021.04.19.440450v1
[4] https://www.news-medical.net/news/20211213/CRISPR-Cas-enzyme-based-diagnostics-to-detect-SARS-CoV-2-infection.aspx
[3] https://www.gmwatch.org/en/news/latest-news/19934-crispr-gene-editing-causes-whole-chromosome-loss
[3] https://www.diamandis.com/blog/colossal-transforming-biosciences-and-genetic-engineering
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnbt.4005
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41551-017-0137-2
[2] https://us.macmillan.com/books/9781250265357
[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

Top URLs in Tweet in G6:
[114] https://www.youtube.com/watch?v=y4J_FP0Xhrc&feature=youtu.be

[14] https://www.youtube.com/watch?v=4USFGdsvCwQ&feature=youtu.be

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

[3] https://www.youtube.com/watch?v=ce7rhjSLIWc&feature=youtu.be

[3] https://www.youtube.com/watch?v=RNRZchHaKgw&feature=youtu.be

[2] https://yourworldinbalance.com/what-is-crispr-technology-connection-with-vaccination/
[2] https://www.youtube.com/watch?v=DW8iI7ro1gA&feature=youtu.be

[2] https://www.youtube.com/watch?v=Nimj6SNPq-o&feature=youtu.be

[2] https://www.youtube.com/watch?v=gwtebuSr9Pk&feature=youtu.be

[2] https://www.youtube.com/watch?v=JdMJdTbhLpQ&feature=youtu.be


Top URLs in Tweet in G7:
[12] http://www.akbarilab.com/uploads/8/7/0/5/87051394/pnas-2017-li-1711538114.pdf
[4] https://www.technologynetworks.com/genomics/news/crispr-based-gene-editing-technique-can-insert-entire-genes-into-cells-356774
[2] https://www.nature.com/articles/s41467-021-27227-2
[2] https://theness.com/neurologicablog/index.php/using-crispr-for-sex-selection/
[2] https://www.biorxiv.org/cgi/content/short/2021.12.06.471469v1
[2] https://pubs.acs.org/doi/10.1021/acscentsci.1c01143
[2] https://www.nature.com/articles/s41467-021-27190-y
[1] https://www.nature.com/articles/s41591-021-01601-5?utm_source=twitter&utm_medium=social&utm_content=organic&utm_campaign=NGMT_USG_JC01_GL_NRJournals
[1] https://www.nature.com/articles/s41467-021-26788-6?utm_source=twitter&utm_medium=social&utm_content=organic&utm_campaign=NGMT_USG_JC01_GL_NRJournals
[1] https://www.nature.com/articles/s41467-021-27227-2?utm_source=twitter&utm_medium=social&utm_content=organic&utm_campaign=NGMT_USG_JC01_GL_NRJournals

Top URLs in Tweet in G8:
[4] -
[3] https://archive.ph/jKeFF
[2] https://www.kqed.org/forum/2010101886814/sickle-cell-disease-in-focus-as-crispr-clinical-trial-launches
[2] https://twitter.com/_whitneywebb/status/1468253741577089030
[2] https://bioengineeringcommunity.nature.com/posts/using-crispr-to-electrically-connect-with-and-control-the-genome
[1] https://hipertextual.com/2021/07/crispr-espacio
[1] https://cancerdiscovery.aacrjournals.org/content/early/2021/09/15/2159-8290.CD-20-1851
[1] https://pubmed.ncbi.nlm.nih.gov/34795441/
[1] https://crisprmedicinenews.com/news/beam-101-ind-approval-for-first-ever-base-edited-therapy/
[1] https://www.biotechniques.com/webinars/10xcrisprsptl-7dec-panel/?webinar_source=SM&utm_campaign=BTN

Top URLs in Tweet in G9:
[6] https://geneticliteracyproject.org/2021/12/13/viewpoint-an-argument-for-crispr-crops-very-little-about-modern-life-is-natural-and-its-time-we-all-got-over-it/
[4] https://www.genengnews.com/topics/genome-editing/crispr-cas9-genome-editing/crispr-pioneers-doudna-and-banfield-introduce-microbiome-community-editing/
[4] https://geneticliteracyproject.org/2021/12/14/regrowing-limbs-using-crispr-its-been-done-with-lizards-with-hopes-that-human-limb-regeneration-will-be-possible-in-the-future/
[3] https://www.ingredientsnetwork.com/north-carolina-company-uses-crispr-tech-to-create-news115648.html
[2] https://www.linkedin.com/slink?code=dAwzdw62
[2] https://allianceforscience.cornell.edu/blog/2021/03/crispr-offers-hope-for-controlling-african-swine-fever/
[2] https://pba.ucdavis.edu/PBA_in_Africa/New_AfPBA_CRISPR_Course/
[2] https://www.dirt-to-dinner.com/crispr-an-innovative-technology-in-ag/?utm_content=kh2211&utm_source=twitter&utm_medium=tweet&utm_campaign=social
[2] https://allianceforscience.cornell.edu/blog/2021/10/meet-a-crispr-crop-scientist-on-world-crispr-day/
[1] https://www.frontiersin.org/articles/10.3389/fgeed.2021.745559/full?utm_source=S-TWT&utm_medium=SNET&utm_campaign=ECO_FGEED_XXXXXXXX_auto-dlvrit

Top URLs in Tweet in G10:
[1] https://sherlock.bio/the-221b-foundation-grants-license-to-rokline-health-concepts-llc-to-develop-and-manufacture-crispr-covid-19-diagnostic-kits/
[1] https://leer.amazon.es/kp/kshare?asin=B089T216BV&id=2vfqzmqrerf2hmzs3xsn7mqzjq&ref_=r_sa_glf_b_0_hdrw_ss_AAAUAAA
[1] https://leer.amazon.es/kp/kshare?asin=B089T216BV&id=qxtgfynayrgxhnluxrc7nzisaq&ref_=r_sa_glf_b_0_hdrw_ss_AAAUAAA
[1] https://leer.amazon.es/kp/kshare?asin=B089T216BV&id=53bbzcyolfctlbepdgvaykye7i&ref_=r_sa_glf_b_0_hdrw_ss_AAAUAAA
[1] https://es.wikipedia.org/wiki/Johanna_Budwig
[1] https://www.absolutefacts.nl/royalty/actueel/hendrik-reddingwezen-oranje-kruis.htm
[1] https://www.wbur.org/news/2018/04/26/feng-zhang-crispr-profile
[1] https://ec.europa.eu/health/sites/default/files/preparedness_response/docs/covid-19_rat_common-list_en.pdf
[1] https://leer.amazon.es/kp/kshare?asin=B089T216BV&id=ogzudrb6sneljhzx5uupwrdkh4&ref_=r_sa_glf_b_0_hdrw_ss_AAAUAAA
[1] https://www.youtube.com/watch?v=RKh2mi3tsmc&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[282] twitter.com
[278] youtube.com
[210] nature.com
[98] mindinghearts.com
[77] sciencedaily.com
[72] nih.gov
[71] phys.org
[55] genengnews.com
[49] biorxiv.org
[37] geneticliteracyproject.org

Top Domains in Tweet in G1:
[100] twitter.com
[80] mindinghearts.com
[43] sciencedaily.com
[41] nih.gov
[25] nature.com
[23] youtube.com
[21] phys.org
[18] biorxiv.org
[12] patentdocs.org
[10] dy.si

Top Domains in Tweet in G2:
[32] twitter.com
[26] youtube.com
[17] blogspot.com
[10] forbes.com
[8] mammoth.bio
[7] lever.co
[7] nature.com
[7] frontiersin.org
[6] genengnews.com
[5] clinicalomics.com

Top Domains in Tweet in G3:
[4] nature.com
[2] twitter.com
[1] unipi.it
[1] genengnews.com

Top Domains in Tweet in G4:
[35] lifeboat.com
[24] genengnews.com
[10] twitter.com
[8] youtube.com
[7] unipi.it
[6] infosalus.com
[5] rtve.es
[4] naukas.com
[3] prbb.org
[2] aamc.org

Top Domains in Tweet in G5:
[93] nature.com
[6] stopdesignerbabies.org
[5] twitter.com
[5] biorxiv.org
[4] news-medical.net
[3] pnas.org
[3] gmwatch.org
[3] diamandis.com
[2] macmillan.com
[1] bioedge.org

Top Domains in Tweet in G6:
[164] youtube.com
[2] yourworldinbalance.com
[1] nature.com

Top Domains in Tweet in G7:
[15] nature.com
[12] akbarilab.com
[10] biorxiv.org
[6] synthego.com
[4] technologynetworks.com
[2] biocompare.com
[2] science.org
[2] theness.com
[2] eara.eu
[2] acs.org

Top Domains in Tweet in G8:
[7] crisprmedicinenews.com
[3] aacrjournals.org
[3] nature.com
[3] kqed.org
[3] twitter.com
[3] archive.ph
[2] linkedin.com
[2] radian6.com
[2] confex.com
[1] hipertextual.com

Top Domains in Tweet in G9:
[29] geneticliteracyproject.org
[7] cornell.edu
[6] linkedin.com
[5] twitter.com
[4] genengnews.com
[4] substack.com
[3] ingredientsnetwork.com
[2] ucdavis.edu
[2] dirt-to-dinner.com
[2] technologynetworks.com

Top Domains in Tweet in G10:
[4] amazon.es
[3] youtube.com
[2] twitter.com
[1] sherlock.bio
[1] wikipedia.org
[1] absolutefacts.nl
[1] wbur.org
[1] europa.eu
[1] wired.com
[1] jamanetwork.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1275] crispr
[230] newmetacrispr
[93] geneediting
[71] genomeediting
[54] biotech
[52] cas9
[44] dna
[41] cancer
[37] biology
[36] genomics



Top Hashtags in Tweet in G1:
[93] crispr
[9] geneediting
[8] technology
[8] biotech
[8] crisproff
[7] science
[6] genetics
[6] cas9
[6] genomeediting
[4] biotechnology

Top Hashtags in Tweet in G2:
[336] crispr
[47] genomeediting
[30] geneediting
[26] biotech
[23] genomics
[22] fintwit
[17] amyloidosis
[15] diabetes
[14] hiring
[13] cardioonc

Top Hashtags in Tweet in G3:
[202] newmetacrispr
[4] crispr
[1] hiring
[1] borgs
[1] genomeediting
[1] w
[1] maga
[1] microbiome

Top Hashtags in Tweet in G4:
[101] crispr
[27] olspain
[17] geneediting
[13] anestesiaepidural
[13] margaritasalas
[11] lego
[7] adn
[6] genética
[6] ciencia
[6] innovación

Top Hashtags in Tweet in G5:
[77] crispr
[7] falseprogress
[7] profits
[6] ethics
[5] germline
[4] diagnostics
[4] enzyme
[3] newmetacrispr
[3] microfluidics
[3] bioscience

Top Hashtags in Tweet in G6:
[1] crisprtechnology
[1] modifyinggenomes
[1] patentedhumans
[1] crispr

Top Hashtags in Tweet in G7:
[36] crispr
[8] biorxiv
[4] weekendreading
[3] nobelprize
[2] diseasemodeling
[2] newmetacrispr
[1] genomeengineers
[1] holidays
[1] cellandgenetherapy
[1] dna

Top Hashtags in Tweet in G8:
[27] crispr
[22] ash21
[7] sicklecell
[6] leukemia
[5] crisprmedicine
[5] crisprmedicinenews
[4] leusm
[4] sicklecelldisease
[4] mpnsm
[2] celltherapy

Top Hashtags in Tweet in G9:
[27] crispr
[7] ucdavis
[6] crops
[5] genomeediting
[5] microbiome
[3] geneediting
[3] genetherapy
[3] genomes
[3] gmo
[3] climatesmart

Top Hashtags in Tweet in G10:
[1] biotechfirst
[1] crispr
[1] mrna

Top Words
Top Words in Tweet in Entire Graph:
[4916] crispr
[1272] #crispr
[968] editing
[916] gene
[787] cas9
[417] using
[354] technology
[341] see
[334] potential
[320] dna

Top Words in Tweet in G1:
[799] crispr
[201] cas9
[163] gene
[139] editing
[114] human
[103] disease
[93] #crispr
[90] using
[89] babies
[88] within

Top Words in Tweet in G2:
[403] crispr
[333] #crispr
[127] editing
[90] technology
[82] companies
[74] gene
[71] nobel
[71] elonmusk
[62] cas9
[62] beam

Top Words in Tweet in G3:
[264] crispr
[235] banfieldjill
[234] major
[234] unlock
[234] potential
[202] #newmetacrispr
[201] empowered
[201] metagenomics
[201] ve
[201] hoping

Top Words in Tweet in G4:
[190] crispr
[101] #crispr
[79] editing
[72] orbitalaika_tve
[43] cas9
[40] genbio
[39] gene
[34] helenaarlequino
[30] community
[28] mojica

Top Words in Tweet in G5:
[167] crispr
[92] naturebiotech
[92] edited
[85] market
[83] first
[79] gaba
[79] enriched
[79] tomato
[79] food
[79] enter

Top Words in Tweet in G6:
[180] crispr
[164] youtube
[116] future
[114] bek
[114] lover
[114] returns
[114] cern
[114] past
[114] predictions
[114] mscs

Top Words in Tweet in G7:
[120] crispr
[56] cas9
[45] researchers
[44] clinical
[44] 2022
[43] leading
[43] name
[43] anticipated
[42] naturemedicine
[37] natureportfolio

Top Words in Tweet in G8:
[81] crispr
[27] #crispr
[24] vivo
[22] #ash21
[21] first
[20] cancer
[19] cell
[17] gene
[16] clinical
[16] trial

Top Words in Tweet in G9:
[95] crispr
[28] gene
[28] editing
[27] #crispr
[27] crops
[26] time
[25] geneticliteracy
[24] viewpoint
[24] argument
[24] little

Top Words in Tweet in G10:
[33] crispr
[16] mojica
[14] francis
[13] nobelprize
[11] zhangf
[11] fpa
[8] e__charpentier
[7] michaelmina_lab
[7] casareal
[6] sherlock

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[659] crispr,cas9
[539] gene,editing
[274] crispr,potential
[271] major,unlock
[271] unlock,crispr
[269] banfieldjill,major
[238] using,crispr
[229] potential,empowered
[229] empowered,metagenomics
[229] metagenomics,#newmetacrispr

Top Word Pairs in Tweet in G1:
[180] crispr,cas9
[93] gene,editing
[81] disease,within
[81] designer,babies
[80] babies,eliminating
[80] eliminating,sickness
[80] sickness,disease
[80] within,human
[80] human,reach
[69] using,crispr

Top Word Pairs in Tweet in G2:
[56] gene,editing
[51] nobel,prize
[49] jennifer,doudna
[47] #crispr,technology
[46] completed,phd
[46] phd,nobel
[43] generation,#crispr
[43] janiceschen,completed
[42] technology,age
[42] age,30

Top Word Pairs in Tweet in G3:
[234] major,unlock
[234] unlock,crispr
[234] crispr,potential
[232] banfieldjill,major
[201] potential,empowered
[201] empowered,metagenomics
[201] metagenomics,#newmetacrispr
[201] #newmetacrispr,ve
[201] ve,hoping
[201] hoping,see

Top Word Pairs in Tweet in G4:
[42] crispr,cas9
[32] gene,editing
[27] francisco,mojica
[26] 90,microbiólogo
[26] microbiólogo,universidad
[26] universidad,alicante
[26] alicante,francisco
[26] mojica,primero
[26] primero,detectar
[26] detectar,mecanismo

Top Word Pairs in Tweet in G5:
[86] crispr,edited
[79] gaba,enriched
[79] enriched,tomato
[79] tomato,first
[79] first,crispr
[79] edited,food
[79] food,enter
[79] enter,market
[79] market,emwaltz
[78] naturebiotech,gaba

Top Word Pairs in Tweet in G6:
[114] bek,lover
[114] lover,returns
[114] returns,crispr
[114] crispr,cern
[114] cern,past
[114] past,future
[114] future,predictions
[114] predictions,mscs
[114] mscs,media
[114] media,#138

Top Word Pairs in Tweet in G7:
[44] crispr,cas9
[43] leading,researchers
[43] researchers,name
[43] name,anticipated
[25] anticipated,clinical
[25] clinical,trial
[25] trial,2022
[24] naturemedicine,asked
[24] asked,leading
[24] 2022,range

Top Word Pairs in Tweet in G8:
[17] vivo,crispr
[14] clinical,trial
[13] ciampricottim,validates
[13] validates,first
[13] first,fusion
[13] fusion,oncogene
[13] oncogene,small
[13] small,cell
[13] cell,lung
[13] lung,cancer

Top Word Pairs in Tweet in G9:
[24] little,modern
[24] modern,life
[24] life,natural
[24] natural,time
[24] time,over
[23] viewpoint,argument
[23] argument,crispr
[23] crispr,crops
[23] crops,'very
[23] 'very,little

Top Word Pairs in Tweet in G10:
[13] francis,mojica
[7] zhangf,francis
[7] fpa,nobelprize
[4] genoma,crispr
[4] crispr,sherlock
[4] casareal,fpa
[3] covid,19
[3] mojica,crispr
[3] e__charpentier,doudna_lab
[3] crispr,cas9

Top Replied-To
Top Replied-To in Entire Graph:
@antalyailtarim
@elonmusk
@hassanaesthetic
@biotech2k1
@yaireinhorn
@crisprvision
@natharooni
@wintonark
@ramialisaab
@zhu_peixin

Top Replied-To in G2:
@elonmusk
@hassanaesthetic
@biotech2k1
@yaireinhorn
@crisprvision
@natharooni
@zhu_peixin
@wintonark
@lexfridman
@emmetpeppers

Top Replied-To in G4:
@euroseedseu
@geneeditingde
@veritas77330329
@flhs_hillis1

Top Replied-To in G5:
@eben_kirksey
@c_g_s
@metricausa
@marscrumbs
@hankgreelylsju

Top Replied-To in G6:
@maxlizard1

Top Replied-To in G7:
@mikemmolnar
@vectorgen
@briandilkes

Top Replied-To in G8:
@bidolinicola
@thabaas
@martinasisters
@ciampricottim
@lukeduke1268
@titostiles
@armanchester
@kathmlee1
@melandart
@merogenomics

Top Replied-To in G9:
@noahpinion
@drrscully
@th3milkman
@mem_somerville
@forscherrobert
@acratagorgona
@sorceressofmath
@ffarfellows

Top Replied-To in G10:
@casareal
@prezxijinping
@michaelmina_lab
@rashtrapatibhvn
@drtedros
@zapateroantonio
@sanchezcastejon
@weilinkuang
@e__charpentier
@bob_wachter

Top Mentioned
Top Mentioned in Entire Graph:
@banfieldjill
@youtube
@mscsmedia
@naturebiotech
@cpajim2021
@emwaltz
@orbitalaika_tve
@_whitneywebb
@doudna_lab
@gotruvay

Top Mentioned in G1:
@jeanrossignol
@engineersbot
@keystonesymp
@cureraredisease
@ab_news_science
@jakebluesiii
@thatguybloke
@georgementz
@pdx_trader

Top Mentioned in G2:
@doudna_lab
@janiceschen
@yaireinhorn
@clinicalomics
@igisci
@elonmusk
@biotech2k1
@crisprvision
@wintonark
@ucberkeley

Top Mentioned in G3:
@banfieldjill
@cedricfeschotte
@kellogg_liz
@naturemicrobiol
@joebondydenomy
@boniellojamie
@mammothbiosci
@ucberkeley
@banfieldlab
@doudna_lab

Top Mentioned in G4:
@orbitalaika_tve
@genbio
@helenaarlequino
@lifeboathq
@lluismontoliu
@farmagemma
@sombradoble
@geneeditingde
@kevinadavies
@anoveobtentores

Top Mentioned in G5:
@naturebiotech
@emwaltz
@gmwatch
@eben_kirksey
@pnasnews
@theethicsclub
@hankgreelylsju
@lexikon1
@testbiotech
@geochurch

Top Mentioned in G6:
@youtube
@mscsmedia
@ieslasmusas
@riddlemethat14
@sylviechrist7
@rdiasdevivar
@lluismontoliu
@cswarketatora
@daniverdouw
@berryjarrid95

Top Mentioned in G7:
@naturemedicine
@natureportfolio
@naturecomms
@techinsider
@omar_akbari_
@binmohammed07
@biorxivpreprint
@synthego
@lab_turner
@perrimonlab

Top Mentioned in G8:
@charlesrudin
@ciampricottim
@crisprmedicine
@natrevclinoncol
@harvardmed
@rodriguelab
@usherbrooke
@ash_hematology
@kqedforum
@ucsfbenioffoak

Top Mentioned in G9:
@geneticliteracy
@scienceally
@prometheusgreen
@singhjyotirmai
@rickilewis
@synbiobeta
@ucdavis
@plos
@ucdaviscaes
@finklab

Top Mentioned in G10:
@nobelprize
@zhangf
@fpa
@e__charpentier
@michaelmina_lab
@lluismontoliu
@rapidtests
@doudna_lab
@algore
@casareal

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@alerttrade
@tokoroten510
@zyiteblog
@edinburghwatch
@zyitegadgets
@gambiste1
@world_news_eng
@tickeron

Top Tweeters in G1:
@alerttrade
@tickeron
@andyvermaut
@jacekwierzbicki
@crweworld
@newsfilterio
@schestowitz
@stigmabase
@2nn_newsplus
@by_ukraine

Top Tweeters in G2:
@gambiste1
@rosenchild
@artificialbra1n
@seekingalpha
@rin_me
@calcaware
@toramomo_tweet
@bbcnews
@forbes
@djwarrenyoung

Top Tweeters in G3:
@pfanderson
@kentbottles
@janasainikudu5
@biomickwatson
@channel6392
@bicidiario
@pseudo_sapiens
@carlzimmer
@b_holmer
@shyquads

Top Tweeters in G4:
@kaluapiscis
@mark45dominic
@montllo
@hubbucket
@bbcworld
@rtve
@gdorn1
@mosestamakloe
@amainsight
@soyelah

Top Tweeters in G5:
@jimmyroybloom
@riyadhalrifai
@dlhampton
@saucedbysally
@cclark112263
@zanaines
@vgnnutrition46
@johnkenten
@_a_muse
@roseleomusk

Top Tweeters in G6:
@rdiasdevivar
@cheeers1
@quaalude714
@montanarealtyc1
@daca_guatu
@195203
@hosbetul
@cyndavi
@cswarketatora
@worldwatchman

Top Tweeters in G7:
@world_news_eng
@cipherequality
@jchrispires
@jaimededevangel
@tti_jazz
@elkequedejoe
@biorxivpreprint
@techaggreg
@eduardoarmienta
@samadovaabditch

Top Tweeters in G8:
@helperstream
@a_meluzzi
@fmmosca
@msep0003
@gabriellawest
@ladyonorato
@kqedscience
@g23mld
@jsteward2930
@zombiebuster5

Top Tweeters in G9:
@guardian
@net2ayurveda
@noahpinion
@jaswtaylor1
@macilree
@sandersseanergy
@smithsonianmag
@claytonrobins
@prometheusgreen
@mem_somerville

Top Tweeters in G10:
@mariaressa
@karaswisher
@moonalice
@velardedaoiz2
@zlj517
@chenweihua
@philipp08767899
@hoffsbeefs
@benioff
@santi_abascal


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