CRISPR, Twitter, 11/30/2021 4:36:21 PM, 267265


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CRISPR_2021-11-30_04-16-02.xlsx
CRISPR_2021-11-30_04-16-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2021
Short Description:
CRISPR via NodeXL https://bit.ly/3D9rM3u
@crisprvision
@naturebiotech
@gaetanburgio
@metricausa
@hassanaesthetic
@lluismontoliu
@gmwatch
@philipp08767899
@yaireinhorn
@eben_kirksey

Top hashtags:
#crispr
#lncrna
#ccp
#pla
#dna
#geneediting
#thebitsons
#nft
#biotech

Description:
Description
The graph represents a network of 7,658 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, 30 November 2021 at 12:32 UTC.

The requested start date was Tuesday, 30 November 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 12-day, 4-hour, 20-minute period from Wednesday, 17 November 2021 at 20:40 UTC to Tuesday, 30 November 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 : 7658
Unique Edges : 5081
Edges With Duplicates : 9828
Total Edges : 14909
Number of Edge Types : 5
Retweet : 3994
Tweet : 2125
MentionsInRetweet : 5205
Mentions : 2524
Replies to : 1061
Self-Loops : 2205
Reciprocated Vertex Pair Ratio : 0.0303741363577109
Reciprocated Edge Ratio : 0.0589574898785425
Connected Components : 1724
Single-Vertex Connected Components : 842
Maximum Vertices in a Connected Component : 3268
Maximum Edges in a Connected Component : 8545
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.811279
Graph Density : 0.000134794732895812
Modularity : 0.541437
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,658 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, 30 November 2021 at 12:32 UTC.

The requested start date was Tuesday, 30 November 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 12-day, 4-hour, 20-minute period from Wednesday, 17 November 2021 at 20:40 UTC to Tuesday, 30 November 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:
[64] https://www.nature.com/articles/doi:10.1038/s41587-021-01138-5.epdf?sharing_token=1YGOEeKnNX8d5pu48IpBhdRgN0jAjWel9jnR3ZoTv0NNElsST_m-lHX6TISZ2bC7ne0vgG_GEn0PhMEtEfln32VI6PCZRWuboZCnANRsRLQ5rdmdkqhyaoSS5eYzmzdVHJhIGORb01DtnOCvJXAJ7JO839_E83XiE9PjJ_3LQu0%3D
[61] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-021-04109-7
[42] https://www.lifescience-graduateschool.uzh.ch/en/application.html
[35] 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/
[29] https://www.drugtargetreview.com/news/99554/positive-pre-clinical-results-for-crispr-based-hiv-therapy/
[28] https://www.gotruvay.com
[28] https://www.foreignaffairs.com/articles/world/2021-11-17/crispr-and-climate
[23] https://www.nature.com/articles/doi:10.1038/s41564-021-00996-8.epdf?sharing_token=a1d08m-bKfUwg8NGaSRtidRgN0jAjWel9jnR3ZoTv0NzbdO1Hrhq2VHa0KsflcHe9Z9ewcaCPNfQsOC9xgdiF5WLb-dlhkj9PPkGZSPhVI2ZCdXntK1fnRxxJNPSCE09sHKVt1hnVjUITapYj_r0FTsr8MD6566cberOZ-STW_4%3D
[19] https://www.ucsf.edu/news/2021/11/421846/infecting-gut-microbes-crispr-loaded-virus-demonstrates-potential-microbiome
[17] 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 G1:
[35] 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://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01138-5
[12] https://www.sciencedaily.com/releases/2021/11/211118061556.htm
[10] https://www.sciencedaily.com/releases/2021/11/211118061556.htm?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.foreignaffairs.com/articles/world/2021-11-17/crispr-and-climate
[6] https://www.youtube.com/watch?v=ce7rhjSLIWc&feature=youtu.be

[5] https://www.gmwatch.org/en/news/latest-news/19934-crispr-gene-editing-causes-whole-chromosome-loss
[5] https://www.tradeideashq.com/stocks/crsp?source=twitter-income
[5] https://newatlas.com/medical/gut-microbiome-crispr-gene-editing/
[5] https://www.labroots.com/trending/genetics-and-genomics/21783/crispr-based-technique-antibiotics

Top URLs in Tweet in G2:
[5] https://www.bioworld.com/articles/513523-ers-genomics-granted-crispr-cas9-patent-in-china?v=preview
[3] https://crisprtx.gcs-web.com/news-releases/news-release-details/crispr-therapeutics-announces-fda-regenerative-medicine-advanced
[3] https://www.youtube.com/watch?v=Lcw9MxiLOhA&feature=youtu.be

[3] https://seekingalpha.com/amp/article/4458407-crispr-therapeutics-ag-crsp-ceo-samarth-kulkarni-presents-chardans-5th-annual-genetic
[3] https://www.eventbrite.co.uk/e/genomics-lite-crispr-in-focus-tickets-167865280573
[3] https://www.talkingbiotechpodcast.com/319-reprogramming-t-cells-for-immunotherapies/
[2] https://www.youtube.com/watch?v=-6aWx2OJaBY&feature=youtu.be

[2] https://www.drugtargetreview.com/news/99554/positive-pre-clinical-results-for-crispr-based-hiv-therapy/
[2] https://seekingalpha.com/article/4471216-crisprs-life-saving-technology-with-massive-potential?source=feed_f&utm_campaign=twitter_automated&utm_content=article&utm_medium=social&utm_source=twitter_automated
[2] https://www.pioneeringminds.com/infecting-gut-microbes-crispr-loaded-virus/

Top URLs in Tweet in G4:
[38] https://www.lifescience-graduateschool.uzh.ch/en/application.html
[21] https://www.nature.com/articles/doi:10.1038/s41564-021-00996-8.epdf?sharing_token=a1d08m-bKfUwg8NGaSRtidRgN0jAjWel9jnR3ZoTv0NzbdO1Hrhq2VHa0KsflcHe9Z9ewcaCPNfQsOC9xgdiF5WLb-dlhkj9PPkGZSPhVI2ZCdXntK1fnRxxJNPSCE09sHKVt1hnVjUITapYj_r0FTsr8MD6566cberOZ-STW_4%3D
[4] https://www.pnas.org/content/118/49/e2112279118
[3] https://www.biorxiv.org/cgi/content/short/2021.11.23.469693v1
[3] https://www.biorxiv.org/cgi/content/short/2021.11.28.470285v1
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-021-00996-8
[2] https://www.biorxiv.org/cgi/content/short/2021.11.28.469740v1
[2] https://www.nature.com/articles/doi:10.1038/s41551-021-00760-7.epdf?sharing_token=sSZueidv2kKWfE3133cZE9RgN0jAjWel9jnR3ZoTv0Ncev_mOfo4C8kP6Q0A41-Z-E0iSX2awV6GpvO6dTMr8f6YdBGQ7OnrjSpOcDPKqNyeb1n5eDCcFi09aLbzdRf4bwOiqfG5fc0GKZdaN8Ggtxgua4-7T-L2Aou-WCPo-Y4%3D
[2] https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkab1065/6430490?fbclid=IwAR2td9KCtemUAVq4FaQ5q1esUZqY1fr9jD0Vi8ngChHz8jZSDlf-Jan4FVo
[1] https://www.biorxiv.org/cgi/content/short/2021.11.16.468903v1

Top URLs in Tweet in G5:
[4] https://www.pnas.org/content/118/47/e2118540118?cct=1971&utm_source=twitter&utm_medium=social&utm_term=pnasnews&utm_content=5dc759f0-feb7-4733-88a6-92ddaad41332&utm_campaign=hootsuite
[3] https://www.nature.com/articles/s41467-021-27190-y
[3] https://twitter.com/Addgene/status/1463411559326175238
[3] https://www.pnas.org/page/media/podcasts?utm_source=twitter&utm_medium=social&utm_term=pnasnews&utm_content=993904fe-5c57-4419-97c0-1e26bed3453a&utm_campaign=hootsuite#crispr
[3] https://www.news-medical.net/news/20211118/New-insights-on-the-link-between-CRISPR-p53-gene-and-mutated-cancer-cells.aspx
[2] https://www.nature.com/articles/s41467-021-27139-1
[2] https://www.science.org/content/article/microbes-mystery-dna-helps-defeat-viruses-and-has-genome-editing-potential?utm_campaign=NewsfromScience&utm_source=Social&utm_medium=Twitter
[2] https://www.science.org/content/article/crispr-helps-blind-woman-see-doesn-t-help-all-patients?utm_campaign=NewsfromScience&utm_source=Social&utm_medium=Twitter
[2] https://biocytogen.com/gene-editing/
[1] https://academic.oup.com/genetics/advance-article-abstract/doi/10.1093/genetics/iyab196/6420709?redirectedFrom=fulltext

Top URLs in Tweet in G6:
[48] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-021-04109-7
[10] https://www.biorxiv.org/content/10.1101/2021.11.23.469762v1
[2] https://www.embopress.org/doi/full/10.15252/embr.202153054?cookieSet=1
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-021-03520-4
[2] https://endpts.com/exclusive-big-name-academics-and-investors-are-quietly-preparing-a-slate-of-new-epigenome-editing-companies/
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Ftrends%2Fgenetics%2Ffulltext%2FS0168-9525%2821%2900233-X&rc=0
[1] https://twitter.com/jijzarco/status/1462365554459750400
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell-systems%2Ffulltext%2FS2405-4712%2821%2900419-1%3F_returnURL%3Dhttps%253A%252F%252Flinkinghub.elsevier.com%252Fretrieve%252Fpii%252FS2405471221004191%253Fshowall%253Dtrue&rc=0
[1] https://www.thermofisher.com/us/en/home/life-science/genome-editing/geneart-crispr/invitrogen-truedesign-genome-editor.html
[1] https://twitter.com/thewizardofmars/status/1463505577590591493

Top URLs in Tweet in G7:
[6] https://ipscell.com/2021/11/regenerative-reads-3-crispr-babies-fda-warning-diabetes-pubs/
[6] https://www.genengnews.com/crispr/crispr-cas9-gene-editing-may-select-for-cells-with-cancer-related-mutations/?utm_content=187534997&utm_medium=social&utm_source=twitter&hss_channel=tw-1195260154318610432
[2] https://apple.news/Ag6MI4MLfSnegFdB_TQFbhw
[2] https://www.warpnews.org/food-tech/crispr-provides-more-sustainable-potatoes/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-021-04109-7
[1] https://www.id-hub.com/2021/11/22/crispr-based-diagnostics-expanding-toolbox-covid-19/?utm_content=188492814&utm_medium=social&utm_source=twitter&hss_channel=tw-792029764525711360
[1] http://ipscell.com/2021/11/regenerative-reads-3-crispr-babies-fda-warning-diabetes-pubs/
[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
[1] https://stemcellsjournals.onlinelibrary.wiley.com/doi/10.1002/stem.3373
[1] https://www.scbt.com/home

Top URLs in Tweet in G8:
[18] https://www.foreignaffairs.com/articles/world/2021-11-17/crispr-and-climate
[9] https://geneticliteracyproject.org/2021/11/23/the-perfect-grain-for-the-perfect-beer-how-crispr-could-improve-barley-crops/
[5] https://www.foreignaffairs.com/articles/world/2021-11-17/crispr-and-climate?utm_source=twitter_posts&utm_medium=social&utm_campaign=tw_daily_soc
[4] https://www.foreignaffairs.com/articles/world/2021-11-17/crispr-and-climate?utm_medium=social&utm_source=twitter_posts&utm_campaign=tw_daily_soc
[3] https://geneticliteracyproject.org/2021/11/23/the-perfect-grain-for-the-perfect-beer-how-crispr-could-improve-barley-crops/?utm_medium=Social&utm_source=Twitter#Echobox=1637646078-1
[3] https://www.isaaa.org/kc/cropbiotechupdate/article/default.asp?ID=19119#.YZ5mo06g3bR.twitter
[3] https://geneticliteracyproject.org/2021/08/11/viewpoint-carbon-preserving-regenerative-agriculture-inextricably-linked-to-crispr-and-gene-edited-crops/
[3] https://www.isaaa.org/kc/cropbiotechupdate/article/default.asp?ID=19119#.YZ4016QeUWE.twitter
[2] https://www.chilebio.cl/2021/07/14/dulce-exito-primer-mejoramiento-genetico-de-precision-en-cana-de-azucar-mediante-crispr-cas9/
[2] https://www.foreignaffairs.com/articles/world/2021-11-17/crispr-and-climate?utm_medium=social

Top URLs in Tweet in G9:
[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://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://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-021-04109-7
[1] https://www.sauvageaulab.org/
[1] https://pubs.rsc.org/en/content/articlelanding/2021/CS/D1CS00098E
[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://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01138-5
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fimmunity%2Fpdf%2FS1074-7613%2821%2900001-7.pdf&rc=0

Top URLs in Tweet in G10:
[58] https://www.nature.com/articles/doi:10.1038/s41587-021-01138-5.epdf?sharing_token=1YGOEeKnNX8d5pu48IpBhdRgN0jAjWel9jnR3ZoTv0NNElsST_m-lHX6TISZ2bC7ne0vgG_GEn0PhMEtEfln32VI6PCZRWuboZCnANRsRLQ5rdmdkqhyaoSS5eYzmzdVHJhIGORb01DtnOCvJXAJ7JO839_E83XiE9PjJ_3LQu0%3D
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-021-04109-7
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell-reports%2Ffulltext%2FS2211-1247%2821%2901403-0%3F_returnURL%3Dhttps%253A%252F%252Flinkinghub.elsevier.com%252Fretrieve%252Fpii%252FS2211124721014030%253Fshowall%253Dtrue&rc=0
[2] https://www.nature.com/articles/doi:10.1038/s41586-021-04109-7.epdf?sharing_token=zFXj6qitRmT3hyJc4cRYytRgN0jAjWel9jnR3ZoTv0MS461odJyW_R6orYPuc1qjQkgZsYE83ZV4IqOfRmIsuTyOCx847UMZr4bTXerUivMbIBZbF0-mcJJWZcxpFb9d4NzU4yp-pykjqBIoSgeLNFrFp3EL7nvQKMucq_heknA%3D
[1] https://www.biorxiv.org/cgi/content/short/2021.11.28.470285v1
[1] https://www.nature.com/articles/s41587-021-01059-3
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41477-021-01019-4
[1] https://www.nature.com/articles/s41587-021-01009-z
[1] https://www.nature.com/articles/s41587-021-01138-5
[1] https://www.nature.com/articles/doi:10.1038/s41587-021-01138-5.epdf?sharing_token=9_4FVbHicH8RGjMsmCPcDNRgN0jAjWel9jnR3ZoTv0NNElsST_m-lHX6TISZ2bC7ne0vgG_GEn0PhMEtEfln32VI6PCZRWuboZCnANRsRLQ7UXsWcyCUmqUsZHDOsny1Yxm9P8BYTM7Ah6pckNZJufrw2TpE_B7Y-GZgiHedUDw%3D

Top Domains
Top Domains in Tweet in Entire Graph:
[297] nature.com
[257] twitter.com
[114] youtube.com
[79] nih.gov
[59] biorxiv.org
[47] foreignaffairs.com
[42] uzh.ch
[37] alphagalileo.org
[35] mindinghearts.com
[34] drugtargetreview.com

Top Domains in Tweet in G1:
[73] twitter.com
[35] mindinghearts.com
[31] nature.com
[26] sciencedaily.com
[25] youtube.com
[15] nih.gov
[13] fastcompany.com
[10] foreignaffairs.com
[10] biorxiv.org
[8] newscientist.com

Top Domains in Tweet in G2:
[23] twitter.com
[13] youtube.com
[10] nature.com
[6] seekingalpha.com
[5] drugtargetreview.com
[5] nih.gov
[5] bioworld.com
[4] gcs-web.com
[4] pioneeringminds.com
[4] crisprmedicinenews.com

Top Domains in Tweet in G4:
[38] nature.com
[38] uzh.ch
[13] biorxiv.org
[5] twitter.com
[4] pnas.org
[4] oup.com
[2] acs.org
[1] labroots.com
[1] asm.org
[1] phys.org

Top Domains in Tweet in G5:
[13] twitter.com
[12] nature.com
[10] pnas.org
[10] addgene.org
[4] science.org
[4] biorxiv.org
[3] doi.org
[3] news-medical.net
[2] youtube.com
[2] biocytogen.com

Top Domains in Tweet in G6:
[52] nature.com
[10] biorxiv.org
[4] twitter.com
[4] nih.gov
[3] elsevierhealth.com
[2] embopress.org
[2] endpts.com
[1] thermofisher.com
[1] acs.org
[1] wiley.com

Top Domains in Tweet in G7:
[7] ipscell.com
[7] genengnews.com
[6] twitter.com
[4] synthego.com
[3] apple.news
[2] nature.com
[2] scbt.com
[2] warpnews.org
[2] youtube.com
[1] id-hub.com

Top Domains in Tweet in G8:
[33] foreignaffairs.com
[25] geneticliteracyproject.org
[6] isaaa.org
[6] twitter.com
[3] wiley.com
[2] youtube.com
[2] innovature.com
[2] chilebio.cl
[1] nature.com
[1] slate.com

Top Domains in Tweet in G9:
[5] nature.com
[1] sauvageaulab.org
[1] rsc.org
[1] elsevierhealth.com

Top Domains in Tweet in G10:
[73] nature.com
[2] elsevierhealth.com
[2] twitter.com
[1] biorxiv.org
[1] transistor.fm
[1] apple.com
[1] rdcu.be
[1] threadreaderapp.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1265] crispr
[115] lncrna
[71] ccp
[70] pla
[59] dna
[55] geneediting
[52] thebitsons
[50] nft
[46] biotech
[43] gentechnik



Top Hashtags in Tweet in G1:
[137] crispr
[15] biotech
[10] dna
[9] science
[8] covid19
[7] research
[7] technology
[6] geneediting
[6] genetherapy
[5] cancer

Top Hashtags in Tweet in G2:
[157] crispr
[19] fintwit
[18] genomics
[11] investor
[10] geneediting
[9] dna
[9] genetherapy
[7] rna
[6] attr
[6] synbio

Top Hashtags in Tweet in G4:
[76] crispr
[9] biorxiv
[8] faobmb2021
[3] phage
[2] seimcdivulgacion
[2] pizza
[2] picnic
[2] covid19
[2] covid
[1] sysu

Top Hashtags in Tweet in G5:
[121] crispr
[33] bioorthogonal
[33] lipidtime
[11] sciencemagarchives
[7] bioengineering
[4] geneediting
[4] humangenomeediting
[4] drugdesign
[4] weillwednesday
[3] lentiviral

Top Hashtags in Tweet in G6:
[20] crispr
[9] cancer
[6] ipscs
[4] synbio
[4] unicron
[1] science
[1] genetics
[1] lncrna
[1] depmap
[1] geneediting

Top Hashtags in Tweet in G7:
[56] crispr
[8] nsc
[5] tigemseminar
[5] womeninstem
[4] covid19
[4] genetics
[3] sensr
[3] pathogens
[3] geneediting
[3] research

Top Hashtags in Tweet in G8:
[9] crispr
[8] climatechange
[8] deforestation
[4] climatecrisis
[2] geneediting
[1] europe
[1] farming
[1] science
[1] biotecnología
[1] biotechforgood

Top Hashtags in Tweet in G9:
[111] lncrna
[5] crispr
[4] lncrnas
[4] noncoding
[4] rnatherapy
[4] nanopore
[1] genomeediting
[1] postdoc
[1] phd

Top Hashtags in Tweet in G10:
[4] nbthighlight
[3] crispr
[1] biorxiv
[1] cytomegalovirus

Top Words
Top Words in Tweet in Entire Graph:
[4704] crispr
[1261] #crispr
[898] gene
[832] editing
[819] cas9
[406] cells
[404] technology
[353] using
[345] more
[314] cell

Top Words in Tweet in G1:
[828] crispr
[171] gene
[144] editing
[137] #crispr
[123] cas9
[82] cells
[78] human
[68] cancer
[63] technology
[61] therapeutics

Top Words in Tweet in G2:
[277] crispr
[156] #crispr
[58] yaireinhorn
[58] gene
[55] more
[50] ntla
[49] editing
[45] therapy
[45] cell
[44] crsp

Top Words in Tweet in G3:
[238] 10
[238] yılda
[238] başta
[238] google
[238] olmak
[238] üzere
[238] teknopoli
[238] devlerinin
[238] dikkatini
[238] çeken

Top Words in Tweet in G4:
[199] crispr
[76] #crispr
[69] phage
[60] pyogenes
[56] rna
[51] directly
[51] work
[44] lab
[42] gaetanburgio
[41] wild

Top Words in Tweet in G5:
[196] crispr
[121] #crispr
[60] من
[54] naturecomms
[54] في
[53] paper
[52] published
[49] editing
[46] cas9
[38] addgene

Top Words in Tweet in G6:
[187] crispr
[143] screens
[104] cas9
[95] stem
[94] neural
[83] cells
[82] work
[63] brunetlab
[63] old
[60] boost

Top Words in Tweet in G7:
[87] crispr
[56] #crispr
[50] started
[50] 20
[50] years
[50] ago
[50] nov
[50] 21
[50] 2001
[50] ruud

Top Words in Tweet in G8:
[149] crispr
[93] editing
[87] gene
[69] foreignaffairs
[59] emmakovak
[46] agriculture
[44] using
[44] farming
[44] technology
[41] production

Top Words in Tweet in G9:
[115] vivo
[111] know
[111] over
[111] 40
[111] #lncrna
[111] mouse
[111] models
[111] dandergassen
[111] tried
[111] best

Top Words in Tweet in G10:
[129] crispr
[92] children
[85] naturebiotech
[72] metricausa
[68] years
[67] story
[64] three
[59] latest
[59] making
[58] thank

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[677] crispr,cas9
[536] gene,editing
[241] 10,yılda
[241] yılda,başta
[241] başta,google
[241] google,olmak
[241] olmak,üzere
[241] üzere,teknopoli
[241] teknopoli,devlerinin
[241] devlerinin,dikkatini

Top Word Pairs in Tweet in G1:
[111] gene,editing
[108] crispr,cas9
[72] crispr,gene
[55] crispr,therapeutics
[42] cancer,cells
[41] link,between
[41] mutated,cancer
[37] findings,link
[37] between,crispr
[36] editing,mutated

Top Word Pairs in Tweet in G2:
[33] regenerative,medicine
[32] granted,regenerative
[32] designation,ctx110
[30] medicine,advanced
[30] advanced,therapy
[29] rmat,designation
[28] fda,granted
[26] therapy,rmat
[24] pleased,announce
[24] announce,fda

Top Word Pairs in Tweet in G3:
[238] 10,yılda
[238] yılda,başta
[238] başta,google
[238] google,olmak
[238] olmak,üzere
[238] üzere,teknopoli
[238] teknopoli,devlerinin
[238] devlerinin,dikkatini
[238] dikkatini,çeken
[238] çeken,hayat

Top Word Pairs in Tweet in G4:
[38] excited,crispr
[38] crispr,rna
[38] rna,interested
[38] interested,doing
[38] doing,phd
[38] phd,apply
[38] apply,directly
[37] martinjinek,excited
[33] wild,marraffini's
[33] marraffini's,lab

Top Word Pairs in Tweet in G5:
[34] crispr,screening
[34] discover,regulators
[33] paper,applied
[33] applied,#bioorthogonal
[33] #bioorthogonal,#lipidtime
[33] #lipidtime,imaging
[33] imaging,methods
[33] methods,crispr
[33] screening,discover
[32] published,naturecomms

Top Word Pairs in Tweet in G6:
[102] crispr,cas9
[94] neural,stem
[93] cas9,screens
[79] stem,cells
[60] old,brains
[59] boost,neural
[58] thrilled,report
[58] report,latest
[58] latest,work
[58] work,crispr

Top Word Pairs in Tweet in G7:
[50] started,20
[50] 20,years
[50] years,ago
[50] ago,nov
[50] nov,21
[50] 21,2001
[50] 2001,ruud
[50] ruud,jansen
[50] jansen,agrees
[50] agrees,francisco

Top Word Pairs in Tweet in G8:
[75] gene,editing
[39] crispr,gene
[35] editing,technology
[33] organic,farming
[33] climate,change
[25] planned,increase
[25] shrink,cereal
[25] cereal,crop
[25] crop,production
[25] production,21

Top Word Pairs in Tweet in G9:
[111] know,over
[111] over,40
[111] 40,#lncrna
[111] #lncrna,vivo
[111] vivo,mouse
[111] mouse,models
[111] models,dandergassen
[111] dandergassen,tried
[111] tried,best
[111] best,synthesize

Top Word Pairs in Tweet in G10:
[79] crispr,children
[64] three,years
[61] story,naturebiotech
[59] years,making
[58] children,latest
[58] latest,story
[57] naturebiotech,three
[57] making,thank
[56] metricausa,crispr
[56] thank,mu

Top Replied-To
Top Replied-To in Entire Graph:
@biotech2k1
@yaireinhorn
@jairbolsonaro
@elonmusk
@crispr_art
@nakadai_mon
@ladyrocksavage
@cqoicebordel
@crispr_og
@patrick95060013

Top Replied-To in G1:
@nanoputty

Top Replied-To in G2:
@biotech2k1
@yaireinhorn
@elonmusk
@hassanaesthetic
@crisprinvestors
@lecjpok
@crisprtalk
@670rv
@notadiabatic
@a_may_md

Top Replied-To in G4:
@martinjinek
@davidwtaylorjr
@joebondydenomy

Top Replied-To in G5:
@atinygreencell
@malnote
@almoshitya
@umassdiabetes
@binmohammed07
@iamgurusingh
@basktastic
@santacruzbio

Top Replied-To in G6:
@neyinabayim
@sinabooeshaghi

Top Replied-To in G7:
@caroline_bartma

Top Replied-To in G8:
@business
@khefferon
@disclosetv
@foreignaffairs
@thehill
@axios
@asharqnews
@abcnews
@cicirifu
@thebti

Top Replied-To in G10:
@metricausa
@thedrjon
@koja1978
@maedabiotech
@carolferal

Top Mentioned
Top Mentioned in Entire Graph:
@kurtoglukagan
@dandergassen
@noncodarnia
@naturebiotech
@metricausa
@brunetlab
@foreignaffairs
@claremlopez
@docteurgonzo4
@agritof80

Top Mentioned in G1:
@thescorpionphil
@jebbuk
@tentoads4truth
@juangarza13
@carol_cramalho
@hiremaidea
@burdettemdc
@engineersbot
@karenl_phd
@cmencke

Top Mentioned in G2:
@yaireinhorn
@crisprtx
@aurmanark
@hassanaesthetic
@viacyte
@mklugmann
@arkinvest
@jdrf
@biotech2k1
@natharooni

Top Mentioned in G3:
@kurtoglukagan

Top Mentioned in G4:
@gaetanburgio
@martinjinek
@naturemicrobiol
@andrewjvarble
@joepeterslab
@acssynbio
@seimc_
@g1_guillermo
@rafamolinamo
@natbme

Top Mentioned in G5:
@naturecomms
@basktastic
@binmohammed07
@addgene
@newsfromscience
@james_gagnon
@emmanouela_17
@pnasnews
@molnar_lab
@add

Top Mentioned in G6:
@brunetlab
@frezzalab
@ruetz_tyson
@wermeling_lab
@longjiang1988
@karolinskainst
@aginghighlights
@manuelacasasoli
@mitopinionated
@dylanry1937

Top Mentioned in G7:
@kevinadavies
@pknoepfler
@sciencemagazine
@mib_wur
@kiana_aran
@ucdavis
@ladyscientistp1
@nres
@biobeef
@stemcellsjournl

Top Mentioned in G8:
@foreignaffairs
@emmakovak
@agbioworld
@geneticliteracy
@thebti
@scienceally
@jonentine
@atrembath
@okayama_uni
@leahgarden6

Top Mentioned in G9:
@dandergassen
@noncodarnia
@aregenberg
@muinjkhoury
@sauvagem1
@naturerevgenet
@chemsocrev
@immunitycp
@ruetz_tyson
@addgene

Top Mentioned in G10:
@naturebiotech
@metricausa
@delthiaricks
@allofusceo
@kiranmusunuru
@nature
@gaetanburgio
@frezzalab
@drjdennehy

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@threadreaderapp
@edinburghwatch
@gambiste1
@world_news_eng
@andyvermaut
@crweworld
@inabster
@m2bliquis
@_redfrog

Top Tweeters in G1:
@alerttrade
@andyvermaut
@crweworld
@_reality_check_
@newsfilterio
@pairsonnalitesn
@marketcurrents
@flashalert_me
@stigmabase
@lucas_wyrsch

Top Tweeters in G2:
@gambiste1
@seekingalpha
@adamsinger
@tsla__bot
@rainmaker1973
@semmoneglynn
@stonekettle
@wholemarsblog
@markets
@28delayslater

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

Top Tweeters in G4:
@forgerat
@msep0003
@kempo50
@biorxivpreprint
@carlyebaines
@navinpokala
@palmarine128
@surt_lab
@omicsomicsblog
@sheilashin5

Top Tweeters in G5:
@world_news_eng
@rosenchild
@psybrspcsuprstr
@benjamindstone
@fjt
@maniseku
@malnote
@drkynast
@cicciopuz
@botanista___

Top Tweeters in G6:
@myrenekala
@lesleyannirvin1
@neyinabayim
@kon_tessa
@kevinwng
@helloits_adele
@jackjhe42
@arurkuo
@gaksoid
@endpts

Top Tweeters in G7:
@drxaverius
@ayirpelle
@drferdowsi
@darksapiens
@dccc_phd
@cathcoste
@b0tsci
@rainukt
@in_stemm
@profbootyphd

Top Tweeters in G8:
@thehill
@business
@net2ayurveda
@sydnets
@abcnews
@timg33
@jane__eden
@alain_co
@aldavoodi
@apiwenuwen

Top Tweeters in G9:
@erikmaronde
@xenopus007
@bermaninstitute
@biology1802
@ameliacervera
@mydearheidi_
@sbguarch
@thevelvetmeow
@bdean_
@aregenberg

Top Tweeters in G10:
@threadreaderapp
@syawal
@cl2empower
@janasainikudu5
@amainsight
@calzole
@matthewcobb
@skatiq3
@aye_candy
@gorskon