CRISPR, Twitter, 10/26/2021 2:00:54 PM, 264804


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CRISPR_2021-10-26_04-16-01.xlsx
CRISPR_2021-10-26_04-16-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 26, 2021
Short Description:
CRISPR via NodeXL https://bit.ly/3vJZ9bk
@synthego
@crisprjournal
@conchilillo
@urnovfyodor
@monkeyplatillos
@esrawashere
@pcr_hayir
@doudna_lab
@ludgerwess
@philipp08767899

Top hashtags:
#crispr
#worldcrisprday
#geneediting
#genomeediting
#biotech
#dna
#metagenomics

Description:
Description
The graph represents a network of 7,671 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, 26 October 2021 at 11:29 UTC.

The requested start date was Tuesday, 26 October 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 11-day, 20-hour, 8-minute period from Thursday, 14 October 2021 at 03:51 UTC to Tuesday, 26 October 2021 at 00:00 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 : 7671
Unique Edges : 5565
Edges With Duplicates : 10155
Total Edges : 15720
Number of Edge Types : 5
MentionsInRetweet : 5407
Retweet : 3818
Tweet : 2197
Replies to : 1136
Mentions : 3162
Self-Loops : 2278
Reciprocated Vertex Pair Ratio : 0.0359259259259259
Reciprocated Edge Ratio : 0.0693600286020736
Connected Components : 1753
Single-Vertex Connected Components : 853
Maximum Vertices in a Connected Component : 3183
Maximum Edges in a Connected Component : 8844
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.293895
Graph Density : 0.000142615383595611
Modularity : 0.536667
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,671 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, 26 October 2021 at 11:29 UTC.

The requested start date was Tuesday, 26 October 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 11-day, 20-hour, 8-minute period from Thursday, 14 October 2021 at 03:51 UTC to Tuesday, 26 October 2021 at 00:00 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:
[45] https://www.youtube.com/watch?v=jAhjPd4uNFY&feature=youtu.be

[44] https://singularityhub.com/2021/10/19/super-precise-crispr-tool-set-to-tackle-tough-genetic-disorders/
[26] https://atlantico.fr/article/decryptage/la-politisation-de-l-inrae-glyphosate-objectifs-environnementaux-agriculteurs-recherche-choix-politiques-france-gerard-kafadaroff
[23] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment
[22] https://www.statnews.com/2021/10/14/new-crispr-tools-could-fix-diseases-caused-by-large-dna-rearrangements-scientists-report/
[19] https://www.genengnews.com/topics/genome-editing/crispr-screen-and-deep-sequencing-map-dna-repair-landscape-boosting-genome-editing-prospects/
[19] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Ftrends%2Fplant-science%2Ffulltext%2FS1360-1385%2821%2900157-6%3Fdgcid%3Draven_jbs_etoc_email&rc=0
[17] https://phys.org/news/2021-10-tool-ways-crispr-gene-editing-method.html
[16] -
[15] https://newatlas.com/biology/crispr-stem-cell-therapy-lizards-regeneration/

Top URLs in Tweet in G1:
[22] https://singularityhub.com/2021/10/19/super-precise-crispr-tool-set-to-tackle-tough-genetic-disorders/
[17] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment
[10] https://www.bbc.com/news/world-asia-india-54338864
[8] https://www.entrepreneur.com/article/391450?utm_source=dlvr.it&utm_medium=twitter
[8] https://innovature.com/article/making-rice-ready-climate-change?mkt_tok=NDkwLUVIWi05OTkAAAGAPRFrM7qcIySasWJ99Vh7601knM8ER1SZOSbuo6zuu6gT7jOgNltMxvkC42tfD7HRTR2oSB86YmVyKXtbRnsbBZ-r0XAzdjenowwVl_IsDe1C&utm_source=dlvr.it&utm_medium=twitter
[7] https://www.freethink.com/health/crispr-partially-restores-vision-in-colorblind-people
[7] https://www.livescience.com/58790-crispr-explained.html
[6] https://phys.org/news/2021-10-tool-ways-crispr-gene-editing-method.html
[6] https://www.sciencedaily.com/releases/2021/10/211020135926.htm
[5] https://newatlas.com/biology/crispr-stem-cell-therapy-lizards-regeneration/

Top URLs in Tweet in G2:
[15] https://www.statnews.com/2021/10/14/new-crispr-tools-could-fix-diseases-caused-by-large-dna-rearrangements-scientists-report/
[9] https://www.cell.com/molecular-cell/fulltext/S1097-2765(21)00612-2?rss=yes&utm_source=dlvr.it&utm_medium=twitter
[9] https://www.liebertpub.com/toc/crispr/4/5?cookieSet=1
[8] https://phys.org/news/2021-10-tool-ways-crispr-gene-editing-method.html
[7] https://www.statnews.com/2021/10/14/new-crispr-tools-could-fix-diseases-caused-by-large-dna-rearrangements-scientists-report/?utm_content=buffercc047&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic
[5] https://www.princeton.edu/news/2021/10/20/princeton-led-studies-boost-crispr-gene-editing-prospects
[4] https://www.genengnews.com/topics/genome-editing/crispr-screen-and-deep-sequencing-map-dna-repair-landscape-boosting-genome-editing-prospects/
[4] https://www.liebertpub.com/doi/10.1089/crispr.2021.0032?cookieSet=1
[4] https://www.statnews.com/2021/10/12/crispr-therapeutics-car-t-therapy-update/
[4] https://www.consalud.es/pacientes/pacientes-avances/herramienta-permite-mejorar-metodo-edicion-genetica-crispr_104109_102.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1634805091

Top URLs in Tweet in G3:
[26] https://atlantico.fr/article/decryptage/la-politisation-de-l-inrae-glyphosate-objectifs-environnementaux-agriculteurs-recherche-choix-politiques-france-gerard-kafadaroff
[17] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Ftrends%2Fplant-science%2Ffulltext%2FS1360-1385%2821%2900157-6%3Fdgcid%3Draven_jbs_etoc_email&rc=0
[13] https://seppi.over-blog.com/2021/10/consultation-sur-la-legislation-ogm-ngt-la-democratie-sabotee.html
[7] https://seppi.over-blog.com/2021/10/reglementation-des-ogm-faire-preuve-de-realisme-et-de-courage-politique-renverser-la-table.html
[5] https://seppi.over-blog.com/2021/10/consultation-sur-la-legislation-ogm-ngt-l-avis-de-l-ugpban.html
[5] https://allianceforscience.cornell.edu/blog/2021/10/meet-a-crispr-crop-scientist-on-world-crispr-day/
[4] https://agroalimentando.com/nota/12110
[4] https://geneticliteracyproject.org/2021/10/21/glp-podcast-smoking-prevents-covid-crispr-and-nuclear-weapons-bayer-wins-first-glyphosate-case/
[4] https://geneticliteracyproject.org/2021/10/19/video-what-are-the-benefits-and-potential-threats-of-the-crispr-gene-editing-revolution/?utm_medium=Social&utm_source=Twitter#Echobox=1634617571-2
[3] https://seppi.over-blog.com/2021/10/consultation-sur-la-legislation-ogm-ngt-la-contribution-de-saint-louis-sucre.html

Top URLs in Tweet in G4:
[9] https://worldcrisprday.com/s/202140cb69af8d554913c9b88825/home
[7] https://www.youtube.com/watch?v=RNRZchHaKgw&feature=youtu.be

[6] https://www.youtube.com/watch?v=EaPgP8FtB3o&feature=youtu.be

[6] https://www.scientificamerican.com/article/the-dark-side-of-crispr/
[5] https://us02web.zoom.us/meeting/register/tZYkdOyvrjIsGNy4bemilAdsVfNSlbuwBtgc
[4] https://worldcrisprday.com/s/202140cb69af8d554913c9b88825/home?utm_content=180913455&utm_medium=social&utm_source=twitter&hss_channel=tw-760529971
[4] https://worldcrisprday.com/synthego/World-CRISPR-Day-2021
[4] https://www.youtube.com/watch?v=JdMJdTbhLpQ&feature=youtu.be

[3] https://www.youtube.com/watch?v=EaPgP8FtB3o

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


Top URLs in Tweet in G5:
[7] https://epistemturkiye.org/bilim-adamlari-crispr-cas-gen-editleme-metodu-kullanarak-bes-karelik-bir-filmi-dnaya-kaydetmeyi-basardilar/
[2] https://www.youtube.com/watch?v=47pkFey3CZ0

[2] https://www.youtube.com/watch?v=2pp17E4E-O8

[2] https://www.youtube.com/watch?v=TdBAHexVYzc

[1] https://www.nationalgeographic.com/magazine/article/dna-crispr-gene-editing-science-ethics
[1] https://twitter.com/NYTHealth/status/1452330172724744203
[1] https://uskudar.edu.tr/tr/crispr-cas9
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41417-021-00393-7
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41417-021-00366-w

Top URLs in Tweet in G6:
[6] https://www.findaphd.com/phds/project/crispr-based-mitophagy-screens-for-regulators-of-mitochondrial-protein-import-quality-control/?p11630
[3] https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3001428
[1] http://blavatnikawards.org/news/items/uk-based-scientists-receive-480000-prestigious-blavatnik-awards-young-scientists-uk/
[1] https://twitter.com/stinekevanhoute/status/1448380255127982083
[1] https://academic.oup.com/jac/advance-article-abstract/doi/10.1093/jac/dkab368/6382243?redirectedFrom=fulltext
[1] https://dnascience.plos.org/2021/10/21/leaping-lizards-regenerate-limbs-thanks-to-crispr-and-stem-cells/?utm_medium=social&utm_source=twitter&utm_campaign=plosblogs&utm_content=dnascience
[1] https://journals.plos.org/plosone/article?id=10.1371%2Fjournal.pgen.1009740&utm_source=dlvr.it&utm_medium=twitter
[1] https://academic.oup.com/nar/article/49/16/9508/6353812
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-021-99740-9
[1] https://twitter.com/Synthego/status/1448053393168035840

Top URLs in Tweet in G7:
[16] -
[3] 2021
[3] Q4
[3] 10x
[3] https://www.technologyreview.jp/s/132759/genome-engineers-made-more-than-13000-crispr-edits-in-a-single-cell/?utm_source=oldposttweet&utm_medium=social&utm_campaign=RegisteredMembers
[2] https://info.biotechniques.com/btn-nobel-prize-2021-ebook?utm_campaign=BTN
[2] Marketing
[2] Nobel
[2] Prize
[2] https://www.technologyreview.jp/s/157425/dont-change-your-dna-at-home-says-americas-first-crispr-law/?utm_source=oldposttweet&utm_medium=social&utm_campaign=PaidMembers

Top URLs in Tweet in G8:
[2] https://www.gatesnotes.com/
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell%2Ffulltext%2FS0092-8674%2821%2901065-5&rc=0
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01025-z
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01026-y
[1] https://www.statnews.com/2021/10/14/new-crispr-tools-could-fix-diseases-caused-by-large-dna-rearrangements-scientists-report/
[1] https://www.youtube.com/watch?v=ciStnd9Y2ak&feature=youtu.be

[1] https://www.youtube.com/watch?v=ZOoUIlLmxf4&feature=youtu.be

[1] https://www.youtube.com/watch?v=9XSYT2ntDlg&feature=youtu.be

[1] https://www.youtube.com/watch?v=RKh2mi3tsmc&feature=youtu.be

[1] https://www.youtube.com/watch?v=7tcCQo4Niv8&feature=youtu.be


Top URLs in Tweet in G9:
[4] https://www.healio.com/news/hematology-oncology/20211014/crispr-editing-can-produce-lifealtering-changes-in-patient-health-nobel-laureate-says
[2] https://duke.qualtrics.com/jfe/form/SV_bEKXMF9CZMokVcq
[2] https://medx.duke.edu/news-events/news/crispr-tipping-point-qa-nobel-laureate-jennifer-doudna
[2] https://pubmed.ncbi.nlm.nih.gov/34616098/?utm_source=curl&utm_medium=rss&utm_campaign=None&utm_content=1dwOEnJFpGXm0QHHVL_qpIKyt8gwRjUzYxNMj8-1PBGyeC-kLC&fc=None&ff=20211007145152&v=2.15.0
[2] https://als.lbl.gov/news-events/seminars/
[2] https://singularityhub.com/2021/10/19/super-precise-crispr-tool-set-to-tackle-tough-genetic-disorders/
[1] https://twitter.com/DukeMEDx/status/1451251552191197184
[1] https://pubmed.ncbi.nlm.nih.gov/34580310/?utm_source=curl&utm_medium=rss&utm_campaign=None&utm_content=1dwOEnJFpGXm0QHHVL_qpIKyt8gwRjUzYxNMj8-1PBGyeC-kLC&fc=None&ff=20210928075142&v=2.15.0
[1] https://pubmed.ncbi.nlm.nih.gov/34381246/?utm_source=Feedreader&utm_medium=rss&utm_campaign=None&utm_content=1dwOEnJFpGXm0QHHVL_qpIKyt8gwRjUzYxNMj8-1PBGyeC-kLC&fc=None&ff=20210812135508&v=2.14.5
[1] https://careerspub.universityofcalifornia.edu/psp/ucb/EMPLOYEE/HRMS/c/HRS_HRAM.HRS_APP_SCHJOB.GBL?Page=HRS_APP_JBPST&Action=U&FOCUS=Applicant&SiteId=21&JobOpeningId=16210&PostingSeq=1

Top URLs in Tweet in G10:
[4] https://www.nature.com/articles/s41467-021-26097-y
[1] https://bioengineeringcommunity.nature.com/posts/internet-of-bodies-iob-using-crispr-to-electrically-connect-with-and-control-the-genome
[1] https://twitter.com/imatargetoo/status/1450583493751148549
[1] https://www.weforum.org/agenda/2021/04/global-technology-governance-summit-gtgs-future/
[1] https://www.youtube.com/watch?v=YkcaeaD45MY&feature=youtu.be

[1] https://twitter.com/PezntJournalist/status/1437648349998497792?s=20
[1] https://www.testbiotech.org/en/news/unintended-changes-induced-crisprcas-cause-novel-risks
[1] https://www.bfn.de/fileadmin/BfN/presse/2021/Dokumente/2021_10_15_Positionspapier_EN.pdf
[1] https://twitter.com/GMWatch/status/1452186420827856897
[1] https://synbiobeta.com/editas-medicine-receives-the-largest-funding-yet-for-a-crispr-cas9-company-120m/

Top Domains
Top Domains in Tweet in Entire Graph:
[237] twitter.com
[182] youtube.com
[124] nih.gov
[55] statnews.com
[53] nature.com
[51] singularityhub.com
[40] biorxiv.org
[37] liebertpub.com
[35] over-blog.com
[34] mundoagropecuario.net

Top Domains in Tweet in G1:
[69] twitter.com
[35] nih.gov
[27] singularityhub.com
[20] npr.org
[18] youtube.com
[13] linkedin.com
[11] bbc.com
[10] entrepreneur.com
[10] innovature.com
[10] stck.pro

Top Domains in Tweet in G2:
[45] nih.gov
[39] statnews.com
[27] liebertpub.com
[24] twitter.com
[13] cell.com
[13] nature.com
[11] biorxiv.org
[10] phys.org
[9] mammoth.bio
[9] youtube.com

Top Domains in Tweet in G3:
[32] over-blog.com
[26] atlantico.fr
[20] geneticliteracyproject.org
[17] elsevierhealth.com
[15] twitter.com
[7] cornell.edu
[6] europa.eu
[5] agroalimentando.com
[5] innovature.com
[3] nature.com

Top Domains in Tweet in G4:
[41] youtube.com
[27] worldcrisprday.com
[22] twitter.com
[6] synthego.com
[6] scientificamerican.com
[5] zoom.us
[5] innovativegenomics.org
[5] linkedin.com
[4] science.org
[3] geneticliteracyproject.org

Top Domains in Tweet in G5:
[7] epistemturkiye.org
[6] youtube.com
[2] nature.com
[1] nationalgeographic.com
[1] twitter.com
[1] edu.tr

Top Domains in Tweet in G6:
[6] findaphd.com
[5] plos.org
[3] twitter.com
[2] oup.com
[2] sciencedirect.com
[2] wpmucdn.com
[1] blavatnikawards.org
[1] nature.com
[1] royalsocietypublishing.org
[1] liebertpub.com

Top Domains in Tweet in G7:
[5] biotechniques.com
[5] technologyreview.jp
[5] ashg.org
[2] twitter.com
[1] bitesizebio.com
[1] bit.ly
[1] snf.ch
[1] biologists.com
[1] future-science.com
[1] nature.com

Top Domains in Tweet in G8:
[6] youtube.com
[2] nature.com
[2] gatesnotes.com
[1] elsevierhealth.com
[1] statnews.com
[1] rapidtests.org
[1] geneticliteracyproject.org
[1] twitter.com
[1] medium.com

Top Domains in Tweet in G9:
[4] twitter.com
[4] nih.gov
[4] healio.com
[2] qualtrics.com
[2] duke.edu
[2] youtube.com
[2] lbl.gov
[2] engineeringbiologycenter.org
[2] singularityhub.com
[1] universityofcalifornia.edu

Top Domains in Tweet in G10:
[5] nature.com
[3] twitter.com
[1] weforum.org
[1] youtube.com
[1] testbiotech.org
[1] bfn.de
[1] synbiobeta.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1396] crispr
[182] worldcrisprday
[111] geneediting
[75] genomeediting
[66] biotech
[57] dna
[57] metagenomics
[53] genetherapy
[49] gentechnik
[49] phage



Top Hashtags in Tweet in G1:
[123] crispr
[27] biotech
[25] geneediting
[15] eyehealth
[14] inclusion
[14] pwd
[14] disabilityinclusion
[11] genetherapy
[10] healthcare
[9] visionloss

Top Hashtags in Tweet in G2:
[200] crispr
[24] geneediting
[19] genomeediting
[19] genetherapy
[16] attr
[13] worldcrisprday
[10] biotech
[10] investors
[7] celltherapy
[7] hiring

Top Hashtags in Tweet in G3:
[172] crispr
[27] ngt
[27] genomeediting
[26] glyphosate
[26] kafadaroff
[19] ogm
[19] nbt
[18] gentechnik
[10] landwirtschaft
[10] geneediting

Top Hashtags in Tweet in G4:
[143] crispr
[136] worldcrisprday
[11] diseasemodeling
[11] sciart
[8] women
[8] scicomm
[8] sealamprey
[7] genesprout
[7] newgenomictechniques
[7] genomeediting

Top Hashtags in Tweet in G5:
[4] plandemikarşitlarıburada

Top Hashtags in Tweet in G6:
[56] crispr
[30] phage
[7] microber2021
[7] sciart
[7] defence
[7] autophagy
[7] mitophagy
[4] transposon
[3] cas9
[3] plasmid

Top Hashtags in Tweet in G7:
[19] crispr
[6] ashg21
[2] fluorescencemicroscopy
[2] webinar
[2] rnai
[2] library
[2] shrna
[1] nobelprize
[1] nematodes
[1] rna

Top Hashtags in Tweet in G8:
[2] crispr
[1] elsalvador
[1] comisiondelamujer
[1] darwinforus
[1] riidl
[1] bioriidl
[1] research
[1] geneediting
[1] science
[1] biology

Top Hashtags in Tweet in G9:
[51] crispr
[17] nobelprize
[11] geneediting
[10] asrm2021
[6] biombib
[4] pollutionsolution
[4] berkeleylab90
[4] targets21
[3] dna
[3] columbiafertility

Top Hashtags in Tweet in G10:
[21] covid19
[20] dna
[20] vaccines
[7] crispr
[5] wef
[5] 4ir
[1] bioelectronic
[1] biotech
[1] biology
[1] mrna

Top Words
Top Words in Tweet in Entire Graph:
[5063] crispr
[1395] #crispr
[1086] editing
[1079] gene
[1000] dna
[800] cas9
[458] more
[432] using
[417] cell
[386] genome

Top Words in Tweet in G1:
[861] crispr
[223] gene
[201] editing
[130] therapeutics
[123] #crispr
[110] cas9
[74] technology
[63] dna
[59] genetic
[58] crsp

Top Words in Tweet in G2:
[494] crispr
[200] #crispr
[154] editing
[88] gene
[79] vivo
[72] more
[57] dna
[55] natharooni
[55] ntla
[54] company

Top Words in Tweet in G3:
[176] crispr
[172] #crispr
[77] die
[76] editing
[53] gene
[47] cas
[31] wissenschaft
[29] ogm
[29] plants
[27] #ngt

Top Words in Tweet in G4:
[304] crispr
[143] #crispr
[142] synthego
[139] world
[136] #worldcrisprday
[125] day
[67] cell
[52] learn
[51] session
[49] dr

Top Words in Tweet in G5:
[467] dna
[185] crispr
[97] origami
[95] storage
[91] expeditors_4k
[84] devices
[84] bir
[83] computing
[83] programing
[83] teknolojilerinin

Top Words in Tweet in G6:
[97] cas9
[67] crispr
[56] #crispr
[55] kvnforsberg
[41] protein
[35] anti
[35] binding
[32] thanks
[32] see
[32] show

Top Words in Tweet in G7:
[103] using
[102] postdoc
[85] crispr
[69] based
[61] cell
[61] unique
[60] single
[60] exciting
[60] approach
[59] adrianoaguzzi

Top Words in Tweet in G8:
[63] editing
[62] more
[59] very
[59] big
[58] genome
[58] efficiently
[58] scale
[58] 1000s
[58] bases
[58] cure

Top Words in Tweet in G9:
[53] doudna
[51] #crispr
[50] jennifer
[45] crispr
[28] doudna_lab
[28] editing
[26] next
[26] dr
[22] reprodmed
[21] science

Top Words in Tweet in G10:
[81] crispr
[62] gene
[52] pezntjournalist
[45] editing
[42] transhumanism
[41] 4th
[41] industrial
[37] build
[37] back
[37] better

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[614] gene,editing
[482] crispr,cas9
[274] genome,editing
[235] crispr,gene
[210] crispr,day
[204] world,crispr
[191] crispr,cas
[175] using,crispr
[140] crispr,technology
[135] crispr,based

Top Word Pairs in Tweet in G1:
[152] gene,editing
[96] crispr,cas9
[71] crispr,therapeutics
[57] crispr,gene
[30] editing,technology
[29] editing,tool
[27] using,crispr
[26] genome,editing
[25] super,precise
[24] precise,crispr

Top Word Pairs in Tweet in G2:
[65] gene,editing
[36] genome,editing
[32] latest,issue
[30] vivo,crispr
[28] #crispr,sector
[26] crispr,screens
[26] each,public
[26] public,company
[26] company,valued
[26] valued,based

Top Word Pairs in Tweet in G3:
[41] gene,editing
[34] crispr,cas
[27] #crispr,#ngt
[26] genome,editing
[26] politisation,inrae_france
[26] inrae_france,atlantico_fr
[26] atlantico_fr,#glyphosate
[26] #glyphosate,#crispr
[26] #crispr,#kafadaroff
[25] yaours,politisation

Top Word Pairs in Tweet in G4:
[112] world,crispr
[112] crispr,day
[42] synthego,world
[35] #worldcrisprday,covers
[34] day,session
[23] gene,editing
[21] day,oct
[21] oct,20th
[21] cell,therapies
[21] learn,latest

Top Word Pairs in Tweet in G5:
[97] dna,origami
[95] dna,storage
[93] origami,crispr
[85] crispr,dna
[84] storage,dna
[83] dna,computing
[83] computing,dna
[83] dna,programing
[83] programing,dna
[83] dna,devices

Top Word Pairs in Tweet in G6:
[35] anti,crispr
[32] binding,protein
[30] #crispr,cas9
[30] thrilled,see
[30] see,live
[30] live,show
[30] show,acriia22
[30] acriia22,anti
[30] crispr,inhibits
[30] inhibits,cas9

Top Word Pairs in Tweet in G7:
[61] unique,crispr
[61] crispr,based
[60] single,cell
[59] recruiting,postdoc
[59] postdoc,develop
[59] develop,exciting
[59] exciting,neurodeg
[59] neurodeg,related
[59] related,projects
[59] projects,using

Top Word Pairs in Tweet in G8:
[58] genome,editing
[58] editing,more
[58] more,efficiently
[58] efficiently,scale
[58] scale,1000s
[58] 1000s,bases
[58] bases,cure
[58] cure,tyrosinemia
[58] tyrosinemia,mice
[58] mice,very

Top Word Pairs in Tweet in G9:
[50] jennifer,doudna
[19] dr,jennifer
[16] gene,editing
[15] science,opportunity
[14] doudna,doudna_lab
[14] next,week
[14] oct,26
[13] distinguished,lecture
[13] co,inventor
[11] #nobelprize,winner

Top Word Pairs in Tweet in G10:
[41] 4th,industrial
[40] gene,editing
[37] build,back
[37] back,better
[37] great,reset
[35] industrial,revolution
[35] editing,crispr
[30] better,great
[30] reset,4th
[30] revolution,ai

Top Replied-To
Top Replied-To in Entire Graph:
@natharooni
@crispr_art
@biotech2k1
@hassanaesthetic
@crisprtalk
@crispr_mote
@atomicpenguin7
@nunl
@wildottir
@spideerdwarf

Top Replied-To in G2:
@natharooni
@biotech2k1
@hassanaesthetic
@crisprtalk
@biomedicalrx
@aamortazavi
@yaireinhorn
@hikingskiing
@urnovfyodor
@scottsinvesting

Top Replied-To in G3:
@bioland_de
@plantevolution
@norwichruesse
@peter_breunig
@wirhabenessatt2
@plantchromatin
@remdumdum
@aquatom13
@anthonyguihur
@drcain0

Top Replied-To in G4:
@kevinholdensf
@justintrudeau
@synthego
@bababrinkman
@sport_cole
@crispr_lucas
@canadianpm
@tbs_canada
@cafreeland
@jonmadams

Top Replied-To in G5:
@alarerdem
@narcicegi96
@drkaanyl
@dr_naturopat
@hnkaraaslan
@bbcturkce
@crowking2016
@ngnilgn1
@slymnvurall
@benzersiz_arsiv

Top Replied-To in G6:
@dramymarschall
@evopsychgoogle

Top Replied-To in G7:
@odedrechavi
@geneticssociety
@bob_calder
@robertoburioni

Top Replied-To in G8:
@anabelalonso_of
@billclinton
@joebiden
@nobelprize
@casareal
@koninklijkhuis
@billgates
@alexandersoros

Top Replied-To in G9:
@gaby_arguedas
@geochurch
@doudna_lab
@nobelprize

Top Replied-To in G10:
@thdragnreborn
@blankculture
@sweetdeesez
@joyridedaydream
@novamarkbutler

Top Mentioned
Top Mentioned in Entire Graph:
@synthego
@expeditors_4k
@conchilillo
@crisprjournal
@erictopol
@adrianoaguzzi
@esrawashere
@kvnforsberg
@pezntjournalist
@richardmleggett

Top Mentioned in G1:
@carol_cramalho
@pairsonnalitesu
@jebbuk
@abiotech5
@biomedicalsyst1
@jpm_mdpi
@youkitripifree
@biology_mdpi
@nextedgecapital
@goodstuffcbd

Top Mentioned in G2:
@yaireinhorn
@crisprjournal
@naturebiotech
@cellcellpress
@natharooni
@intelliatweets
@statnews
@urnovfyodor
@esgct
@meganmolteni

Top Mentioned in G3:
@yaours
@inrae_france
@atlantico_fr
@eu_commission
@transgen_info
@forscherrobert
@seppiwackes
@mge_de
@plantsciencedbg
@hendersi

Top Mentioned in G4:
@synthego
@youtube
@urnovfyodor
@bababrinkman
@kevinholdensf
@igisci
@hnisimasu
@biospeakweb
@utokyo_news_en

Top Mentioned in G5:
@expeditors_4k
@esrawashere
@dr_naturopat
@114message
@sistemi_sorgula
@drkaanyl
@gazetesozcu
@onurumur16
@informatiker4tj
@yusufozkan

Top Mentioned in G6:
@kvnforsberg
@harmitmalik
@plosbiology
@sarkele1
@crisprjournal
@gavinjknott
@al
@edzewestra
@swbio_dtp
@uniofbath

Top Mentioned in G7:
@adrianoaguzzi
@uchicago
@xuanyaoliu
@mybiotechniques
@cellaseq
@techreviewjp
@nobelprize
@jumpcodeg
@geneticssociety
@prelights

Top Mentioned in G8:
@erictopol
@zhangf
@fpa
@casareal
@algore
@billgates
@michaelmina_lab
@cij_icj
@rapidtests
@prezxijinping

Top Mentioned in G9:
@doudna_lab
@reprodmed
@thenci
@berkeleylab
@dukemedx
@advlightsource
@jbei
@engt_phd
@gmwatch
@ucberkeley

Top Mentioned in G10:
@pezntjournalist
@elleprovocateur
@techinsider
@novamarkbutler
@pc_432
@stacymalkan
@sweetdeesez
@imatargetoo
@ericrypto
@squad_six_mom

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@alerttrade
@zyiteblog
@chidambara09
@zyitegadgets
@edinburghwatch
@pairsonnalitesu
@gambiste1
@teamyoutube
@crweworld

Top Tweeters in G1:
@americanbanking
@alerttrade
@pairsonnalitesu
@crweworld
@flashalert_me
@seekingalpha
@stigmabase
@firmenpresse
@prtimes_news
@davidpapp

Top Tweeters in G2:
@edinburghwatch
@gambiste1
@spanishcountry
@shaker0309
@drlindadykes
@consalud_es
@drferdowsi
@spacefromgreece
@nick_zen
@rexchapman

Top Tweeters in G3:
@morvjn
@playmogeek
@alain_co
@latourygermain
@bonuscr
@carter_embrey
@earlchamignon
@zdf
@planetinspace
@schneeridara

Top Tweeters in G4:
@jimmyroybloom
@net2ayurveda
@botfemale
@vrretweeter
@academicchatter
@cristinadobre
@thefake_amiel
@mithila_bot
@realkunalashah
@markthespaman

Top Tweeters in G5:
@gazetesozcu
@alpsirman
@akalayci34
@_dalgalideniz_
@bbcturkce
@guliz28
@krdghan
@asbb1960
@eryilmazeyp
@der_celik

Top Tweeters in G6:
@fluffydoom
@maddelarosa
@tonyburnetti
@edrybicki
@bloodsparasites
@wanderer_jasnah
@harmitmalik
@zaminiqbal
@spacegurlevie
@juanaloca2002

Top Tweeters in G7:
@waweru
@virusyana
@drpecon
@portefeuillefun
@cicciopuz
@mem_somerville
@pablo_jack
@singlecellmedia
@ftstn
@bob_calder

Top Tweeters in G8:
@ansisegle
@njdoc
@eu504
@justinkiness
@sminaev2015
@calzole
@erniesfo
@askwarrenbuffet
@cristinanarbona
@agarzon

Top Tweeters in G9:
@eloycam2012
@paulrogers002
@monitor_ph
@mumaralid
@lacaldojewelery
@alpha_malegroom
@klausriede
@gmwatch
@dawnka
@eankitpandey

Top Tweeters in G10:
@ele9061
@levyloiseau
@birdtrees
@sweetdeesez
@carpanesesilva1
@sammgee
@athbheochan
@js100js100
@wral
@jgftn00


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