CRISPR, Twitter, 10/22/2019 8:50:30 AM, 213766


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CRISPR_2019-10-22_01-30-01.xlsx
CRISPR_2019-10-22_01-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 22, 2019
Short Description:
CRISPR via NodeXL http://bit.ly/2MBWcEQ
@davidrliu
@lluismontoliu
@meganmolteni
@wired
@naturenews
@nature
@wiredscience
@gaetanburgio
@antonioregalado
@pknoepfler

Top hashtags:
#crispr
#unnaturalselection
#genomeediting
#smartnews
#geneediting
#science
#genetics

Description:
Description
The graph represents a network of 4,883 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, 22 October 2019 at 08:31 UTC.

The requested start date was Tuesday, 22 October 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 3-day, 5-hour, 4-minute period from Friday, 18 October 2019 at 18:56 UTC to Tuesday, 22 October 2019 at 00:01 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[174] https://www.wired.com/story/a-new-crispr-technique-could-fix-many-more-genetic-diseases/
[136] https://www.cnet.com/news/breakthrough-gene-editing-tool-can-find-and-replace-dna-better-than-crispr/
[88] https://wired.jp/2019/10/19/netflixs-unnatural-selection-trailer-makes-crispr-personal/
[73] https://www.theatlantic.com/science/archive/2019/10/how-yogurt-science-accidentally-revolutionized-gene-editing/599767/
[66] https://www.sciencemag.org/news/2019/10/new-prime-genome-editor-could-surpass-crispr
[66] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-03018-0
[62] https://www.statnews.com/2019/10/21/new-crispr-tool-has-potential-to-correct-most-disease-causing-dna-glitches/
[60] https://www.wired.com/story/a-netflix-series-explores-the-brave-new-world-of-crispr/
[52] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-03164-5
[43] https://www.spectrumnews.org/news/crispr-therapy-may-reverse-autism-mutations-effects-well-past-infancy/

Top URLs in Tweet in G1:
[97] https://www.cnet.com/news/breakthrough-gene-editing-tool-can-find-and-replace-dna-better-than-crispr/
[47] https://www.wired.com/story/a-new-crispr-technique-could-fix-many-more-genetic-diseases/
[44] https://www.wired.com/story/a-netflix-series-explores-the-brave-new-world-of-crispr/
[34] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-03018-0
[30] https://futurism.com/neoscope/russian-biologist-more-crispr-babies
[28] https://www.sciencemag.org/news/2019/10/new-prime-genome-editor-could-surpass-crispr
[22] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-03164-5
[19] http://tweetedtimes.com/#!/media/wired/all
[14] https://www.statnews.com/2019/10/21/new-crispr-tool-has-potential-to-correct-most-disease-causing-dna-glitches/
[14] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-019-1711-4

Top URLs in Tweet in G2:
[10] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-019-1711-4
[10] https://www.technologyreview.com/s/614599/the-newest-gene-editor-radically-improves-on-crispr/
[9] https://www.technologyreview.com/s/614599/the-newest-gene-editor-radically-improves-on-crispr/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=social_share&utm_content=2019-10-21
[6] https://montoliu.naukas.com/2019/10/19/crispr-sativa-un-cuento-de-juan-grompone/
[5] https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkz915/5590637
[4] https://montoliu.naukas.com/2019/10/19/crispr-sativa-un-cuento-de-juan-grompone/?fbclid=IwAR0qfgokONi-AswgHz5SKYRZmpHsfeCkkMnkzGJ77QuECMbIO7R2Yf0Ej9k
[4] https://www.statnews.com/2019/10/21/new-crispr-tool-has-potential-to-correct-most-disease-causing-dna-glitches/
[4] https://www.broadinstitute.org/news/new-crispr-genome-editing-system-offers-wide-range-versatility-human-cells
[4] https://www.wired.com/story/a-netflix-series-explores-the-brave-new-world-of-crispr/
[3] https://www.sciencemag.org/news/2019/10/new-prime-genome-editor-could-surpass-crispr

Top URLs in Tweet in G3:
[30] https://www.statnews.com/2019/10/21/new-crispr-tool-has-potential-to-correct-most-disease-causing-dna-glitches/
[13] https://www.statnews.com/2019/10/18/crispr-new-netflix-docuseries/
[3] https://www.hackingdarwin.com/
[2] https://www.statnews.com/2019/10/21/this-is-awkward-genome-editing-startup-beam-has-competition-from-one-of-its-own-cofounders/
[2] https://www.technologyreview.com/s/614599/the-newest-gene-editor-radically-improves-on-crispr/
[2] https://www.netflix.com/title/80208910
[2] https://www.statnews.com/2019/10/21/new-crispr-tool-has-potential-to-correct-most-disease-causing-dna-glitches/?utm_campaign=breaking_news&utm_source=hs_email&utm_medium=email&utm_content=78319145&_hsenc=p2ANqtz--2CMSSHi1BI8tIppxEA0Y4SiPa1livggFJJnt8fG3OUljiMOuS-htFMMHM6rHVs4I-X8CbEE5zqUw6b8tjuVOSR8nr-g&_hsmi=78319145
[2] https://www.abg.asso.fr/fr/candidatOffres/show/id_offre/88041
[2] https://www.statnews.com/2019/10/17/podcast-pharma-china-crispr-netflix/
[1] https://buff.ly/2VYWLvv

Top URLs in Tweet in G4:
[33] https://www.newscientist.com/article/2220476-crispr-upgrade-could-make-genome-editing-better-and-safer/?utm_medium=SOC&utm_source=Twitter#Echobox=1571674148
[3] https://www.scientificamerican.com/article/russian-crispr-baby-scientist-has-started-editing-genes-in-human-eggs-with-the-goal-of-altering-deaf-gene/?amp;text=Russian
[1] http://bit.ly/33NN3hX
[1] https://www.wired.com/story/a-netflix-series-explores-the-brave-new-world-of-crispr?utm_social-type=owned&utm_source=twitter&mbid=social_tw_sci&utm_brand=wired-science&utm_medium=social
[1] https://www.wired.com/story/a-new-crispr-technique-could-fix-many-more-genetic-diseases?utm_social-type=owned&utm_medium=social&mbid=social_tw_sci&utm_source=twitter&utm_brand=wired-science
[1] https://www.scientificamerican.com/article/new-gene-editing-tool-could-fix-genetic-defects-with-fewer-unwanted-effects1/?amp;text=New
[1] https://www.scientificamerican.com/article/new-gene-editing-tool-could-fix-genetic-defects-with-fewer-unwanted-effects1/
[1] https://www.scientificamerican.com/article/new-gene-editing-tool-could-fix-genetic-defects-with-fewer-unwanted-effects1/?amp
[1] https://podcasts.apple.com/us/podcast/reset/id1479107698

Top URLs in Tweet in G5:
[92] https://www.wired.com/story/a-new-crispr-technique-could-fix-many-more-genetic-diseases/
[11] https://www.wired.com/story/a-new-crispr-technique-could-fix-many-more-genetic-diseases/?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=wired&utm_social-type=earned
[9] https://futurism.com/neoscope/russian-biologist-more-crispr-babies
[4] https://www.wired.com/story/a-netflix-series-explores-the-brave-new-world-of-crispr?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.wired.com/story/a-netflix-series-explores-the-brave-new-world-of-crispr/
[2] https://www.wired.com/story/a-netflix-series-explores-the-brave-new-world-of-crispr/?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=wired&utm_social-type=earned
[2] https://www.wired.com/story/a-new-crispr-technique-could-fix-many-more-genetic-diseases?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/WIRED/status/1186314936013721601
[1] https://www.wired.com/story/netflixs-unnatural-selection-trailer-makes-crispr-personal?utm_brand=wired&utm_source=twitter&utm_medium=social&utm_campaign=wired&mbid=social_twitter&utm_social-type=owned
[1] https://www.wired.com/story/a-new-crispr-technique-could-fix-many-more-genetic-diseases?utm_source=twitter&utm_brand=wired&utm_medium=social&mbid=social_twitter&utm_campaign=wired&utm_social-type=owned

Top URLs in Tweet in G6:
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-03018-0
[1] https://go.nature.com/2W81hb6
[1] https://www.nature.com/articles/d41586-019-03018-0?utm_source=twt_nnc&utm_medium=social&utm_campaign=naturenews&sf221727095=1
[1] https://www.nature.com/articles/d41586-019-03018-0?utm_source=twt_nnc&utm_medium=social&utm_campaign=naturenews&sf221732852=1
[1] https://twitter.com/WIREDScience/status/1186354276785905664
[1] https://www.statnews.com/2019/10/21/new-crispr-tool-has-potential-to-correct-most-disease-causing-dna-glitches/
[1] https://www.genomeweb.com/scan/editing-goal-mind
[1] https://apple.news/AwfaFte2jS5-Ys-e0Ie4Lyg
[1] https://www.spectrumnews.org/news/toolbox/dna-technique-documents-key-events-in-cell-history/
[1] https://twitter.com/NatureNews/status/1185149820689932288

Top URLs in Tweet in G7:
[7] https://www.sciencemag.org/news/2019/10/new-prime-genome-editor-could-surpass-crispr
[5] https://www.nature.com/articles/s42003-019-0637-6
[4] https://www.nextbigfuture.com/2019/01/better-gene-editing-than-crispr.html
[2] http://Clinicaltrials.gov
[2] https://www.chilebio.cl/2018/06/01/pinas-rosadas-tomate-anti-cancer-papas-fritas-mas-saludables-los-nuevos-transgenicos-hechos-para-ti/
[1] https://twitter.com/khefferon/status/1186270726753402880
[1] https://clinicaltrials.gov/ct2/results?cond=&term=crispr&cntry=&state=&city=&dist=
[1] https://www.amazon.com/How-Build-Dragon-Die-Trying-dp-9813275936/dp/9813275936/ref=mt_paperback?_encoding=UTF8&me=&qid=
[1] https://twitter.com/Sciguy999/status/1185187359006040064
[1] https://www.chilebio.cl/2019/10/10/comeremos-alimentos-editados-geneticamente-en-5-anos-afirma-co-inventora-de-tecnica-crispr/

Top URLs in Tweet in G8:
[72] https://www.theatlantic.com/science/archive/2019/10/how-yogurt-science-accidentally-revolutionized-gene-editing/599767/
[31] https://www.primate.or.jp/serialization/85%EF%BC%8E%E3%82%B2%E3%83%8E%E3%83%A0%E7%B7%A8%E9%9B%86%E3%82%92%E5%88%A9%E7%94%A8%E3%81%97%E3%81%9F%E4%B9%B3%E8%A3%BD%E5%93%81%E3%81%AF4%E5%B9%B4%E5%89%8D%E3%81%8B%E3%82%89%E5%B8%82%E5%A0%B4/
[7] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-019-1711-4
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-03164-5
[3] https://wired.jp/2019/10/19/netflixs-unnatural-selection-trailer-makes-crispr-personal/
[1] https://www.frontiersin.org/article/10.3389/fnmol.2018.00485/full
[1] https://www.theatlantic.com/science/archive/2019/10/how-yogurt-science-accidentally-revolutionized-gene-editing/599767/?utm_source=twitter&utm_medium=social&utm_campaign=share
[1] https://www.sciencemag.org/news/2019/10/new-prime-genome-editor-could-surpass-crispr
[1] http://aasj.jp/news/watch/11586
[1] https://www.livescience.com/59681-crispr-can-screen-for-viruses-diseases.html

Top URLs in Tweet in G9:
[62] https://wired.jp/2019/10/19/netflixs-unnatural-selection-trailer-makes-crispr-personal/
[6] https://researchat.fm/episode/2
[1] https://www.netflix.com/title/80208910
[1] https://wired.jp/2018/02/03/what-is-crispr/
[1] https://wired.jp/2018/02/04/whats-next-for-crispr/
[1] https://www.theatlantic.com/science/archive/2019/10/how-yogurt-science-accidentally-revolutionized-gene-editing/599767/

Top URLs in Tweet in G10:
[2] https://www.wired.com/story/a-new-crispr-technique-could-fix-many-more-genetic-diseases/

Top Domains
Top Domains in Tweet in Entire Graph:
[344] wired.com
[232] nature.com
[178] twitter.com
[168] cnet.com
[105] statnews.com
[103] wired.jp
[79] theatlantic.com
[77] sciencemag.org
[55] technologyreview.com
[52] futurism.com

Top Domains in Tweet in G1:
[151] wired.com
[107] cnet.com
[91] nature.com
[51] twitter.com
[38] futurism.com
[32] sciencemag.org
[28] statnews.com
[28] linkedin.com
[27] tweetedtimes.com
[22] freie-welt.eu

Top Domains in Tweet in G2:
[24] technologyreview.com
[21] twitter.com
[20] nature.com
[12] naukas.com
[7] oup.com
[6] statnews.com
[5] wired.com
[4] broadinstitute.org
[4] blog.jp
[3] sciencemag.org

Top Domains in Tweet in G3:
[53] statnews.com
[3] wired.com
[3] hackingdarwin.com
[3] netflix.com
[2] twitter.com
[2] bit.ly
[2] nature.com
[2] technologyreview.com
[2] npr.org
[2] linkedin.com

Top Domains in Tweet in G4:
[33] newscientist.com
[6] scientificamerican.com
[2] wired.com
[1] bit.ly
[1] apple.com

Top Domains in Tweet in G5:
[121] wired.com
[9] futurism.com
[1] twitter.com

Top Domains in Tweet in G6:
[6] nature.com
[3] twitter.com
[1] statnews.com
[1] genomeweb.com
[1] apple.news
[1] spectrumnews.org
[1] scientificamerican.com
[1] oup.com

Top Domains in Tweet in G7:
[7] sciencemag.org
[6] chilebio.cl
[6] nature.com
[5] twitter.com
[4] nextbigfuture.com
[3] clinicaltrials.gov
[2] buff.ly
[1] amazon.com
[1] reuters.com
[1] mycrispr.blog

Top Domains in Tweet in G8:
[73] theatlantic.com
[31] or.jp
[10] nature.com
[3] wired.jp
[1] frontiersin.org
[1] sciencemag.org
[1] aasj.jp
[1] livescience.com
[1] the-scientist.com

Top Domains in Tweet in G9:
[64] wired.jp
[6] researchat.fm
[1] netflix.com
[1] theatlantic.com

Top Domains in Tweet in G10:
[2] wired.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[919] crispr
[118] unnaturalselection
[99] genomeediting
[67] smartnews
[64] geneediting
[39] science
[36] genetics
[29] primeediting
[28] dna
[27] sfn19



Top Hashtags in Tweet in G1:
[110] crispr
[47] smartnews
[22] science
[17] genetics
[14] geneediting
[12] dna
[10] biotech
[8] unnaturalselection
[7] netflix
[6] technology

Top Hashtags in Tweet in G2:
[269] crispr
[74] genomeediting
[27] unnaturalselection
[12] editandogenes
[9] humancells
[7] geneediting
[6] ediciongenetica
[6] andrewanzalone
[5] crisprcasdb
[3] podcast

Top Hashtags in Tweet in G3:
[66] crispr
[18] unnaturalselection
[11] geneediting
[10] genomeediting
[9] primeediting
[7] dna
[6] netflix
[6] synbio
[4] hackingdarwin
[4] biohacking

Top Hashtags in Tweet in G5:
[4] crispr
[1] tech
[1] genetic
[1] liu
[1] dna
[1] signofthetimes
[1] manalteringman
[1] geneticdisease
[1] technology
[1] digitalhealth

Top Hashtags in Tweet in G6:
[11] crispr
[5] geneediting
[1] genetics
[1] genetherapy
[1] crisprcasdb
[1] science
[1] bioethics

Top Hashtags in Tweet in G7:
[85] crispr
[37] unnaturalselection
[7] stemcells
[4] speedbreeding
[4] wow
[3] scicomm
[3] xenotransplantation
[2] genetics
[2] transgénicos
[2] diamundialdelaalimentacion

Top Hashtags in Tweet in G9:
[20] 最新記事
[1] 小学生
[1] 中学生
[1] 高校生
[1] 教育
[1] 考える力
[1] 問う力
[1] 疑問力

Top Hashtags in Tweet in G10:
[1] crispr

Top Words
Top Words in Tweet in Entire Graph:
[3604] Words in Sentiment List#1: Positive
[1687] Words in Sentiment List#2: Negative
[22] Words in Sentiment List#3: Angry/Violent
[98857] Non-categorized Words
[104148] Total Words
[2679] crispr
[2600] editing
[1593] new
[1011] dna
[985] prime

Top Words in Tweet in G1:
[802] crispr
[353] editing
[333] new
[239] gene
[151] dna
[141] human
[135] tool
[134] diseases
[123] genetic
[115] more

Top Words in Tweet in G2:
[1054] editing
[620] new
[582] prime
[495] davidrliu
[494] genome
[454] human
[442] cells
[424] dna
[387] approach
[386] today

Top Words in Tweet in G3:
[148] crispr
[144] new
[95] netflix
[71] selection
[68] tool
[66] #crispr
[61] dna
[56] series
[55] episode
[54] one

Top Words in Tweet in G4:
[282] editing
[122] wiredscience
[98] prime
[96] less
[96] dna
[96] called
[95] method
[95] principle
[95] correct
[95] 89

Top Words in Tweet in G5:
[166] wired
[139] editing
[105] meganmolteni
[92] latest
[91] search
[91] replace
[91] genome
[91] here
[45] new
[33] crispr

Top Words in Tweet in G6:
[175] editing
[108] gene
[105] naturenews
[84] dna
[81] new
[81] tool
[81] prime
[79] called
[77] over
[76] allows

Top Words in Tweet in G7:
[85] #crispr
[51] crispr
[51] pknoepfler
[37] #unnaturalselection
[36] editing
[36] gene
[34] watched
[34] tool
[33] ep1
[33] mixed

Top Words in Tweet in G8:
[101] kyukimasa
[72] ヨーグルト産業は10年前からcrispr使っている
[72] crispr領域はファージに対する耐性として働いているが
[72] 乳酸菌のファージ汚染はヨーグルト製造業では大きな課題となっていて
[71] デュポンは早期に取り入れ
[31] ゲノム編集を利用した乳製品は4年前から市場に出回っている
[31] 乳酸菌をファージで攻撃することで抵抗性を高めた菌株を作る
[31] 遺伝子組み換えではないがcrisprではある
[30] この技術で作った製品が市場に出たのと
[16] super

Top Words in Tweet in G9:
[80] 不自然淘汰
[62] wired_jp
[42] ゲノム編集がもたらす未来
[39] は
[39] 革命
[38] 遺伝子編集による
[38] を理解するきっかけになるか
[37] netflixのドキュメンタリー
[24] netflixの新作ドキュメンタリー
[23] が公開された

Top Words in Tweet in G10:
[74] crispr
[74] work
[74] new
[74] more
[73] wow
[73] used
[73] scissors
[73] now
[73] technique
[73] works

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[899] prime,editing
[734] genome,editing
[518] gene,editing
[498] human,cells
[391] editing,human
[385] new,approach
[383] cutting,dna
[382] today,describe
[382] describe,prime
[382] editing,very

Top Word Pairs in Tweet in G1:
[139] gene,editing
[121] new,crispr
[83] editing,tool
[83] genetic,diseases
[70] scientist,started
[70] started,editing
[70] editing,genes
[68] human,eggs
[68] eggs,goal
[68] goal,altering

Top Word Pairs in Tweet in G2:
[552] prime,editing
[458] genome,editing
[438] human,cells
[363] new,approach
[362] editing,human
[361] today,describe
[361] describe,prime
[361] editing,very
[361] very,versatile
[361] versatile,new

Top Word Pairs in Tweet in G3:
[48] disease,causing
[46] crispr,tool
[45] causing,dna
[45] dna,glitches
[45] new,netflix
[45] docu,series
[44] natural,selection
[43] new,crispr
[42] netflix,docu
[42] series,natural

Top Word Pairs in Tweet in G4:
[97] prime,editing
[96] called,prime
[95] principle,correct
[94] editing,principle
[93] 89,percent
[92] method,called
[92] correct,around
[92] around,89
[91] less,error
[91] error,prone

Top Word Pairs in Tweet in G5:
[91] search,replace
[91] replace,genome
[91] genome,editing
[91] editing,here
[91] here,latest
[91] latest,wired
[90] meganmolteni,search
[31] new,method
[31] editing,principle
[31] principle,correct

Top Word Pairs in Tweet in G6:
[81] prime,editing
[78] editing,tool
[78] called,prime
[77] gene,editing
[76] new,gene
[76] tool,called
[76] editing,allows
[76] allows,greater
[76] greater,precision
[76] precision,control

Top Word Pairs in Tweet in G7:
[33] watched,ep1
[33] ep1,#unnaturalselection
[33] #unnaturalselection,mixed
[33] mixed,rxn
[33] rxn,liked
[33] liked,kevin
[33] kevin,esvelt
[33] esvelt,show
[33] show,hyped
[33] hyped,#crispr

Top Word Pairs in Tweet in G8:
[72] ヨーグルト産業は10年前からcrispr使っている,crispr領域はファージに対する耐性として働いているが
[72] crispr領域はファージに対する耐性として働いているが,乳酸菌のファージ汚染はヨーグルト製造業では大きな課題となっていて
[71] kyukimasa,ヨーグルト産業は10年前からcrispr使っている
[71] 乳酸菌のファージ汚染はヨーグルト製造業では大きな課題となっていて,デュポンは早期に取り入れ
[31] ゲノム編集を利用した乳製品は4年前から市場に出回っている,乳酸菌をファージで攻撃することで抵抗性を高めた菌株を作る
[31] 乳酸菌をファージで攻撃することで抵抗性を高めた菌株を作る,遺伝子組み換えではないがcrisprではある
[30] kyukimasa,ゲノム編集を利用した乳製品は4年前から市場に出回っている
[30] 遺伝子組み換えではないがcrisprではある,この技術で作った製品が市場に出たのと
[9] super,precise
[7] これはすごい,ストランド毎に編集するので二本鎖切断がいらない

Top Word Pairs in Tweet in G9:
[42] 不自然淘汰,ゲノム編集がもたらす未来
[38] 不自然淘汰,は
[38] は,遺伝子編集による
[38] 遺伝子編集による,革命
[38] 革命,を理解するきっかけになるか
[37] netflixのドキュメンタリー,不自然淘汰
[24] netflixの新作ドキュメンタリー,不自然淘汰
[23] ゲノム編集がもたらす未来,が公開された
[23] が公開された,https
[23] https,t

Top Word Pairs in Tweet in G10:
[73] wow,crispr
[73] crispr,used
[73] used,work
[73] work,scissors
[73] scissors,now
[73] now,new
[73] new,technique
[73] technique,works
[73] works,more
[73] more,word

Top Replied-To
Top Replied-To in Entire Graph:
@4lovofscience
@m2jr
@antonioregalado
@ttr_vgt
@coopwrj
@lluismontoliu
@leve_raged
@davidrliu
@ldpsincomplejos
@matigreenspan

Top Replied-To in G1:
@h3_immortality

Top Replied-To in G2:
@antonioregalado
@lluismontoliu
@broadinstitute
@naukas_com
@davidrliu
@techreview
@pembertonfilms
@meganmolteni
@lexikon1
@evolvability

Top Replied-To in G3:
@4lovofscience
@netflix
@barunlz
@nicolebarbaro
@biobeef
@nanyingih
@prof_dasgupta
@loremmarx
@balajis
@statnews

Top Replied-To in G4:
@sciam
@queen_ofthe_lab

Top Replied-To in G5:
@wired
@meganmolteni

Top Replied-To in G6:
@naturenews

Top Replied-To in G7:
@_b_i_o_t_e_c_h_
@prometheusgreen
@pknoepfler
@iamscicomm
@gaetanburgio
@badastronomer
@bertrandbio
@profmakris
@biotech2050
@franceradini

Top Replied-To in G8:
@new_haru
@thescientistllc

Top Mentioned
Top Mentioned in Entire Graph:
@davidrliu
@wired
@broadinstitute
@nature
@liugroup
@wiredscience
@naturenews
@meganmolteni
@kyukimasa
@antonioregalado

Top Mentioned in G1:
@munagropecuario
@discoverydrug
@cmencke
@gmo_crops
@socolimeshot
@gritcult
@mikeyuhn
@_javierzambrana
@wscsummit
@buzzyhelps

Top Mentioned in G2:
@davidrliu
@nature
@broadinstitute
@liugroup
@antonioregalado
@gaetanburgio
@techreview
@lluismontoliu
@erictopol
@harvard

Top Mentioned in G3:
@netflix
@statnews
@nicolebarbaro
@sxbegle
@matthewherper
@mnlimas
@4lovofscience
@netflixes
@adamfeuerstein
@sheridan_kate

Top Mentioned in G4:
@wiredscience
@sciam
@newscientist
@wired
@naturenews
@recode
@makenejk
@davidrliu
@tanyalewis314
@4lovofscience

Top Mentioned in G5:
@wired
@meganmolteni
@futurism
@hitpol
@liugroup
@nxthompson
@wiredscience
@w
@sciam
@techreview

Top Mentioned in G6:
@naturenews
@sciam
@cyranoski
@gaetanburgio
@davidrliu
@wiredscience
@statnews
@neil_bodie
@asgctherapy
@heikki_saxen

Top Mentioned in G7:
@pknoepfler
@chilebio_ag
@plantae_org
@godwin_uq
@antonioregalado
@iamscicomm
@urnovfyodor
@nat
@drhikov
@davidrliu

Top Mentioned in G8:
@kyukimasa
@sfwaesr
@yamagatm3
@thescientistllc

Top Mentioned in G9:
@wired_jp
@goando
@091zehyccwvhhsj
@kyukimasa

Top Mentioned in G10:
@nxthompson
@wiredscience
@meganmolteni
@wired
@mnlimas

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@tickerreport
@consumerfeed
@superalloyzz
@lextresabogados
@dailypoliticaln
@raymond_norman
@gamergeeknews
@zolmaxnews
@freiewelteu

Top Tweeters in G1:
@americanbanking
@tickerreport
@consumerfeed
@superalloyzz
@lextresabogados
@dailypoliticaln
@gamergeeknews
@zolmaxnews
@freiewelteu
@techl0g

Top Tweeters in G2:
@ken_crichlow
@815wrldtrvlr
@zephyorg
@411emilio
@caring_mobile
@piruvato_
@thi_loup
@emulenews
@michaelscally
@ajem_mx

Top Tweeters in G3:
@spanishcountry
@noahpinion
@weciv01
@911noplaner
@drnewbold
@mercurialpea
@nyawiranjoroge
@sstrumello
@teachy
@matthewherper

Top Tweeters in G4:
@fleming77
@serenel14278447
@yagbebi
@psybrspcsuprstr
@joshdacat
@indigohawthorne
@pooetryman
@libtlkofthetown
@595moore
@benefitvburden

Top Tweeters in G5:
@gmizrachi
@murfad
@chennylou
@paulmick
@jazzmanahn
@unseennewsuk
@ansisegle
@_tulioj
@jrmcgrail
@cindrellahere

Top Tweeters in G6:
@cryptocoinage
@ganjasmokercb
@hermetec
@ayirpelle
@golorico
@cw4t7abs
@ccprakay
@standbackup2
@patentbuddy
@scitechmachine

Top Tweeters in G7:
@munevarjuan
@angelseti
@prometheusgreen
@stealthygeek
@badastronomer
@kellyalspals
@eduardoarmienta
@existais
@boylucas
@woodywald

Top Tweeters in G8:
@itacccchi
@iori8250
@tarpon_red2
@ka_0505_ka
@hihaku_crescent
@20miglia
@anamesoncraft
@pecker_001
@naominakata
@rosysea22

Top Tweeters in G9:
@11777kaochin
@tamatama2
@toru_inoue
@yocantodeloshue
@freetibet2008
@katoikumi
@nobi
@kohama
@xtcmfkr
@wired_jp

Top Tweeters in G10:
@ajandradea
@timg33
@llstarlight
@ewalds6
@skueffner
@salmon0413
@brokesilver
@hpieritz
@david77111f
@glenrdixon