CRISPR, Twitter, 9/28/2021 11:50:21 AM, 263090


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CRISPR_2021-09-28_04-16-01.xlsx
CRISPR_2021-09-28_04-16-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 28, 2021
Short Description:
CRISPR via NodeXL https://bit.ly/3m4QEDa
@newscientist
@nobelprize
@kamounlab
@omarabudayyeh
@nazologyinfo
@crispr_news
@yojikawano
@mammothbiosci
@geneticliteracy
@mauromandrioli

Top hashtags:
#crispr
#geneediting
#hiv
#biotech
#genetherapy
#sicklecellawarenessmonth

Description:
Description
The graph represents a network of 7,678 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, 28 September 2021 at 11:29 UTC.

The requested start date was Tuesday, 28 September 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 7-day, 9-hour, 44-minute period from Monday, 20 September 2021 at 14:11 UTC to Monday, 27 September 2021 at 23:56 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 : 7678
Unique Edges : 4274
Edges With Duplicates : 10684
Total Edges : 14958
Number of Edge Types : 5
Retweet : 4432
MentionsInRetweet : 5301
Replies to : 886
Tweet : 1907
Mentions : 2432
Self-Loops : 1966
Reciprocated Vertex Pair Ratio : 0.0253063399041023
Reciprocated Edge Ratio : 0.0493634710314367
Connected Components : 1585
Single-Vertex Connected Components : 816
Maximum Vertices in a Connected Component : 3558
Maximum Edges in a Connected Component : 8327
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.738713
Graph Density : 0.000130598520908131
Modularity : 0.533672
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,678 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, 28 September 2021 at 11:29 UTC.

The requested start date was Tuesday, 28 September 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 7-day, 9-hour, 44-minute period from Monday, 20 September 2021 at 14:11 UTC to Monday, 27 September 2021 at 23:56 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:
[181] https://nazology.net/archives/97149
[141] https://gigazine.net/news/20210921-crispr-cure-hiv-ebt-101/
[108] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/
[72] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1632611587
[72] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/?utm_medium=social&utm_campaign=echobox&utm_source=Twitter#Echobox=1632500902
[70] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1632546897
[62] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1632698905
[47] https://www.gmwatch.org/en/news/latest-news/19885
[42] https://phys.org/news/2021-09-rna-targeting-enzyme-crispr-toolkit.html
[32] https://seekingalpha.com/article/4455956-crispr-bad-news-for-gene-editing

Top URLs in Tweet in G1:
[56] https://gigazine.net/news/20210921-crispr-cure-hiv-ebt-101/
[23] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/
[22] https://phys.org/news/2021-09-rna-targeting-enzyme-crispr-toolkit.html
[14] https://finance.yahoo.com/news/origin-agritech-china-agricultural-university-133600935.html
[12] https://www.labroots.com/trending/immunology/21307/enhanced-hamster-cells-super-drug-factories
[11] https://childrenshealthdefense.org/defender/crispr-gene-editing-damage-chromosomes-chromothripsis/
[10] https://www.world-grain.com/articles/15872-origin-agritech-partners-with-university-on-crispr-work
[7] https://www.fiercebiotech.com/biotech/excision-hiv-crispr-gene-editing-therapy-cleared-for-human-studies-by-fda
[7] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)01915-2/fulltext?mkt_tok=NDkwLUVIWi05OTkAAAF_fnF9smILum4eoa05sKKAyeesqYlHibMv0fY4pC2t-Fcu_pLRKwWR4FUSQjC407ZzIVLUkkWFsDaMwUcIdGwXmydjmJ06gSnjhCauz73xEYQJ&utm_source=dlvr.it&utm_medium=twitter#%20
[6] https://www.biospace.com/article/breakthrough-human-trial-for-crispr-led-hiv-cure-set-for-early-2022/

Top URLs in Tweet in G2:
[15] https://phys.org/news/2021-09-rna-targeting-enzyme-crispr-toolkit.html
[12] https://slate.com/technology/2021/09/gene-therapy-crispr-bipolar-cure.html?via=rss_socialflow_twitter
[7] https://www.youtube.com/watch?v=wwF0YbwmJT0&feature=youtu.be

[4] https://www.youtube.com/watch?v=Wk_4wJlexig&feature=youtu.be

[4] https://www.youtube.com/watch?v=WSPkXsY6Vj4&feature=youtu.be

[4] https://www.youtube.com/watch?v=UGMP6pHQFm4&feature=youtu.be

[4] https://www.biospace.com/article/breakthrough-human-trial-for-crispr-led-hiv-cure-set-for-early-2022/
[3] https://www.nyam.org/events/event/crispr-rewriting-dna-and-future-humanity/
[3] https://slate.com/technology/2021/09/gene-therapy-crispr-bipolar-cure.html
[3] https://r.socialstudio.radian6.com/2d0a2fa3-9fd3-4770-89a5-10d64b444689

Top URLs in Tweet in G3:
[68] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1632611587
[66] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/?utm_medium=social&utm_campaign=echobox&utm_source=Twitter#Echobox=1632500902
[65] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1632546897
[60] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1632698905
[10] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/
[1] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1632757279
[1] https://futurism.com/neoscope/crispr-problem-mangles-dna-wasnt-supposed-touch
[1] https://www.youtube.com/watch?v=zwLccJOMTX0&feature=youtu.be

[1] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/#ixzz77Pq6OdvS
[1] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/#ixzz77P1zQW1l

Top URLs in Tweet in G4:
[178] https://nazology.net/archives/97149
[58] https://gigazine.net/news/20210921-crispr-cure-hiv-ebt-101/
[1] https://p-e-s.co.jp/aozora
[1] https://gigazine.net/news/20210715-crispr-cas13b-coronavirus/

Top URLs in Tweet in G5:
[2] https://www.clinicaltrialsarena.com/news/crispr-gene-editing-hiv-cure/
[2] https://www.phillyvoice.com/hiv-cure-temple-university-aids-research-clinical-trials-crispr/
[2] https://twitter.com/Hunterlike_/status/1441292346742562821
[1] https://www.biospace.com/article/breakthrough-human-trial-for-crispr-led-hiv-cure-set-for-early-2022/
[1] https://www.tnnthailand.com/news/tech/90050/
[1] https://www.blocktoro.com/p/cure-for-hiv-aids-preclinical-drug-trials-indicates-hiv-cure-will-be-possible-soon/
[1] https://www.fiercebiotech.com/biotech/excision-hiv-crispr-gene-editing-therapy-cleared-for-human-studies-by-fda
[1] https://twitter.com/defeatHIV/status/1441055252568961039
[1] https://twitter.com/BogochIsaac/status/1439961322599456771

Top URLs in Tweet in G6:
[45] https://www.gmwatch.org/en/news/latest-news/19885
[30] https://seekingalpha.com/article/4455956-crispr-bad-news-for-gene-editing
[18] https://www.gmwatch.org/en/news/latest-news/19883
[1] https://www.gmwatch.org/en/news/latest-news/19885?fbclid=IwAR1RrMhyPs77UHqBkTwFtIZ0aFb2Sfopl0G2vGv_ATd3pEhuNKuzsXPrjHY
[1] https://biosafety-info.net/articles/trends-in-industry/intellectual-property-rights/patents-on-new-genetic-engineering-applications-in-plants/
[1] https://twitter.com/GMWatch/status/1371481157267771393
[1] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/#ixzz77dzAHGoL
[1] https://www3.nhk.or.jp/nhkworld/en/news/20210917_19/
[1] https://www.ulyces.co/news/des-embryons-humains-genetiquement-modifies-ont-developpe-de-graves-mutations/
[1] https://twitter.com/DocteurGonzo4/status/1378061913414889474

Top URLs in Tweet in G7:
[14] https://www.youtube.com/watch?v=36fnVezPZRs&feature=youtu.be

[4] https://fundacion-antama.org/las-primeras-pruebas-de-campo-de-crispr-en-el-reino-unido-muestran-el-potencial-de-la-edicion-genetica/
[4] https://montoliu.naukas.com/2020/10/29/hablemos-de-las-patentes-de-crispr/
[3] https://jmmulet.naukas.com/2020/11/17/anti-crispr-el-himno-de-una-revolucion-escondida/
[3] https://fundacion-antama.org/reino-unido-inicia-ensayos-de-campo-con-trigo-editado-geneticamente-para-reducir-los-niveles-de-acrilamida/
[3] https://www.theonion.com/the-onion-s-guide-to-crispr-1847690852?utm_campaign=TheOnion&utm_content=1631891429&utm_medium=SocialMarketing&utm_source=twitter
[2] https://www.chilebio.cl/2021/09/17/estos-super-cultivos-editados-geneticamente-pueden-evitar-el-desperdicio-de-alimentos/
[2] https://www.chilebio.cl/2021/09/16/informe-situa-a-reino-unido-como-lider-configurando-la-regulacion-en-nuevas-tecnicas-de-edicion-genetica/
[2] https://www.chilebio.cl/2021/09/09/la-universidad-de-wageningen-libera-sus-patentes-de-crispr-para-ayudar-a-eliminar-el-hambre-en-el-mundo/
[2] https://www.chilebio.cl/2021/09/14/investigadores-combinan-crispr-y-regeneracion-de-cultivos-para-acelerar-el-mejoramiento-genetico-vegetal/

Top URLs in Tweet in G8:
[15] https://www.isaaa.org/kc/cropbiotechupdate/article/default.asp?ID=19014#.YUmjdJEh7O0.twitter
[2] https://www.wissenschaft-im-dialog.de/projekte/wieso/artikel/beitrag/koennen-wir-menschen-mit-crispr-cas-intelligenter-machen/
[1] https://onlinelibrary.wiley.com/doi/pdf/10.1111/jipb.13160?cookieSet=1
[1] https://www.jipb.net/EN/1672-9072/current.shtml
[1] https://onlinelibrary.wiley.com/doi/10.1111/jipb.13158?cookieSet=1
[1] https://onlinelibrary.wiley.com/doi/10.1111/jipb.13164?cookieSet=1
[1] https://www.liebertpub.com/doi/10.1089/crispr.2021.0049?cookieSet=1
[1] https://www.nytimes.com/2021/08/17/science/crispr-mosquito-vision.html?searchResultPosition=9
[1] https://twitter.com/Rheum_Matters/status/1440698528859242516
[1] https://twitter.com/Synthego/status/1441809723020427273

Top URLs in Tweet in G9:
[1] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1632698905
[1] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1632546897
[1] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1632611587
[1] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/?utm_medium=social&utm_campaign=echobox&utm_source=Twitter#Echobox=1632500902
[1] https://twitter.com/PlantEssex/status/1440257243773997066

Top URLs in Tweet in G10:
[1] https://time.com/6080127/crispr-mrna/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_medicine&linkId=132564570
[1] https://time.com/6080127/crispr-mrna/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_medicine&linkId=131929011
[1] https://time.com/6080127/crispr-mrna/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_medicine&linkId=132564478
[1] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1632698905
[1] https://time.com/6080127/crispr-mrna/?utm_source=twitter&utm_medium=social&utm_campaign=social-share-article&utm_term=health_innovation

Top Domains
Top Domains in Tweet in Entire Graph:
[402] newscientist.com
[215] twitter.com
[181] nazology.net
[146] gigazine.net
[124] nih.gov
[114] youtube.com
[66] gmwatch.org
[57] phys.org
[56] nature.com
[49] seekingalpha.com

Top Domains in Tweet in G1:
[79] twitter.com
[57] gigazine.net
[39] nih.gov
[32] newscientist.com
[31] phys.org
[27] youtube.com
[21] labroots.com
[18] yahoo.com
[12] nature.com
[12] childrenshealthdefense.org

Top Domains in Tweet in G2:
[35] youtube.com
[20] slate.com
[16] phys.org
[11] twitter.com
[9] addgene.org
[6] synthego.com
[6] projecttopics.org
[5] worldcrisprday.com
[4] forbes.com
[4] innovativegenomics.org

Top Domains in Tweet in G3:
[272] newscientist.com
[1] futurism.com
[1] youtube.com

Top Domains in Tweet in G4:
[178] nazology.net
[59] gigazine.net
[1] co.jp

Top Domains in Tweet in G5:
[4] twitter.com
[2] clinicaltrialsarena.com
[2] phillyvoice.com
[1] biospace.com
[1] tnnthailand.com
[1] blocktoro.com
[1] fiercebiotech.com

Top Domains in Tweet in G6:
[64] gmwatch.org
[30] seekingalpha.com
[5] twitter.com
[3] radian6.com
[2] newscientist.com
[1] biosafety-info.net
[1] or.jp
[1] ulyces.co
[1] testbiotech.org
[1] trustmyscience.com

Top Domains in Tweet in G7:
[14] youtube.com
[9] naukas.com
[9] fundacion-antama.org
[8] chilebio.cl
[4] theonion.com
[3] investigacionyciencia.es
[2] nature.com
[2] newscientist.com
[2] tomatonews.com
[2] twitter.com

Top Domains in Tweet in G8:
[15] isaaa.org
[6] twitter.com
[3] wiley.com
[3] frontiersin.org
[2] wissenschaft-im-dialog.de
[1] jipb.net
[1] liebertpub.com
[1] nytimes.com
[1] biospace.com
[1] gmwatch.org

Top Domains in Tweet in G9:
[4] newscientist.com
[1] twitter.com

Top Domains in Tweet in G10:
[4] time.com
[1] newscientist.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1014] crispr
[96] geneediting
[62] hiv
[55] biotech
[44] genetherapy
[35] sicklecellawarenessmonth
[31] phages
[31] rna
[30] diagnostics
[29] tumor



Top Hashtags in Tweet in G1:
[119] crispr
[24] biotech
[23] geneediting
[14] technology
[13] genetherapy
[10] dna
[9] biotechnology
[8] hiv
[8] genetics
[8] mrna

Top Hashtags in Tweet in G2:
[76] crispr
[20] rna
[16] enzyme
[6] geneediting
[5] worldcrisprday
[4] biotech
[4] genetherapy
[2] fnai
[2] forbes
[2] business

Top Hashtags in Tweet in G3:
[5] crispr
[4] tomate
[1] lamethsci
[1] geneeditedfood
[1] japan
[1] geneticmodification
[1] frankenfood

Top Hashtags in Tweet in G5:
[19] hivcure
[1] hiv

Top Hashtags in Tweet in G6:
[40] crispr
[3] patents
[2] newgmos
[2] newgmo
[1] geneediting
[1] nouveauxogm
[1] neuegentechnik
[1] genomeedited
[1] gerste
[1] pflanzen

Top Hashtags in Tweet in G7:
[77] crispr
[18] trigo
[14] biotecnología
[13] brexit
[9] agricultura
[8] editandogenes
[7] cambioclimático
[6] elretirodelaciencia
[5] plantbreeding
[5] sdg12

Top Hashtags in Tweet in G8:
[29] crispr
[27] geneediting
[9] scicomm
[8] sciart
[6] mandala
[5] planted2021
[5] misherlock
[5] covid19
[3] crop
[3] jipb

Top Words
Top Words in Tweet in Entire Graph:
[4729] crispr
[1015] #crispr
[930] gene
[810] editing
[745] cas9
[615] mrna
[592] first
[483] tomato
[474] edited
[456] vaccines

Top Words in Tweet in G1:
[729] crispr
[137] gene
[125] editing
[119] #crispr
[111] cas9
[79] technology
[78] using
[59] dna
[56] first
[55] research

Top Words in Tweet in G2:
[303] crispr
[76] #crispr
[67] biotech2k1
[60] natharooni
[45] editing
[39] companies
[37] crbu
[37] crisprtalk
[36] beam
[33] gene

Top Words in Tweet in G3:
[321] crispr
[307] newscientist
[296] tomato
[268] edited
[266] food
[266] sale
[265] first
[262] go
[262] world
[34] gaba

Top Words in Tweet in G4:
[178] nazologyinfo
[178] 世界初の遺伝編集トマトが日本で発売開始
[178] 筑波大などによるcrispr遺伝編集によって睡眠改善効果のあるgabaが通常の5倍含まれるトマトが販売を開始
[176] これは最近話題となった肉厚マダイと同じ技術
[58] gigazine
[58] 遺伝子編集でhivの複製能力を殺す治療法が人間でのテスト段階へ

Top Words in Tweet in G5:
[177] hiv
[129] cure
[126] soon
[125] another
[125] promising
[125] functional
[125] coming
[125] summarizing
[125] sources
[125] exciting

Top Words in Tweet in G6:
[170] gene
[131] crispr
[95] editing
[80] gmwatch
[57] investors
[56] damage
[52] bad
[52] news
[48] research
[47] lead

Top Words in Tweet in G7:
[89] crispr
[77] #crispr
[43] jmmulet
[42] lluismontoliu
[40] editado
[36] reino
[36] unido
[34] fundacionantama
[31] libro
[30] japón

Top Words in Tweet in G8:
[96] crispr
[91] rna
[69] using
[65] editing
[62] genome
[47] cas
[46] dna
[46] free
[46] plants
[46] virus

Top Words in Tweet in G9:
[304] crispr
[149] nobelprize
[149] heard
[149] cas9
[149] genetic
[149] scissors
[149] developed
[149] scientists
[149] emmanuelle
[149] charpentier

Top Words in Tweet in G10:
[310] vaccines
[154] covid
[154] 19
[153] tremendous
[153] efficacy
[153] mrna
[153] based
[153] generated
[153] plenty
[153] excitement

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[592] crispr,cas9
[501] gene,editing
[419] crispr,edited
[361] go,sale
[351] edited,food
[346] first,crispr
[340] tomato,first
[340] food,go
[340] sale,world
[272] newscientist,tomato

Top Word Pairs in Tweet in G1:
[100] crispr,cas9
[85] gene,editing
[52] using,crispr
[43] origin,agritech
[39] crispr,gene
[34] agritech,china
[34] china,agricultural
[34] agricultural,university
[34] university,collaborate
[34] collaborate,research

Top Word Pairs in Tweet in G2:
[22] gene,editing
[22] jennifer,doudna
[18] crispr,companies
[18] natharooni,aiminvestor4
[17] treatment,saved
[17] saved,life
[17] life,felt
[17] felt,being
[17] being,ejected
[17] ejected,paradise

Top Word Pairs in Tweet in G3:
[265] crispr,edited
[262] edited,food
[261] tomato,first
[261] first,crispr
[261] food,go
[261] go,sale
[261] sale,world
[255] newscientist,tomato
[32] newscientist,crispr
[30] gene,editing

Top Word Pairs in Tweet in G4:
[178] 世界初の遺伝編集トマトが日本で発売開始,筑波大などによるcrispr遺伝編集によって睡眠改善効果のあるgabaが通常の5倍含まれるトマトが販売を開始
[177] nazologyinfo,世界初の遺伝編集トマトが日本で発売開始
[176] 筑波大などによるcrispr遺伝編集によって睡眠改善効果のあるgabaが通常の5倍含まれるトマトが販売を開始,これは最近話題となった肉厚マダイと同じ技術
[57] gigazine,遺伝子編集でhivの複製能力を殺す治療法が人間でのテスト段階へ

Top Word Pairs in Tweet in G5:
[127] hiv,cure
[125] another,promising
[125] promising,functional
[125] functional,hiv
[125] cure,coming
[125] coming,soon
[125] soon,summarizing
[125] summarizing,sources
[125] sources,exciting
[125] exciting,news

Top Word Pairs in Tweet in G6:
[93] gene,editing
[51] bad,news
[51] news,gene
[46] lead,massive
[45] chromothripsis,bad
[45] editing,crispr
[45] crispr,lead
[45] massive,damage
[45] damage,chromosomes
[45] chromosomes,investors

Top Word Pairs in Tweet in G7:
[36] reino,unido
[27] vaya,japón
[27] japón,comeré
[27] comeré,ensalada
[27] ensalada,tomates
[27] tomates,modificados
[27] modificados,crispr
[27] crispr,salud
[27] salud,greenpeace_esp
[27] greenpeace_esp,ecologistas

Top Word Pairs in Tweet in G8:
[56] genome,editing
[46] free,crispr
[45] dna,free
[45] crispr,cas
[45] cas,genome
[45] editing,plants
[45] plants,using
[45] using,two
[45] two,compatible
[45] compatible,rna

Top Word Pairs in Tweet in G9:
[149] heard,crispr
[149] crispr,crispr
[149] crispr,cas9
[149] cas9,genetic
[149] genetic,scissors
[149] scissors,developed
[149] developed,scientists
[149] scientists,emmanuelle
[149] emmanuelle,charpentier
[149] charpentier,jennifer

Top Word Pairs in Tweet in G10:
[154] covid,19
[154] 19,vaccines
[153] tremendous,efficacy
[153] efficacy,mrna
[153] mrna,based
[153] based,covid
[153] vaccines,generated
[153] generated,plenty
[153] plenty,excitement
[153] excitement,potential

Top Replied-To
Top Replied-To in Entire Graph:
@biotech2k1
@natharooni
@crispr_news
@drkaanyl
@newscientist
@eulaliachristop
@bogochisaac
@crisprtalk
@aurmanark
@satiricusrex

Top Replied-To in G2:
@biotech2k1
@natharooni
@aurmanark
@crisprtalk
@hassanaesthetic
@crisprinvestors
@john_evans3
@ro_portu
@capitalmorty
@vaedermacher

Top Replied-To in G3:
@newscientist
@melody47593267
@greedspam
@p_giulietta
@gabbierose26
@asmrcowgirl1
@jjamesmcl
@98anon10

Top Replied-To in G4:
@nazologyinfo

Top Replied-To in G6:
@deblauwetijger
@bratton
@gmwatch
@timothyawise
@alice47706101
@fantail34279164

Top Replied-To in G7:
@lluismontoliu
@amartinezarias
@birloque
@jmmulet
@vvoikar

Top Replied-To in G8:
@bitesizebio
@shanesoup1
@ricardo_oliva_p
@crispr_news
@drjanexu
@plantophagy
@davidda1984

Top Mentioned
Top Mentioned in Entire Graph:
@newscientist
@nazologyinfo
@nobelprize
@time
@drbmsg
@tostadas_md_phd
@dralhawsawi
@ksamuk
@bogochisaac
@evopsychgoogle

Top Mentioned in G1:
@thepostsynaptic
@ahmadsa216
@ideafaktory
@cmencke
@supamalaman
@doo_aka
@jebbuk
@tweetviewer3
@oorja_label
@bio_eclipse

Top Mentioned in G2:
@biotech2k1
@natharooni
@crisprtalk
@hassanaesthetic
@aiminvestor4
@youtube
@nature
@mit
@rarestape
@ro_portu

Top Mentioned in G3:
@newscientist
@mjflepage
@lamethodefc
@new
@rowhoop
@gabbierose26
@tjohn789

Top Mentioned in G4:
@nazologyinfo
@gigazine
@ykamit
@sendaitribune

Top Mentioned in G5:
@drbmsg
@hunterlike_
@defeathiv
@titan09898075
@snowball_ll
@davenewworld_2
@backtoblack6666
@clinical
@iasociety
@bogochisaac

Top Mentioned in G6:
@gmwatch
@oliverdowding
@stephanieseneff
@docteurgonzo4
@grain_org
@rothamsted
@forscherrobert
@testbiotech
@maywamontenegro
@drvandanashiva

Top Mentioned in G7:
@jmmulet
@lluismontoliu
@fundacionantama
@greenpeace_esp
@ecologistas
@divulcc
@bioamara
@flmadrid
@chilebio_ag

Top Mentioned in G8:
@ja_daros
@dc_sciart
@ricardo_oliva_p
@jipbio
@wissimdialog
@annahenschel
@doudnajennifer
@sweenachaudhari
@curiou16
@thuenen_aktuell

Top Mentioned in G9:
@nobelprize
@newscientist
@omarabudayyeh
@lluismontoliu
@birloque
@shellie_wall

Top Mentioned in G10:
@time
@newscientist

Top Tweeters
Top Tweeters in Entire Graph:
@simanekomama
@tokoroten510
@robinsnewswire
@zyiteblog
@zyitegadgets
@yoshiki7111
@peruenlanoticia
@bella623
@newsoneplace
@gambiste1

Top Tweeters in G1:
@robinsnewswire
@yoshiki7111
@newsoneplace
@jokottenweb
@crweworld
@pairsonnalitesn
@newsfilterio
@lucas_wyrsch
@harasu_onigiri
@emccoy_writer

Top Tweeters in G2:
@gambiste1
@seekingalpha
@businessinsider
@fl85
@drpatfarrell
@slate
@amyharlib
@mediaredef
@forbes
@rmendez1

Top Tweeters in G3:
@ansisegle
@corruptnsw
@815wrldtrvlr
@ngourd
@riyadhalrifai
@jjohnson2u
@notgeauxgabby
@indiasbigdebate
@samljpage
@equateall

Top Tweeters in G4:
@tokoroten510
@d_plius
@suika_sheep
@portero76
@nochefleur
@freetibet2008
@hennyana1
@t0biucnd96u3nlf
@mixed_text
@tokyodog

Top Tweeters in G5:
@asyrafverymalay
@ariffazam_
@safuanshaffuan
@etiennettelayla
@nnschiller
@davenewworld_2
@cassieous
@mraklil
@blacktrixx
@titanklang

Top Tweeters in G6:
@_redfrog
@m2bliquis
@caligirlleftie
@jim_b60
@garioncoyote
@raeganlady
@ajenglish
@1kilroywashere
@tt85207533
@50linesonly

Top Tweeters in G7:
@411emilio
@kaluapiscis
@uribex
@ayirpelle
@raquelgarciade2
@emulenews
@gargotejant
@gfer66
@encarnasanchezg
@santiagobio

Top Tweeters in G8:
@botfemale
@jlq529
@agrobiodiverse
@danvzla
@b0tsci
@scicommbot
@deer174229
@toongo
@selvarajguru
@pozmagazine

Top Tweeters in G9:
@chrisbrey1
@rockslashjeffry
@dirac7
@malikahh77
@lurigdramacdall
@dianadi58
@anubi_inpw
@macilree
@imiguel78
@cheetahplains

Top Tweeters in G10:
@world_news_eng
@pimmaiden
@loyalfan1
@lorettabower3
@marconavarrolor
@youranonriots
@inforenique
@kane007
@richardupuy
@time


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