CRISPR, Twitter, 6/19/2019 3:25:34 AM, 200418


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CRISPR_2019-06-18_16-53-43.xlsx
CRISPR_2019-06-18_16-53-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2019
Short Description:
CRISPR via NodeXL http://bit.ly/2IoFK8E
@nature
@techreview
@genbio
@cryptobiotech
@statnews
@antonioregalado
@sanneklompe
@gsk
@padminipillai
@crisprjournal

Top hashtags:
#crispr
#pioneer
#geneediting
#researchhighlight
#sixwordhorror
#crisprconchat
#biotech

Description:
Description
The graph represents a network of 4,647 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, 18 June 2019 at 23:55 UTC.

The requested start date was Tuesday, 18 June 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 4-day, 13-hour, 27-minute period from Thursday, 13 June 2019 at 10:32 UTC to Tuesday, 18 June 2019 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 : 4647
Unique Edges : 5714
Edges With Duplicates : 1260
Total Edges : 6974
Number of Edge Types : 3
Tweet : 1483
Mentions : 5173
Replies to : 318
Self-Loops : 1483
Reciprocated Vertex Pair Ratio : 0.0297786720321932
Reciprocated Edge Ratio : 0.0578350918327472
Connected Components : 1063
Single-Vertex Connected Components : 666
Maximum Vertices in a Connected Component : 2546
Maximum Edges in a Connected Component : 4467
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.860418
Graph Density : 0.000237054608989122
Modularity : 0.721986
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[93] https://www.nature.com/articles/s41579-019-0226-1
[75] https://www.statnews.com/2019/06/13/gsk-partners-with-crispr-pioneer-doudna-to-search-for-new-drugs/
[64] https://www.technologyreview.com/s/612458/exclusive-chinese-scientists-are-creating-crispr-babies/
[45] https://www.sciencemag.org/news/2019/06/university-california-crispr-researchers-form-drug-discovery-alliance-pharma-giant
[34] https://www.technologyreview.com/s/613666/crispr-pig-organs-are-being-implanted-in-monkeys-to-see-if-theyre-safe-for-humans/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=tr_social
[34] https://www.nature.com/articles/d41586-019-01770-x
[33] https://www.sciencemag.org/news/2019/06/russian-geneticist-answers-challenges-his-plan-make-gene-edited-babies
[31] https://www.technologyreview.com/f/613769/for-drug-industry-the-prescription-is-more-crispr/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=tr_social
[30] https://www.nature.com/articles/s41586-019-1323-z
[29] https://www.statnews.com/2019/05/02/crispr-targeting-cancer-seeking-go-ahead/

Top URLs in Tweet in G1:
[23] https://www.technologyreview.com/f/613769/for-drug-industry-the-prescription-is-more-crispr/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=tr_social
[20] https://www.sciencemag.org/news/2019/06/university-california-crispr-researchers-form-drug-discovery-alliance-pharma-giant
[13] https://www.statnews.com/2019/05/02/crispr-targeting-cancer-seeking-go-ahead/
[11] https://www.fiercebiotech.com/research/a-crispr-alternative-for-editing-genes-without-cutting
[11] https://www.technologyreview.com/s/613666/crispr-pig-organs-are-being-implanted-in-monkeys-to-see-if-theyre-safe-for-humans/
[11] https://www.technologyreview.es/s/11233/los-organos-de-cerdos-crispr-ya-se-estan-trasplantando-en-monos
[10] https://www.xataka.com/medicina-y-salud/revolucion-crispr-llega-a-transgenicos-equipo-investigacion-descubre-nueva-tecnica-para-insertar-piezas-adn
[10] https://www.nature.com/articles/d41586-019-01770-x
[8] https://www.nature.com/articles/d41586-019-01786-3
[8] http://agroruralnoticias.com.ar/noticias_pagina.php?noticia=18158

Top URLs in Tweet in G2:
[50] https://www.statnews.com/2019/06/13/gsk-partners-with-crispr-pioneer-doudna-to-search-for-new-drugs/
[14] https://www.statnews.com/2019/06/17/crispr-lab-begs-the-question-where-is-the-line-between-industry-and-academia/
[11] https://www.statnews.com/2019/06/13/podcast-biohacking-josiah-zayner-crispr-twist/
[11] https://news.berkeley.edu/2019/06/13/glaxosmithkline-taps-ucs-crispr-expertise-to-speed-drug-discovery/
[9] https://www.sciencemag.org/news/2019/06/university-california-crispr-researchers-form-drug-discovery-alliance-pharma-giant
[6] https://www.statnews.com/2019/06/17/san-francisco-drug-development-crispr/
[6] https://www.statnews.com/2019/06/17/crispr-lab-begs-the-question-where-is-the-line-between-industry-and-academia?utm_content=buffere175c&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic
[6] https://www.nature.com/articles/d41586-019-01824-0
[5] https://www.sciencemag.org/news/2019/06/russian-geneticist-answers-challenges-his-plan-make-gene-edited-babies
[5] https://www.nature.com/articles/d41587-019-00012-9

Top URLs in Tweet in G3:
[9] https://www.genengnews.com/news/crispr-cas9-gene-editing-used-to-engineer-primate-model-of-autism/
[7] https://www.genengnews.com/insights/crispr-jumps-in-new-direction/
[5] https://www.nature.com/articles/s41586-019-1323-z
[5] https://science.sciencemag.org/content/early/2019/06/05/science.aax9181
[5] https://www.sciencemag.org/news/2019/06/russian-geneticist-answers-challenges-his-plan-make-gene-edited-babies
[3] https://science.sciencemag.org/content/early/2019/06/05/science.aax9181/tab-article-info
[2] https://www.nature.com/articles/s41587-019-0152-9
[2] https://genomebiology.biomedcentral.com/articles/10.1186/s13059-019-1678-3
[2] http://go-wine.com/wine-channel-video-829-jos-vouillamoz--session-5-vineyard-developments.html
[2] https://www.statnews.com/2019/06/06/jumping-genes-could-help-crispr-replace-disease-causing-dna/

Top URLs in Tweet in G4:
[10] https://www.sciencemag.org/news/2019/06/university-california-crispr-researchers-form-drug-discovery-alliance-pharma-giant
[10] https://genotipia.com/genetica_medica_news/rebrikov-bebes-crispr/
[5] https://www.spectrumnews.org/news/injecting-crispr-fetal-brain-may-correct-autism-mutations/
[5] https://www.clinicalomics.com/topics/precision-medicine-topic/crispr-cas9-used-to-create-primate-model-of-autism/
[4] https://www.nursingblog.com.ng/crispr-cas9-gene-editing-used-to-engineer-primate-model-of-autism/
[3] https://www.nature.com/articles/d41586-019-01786-3
[3] https://www.nature.com/articles/s41586-019-1323-z
[3] https://www.genengnews.com/news/crispr-cas9-gene-editing-used-to-engineer-primate-model-of-autism/
[3] https://www.spectrumnews.org/news/monkeys-autism-mutation-show-conditions-key-traits/
[3] https://www.technologyreview.es/s/11233/los-organos-de-cerdos-crispr-ya-se-estan-trasplantando-en-monos

Top URLs in Tweet in G5:
[59] https://www.technologyreview.com/s/612458/exclusive-chinese-scientists-are-creating-crispr-babies/
[24] https://www.technologyreview.com/s/613666/crispr-pig-organs-are-being-implanted-in-monkeys-to-see-if-theyre-safe-for-humans/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=tr_social
[15] https://www.technologyreview.com/f/613661/crispr-babies-gene-editing-scientist-china-russia-hiv/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter
[8] https://www.technologyreview.com/f/613769/for-drug-industry-the-prescription-is-more-crispr/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=tr_social
[6] https://www.technologyreview.com/s/613666/crispr-pig-organs-are-being-implanted-in-monkeys-to-see-if-theyre-safe-for-humans/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=social_share&utm_content=2019-06-13
[4] https://www.technologyreview.com/f/613769/for-drug-industry-the-prescription-is-more-crispr/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=social_share&utm_content=2019-06-14
[4] http://www.scienceforthepeople.ca/episodes/honey-i-crisprd-the-kids
[3] https://www.statnews.com/2019/06/17/crispr-lab-begs-the-question-where-is-the-line-between-industry-and-academia/
[3] https://www.technologyreview.com/s/613666/crispr-pig-organs-are-being-implanted-in-monkeys-to-see-if-theyre-safe-for-humans/
[3] https://www.technologyreview.com/f/613661/crispr-babies-gene-editing-scientist-china-russia-hiv/?linkId=68868119

Top URLs in Tweet in G6:
[6] https://www.nature.com/articles/s41586-019-1323-z
[2] https://twitter.com/cryptobiotech/status/1139831399488163840
[1] https://www.nature.com/articles/s41586-019-1278-0
[1] https://www.statnews.com/2019/06/17/crispr-lab-begs-the-question-where-is-the-line-between-industry-and-academia?utm_content=buffere175c&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic
[1] https://phys.org/news/2019-06-gene-editor-harnesses-genes-precise.html
[1] https://www.biorxiv.org/content/10.1101/670554v1
[1] https://science.sciencemag.org/content/early/2019/06/05/science.aax9181
[1] https://www.genengnews.com/insights/crispr-jumps-in-new-direction/

Top URLs in Tweet in G7:
[1] https://www.thecrimson.com/article/2018/9/11/crispr-broad-won/
[1] https://www.sciencefocus.com/science/who-really-discovered-crispr-emmanuelle-charpentier-and-jennifer-doudna-or-the-broad-institute/
[1] https://www.statnews.com/2019/06/13/gsk-partners-with-crispr-pioneer-doudna-to-search-for-new-drugs/

Top URLs in Tweet in G8:
[1] https://www.nature.com/articles/s41586-019-1323-z
[1] https://twitter.com/NatureBiotech/status/1140606014485618688
[1] http://assert.pub/biorxiv/biochemistry/all
[1] http://assert.pub/papers/667758
[1] http://assert.pub/biorxiv/genomics/all
[1] http://assert.pub/papers/657650
[1] https://theses.u-bretagneloire.fr/egaal/theses-2019/bases-moleculaires-du-determinisme-mater?key=jzDkBv3zPJZgRDrmk8NwHjCFS6J4dwkc5H7CbBgRBj7XmS9sKTmN7MWN
[1] https://www.sanger.ac.uk/news/view/crispr-catches-out-critical-cancer-changes?utm_content=buffer4e28e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/binmohammed07/status/1140164258677833731?s=21
[1] https://link.springer.com/article/10.1007/s00125-019-4908-z

Top URLs in Tweet in G9:
[4] https://www.boldbusiness.com/health/crispr-therapeutics-gene-editing/
[2] https://twitter.com/CRISPRcon/status/1139170528210640896
[2] https://musculardystrophynews.com/2019/06/07/grant-parent-project-muscular-dystrophy-crispr-cas9-dmd-gene-therapy/?utm_content=buffer2f5bf&utm_medium=social&utm_source=twitter.com&utm_campaign=bufferiab
[1] https://allianceforscience.cornell.edu/blog/2019/05/organic-farming-gene-editing-oxymoron-tool-sustainable-agriculture-2/
[1] https://allianceforscience.cornell.edu/blog/2019/06/gene-editing-save-ghanas-cocoa-extinction-scientists-say/?fbclid=IwAR2ibF-q4IbCRaN84sLcAWyaMArDDjDamu0n67DkTvI2CupjP7WrVsWNfRA
[1] https://www.nature.com/articles/d41586-019-01786-3
[1] https://www.geneticsandsociety.org/biopolitical-times/center-genetics-and-society-statement-russian-biologists-plan-produce-gene
[1] https://www.geneticsandsociety.org/internal-content/5-reasons-say-no-genetically-modified-humans
[1] https://www.lepoint.fr/sciences-nature/louise-fresco-la-genetique-aidera-l-alimentation-de-demain-13-06-2019-2318781_1924.php
[1] https://openinnovation.corteva.com/

Top URLs in Tweet in G10:
[2] https://www.ihsm.uma-csic.es/comunicacion/601
[1] https://www.sciencemag.org/news/2019/06/russian-geneticist-answers-challenges-his-plan-make-gene-edited-babies
[1] https://www.nature.com/articles/d41586-019-01770-x
[1] https://www.latostadora.com/sararc/1/4/o2/
[1] https://twitter.com/arrigeorg/status/1139488510229065728?s=21
[1] https://arrige.org
[1] http://www.csic.es/home?p_p_id=contentviewerservice_WAR_alfresco_packportlet&p_p_lifecycle=1&p_p_state=maximized&p_p_mode=view&p_p_col_id=column-1-2&p_p_col_count=2&_contentviewerservice_WAR_alfresco_packportlet_struts_action=/contentviewer/view&_contentviewerservice_WAR_alfresco_packportlet_nodeRef=workspace://SpacesStore/f1b5ed3b-e10d-4659-a5ce-03a2af6f79c7&_contentviewerservice_WAR_alfresco_packportlet_gsa_index=false&_contentviewerservice_WAR_alfresco_packportlet_title=noticias&contentType=news
[1] https://twitter.com/ArrigeOrg/status/1139488510229065728
[1] https://www.amazon.es/Editando-genes-recorta-maravillosas-herramientas/dp/8494924516/ref=sr_1_2?ie=UTF8&qid=1546451456&sr=8-2&keywords=NEXT+DOOR+PUBLISHERS
[1] https://www.agenciasinc.es/Noticias/La-mutacion-de-las-gemelas-CRISPR-aumenta-la-mortalidad

Top Domains
Top Domains in Tweet in Entire Graph:
[262] nature.com
[244] technologyreview.com
[203] statnews.com
[161] twitter.com
[105] sciencemag.org
[44] genengnews.com
[43] nih.gov
[36] synthego.com
[36] biorxiv.org
[36] xataka.com

Top Domains in Tweet in G1:
[66] technologyreview.com
[52] twitter.com
[46] nature.com
[35] statnews.com
[29] sciencemag.org
[28] nih.gov
[21] dlvr.it
[19] fiercebiotech.com
[18] biorxiv.org
[16] lnkd.in

Top Domains in Tweet in G2:
[118] statnews.com
[14] sciencemag.org
[14] twitter.com
[13] nature.com
[12] bizjournals.com
[11] berkeley.edu
[7] pharmaceuticalintelligence.com
[5] technologyreview.com
[5] xconomy.com
[4] genengnews.com

Top Domains in Tweet in G3:
[19] genengnews.com
[18] nature.com
[14] sciencemag.org
[11] twitter.com
[5] addgene.org
[5] idtdna.com
[4] statnews.com
[4] crispr2019.org
[3] go-wine.com
[3] qc.ca

Top Domains in Tweet in G4:
[22] nature.com
[13] sciencemag.org
[11] genotipia.com
[10] spectrumnews.org
[6] com.ng
[5] genengnews.com
[5] clinicalomics.com
[3] technologyreview.es
[3] twitter.com
[3] axios.com

Top Domains in Tweet in G5:
[135] technologyreview.com
[4] statnews.com
[4] scienceforthepeople.ca
[3] twitter.com
[3] scientificamerican.com
[2] acs.org
[2] cnn.com
[2] popularmechanics.com
[2] psychologytoday.com
[1] mailchi.mp

Top Domains in Tweet in G6:
[7] nature.com
[2] twitter.com
[1] statnews.com
[1] phys.org
[1] biorxiv.org
[1] sciencemag.org
[1] genengnews.com

Top Domains in Tweet in G7:
[1] thecrimson.com
[1] sciencefocus.com
[1] statnews.com

Top Domains in Tweet in G8:
[4] assert.pub
[2] twitter.com
[1] nature.com
[1] u-bretagneloire.fr
[1] ac.uk
[1] springer.com

Top Domains in Tweet in G9:
[5] twitter.com
[4] boldbusiness.com
[3] mdc-berlin.de
[2] cornell.edu
[2] nature.com
[2] geneticsandsociety.org
[2] musculardystrophynews.com
[2] genengnews.com
[1] lepoint.fr
[1] corteva.com

Top Domains in Tweet in G10:
[4] twitter.com
[2] nature.com
[2] agenciasinc.es
[2] uma-csic.es
[1] sciencemag.org
[1] latostadora.com
[1] arrige.org
[1] csic.es
[1] amazon.es
[1] elpais.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1155] crispr
[118] pioneer
[98] geneediting
[93] researchhighlight
[61] sixwordhorror
[53] crisprconchat
[47] biotech
[40] genomics
[37] icymi
[33] news



Top Hashtags in Tweet in G1:
[153] crispr
[12] biotech
[11] geneediting
[10] innovation
[8] gene
[8] science
[8] genetherapy
[7] dna
[7] genetics
[7] technology

Top Hashtags in Tweet in G2:
[146] crispr
[33] news
[27] geneediting
[21] genomics
[16] biotech
[11] genetics
[9] drugdiscovery
[8] precisionmedicine
[8] research
[7] pharma

Top Hashtags in Tweet in G3:
[169] crispr
[27] crispr2019
[7] autism
[6] genome
[6] geneediting
[5] genomeediting
[4] rnasynthesis
[4] customsynthesis
[4] quebeccongres
[3] speedbreeding

Top Hashtags in Tweet in G4:
[53] crispr
[17] scicomm
[14] autism
[14] genomics
[10] meded
[10] technology
[5] bigdata
[3] science
[3] raredisease
[3] gene

Top Hashtags in Tweet in G5:
[58] sixwordhorror
[9] bioethics
[9] crispr
[4] stemcell
[3] artificialintelligence
[2] science
[2] innovation
[2] genetics
[2] technology
[1] leadership

Top Hashtags in Tweet in G7:
[113] crispr
[113] pioneer
[1] womeninstem
[1] womeninscience
[1] chicagoscience19

Top Hashtags in Tweet in G8:
[7] crispr
[3] transposon
[1] pioneer
[1] epigenetic
[1] epigenomic
[1] genomics
[1] zebrafish
[1] piggybac
[1] toptweet

Top Hashtags in Tweet in G9:
[100] crispr
[48] crisprconchat
[21] geneediting
[15] lndw19
[10] climatechange
[10] lndw_mdc
[9] agriculture
[8] crisprcon2019
[8] biotech
[7] kluegstenacht

Top Hashtags in Tweet in G10:
[40] crispr
[23] cng2019
[13] málaga
[11] cristalerauam
[11] bdebate
[6] naukascoruña2019
[5] editandogenes
[4] edicióngenética
[2] eshg2019
[1] crispr2019

Top Words
Top Words in Tweet in Entire Graph:
[2469] Words in Sentiment List#1: Positive
[1410] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[100591] Non-categorized Words
[104470] Total Words
[3191] crispr
[1155] #crispr
[746] new
[574] editing
[550] gene

Top Words in Tweet in G1:
[636] crispr
[153] #crispr
[128] editing
[121] gene
[117] new
[102] cas9
[78] more
[64] s
[62] genes
[57] drug

Top Words in Tweet in G2:
[273] crispr
[223] gsk
[212] new
[146] #crispr
[137] ucberkeley
[127] ucsf
[122] doudna
[118] statnews
[103] drug
[95] weissman

Top Words in Tweet in G3:
[200] crispr
[169] #crispr
[88] editing
[87] new
[58] rebrikov
[45] dna
[44] lab
[43] cas9
[36] rna
[35] shsternberg

Top Words in Tweet in G4:
[213] crispr
[140] nature
[103] genome
[62] dna
[60] cas
[60] editing
[53] #crispr
[52] denis
[52] rebrikov
[50] system

Top Words in Tweet in G5:
[183] techreview
[159] crispr
[102] gene
[85] babies
[81] scientists
[73] giant
[70] pharma
[62] creating
[59] chinese
[58] #sixwordhorror

Top Words in Tweet in G6:
[105] nature
[104] コロンビア大から報告されたcrisprシステム
[104] integrate
[104] が熱い
[104] コレラ菌由来トランスポゾン機能を融合させたこのシステムは
[104] 遺伝子を
[104] 切断
[104] することなく
[104] 挿入
[104] を実現する

Top Words in Tweet in G7:
[226] dr
[123] crispr
[119] padminipillai
[117] google
[117] scientists
[114] jennifer
[114] emmanuelle
[113] notice
[113] listed
[113] photo

Top Words in Tweet in G8:
[120] crispr
[105] paper
[102] cas
[100] sanneklompe
[99] transposon
[97] hey
[97] twitter
[97] super
[97] stoked
[97] plug

Top Words in Tweet in G9:
[100] #crispr
[48] #crisprconchat
[38] crisprcon
[30] crispr
[22] world
[21] #geneediting
[18] s
[17] igisci
[16] scienceally
[16] first

Top Words in Tweet in G10:
[62] lluismontoliu
[49] crispr
[45] genética
[41] edición
[40] #crispr
[23] curso
[23] nacional
[23] #cng2019
[22] hoy
[22] segenetica

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[261] gene,editing
[248] crispr,cas9
[240] crispr,cas
[198] jennifer,doudna
[159] cas,systems
[137] genome,editing
[137] transposon,encoded
[135] encoded,crispr
[135] systems,direct
[134] crispr,babies

Top Word Pairs in Tweet in G1:
[82] crispr,cas9
[74] gene,editing
[41] use,crispr
[41] pharma,giant
[37] drug,discovery
[28] new,drugs
[27] crispr,cas
[25] university,california
[22] without,cutting
[22] pig,organs

Top Word Pairs in Tweet in G2:
[71] new,laboratory
[67] gsk,partners
[64] ucberkeley,ucsf
[64] jennifer,doudna
[60] jonathan,weissman
[51] laboratory,genomics
[50] crispr,pioneer
[36] pioneer,jennifer
[34] weissman,ucsf
[34] joining,forces

Top Word Pairs in Tweet in G3:
[30] rna,guided
[27] guided,dna
[25] future,editing
[25] editing,medicine
[25] medicine,new
[25] new,actor
[25] actor,understudy
[25] understudy,now
[25] now,crispr
[25] crispr,borrowed

Top Word Pairs in Tweet in G4:
[55] crispr,cas
[52] denis,rebrikov
[49] genome,editing
[49] editing,system
[49] dna,genome
[48] fully,programmable
[48] cas,genome
[48] insertion,dna
[47] programmable,crispr
[47] system,mediates

Top Word Pairs in Tweet in G5:
[70] pharma,giant
[67] crispr,babies
[59] chinese,scientists
[59] scientists,creating
[59] creating,crispr
[58] #sixwordhorror,chinese
[57] techreview,#sixwordhorror
[56] techreview,pharma
[41] pig,organs
[41] organs,monkeys

Top Word Pairs in Tweet in G6:
[104] コロンビア大から報告されたcrisprシステム,integrate
[104] integrate,が熱い
[104] が熱い,nature
[104] nature,コレラ菌由来トランスポゾン機能を融合させたこのシステムは
[104] コレラ菌由来トランスポゾン機能を融合させたこのシステムは,遺伝子を
[104] 遺伝子を,切断
[104] 切断,することなく
[104] することなく,挿入
[104] 挿入,を実現する
[103] cryptobiotech,コロンビア大から報告されたcrisprシステム

Top Word Pairs in Tweet in G7:
[114] google,crispr
[113] crispr,notice
[113] notice,scientists
[113] scientists,listed
[113] listed,photo
[113] photo,#crispr
[113] #crispr,#pioneer
[113] #pioneer,dr
[113] dr,jennifer
[113] jennifer,doudna

Top Word Pairs in Tweet in G8:
[102] crispr,cas
[97] hey,twitter
[97] twitter,super
[97] super,stoked
[97] stoked,plug
[97] plug,first
[97] first,paper
[97] paper,sternberg
[97] sternberg,lab
[97] lab,transposon

Top Word Pairs in Tweet in G9:
[15] first,#crisprconchat
[13] #crispr,#geneediting
[13] #crispr,interview
[13] interview,louiseofresco
[13] louiseofresco,ex
[13] ex,dirigeante
[13] dirigeante,l'organisation
[13] l'organisation,l'onu
[13] l'onu,pour
[13] pour,l'agriculture

Top Word Pairs in Tweet in G10:
[23] curso,nacional
[23] nacional,genética
[21] edición,genética
[21] human,embryos
[14] aplican,edición
[14] edición,génica
[14] embriones,humanos
[13] científicos,ihsm_csic_uma
[13] ihsm_csic_uma,infouma
[13] infouma,#málaga

Top Replied-To
Top Replied-To in Entire Graph:
@crisprcon
@nature
@olivefarmer
@profgemmell
@padminipillai
@mbeisen
@gsk
@davidwtaylorjr
@bollgare
@rightwingwatch

Top Replied-To in G1:

Top Replied-To in G2:
@gsk
@matthewherper
@dteb16
@sesiegler
@arrigeorg
@cshperspectives
@atulbutte
@_b_i_o_t_e_c_h_

Top Replied-To in G3:
@davidwtaylorjr
@ivalaine
@gaetanburgio
@rvwetjo
@docdellaire
@nature
@crisprjournal
@mallyse
@crisprflydesign
@zhangf

Top Replied-To in G4:
@nature
@naturenews

Top Replied-To in G5:
@techreview

Top Replied-To in G7:
@padminipillai
@virusesimmunity
@francescacigna
@lishevita
@genie4fun

Top Replied-To in G9:
@crisprcon
@martinpacesa
@c_g_s
@dusa_dv
@wiebren
@samcarlisle
@robertveritas
@brainshospital
@scienceinboston
@meganmolteni

Top Replied-To in G10:
@buhonsa
@__lue___
@lluismontoliu

Top Mentioned
Top Mentioned in Entire Graph:
@techreview
@ucberkeley
@gsk
@statnews
@nature
@padminipillai
@ucsf
@sanneklompe
@cryptobiotech
@naturerevmicro

Top Mentioned in G1:
@jedell2006
@investgrup
@biotherapeutic1
@bilimvegelecek
@corneliaamiri
@renal_bio
@shartstorm8d8
@iamwire
@alternativemed4

Top Mentioned in G2:
@ucberkeley
@gsk
@statnews
@ucsf
@matthewherper
@doudna_lab
@atulbutte
@u
@rebeccadrobbins
@4lovofscience

Top Mentioned in G3:
@shsternberg
@zhangf
@gaetanburgio
@naturebiotech
@sciencecohen
@urnovfyodor
@crispr2019
@crisprjournal
@genbio
@nevillesanjana

Top Mentioned in G4:
@nature
@naturenews
@genotipia
@newsfromscience
@primary_immune
@cienciaon
@mcgovernmit
@axios
@neurocellpress
@genbio

Top Mentioned in G5:
@techreview
@bermaninstitute
@beebrookshire
@sciam
@sci4thepeople
@awesomecon
@thsaey
@aregenberg
@annealiz1
@statnews

Top Mentioned in G6:
@cryptobiotech
@bio_stations
@keloinwell
@ryotaiino
@statnews
@yaiyaiyaiyaiiii
@genbio

Top Mentioned in G7:
@padminipillai
@tarekfadel
@dannysullivan
@virusesimmunity
@google
@cshl
@pollyp1
@madamscientist
@choo_ek
@odedrechavi

Top Mentioned in G8:
@sanneklompe
@binmohammed07
@nature
@aprilpawluk
@jul_decoy
@diabetologiajnl
@urnovfyodor
@assert_pub
@padminipillai
@mfwhite2

Top Mentioned in G9:
@crisprcon
@igisci
@scienceally
@louiseofresco
@mdc_berlin
@wur
@info_nbt
@bimsb_mdc
@c_g_s
@europabio

Top Mentioned in G10:
@lluismontoliu
@segenetica
@ihsm_csic_uma
@infouma
@fuam_uam
@csic
@malagacc
@arrigeorg
@carlossierr2912
@agencia_sinc

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@alllibertynews
@myfavoritescene
@koltovskoyyakov
@limportant_fr
@dakotafinancial
@the_mantese
@elespectador
@prpnews
@jcsura

Top Tweeters in G1:
@occuworld
@koltovskoyyakov
@limportant_fr
@dakotafinancial
@the_mantese
@elespectador
@prpnews
@viajandoperdido
@seekingalpha
@ecointernetdrgb

Top Tweeters in G2:
@business
@spanishcountry
@machinelearn_d
@kentbottles
@drferdowsi
@sfbusinesstimes
@sesiegler
@mogulazam
@lucasllach
@spitta1969

Top Tweeters in G3:
@franceinfo
@shauncoffey
@inf
@prometheusgreen
@drng
@ed
@portefeuillefun
@jeanrossignol
@schneiderleonid
@armandpetit13

Top Tweeters in G4:
@asher_wolf
@zephyorg
@andrewmorrisuk
@snrtg
@derrelldurrett
@marvinharris76
@ecoli071
@_open_science_
@biomickwatson
@melanalyst

Top Tweeters in G5:
@baronianconsult
@stockexchange
@twidaq
@cnnee
@califquail1969
@thinkalot
@connectikpeople
@katriord
@waronwaroff
@ashishchauhan

Top Tweeters in G6:
@myfavoritescene
@mesonco
@aomonoya
@uncorrelated
@katsumitk
@ihayato
@autumn_dream
@aynornataphilia
@kurinoshippo
@mamimume_red

Top Tweeters in G7:
@newilluminatus
@doctorow
@tummler10
@ellabellableu
@dannysullivan
@isabelvalin
@rearidinghood
@jasonwilliamsny
@navinpokala
@radiomusings

Top Tweeters in G8:
@micfuckabee
@cundurraga
@irehero
@manueltard
@khudranshomrani
@valeriemarch
@carlosrof
@sarcasticsarahs
@yalhendi0
@lizziebillingt1

Top Tweeters in G9:
@christoferguson
@roytindle
@susfree
@reezyard
@janceesvogelaar
@iambiotech
@jeansforgenes
@statistiekcbs
@wiebren
@europabio

Top Tweeters in G10:
@ngarrigosp
@bioamara
@lauramorron
@karmayoral
@mcastigarcia
@sararc83
@herrerillo
@quin_dra
@mgclaros
@lastk