CRISPR, Twitter, 7/13/2021 1:53:28 PM, 258641


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CRISPR_2021-07-13_02-51-21.xlsx
CRISPR_2021-07-13_02-51-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 13, 2021
Short Description:
CRISPR via NodeXL https://bit.ly/2VHsDc1
@banfieldjill
@satoruo
@gaetanburgio
@rhoystarkiller
@sciencecrisp
@nar_open
@crisprjournal
@intelliatweets
@crisprinvestors
@igisci

Top hashtags:
#crispr
#geneediting
#science
#dna
#covid19
#biotech
#biotechnology
#genetics

Description:
Description
The graph represents a network of 7,788 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, 13 July 2021 at 10:04 UTC.

The requested start date was Tuesday, 13 July 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, 36-minute period from Monday, 05 July 2021 at 14:23 UTC to Monday, 12 July 2021 at 23:59 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 : 7788
Unique Edges : 4389
Edges With Duplicates : 10573
Total Edges : 14962
Number of Edge Types : 5
Retweet : 4718
MentionsInRetweet : 5717
Mentions : 1915
Replies to : 809
Tweet : 1803
Self-Loops : 1875
Reciprocated Vertex Pair Ratio : 0.0281540504648074
Reciprocated Edge Ratio : 0.054766210281581
Connected Components : 1603
Single-Vertex Connected Components : 880
Maximum Vertices in a Connected Component : 3920
Maximum Edges in a Connected Component : 9460
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.509096
Graph Density : 0.000127660649434227
Modularity : 0.526212
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,788 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, 13 July 2021 at 10:04 UTC.

The requested start date was Tuesday, 13 July 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, 36-minute period from Monday, 05 July 2021 at 14:23 UTC to Monday, 12 July 2021 at 23:59 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:
[70] https://futurism.com/the-byte/crispr-gene-editing-space-astronauts
[43] https://www.sciencemag.org/news/2021/06/crispr-injected-blood-treats-genetic-disease-first-time
[36] https://www.genengnews.com/news/facemask-detects-sars-cov-2-using-crispr-based-sherlock-technology/
[36] https://jp.techcrunch.com/2021/07/06/nasa-crispr-dna/
[29] https://singularityhub.com/2021/07/01/breakthrough-crispr-gene-therapy-could-be-a-one-and-done-injection/
[27] https://singularityhub.com/2021/05/11/a-new-gene-editing-tool-rivals-crispr-and-can-make-millions-of-edits-at-once/
[24] https://singularityhub.com/2021/04/13/a-massive-new-gene-editing-project-is-out-to-crush-alzheimers/amp/
[23] https://www.npr.org/sections/health-shots/2021/06/26/1009817539/he-inherited-a-devastating-disease-a-crispr-gene-editing-breakthrough-stopped-it
[22] https://www.freethink.com/health/crispr-therapy
[18] https://academic.oup.com/nar/advance-articles

Top URLs in Tweet in G1:
[2] https://eurekalert.org/pub_releases/2021-06/p-adc062321.php
[2] https://spj.sciencemag.org/journals/bdr/2021/9815820/
[2] https://www.nejm.org/doi/full/10.1056/NEJMoa2107454?cookieSet=1
[2] https://news.mynavi.jp/article/20210616-1905416/
[2] https://prtimes.jp/main/html/rd/p/000000024.000020833.html
[1] https://www.nejm.org/doi/10.1056/NEJMoa2107454?cookieSet=1
[1] http://www.nature.com/articles/s42003-021-02351-3
[1] https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkab590/6312756
[1] https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkab540/6312749
[1] http://www.nature.com/articles/s41598-021-93107-w

Top URLs in Tweet in G2:
[4] https://interestingengineering.com/scientists-to-revive-woolly-mammoths-with-crispr
[2] https://www.biorxiv.org/cgi/content/short/2021.07.10.451761v1
[1] https://80000hours.org/podcast/episodes/pardis-sabeti-sentinel/
[1] https://twitter.com/BanfieldJill/status/1414647658786922496
[1] https://twitter.com/banfieldjill/status/1414647659629973505
[1] https://www.biorxiv.org/content/10.1101/2021.07.10.451761v1
[1] https://twitter.com/BanfieldJill/status/1414394224074625028
[1] https://www.biorxiv.org/cgi/content/short/2021.07.05.450511v1
[1] https://twitter.com/adar170/status/1412450612059557889
[1] https://www.biorxiv.org/cgi/content/short/2021.07.05.451176v1

Top URLs in Tweet in G3:
[18] https://singularityhub.com/2021/07/01/breakthrough-crispr-gene-therapy-could-be-a-one-and-done-injection/
[17] https://www.npr.org/sections/health-shots/2021/06/26/1009817539/he-inherited-a-devastating-disease-a-crispr-gene-editing-breakthrough-stopped-it
[15] https://futurism.com/the-byte/crispr-gene-editing-space-astronauts
[15] https://jp.techcrunch.com/2021/07/06/nasa-crispr-dna/
[15] https://www.nytimes.com/2021/07/12/science/gene-editing-crispr-who.html
[14] https://www.sciencemag.org/news/2021/06/crispr-injected-blood-treats-genetic-disease-first-time
[11] https://japanese.engadget.com/nasa-crispr-dna-041004086.html
[10] https://www.nejm.org/doi/10.1056/NEJMoa2107454?cookieSet=1
[7] https://www.engadget.com/crispr-gene-editing-in-space-212255225.html
[7] https://www.freethink.com/health/crispr-therapy

Top URLs in Tweet in G4:
[24] https://www.genengnews.com/news/facemask-detects-sars-cov-2-using-crispr-based-sherlock-technology/
[10] https://www.youtube.com/watch?v=WKOPTfGqMPA&feature=youtu.be

[8] https://the1a.org/segments/the-hopes-and-hurdles-of-crispr-and-gene-editing/
[7] https://johstew.medium.com/crispr-is-overrated-a480fdcbc568
[4] https://www.youtube.com/watch?v=0kp-jb_gvT0&feature=youtu.be

[4] https://www.youtube.com/watch?v=jAhjPd4uNFY&feature=youtu.be

[4] https://innovativegenomics.org/education/learn-with-us/crispr-field-trip/
[3] https://www.statnews.com/2021/07/12/genome-editing-world-health-organization/
[3] https://twitter.com/WHO/status/1414576013317640196
[3] https://genotipia.com/genetica_medica_news/reparacion-entre-homologos-edicion-genoma/

Top URLs in Tweet in G5:
[9] https://www.technologyreview.com/2020/12/11/1013176/crispr-pigs-prrs-cd163-genus/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1625593628-2
[8] https://www.labnews.co.uk/article/2031396/a-crispector-calls-with-fresh-insight-to-gene-editing-errors
[4] https://geneticliteracyproject.org/2021/07/06/crispr-3-0-a-giant-leap-forward-in-the-quest-for-climate-conscious-farming/
[3] https://geneticliteracyproject.org/2021/07/07/glp-podcast-lefty-anti-gmo-groups-embrace-lab-leak-story-organic-nutrition-myths-crispr-treats-crippling-disease/
[3] https://geneticliteracyproject.org/2021/04/15/heres-the-skinny-on-the-crispr-patent-saga-between-the-broad-institute-and-the-cvc-group/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1625397445
[2] https://geneticliteracyproject.org/2021/07/07/why-the-uks-announced-embrace-of-crispr-gene-editing-food-revolution-likely-wont-go-as-smoothly-as-hoped/
[2] https://geneticliteracyproject.org/2021/07/12/intellias-disease-eradicating-crispr-tool-is-injected-directly-into-the-bloodstream-heres-why-thats-such-a-big-deal/
[2] https://fcld.ly/nqhmb3d
[2] https://www.enca.com/news/sydney-extends-virus-lockdown-delta-cluster-grows
[2] https://www.agwest.sk.ca/events/details/abic-speaker-series--jennifer-doudna.html

Top URLs in Tweet in G6:
[15] https://academic.oup.com/nar/advance-articles
[4] https://sabemos.es/crispr-para-principiantes/
[3] https://bit.ly/3dI2qAe
[2] https://www.chilebio.cl/2021/06/29/desarrollan-primer-sistema-de-impulso-genetico-en-plantas-permite-heredar-ambas-copias-de-un-gen-desde-un-solo-padre/
[2] https://www.chilebio.cl/2021/03/30/innovacion-para-preservar-la-tradicion-edicion-genetica-para-una-uva-de-vino-libre-de-plagas-y-pesticidas/
[2] https://www.chilebio.cl/2021/06/28/ensayos-de-campo-muestran-el-potencial-de-la-edicion-genetica-para-generar-cultivos-mas-saludables/
[2] https://www.isaaa.org/kc/cropbiotechupdate/article/default.asp?ID=18861#.YOXVEKrwjV0.twitter
[2] https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkab529/6312738
[1] https://www.agrobio.org/cientifico-presenta-crispr-3-0-el-nuevo-sistema-que-promete-evolucionar-la-edicion-genetica-en-plantas/
[1] https://fundacion-antama.org/funcionamiento-y-aplicaciones-de-las-nuevas-tecnicas-de-edicion-genetica/

Top URLs in Tweet in G7:
[6] https://jobrxiv.org/job/inscripta-27778-senior-staff-systems-engineer/
[4] https://jobrxiv.org/job/inscripta-27778-biological-data-scientist/
[1] https://www.biorxiv.org/content/10.1101/2021.07.10.451761v1
[1] https://biohackinfo.com/news-superhero-olympics-vaccine-genetic-autocorrect-crispr/
[1] https://www.ncbs.res.in/research-facilities/acrc
[1] https://ipscell.com/2021/06/stem-cell-therapy-for-diabetes-updates-in-2021-expected-ipo-crispr-more/
[1] http://ipscell.com/2021/07/weekly-reads-life-extension-bioviva-clinics-anti-vax-axolotls-systemic-crispr/
[1] https://www.biorxiv.org/content/10.1101/2021.07.01.450727v1
[1] https://www.biorxiv.org/content/10.1101/2021.07.01.450805v1
[1] https://go.nature.com/3oTmOmg

Top URLs in Tweet in G8:
[27] https://futurism.com/the-byte/crispr-gene-editing-space-astronauts
[23] https://singularityhub.com/2021/05/11/a-new-gene-editing-tool-rivals-crispr-and-can-make-millions-of-edits-at-once/
[15] https://singularityhub.com/2020/09/15/a-crispr-baby-future-new-report-outlines-path-to-human-germline-editing/
[10] https://singularityhub.com/2020/07/21/a-newly-discovered-tiny-crispr-protein-packs-a-giant-punch-for-human-gene-editing/
[6] https://www.sciencemag.org/news/2021/06/crispr-injected-blood-treats-genetic-disease-first-time
[5] https://www.futuretimeline.net/blog/2020/11/23-crispr-cancer-future-timeline.htm#.X7w56xxUgfQ.twitter
[5] https://www.bloomberg.com/tosv2.html?vid=&uuid=9a4bbb40-d880-11eb-98b8-8f8ff8a5e965&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wNi0yOC9jcmlzcHItZ2VuZS1lZGl0aW5nLWJyZWFrdGhyb3VnaC1ieS1pbnRlbGxpYS1udGxhLWlzLWEtYmlnLWRlYWw=
[5] https://singularityhub.com/2021/04/27/a-new-crispr-tool-flips-genes-on-and-off-like-a-light-switch/
[5] https://www.youtube.com/watch?v=ybaMW2WvaBE&feature=youtu.be

[5] https://www.digitaltrends.com/news/crispr-can-help-burn-fat/

Top URLs in Tweet in G9:
[2] https://www.elcorreogallego.es/santiago/buscan-fondos-para-un-proyecto-sobre-enfermedades-ultrarraras-nc7307528
[1] https://twitter.com/lluismontoliu/status/1399683774674317312
[1] https://academic.oup.com/nar/advance-articles
[1] https://www.ciberer.es/agenda/iv-curso-practico-de-edicion-genomica-y-terapia-genica
[1] https://bit.ly/3bWtMBz
[1] https://bit.ly/3vud2JS
[1] https://montoliu.naukas.com/2021/03/31/editando-genes-3-0-actualizando-la-historia-de-las-crispr-tras-el-nobel-y-la-pandemia-covid-19/
[1] https://www.elconfidencial.com/tecnologia/ciencia/2021-07-03/inyeccion-modifica-genes-enfermedades-mortales_3164875/
[1] https://twitter.com/sombradoble/status/1411605576556199942
[1] https://twitter.com/crisprscan/status/1411735607320137734

Top URLs in Tweet in G10:
[2] https://twitter.com/MartinJinek/status/1412692611987554306
[1] https://www.biorxiv.org/cgi/content/short/2021.07.06.451292v1
[1] http://biorxiv.org/lookup/doi/10.1101/2021.07.06.451292
[1] https://www.biorxiv.org/content/10.1101/2021.07.06.451292v1?rss=1
[1] https://twitter.com/martinjinek/status/1412692611987554306
[1] https://twitter.com/bosbizjournal/status/1414534079886811136
[1] https://www.biorxiv.org/cgi/content/short/2021.07.07.451486v1
[1] https://twitter.com/LabMerlos/status/1412754821732618247
[1] https://forbes.cz/crispr-je-navod-jak-nakrmit-lidstvo-ze-zkumavky-ale-evropa-se-postavila-proti/

Top Domains
Top Domains in Tweet in Entire Graph:
[200] twitter.com
[121] singularityhub.com
[101] youtube.com
[85] nature.com
[70] futurism.com
[69] biorxiv.org
[61] sciencemag.org
[54] bit.ly
[52] nih.gov
[51] buff.ly

Top Domains in Tweet in G1:
[7] nature.com
[4] elsevier.com
[4] twitter.com
[3] nejm.org
[3] oup.com
[3] mdpi.com
[2] eurekalert.org
[2] sciencemag.org
[2] mynavi.jp
[2] prtimes.jp

Top Domains in Tweet in G2:
[5] biorxiv.org
[4] twitter.com
[4] interestingengineering.com
[1] 80000hours.org
[1] npr.org

Top Domains in Tweet in G3:
[80] twitter.com
[34] engadget.com
[34] nature.com
[26] singularityhub.com
[25] nytimes.com
[21] bit.ly
[20] npr.org
[19] sciencemag.org
[19] nejm.org
[19] techcrunch.com

Top Domains in Tweet in G4:
[38] youtube.com
[25] genengnews.com
[18] twitter.com
[15] nature.com
[9] the1a.org
[8] statnews.com
[7] medium.com
[5] innovativegenomics.org
[5] nejm.org
[5] genotipia.com

Top Domains in Tweet in G5:
[25] geneticliteracyproject.org
[10] technologyreview.com
[8] co.uk
[6] mammoth.bio
[5] twitter.com
[5] addgene.org
[3] nature.com
[3] youtube.com
[3] fcld.ly
[2] biorxiv.org

Top Domains in Tweet in G6:
[17] oup.com
[6] chilebio.cl
[5] bit.ly
[4] sabemos.es
[3] isaaa.org
[2] fundacion-antama.org
[2] twitter.com
[1] agrobio.org
[1] edu.au

Top Domains in Tweet in G7:
[10] jobrxiv.org
[3] biorxiv.org
[2] ipscell.com
[2] nature.com
[2] medium.com
[1] biohackinfo.com
[1] res.in
[1] sciencealert.com
[1] buff.ly

Top Domains in Tweet in G8:
[59] singularityhub.com
[27] futurism.com
[9] futuretimeline.net
[8] youtube.com
[6] sciencemag.org
[5] wired.com
[5] bloomberg.com
[5] digitaltrends.com
[5] technologynetworks.com
[3] philosophynow.org

Top Domains in Tweet in G9:
[4] twitter.com
[2] bit.ly
[2] elcorreogallego.es
[1] oup.com
[1] ciberer.es
[1] naukas.com
[1] elconfidencial.com
[1] google.com
[1] biorxiv.org
[1] agenciasinc.es

Top Domains in Tweet in G10:
[5] twitter.com
[4] biorxiv.org
[1] forbes.cz

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1007] crispr
[91] geneediting
[49] science
[44] dna
[43] covid19
[42] biotech
[42] biotechnology
[35] genetics
[35] ai
[33] arroz



Top Hashtags in Tweet in G1:
[2] イリョラジ
[2] iryoradi
[1] crispr
[1] イリョラジ
[1] 研究

Top Hashtags in Tweet in G2:
[2] borgs
[2] crispr
[1] plant
[1] microbe
[1] genome
[1] evolution
[1] geneediting
[1] biorxiv_bioinfo
[1] outoftheblue

Top Hashtags in Tweet in G3:
[119] crispr
[17] geneediting
[13] science
[12] dna
[10] technology
[9] genetics
[8] futurism
[8] podcast
[8] megatrends
[8] oneblackrock

Top Hashtags in Tweet in G4:
[224] crispr
[21] geneediting
[21] sarscov2
[20] nbtinthenews
[14] covid19
[8] investigación
[6] genomics
[6] investigaciã“n
[6] genã©tica
[6] clinicaltrial

Top Hashtags in Tweet in G5:
[96] crispr
[13] febs2021
[13] cas
[4] research
[4] researchassistant
[4] molecular
[4] geneediting
[4] diagnostics
[4] covid19
[3] crisprdx

Top Hashtags in Tweet in G6:
[29] arroz
[29] crispr
[8] felizlunes
[8] resilient
[8] variants
[3] ediciã³ngenã³mica
[3] geneediting
[3] cropbiotechupdate
[2] biotecnologia
[2] vino

Top Hashtags in Tweet in G7:
[37] crispr
[27] bigdata
[27] analytics
[27] datascience
[27] ai
[27] machinelearning
[27] iot
[27] iiot
[27] python
[17] geneediting

Top Hashtags in Tweet in G8:
[22] crispr
[10] exponentialtech
[7] gene
[6] genes
[5] longevity
[5] cancer
[5] cancercure
[5] cancerresearch
[4] aging
[4] ageing

Top Hashtags in Tweet in G9:
[37] crispr
[9] amiloidosis
[9] attr
[5] enfermedadesraras
[4] enfermedadandrade
[4] ahttr
[4] amiloidosishereditaria
[2] hamilton
[2] genomeediting
[1] editandogenes

Top Hashtags in Tweet in G10:
[8] crispr
[2] cancer
[1] plospathogens
[1] diagnostics
[1] biotech
[1] geneediting
[1] singlenucleotide
[1] ciencia
[1] republicacheca
[1] cientificosespanolesenchequia

Top Words
Top Words in Tweet in Entire Graph:
[5930] ç
[5433] crispr
[4222] æ
[2932] ϋ
[1747] ºä
[1503] ÿã
[1136] satoruo
[1099] excited
[1076] discovery
[1062] banfieldjill

Top Words in Tweet in G1:
[5243] ç
[3947] æ
[2795] ϋ
[1664] ºä
[1423] ÿã
[1128] satoruo
[940] šã
[936] æš
[558] ˆã
[549] žã

Top Words in Tweet in G2:
[1923] crispr
[1029] banfieldjill
[1007] discovery
[1006] haven
[1006] excited
[894] repeat
[894] found
[894] something
[894] enigmatic
[112] share

Top Words in Tweet in G3:
[731] crispr
[347] ø
[235] gene
[221] ç
[212] editing
[170] ù
[130] ãƒ
[127] cas9
[119] #crispr
[98] æ

Top Words in Tweet in G4:
[357] crispr
[224] #crispr
[109] editing
[93] gene
[53] technology
[49] based
[48] genome
[47] natharooni
[44] using
[43] edit

Top Words in Tweet in G5:
[95] #crispr
[80] crispr
[60] gene
[50] editing
[30] cas9
[26] doudna_lab
[23] podcast
[23] organic
[22] jennifer
[22] doudna

Top Words in Tweet in G6:
[50] crispr
[49] genes
[29] #arroz
[29] #crispr
[28] argenbiooficial
[27] logran
[27] resistente
[27] enfermedades
[27] causadas
[27] hongos

Top Words in Tweet in G7:
[40] crispr
[33] cas9
[32] #crispr
[28] deep
[27] enhancing
[27] grna
[27] learning
[27] #bigdata
[27] #analytics
[27] #datascience

Top Words in Tweet in G8:
[154] crispr
[75] editing
[73] gene
[60] know
[53] further
[31] help
[29] tool
[29] transhumanismau
[26] humans
[26] travel

Top Words in Tweet in G9:
[45] edición
[41] genética
[41] crispr
[40] lluismontoliu
[37] #crispr
[30] primera
[21] explicado
[21] esperanzador
[21] empleo
[21] vivo

Top Words in Tweet in G10:
[63] crispr
[44] irma_querques
[34] systems
[34] martinjinek
[34] michael__sch
[33] share
[33] transposon
[32] work
[31] happy
[31] tour

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1728] æ,ç
[1552] ç,æ
[1055] discovery,crispr
[1039] haven,excited
[1039] excited,discovery
[1024] ç,ºä
[952] ϋ,ϋ
[918] repeat,haven
[918] crispr,found
[917] found,something

Top Word Pairs in Tweet in G1:
[1648] æ,ç
[1498] ç,æ
[1009] ç,ºä
[940] ϋ,ϋ
[568] æ,æ
[563] ºä,ç
[555] ºä,æ
[513] satoruo,すごい報告
[513] すごい報告,crisprという遺伝子を書き換える新技術で
[513] crisprという遺伝子を書き換える新技術で,病気の異常遺伝子を直そうという試みがされてきました

Top Word Pairs in Tweet in G2:
[1007] discovery,crispr
[1006] haven,excited
[1006] excited,discovery
[894] repeat,haven
[894] crispr,found
[894] found,something
[894] something,enigmatic
[894] enigmatic,crispr
[893] banfieldjill,repeat
[112] crispr,share

Top Word Pairs in Tweet in G3:
[169] gene,editing
[168] ø,ø
[117] crispr,cas9
[97] ù,ø
[96] crispr,gene
[95] ø,ù
[69] ãƒ,ãƒ
[43] ç,ç
[39] ù,ù
[35] æˆ,åšÿã

Top Word Pairs in Tweet in G4:
[52] gene,editing
[40] crispr,based
[35] genome,editing
[27] using,crispr
[26] crispr,cas9
[25] facemask,detects
[25] based,sherlock
[25] sherlock,technology
[23] jennifer,doudna
[20] detects,#sarscov2

Top Word Pairs in Tweet in G5:
[35] gene,editing
[22] jennifer,doudna
[16] nobel,prize
[15] portrait,dr
[15] dr,jennifer
[15] doudna,phd
[15] phd,ucberkeley
[15] ucberkeley,professor
[15] professor,biochemistry
[15] biochemistry,recipient

Top Word Pairs in Tweet in G6:
[27] logran,#arroz
[27] #arroz,resistente
[27] resistente,enfermedades
[27] enfermedades,causadas
[27] causadas,hongos
[27] hongos,bacterias
[27] bacterias,inactivando
[26] argenbiooficial,logran
[16] inactivando,mãºltiples
[16] mãºltiples,genes

Top Word Pairs in Tweet in G7:
[33] crispr,cas9
[27] enhancing,crispr
[27] cas9,grna
[27] grna,deep
[27] deep,learning
[27] learning,#bigdata
[27] #bigdata,#analytics
[27] #analytics,#datascience
[27] #datascience,#ai
[27] #ai,#machinelearning

Top Word Pairs in Tweet in G8:
[57] gene,editing
[26] help,humans
[26] humans,travel
[26] travel,further
[26] further,further
[26] further,space
[24] editing,tool
[20] think,know
[20] know,story
[20] story,crispr

Top Word Pairs in Tweet in G9:
[40] edición,genética
[24] genética,crispr
[21] lluismontoliu,explicado
[21] explicado,esperanzador
[21] esperanzador,empleo
[21] empleo,primera
[21] primera,vivo
[21] vivo,técnicas
[21] técnicas,edición
[20] searavalero,lluismontoliu

Top Word Pairs in Tweet in G10:
[33] crispr,transposon
[33] transposon,systems
[32] irma_querques,michael__sch
[31] happy,share
[31] share,work
[31] work,crispr
[31] systems,tour
[31] tour,force
[31] force,irma_querques
[30] martinjinek,happy

Top Replied-To
Top Replied-To in Entire Graph:
@aslavitt
@natharooni
@djinn_the
@bahamaben9
@q_crispr
@biotech2k1
@1a
@hassanaesthetic
@dagetz
@mattkrisiloff

Top Replied-To in G1:
@satoruo
@tokage_1221
@dr_yandel
@k_izumi99
@whiteangel9999
@bot22610669

Top Replied-To in G2:
@banfieldjill
@gregorywilken

Top Replied-To in G3:

Top Replied-To in G4:
@natharooni
@bahamaben9
@dagetz
@hassanaesthetic
@1a
@odedrechavi
@toby_crooks
@bluetheabbyssi1
@raoulgmi
@crisprtalk

Top Replied-To in G5:
@mattkrisiloff
@doudna_lab
@eben_kirksey
@dna_rna_uni
@muller_lab
@mrsquooriosity

Top Replied-To in G6:
@chilebio_ag
@penetra27324945

Top Replied-To in G8:
@wired
@peterdiamandis

Top Replied-To in G9:
@lluismontoliu

Top Replied-To in G10:
@patriot_swiss

Top Mentioned
Top Mentioned in Entire Graph:
@satoruo
@banfieldjill
@blockfolio
@irma_querques
@intelliatweets
@kevinadavies
@lluismontoliu
@1a
@vanespee
@russell_biolab

Top Mentioned in G1:
@satoruo
@dr_yandel
@sciencecrisp
@souyakuchan
@eurekalert
@tokage_1221
@iryoradi
@tak_imaginglab
@2030mirai
@prtimes_biz

Top Mentioned in G2:
@banfieldjill
@crisprmemes
@omar_akbari_
@banfieldlab
@paulg
@pardissabeti
@meiosis_papers
@ucberkeley
@doudna_lab
@robertwiblin

Top Mentioned in G3:
@carol_cramalho
@retirefund
@drnomask
@juchtervbergen
@libkot
@ssbmt
@sabouretcardio
@jasonanastas

Top Mentioned in G4:
@kevinadavies
@intelliatweets
@1a
@natharooni
@urnovfyodor
@naturebiotech
@npr
@genbio
@youtube
@statnews

Top Mentioned in G5:
@doudna_lab
@ucberkeley
@geneticliteracy
@nobelprize
@kevinfolta
@dna_rna_uni
@chrismichel
@gaetanburgio
@gmwatch
@febsnews

Top Mentioned in G6:
@argenbiooficial
@nar_open
@chilebio_ag
@drhikov
@agrobio_andina
@fundacionantama
@apcoab
@danielnorero
@jmmulet
@sabemos

Top Mentioned in G7:
@sheraj99
@inscriptainc
@jobrxiv
@keyi_g
@fklivestolearn
@claudiakutter
@scilifelab
@tallphil
@pknoepfler
@scidirector

Top Mentioned in G8:
@transhumanismau
@futurism
@singularityu
@peterdiamandis
@wired
@singularityhub
@future_timeline
@parrishliz
@michiokaku
@interhealthsys

Top Mentioned in G9:
@lluismontoliu
@searavalero
@ciberer
@afernandezl28
@sombradoble
@davidrliu
@fatwa_adikusuma
@rarasreales
@andradebaleares
@crisprscan

Top Mentioned in G10:
@irma_querques
@martinjinek
@michael__sch
@labmerlos
@ceitec_brno
@cienciagob
@briankcoombes
@banfieldjill
@ddnewsonline
@dianamorantr

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@wkwkrnht
@zyiteblog
@chidambara09
@zyitegadgets
@pairsonnalitesa
@gambiste1
@robre62
@easyjanjansen
@delta

Top Tweeters in G1:
@roll_your_own
@sunny_days365
@singulith
@azusashi
@7mencho
@takawata19
@tackco
@maida0493
@xlazulite
@dr_yandel

Top Tweeters in G2:
@ydanasmithdutra
@montpellier21
@angel2damax
@ptothed1
@ayirpelle
@jchrispires
@pageman
@needhibhalla
@wikisteff
@realkunalashah

Top Tweeters in G3:
@pairsonnalitesa
@crweworld
@pairsonnalitese
@schestowitz
@m_hayase256
@rvp
@cordwainerscat
@gregmroscoe
@dubvnow
@mrkalman

Top Tweeters in G4:
@gambiste1
@rosenchild
@seekingalpha
@kimvie
@hubbucket
@neurolawguy
@theeconomist
@hragy
@npr
@fjvjjo

Top Tweeters in G5:
@lizditz
@mjdelrio
@abc7newsbayarea
@enca
@forbes
@drjulie_b
@academicchatter
@jodikoberinski
@audryt
@jaswtaylor1

Top Tweeters in G6:
@catalina_valpo
@411emilio
@leireecheberria
@juliobasulto_dn
@jmmulet
@weps_unas
@heribertofranco
@bioamara
@29aatea
@sillapatrio2017

Top Tweeters in G7:
@chidambara09
@xaelbot
@hubofml
@devvibesbot
@youranonriots
@ricardo_ik_ahau
@kuriharan
@100daysof2020
@drferdowsi
@foxmental_x

Top Tweeters in G8:
@edgardotempore1
@jcarrilloromano
@2ndleprechaun
@wired
@notorioushilary
@techaggreg
@sativa888
@beatgrrrl
@greene_thoughts
@kotobarz

Top Tweeters in G9:
@kaluapiscis
@elconfidencial
@desengalpez
@noinvisibles
@lin_manuel
@manueltard
@kalyxmiles
@claso10
@pravduh15
@teknautas

Top Tweeters in G10:
@surt_lab
@fecyt_ciencia
@sanchezcastejon
@paveltomancak
@forbescesko
@svobodalab
@dianamorantr
@juliusbrennecke
@dmborek
@radiopragaes