CRISPR, Twitter, 6/29/2021 12:15:48 PM, 257923
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CRISPR_2021-06-29_02-51-21.xlsx
CRISPR_2021-06-29_02-51-21.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
June 29, 2021
Short Description:
CRISPR via NodeXL https://bit.ly/3jo7mO2
@intelliatweets
@nejm
@lluismontoliu
@crispr_news
@financialtimes
@reilly_mcadams
@robsteinnews
@savage2diamond
@medical_xpress
@erictopol

Top hashtags:
#crispr
#geneediting
#technology
#biotech
#science
#amyloidosis
#sarscov2

Description:
Description
The graph represents a network of 7,352 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, 29 June 2021 at 10:11 UTC.

The requested start date was Tuesday, 29 June 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 5-day, 7-hour, 54-minute period from Wednesday, 23 June 2021 at 16:06 UTC to Tuesday, 29 June 2021 at 00:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 7352
Unique Edges : 4714
Edges With Duplicates : 10120
Total Edges : 14834
Number of Edge Types : 5
Tweet : 2319
Retweet : 4365
MentionsInRetweet : 5640
Mentions : 1883
Replies to : 627
Self-Loops : 2379
Reciprocated Vertex Pair Ratio : 0.0212305611899932
Reciprocated Edge Ratio : 0.0415783898305085
Connected Components : 1812
Single-Vertex Connected Components : 1191
Maximum Vertices in a Connected Component : 3771
Maximum Edges in a Connected Component : 9498
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.897441
Graph Density : 0.000139736564011114
Modularity : 0.526436
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,352 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, 29 June 2021 at 10:11 UTC.

The requested start date was Tuesday, 29 June 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 5-day, 7-hour, 54-minute period from Wednesday, 23 June 2021 at 16:06 UTC to Tuesday, 29 June 2021 at 00:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : CRISPR
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[515] https://www.sciencemag.org/news/2021/06/crispr-injected-blood-treats-genetic-disease-first-time
[232] https://www.npr.org/sections/health-shots/2021/06/26/1009817539/he-inherited-a-devastating-disease-a-crispr-gene-editing-breakthrough-stopped-it
[135] https://www.nejm.org/doi/full/10.1056/NEJMoa2107454?cookieSet=1
[83] http://www.facebook.com/pages/p/645569912213482
[62] https://www.npr.org/sections/health-shots/2021/06/26/1009817539/he-inherited-a-devastating-disease-a-crispr-gene-editing-breakthrough-stopped-it?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[54] https://www.engadget.com/crispr-gene-editing-blood-injection-213815705.html?src=rss_b2c
[51] https://medicalxpress.com/news/2021-06-ready-advances-crispr-era-germline.html
[51] https://ft.trib.al/ratcheM
[46] https://endpts.com/hitting-landmark-milestone-intellia-shows-crispr-can-edit-genes-directly-in-patients/
[42] https://phys.org/news/2021-06-crispr-highly-efficient-gene.html

Top URLs in Tweet in G1:
[161] https://www.sciencemag.org/news/2021/06/crispr-injected-blood-treats-genetic-disease-first-time
[102] https://www.npr.org/sections/health-shots/2021/06/26/1009817539/he-inherited-a-devastating-disease-a-crispr-gene-editing-breakthrough-stopped-it
[40] https://www.npr.org/sections/health-shots/2021/06/26/1009817539/he-inherited-a-devastating-disease-a-crispr-gene-editing-breakthrough-stopped-it?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[30] https://www.nejm.org/doi/full/10.1056/NEJMoa2107454?cookieSet=1
[23] https://phys.org/news/2021-06-crispr-highly-efficient-gene.html
[19] https://endpts.com/hitting-landmark-milestone-intellia-shows-crispr-can-edit-genes-directly-in-patients/
[18] https://medicalxpress.com/news/2021-06-ready-advances-crispr-era-germline.html
[16] https://gigazine.net/news/20210629-crispr-improve-transthyretin-amyloidosis/
[13] https://www.engadget.com/crispr-gene-editing-blood-injection-213815705.html
[13] https://www.usatoday.com/story/news/health/2021/06/26/new-crispr-gene-editing-success-holds-promise-genetic-diseases/5343114001/

Top URLs in Tweet in G2:
[13] https://endpts.com/hitting-landmark-milestone-intellia-shows-crispr-can-edit-genes-directly-in-patients/
[9] https://www.sciencemag.org/news/2021/06/crispr-injected-blood-treats-genetic-disease-first-time
[6] https://www.npr.org/sections/health-shots/2021/06/26/1009817539/he-inherited-a-devastating-disease-a-crispr-gene-editing-breakthrough-stopped-it?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[6] https://www.nejm.org/doi/full/10.1056/NEJMoa2107454?cookieSet=1
[5] https://www.npr.org/sections/health-shots/2021/06/26/1009817539/he-inherited-a-devastating-disease-a-crispr-gene-editing-breakthrough-stopped-it
[5] https://www.statnews.com/2021/06/26/intellia-therapeutics-ntla-2001-data/
[3] https://www.engadget.com/crispr-gene-editing-blood-injection-213815705.html
[3] https://7investing.com/articles/rnai-is-setting-a-high-bar-for-gene-editing/
[3] https://ir.intelliatx.com/news-releases/news-release-details/intellia-and-regeneron-announce-landmark-clinical-data-showing
[3] https://ark-invest.com/research/ark-disrupt-issue-142?utm_content=77384481&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G3:
[31] https://www.nejm.org/doi/full/10.1056/NEJMoa2107454?query=featured_home&cookieSet=1
[31] https://www.nejm.org/doi/full/10.1056/NEJMoa2107454?cookieSet=1
[14] https://www.sciencemag.org/news/2021/06/crispr-injected-blood-treats-genetic-disease-first-time
[3] https://www.nejm.org/doi/pdf/10.1056/NEJMoa2107454?cookieSet=1
[2] https://www.biopharmadive.com/news/intellia-crispr-gene-editing-study-ttr-amyloidosis/602292/
[2] https://www.sciencemag.org/news/2021/06/crispr-injected-blood-treats-genetic-disease-first-time?curator=MediaREDEF
[2] https://academic.oup.com/hmg/article/27/R2/R79/4962527#.YNiOTGVfG-I.twitter
[1] https://www.medscape.com/viewarticle/951480
[1] https://twitter.com/intelliatweets/status/1409595358561382401
[1] https://twitter.com/kiranmusunuru/status/1408807601723351042

Top URLs in Tweet in G4:
[13] https://agnr.umd.edu/news/umd-associate-professor-introduces-new-crispr-30-system-highly-efficient-gene-activation
[6] https://www.engadget.com/crispr-gene-editing-blood-injection-213815705.html?src=rss_b2c
[4] https://www.sciencemag.org/news/2021/06/crispr-injected-blood-treats-genetic-disease-first-time
[4] https://www.nejm.org/doi/full/10.1056/NEJMoa2107454?cookieSet=1
[3] https://www.chilebio.cl/2020/10/08/nobel-de-quimica-de-2020-para-las-creadoras-de-crispr-las-tijeras-geneticas-para-editar-el-genoma/
[2] https://www.chilebio.cl/2021/02/01/cura-del-vih-sida-eliminan-el-virus-en-primates-con-edicion-genetica-proxima-fase-seria-en-humanos/
[2] https://www.chilebio.cl/2018/12/14/por-que-la-edicion-genetica-es-la-proxima-revolucion-alimentaria/
[2] https://twitter.com/lluismontoliu/status/1409103077412573186
[2] https://jmmulet.naukas.com/2020/11/17/anti-crispr-el-himno-de-una-revolucion-escondida/
[1] https://www.genengnews.com/news/first-crispr-based-gene-drive-developed-in-plants/

Top URLs in Tweet in G5:
[25] https://medicalxpress.com/news/2021-06-ready-advances-crispr-era-germline.html
[13] https://medicalxpress.com/news/2021-06-clinical-trial-involving-vivo-crispr.html
[13] https://phys.org/news/2021-06-scientists-crisprcas9-based-gene.html
[13] https://www.nature.com/articles/doi:10.1038/s41477-021-00953-7.epdf?sharing_token=g4PzX9jqGLtL2w3FcepKfdRgN0jAjWel9jnR3ZoTv0MqIwBPVWVozKJpMMJGtOwtIg51FtQVznrRCmLeYIjCLvEJdWEsZsmG-5xKk76gNzL9kDxi4qASujLY7HSr8Dnwvh863uZHLQXX2cSvEI44DO4S2Voey1GpMpiiUwOWioY%3D
[7] https://www.genengnews.com/news/crispr-3-0-serves-multiplexed-gene-activation-to-plants/
[7] https://phys.org/news/2021-06-crispr-highly-efficient-gene.html
[7] https://ucsdnews.ucsd.edu/pressrelease/uc-san-diego-scientists-develop-the-first-crispr-cas9-based-gene-drive-in-plants
[3] https://www.genengnews.com/news/first-crispr-based-gene-drive-developed-in-plants/
[3] https://www.scientificamerican.com/video/what-is-crispr-and-why-is-it-so-important/
[3] https://www.nejm.org/doi/full/10.1056/NEJMoa2107454?query=featured_home&cookieSet=1

Top URLs in Tweet in G6:
[83] http://www.facebook.com/pages/p/645569912213482
[46] https://ft.trib.al/ratcheM
[28] https://www.engadget.com/crispr-gene-editing-blood-injection-213815705.html?src=rss_b2c
[14] https://www.ft.com/content/ccc4132a-9a4b-4c06-ad2c-a45af3deeb2e
[12] https://scholar.google.com/citations?user=qMazM5wAAAAJ&hl=en
[3] https://www.bloomberg.com/tosv2.html?vid=&uuid=9de4d9e0-d7b7-11eb-9a2f-db08773885fd&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNi0yNi9saXZlci1zdHVkeS1yZXN1bHRzLXNob3ctaG93LWNyaXNwci1jb3VsZC10cmFuc2Zvcm0tdHJlYXRtZW50
[3] https://www.ft.com/content/ccc4132a-9a4b-4c06-ad2c-a45af3deeb2e?accessToken=zwAAAXpOFsz4kdPMxBMqmktMBtOtLKRa897rLg.MEUCIQC5qmuFyJUtMn7vfB0jXu9dvh5gpSI3KqE9PQmPFHP9HwIgRCTvxUUp2MVOc1ztFejkQNcHGq6geno974nkjnwPT1g&sharetype=gift?token=5662a967-c824-43be-8d2d-b5449706adf3
[2] https://www.miragenews.com/novel-gene-editing-in-mice-shows-promise-in-584522/
[1] https://ft.trib.al/g5RwHH6
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=b55a9c80-d880-11eb-a773-53139120942c&url=L29waW5pb24vcXVpY2t0YWtlL2dlbmUtZWRpdGluZw==

Top URLs in Tweet in G7:
[158] https://www.sciencemag.org/news/2021/06/crispr-injected-blood-treats-genetic-disease-first-time
[6] https://www.nature.com/articles/s41587-021-00975-8
[3] https://twitter.com/CRISPR_News/status/1409015053790052353
[2] https://twitter.com/NewsfromScience/status/1408809845147512837
[2] https://cell.substack.com/p/bloodborne-crispr-treats-genetic
[2] https://www.nejm.org/doi/full/10.1056/NEJMoa2107454?cookieSet=1
[2] https://www.npr.org/sections/health-shots/2021/06/26/1009817539/he-inherited-a-devastating-disease-a-crispr-gene-editing-breakthrough-stopped-it
[1] https://www.genengnews.com/news/inhaled-crispr-treatment-targets-influenza-and-sars-cov-2-infections/
[1] https://www.npr.org/sections/health-shots/2021/05/10/993656603/blind-patients-hope-landmark-gene-editing-experiment-will-restore-their-vision
[1] https://www.nature.com/articles/s41467-021-24214-5

Top URLs in Tweet in G8:
[5] https://www.biopharmadive.com/news/intellia-crispr-gene-editing-study-ttr-amyloidosis/602292/
[2] https://www.sciencemag.org/news/2021/06/crispr-injected-blood-treats-genetic-disease-first-time
[1] https://hard-money.net/crispr-successfully-removes-risk-tolerance-from-human-genome-driving-weekly-call-volume/?utm_source=twitter&utm_medium=social&utm_campaign=hardmoneymag&utm_content=crispr-successfully-removes-risk-tolerance-from-human-genome-driving-weekly-call-volume/
[1] https://money.usnews.com/investing/stock-market-news/slideshows/best-crispr-stocks-to-buy
[1] https://medicalxpress.com/news/2021-06-clinical-trial-involving-vivo-crispr.html
[1] https://twitter.com/t_bowen10/status/1409336388156280832
[1] https://www.nejm.org/doi/pdf/10.1056/NEJMoa2107454?articleTools=true&cookieSet=1

Top URLs in Tweet in G9:
[1] https://twitter.com/savage2diamond/status/1409156776830849027

Top URLs in Tweet in G10:
[65] https://www.npr.org/sections/health-shots/2021/06/26/1009817539/he-inherited-a-devastating-disease-a-crispr-gene-editing-breakthrough-stopped-it
[8] https://www.npr.org/sections/health-shots/2021/06/26/1009817539/he-inherited-a-devastating-disease-a-crispr-gene-editing-breakthrough-stopped-it?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.statnews.com/2021/06/26/intellia-therapeutics-ntla-2001-data/
[3] https://www.npr.org/sections/health-shots/2021/06/26/1009817539/he-inherited-a-devastating-disease-a-crispr-gene-editing-breakthrough-stopped-it?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[2] https://www.nejm.org/doi/full/10.1056/NEJMoa2107454?cookieSet=1
[1] https://www.statnews.com/2021/06/26/intellia-therapeutics-ntla-2001-data/?utm_content=bufferb512d&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic
[1] https://buff.ly/3habPRW
[1] https://www.statnews.com/2021/06/26/intellia-therapeutics-ntla-2001-data/?utm_content=bufferdefc2&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic
[1] https://agnr.umd.edu/news/umd-associate-professor-introduces-new-crispr-30-system-highly-efficient-gene-activation
[1] https://endpts.com/hitting-landmark-milestone-intellia-shows-crispr-can-edit-genes-directly-in-patients/

Top Domains
Top Domains in Tweet in Entire Graph:
[530] sciencemag.org
[351] npr.org
[280] twitter.com
[193] nejm.org
[95] engadget.com
[87] facebook.com
[82] phys.org
[76] trib.al
[74] medicalxpress.com
[74] nature.com

Top Domains in Tweet in G1:
[173] npr.org
[168] sciencemag.org
[116] twitter.com
[38] engadget.com
[37] phys.org
[35] nejm.org
[27] nih.gov
[22] medicalxpress.com
[21] endpts.com
[18] gigazine.net

Top Domains in Tweet in G2:
[31] twitter.com
[13] endpts.com
[11] npr.org
[10] ark-invest.com
[9] sciencemag.org
[7] youtube.com
[7] nejm.org
[5] intelliatx.com
[5] statnews.com
[4] lever.co

Top Domains in Tweet in G3:
[67] nejm.org
[17] sciencemag.org
[6] twitter.com
[2] biopharmadive.com
[2] oup.com
[2] wuxibiologics.com
[1] medscape.com
[1] freep.com
[1] fcld.ly
[1] endpts.com

Top Domains in Tweet in G4:
[13] umd.edu
[8] chilebio.cl
[7] twitter.com
[6] engadget.com
[4] sciencemag.org
[4] nejm.org
[3] naukas.com
[3] clinicaltrials.gov
[1] genengnews.com
[1] npr.org

Top Domains in Tweet in G5:
[38] medicalxpress.com
[23] nature.com
[22] phys.org
[15] twitter.com
[14] genengnews.com
[8] ucsd.edu
[8] liebertpub.com
[3] scientificamerican.com
[3] npr.org
[3] nejm.org

Top Domains in Tweet in G6:
[83] facebook.com
[47] trib.al
[28] engadget.com
[22] ft.com
[12] google.com
[7] bloomberg.com
[4] miragenews.com
[2] twitter.com
[2] wikipedia.org
[1] nationalreview.com

Top Domains in Tweet in G7:
[158] sciencemag.org
[10] nature.com
[5] twitter.com
[3] npr.org
[2] synthego.com
[2] substack.com
[2] nejm.org
[1] genengnews.com
[1] nih.gov
[1] linkedin.com

Top Domains in Tweet in G8:
[5] biopharmadive.com
[2] sciencemag.org
[1] hard-money.net
[1] usnews.com
[1] medicalxpress.com
[1] twitter.com
[1] nejm.org

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

Top Domains in Tweet in G10:
[76] npr.org
[8] statnews.com
[2] nejm.org
[1] buff.ly
[1] umd.edu
[1] endpts.com
[1] sciencemag.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1708] crispr
[74] geneediting
[60] technology
[59] biotech
[57] science
[49] amyloidosis
[46] sarscov2
[45] dna
[39] geneactivation
[35] scicomm



Top Hashtags in Tweet in G1:
[156] crispr
[33] science
[16] geneediting
[11] genetherapy
[10] health
[10] medicine
[9] research
[9] biotech
[8] dna
[8] mrna

Top Hashtags in Tweet in G2:
[160] crispr
[19] attr
[17] neweraofmedicine
[12] biotech
[8] amyloidosis
[8] genomeediting
[6] geneediting
[5] crisprdx
[5] genetherapy
[5] biotechnology

Top Hashtags in Tweet in G3:
[210] crispr
[41] sarscov2
[24] precisionmedicine
[23] amyloidosis
[14] geneediting
[5] cas9
[4] amyloidoisis
[3] fap
[3] mmsm
[3] unnaturalselection

Top Hashtags in Tweet in G4:
[268] crispr
[8] vih
[7] nobel
[4] attr
[3] ttr
[3] transgénicos
[2] covid19
[2] biotecnologia
[1] breeding
[1] disease

Top Hashtags in Tweet in G5:
[166] crispr
[38] geneactivation
[18] germline
[16] genedrive
[16] phage
[14] plants
[12] humangene
[9] drosophila
[8] agbio
[7] geneediting

Top Hashtags in Tweet in G6:
[33] technology
[28] technews
[20] puledo_tech_update
[13] crispr
[13] cybersecurity
[8] javascript
[7] programmer
[7] python
[7] nodejs
[7] dj

Top Hashtags in Tweet in G7:
[14] crispr
[6] nbtnv
[3] alzheimersawarenessmonth
[2] genomics
[1] anti
[1] influenza
[1] covid19
[1] nih
[1] alzheimers
[1] scienceblog

Top Hashtags in Tweet in G8:
[4] crispr
[3] rna

Top Hashtags in Tweet in G10:
[8] crispr
[1] edit
[1] genes
[1] directly
[1] genome
[1] editing
[1] amyloid
[1] attr
[1] neweraofmedicine
[1] evolution

Top Words
Top Words in Tweet in Entire Graph:
[4841] crispr
[2158] gene
[1998] editing
[1708] #crispr
[1201] first
[931] cas9
[857] disease
[720] time
[664] genetic
[653] injected

Top Words in Tweet in G1:
[1065] crispr
[452] gene
[389] editing
[214] disease
[198] first
[182] cas9
[173] breakthrough
[156] #crispr
[138] genetic
[122] time

Top Words in Tweet in G2:
[420] crispr
[224] gene
[218] editing
[211] ntla
[176] intelliatweets
[161] #crispr
[149] vivo
[144] first
[137] data
[92] today

Top Words in Tweet in G3:
[231] editing
[210] #crispr
[206] nejm
[146] amyloidosis
[133] genome
[125] crispr
[120] erictopol
[120] hereditary
[116] cas9
[100] ttr

Top Words in Tweet in G4:
[268] #crispr
[222] lluismontoliu
[197] primeros
[187] noticia
[187] ayer
[183] aplicaciones
[182] universo
[181] saltó
[181] buena
[181] biomedicina

Top Words in Tweet in G5:
[180] crispr
[165] #crispr
[121] gene
[105] plants
[72] first
[68] editing
[64] system
[58] highly
[57] efficient
[56] physorg_com

Top Words in Tweet in G6:
[145] crispr
[125] editing
[121] gene
[88] first
[86] financialtimes
[71] internal
[71] organ
[71] time
[70] treats
[69] revolution

Top Words in Tweet in G7:
[204] crispr
[169] crispr_news
[161] disease
[160] genetic
[160] first
[160] time
[159] injected
[159] treats
[158] blood
[32] gene

Top Words in Tweet in G8:
[165] reilly_mcadams
[165] ntla
[153] today
[146] one
[145] learned
[145] greatest
[145] breakthroughs
[145] entire
[145] society's
[145] history

Top Words in Tweet in G9:
[145] crispr
[144] sickle
[144] cell
[144] anaemia
[144] human
[143] savage2diamond
[143] scientists
[143] delete
[143] genes
[143] causing

Top Words in Tweet in G10:
[128] crispr
[85] injected
[84] bloodstream
[82] editing
[77] gene
[75] milestone
[61] robsteinnews
[60] directly
[58] another
[58] finds

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1556] gene,editing
[748] crispr,cas9
[659] crispr,gene
[606] first,time
[488] crispr,injected
[473] genetic,disease
[441] injected,blood
[430] blood,treats
[427] treats,genetic
[415] disease,first

Top Word Pairs in Tweet in G1:
[330] gene,editing
[215] crispr,gene
[171] crispr,cas9
[155] editing,breakthrough
[102] first,time
[94] genetic,disease
[86] injected,blood
[83] blood,treats
[83] treats,genetic
[79] disease,first

Top Word Pairs in Tweet in G2:
[165] gene,editing
[71] crispr,cas9
[62] vivo,liver
[62] liver,gene
[54] first,time
[52] cas9,mrna
[51] editing,crispr
[48] home,run
[48] run,intelliatweets
[48] intelliatweets,shows

Top Word Pairs in Tweet in G3:
[132] genome,editing
[124] #crispr,genome
[119] editing,hereditary
[119] hereditary,amyloidosis
[101] nejm,#crispr
[96] published,nejm
[95] amyloidosis,dose
[95] dose,dependent
[95] dependent,drop
[95] drop,misfolded

Top Word Pairs in Tweet in G4:
[181] ayer,saltó
[181] saltó,buena
[181] buena,noticia
[181] noticia,universo
[181] universo,#crispr
[181] #crispr,aplicaciones
[181] aplicaciones,biomedicina
[181] biomedicina,clínica
[181] clínica,primeros
[180] lluismontoliu,ayer

Top Word Pairs in Tweet in G5:
[56] highly,efficient
[50] #crispr,system
[48] gene,editing
[43] researcher,introduces
[43] system,highly
[43] crispr,cas9
[40] plants,uofmaryland
[39] introduces,#crispr
[39] first,crispr
[39] cas9,based

Top Word Pairs in Tweet in G6:
[119] gene,editing
[113] crispr,gene
[71] internal,organ
[69] revolution,treats
[69] treats,internal
[68] first,time
[67] editing,revolution
[67] organ,first
[45] financialtimes,crispr
[28] editing,breakthrough

Top Word Pairs in Tweet in G7:
[159] crispr_news,crispr
[159] crispr,injected
[159] first,time
[158] injected,blood
[158] blood,treats
[158] treats,genetic
[158] genetic,disease
[158] disease,first
[19] crispr,based
[16] based,gene

Top Word Pairs in Tweet in G8:
[146] ntla,today
[145] today,learned
[145] learned,one
[145] one,greatest
[145] greatest,breakthroughs
[145] breakthroughs,entire
[145] entire,society's
[145] society's,history
[145] history,many
[145] many,people

Top Word Pairs in Tweet in G9:
[144] sickle,cell
[144] cell,anaemia
[143] scientists,delete
[143] delete,genes
[143] genes,causing
[143] causing,sickle
[143] anaemia,human
[143] human,using
[143] using,crispr
[143] crispr,hundred

Top Word Pairs in Tweet in G10:
[71] gene,editing
[58] another,gene
[58] editing,milestone
[58] milestone,crispr
[58] crispr,injected
[58] injected,directly
[58] directly,bloodstream
[58] bloodstream,finds
[58] finds,target
[57] robsteinnews,another

Top Replied-To
Top Replied-To in Entire Graph:
@natharooni
@wangzhian8848
@crispr_news
@blumyulia
@lluismontoliu
@paraschopra
@crispr_mote
@davidboxenhorn
@crisprinvestors
@tslafanmtl

Top Replied-To in G1:
@cardioian

Top Replied-To in G2:
@natharooni
@crisprinvestors
@tslafanmtl
@varro_analytics
@humour_humourrr
@brendan_49
@biotechobserver
@richiearmstrong
@hassanaesthetic
@bigpharmaguy

Top Replied-To in G3:
@viveksubbiah
@aliyebricker
@phillyphoton
@nejm
@essa97m

Top Replied-To in G4:
@lluismontoliu
@intelliatweets
@javigtarin
@javierdevilla
@jessjimnezjord1

Top Replied-To in G5:
@doudna_lab
@nrxpenguin
@richardtcasey
@natharooni
@chrisheery
@santiagofrangos
@7maxxchatsko

Top Replied-To in G6:
@davepiepkornfan
@jlee2733
@financialtimes
@bbcr4today
@bbcnews
@johnshopkins
@themercurycomau
@tazgezwitscher
@statehousekenya
@quirinale

Top Replied-To in G7:
@crispr_news
@aquasee12

Top Replied-To in G8:
@trader__joel
@charu_mandhare
@petercostes
@crsp_investor
@biotech2k1
@peacedividend1
@bradloncar
@natharooni
@drpetetobin
@kernytsky

Top Replied-To in G9:
@savage2diamond

Top Replied-To in G10:
@paraschopra
@robsteinnews
@iammunishsingh

Top Mentioned
Top Mentioned in Entire Graph:
@nejm
@lluismontoliu
@intelliatweets
@crispr_news
@reilly_mcadams
@savage2diamond
@erictopol
@danielnorero
@financialtimes
@skathire

Top Mentioned in G1:
@carol_cramalho
@mitochondriane1
@juvepatent
@cisgenderhaver
@sophiatseliem
@remedio86483007
@outerspacemanii
@juchtervbergen
@thepowerfulhrv
@charleytakaya

Top Mentioned in G2:
@intelliatweets
@skathire
@natharooni
@aurmanark
@jasonmmast
@johncendpts
@urnovfyodor
@regeneron
@adamfeuerstein
@7maxxchatsko

Top Mentioned in G3:
@nejm
@erictopol
@sciencemagazine
@viveksubbiah
@almagoch
@rashidlui
@csheartresearch
@daniel_kraft
@drchoueiri
@curijoey

Top Mentioned in G4:
@lluismontoliu
@danielnorero
@encarna_guillen
@nejm
@chilebio_ag
@crisprscan
@alarno
@ciberer
@gmarfanyn
@cellreports

Top Mentioned in G5:
@physorg_com
@natureplants
@uofmaryland
@medical_xpress
@ucsandiego
@genbio
@naturecomms
@crisprjournal
@gaetanburgio
@nejm

Top Mentioned in G6:
@financialtimes
@42sz40
@puledo
@who
@business
@javascriptflx
@phishfindr
@abu7ala1
@medeepakjain
@chrisbergpov

Top Mentioned in G7:
@crispr_news
@darpa
@naturebiotech
@nih
@synthego
@natbme
@georgiatech
@emoryuniversity
@massgeneral
@nihdirector

Top Mentioned in G8:
@reilly_mcadams
@hardmoneymag
@bj23air
@natharooni
@wholemarsblog
@crispr_news
@bradloncar
@drpetetobin
@kevinadavies

Top Mentioned in G9:
@savage2diamond
@violentina20

Top Mentioned in G10:
@robsteinnews
@paraschopra
@statnews
@nprhealth
@sdelgadoaros
@danielnorero
@erictopol
@nejm
@meganmolteni
@prometheusgreen

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@sectest9
@easy_branches
@threadreaderapp
@zyiteblog
@cybersec_feeds
@chidambara09
@zyitegadgets
@edinburghwatch
@titrespresse

Top Tweeters in G1:
@titrespresse
@yoshiki7111
@jacekwierzbicki
@littlebytesnews
@andyvermaut
@kuramato904
@hipeoplebiz
@newsfilterio
@yasu_yasuno_sa
@rvp

Top Tweeters in G2:
@alerttrade
@gambiste1
@fintechna
@combatsespoir
@teh_red
@hmeisler
@drkynast
@operationoxygen
@ventifrap
@kellyalspals

Top Tweeters in G3:
@waweru
@huwsayer
@mediaredef
@saludhealthinfo
@geologyteacher
@juliomayol
@romancito40
@norionakatsuji
@mgmglobal
@dorasuky

Top Tweeters in G4:
@mjdelrio
@411emilio
@lbutronp
@kaluapiscis
@jesusromero2_7
@eloycam2012
@victory091981
@uribex
@biolola
@rosanarivas

Top Tweeters in G5:
@miguelhilargiak
@fleming77
@curiouskd2000
@net2ayurveda
@jim_b60
@psybrspcsuprstr
@to_suesmall
@dirac7
@physorg_health
@dry_observer

Top Tweeters in G6:
@sectest9
@cybersec_feeds
@bisniscom
@_redfrog
@repubblica
@thehill
@cybersecurityn8
@reuters
@business
@jmhamiltonblog

Top Tweeters in G7:
@samir_patil
@1420kunal
@sissywillis
@syawal
@smilesimplify
@rboblee
@bl_st1
@teenytinyflame
@rishi_iitr
@giddeygirl

Top Tweeters in G8:
@lesb1ben
@wrgerman
@biogirl09
@astrologistic
@jevaughn_brown
@kristennetten
@wholemarsblog
@maishamazingira
@bigknickfan
@alcocan

Top Tweeters in G9:
@designerkath
@lanrewaju_
@bhordemarz
@lastbornadekoya
@orunmumipe
@don_kazzy
@komungaro3
@wanza_
@eqlenam
@kr3wmatic

Top Tweeters in G10:
@drpatfarrell
@spanishcountry
@kinjeketile
@helixx85
@tggleeson
@pepsabater
@neutralmate
@tomdrabowicz
@slawrenc1
@sdelgadoaros


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