CRISPR, Twitter, 11/25/2020 1:02:27 PM, 242177


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CRISPR_2020-11-24_02-57-41.xlsx
CRISPR_2020-11-24_02-57-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2020
Short Description:
CRISPR via NodeXL https://bit.ly/2UXmnsZ
@applythepeppa
@danrather
@genbio
@scribetx
@mailonline
@titijojo
@nevillesanjana
@doudna_lab
@agbioworld
@philipp08767899

Top hashtags:
#crispr
#humannaturefilm
#geneediting
#genetics
#dna
#cancer
#mrna
#eugenics
#covid19

Description:
Description
The graph represents a network of 7,636 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, 24 November 2020 at 11:24 UTC.

The requested start date was Tuesday, 24 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 6-day, 14-hour, 15-minute period from Tuesday, 17 November 2020 at 01:14 UTC to Monday, 23 November 2020 at 15:29 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 : 7636
Unique Edges : 5577
Edges With Duplicates : 9456
Total Edges : 15033
Number of Edge Types : 5
Mentions : 3031
Replies to : 1032
Retweet : 3708
MentionsInRetweet : 5002
Tweet : 2260
Self-Loops : 2310
Reciprocated Vertex Pair Ratio : 0.0397984235689366
Reciprocated Edge Ratio : 0.0765502671803156
Connected Components : 1941
Single-Vertex Connected Components : 1121
Maximum Vertices in a Connected Component : 3366
Maximum Edges in a Connected Component : 8633
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 7.981625
Graph Density : 0.000138025408201526
Modularity : 0.551582
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 7,636 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, 24 November 2020 at 11:24 UTC.

The requested start date was Tuesday, 24 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 6-day, 14-hour, 15-minute period from Tuesday, 17 November 2020 at 01:14 UTC to Monday, 23 November 2020 at 15:29 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:
[288] https://www.dailymail.co.uk/news/article-8975517/Israeli-scientists-kill-cancer-cells-ground-breaking-DNA-altering-treatment-CRISPR.html
[122] https://medicalxpress.com/news/2020-11-revolutionary-crispr-based-genome-treatment-cancer.html
[81] https://www.cnbc.com/2020/11/20/crispr-scientists-claim-identified-genes-that-protect-against-covid.html
[72] https://www.genengnews.com/news/crispr-technique-effectively-destroys-metastatic-cancer-cells-in-living-animal/
[62] https://www.cnbc.com/2020/11/20/crispr-scientists-claim-identified-genes-that-protect-against-covid.html?__source=sharebar|twitter&par=sharebar
[49] https://www.dailymail.co.uk/news/article-8975517/Israeli-scientists-kill-cancer-cells-ground-breaking-DNA-altering-treatment-CRISPR.html?ito=social-twitter_mailonline
[37] https://advances.sciencemag.org/content/6/47/eabc9450
[37] https://trib.al/cpFde1M
[29] https://aftau.org/news_item/revolutionary-crispr-based-genome-editing-system-treatment-destroys-cancer-cells/
[29] https://www.amazon.com/gp/product/164313308X/ref=as_li_tl?ie=UTF8&tag=bi0e7-20&camp=1789&creative=9325&linkCode=as2&creativeASIN=164313308X&linkId=01dc8f59c5e65b4869d6ff91255326fc

Top URLs in Tweet in G1:
[83] https://www.dailymail.co.uk/news/article-8975517/Israeli-scientists-kill-cancer-cells-ground-breaking-DNA-altering-treatment-CRISPR.html
[71] https://medicalxpress.com/news/2020-11-revolutionary-crispr-based-genome-treatment-cancer.html
[49] https://www.cnbc.com/2020/11/20/crispr-scientists-claim-identified-genes-that-protect-against-covid.html
[35] https://www.cnbc.com/2020/11/20/crispr-scientists-claim-identified-genes-that-protect-against-covid.html?__source=sharebar|twitter&par=sharebar
[18] https://advances.sciencemag.org/content/6/47/eabc9450
[18] https://aftau.org/news_item/revolutionary-crispr-based-genome-editing-system-treatment-destroys-cancer-cells/
[17] https://www.genengnews.com/news/crispr-technique-effectively-destroys-metastatic-cancer-cells-in-living-animal/
[12] https://medicalxpress.com/news/2020-11-revolutionary-crispr-based-genome-treatment-cancer.amp
[12] https://dailym.ai/mol.im/a/7931931,https://www.dailymail.co.uk/
[10] https://www.sciencedaily.com/releases/2020/11/201118161129.htm

Top URLs in Tweet in G2:
[32] https://www.genengnews.com/news/crispr-technique-effectively-destroys-metastatic-cancer-cells-in-living-animal/
[6] http://biorxiv.org/cgi/content/short/2020.11.20.390971v1?rss=1&utm_source=dlvr.it&utm_medium=twitter
[5] https://www.genengnews.com/news/for-safer-more-targeted-crispr-delivery-shine-a-light-on-liposomes/
[4] https://liebertpub.zoom.us/webinar/register/WN_TdjfQn6aSwil_Xt4sOaaYg
[4] http://ow.ly/gK3e50C6fQh
[4] https://www.biorxiv.org/content/10.1101/2020.11.20.390971v1
[4] https://www.ncbi.nlm.nih.gov/pubmed/33217926?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[4] https://www.biorxiv.org/cgi/content/short/2020.11.20.390971v1
[4] https://twitter.com/nevillesanjana/status/1330307631689424903
[4] https://medicalxpress.com/news/2020-11-revolutionary-crispr-based-genome-treatment-cancer.html

Top URLs in Tweet in G3:
[1] https://www.netflix.com/title/81220944
[1] https://www.washingtonpost.com/health/crispr-is-fueling-a-modern-day-scientific-revolution-human-nature-documentary-looks-at-its-promise-and-potential-perils/2020/03/06/3850cf24-5ee8-11ea-b014-4fafa866bb81_story.html
[1] https://twitter.com/GEAP_3/status/1326540187992682500
[1] https://twitter.com/girls_smarter/status/1326724341766127616
[1] https://www.youtube.com/watch?v=_1UkCfDnn6c&feature=youtu.be

[1] https://www.netflix.com/title/81220944?s=a&trkid=13747225&t=twt
[1] https://twitter.com/crispr_news/status/1313781549951672320
[1] https://twitter.com/SnowWrite/status/1330341462844731392
[1] https://www.wnycstudios.org/podcasts/radiolab/articles/update-crispr
[1] https://wondercollaborative.org/human-nature-documentary-film/

Top URLs in Tweet in G4:
[88] https://www.dailymail.co.uk/news/article-8975517/Israeli-scientists-kill-cancer-cells-ground-breaking-DNA-altering-treatment-CRISPR.html
[45] https://www.dailymail.co.uk/news/article-8975517/Israeli-scientists-kill-cancer-cells-ground-breaking-DNA-altering-treatment-CRISPR.html?ito=social-twitter_mailonline
[17] https://www.dailymail.co.uk/news/article-8975517/Israeli-scientists-kill-cancer-cells-ground-breaking-DNA-altering-treatment-CRISPR.html?ito=amp_twitter_share-top
[2] https://www.trefis.com/stock/crsp/articles/503207/heres-why-you-should-stay-invested-in-crispr-stock-despite-the-recent-3x-rally/2020-11-17?from=retweet&ashr=128008361
[1] https://twitter.com/mailonline/status/1330609553180925958
[1] https://www.sciencemag.org/news/2019/07/china-s-crispr-push-animals-promises-better-meat-novel-therapies-and-pig-organs-people
[1] https://www.dailymail.co.uk/news/article-8975517/amp/Israeli-scientists-kill-cancer-cells-ground-breaking-DNA-altering-treatment-CRISPR.html?__twitter_impression=true

Top URLs in Tweet in G5:
[3] http://grain-club.de/wordpress/wp-content/uploads/2020/11/Offener-Brief-Verbaende_BDK-Buendnis-90-Gruene_Genome-Editing_20.11.2020.pdf
[3] https://twitter.com/Thorsten_Wehner/status/984457594201919489?s=20
[2] https://newatlas.com/science/crispr-2020-nobel-prize-chemistry/
[2] https://www.wired.com/story/crispr-tomato-mutant-future-of-food/
[2] https://biooekonomie.de/genom-editierte-nutzpflanzen
[2] https://twitter.com/zinkant/status/1330589634531909633
[2] https://www.spiegel.de/wissenschaft/natur/crispr-kann-gentechnik-die-landwirtschaft-nachhaltiger-machen-a-7516572d-7b9d-484b-b377-d1e3752f8c45
[2] https://taz.de/Debatte-ueber-neues-Parteiprogramm/!5729783/
[1] https://www.gottfried-gloeckner.com/
[1] https://www.youtube.com/watch?v=YCwZH1dked4&feature=youtu.be


Top URLs in Tweet in G6:
[4] https://www.lefigaro.fr/sciences/crispr-une-application-trop-stricte-du-principe-de-precaution-20201122?utm_term=Autofeed&utm_campaign=premium_fid_articles-fermes_2019_organique&utm_content&utm_term=VWR19004&utm_medium=social&utm_source=Twitter#Echobox=1606125163
[1] http://www.slate.fr/story/197196/greffe-organes-porc-humain-insuffisance-renale-xenogreffe-genetique-transplantation-espoirs-remede-maladies?utm_medium=Social&utm_source=Twitter#Echobox=1606128840
[1] https://picostitch.wixsite.com/website
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs11248-018-0079-9
[1] https://www.eurekalert.org/pub_releases/2020-11/afot-rcg111820.php
[1] https://hemptoday.net/israeli-researchers-genome-editing-event-signals-gmo-cannabis/
[1] https://advances.sciencemag.org/content/6/47/eabc9450.full
[1] https://www.temescalbrewing.com/
[1] https://www.instagram.com/accounts/login/
[1] https://www.lefigaro.fr/sciences/crispr-une-application-trop-stricte-du-principe-de-precaution-20201122

Top URLs in Tweet in G7:
[20] https://medicalxpress.com/news/2020-11-revolutionary-crispr-based-genome-treatment-cancer.html
[5] https://www.genengnews.com/news/crispr-technique-effectively-destroys-metastatic-cancer-cells-in-living-animal/
[5] https://advances.sciencemag.org/content/6/47/eabc9450
[3] https://www.haaretz.co.il/science/.premium.HIGHLIGHT-MAGAZINE-1.9317828
[2] https://www.dailymail.co.uk/news/article-8975517/Israeli-scientists-kill-cancer-cells-ground-breaking-DNA-altering-treatment-CRISPR.html
[2] https://twitter.com/peer_lab/status/1329191016491003907
[1] https://advances.sciencemag.org/content/6/47/eabc9450.abstract
[1] https://www.youtube.com/watch?v=Mmar45X2oS8&feature=youtu.be

[1] https://twitter.com/peer_lab/status/1329190587615105024
[1] https://twitter.com/NobelPrize/status/1313778075356798976

Top URLs in Tweet in G8:
[7] https://www.youtube.com/watch?v=RKh2mi3tsmc&feature=youtu.be

[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41556-020-0563-3
[1] https://www.rapidtests.org
[1] https://twitter.com/philipp08767899/status/1328708766720782338
[1] https://www.youtube.com/watch?v=i2sV2Itz8tw&feature=youtu.be

[1] https://leer.amazon.es/kp/kshare?asin=B089T216BV&id=aihevqve6zh3tnkblrlc2ev43y
[1] https://221bfoundation.org/mission/
[1] https://twitter.com/philipp08767899/status/1328820916957171718
[1] https://twitter.com/michaelmina_lab/status/1328900100635103234
[1] https://twitter.com/michaelmina_lab/status/1328957030808350722

Top URLs in Tweet in G9:
[2] https://www.the-scientist.com/news-opinion/crispr-gene-editing-prompts-chaos-in-dna-of-human-embryos-67668

Top URLs in Tweet in G10:
[1] https://twitter.com/yangqitty/status/1328805848240578563

Top Domains
Top Domains in Tweet in Entire Graph:
[383] co.uk
[333] twitter.com
[176] cnbc.com
[155] medicalxpress.com
[149] iammarketingmedia.com
[90] sciencemag.org
[85] genengnews.com
[81] youtube.com
[76] biorxiv.org
[69] nih.gov

Top Domains in Tweet in G1:
[117] twitter.com
[102] co.uk
[102] cnbc.com
[91] medicalxpress.com
[36] sciencemag.org
[28] nih.gov
[20] dailym.ai
[19] genengnews.com
[18] linkedin.com
[18] aftau.org

Top Domains in Tweet in G2:
[42] genengnews.com
[37] twitter.com
[19] biorxiv.org
[17] nih.gov
[7] zoom.us
[7] sciencemag.org
[7] medicalxpress.com
[6] ow.ly
[6] statnews.com
[6] youtube.com

Top Domains in Tweet in G3:
[6] twitter.com
[2] netflix.com
[2] cnbc.com
[1] washingtonpost.com
[1] youtube.com
[1] wnycstudios.org
[1] wondercollaborative.org
[1] statnews.com
[1] npr.org
[1] goodreads.com

Top Domains in Tweet in G4:
[151] co.uk
[2] trefis.com
[1] twitter.com
[1] sciencemag.org

Top Domains in Tweet in G5:
[13] twitter.com
[5] grain-club.de
[4] spiegel.de
[3] youtube.com
[3] biooekonomie.de
[3] taz.de
[2] newatlas.com
[2] wired.com
[2] bmel-forschung.de
[2] europa.eu

Top Domains in Tweet in G6:
[5] lefigaro.fr
[3] twitter.com
[1] slate.fr
[1] wixsite.com
[1] springer.com
[1] eurekalert.org
[1] hemptoday.net
[1] sciencemag.org
[1] temescalbrewing.com
[1] instagram.com

Top Domains in Tweet in G7:
[22] medicalxpress.com
[6] sciencemag.org
[6] twitter.com
[5] genengnews.com
[3] co.il
[3] clinicaltrials.gov
[2] co.uk
[2] aftau.org
[1] youtube.com
[1] crsaustralia.org

Top Domains in Tweet in G8:
[9] youtube.com
[6] twitter.com
[2] rapidtests.org
[1] nature.com
[1] amazon.es
[1] 221bfoundation.org
[1] theatlantic.com
[1] stanford.edu
[1] ted.com
[1] cbsnews.com

Top Domains in Tweet in G9:
[2] the-scientist.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1482] crispr
[285] humannaturefilm
[216] geneediting
[187] genetics
[176] dna
[174] cancer
[143] mrna
[142] eugenics
[133] covid19
[97] science



Top Hashtags in Tweet in G1:
[183] crispr
[35] cancer
[24] covid19
[15] geneediting
[15] science
[12] genetics
[11] coronavirus
[10] humannaturefilm
[10] dna
[9] cas9

Top Hashtags in Tweet in G2:
[270] crispr
[63] cancer
[39] womeninscience
[36] nobelprize
[22] statsummit
[16] genomeediting
[14] covid19
[11] womeninstem
[11] diagnostics
[11] hamm400aos

Top Hashtags in Tweet in G3:
[272] humannaturefilm
[102] crispr
[38] netflix
[14] documentaryfilm
[10] fam46
[3] genetics
[3] gattaca
[2] humannature
[2] science
[1] biology

Top Hashtags in Tweet in G4:
[13] israeli
[12] scientists
[12] bigdata
[12] medical
[12] health
[2] dna
[2] scienceandtechnology
[2] medicine
[2] sunday
[2] cancer

Top Hashtags in Tweet in G5:
[84] crispr
[30] gentechnik
[15] dbdk20
[13] genomeediting
[9] landwirtschaft
[8] dialoggenomeediting
[7] embracingnature
[6] plantbreeding
[6] züchtungsforschung
[5] geneediting

Top Hashtags in Tweet in G6:
[51] crispr
[23] ogm
[23] pesticides
[23] biotech
[2] agriculture
[1] cancer
[1] afrique
[1] agriculteurs
[1] african

Top Hashtags in Tweet in G7:
[39] crispr
[30] cancer
[7] technology
[7] crispri
[7] cellscience
[4] iot
[4] ipscs
[3] cas9
[3] genomeediting
[3] openscience

Top Hashtags in Tweet in G8:
[5] covid19
[2] crispr
[1] cancer
[1] ahaal
[1] praiserealheros
[1] thecoronavirusbook
[1] ethika
[1] mrnarules
[1] prayers

Top Words
Top Words in Tweet in Entire Graph:
[4294] crispr
[1481] #crispr
[1259] editing
[1248] cancer
[1081] cells
[948] scientists
[877] dna
[719] cas9
[714] gene
[691] genome

Top Words in Tweet in G1:
[879] crispr
[287] cancer
[252] editing
[240] cells
[183] #crispr
[167] cas9
[167] scientists
[158] gene
[148] system
[143] genome

Top Words in Tweet in G2:
[432] crispr
[269] #crispr
[158] genbio
[147] editing
[134] jennifer
[127] genome
[113] doudna
[103] nevillesanjana
[93] screens
[89] pooled

Top Words in Tweet in G3:
[289] crispr
[272] #humannaturefilm
[217] danrather
[208] watched
[192] human
[189] nature
[167] documentary
[148] netflix
[118] watch
[102] #crispr

Top Words in Tweet in G4:
[286] cells
[278] mailonline
[275] scientists
[275] ground
[275] breaking
[244] kill
[244] cancer
[234] dna
[142] treatment
[141] altering

Top Words in Tweet in G5:
[91] die
[84] #crispr
[37] crispr
[36] die_gruenen
[34] neuen
[30] #gentechnik
[19] debatte
[18] bmel
[15] juliakloeckner
[15] #dbdk20

Top Words in Tweet in G6:
[108] crispr
[91] agbioworld
[60] editing
[52] gene
[51] #crispr
[50] lycopene
[43] cancer
[35] system
[34] whoa
[34] first

Top Words in Tweet in G7:
[119] crispr
[80] editing
[71] cancer
[68] genome
[59] treatment
[58] cells
[57] based
[57] system
[47] revolutionary
[47] destroys

Top Words in Tweet in G8:
[60] crispr
[15] michaelmina_lab
[11] tests
[10] sherlock1
[10] test
[9] mojica
[8] zhangf
[8] pcr
[8] elonmusk
[7] vaccines

Top Words in Tweet in G9:
[227] تعديل
[132] mhd_alobaidi
[132] التي
[126] تحرير
[126] الجينات
[104] تقنية
[103] على
[101] إن
[101] أحد
[101] أكثر

Top Words in Tweet in G10:
[172] microbiologists
[92] crispr
[86] uk
[86] chipsr
[85] perlhack
[4] shout
[4] namjoon
[4] inventing
[3] citruskoya

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[817] cancer,cells
[609] ground,breaking
[594] crispr,cas9
[570] kill,cancer
[562] genome,editing
[562] scientists,kill
[561] cells,ground
[555] breaking,dna
[480] israeli,scientists
[330] gene,editing

Top Word Pairs in Tweet in G1:
[178] cancer,cells
[147] crispr,cas9
[132] genome,editing
[108] editing,system
[101] based,genome
[100] crispr,based
[92] treatment,destroys
[91] system,treatment
[85] destroys,cancer
[85] genes,protect

Top Word Pairs in Tweet in G2:
[100] jennifer,doudna
[98] genome,editing
[92] crispr,screens
[89] pooled,crispr
[80] crispr,sciatac
[75] combining,pooled
[74] tweetorial,crispr
[74] sciatac,preprint
[74] preprint,lab
[74] lab,working

Top Word Pairs in Tweet in G3:
[188] human,nature
[122] watched,#humannaturefilm
[101] nature,netflix
[64] documentary,human
[47] thank,danrather
[42] watched,human
[39] seeing,many
[38] great,documentary
[38] wow,danrather
[37] watch,human

Top Word Pairs in Tweet in G4:
[275] ground,breaking
[243] kill,cancer
[242] cancer,cells
[232] scientists,kill
[231] cells,ground
[230] breaking,dna
[141] dna,altering
[141] altering,treatment
[141] treatment,compare
[140] compare,using

Top Word Pairs in Tweet in G5:
[10] neuen,züchtungstechniken
[8] bmin,juliakloeckner
[8] magazin,forschungsfelder
[8] forschungsfelder,bmel
[8] die,mitglieder
[8] die_gruenen,#dbdk20
[8] neuen,#gentechnik
[7] crispr,cas
[7] die,grünen
[6] juliakloeckner,heutigen

Top Word Pairs in Tweet in G6:
[34] whoa,first
[34] first,study
[34] study,world
[34] world,prove
[34] prove,crispr
[34] crispr,genome
[34] genome,editing
[34] editing,system
[34] system,used
[34] used,treat

Top Word Pairs in Tweet in G7:
[68] genome,editing
[55] crispr,based
[48] editing,system
[47] revolutionary,crispr
[47] based,genome
[47] system,treatment
[47] treatment,destroys
[28] cancer,cells
[25] destroys,#cancer
[25] #cancer,cells

Top Word Pairs in Tweet in G8:
[7] francis,mojica
[6] crispr,based
[5] genoma,crispr
[5] lamp,crispr
[5] use,crispr
[4] nobel,prize
[4] crispr,world
[3] premio,asturias
[3] crispr,cas
[3] fda,eau

Top Word Pairs in Tweet in G9:
[126] تحرير,تعديل
[126] تعديل,الجينات
[101] إن,أحد
[101] أحد,أكثر
[101] أكثر,الأشياء
[101] الأشياء,أهمية
[101] أهمية,التي
[101] التي,يقدمها
[101] يقدمها,تحرير
[101] الجينات,هو

Top Word Pairs in Tweet in G10:
[86] uk,microbiologists
[86] microbiologists,crispr
[86] crispr,microbiologists
[86] microbiologists,chipsr
[85] perlhack,uk
[4] shout,namjoon
[4] namjoon,inventing
[4] inventing,crispr
[3] citruskoya,shout

Top Replied-To
Top Replied-To in Entire Graph:
@crispr_cas09
@danrather
@crispr_maga
@vjllanelles
@m2jr
@villanelling
@shebayasarai
@blueicetr
@q_crispr
@crispr_greg_9

Top Replied-To in G2:
@rafaelotinoco
@hankgreelylsju
@scribetx
@crisprtx
@ajdarojc
@sbimb1
@davidrliu
@macariomx
@misscromatina
@vicamposg

Top Replied-To in G3:
@danrather
@maite_marty
@ricardodebustos
@robin_quon
@sumrgrl07
@arianabeth_
@sureshcs
@joelewin223
@laurenpeikoff
@carrigerber

Top Replied-To in G4:
@stevendenoon
@lhechtman
@bianca_lobsey
@kara_kter
@insom_ai333
@tbg9270584
@mailonline

Top Replied-To in G5:
@friederikekrick
@boelwtermine
@paulapiechotta
@doener
@birner_regina
@bussetanja
@snoleppa
@heinihenke
@gruenebundestag
@joergprante

Top Replied-To in G6:
@agbioworld
@yoesterpiscore
@rtgr_hyderabad
@bastien_b_bux
@agritof80
@fjlopezbaena

Top Replied-To in G7:
@policeofmankind
@valerie24190901
@telavivuni

Top Replied-To in G8:
@elonmusk
@hhs_ash
@jerichoyeti
@javierpadillab
@zapateroantonio
@jmrothberg
@virusesimmunity
@stevefda
@herreraencope
@mvtarde

Top Replied-To in G9:
@mhd_alobaidi
@ghadaghani921

Top Replied-To in G10:
@irisdiamondrock
@areumdahoseok

Top Mentioned
Top Mentioned in Entire Graph:
@mailonline
@danrather
@genbio
@mhd_alobaidi
@nevillesanjana
@agbioworld
@perlhack
@firstsquawk
@womensciencerfs
@cnbc

Top Mentioned in G1:
@jeanrossignol
@mitochondriane1
@potentialecoach
@satyaitrc
@cmemertens
@bbajournals
@sophiatseliem
@eurekamag
@bmcmedicine

Top Mentioned in G2:
@genbio
@nevillesanjana
@womensciencerfs
@doudna_lab
@nobelprize
@kevinadavies
@benjaminloakes
@nicolegaudelli
@statnews
@viraiefremova

Top Mentioned in G3:
@danrather
@kushnierlisa
@curledandqueued
@netflix
@petesouza
@todddavidadams
@laurenpeikoff
@arianabeth_
@barodgers
@maite_marty

Top Mentioned in G4:
@mailonline
@hopesprings10
@chidambara09
@hikmetgeckil
@l_d_grant
@iremkulaksiz68
@jennaluche
@temhamuzaffer
@capulcu_orcun
@tarafsz12

Top Mentioned in G5:
@die_gruenen
@bmel
@juliakloeckner
@grainclub
@ebner_sha
@annachristmann
@ludgerwess
@jostmaurintaz
@biooekonomiede
@jki_bund

Top Mentioned in G6:
@agbioworld
@foodevo_lefilm
@pluslibq
@le_figaro
@prherve
@stoeklec
@rageousb
@lefigaroabonnes
@agritof80
@olivierbabeau

Top Mentioned in G7:
@medical_xpress
@peer_lab
@scienceadvances
@taunews
@primary_immune
@telavivuni
@danielrosenblu7
@alleninstitute
@gutki
@genbio

Top Mentioned in G8:
@michaelmina_lab
@zhangf
@pfizer
@velardedaoiz2
@joebiden
@lluismontoliu
@c_drosten
@zapateroantonio
@rahulkdhanda
@mariadelmartom

Top Mentioned in G9:
@mhd_alobaidi
@ghadaghani921
@touqahali

Top Mentioned in G10:
@perlhack
@citruskoya

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@filafresh
@sectest9
@dichristine
@marcodacostafx
@only_rock_radio
@threadreaderapp
@nblackthorne
@phildecarolis
@edinburghwatch

Top Tweeters in G1:
@andyvermaut
@schestowitz
@eurekamag
@amel_benmann
@newsfilterio
@sedzir
@kinokuniyasale
@sciseekfeed
@alc_v
@hunkara

Top Tweeters in G2:
@femtech_
@washingtonpost
@mokhtarghazzawi
@syawal
@tee_d0e
@marty62_r
@rnomics
@joeltheomar
@norionakatsuji
@macariomx

Top Tweeters in G3:
@filafresh
@dichristine
@beverly21811568
@cotey_mary
@loulachat
@reneevoicebrand
@safimaasai
@multijo1
@herbsistah
@bengin1003

Top Tweeters in G4:
@chidambara09
@gambiste1
@nlognbot
@beeahoney_
@miriamrosemc
@ldga123456
@mailonline
@kris_kinder
@nofixedabode
@dailymailuk

Top Tweeters in G5:
@erwinbertrand
@derspiegel
@faznet
@hexaflexagon
@sz
@germanyoutuber2
@ivolkman
@h_odiug
@doener
@tazgezwitscher

Top Tweeters in G6:
@le_figaro
@legrouxvincent
@delphine_d
@mukulagarwal66
@alain_co
@earlchamignon
@jaswtaylor1
@yonny_s
@hdjebar
@cainheleverok

Top Tweeters in G7:
@sectest9
@threadreaderapp
@cybersecurityn8
@physorg_health
@physorg_com
@_open_science_
@marieannelecler
@mywaypress
@itrtg
@starcolombo

Top Tweeters in G8:
@nyt
@324cat
@constitutionsue
@mariebe10098426
@ramondeveciana
@antoniomaestre
@i_g_g_a
@jvicenteprieto
@lisataz
@mihulkas

Top Tweeters in G9:
@alanzisaudi
@sam12317
@85lhe
@haifasaad2000
@jak06597989
@travellady2012
@arnm2222
@arze_777
@wa8faa
@brdcjijel

Top Tweeters in G10:
@yoboseiyo
@macbean221b
@gombang
@citruskoya
@nehaanna1925
@porkbuttdryrub
@therealpalmal
@dyddgu
@her_nerdiness
@glumeria