CRISPR, Twitter, 3/22/2022 6:55:37 PM, 273474


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CRISPR_2022-03-22_06-03-21.xlsx
CRISPR_2022-03-22_06-03-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 22, 2022
Short Description:
CRISPR via NodeXL https://bit.ly/36DkmeC
@raquel_cuella
@naturebiotech
@cellcellpress
@nature
@gmofreeusa
@successtohealth
@cfstruefood
@yaireinhorn
@sciencemagazine
@crisprvision

Top hashtags:
#crispr
#gecow
#geanimals
#stopgecashcow
#gmo
#genomics
#geneediting

Description:
Description
The graph represents a network of 7,192 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, 22 March 2022 at 13:17 UTC.

The requested start date was Tuesday, 22 March 2022 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 9-day, 15-hour, 43-minute period from Saturday, 12 March 2022 at 08:17 UTC to Tuesday, 22 March 2022 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 : 7192
Unique Edges : 5088
Edges With Duplicates : 10057
Total Edges : 15145
Number of Edge Types : 5
Tweet : 1974
Replies to : 1404
Mentions : 3184
MentionsInRetweet : 4910
Retweet : 3673
Self-Loops : 2051
Reciprocated Vertex Pair Ratio : 0.0403815995818087
Reciprocated Edge Ratio : 0.077628438638362
Connected Components : 1471
Single-Vertex Connected Components : 807
Maximum Vertices in a Connected Component : 3144
Maximum Edges in a Connected Component : 8252
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.821701
Graph Density : 0.000153931909386795
Modularity : 0.52434
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,192 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, 22 March 2022 at 13:17 UTC.

The requested start date was Tuesday, 22 March 2022 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 9-day, 15-hour, 43-minute period from Saturday, 12 March 2022 at 08:17 UTC to Tuesday, 22 March 2022 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:
[139] https://action.centerforfoodsafety.org/a/fda-ge-cows
[70] https://mindinghearts.com/2021/11/04/if-crispr-changes-what-humanity-looks-like-who-will-own-the-patent-designer-babies-and-eliminating-sickness-and-disease-are-within-human-reach/
[69] https://www.abc.es/ciencia/abci-crispr-revolucion-genetica-podemos-comer-202203130154_noticia_amp.html
[67] https://www.cnbc.com/2022/03/12/30-year-old-female-founders-billion-dollar-bet-on-crispr-gene-editing.html
[49] https://www.cell.com/cell/fulltext/S0092-8674(22)00195-7?rss=yes&utm_source=dlvr.it&utm_medium=twitter
[48] https://www.statnews.com/2022/03/18/new-details-michael-deem-obscured-role-crispr-babies-scandal/
[46] https://opencell.czbiohub.org:443/
[40] https://www.abc.es/ciencia/abci-crispr-revolucion-genetica-podemos-comer-202203130154_noticia.html
[40] https://swarajyamag.com/world/genes-and-gavel-decade-long-intellectual-property-battle-for-crispr-comes-to-a-halt
[39] https://nextshark.com/janice-chen-is-building-crispr-company/

Top URLs in Tweet in G1:
[70] https://mindinghearts.com/2021/11/04/if-crispr-changes-what-humanity-looks-like-who-will-own-the-patent-designer-babies-and-eliminating-sickness-and-disease-are-within-human-reach/
[26] https://www.cnbc.com/2022/03/12/30-year-old-female-founders-billion-dollar-bet-on-crispr-gene-editing.html
[22] https://www.abc.es/ciencia/abci-crispr-revolucion-genetica-podemos-comer-202203130154_noticia.html
[11] https://ensedeciencia.com/2022/03/19/mujer-ciega-recobra-la-vista-gracias-a-la-tecnica-de-edicion-genetica-crispr-cas9/
[8] https://www.heise.de/hintergrund/Erste-CRISPR-Gentherapie-Medikament-wirkt-offenbar-langfristig-6545638.html
[8] https://www.fiercebiotech.com/biotech/fdas-gene-editing-guidance-par-course-still-important-analysts-say-crispr-intellia-verve
[8] https://www.statnews.com/2022/03/18/new-details-michael-deem-obscured-role-crispr-babies-scandal/
[8] https://dein-patent-shop.com/?p=6679&utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[7] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00629-y
[7] https://www.cnbc.com/2022/03/12/30-year-old-female-founders-billion-dollar-bet-on-crispr-gene-editing.html?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[46] https://www.cell.com/cell/fulltext/S0092-8674(22)00195-7?rss=yes&utm_source=dlvr.it&utm_medium=twitter
[46] https://opencell.czbiohub.org:443/
[22] https://www.nature.com/articles/d41586-022-00629-y?error=cookies_not_supported&code=b011ce16-997e-4987-92bf-be30b195b8b5&utm_medium=Social&utm_campaign=nature&utm_source=Twitter#Echobox=1646936251-1
[18] https://www.genengnews.com/lung-cancer-2/spatial-crispr-genomics-of-tumor-microenvironments/
[11] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell%2Ffulltext%2FS0092-8674%2822%2900195-7&rc=0
[10] https://www.cell.com/molecular-cell/fulltext/S1097-2765(22)00102-2?rss=yes&utm_source=dlvr.it&utm_medium=twitter
[7] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fmolecular-cell%2Ffulltext%2FS1097-2765%2822%2900107-1%3Frss%3Dyes%26utm_source%3Ddlvr.it%26utm_medium%3Dtwitter&rc=0
[7] https://medicalxpress.com/news/2022-03-mice-validate-crispr-technology-leishmaniasis.html
[4] https://geneticliteracyproject.org/2022/03/18/kenya-joins-nigeria-as-african-countries-approving-guidelines-for-crispr-and-other-gene-editing-techniques/
[4] https://www.genengnews.com/topics/genome-editing/crispr-partnerships-seek-win-win-situations/

Top URLs in Tweet in G3:
[22] https://www.statnews.com/2022/03/18/new-details-michael-deem-obscured-role-crispr-babies-scandal/
[20] https://www.cnbc.com/2022/03/12/30-year-old-female-founders-billion-dollar-bet-on-crispr-gene-editing.html
[6] https://www.cnbc.com/2022/03/12/30-year-old-female-founders-billion-dollar-bet-on-crispr-gene-editing.html?utm_term=Autofeed&utm_medium=Social&utm_content=Main&utm_source=Twitter#Echobox=1647099382
[3] https://jobs.lever.co/mammothbiosci/846cb15e-0e0f-4dc4-b242-bdc0d28ab41c
[3] https://pubmed.ncbi.nlm.nih.gov/35301321/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1Raub9iNEXW1QX_N_AtDeBJdabhYfSU12br5FqcwrEh1zOgwXl&fc=None&ff=20220320084407&v=2.17.6
[3] https://www.goodnewsnetwork.org/crispr-gene-editing-tool-dna-ut-austin/
[3] https://www.biopharmadive.com/news/fda-gene-editing-guidance-gene-therapy/620484/
[3] https://www.cnbc.com/2022/03/12/30-year-old-female-founders-billion-dollar-bet-on-crispr-gene-editing.html?__source=iosappshare%7Ccom.apple.UIKit.activity.PostToTwitter
[2] https://mammoth.bio/2021/11/04/using-crispr-to-overcome-the-challenges-of-in-vivo-genome-editing/
[2] https://mammoth.bio/2019/06/10/the-cas-proteins-behind-crispr-diagnostics/

Top URLs in Tweet in G4:
[1] https://www.nature.com/articles/s41467-021-27227-2
[1] https://www.pnas.org/doi/full/10.1073/pnas.2115248119

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=ZoIePbSg8fI&feature=youtu.be


Top URLs in Tweet in G6:
[29] https://www.abc.es/ciencia/abci-crispr-revolucion-genetica-podemos-comer-202203130154_noticia.html#vca=rrss-inducido&vmc=abc-es&vso=tw&vli=noticia.foto
[8] https://www.abc.es/ciencia/abci-crispr-revolucion-genetica-podemos-comer-202203130154_noticia.html
[6] https://www.abc.es/ciencia/abci-crispr-revolucion-genetica-podemos-comer-202203130154_noticia.html#vca=rrss&vmc=abc-es&vso=tw&vli=cm-general&_tcode=bmxldG4z
[4] https://www.ias.csic.es/crispr-la-revolucion-genetica-que-ya-nos-podemos-comer-francisco-barro-losada/
[3] https://www.abc.es/ciencia/abci-crispr-revolucion-genetica-podemos-comer-202203130154_noticia.html#vca=amp-rrss-inducido&vmc=abc-es&vso=tw&vli=noticia.foto
[2] https://genotipia.com/genetica_medica_news/puertos-genomicos/
[2] https://genotipia.com/revista_gm/gmgrev30-edicion-del-genoma-enfermedades-cardiovasculares
[2] https://www.rtve.es/play/audios/a-hombros-de-gigantes/hombros-gigantes-guerra-hibrida-armas-fakes-news-20-03-22/6450627/
[2] https://montoliu.naukas.com/2020/04/06/como-explicar-el-origen-bacteriano-de-los-sistemas-crispr-con-piezas-de-tente/
[2] https://bit.ly/36mm9Er

Top URLs in Tweet in G7:
[1] https://www.fiercebiotech.com/research/crispr-pioneer-feng-zhang-s-latest-work-delivers-mrna-gene-therapy-human-protein

Top URLs in Tweet in G8:
[138] https://action.centerforfoodsafety.org/a/fda-ge-cows
[1] https://www2.smartbrief.com/sharedSummary/index.jsp?copyId=0D52A6D8-2D97-4180-AE9D-EED40181F367&issueId=1E02AACF-6287-45DE-A6AD-10E303A10968&briefId=E85A822D-5834-4A91-A8B7-42C4A576A05F

Top URLs in Tweet in G9:
[1] https://www.fooddive.com/news/fda-approves-gmo-cattle-for-food/620061/
[1] https://action.centerforfoodsafety.org/a/fda-ge-cows

Top URLs in Tweet in G10:
[10] https://jobrxiv.org/job/inserm-u1242-coss-centre-eugene-marquis-university-of-rennes-27778-two-years-post-doc-france-crispr-screen-to-improve-antisense-oligonucleotides-aso-efficiency/
[7] https://rarible.com/token/tezos/KT18pVpRXKPY2c4U2yFEGSH3ZnhB2kL8kwXS:42552
[6] https://interestingengineering.com/crispr-protect-astronauts-space-radiation?utm_source=Twitter&utm_medium=Article&utm_campaign=organic&utm_content=Mar13
[5] https://interestingengineering.com/patients-with-vision-loss-see-color-again-after-landmark-crispr-experiment?utm_source=Twitter&utm_medium=Article&utm_campaign=organic&utm_content=Mar12
[4] https://www.fiercebiotech.com/biotech/fdas-gene-editing-guidance-par-course-still-important-analysts-say-crispr-intellia-verve?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.lexismeeting.com/nucleicacidscongress/registration
[3] https://www.cnbc.com/2022/03/12/30-year-old-female-founders-billion-dollar-bet-on-crispr-gene-editing.html?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.lexismeeting.com/nucleicacidscongress/abstract
[3] https://objkt.com/asset/hicetnunc/676379
[2] https://www.hcplive.com/view/how-close-crispr-gene-therapies-lung-disease-breakthroughs?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[220] twitter.com
[157] abc.es
[139] centerforfoodsafety.org
[120] nature.com
[99] cnbc.com
[95] nih.gov
[90] youtube.com
[81] biorxiv.org
[70] mindinghearts.com
[70] cell.com

Top Domains in Tweet in G1:
[70] mindinghearts.com
[65] twitter.com
[41] cnbc.com
[30] nature.com
[29] abc.es
[29] nih.gov
[17] mundoagropecuario.net
[16] fiercebiotech.com
[15] youtube.com
[15] goodnewsnetwork.org

Top Domains in Tweet in G2:
[59] cell.com
[46] czbiohub.org
[34] nature.com
[25] geneticliteracyproject.org
[24] genengnews.com
[22] elsevierhealth.com
[20] biorxiv.org
[13] workcast.com
[9] medicalxpress.com
[8] science.org

Top Domains in Tweet in G3:
[44] nih.gov
[31] cnbc.com
[30] statnews.com
[23] biorxiv.org
[16] twitter.com
[10] youtube.com
[8] nature.com
[7] mammoth.bio
[6] frontiersin.org
[5] goodnewsnetwork.org

Top Domains in Tweet in G4:
[1] nature.com
[1] pnas.org

Top Domains in Tweet in G5:
[1] youtube.com

Top Domains in Tweet in G6:
[50] abc.es
[6] naukas.com
[4] genotipia.com
[4] csic.es
[2] rtve.es
[2] bit.ly
[2] nature.com
[1] newatlas.com
[1] fundacion-antama.org
[1] crispr2022.bio

Top Domains in Tweet in G7:
[1] fiercebiotech.com

Top Domains in Tweet in G8:
[138] centerforfoodsafety.org
[1] smartbrief.com

Top Domains in Tweet in G9:
[1] fooddive.com
[1] centerforfoodsafety.org

Top Domains in Tweet in G10:
[11] interestingengineering.com
[10] jobrxiv.org
[8] rarible.com
[7] twitter.com
[7] lexismeeting.com
[6] synthego.com
[4] fiercebiotech.com
[3] cnbc.com
[3] crispr2022.bio
[3] objkt.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1120] crispr
[137] gecow
[137] geanimals
[136] stopgecashcow
[128] gmo
[99] genomics
[98] geneediting
[65] biotech
[53] cancer
[44] 5city



Top Hashtags in Tweet in G1:
[122] crispr
[25] geneediting
[12] news
[12] biotech
[10] science
[9] biotechnology
[8] genetics
[8] technology
[8] verkaufen
[8] sweet

Top Hashtags in Tweet in G2:
[224] crispr
[64] genomics
[27] cancer
[23] omics
[21] opencell
[17] biorxiv
[14] incorporating
[13] genes
[13] tumor
[12] vaccine

Top Hashtags in Tweet in G3:
[170] crispr
[30] geneediting
[19] genomics
[18] genomeediting
[14] biotech
[12] hiring
[12] cancer
[11] fintwit
[10] genetherapy
[9] health

Top Hashtags in Tweet in G4:
[5] fertilization
[5] imprinting
[1] crispr
[1] genomics

Top Hashtags in Tweet in G5:
[44] 5city

Top Hashtags in Tweet in G6:
[66] crispr
[8] agricultura
[7] ganadería
[7] genes
[7] colza
[6] edicióngenoma
[5] franciscobarro
[4] revisión
[4] investigación
[4] covid19

Top Hashtags in Tweet in G8:
[136] gecow
[136] geanimals
[135] stopgecashcow
[8] fda
[8] crispr
[6] geneticallyengineered
[3] petition
[2] rt
[1] cow
[1] meat

Top Hashtags in Tweet in G9:
[119] gmo
[1] crispr
[1] gecow
[1] geanimals
[1] stopgecashcow

Top Hashtags in Tweet in G10:
[100] crispr
[28] biotech
[13] pharma
[12] engineering
[11] strategy
[11] phages
[9] competitiveintelligence
[9] medicine
[9] congress
[8] dna

Top Words
Top Words in Tweet in Entire Graph:
[4089] crispr
[1120] #crispr
[970] gene
[892] editing
[883] cas9
[600] fda
[523] using
[416] lab
[410] looking
[401] human

Top Words in Tweet in G1:
[728] crispr
[220] editing
[206] gene
[124] cas9
[122] #crispr
[110] human
[97] disease
[83] babies
[71] within
[71] reach

Top Words in Tweet in G2:
[541] crispr
[224] #crispr
[205] spatial
[189] researchers
[183] cas9
[163] paper
[147] gene
[142] tumor
[141] nature
[137] sciencemagazine

Top Words in Tweet in G3:
[266] crispr
[170] #crispr
[135] editing
[113] gene
[69] year
[67] cas9
[53] scientist
[49] 2021
[48] yaireinhorn
[47] babies

Top Words in Tweet in G4:
[329] biology
[328] gearing
[328] open
[328] lab
[328] mcgill
[328] university
[328] looking
[328] crazily
[328] motivated
[328] phd

Top Words in Tweet in G5:
[333] crispr___
[324] nie
[200] się
[159] że
[109] jak
[90] jest
[89] tak
[87] co
[83] ale
[62] bo

Top Words in Tweet in G6:
[95] crispr
[94] revolución
[76] genética
[66] #crispr
[58] podemos
[58] comer
[40] edición
[40] abc_ciencia
[31] zhangf
[31] artículo

Top Words in Tweet in G7:
[14] crispr
[8] technology
[8] gene
[8] one
[7] mcfunny
[6] therapy
[6] seems
[6] already
[6] launched
[6] mass

Top Words in Tweet in G8:
[432] fda
[152] first
[150] declined
[150] regulate
[150] convince
[149] cow
[149] made
[149] rescind
[148] genetically
[148] engineered

Top Words in Tweet in G9:
[239] cow
[122] fda
[121] gmofreeusa
[119] breaking
[119] approved
[119] 1st
[119] #gmo
[119] human
[119] food
[119] consumption

Top Words in Tweet in G10:
[100] #crispr
[70] crispr
[55] crispr2022
[43] register
[29] #biotech
[23] gene
[19] many
[18] come
[17] 12
[16] space

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[667] crispr,cas9
[587] gene,editing
[335] gearing,open
[335] open,lab
[335] lab,mcgill
[335] mcgill,university
[335] university,looking
[335] looking,crazily
[335] crazily,motivated
[335] motivated,phd

Top Word Pairs in Tweet in G1:
[170] gene,editing
[114] crispr,gene
[107] crispr,cas9
[70] designer,babies
[70] babies,eliminating
[70] eliminating,sickness
[70] sickness,disease
[70] disease,within
[70] within,human
[70] human,reach

Top Word Pairs in Tweet in G2:
[116] crispr,based
[110] redesigned,cas9
[108] paper,published
[108] published,nature
[108] nature,reports
[108] reports,researchers
[108] researchers,redesigned
[108] cas9,key
[108] key,component
[108] component,crispr

Top Word Pairs in Tweet in G3:
[77] gene,editing
[48] crispr,cas9
[47] crispr,babies
[38] babies,scandal
[36] crispr,gene
[35] rachel,haurwitz
[35] role,crispr
[33] obscured,role
[28] scientist,obscured
[25] promised,reading

Top Word Pairs in Tweet in G4:
[328] gearing,open
[328] open,lab
[328] lab,mcgill
[328] mcgill,university
[328] university,looking
[328] looking,crazily
[328] crazily,motivated
[328] motivated,phd
[328] phd,student
[328] student,dig

Top Word Pairs in Tweet in G5:
[31] jokerunio,hemalion3
[21] nie,ma
[19] crispr___,exhieee
[17] crispr___,jokerunio
[16] yszdamian,exhieee
[14] kober39145866,jokerunio
[13] widzę,że
[12] że,nie
[12] po,co
[11] naucz,się

Top Word Pairs in Tweet in G6:
[58] crispr,revolución
[58] revolución,genética
[58] genética,podemos
[58] podemos,comer
[28] arn,mensajero
[27] revolución,#crispr
[27] #crispr,sigue
[27] sigue,equipo
[27] equipo,zhangf
[27] zhangf,descubierto

Top Word Pairs in Tweet in G7:
[6] gene,therapy
[6] therapy,seems
[6] seems,already
[6] already,launched
[6] launched,technology
[6] technology,mass
[6] mass,scale
[6] scale,wanna
[6] wanna,admit
[6] admit,one

Top Word Pairs in Tweet in G8:
[150] declined,regulate
[150] regulate,first
[150] convince,fda
[148] cow,made
[148] fda,rescind
[148] genetically,engineered
[146] first,genetically
[144] engineered,cow
[142] made,crispr
[142] crispr,convince

Top Word Pairs in Tweet in G9:
[119] breaking,fda
[119] fda,approved
[119] approved,1st
[119] 1st,#gmo
[119] #gmo,cow
[119] cow,human
[119] human,food
[119] food,consumption
[119] consumption,gmo
[119] gmo,short

Top Word Pairs in Tweet in G10:
[23] register,crispr2022
[15] calling,#crispr
[15] #crispr,lovers
[15] lovers,time
[15] time,come
[15] come,register
[15] crispr2022,registration
[15] registration,live
[15] live,website
[14] crispr2022,calling

Top Replied-To
Top Replied-To in Entire Graph:
@crispr___
@yszdamian
@kober39145866
@grubciomisio
@wyrwanyzesnuu
@dragon82999551
@kinga01_
@madzara_n
@idgaf_sun
@camilleneumayer

Top Replied-To in G2:
@sciencemagazine
@nature
@icahnmountsinai
@molassemblies
@bigbrimstone
@cogemnet
@sudarshmallaya
@calleymeans
@cellcellpress
@geneinvesting

Top Replied-To in G3:
@shresthamoses
@biotech2k1
@jessekkm15
@jessiechimni
@teslaanddoge
@natharooni
@scottsinvesting
@gvteam
@kaigriebenow
@adamsinger

Top Replied-To in G4:
@daveweigel

Top Replied-To in G5:
@crispr___
@yszdamian
@kober39145866
@grubciomisio
@wyrwanyzesnuu
@dragon82999551
@kinga01_
@madzara_n
@camilleneumayer
@idgaf_sun

Top Replied-To in G6:
@buildestroy7
@_mrtrixer_
@jack
@postigoelena
@ucberkeley
@gop

Top Replied-To in G7:
@ale_battini
@organicdot
@angelos_frank
@jamie83107302
@kathysm59005579
@dr_colemami
@aspalaasnasntyr
@tweetofsteiner
@skepticalmutant

Top Replied-To in G8:
@fda
@us_fda

Top Replied-To in G9:
@gmofreeusa
@granny2cents

Top Replied-To in G10:
@manelwatchau
@synbio1
@rtleenay

Top Mentioned
Top Mentioned in Entire Graph:
@raquel_cuella
@cfstruefood
@sciencemagazine
@nature
@gmofreeusa
@natureportfolio
@cellcellpress
@very_0wn
@crispr___
@elazotedelnom

Top Mentioned in G1:
@nuriavazquezbe
@munagropecuario
@amirhusain_tx
@butterwordblog
@carolinafaith2
@bjoernbruecher
@kinglucifer187
@jorgejhorlfl
@gcb_bioenergy
@predices

Top Mentioned in G2:
@nature
@sciencemagazine
@natureportfolio
@cellcellpress
@icahninstitute
@genbio
@leonettimanuel
@opencellczb
@naturebiotech
@icahnmountsinai

Top Mentioned in G3:
@yaireinhorn
@meganmolteni
@mammothbiosci
@doudna_lab
@janiceschen
@bradloncar
@statnews
@igisci
@editasmed
@beamtx

Top Mentioned in G4:
@raquel_cuella
@mason_lab
@embryologyinfo
@icahninstitute

Top Mentioned in G5:
@crispr___
@exhieee
@hemalion3
@jokerunio
@dragon82999551
@anarchy_soull
@dacek_
@kinga01_
@madzara_n
@dajsza01

Top Mentioned in G6:
@abc_ciencia
@zhangf
@soybiotec
@lluismontoliu
@p_biosca
@fundacionantama
@fbarroslab
@abc_es
@danielnorero
@searavalero

Top Mentioned in G7:
@mcfunny
@earthlingz963
@carlsmythe
@barryjohnreid21
@foofdawg
@frankdelia7
@monstercoyliar
@krebiozen
@kathmarval
@chrisjohnsonmd

Top Mentioned in G8:
@cfstruefood
@yesmaam74
@fda
@andyhinz2
@josette_jackson
@tina_corthals
@pang5
@johnstofko5
@bosguyinatl
@rickeybuttery

Top Mentioned in G9:
@gmofreeusa
@resourceful1942
@granny2cents
@cfstruefood
@naturebiotech

Top Mentioned in G10:
@crispr2022
@peterfineran
@david_gilot
@_timos_
@bakr_d0mains
@congresscrispr
@shaharnc
@rafapinilla92
@manelwatchus
@puskasjason

Top Tweeters
Top Tweeters in Entire Graph:
@berkleybearnews
@gambiste1
@falconhamada_90
@freiewelteu
@56perumal
@jacekwierzbicki
@independent
@_redfrog
@jondknight
@mithu796311

Top Tweeters in G1:
@berkleybearnews
@freiewelteu
@jacekwierzbicki
@newsfilterio
@frontendla
@isearch247
@stckpro
@sciseekfeed
@fishfetish5
@thearticletrunk

Top Tweeters in G2:
@betzmyboyblue11
@botfemale
@bibliocolo_ve
@marciasgreen
@ap
@blkhwk0ps
@sshin6591
@tt85207533
@zalache
@physorg_health

Top Tweeters in G3:
@gambiste1
@jondknight
@net2ayurveda
@1feralkat
@cnbc
@peterpobjecky
@krishworlds
@mercnews
@wsj
@thatvdovault

Top Tweeters in G4:
@owhreoluwa
@jccordero28
@vanessababyoh
@daveweigel
@inioiuwa
@s_aleshinloye
@kayodeoshinubi
@kelewishhh
@montelookast
@coded_omoluabi

Top Tweeters in G5:
@mruczinom
@afp
@grzef
@soalann
@pisorgpl
@mat_z_katowic
@kiki_purplear
@xbvczl
@lukaszbok
@prezydentpl

Top Tweeters in G6:
@411emilio
@andresjaviercl
@kaluapiscis
@abc_es
@antonio86938495
@gargotejant
@oro_negro26
@franmacos
@chusgc
@almudenanegro

Top Tweeters in G7:
@lizditz
@doritmi
@mondiablue
@_mamadeb
@beckyjohnson222
@monstercoyliar
@takethatct
@mcfunny
@keigh_see
@frankdelia7

Top Tweeters in G8:
@dgendvil
@davidlance3
@birdtrees
@swell
@toschie
@cinemaofdreams
@2sense2
@rozmcdermott
@strosfan
@pickledog47

Top Tweeters in G9:
@frlarousse2
@lawlor224
@kavn
@ewestaway
@lindadoherty4
@sonyabaker2
@getaclue77
@aerwaves_
@magyckmoon
@williamaulicino

Top Tweeters in G10:
@education_24x7
@kevinrns
@amcell
@pardoe_ai
@b0tsci
@_timos_
@nzherald
@lqventures
@justblazedro
@sciences_avenir


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