CRISPR, Twitter, 10/5/2021 11:49:06 AM, 263736


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CRISPR_2021-10-05_04-16-01.xlsx
CRISPR_2021-10-05_04-16-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 05, 2021
Short Description:
CRISPR via NodeXL https://bit.ly/3oD7R9E
@kurtoglukagan
@crispr_news
@ahmetal07711346
@laurenspauwels
@hnisimasu
@aurmanark
@agbioworld
@newscientist
@dnesbethucl
@npr

Top hashtags:
#crispr
#vision
#geneediting
#ogm
#tomato
#crisprcas9
#cell
#nft
#twittertalk

Description:
Description
The graph represents a network of 7,427 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, 05 October 2021 at 11:28 UTC.

The requested start date was Tuesday, 05 October 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, 10-hour, 9-minute period from Wednesday, 29 September 2021 at 13:50 UTC to Tuesday, 05 October 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 : 7427
Unique Edges : 3794
Edges With Duplicates : 10597
Total Edges : 14391
Number of Edge Types : 5
Tweet : 1790
Retweet : 4722
MentionsInRetweet : 5583
Replies to : 700
Mentions : 1596
Self-Loops : 1873
Reciprocated Vertex Pair Ratio : 0.0253308666571795
Reciprocated Edge Ratio : 0.0494101318528799
Connected Components : 1533
Single-Vertex Connected Components : 862
Maximum Vertices in a Connected Component : 3389
Maximum Edges in a Connected Component : 8144
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.120292
Graph Density : 0.000130636824876414
Modularity : 0.520457
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,427 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, 05 October 2021 at 11:28 UTC.

The requested start date was Tuesday, 05 October 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, 10-hour, 9-minute period from Wednesday, 29 September 2021 at 13:50 UTC to Tuesday, 05 October 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:
[319] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment
[132] https://www.theonion.com/scientists-unlock-47-new-editable-genes-after-purchasin-1847764241
[112] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[57] https://www.chilebio.cl/2021/09/28/japon-esta-listo-para-comercializar-un-pez-editado-geneticamente-con-mayor-volumen-de-carne/amp/
[55] https://latch.bio/
[34] https://discord.com/invite/vickedlabs
[23] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/
[23] https://evrimagaci.org/kana-enjekte-edilen-crispr-ilk-kez-genetik-bir-hastaligi-tedavi-etti-10700?utm_source=evrimagaci&utm_medium=social&utm_campaign=as-twitter
[21] https://tendenciascyt.com/2021/10/02/mujer-ciega-recobra-la-vista-gracias-a-crispr-cas9/
[20] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[174] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment
[51] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[10] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment?sc=18&f=1040879179
[9] https://www.science.org/content/article/crispr-helps-blind-woman-see-doesn-t-help-all-patients?cookieSet=1
[8] https://finance.yahoo.com/news/origin-agritech-china-agricultural-university-133600935.html
[6] https://www.quo.es/ciencia/q2109594925/crispr-francis-mojica-descubrimiento/
[6] https://www.dailymail.co.uk/health/article-10045599/Blind-patients-family-make-colors-pioneering-treatment.html
[6] https://www.ansa.it/canale_scienza_tecnica/notizie/biotech/2021/10/01/hiv-via-libera-ai-primi-test-sulluomo-della-tecnica-crispr-_6967a3d9-9e4f-421b-92ce-51fbdd8f85b4.html
[5] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.newscientist.nl/nieuws/eerste-crispr-voedsel-ligt-in-de-schappen-een-tomaat-met-gewijzigd-dna/

Top URLs in Tweet in G3:
[8] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment
[7] https://www.theonion.com/scientists-unlock-47-new-editable-genes-after-purchasin-1847764241
[5] https://www.genengnews.com/news/editas-early-data-for-crispr-therapy-edit-101-shows-efficacy-signals-in-two-patients/
[4] https://endpts.com/editas-crispr-based-eye-therapy-proves-safe-but-the-jurys-still-out-on-whether-it-works/
[4] https://innovativegenomics.org/crispr-made-simple/
[4] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[3] https://worldcrisprday.com/s/202140cb69af8d554913c9b88825/home?utm_content=180913455&utm_medium=social&utm_source=twitter&hss_channel=tw-760529971
[3] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/
[3] https://twitter.com/NPR/status/1443227351605723140
[2] https://pubmed.ncbi.nlm.nih.gov/34077734/?utm_source=curl&utm_medium=rss&utm_campaign=None&utm_content=1dwOEnJFpGXm0QHHVL_qpIKyt8gwRjUzYxNMj8-1PBGyeC-kLC&fc=None&ff=20210603065501&v=2.14.4

Top URLs in Tweet in G4:
[11] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment?utm_source=dlvr.it&utm_medium=twitter
[10] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment
[2] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://trib.al/DXhU0Vz
[1] https://latch.bio/
[1] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment?origin=NOTIFY
[1] https://www.genomeweb.com/scan/some-improvement-two0
[1] https://trib.al/xMxy1z9
[1] https://www.npr.org/sections/health-shots/2019/07/29/744826505/sickle-cell-patient-reveals-why-she-is-volunteering-for-landmark-gene-editing-st
[1] https://www.science.org/content/article/crispr-helps-blind-woman-see-doesn-t-help-all-patients?cookieSet=1

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

[2] https://twitter.com/aurmanARK/status/1444681440101347337
[2] https://twitter.com/aurmanark/status/1444681440101347337
[2] https://twitter.com/thisischristina/status/1382436968626290690
[1] https://twitter.com/DilksJay/status/1444719613888040962
[1] https://twitter.com/hnisimasu/status/928933260159197184
[1] https://worldcrisprday.com/s/202140cb69af8d554913c9b88825/home?utm_content=180913455&utm_medium=social&utm_source=twitter&hss_channel=tw-760529971
[1] https://endpts.com/editas-crispr-based-eye-therapy-proves-safe-but-the-jurys-still-out-on-whether-it-works/
[1] https://twitter.com/mklugmann/status/1443926538358038559
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-00655-8

Top URLs in Tweet in G6:
[6] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/
[6] https://www.biorxiv.org/content/10.1101/2021.04.19.440450v1
[5] https://www.science.org/doi/10.1126/science.abm2239?cookieSet=1
[3] https://www.iflscience.com/technology/tomato-in-japan-is-first-crispredited-food-to-go-on-sale-/
[3] https://redirect.viglink.com?u=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnature08586&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[2] https://www.chilebio.cl/2021/09/17/estos-super-cultivos-editados-geneticamente-pueden-evitar-el-desperdicio-de-alimentos/
[2] https://www.nature.com/articles/s43016-020-0051-8.epdf?shared_access_token=sj8COq_dMbWoS79z-4zfndRgN0jAjWel9jnR3ZoTv0OYRaK5vQa3jG2bmVDpcllzql4JBNkys6RJUMDY66aLwBOiT7IPs9_CHqrOOLH2EWoQ0Im0MvsvCAH_7ae8kVKXYQM8rOk3t56Beh3AL-_v5g%3D%3D
[2] http://bioscriptionblog.com/2021/10/04/japan-crispr-tomato-high-gaba/
[2] https://www.science.org/doi/10.1126/science.abj6856?cookieSet=1
[1] https://www.chilebio.cl/2021/09/28/japon-esta-listo-para-comercializar-un-pez-editado-geneticamente-con-mayor-volumen-de-carne/

Top URLs in Tweet in G7:
[2] https://apple.news/As4QtajXDR3CgmPueyUwZBg
[1] https://unlimitedhangout.com/2021/02/reports/bidens-nominee-for-new-cabinet-level-science-position-is-epstein-linked-geneticist/

Top URLs in Tweet in G8:
[16] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment
[12] https://www.youtube.com/watch?v=zLI6fHleHBs&feature=youtu.be

[11] https://www.statnews.com/2021/09/29/editas-crispr-treatment-shows-a-signal-of-vision-improvement-but-more-needed/
[4] https://www.theonion.com/scientists-unlock-47-new-editable-genes-after-purchasin-1847764241
[2] https://www.youtube.com/watch?v=Nn5K-O2Jvw8&feature=youtu.be

[2] https://www.linkedin.com/slink?code=eXhhGXUm
[2] https://www.newscientist.com/article/2291194-tomato-is-first-crispr-edited-food-to-go-on-sale-in-the-world/
[2] https://endpts.com/editas-crispr-based-eye-therapy-proves-safe-but-the-jurys-still-out-on-whether-it-works/
[1] https://www.technologyreview.com/technology/liquid-biopsy/
[1] https://www.technologyreview.com/2021/09/04/1034364/altos-labs-silicon-valleys-jeff-bezos-milner-bet-living-forever/

Top URLs in Tweet in G9:
[3] https://twitter.com/LoizouJoanna/status/1443918436413939730
[2] https://www.biotechniques.com/crispr/10xcrisprsptl_developing-single-cell-crispr-screening-technology/
[1] https://www.nature.com/articles/s41467-021-23213-w#disqus_thread
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-021-23213-w
[1] https://twitter.com/GaetanBurgio/status/1443896808917192707
[1] https://www.biorxiv.org/content/10.1101/2021.09.30.462548v1?ct=
[1] https://careers.iscb.org/jobs/view/7780
[1] https://twitter.com/cellcellpress/status/1445062661507538948
[1] https://www.10xgenomics.com/blog/understanding-cancer-gene-regulation-with-single-cell-chromatin-accessibility-crispr-screens?src=social&utm_medium=social&lss=twitter&utm_source=twitter&cnm=soc-twi-2021-ra_g-blog&utm_campaign=soc-twi-2021-ra_g-blog&useroffertype=blog&userresearcharea=ra_c&userregion=multi&userrecipient=customer&usercampaignid=7011P000001PBna&cid=7011P000001PBna
[1] https://twitter.com/cariboubio/status/1433555575577579522

Top URLs in Tweet in G10:
[3] https://newatlas.com/science/colossal-woolly-mammoth-de-extinction/
[3] https://www.nature.com/articles/s41467-021-25992-8
[2] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment
[1] https://www.drugtargetreview.com/news/97647/crispr-based-droplet-method-speeds-up-gene-therapy-research/
[1] https://www.npr.org/sections/health-shots/2021/09/29/1040879179/vision-loss-crispr-treatment?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://twitter.com/CRISPR_News/status/1443425831582191617
[1] https://www.ed.ac.uk/roslin/news-events/latest-news/gene-editing-identifies-disease-resistance-gene-in
[1] https://latch.bio/
[1] https://www.sciencedirect.com/science/article/abs/pii/S0888754321003542
[1] https://twitter.com/drabuka1/status/1442866298891890696

Top Domains
Top Domains in Tweet in Entire Graph:
[505] npr.org
[191] twitter.com
[138] theonion.com
[111] youtube.com
[69] newscientist.com
[63] discord.com
[62] chilebio.cl
[55] latch.bio
[52] nature.com
[51] nih.gov

Top Domains in Tweet in G1:
[264] npr.org
[51] twitter.com
[17] youtube.com
[14] science.org
[13] nature.com
[13] nih.gov
[11] dlvr.it
[11] biospace.com
[10] co.uk
[8] newscientist.com

Top Domains in Tweet in G3:
[25] nih.gov
[16] npr.org
[9] twitter.com
[9] theonion.com
[8] worldcrisprday.com
[7] nature.com
[5] innovativegenomics.org
[5] addgene.org
[5] genengnews.com
[5] berkeley.edu

Top Domains in Tweet in G4:
[26] npr.org
[2] trib.al
[1] latch.bio
[1] genomeweb.com
[1] science.org
[1] worldcrisprday.com

Top Domains in Tweet in G5:
[10] twitter.com
[7] youtube.com
[1] worldcrisprday.com
[1] endpts.com
[1] nature.com
[1] npr.org
[1] novomebio.com
[1] biopharmadive.com
[1] higherselfportal.com
[1] colossal.com

Top Domains in Tweet in G6:
[9] science.org
[6] twitter.com
[6] newscientist.com
[6] biorxiv.org
[5] chilebio.cl
[5] nature.com
[4] viglink.com
[3] iflscience.com
[2] bioscriptionblog.com
[2] elconfidencial.com

Top Domains in Tweet in G7:
[2] apple.news
[1] unlimitedhangout.com

Top Domains in Tweet in G8:
[19] npr.org
[15] youtube.com
[11] statnews.com
[5] twitter.com
[4] theonion.com
[2] technologyreview.com
[2] linkedin.com
[2] crisprmedicinenews.com
[2] newscientist.com
[2] fiercebiotech.com

Top Domains in Tweet in G9:
[8] twitter.com
[4] biorxiv.org
[2] biotechniques.com
[2] nature.com
[1] iscb.org
[1] 10xgenomics.com
[1] cell.com
[1] science.org
[1] pnas.org
[1] latch.bio

Top Domains in Tweet in G10:
[3] newatlas.com
[3] npr.org
[3] nature.com
[3] twitter.com
[1] drugtargetreview.com
[1] ac.uk
[1] latch.bio
[1] sciencedirect.com
[1] thefishsite.com
[1] substack.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1182] crispr
[88] vision
[79] geneediting
[79] ogm
[76] tomato
[72] crisprcas9
[63] cell
[61] nft
[61] twittertalk
[61] wuasvirtualreality



Top Hashtags in Tweet in G1:
[125] crispr
[20] geneediting
[17] science
[16] biotech
[14] news
[11] dna
[8] genetherapy
[7] vision
[7] healthcare
[6] innovation

Top Hashtags in Tweet in G3:
[155] crispr
[18] worldcrisprday
[18] nobelprize
[15] genetherapy
[13] geneediting
[7] rd2021
[6] data
[5] dna
[4] research
[4] genes

Top Hashtags in Tweet in G4:
[6] crispr
[4] geneediting
[2] vision
[1] lca
[1] raredisease
[1] armmemberinthenews
[1] datascience
[1] tech
[1] technology
[1] healthcare

Top Hashtags in Tweet in G5:
[61] twittertalk
[61] crisprcas9
[61] wuasvirtualreality
[61] cell
[39] simulations
[36] molecule
[17] crispr
[12] realisticvirtualearthforcrispr
[7] streetview
[7] vr

Top Hashtags in Tweet in G6:
[125] crispr
[60] tomato
[4] crispr_cas
[4] dnacuttingenzymes
[4] dna
[4] plants
[3] ciencia
[3] research
[3] food
[3] autoimmunedisease

Top Hashtags in Tweet in G8:
[32] crispr
[4] crisprmedicine
[3] biotech
[2] geneediting
[2] crisprmedicinenews
[1] venom2
[1] arcus
[1] stemcells
[1] genetics
[1] cas12a

Top Hashtags in Tweet in G9:
[54] crispr
[37] dnarepair
[6] atacseq
[4] merfish
[3] biorxiv
[3] jacsearlcareerinvestigator
[3] allostery
[1] singlecell
[1] tomato
[1] chrdna

Top Hashtags in Tweet in G10:
[20] crispr
[3] aquaculture
[2] tomato
[2] dnarepair
[2] anticrispr
[2] diseaseresistance
[1] francismojica
[1] worldcrisprday
[1] scientific_aptitude_program
[1] tibconow

Top Words
Top Words in Tweet in Entire Graph:
[4736] crispr
[1487] gene
[1446] editing
[1305] cas9
[1180] #crispr
[1074] ile
[808] patients
[791] vision
[716] mrna
[535] insanlık

Top Words in Tweet in G1:
[570] crispr
[287] gene
[264] editing
[205] patients
[195] vision
[170] experiment
[137] see
[125] #crispr
[118] again
[106] color

Top Words in Tweet in G2:
[1051] ile
[529] crispr
[525] internet
[525] sosyal
[525] medya
[525] katalizörü
[525] insanlık
[525] ahlaki
[525] ruhsal
[525] çöküntü

Top Words in Tweet in G3:
[188] crispr
[153] #crispr
[57] editing
[56] therapy
[49] dr
[48] cas9
[46] patients
[42] gene
[38] genetic
[37] patient

Top Words in Tweet in G4:
[189] gene
[188] editing
[188] crispr
[186] patients
[180] vision
[178] npr
[159] doctors
[158] tool
[155] first
[154] directly

Top Words in Tweet in G5:
[205] crispr
[186] aurmanark
[171] hnisimasu
[166] cas9
[121] tokyo
[120] atomic
[120] force
[120] microscopy
[118] university
[118] used

Top Words in Tweet in G6:
[125] #crispr
[78] editing
[72] genome
[65] cas9
[62] target
[60] used
[60] #tomato
[60] laurenspauwels
[59] kix8
[59] kix9

Top Words in Tweet in G7:
[169] ethical
[168] steveschmidtses
[168] psychological
[168] effects
[168] social
[168] media
[168] considered
[168] within
[168] framework
[168] dissimilar

Top Words in Tweet in G8:
[189] crispr
[51] edit
[36] biotech2k1
[33] data
[32] #crispr
[31] editing
[29] one
[26] therapy
[23] first
[22] gene

Top Words in Tweet in G9:
[97] excited
[81] editing
[70] research
[68] computational
[67] please
[67] hiring
[67] scientists
[67] postdoctoral
[67] candidates
[67] biologists

Top Words in Tweet in G10:
[111] crispr
[91] crispr_news
[90] one
[81] patients
[81] vision
[81] see
[80] loss
[80] color
[80] again
[80] patient

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1121] crispr,cas9
[1100] gene,editing
[543] mrna,crispr
[531] insanlık,ahlaki
[531] ahlaki,ruhsal
[531] ruhsal,çöküntü
[531] çöküntü,girdabına
[531] girdabına,sokuldu
[531] sokuldu,kovid
[531] kovid,miladı

Top Word Pairs in Tweet in G1:
[238] gene,editing
[162] editing,experiment
[100] see,color
[99] vision,loss
[99] color,again
[98] experiment,patients
[98] patients,vision
[97] loss,see
[88] crispr,gene
[72] crispr,cas9

Top Word Pairs in Tweet in G2:
[525] internet,sosyal
[525] sosyal,medya
[525] medya,katalizörü
[525] katalizörü,ile
[525] ile,insanlık
[525] insanlık,ahlaki
[525] ahlaki,ruhsal
[525] ruhsal,çöküntü
[525] çöküntü,girdabına
[525] girdabına,sokuldu

Top Word Pairs in Tweet in G3:
[40] crispr,cas9
[28] one,patient
[26] receiving,crispr
[26] crispr,therapy
[26] therapy,genetic
[26] genetic,form
[26] form,degenerative
[26] degenerative,blindness
[26] blindness,one
[26] patient,dyed

Top Word Pairs in Tweet in G4:
[188] gene,editing
[167] patients,vision
[154] editing,tool
[154] tool,crispr
[154] crispr,directly
[154] directly,cells
[153] first,time
[153] time,doctors
[153] doctors,injected
[153] injected,gene

Top Word Pairs in Tweet in G5:
[165] crispr,cas9
[120] atomic,force
[120] force,microscopy
[118] university,tokyo
[118] used,high
[118] high,speed
[118] speed,atomic
[117] aurmanark,university
[116] microscopy,document
[115] tokyo,hnisimasu

Top Word Pairs in Tweet in G6:
[67] genome,editing
[59] used,#crispr
[59] #crispr,cas9
[59] cas9,genome
[59] editing,target
[59] target,kix8
[59] kix8,kix9
[59] kix9,#tomato
[59] #tomato,resulting
[59] resulting,enlarged

Top Word Pairs in Tweet in G7:
[168] psychological,effects
[168] effects,social
[168] social,media
[168] media,considered
[168] considered,within
[168] within,ethical
[168] ethical,framework
[168] framework,dissimilar
[167] steveschmidtses,psychological
[4] adding,biden

Top Word Pairs in Tweet in G8:
[18] crispr,therapy
[16] waiting,crispr
[16] therapy,results
[16] results,first
[16] first,attempt
[16] attempt,direct
[16] direct,injection
[16] injection,people
[16] people,looks
[16] looks,re

Top Word Pairs in Tweet in G9:
[67] please,hiring
[67] hiring,research
[67] research,scientists
[67] scientists,postdoctoral
[67] postdoctoral,candidates
[67] candidates,computational
[67] computational,biologists
[67] biologists,programmers
[67] programmers,excited
[66] lucapinello,please

Top Word Pairs in Tweet in G10:
[80] patients,vision
[80] vision,loss
[80] loss,see
[80] see,color
[80] one,patient
[79] color,again
[77] crispr,lets
[77] lets,patients
[77] again,sunset
[77] sunset,both

Top Replied-To
Top Replied-To in Entire Graph:
@natharooni
@biotech2k1
@vickedlabs
@crisprtalk
@aurmanark
@antonioregalado
@elonmusk
@miss_pellin
@crispr_news
@pharma_bi

Top Replied-To in G2:
@idil20231

Top Replied-To in G3:
@wuxi_apptec
@bluetheabbyssi1
@terepaneque
@statnews
@medbookclub1
@biobeef
@penstinger
@walterisaacson

Top Replied-To in G4:
@npr
@robsteinnews
@colewagoner
@richardhead2021

Top Replied-To in G5:
@aurmanark
@sergarellano
@dilksjay
@retailbiotech
@natharooni
@yaireinhorn
@cjblamey
@_coffeelink_
@mikelieberman
@biotechnick

Top Replied-To in G6:
@joccinellidae
@laurenspauwels
@ajitpai

Top Replied-To in G7:
@steveschmidtses

Top Replied-To in G8:
@natharooni
@biotech2k1
@crisprtalk
@antonioregalado
@adamfeuerstein
@crisprinvestors
@aamortazavi
@wolf_financial
@gerberkawasaki
@elonmusk

Top Replied-To in G9:
@lucapinello

Top Replied-To in G10:
@crispr_news
@elonmusk
@miketyson

Top Mentioned
Top Mentioned in Entire Graph:
@kurtoglukagan
@aurmanark
@npr
@hnisimasu
@steveschmidtses
@pezntjournalist
@vickedlabs
@theonion
@docteurgonzo4
@lacuentamedica

Top Mentioned in G1:
@the_paper_link
@carol_cramalho
@drlboominathan
@puntocriticodh
@futuraplanete
@oceancitydental
@davidmichaels
@infofuengirola
@hookedonmusicen
@fabienprevots

Top Mentioned in G2:
@kurtoglukagan
@fedaittihat
@idil20231

Top Mentioned in G3:
@urnovfyodor
@doudna_lab
@pdhsu
@editasmed
@caseyeye
@synthego
@ohsunews
@rob
@igisci
@dukemedx

Top Mentioned in G4:
@npr
@robsteinnews
@nprhealth
@thescientistllc
@npratc
@ronald_vanloon
@lynnrwebstermd
@editasmed
@latchbio
@daniel_kraft

Top Mentioned in G5:
@aurmanark
@hnisimasu
@geochurch
@worldunivandsch
@cathiedwood
@scottmacleod
@harbinbook
@sgkmacleod
@wuaspress
@theopenband

Top Mentioned in G6:
@laurenspauwels
@sciencemagazine
@chilebio_ag
@zhangf
@kutub_joy
@sci_plant
@joe_lucero_
@adsuara
@kamounlab
@plantascientist

Top Mentioned in G7:
@steveschmidtses
@tentoads4truth
@allareblessed

Top Mentioned in G8:
@biotech2k1
@dereklowe
@adamfeuerstein
@natharooni
@hassanaesthetic
@ophirgottlieb
@pknoepfler
@_b_i_o_t_e_c_h_
@bradloncar
@crisprmedicine

Top Mentioned in G9:
@lucapinello
@loizoujoanna
@lgmartelotto
@biorxivpreprint
@ferreirasilvaj
@harvard
@10xgenomics
@pnasnews
@molecularcell
@brownuniversity

Top Mentioned in G10:
@crispr_news
@ageinves
@roslininstitute
@acinasl
@jingyiwei4
@ceronlab
@rosshouston
@pdhsu
@elliothershberg
@geochurch

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@gocoo_59
@gocoo
@edinburghwatch
@thudao76
@gambiste1
@andyvermaut
@kogemayo
@robinlynnemabin
@jokottenweb

Top Tweeters in G1:
@andyvermaut
@robinlynnemabin
@jokottenweb
@newsfilterio
@foggybottomgal
@seekingalpha
@dailystar
@paulstewartii
@davidpapp
@notcomey

Top Tweeters in G2:
@kalemdar
@oksayoksay
@bykararasul
@sukrankrmn
@iso3232
@tamer1461
@srdaydin
@sabrigunes001
@mstfffffffff
@sosyalmedyaci51

Top Tweeters in G3:
@ml_tweet_bot
@tarundsnaol
@ayirpelle
@saludhealthinfo
@naphisoc
@ig
@realkunalashah
@cathcoste
@srqstockpicker
@duderise

Top Tweeters in G4:
@billieo2
@njmike731
@tenajd
@steampunkmuppet
@loudlysilent
@jonesls
@globalcitizenln
@derrelldurrett
@npr
@colewagoner

Top Tweeters in G5:
@artificialbra1n
@helperstream
@nbg_machiavelli
@igorcarron
@ipunnnnnnnnnn
@tradetexasbig
@salinasja
@juanbg
@muktabh
@alcocan

Top Tweeters in G6:
@edinburghwatch
@lizditz
@eloycam2012
@uribex
@feistsheindlin1
@elconfidencial
@urretajorge
@adsuara
@coyotegris
@carlosezuniga

Top Tweeters in G7:
@manmet80
@jamestoupin
@awelab1956
@meomy1236
@rosiem1919
@on_bender
@jomajority
@aziegler
@persistentpengn
@newsjunkie60

Top Tweeters in G8:
@gambiste1
@luigi_warren
@drferdowsi
@ophirgottlieb
@griffinmang
@kristennetten
@greenmonsterah
@hernangraffe
@cstross
@matthewherper

Top Tweeters in G9:
@mariolapr
@biorxivpreprint
@xenopus007
@cyrilpedia
@roshni_beeharry
@singlecellmedia
@allisablue
@tangming2005
@harvard
@onisillos

Top Tweeters in G10:
@raygibbs1
@samyagdrsti
@mercedesamgf1
@palmarine128
@samadovaabditch
@melissabak3
@teaboyteddy
@fafie_07
@nasa
@alanarchibald51


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