CRISPR, Twitter, 7/27/2021 10:26:09 AM, 258880


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CRISPR_2021-07-27_02-51-21.xlsx
CRISPR_2021-07-27_02-51-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 27, 2021
Short Description:
CRISPR via NodeXL https://bit.ly/3zHYhou
@sciam
@junwei_s
@genbio
@agbioworld
@naturebiotech
@igisci
@nobelprize
@alain_co
@meganmolteni
@geneticliteracy

Top hashtags:
#crispr
#geneediting
#biotech
#covid19
#biotechnology
#arnm
#science
#agriculture
#genomeediting

Description:
Description
The graph represents a network of 8,331 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, 27 July 2021 at 10:07 UTC.

The requested start date was Tuesday, 27 July 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 10-day, 0-hour, 10-minute period from Friday, 16 July 2021 at 23:44 UTC to Monday, 26 July 2021 at 23:55 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 : 8331
Unique Edges : 5309
Edges With Duplicates : 9801
Total Edges : 15110
Number of Edge Types : 5
Retweet : 4216
MentionsInRetweet : 5425
Replies to : 1092
Mentions : 2392
Tweet : 1985
Self-Loops : 2071
Reciprocated Vertex Pair Ratio : 0.0258759440386282
Reciprocated Edge Ratio : 0.0504465363263336
Connected Components : 1797
Single-Vertex Connected Components : 872
Maximum Vertices in a Connected Component : 2661
Maximum Edges in a Connected Component : 6585
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.209235
Graph Density : 0.000119399578340519
Modularity : 0.569998
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,331 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, 27 July 2021 at 10:07 UTC.

The requested start date was Tuesday, 27 July 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 10-day, 0-hour, 10-minute period from Friday, 16 July 2021 at 23:44 UTC to Monday, 26 July 2021 at 23:55 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:
[85] https://www.freethink.com/health/coronavirus-transmission-2
[71] https://bigthink.com/technology-innovation/crispr-therapy-cures-genetic-disorder
[70] https://origin.gigazine.net/news/20200417-crispr-cas12-based-detection-coronavirus-test/
[66] https://www.livescience.com/crispr-block-coronavirus-replication-treatment.html/?utm_source=twitter.com&utm_content=livescience&utm_medium=social&utm_campaign=socialflow
[54] https://www.livescience.com/crispr-block-coronavirus-replication-treatment.html
[37] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41587-021-00017-3
[25] https://www.technologyreview.com/2021/07/21/1029891/albino-opossum-crispr-marsupials/
[25] https://en.hdbuzz.net/308
[23] https://www.amazon.com/Agricultural-Industry-2020-Comprehensive-agriculture-ebook/dp/B07Y7JJCGH?dchild=1&qid=1624801571&sr=8-1&linkCode=sl1&tag=nickdancriddr-20&linkId=95b7855242765ddc1c0b93298bd9ea53&language=en_US&ref_=as_li_ss_tl
[20] https://medcitynews.com/2021/07/crispr-biotech-caribou-biosciences-ipo-reels-in-304m-for-next-gen-cell-therapy/

Top URLs in Tweet in G1:
[52] https://www.freethink.com/health/coronavirus-transmission-2
[39] https://bigthink.com/technology-innovation/crispr-therapy-cures-genetic-disorder
[28] https://www.livescience.com/crispr-block-coronavirus-replication-treatment.html
[23] https://www.amazon.com/Agricultural-Industry-2020-Comprehensive-agriculture-ebook/dp/B07Y7JJCGH?dchild=1&qid=1624801571&sr=8-1&linkCode=sl1&tag=nickdancriddr-20&linkId=95b7855242765ddc1c0b93298bd9ea53&language=en_US&ref_=as_li_ss_tl
[14] https://www.technologyreview.com/2021/07/21/1029891/albino-opossum-crispr-marsupials/?utm_source=dlvr.it&utm_medium=twitter
[12] https://www.technologyreview.com/2021/07/21/1029891/albino-opossum-crispr-marsupials/
[8] https://www.sciencemag.org/news/2021/07/crispr-creates-first-genetically-modified-marsupials
[7] https://twitter.com/MarioBrothBlog/status/1416781898685239296
[6] https://www.reddit.com/r/technology/comments/omszta/crispr_stops_coronavirus_replication_in_human/?utm_source=ifttt
[6] https://medcitynews.com/2021/07/crispr-biotech-caribou-biosciences-ipo-reels-in-304m-for-next-gen-cell-therapy/

Top URLs in Tweet in G3:
[30] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41587-021-00017-3
[9] https://www.scientificamerican.com/article/how-designer-dna-is-changing-medicine/
[5] https://www.genengnews.com/news/crispr-cas9-breaches-barrier-reveals-route-to-marsupial-models/
[4] 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
[4] https://www.cirm.ca.gov/about-cirm/newsroom/press-releases/07202021/board-funds-fifteen-bridges-stem-cell-research-and
[4] https://phys.org/news/2021-07-scientists-harness-naturally-abundant-crispr-cas.html
[3] https://www.genengnews.com/news/facemask-detects-sars-cov-2-using-crispr-based-sherlock-technology/
[3] https://twitter.com/davidrliu/status/1406284669100953609
[3] https://www.businessinsider.com/biotech-gene-editing-crispr-intellia-beam-verve-inside-lab-2021-7
[3] https://www.sciencemag.org/news/2021/06/crispr-injected-blood-treats-genetic-disease-first-time

Top URLs in Tweet in G4:
[2] https://www.crisprscreeningcourse.com/
[1] https://pubmed.ncbi.nlm.nih.gov/34302663/
[1] https://twitter.com/rasmus_o_bak/status/1416103345102675970
[1] https://labs.icahn.mssm.edu/papapetroulab/
[1] https://bensonhill.com/
[1] https://boards.greenhouse.io/bensonhillinc/jobs/4564731003
[1] https://meetings.cshl.edu/meetings.aspx?meet=CRISPR&year=21

Top URLs in Tweet in G5:
[5] https://medcitynews.com/2021/07/crispr-biotech-caribou-biosciences-ipo-reels-in-304m-for-next-gen-cell-therapy/
[3] https://www.businesswire.com/news/home/20210712005106/en/Caribou-Biosciences-Announces-Dosing-of-First-Patient-in-Phase-1-Clinical-Trial-Evaluating-CB-010-a-CRISPR-Edited-Allogeneic-Anti-CD19-CAR-T-Cell-Therapy-in-Patients-with-Relapsed-or-Refractory-B-Cell-Non-Hodgkin-Lymphoma
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41587-021-00017-3
[2] https://www.youtube.com/watch?v=Fms7GPIJ4sA&feature=youtu.be

[2] https://www.sciencemag.org/news/2021/06/crispr-injected-blood-treats-genetic-disease-first-time
[2] https://www.freethink.com/health/coronavirus-transmission-2
[1] https://www.clinicalomics.com/topics/patient-care/nebulizer-can-deliver-crispr-based-treatment-targeting-covid-19-and-influenza/
[1] https://twitter.com/Biotech2k1/status/1415105810183696387
[1] https://xconomy.com/san-francisco/2019/02/06/new-crispr-fight-old-friends-intellia-caribou-in-license-dispute/2/
[1] https://www.biospace.com/article/caribou-biosciences-is-armoring-cells-to-fight-disease-through-crispr/

Top URLs in Tweet in G6:
[1] https://www.scientificamerican.com/article/the-dark-side-of-crispr/

Top URLs in Tweet in G7:
[15] https://pubs.acs.org/doi/10.1021/acs.jafc.1c02653?cookieSet=1
[13] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Fnplants%2Fvolumes%2F7%2Fissues%2F7
[4] https://www.technologynetworks.com/genomics/news/first-breeding-of-sugar-cane-using-crisprcas9-350804#.YP7ibd9Uu58.twitter
[4] https://crispr.blog/2021/07/21/la-roadmap-delloms-per-lediting-del-genoma/
[3] https://www.the-star.co.ke/news/star-farmer/2021-07-10-kenyan-scientist-among-leaders-in-crispr-technology/
[2] https://geneticliteracyproject.org/2021/07/02/heres-an-update-on-the-quixotic-crispr-gene-editing-project-to-revive-the-defunct-woolly-mammoth/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1626606683
[2] https://geneticliteracyproject.org/2021/07/21/saving-the-world-or-possibly-destroying-it-what-does-the-future-of-crispr-genetic-engineering-portend/
[2] http://www.enlamira.info/noticias/5140/nos-vamos-poniendo-tecnos-que-es-crispr-y-en-que-consiste-la-edicion-genica#.YPV7znZeDzc.twitter
[2] https://cabbi.bio/sweet-success-cabbi-demonstrates-first-precision-breeding-of-sugarcane-with-crispr-cas9/
[2] https://geneticliteracyproject.org/2021/07/22/video-curious-about-the-full-implications-of-the-crispr-gene-editing-revolution-heres-a-primer/

Top URLs in Tweet in G8:
[3] https://montoliu.naukas.com/2021/07/26/zarigueyas-editadas-y-albinas/
[2] https://www.nature.com/articles/s41467-021-24707-3
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-021-21771-7%2F%2F
[2] https://www.coursesource.org/courses/converting-a-face-to-face-lab-to-online-an-example-of-process-and-outcomes-for-a-crispr
[2] https://www.ciberer.es/noticias/gran-exito-del-curso-ciberer-sobre-edicion-genomica-y-terapia-genica-con-crispr
[1] https://iunits.es/
[1] https://montoliu.naukas.com
[1] http://cbiolegs.cat/wp-content/uploads/2021/07/CBCAT36_br.pdf
[1] https://montoliu.naukas.com/2021/03/31/editando-genes-3-0-actualizando-la-historia-de-las-crispr-tras-el-nobel-y-la-pandemia-covid-19/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-021-24743-z

Top URLs in Tweet in G9:
[1] https://www.medikaynak.com/amp/nobel-kimya-odulu-crispr-cas-9-teknolojisinin-oldu

Top URLs in Tweet in G10:
[65] https://origin.gigazine.net/news/20200417-crispr-cas12-based-detection-coronavirus-test/
[14] https://twitter.com/You3_JP/status/1418748949054189572
[10] https://twitter.com/mitnak5/status/1418751344391819267
[6] https://tocana.jp/2021/07/post_215017_entry.html
[5] https://note.com/mitnak1203/n/n294ec021c21f
[3] https://www.ims.u-tokyo.ac.jp/imsut/jp/about/press/page_00009.html
[1] https://news.allabout.co.jp/articles/p/000000043.000058530/
[1] https://wired.jp/2019/01/23/crispr-babies-ivf-and-the-ethics-of-genetic-class-warfare/

Top Domains
Top Domains in Tweet in Entire Graph:
[222] twitter.com
[137] nature.com
[126] livescience.com
[95] youtube.com
[93] freethink.com
[83] nih.gov
[79] gigazine.net
[76] bigthink.com
[70] technologyreview.com
[52] biorxiv.org

Top Domains in Tweet in G1:
[67] twitter.com
[58] freethink.com
[40] bigthink.com
[38] nih.gov
[37] technologyreview.com
[33] livescience.com
[25] linkedin.com
[24] amazon.com
[22] nature.com
[21] youtube.com

Top Domains in Tweet in G3:
[33] nature.com
[15] twitter.com
[10] mammoth.bio
[10] scientificamerican.com
[9] genengnews.com
[7] phys.org
[5] lever.co
[5] nih.gov
[4] ca.gov
[4] sciencemag.org

Top Domains in Tweet in G4:
[2] crisprscreeningcourse.com
[1] nih.gov
[1] twitter.com
[1] mssm.edu
[1] bensonhill.com
[1] greenhouse.io
[1] cshl.edu

Top Domains in Tweet in G5:
[17] nih.gov
[11] biorxiv.org
[6] twitter.com
[5] medcitynews.com
[3] businesswire.com
[3] nature.com
[2] clinicalomics.com
[2] youtube.com
[2] sciencemag.org
[2] freethink.com

Top Domains in Tweet in G6:
[1] scientificamerican.com

Top Domains in Tweet in G7:
[23] geneticliteracyproject.org
[15] nature.com
[15] acs.org
[5] crispr.blog
[4] technologynetworks.com
[3] co.ke
[3] twitter.com
[2] isaaa.org
[2] freethink.com
[2] enlamira.info

Top Domains in Tweet in G8:
[9] naukas.com
[9] nature.com
[2] coursesource.org
[2] ciberer.es
[1] iunits.es
[1] cbiolegs.cat
[1] twitter.com
[1] bit.ly
[1] sebbmbarcelona2021.es
[1] csic.es

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

Top Domains in Tweet in G10:
[65] gigazine.net
[24] twitter.com
[6] tocana.jp
[5] note.com
[3] ac.jp
[1] co.jp
[1] wired.jp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1099] crispr
[75] geneediting
[61] biotech
[55] covid19
[54] biotechnology
[49] arnm
[42] science
[32] agriculture
[31] genomeediting
[31] corn



Top Hashtags in Tweet in G1:
[145] crispr
[31] biotechnology
[31] corn
[24] gmo
[23] agribusiness
[23] nongmo
[21] soybeans
[20] agriculture
[18] foodlabeling
[18] foodlabels

Top Hashtags in Tweet in G3:
[113] crispr
[15] genomeediting
[14] biotech
[12] biotechnology
[12] sicklecell
[11] genetics
[9] geneediting
[9] sarscov2
[9] scicomm
[9] cloning

Top Hashtags in Tweet in G4:
[8] crispr
[2] synbio
[1] cardiomyocyte
[1] epigenetic
[1] hsc
[1] cryoem
[1] conflict
[1] interest

Top Hashtags in Tweet in G5:
[32] crispr
[10] rnai
[3] crisprbydesign
[3] biotech
[2] genomics
[2] molecularengineering
[2] geneediting
[2] graphitebio
[2] preclinical
[2] ipo

Top Hashtags in Tweet in G7:
[25] crispr
[6] zerohunger
[6] jvirology
[4] gmfood
[4] genomeediting
[4] geneediting
[4] cropbreeding
[4] engineering
[4] trees
[4] plantbio21

Top Hashtags in Tweet in G8:
[69] crispr
[20] gen_ética
[19] cryoem
[13] cas12j3
[9] mps2021
[9] sanfilippo
[8] cardiomyocyte
[7] pluripotency
[7] epigenetic
[5] covid19

Top Hashtags in Tweet in G9:
[1] plandemiyekarşıtekses

Top Hashtags in Tweet in G10:
[6] ゲノム編集
[6] crispr
[6] 臨床試験

Top Words
Top Words in Tweet in Entire Graph:
[5192] crispr
[1320] mrna
[1137] น
[1099] #crispr
[1021] gene
[998] editing
[581] cas9
[562] ต
[552] นธ
[552] กรรม

Top Words in Tweet in G1:
[809] crispr
[146] gene
[145] #crispr
[139] human
[131] cells
[129] editing
[103] cas9
[97] coronavirus
[71] first
[67] therapy

Top Words in Tweet in G2:
[1100] mrna
[1100] น
[550] psa
[550] ไม
[550] ได
[550] ปร
[550] บเปล
[550] ยนพ
[550] นธ
[550] กรรม

Top Words in Tweet in G3:
[233] crispr
[113] #crispr
[78] editing
[57] genome
[51] naturebiotech
[49] gene
[46] first
[46] clinical
[42] cas9
[40] therapies

Top Words in Tweet in G4:
[201] lab
[200] great
[199] work
[198] please
[198] opportunity
[198] including
[197] shi
[197] seeking
[197] bioinformatics
[197] postdoc

Top Words in Tweet in G5:
[164] crispr
[45] crbu
[42] natharooni
[34] editing
[34] biotech2k1
[33] companies
[32] #crispr
[31] gene
[26] company
[25] ntla

Top Words in Tweet in G6:
[3] ladyoftheocean1
[2] 1quetzalcoatl1
[2] mathmomma24
[2] vincegottalotta
[2] archluminous
[2] 2tall2fall4it
[2] flattielover
[2] jetson77
[2] crispr
[2] manipulating

Top Words in Tweet in G7:
[150] crispr
[43] gene
[36] editing
[35] published
[27] agbioworld
[27] system
[25] full
[25] #crispr
[24] based
[22] study

Top Words in Tweet in G8:
[75] lluismontoliu
[69] #crispr
[36] mañana
[29] crispr
[28] structure
[27] naukas_com
[27] os
[27] 43congresosebbm
[26] nuevo
[23] work

Top Words in Tweet in G9:
[243] için
[131] insan
[130] crispr
[129] gen
[128] ölümsüz
[128] 2v
[128] formu
[127] teknolojisi
[127] transhümanizm
[125] salgın

Top Words in Tweet in G10:
[96] mitnak5
[65] はい
[65] 来ましたねcrispr検査
[38] fxi9ttsrgrl5hnx
[38] 米はpcrやめてcrisprに乗り換えるそうですmitnakさんツイートお借りします
[37] hopemon28gou
[23] crispr検査の論文
[23] 大橋教授に間接的に伝わりました
[23] 簡潔に一言お返事
[23] pcrと同様の問題があり

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[625] gene,editing
[552] นธ,กรรม
[551] น,crispr
[550] psa,mrna
[550] mrna,ไม
[550] ไม,ได
[550] ได,ปร
[550] ปร,บเปล
[550] บเปล,ยนพ
[550] ยนพ,นธ

Top Word Pairs in Tweet in G1:
[105] human,cells
[91] crispr,cas9
[84] gene,editing
[57] transmission,human
[55] coronavirus,transmission
[54] crispr,halts
[54] halts,coronavirus
[42] crispr,gene
[34] crispr,stops
[33] albino,opossum

Top Word Pairs in Tweet in G2:
[550] psa,mrna
[550] mrna,ไม
[550] ไม,ได
[550] ได,ปร
[550] ปร,บเปล
[550] บเปล,ยนพ
[550] ยนพ,นธ
[550] นธ,กรรม
[550] กรรม,น
[550] น,นม

Top Word Pairs in Tweet in G3:
[46] genome,editing
[41] crispr,cas9
[29] crispr,therapies
[29] therapies,march
[29] march,clinic
[29] clinic,genotoxicity
[29] genotoxicity,concerns
[29] concerns,linger
[29] linger,cormac_sheridan
[28] naturebiotech,crispr

Top Word Pairs in Tweet in G4:
[197] please,shi
[197] shi,lab
[197] lab,seeking
[197] seeking,bioinformatics
[197] bioinformatics,postdoc
[197] postdoc,staff
[197] staff,great
[197] great,opportunity
[197] opportunity,work
[197] work,exciting

Top Word Pairs in Tweet in G5:
[18] gene,editing
[16] crispr,companies
[12] crispr,cas9
[12] caribou,biosciences
[10] cell,therapy
[10] crispr,biotech
[9] biotech,caribou
[9] biosciences,ipo
[9] ipo,reels
[9] reels,304m

Top Word Pairs in Tweet in G7:
[24] crispr,based
[21] gene,editing
[21] crispr,covid
[21] covid,slayer
[21] slayer,newly
[21] newly,published
[21] published,study
[21] study,australian
[21] australian,scientists
[21] scientists,demonstrate

Top Word Pairs in Tweet in G8:
[20] mañana,publicaré
[20] publicaré,nuevo
[20] nuevo,artículo
[20] artículo,blog
[20] blog,#gen_ética
[20] #gen_ética,naukas_com
[20] naukas_com,os
[20] os,contaré
[20] contaré,nueva
[20] nueva,aplicación

Top Word Pairs in Tweet in G9:
[128] crispr,gen
[128] insan,2v
[128] 2v,formu
[127] gen,teknolojisi
[127] teknolojisi,transhümanizm
[127] transhümanizm,ölümsüz
[122] virüs,için
[122] ölümsüz,insan
[121] ajılamanın,salgın
[121] salgın,virüs

Top Word Pairs in Tweet in G10:
[65] はい,来ましたねcrispr検査
[64] mitnak5,はい
[38] fxi9ttsrgrl5hnx,米はpcrやめてcrisprに乗り換えるそうですmitnakさんツイートお借りします
[37] hopemon28gou,fxi9ttsrgrl5hnx
[23] crispr検査の論文,大橋教授に間接的に伝わりました
[23] 大橋教授に間接的に伝わりました,簡潔に一言お返事
[23] 簡潔に一言お返事,pcrと同様の問題があり
[23] pcrと同様の問題があり,遺伝子検査と臨床検査の違いが分からん人を騙す検査になりかねない
[22] mitnak5,crispr検査の論文
[6] mrna,の注射1本で遺伝子治療が完了する時代まもなく到来へ

Top Replied-To
Top Replied-To in Entire Graph:
@natharooni
@biotech2k1
@dainserk
@crispr_art
@toby_crooks
@themotleyfool
@mega_pindang71
@hassanaesthetic
@trispretty
@stp48315

Top Replied-To in G3:
@genbio
@intelliatweets
@mklugmann
@urnovfyodor
@nythealth
@nevillesanjana
@sciam
@mirmudasir042

Top Replied-To in G4:
@cshlmeetings
@zierlab

Top Replied-To in G5:
@natharooni
@biotech2k1
@toby_crooks
@themotleyfool
@hassanaesthetic
@suma987
@cryptowhale
@crsp_investor
@crisprtalk
@stocksnscotch

Top Replied-To in G6:
@schmevil
@instinctnaturel
@markbatin

Top Replied-To in G7:
@agbioworld
@nature

Top Replied-To in G9:
@adilipak
@denizulke
@o_dilek74
@5gvirusnewss
@mehmettansely

Top Replied-To in G10:
@fxi9ttsrgrl5hnx

Top Mentioned
Top Mentioned in Entire Graph:
@wasonliw
@junwei_s
@leblebikirik
@mitnak5
@drpetermoloney
@banfieldjill
@livescience
@lluismontoliu
@cri_utsw
@utswnews

Top Mentioned in G1:
@promegauk
@biophotonicat
@cmencke
@stigmabase
@lee_cimino
@stacfaste
@mundelasalud
@wscsummit
@cultiviza

Top Mentioned in G2:
@wasonliw

Top Mentioned in G3:
@naturebiotech
@igisci
@cormac_sheridan
@genbio
@nevillesanjana
@urnovfyodor
@annualreviews
@ucberkeley
@nythealth
@cbarbermd

Top Mentioned in G4:
@junwei_s
@patriciapossik
@cshlmeetings
@eirinipapapetr1
@bensonhillinc
@sherwoodlab
@harvardmed
@david_j_adams
@nandemokaizen
@tischcancer

Top Mentioned in G5:
@natharooni
@biotech2k1
@cariboubio
@stocksnscotch
@anthonyohayon
@elonmusk
@bioboyscout
@marcjacksonla
@yaireinhorn
@leonymerks

Top Mentioned in G6:
@ladyoftheocean1
@1quetzalcoatl1
@mathmomma24
@vincegottalotta
@archluminous
@2tall2fall4it
@flattielover
@jetson77
@brian_alford
@jencages

Top Mentioned in G7:
@agbioworld
@shakeelpbg
@geneticliteracy
@jagfoodchem
@plantae_org
@natureplants
@terapieavanzate
@cabbibio
@jvirology
@argenbiooficial

Top Mentioned in G8:
@lluismontoliu
@naukas_com
@43congresosebbm
@sebbm_es
@naturecomms
@arturocarabias
@nandemokaizen
@g1_guillermo
@itziardelecuona
@erroresinnatos

Top Mentioned in G9:
@leblebikirik
@5gvirusnewss

Top Mentioned in G10:
@mitnak5
@hopemon28gou
@fxi9ttsrgrl5hnx
@dailytocana
@wired_jp

Top Tweeters
Top Tweeters in Entire Graph:
@infoitinterno
@sectest9
@threadreaderapp
@zyiteblog
@chidambara09
@zyitegadgets
@freiewelteu
@gambiste1
@robre62
@femtech_

Top Tweeters in G1:
@infoitinterno
@freiewelteu
@notivagos
@coopmike48
@schestowitz
@stigmabase
@newsfilterio
@rvp
@gomaam
@dataaugmented

Top Tweeters in G2:
@imbakyjh
@mmeiying__
@woshixiaozhu94
@wwaannii21
@iam_chocom
@mycottonball
@iinsclbr_
@_soderff1
@beau_nmn
@jarnje

Top Tweeters in G3:
@sufiboy
@cnet
@dirac7
@deepgreendesign
@caracola7mares
@iamhamesh
@tnnthailand
@starcolombo
@norionakatsuji
@drnaziafayaz2

Top Tweeters in G4:
@akuabafame
@paintedwolf_
@willdesireemoyo
@punuckish
@zainab__tiamiyu
@yes_thattoo
@official20tiger
@ankitsingla1990
@mwangishaban
@samatha_mathew

Top Tweeters in G5:
@gambiste1
@pyscalellc
@fortivus
@mhrob
@srqstockpicker
@yuzhu4
@ans666888
@biotech2050
@abledoc
@sports_bios

Top Tweeters in G6:
@rickysi16087724
@thereseosulliv2
@ladyoftheocean1
@instinctnaturel
@vincegottalotta
@politicspot
@medwoman1
@jencages
@screamngeagle
@klee34036780

Top Tweeters in G7:
@cipherequality
@business
@eloycam2012
@susanadeleonmd
@smh
@thestarkenya
@prometheusgreen
@milowh007
@enlamiraradio
@neurosocialself

Top Tweeters in G8:
@411emilio
@kaluapiscis
@emulenews
@pepxabiagen
@chabis_ch
@noinvisibles
@victormoral
@nicksnames
@fjavierd
@lluismontoliu

Top Tweeters in G9:
@istiklalim1919
@eytcan34
@adilipak
@yaseminalper18
@hsan32377440
@okcuhano
@atakizi1919
@busrshn05
@denizulke
@shensava

Top Tweeters in G10:
@ponyoponyossyi
@yasuharusaitoh
@masasan04270
@chiaking
@bell_boyd
@canonfist
@taruzuke
@mj4gvtovpja95
@myuurhia_666
@gemini_stop


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