CRISPR, Twitter, 8/3/2021 8:21:39 PM, 259508


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CRISPR_2021-08-03_03-48-55.xlsx
CRISPR_2021-08-03_03-48-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 03, 2021
Short Description:
CRISPR via NodeXL https://bit.ly/3ltFr0s
@agentsaffron
@vectorgen
@youtube
@anthonyohayon
@crgun
@goknurginer
@fullnam35087976
@crisprjournal
@crispr_news
@natharooni

Top hashtags:
#crispr
#geneediting
#humannaturefilm
#biotech
#gmo
#alzheimer
#dhpsp
#biotechnology

Description:
Description
The graph represents a network of 8,036 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, 03 August 2021 at 11:10 UTC.

The requested start date was Tuesday, 03 August 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 8-day, 3-hour, 49-minute period from Sunday, 25 July 2021 at 20:08 UTC to Monday, 02 August 2021 at 23:58 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 : 8036
Unique Edges : 4802
Edges With Duplicates : 10232
Total Edges : 15034
Number of Edge Types : 5
Replies to : 1017
Mentions : 2122
Tweet : 1858
Retweet : 4405
MentionsInRetweet : 5632
Self-Loops : 1947
Reciprocated Vertex Pair Ratio : 0.0244613434727503
Reciprocated Edge Ratio : 0.0477545465792404
Connected Components : 1685
Single-Vertex Connected Components : 840
Maximum Vertices in a Connected Component : 3504
Maximum Edges in a Connected Component : 8625
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.255296
Graph Density : 0.00012518340770825
Modularity : 0.552679
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,036 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, 03 August 2021 at 11:10 UTC.

The requested start date was Tuesday, 03 August 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 8-day, 3-hour, 49-minute period from Sunday, 25 July 2021 at 20:08 UTC to Monday, 02 August 2021 at 23:58 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:
[101] https://origin.gigazine.net/news/20200417-crispr-cas12-based-detection-coronavirus-test/
[101] https://bigthink.com/technology-innovation/crispr-therapy-cures-genetic-disorder
[60] https://linkinghub.elsevier.com/retrieve/pii/S2090123221001351
[36] https://www.istanbulflash.com/yazarlar/prof-dr-ismail-hakki-aydin/zor-sorulara-cevaplar-insanligin-gelecegi-crispr-cas9-ve-covid-19/4397/
[35] https://twitter.com/You3_JP/status/1418748949054189572
[32] https://www.popsci.com/science/crispr-gene-editing-technology-future/
[32] https://www.technologyreview.jp/s/251618/an-albino-opossum-proves-crispr-works-for-marsupials-too/
[30] https://www.technologyreview.com/2021/07/21/1029891/albino-opossum-crispr-marsupials/?utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter&utm_medium=tr_social
[27] https://thestandard.co/crispr-and-laser-art-eliminate-hiv-from-mice/
[26] https://pubs.acs.org/doi/10.1021/acs.jafc.1c02653?cookieSet=1

Top URLs in Tweet in G1:
[58] https://bigthink.com/technology-innovation/crispr-therapy-cures-genetic-disorder
[21] https://www.popsci.com/science/crispr-gene-editing-technology-future/
[19] 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
[17] https://www.technologyreview.jp/s/251618/an-albino-opossum-proves-crispr-works-for-marsupials-too/
[13] https://time.com/6080127/crispr-mrna/
[10] https://uskudar.edu.tr/tr/crispr-cas9
[10] https://www.technologyreview.com/2021/07/21/1029891/albino-opossum-crispr-marsupials/?utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter&utm_medium=tr_social
[9] https://www.livescience.com/crispr-block-coronavirus-replication-treatment.html
[7] https://www.sciencemag.org/news/2021/07/crispr-creates-first-genetically-modified-marsupials
[7] https://www.independent.co.uk/news/science/japan-crispr-first-modified-marsupial-b1892456.html

Top URLs in Tweet in G2:
[1] https://www.aei.org/economics/some-of-the-most-important-innovations-are-already-here-but-they-arent-used-enough/

Top URLs in Tweet in G3:
[11] https://www.youtube.com/watch?v=fwloQFAwhPk&feature=youtu.be

[9] https://linkinghub.elsevier.com/retrieve/pii/S2090123221001351
[7] https://stemcellres.biomedcentral.com/articles/10.1186/s13287-021-02510-7
[6] https://www.who.int/publications-detail-redirect/9789240030381
[6] https://linkinghub.elsevier.com/retrieve/pii/S096098222100885X
[6] https://www.riken.jp/en/news_pubs/research_news/pr/2021/20210722_1/index.html
[5] https://www.genengnews.com/news/crispr-cas9-breaches-barrier-reveals-route-to-marsupial-models/
[4] https://www.genengnews.com/news/facemask-detects-sars-cov-2-using-crispr-based-sherlock-technology/
[4] https://twitter.com/DanRather/status/1420179164355723264
[4] https://www.businessinsider.com/biotech-gene-editing-crispr-intellia-beam-verve-inside-lab-2021-7

Top URLs in Tweet in G4:
[2] https://pubs.acs.org/doi/10.1021/acs.jafc.1c02653?cookieSet=1
[1] https://psu.wd1.myworkdayjobs.com/en-US/PSU_Academic/job/University-Park-Campus/Postdoctoral-Scholar_REQ_0000008956-1
[1] https://twitter.com/IGN/status/1420217698299043840
[1] https://onlinelibrary.wiley.com/doi/10.1002/agr.21717
[1] https://www.mdpi.com/2311-7524/7/7/193
[1] https://www.frontiersin.org/articles/10.3389/fpls.2021.620420/full
[1] https://onlinelibrary.wiley.com/doi/10.1111/pbi.13614
[1] https://link.springer.com/10.1007/s11627-021-10203-2
[1] https://twitter.com/EpiRen/status/1420309917219622912
[1] https://www.nature.com/naturecareers/job/postdoctoral-research-associate-university-of-edinburgh-743022

Top URLs in Tweet in G5:
[101] https://origin.gigazine.net/news/20200417-crispr-cas12-based-detection-coronavirus-test/
[35] https://twitter.com/You3_JP/status/1418748949054189572
[17] https://twitter.com/mitnak5/status/1418751344391819267
[5] https://note.com/mitnak1203/n/n294ec021c21f
[5] https://twitcasting.tv/iminnhantai/movie/693972015
[3] https://www.ims.u-tokyo.ac.jp/imsut/jp/about/press/page_00009.html
[2] https://www.youtube.com/watch?v=f1MAfzL3DOw&feature=youtu.be

[1] https://twitter.com/MitNak5/status/1418751344391819267
[1] https://news.allabout.co.jp/articles/p/000000043.000058530/
[1] https://www.technologyreview.jp/s/251618/an-albino-opossum-proves-crispr-works-for-marsupials-too/

Top URLs in Tweet in G6:
[24] https://www.istanbulflash.com/yazarlar/prof-dr-ismail-hakki-aydin/zor-sorulara-cevaplar-insanligin-gelecegi-crispr-cas9-ve-covid-19/4397/
[7] https://uskudar.edu.tr/tr/crispr-cas9
[2] https://www.livescience.com/crispr-block-coronavirus-replication-treatment.html
[2] https://twitter.com/TOLGA68567727/status/1420513489383313419?s=19
[2] https://www.dijitalekonomi.com.tr/crispr-tedavisi-ile-ilk-kez-genetik-hastalik-vucut-icerisinde-tedavi-edildi/
[2] https://mobile.twitter.com/informatiker4tj/status/1416665085834113024
[1] https://www.gidahatti.com/crispr-teknolojisi-hangi-sektorleri-degistirecek-160948/
[1] https://www.akademikakil.com/insanligin-gelecegi-crispr-cas9-ve-covid-19/ismailhakkiaydin/
[1] https://twitter.com/bircis/status/1380650584047501314?s=19
[1] https://www.yourgenome.org/facts/what-is-crispr-cas9

Top URLs in Tweet in G7:
[7] https://bigthink.com/technology-innovation/crispr-therapy-cures-genetic-disorder
[4] https://time.com/6080127/crispr-mrna/
[2] https://clemenssuter.com/
[1] https://time.com/6080127/crispr-mrna/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_medicine&linkId=126236045
[1] https://time.com/6080127/crispr-mrna/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_medicine&linkId=126199660

Top URLs in Tweet in G8:
[19] https://www.gmwatch.org/en/news/latest-news/19854
[7] https://gmwatch.org/en/news/latest-news/19429
[4] https://montoliu.naukas.com/2021/07/26/zarigueyas-editadas-y-albinas/
[2] https://www.geneticsandsociety.org/biopolitical-times/biden-administration-and-genetically-engineered-bioweapons-research
[2] https://usrtk.org/gmo/gene-editing-mishaps-highlight-need-for-fda-oversight/
[1] https://twitter.com/GMWatch/status/1371481157267771393
[1] https://www.npr.org/sections/goatsandsoda/2021/07/28/1020932493/how-an-altered-strand-of-dna-can-cause-malaria-spreading-mosquitoes-to-self-dest
[1] https://www.frontiersin.org/articles/10.3389/fmicb.2021.647183/full
[1] https://twitter.com/C_G_S/status/1250153507191025664
[1] https://www.agrobio.org/tomate-en-miniatura-editado-con-crispr-viajara-al-espacio/

Top URLs in Tweet in G9:
[1] https://podcasts.apple.com/us/podcast/covid-meets-crispr/id1526878803?i=1000490815048
[1] https://www.livescience.com/crispr-block-coronavirus-replication-treatment.html
[1] https://oigetit.com/breaking/11625061033
[1] https://www.pbs.org/wgbh/nova/video/how-crispr-works/
[1] https://www.pairagraph.com/dialogue/628339bfdf074c5cb48b334789e764bd

Top URLs in Tweet in G10:
[20] https://www.technologyreview.com/2021/07/21/1029891/albino-opossum-crispr-marsupials/?utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter&utm_medium=tr_social
[16] https://www.popsci.com/science/crispr-gene-editing-technology-future/?taid=610235dacb403700019044e7&utm_campaign=trueanthem_trending-content&utm_medium=social&utm_source=twitter
[15] https://www.popsci.com/science/crispr-gene-editing-technology-future/?taid=6101ef90afcfee00019ad928&utm_campaign=trueanthem_trending-content&utm_medium=social&utm_source=twitter
[12] https://www.popsci.com/science/crispr-gene-editing-technology-future/?taid=61027c2a2f91b5000116449d&utm_campaign=trueanthem_trending-content&utm_medium=social&utm_source=twitter
[9] https://www.popsci.com/science/crispr-gene-editing-technology-future/?taid=6101a935cb40370001904164&utm_campaign=trueanthem_trending-content&utm_medium=social&utm_source=twitter
[8] https://www.popsci.com/science/crispr-gene-editing-technology-future/?taid=6102c285de205c0001a662fd&utm_campaign=trueanthem_trending-content&utm_medium=social&utm_source=twitter
[3] https://www.popsci.com/science/crispr-gene-editing-technology-future/
[2] https://www.sciencemag.org/news/2021/07/crispr-creates-first-genetically-modified-marsupials?utm_campaign=NewsfromScience&utm_source=Social&utm_medium=Twitter
[1] https://twitter.com/TechAmazing/status/1422262892884340737

Top Domains
Top Domains in Tweet in Entire Graph:
[248] twitter.com
[108] bigthink.com
[105] gigazine.net
[103] youtube.com
[99] popsci.com
[81] nih.gov
[80] elsevier.com
[60] nature.com
[47] biorxiv.org
[45] sciencemag.org

Top Domains in Tweet in G1:
[63] twitter.com
[59] bigthink.com
[26] popsci.com
[24] youtube.com
[20] sciencemag.org
[19] technologyreview.jp
[19] amazon.com
[18] nih.gov
[18] time.com
[15] google.com

Top Domains in Tweet in G2:
[1] aei.org

Top Domains in Tweet in G3:
[46] youtube.com
[24] twitter.com
[18] nih.gov
[16] elsevier.com
[11] nature.com
[11] genengnews.com
[7] mammoth.bio
[7] biomedcentral.com
[7] riken.jp
[7] biorxiv.org

Top Domains in Tweet in G4:
[2] twitter.com
[2] wiley.com
[2] acs.org
[1] myworkdayjobs.com
[1] mdpi.com
[1] frontiersin.org
[1] springer.com
[1] nature.com

Top Domains in Tweet in G5:
[102] gigazine.net
[53] twitter.com
[5] note.com
[5] twitcasting.tv
[3] ac.jp
[2] youtube.com
[1] co.jp
[1] technologyreview.jp
[1] prtimes.jp

Top Domains in Tweet in G6:
[24] istanbulflash.com
[7] edu.tr
[6] twitter.com
[3] com.tr
[2] livescience.com
[1] gidahatti.com
[1] akademikakil.com
[1] yourgenome.org

Top Domains in Tweet in G7:
[7] bigthink.com
[6] time.com
[2] clemenssuter.com

Top Domains in Tweet in G8:
[26] gmwatch.org
[6] naukas.com
[3] twitter.com
[3] usrtk.org
[2] geneticsandsociety.org
[2] fundacion-antama.org
[2] chilebio.cl
[1] npr.org
[1] frontiersin.org
[1] agrobio.org

Top Domains in Tweet in G9:
[1] apple.com
[1] livescience.com
[1] oigetit.com
[1] pbs.org
[1] pairagraph.com

Top Domains in Tweet in G10:
[63] popsci.com
[20] technologyreview.com
[2] sciencemag.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1044] crispr
[108] geneediting
[100] humannaturefilm
[59] biotech
[53] gmo
[50] alzheimer
[45] dhpsp
[39] biotechnology
[36] dna
[35] agriculture



Top Hashtags in Tweet in G1:
[128] crispr
[23] biotech
[22] biotechnology
[22] corn
[19] agribusiness
[19] gmo
[19] nongmo
[18] geneediting
[17] agriculture
[17] foodlabeling

Top Hashtags in Tweet in G2:
[1] jokers
[1] reservationfreeindia
[1] reservations

Top Hashtags in Tweet in G3:
[222] crispr
[37] geneediting
[15] biotech
[15] genetics
[14] biotechnology
[14] dna
[12] genomeediting
[10] hiring
[7] sarscov2
[7] covid19

Top Hashtags in Tweet in G4:
[20] crispr
[10] sustainable
[10] rice
[10] farmers
[9] italy
[9] banana
[9] africa
[8] breeding
[4] gmo
[4] yields

Top Hashtags in Tweet in G5:
[5] 沢村直樹

Top Hashtags in Tweet in G6:
[1] salgınıaşılılaryayıyor

Top Hashtags in Tweet in G7:
[1] apocalypse
[1] dystopic
[1] endofworld
[1] reading
[1] painting
[1] writing
[1] art
[1] photoart
[1] photo
[1] ebook

Top Hashtags in Tweet in G8:
[49] crispr
[26] gmo
[16] gen_ética
[11] precipita
[11] eerr
[8] newgmo
[7] newgm
[6] felizlunes
[6] tomate
[5] mps2021

Top Hashtags in Tweet in G9:
[88] humannaturefilm
[22] crispr
[2] breaking
[1] dna

Top Hashtags in Tweet in G10:
[14] ecsu
[14] hbcu
[10] crispr
[1] blackbotanistsweek2021
[1] blackbotanistsatwork

Top Words
Top Words in Tweet in Entire Graph:
[4961] crispr
[1044] #crispr
[950] gene
[833] editing
[812] ai
[785] engineering
[759] machine
[757] learning
[756] higher
[752] quantum

Top Words in Tweet in G1:
[744] crispr
[166] gene
[148] editing
[128] #crispr
[112] cas9
[87] first
[79] therapy
[74] genetic
[67] technology
[65] body

Top Words in Tweet in G2:
[745] crispr
[741] machine
[741] learning
[738] ai
[738] quantum
[737] higher
[737] edu
[736] chinese
[736] hsr
[736] supercomputers

Top Words in Tweet in G3:
[431] crispr
[222] #crispr
[115] في
[108] من
[95] editing
[82] gene
[81] binmohammed07
[80] more
[78] cas9
[65] tech

Top Words in Tweet in G4:
[339] crispr
[334] hiring
[334] postdocs
[334] virologists
[334] molecular
[334] biologists
[334] population
[334] genetics
[334] bioinformatics
[334] mosquito

Top Words in Tweet in G5:
[159] mitnak5
[96] はい
[96] 来ましたねcrispr検査
[56] crispr検査の論文
[56] 大橋教授に間接的に伝わりました
[56] 簡潔に一言お返事
[56] pcrと同様の問題があり
[56] 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
[54] fxi9ttsrgrl5hnx
[54] 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

Top Words in Tweet in G6:
[126] abdullahciftcib
[114] adım
[106] crispr
[73] yeni
[60] için
[60] tedavi
[58] asıl
[57] yakında
[57] corona
[57] yöntemleri

Top Words in Tweet in G7:
[235] vaccines
[120] time
[117] mrna
[117] covid
[117] 19
[116] tremendous
[116] efficacy
[116] based
[116] generated
[116] plenty

Top Words in Tweet in G8:
[49] #crispr
[45] lluismontoliu
[34] gmwatch
[30] crispr
[28] naukas_com
[26] #gmo
[26] nuevo
[25] malaria
[22] mosquitoes
[20] naturally

Top Words in Tweet in G9:
[91] more
[89] danrather
[89] helped
[88] proud
[88] #humannaturefilm
[88] incredible
[88] team
[88] put
[88] together
[88] especially

Top Words in Tweet in G10:
[74] crispr
[63] disease
[62] one
[60] breaks
[60] ground
[60] shot
[60] treatment
[60] rare
[58] popsci
[42] gene

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[749] machine,learning
[742] higher,edu
[740] ai,machine
[740] learning,hsr
[740] crispr,supercomputers
[740] supercomputers,quantum
[739] engineering,crispr
[738] quantum,computing
[737] chinese,higher
[737] hsr,engineering

Top Word Pairs in Tweet in G1:
[99] crispr,cas9
[93] gene,editing
[49] genetic,disorder
[48] crispr,therapy
[47] first,genetic
[47] inside,body
[46] therapy,cures
[46] cures,first
[46] disorder,inside
[42] crispr,therapeutics

Top Word Pairs in Tweet in G2:
[741] machine,learning
[737] higher,edu
[736] ai,machine
[736] learning,hsr
[736] crispr,supercomputers
[736] supercomputers,quantum
[733] hsr,engineering
[733] engineering,crispr
[732] chinese,higher
[732] edu,ai

Top Word Pairs in Tweet in G3:
[61] crispr,cas9
[53] gene,editing
[46] crispr,breakthrough
[45] tech,crackdown
[44] e42,china's
[39] من,خلال
[36] نظام,#crispr
[31] carbon,markets
[30] china's,massive
[30] massive,tech

Top Word Pairs in Tweet in G4:
[334] hiring,postdocs
[334] postdocs,virologists
[334] virologists,molecular
[334] molecular,biologists
[334] biologists,crispr
[334] crispr,population
[334] population,genetics
[334] genetics,bioinformatics
[334] bioinformatics,mosquito
[334] mosquito,experience

Top Word Pairs in Tweet in G5:
[96] はい,来ましたねcrispr検査
[95] mitnak5,はい
[56] crispr検査の論文,大橋教授に間接的に伝わりました
[56] 大橋教授に間接的に伝わりました,簡潔に一言お返事
[56] 簡潔に一言お返事,pcrと同様の問題があり
[56] 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
[55] mitnak5,crispr検査の論文
[54] 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
[53] hopemon28gou,fxi9ttsrgrl5hnx
[10] 生命の再定義,などとありますけど

Top Word Pairs in Tweet in G6:
[57] yakında,corona
[57] corona,için
[57] için,yeni
[57] yeni,tedavi
[57] tedavi,yöntemleri
[57] yöntemleri,sunacaklar
[57] sunacaklar,asıl
[57] asıl,hedeflerine
[57] hedeflerine,adım
[57] adım,adım

Top Word Pairs in Tweet in G7:
[117] covid,19
[117] 19,vaccines
[116] tremendous,efficacy
[116] efficacy,mrna
[116] mrna,based
[116] based,covid
[116] vaccines,generated
[116] generated,plenty
[116] plenty,excitement
[116] excitement,potential

Top Word Pairs in Tweet in G8:
[19] breakthrough,non
[19] non,#gmo
[19] #gmo,malaria
[19] malaria,control
[19] control,infecting
[19] infecting,mosquitoes
[19] mosquitoes,naturally
[19] naturally,occurring
[19] occurring,biocontrol
[18] gmwatch,breakthrough

Top Word Pairs in Tweet in G9:
[88] more,proud
[88] proud,#humannaturefilm
[88] #humannaturefilm,incredible
[88] incredible,team
[88] team,helped
[88] helped,put
[88] put,together
[88] together,especially
[88] especially,longtime
[87] danrather,more

Top Word Pairs in Tweet in G10:
[60] crispr,breaks
[60] breaks,ground
[60] ground,one
[60] one,shot
[60] shot,treatment
[60] treatment,rare
[60] rare,disease
[55] popsci,crispr
[42] gene,editing
[31] complex,reproduction

Top Replied-To
Top Replied-To in Entire Graph:
@abdullahciftcib
@natharooni
@biotech2k1
@guy_leblanc
@johnfstemmedy
@kmfle
@anthonyohayon
@shellyfan
@cobrabitcoin
@thekanehb

Top Replied-To in G2:
@narendramodi
@candidshweta
@25katoch
@agentsaffron

Top Replied-To in G3:
@natharooni
@biotech2k1
@anthonyohayon
@theallinpod
@max_damore
@cryptowhale
@suma987
@toby_crooks
@davidni92
@beeks1738

Top Replied-To in G5:
@fxi9ttsrgrl5hnx
@mooncave3

Top Replied-To in G6:
@abdullahciftcib
@adilipak
@karahandemrkir1
@evrgnevrgn
@profsfindik
@ayegl47068327
@ugurboz41
@turkishindy
@ruyaatlasi
@avtandily16

Top Replied-To in G7:
@time
@drjack84768529

Top Replied-To in G8:
@dangerouslytal
@odedrechavi
@osunaluquej
@gmwatch
@david_humor
@obi_uan_kenobi
@abrahamcriado
@matthewcobb
@igzabier
@horowitz_b

Top Replied-To in G9:
@danrather
@martinheinrich

Top Replied-To in G10:
@newsfromscience
@whatif_kid

Top Mentioned
Top Mentioned in Entire Graph:
@agentsaffron
@vectorgen
@mitnak5
@time
@danrather
@abdullahciftcib
@binmohammed07
@birloque
@devkota_hp
@popsci

Top Mentioned in G1:
@tunamanj
@elwalvador
@samuelstancl
@nextedgecapital
@georgie91
@astraleyes7
@helpbiotech
@rogue_martin
@cmencke
@fleonard_david

Top Mentioned in G2:
@agentsaffron
@jimpethokoukis
@whirlybirdguy
@yogeshprem
@narendramodi
@bjp4india
@nikhilmoholkar
@guru_gauravendr
@candidshweta
@balaleela

Top Mentioned in G3:
@binmohammed07
@theallinpod
@biotech2k1
@youtube
@doudna_lab
@andrewe_dunn
@friedberg
@anthonyohayon
@genbio
@natharooni

Top Mentioned in G4:
@vectorgen
@ajstein_de
@mem_somerville
@jo_c_young
@gmoinfo_de
@zbseyed
@marjaanasuorsa
@aylhainen
@sbsated

Top Mentioned in G5:
@mitnak5
@hopemon28gou
@fxi9ttsrgrl5hnx
@yasuhikosun
@iminnhantai
@tostadas_md_phd
@shi000ma
@youtube

Top Mentioned in G6:
@abdullahciftcib
@mrymdilara
@tolga68567727
@bircis
@fikriturkel
@informatiker4tj
@umay571
@ugurboz41
@ugurca77
@ahmetrifatalbuz

Top Mentioned in G7:
@time
@googlenews
@royalfreenhs
@two_journeys
@dim3e
@nova_is_back

Top Mentioned in G8:
@lluismontoliu
@gmwatch
@naukas_com
@fecyt_ciencia
@noinvisibles
@riken_jp
@fundacionantama
@etilmercurio1
@antonioregalado
@etilmercurio

Top Mentioned in G9:
@danrather
@novapbs
@livesci
@pairagraph
@hankgr
@antonioregalado
@applepodcasts
@livescience
@nature
@oigetitbreaking

Top Mentioned in G10:
@popsci
@techreview
@revealplant
@newsfromscience
@rebeccasohn2
@natbme
@cedricfeschotte
@novapbs
@mcg_impactinv
@agentsaffron

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@gambiste1
@jacekwierzbicki
@languillem
@innovativehindu
@andyvermaut
@femtech_
@independent
@crweworld
@_redfrog

Top Tweeters in G1:
@jacekwierzbicki
@andyvermaut
@crweworld
@coopmike48
@marketcurrents
@newsfilterio
@stigmabase
@alphia
@yasu_yasuno_sa
@rvp

Top Tweeters in G2:
@innovativehindu
@madanabhat
@gurujeegayabh
@ml_tweet_bot
@arunsharma2304
@nayayoungindia
@rashtrwadidoc
@mamdhata
@kalisbrood
@abhijeetkum

Top Tweeters in G3:
@gambiste1
@femtech_
@rosenchild
@businessinsider
@beefent
@womencodersbot
@serverlessfan
@variety
@guts_ya
@hubbucket

Top Tweeters in G4:
@lizditz
@jfsebastian146
@net2ayurveda
@bonkers_bee
@epidatageek
@freshprincegiwa
@dccc_phd
@ombonbonbon
@mrbananatweets
@navinpokala

Top Tweeters in G5:
@mogura_ossan
@nanaironokibou
@yasuharusaitoh
@marucosann
@gingersoymilk
@terakoya3
@chiaking
@shi000ma
@canonfist
@_naru760

Top Tweeters in G6:
@sosyalmedyaci51
@turkishindy
@mekselenya
@asli_ozgurr
@makbule6134
@1453_ibrahimm
@eytcan34
@ozkanmehmet141
@mehmet__esat12
@mustoztrk

Top Tweeters in G7:
@ami_tvdfan
@mariacabadas
@mjgarciakcmo
@lorettabower3
@time
@alanjmitchell_
@kenm77
@donaldverger
@macterrell
@elevenslay

Top Tweeters in G8:
@_redfrog
@caligirlleftie
@kimpy123
@kaluapiscis
@theroigner
@emulenews
@gogetemboy1969
@sitahyderabadi
@coronelaeddy
@alpha_malegroom

Top Tweeters in G9:
@givemepie360
@kimvie
@didifrench
@odoylecharlotte
@bengin1003
@squirrel_ma
@siadasha
@blink2xamerica
@jeffreadwrite
@leene50

Top Tweeters in G10:
@reneevoicebrand
@mark45dominic
@mikesimap
@jchrispires
@mediapython
@gravitino
@alstarkey
@yennygomes1984
@freiherrkvk
@bronx2216


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