CRISPR, Twitter, 3/7/2023 2:20:04 PM, 290533


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CRISPR_2023-03-07_06-00-01.xlsx
CRISPR_2023-03-07_06-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 07, 2023
Short Description:
CRISPR via NodeXL PERMANENTLY_REMOVED
@techreview
@incrementallog1
@nobelprize
@jacquelinesdun3
@vonrosenchild
@antonioregalado
@gmwatch
@eben_kirksey
@lluismontoliu
@annika1021

Top hashtags:
#crispr
#geneediting
#hgesummit
#biotech
#chemistry
#dna
#organoids
#kras

Description:
Description
The graph represents a network of 5,161 Twitter users whose recent tweets contained "CRISPR", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 14:09 UTC.

The tweets in the network were tweeted over the 1942-day, 14-hour, 27-minute period from Friday, 10 November 2017 at 10:32 UTC to Tuesday, 07 March 2023 at 00:59 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5161
Unique Edges : 6591
Edges With Duplicates : 26544
Total Edges : 33135
Number of Edge Types : 9
Retweet : 2653
MentionsInRetweet : 6670
Tweet : 1205
MentionsInQuote : 156
Replies to : 1577
MentionsInReplyTo : 17931
Quote : 186
MentionsInQuoteReply : 2016
Mentions : 741
Self-Loops : 2039
Reciprocated Vertex Pair Ratio : 0.0388916876574307
Reciprocated Edge Ratio : 0.0748714964600912
Connected Components : 1010
Single-Vertex Connected Components : 486
Maximum Vertices in a Connected Component : 2111
Maximum Edges in a Connected Component : 27341
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.667472
Graph Density : 0.00038718384304466
Modularity : 0.289354
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,161 Twitter users whose recent tweets contained "CRISPR", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 14:09 UTC.

The tweets in the network were tweeted over the 1942-day, 14-hour, 27-minute period from Friday, 10 November 2017 at 10:32 UTC to Tuesday, 07 March 2023 at 00:59 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[1084] https://twitter.com/monmon_bio/status/1631593967132508161/photo/1
[142] https://www.technologyreview.com/2023/02/02/1067679/crispr-crops-pests?utm_source=Twitter&utm_campaign=site_visitor.unpaid.engagement&utm_medium=tr_social
[64] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-023-00625-w
[33] https://www.nature.com/articles/d41586-023-00625-w?error=cookies_not_supported&code=6a2d954a-700b-46a4-829d-27cf7f5839dc&utm_medium=Social&utm_campaign=nature&utm_source=Twitter#Echobox=1677778733-1
[31] https://www.statnews.com/2023/03/01/gene-editing-tools-next-generation-crispr-biotechs-battle/
[20] https://research-er.jp/articles/view/119826
[20] https://www.nytimes.com/2023/03/04/opinion/gene-editing-crispr-fertility-medicine.html
[19] https://rumble.com/v2abjei-the-darpa-pandemic-assassination-program-darpa-crispr.html
[16] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41589-023-01278-6
[15] https://www.statnews.com/2023/03/03/ahead-of-genome-summit-in-london-questions-linger-about-crispr-baby-scandal/

Top URLs in Tweet in G1:
[35] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-023-00625-w
[13] https://news.ycombinator.com/item?id=35021475
[11] https://rumble.com/v2abjei-the-darpa-pandemic-assassination-program-darpa-crispr.html
[9] https://www.nytimes.com/2023/03/04/opinion/gene-editing-crispr-fertility-medicine.html
[7] https://www.cbc.ca/news/canada/windsor/wine-future-hybrids-crispr-1.6766089
[6] https://www.statnews.com/2023/03/01/gene-editing-tools-next-generation-crispr-biotechs-battle/
[6] https://www.investors.com/news/technology/ntla-stock-surges-on-a-first-ever-in-crispr-gene-editing/
[5] https://www.nytimes.com/2023/03/04/opinion/gene-editing-crispr-fertility-medicine.html?smid=tw-share
[4] https://twitter.com/wayne_effect/status/1632032346869231623/photo/1
[4] https://twitter.com/wayne_effect/status/1630948689094082561/photo/1

Top URLs in Tweet in G2:
[30] https://www.nature.com/articles/d41586-023-00625-w?error=cookies_not_supported&code=6a2d954a-700b-46a4-829d-27cf7f5839dc&utm_medium=Social&utm_campaign=nature&utm_source=Twitter#Echobox=1677778733-1
[21] https://www.statnews.com/2023/03/01/gene-editing-tools-next-generation-crispr-biotechs-battle/
[12] https://www.statnews.com/2023/03/03/ahead-of-genome-summit-in-london-questions-linger-about-crispr-baby-scandal/
[10] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-023-00625-w
[7] https://www.statnews.com/2023/03/01/gene-editing-tools-next-generation-crispr-biotechs-battle/?utm_campaign=twitter_organic&utm_medium=social&utm_source=twitter
[6] https://www.statnews.com/2018/12/17/cri
[5] https://www.globenewswire.com/news-release/2023/03/02/2619120/0/en/Intellia-Therapeutics-Announces-FDA-Clearance-of-Investigational-New-Drug-IND-Application-for-NTLA-2002-an-In-Vivo-CRISPR-Based-Investigational-Therapy-for-the-Treatment-of-Heredit.html
[4] https://royalsociety.org/science-events-and-lectures/2023/03/2023-human-genome-editing-summit/
[4] https://twitter.com/LluisMontoliu/status/1632682400382631936/photo/1
[3] https://www.nytimes.com/2023/03/04/opinion/gene-editing-crispr-fertility-medicine.html

Top URLs in Tweet in G3:
[5] https://rwmalonemd.substack.com/p/sars-cov-wiv?sd=pf
[4] https://twitter.com/_jenniferlong/status/1632188903699406848/photo/1
[4] https://twitter.com/CRISPR_Cas69/status/1630180197868683266/photo/1
[3] https://twitter.com/_jenniferlong/status/1632174837870329857/photo/1
[3] https://mobile.twitter.com/RWMaloneMD/status/1631765847000612865
[2] https://newspunch.com/bill-gates-arrest-warrant-issued-in-philippines-for-premeditated-murder-linked-to-vaccine-roll-out/
[2] https://rumble.com/v2b6c2m-dr.-ar
[2] https://twitter.com/ECOWARRIORSS/status/1631383205910552591/photo/1
[2] https://twitter.com/sophiadahl1/status/1601375989509935104/video/1
[2] https://twitter.com/SuperBen78/status/1605960978205708293?t=7c_rLABvzHaee4M22fmQEg&s=19

Top URLs in Tweet in G4:
[16] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41589-023-01278-6
[9] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-023-00625-w
[6] https://www.cell.com/molecular-cell/fulltext/S1097-2765(23)00078-3?rss=yes&utm_source=dlvr.it&utm_medium=twitter
[4] https://www.selectscience.net/editorial-articles/collaboration-and-crispr-tools-move-scientists-closer-to-a-cure-for-sight-loss/?artID=58891#.ZAZfXXslPpI.twitter
[4] https://www.nanoappsmedical.com/crispr-for-the-masses-genetic-vaccines-are-in-our-very-near-future/
[4] https://twitter.com/Nanoappsm/status/1632702651598254082/photo/1
[4] https://www.google.com/url?sa=t&source=web&rct=j&url=https://cradpdf.drdc-rddc.gc.ca/PDFS/unc386/p814643_A1b.pdf&ved=2ahUKEwinirKDveP6AhVxlWoFHbfZBOgQFnoECBcQAQ&usg=AOvVaw2NZlXhQLrxRyDmI10Fyiab
[4] https://twitter.com/Synthego/status/1631007665903026176/photo/1
[4] https://twitter.com/NobelPrize/status/1632058593796030465
[3] https://www.biorxiv.org/cgi/content/short/2023.03.03.530964v1

Top URLs in Tweet in G5:
[1080] https://twitter.com/monmon_bio/status/1631593967132508161/photo/1
[5] https://twitter.com/monmon_bio/status/1631593967132508161
[1] https://www.biopharmadive.com/news/intellia-fda-crispr-in-vivo-gene-editing-ind/643999/

Top URLs in Tweet in G6:
[139] https://www.technologyreview.com/2023/02/02/1067679/crispr-crops-pests?utm_source=Twitter&utm_campaign=site_visitor.unpaid.engagement&utm_medium=tr_social
[11] https://www.technologyreview.com/2022/07/12/1055773/crispr-gene-editing-cholesterol/?utm_campaign=site_visitor.unpaid.engagement&utm_medium=tr_social&utm_source=Twitter
[3] https://www.the-scientist.com/news-opinion/crispr-gene-editing-prompts-chaos-in-dna-of-human-embryos-67668
[2] https://twitter.com/NatureDidIt/status/1631023772995026946/photo/1
[1] https://twitter.com/LesleyFly/status/1616315254773792770
[1] https://twitter.com/LesleyFly/status/1616315254773792770/photo/1
[1] https://twitter.com/WeaponizedNews/status/1632506346380877824/photo/1
[1] https://twitter.com/techreview/status/1621182717466484736
[1] https://twitter.com/i/web/status/1632445908334903298
[1] https://twitter.com/i/web/status/1632449066675187721

Top URLs in Tweet in G7:
[2] https://wifi-bread.com/nfts/cryptoblurs3d/
[2] https://twitter.com/i/lists/1632060626418778114
[2] https://linktr.ee/othersideworld
[2] https://twitter.com/nullinger_nft/status/1632384863805358081
[1] https://twitter.com/OthiersideMeta/status/1631569550595485696
[1] https://opensea.io/collection/cryptoblurs-3d
[1] https://twitter.com/crispr_art/status/1632553914498416640/photo/1
[1] https://twitter.com/crispr_art/status/1632561864877166593/photo/1
[1] https://twitter.com/Ordinalbtcloaks/status/1632808831506952193
[1] https://twitter.com/pnckswap/status/1631386250790707228

Top URLs in Tweet in G8:
[6] https://www.nytimes.com/2023/03/04/opinion/gene-editing-crispr-fertility-medicine.html?smid=nytcore-ios-share&referringSource=articleShare
[4] https://www.nytimes.com/2023/03/04/opinion/gene-editing-crispr-fertility-medicine.html
[4] https://www.washingtonpost.com/business/a-refreshing-gamble-on-crispr-delivery/2023/02/22/c1370d08-b2a5-11ed-94a0-512954d75716_story.html
[2] https://twitter.com/eben_kirksey/status/1632039127561453571
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-023-00625-w
[2] https://www.sciencedirect.com/science/article/pii/S2666517421000407
[1] https://ensser.org/publications/2023/ensser-position-statement-on-crispr-cas-gene-editing/
[1] https://twitter.com/GMWatch/status/1630955231994322945/photo/1
[1] https://us.macmillan.com/books/9781250265357
[1] https://twitter.com/antonioregalado/status/1631353688550694917

Top URLs in Tweet in G9:
[4] https://twitter.com/Joshua00095213/status/1632749388836528129/photo/1
[4] https://twitter.com/Joshua00095213/status/1630965908226048006/photo/1
[4] https://twitter.com/Joshua00095213/status/1630934649600917505/photo/1
[4] https://twitter.com/Joshua00095213/status/1631299182261673989/photo/1
[4] https://twitter.com/Joshua00095213/status/1632402891846610947/photo/1
[1] https://underlyingcrimes.com/excerpt-final-chapter
[1] https://underlyingcrimes.com/home-page
[1] https://www.amazon.com/stores/Joann-Mead/author/B007ZUI5OQ?ref=ap_rdr&store_ref=ap_rdr&isDramIntegrated=true&shoppingPortalEnabled=true
[1] https://twitter.com/JoannJMead/status/1418690715488591872/photo/1
[1] https://underlyingcrimes.com/joann-meads-blog/f/prescient-of-today-and-tomorrow

Top URLs in Tweet in G10:
[5] https://horizons.gc.ca/en/2020/02/20/from-crispr-to-prime-editor-the-evolution-of-gene-editing-abilities/
[4] https://horizons.gc.ca/en/2020/02/11/exploring-biodigital-convergence/
[1] https://twitter.com/i/web/status/1632077520546963459
[1] https://www.disclose.tv/
[1] https://www.disclose.tv/id/100088/
[1] https://horizons.gc.ca/en/2021/03/05/foresight-on-covid-19-possible-shifts-and-implications/
[1] https://horizons.gc.ca/en/2021/07/29/what-is-the-biodigital-convergence/
[1] https://horizons.gc.ca/en/2021/07/30/futures-week-2021-significant-disruptors-on-the-horizon/
[1] https://horizons.gc.ca/en/2021/06/28/four-areas-of-change-in-sense-making/
[1] https://www.nokia.com/thought-leadership/articles/digital-twin-of-the-human-immune-system/?did=D00000005044&gclid=Cj0KCQiA0oagBhDHARIsAI-BbgfGCyIc4YoRKRl3D7RRWZNRsIxkoT_ljPh1l_a2uthhQGAwu2a_790aAqNfEALw_wcB

Top Domains
Top Domains in Tweet in Entire Graph:
[2164] twitter.com
[180] technologyreview.com
[152] nature.com
[83] statnews.com
[63] nih.gov
[56] youtube.com
[49] nytimes.com
[43] biorxiv.org
[43] rumble.com
[27] google.com

Top Domains in Tweet in G1:
[118] twitter.com
[44] nature.com
[25] nytimes.com
[18] nih.gov
[18] biorxiv.org
[17] rumble.com
[16] statnews.com
[16] cbc.ca
[13] ycombinator.com
[13] technologyreview.com

Top Domains in Tweet in G2:
[108] twitter.com
[58] statnews.com
[44] nature.com
[15] nih.gov
[14] youtube.com
[6] royalsociety.org
[6] geneticliteracyproject.org
[6] globenewswire.com
[5] biorxiv.org
[4] nytimes.com

Top Domains in Tweet in G3:
[206] twitter.com
[13] rumble.com
[13] substack.com
[7] nih.gov
[4] google.com
[3] newspunch.com
[3] modpro.com
[3] youtube.com
[3] zeeemedia.com
[2] ampproject.org

Top Domains in Tweet in G4:
[37] twitter.com
[31] nature.com
[10] biorxiv.org
[6] paper.li
[6] cell.com
[5] nanoappsmedical.com
[4] selectscience.net
[4] google.com
[3] youtube.com
[3] genengnews.com

Top Domains in Tweet in G5:
[1085] twitter.com
[1] biopharmadive.com

Top Domains in Tweet in G6:
[150] technologyreview.com
[8] twitter.com
[3] the-scientist.com
[1] statnews.com
[1] thebodypro.com

Top Domains in Tweet in G7:
[25] twitter.com
[5] linktr.ee
[2] wifi-bread.com
[1] opensea.io
[1] subber.xyz
[1] coinmarketcap.com
[1] beacons.ai
[1] dextools.io

Top Domains in Tweet in G8:
[16] twitter.com
[13] nytimes.com
[7] washingtonpost.com
[6] trib.al
[2] nature.com
[2] sciencedirect.com
[2] npr.org
[2] weforum.org
[2] youtube.com
[1] ensser.org

Top Domains in Tweet in G9:
[36] twitter.com
[3] underlyingcrimes.com
[2] crisprmedicinenews.com
[2] co.uk
[2] youtube.com
[1] amazon.com
[1] substack.com
[1] trib.al
[1] rumble.com
[1] cnn.com

Top Domains in Tweet in G10:
[14] gc.ca
[4] twitter.com
[2] disclose.tv
[1] nokia.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[522] crispr
[60] geneediting
[50] hgesummit
[48] biotech
[38] chemistry
[30] dna
[25] organoids
[22] kras
[22] wnt
[22] genetics



Top Hashtags in Tweet in G1:
[46] crispr
[11] geneediting
[10] biotech
[8] stocks
[7] こうそフレンズ
[7] 酵素
[6] technology
[6] news
[5] genetics
[5] science

Top Hashtags in Tweet in G2:
[128] crispr
[45] hgesummit
[29] geneediting
[13] ind
[11] biotech
[8] realisticvirtualearthforcrispr
[7] genomics
[6] scd
[6] cell
[6] realisticvirtualearthforgenetics

Top Hashtags in Tweet in G3:
[16] freedom
[11] freedomconvoy
[10] farmersprotest
[7] boerenprotest
[5] nuremberg2
[4] covid19
[4] blocagedelafrance
[4] agenda2030
[3] worldeconomicforum
[2] who

Top Hashtags in Tweet in G4:
[49] crispr
[37] chemistry
[10] biorxiv
[7] archaea
[6] cellandgenetherapy
[5] womenshistorymonth
[5] geneediting
[4] nobelprize
[4] dna
[4] discoveryseries23

Top Hashtags in Tweet in G5:
[1] なんか見た

Top Hashtags in Tweet in G7:
[5] nft
[5] nfts
[5] nftcommunity
[5] polygonnft
[5] crypto
[5] blur
[4] freenft
[4] freenfts
[4] nftgiveaways
[4] nftgiveaway

Top Hashtags in Tweet in G8:
[33] crispr
[6] gm
[2] leptospira
[1] gmos
[1] openaccess
[1] mbio
[1] wsj
[1] climatechange
[1] ibiology
[1] microbiology

Top Hashtags in Tweet in G9:
[7] crispr
[3] wefpuppets
[3] vaccinegenocide
[3] cern
[3] blackrock
[2] epsteinclientlist
[2] chemtrails
[2] projectbluebeam
[2] mknaomi
[2] nwo

Top Hashtags in Tweet in G10:
[1] truanon

Top Words
Top Words in Tweet in Entire Graph:
[2670] crispr
[842] crispr_cas69
[781] editing
[771] gene
[769] caseyjohn885
[746] kaiserineuropa
[739] _jenniferlong
[714] cas9
[689] michaelpbreton
[665] benjami59264573

Top Words in Tweet in G1:
[452] crispr
[156] editing
[103] gene
[89] genome
[85] human
[67] cas9
[59] therapeutics
[52] babies
[49] scandal
[49] beyond

Top Words in Tweet in G2:
[290] crispr
[230] editing
[141] genome
[128] #crispr
[93] gene
[83] human
[73] ntla
[70] next
[65] babies
[59] lluismontoliu

Top Words in Tweet in G3:
[810] crispr_cas69
[769] caseyjohn885
[746] kaiserineuropa
[738] _jenniferlong
[689] michaelpbreton
[665] benjami59264573
[560] incrementallog1
[543] bpinckaers
[532] sophiadahl1
[491] cillafallis

Top Words in Tweet in G4:
[231] crispr
[171] doudna
[170] jennifer
[167] 2020
[166] nobelprize
[142] cas9
[130] chemistry
[128] revolutionary
[128] impact
[128] life

Top Words in Tweet in G5:
[282] crispr
[275] cas9
[271] rna
[271] monmon_bio
[270] 山中ファクター
[270] seq
[270] 近年高校生物の資料集に載り始めたトピックの一部を紹介します
[270] ランドスケープ
[270] エピジェネティック
[20] ntra

Top Words in Tweet in G6:
[272] techreview
[140] edited
[139] goodbye
[139] hello
[139] insects
[139] gene
[139] pesticides
[131] crispr
[115] look
[114] technologies

Top Words in Tweet in G7:
[29] crispr_art
[9] mint
[5] more
[5] #blur
[5] #nft
[5] #crypto
[5] promote
[5] #nftcommunity
[5] nft_advance01
[5] exposure

Top Words in Tweet in G8:
[58] crispr
[38] gene
[35] eben_kirksey
[35] gmwatch
[34] editing
[33] #crispr
[23] technology
[23] embryos
[23] nytopinion
[23] human

Top Words in Tweet in G9:
[45] crispr
[14] elonmusk
[14] gene
[11] more
[10] cas9
[10] editing
[10] joerogan
[10] bretweinstein
[9] r_h_ebright
[9] people

Top Words in Tweet in G10:
[47] barelybook
[31] crispr
[30] horizons
[28] know
[27] policy
[24] covid
[22] regarding
[17] common
[17] 3d
[17] printed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[670] crispr,cas9
[542] caseyjohn885,kaiserineuropa
[486] bpinckaers,cillafallis
[399] cramersez,gbn
[399] shabnampalesamo,returnofteresa
[398] kingston_truth,shabnampalesamo
[383] michaelpbreton,bpinckaers
[382] berniespofforth,maajidnawaz
[382] kimiversenshow,berniespofforth
[382] gregg_re,joe_warmington

Top Word Pairs in Tweet in G1:
[79] gene,editing
[64] genome,editing
[60] crispr,cas9
[52] human,genome
[48] babies,human
[47] beyond,crispr
[47] crispr,babies
[46] editing,moving
[44] moving,scandal
[32] crispr,therapeutics

Top Word Pairs in Tweet in G2:
[110] genome,editing
[73] gene,editing
[71] human,genome
[65] crispr,babies
[40] beyond,crispr
[39] editing,moving
[39] babies,human
[39] moving,scandal
[31] ntla,2002
[29] nature,beyond

Top Word Pairs in Tweet in G3:
[542] caseyjohn885,kaiserineuropa
[486] bpinckaers,cillafallis
[399] cramersez,gbn
[399] shabnampalesamo,returnofteresa
[398] kingston_truth,shabnampalesamo
[383] michaelpbreton,bpinckaers
[382] kimiversenshow,berniespofforth
[382] berniespofforth,maajidnawaz
[382] gregg_re,joe_warmington
[379] liz_churchill8,mikhailafuller

Top Word Pairs in Tweet in G4:
[169] jennifer,doudna
[136] crispr,cas9
[127] revolutionary,impact
[127] doudna,developed
[126] laureate,jennifer
[126] cas9,revolutionary
[126] life,sciences
[126] 2020,chemistry
[126] developed,crispr
[126] impact,life

Top Word Pairs in Tweet in G5:
[275] crispr,cas9
[270] cas9,rna
[270] seq,山中ファクター
[270] 山中ファクター,エピジェネティック
[270] エピジェネティック,ランドスケープ
[270] rna,seq
[270] 近年高校生物の資料集に載り始めたトピックの一部を紹介します,crispr
[269] monmon_bio,近年高校生物の資料集に載り始めたトピックの一部を紹介します
[10] 承認についてfdaと合意,初のin
[10] crisprは,verv

Top Word Pairs in Tweet in G6:
[139] hello,gene
[139] edited,insects
[139] gene,edited
[139] goodbye,pesticides
[139] pesticides,hello
[138] techreview,goodbye
[114] crispr,high
[114] ai,makes
[114] battery,recycling
[114] high,cholesterol

Top Word Pairs in Tweet in G7:
[5] more,exposure
[5] crispr_art,more
[5] #nft,#nfts
[5] promote,nft_advance01
[5] #nfts,#nftcommunity
[5] exposure,promote
[4] #nftcommunity,#polygonnft
[4] marssudo,rpavlivets
[4] vebramo,0xinternweb3
[4] zackaben,marssudo

Top Word Pairs in Tweet in G8:
[19] statement,gene
[19] #crispr,position
[19] position,statement
[19] scientists,social
[19] ensser,#crispr
[19] european,network
[19] environmental,responsibility
[19] network,scientists
[19] responsibility,ensser
[19] social,environmental

Top Word Pairs in Tweet in G9:
[10] crispr,cas9
[7] messenger,dna
[6] god,gene
[6] gene,editing
[5] darpa,pandemic
[5] assassination,program
[5] program,listen
[5] listen,evil
[5] pandemic,assassination
[5] talk,government

Top Word Pairs in Tweet in G10:
[27] policy,horizons
[17] printed,magnetic
[17] 3d,printed
[16] allegedly,policy
[16] covid,debacle
[16] convo,started
[16] started,regarding
[16] words,know
[16] common,words
[16] regarding,covid

Top Replied-To
Top Replied-To in Entire Graph:
@crispr_cas69
@_jenniferlong
@benjami59264573
@incrementallog1
@moronmeta
@superben78
@disclosureuap
@obieuriah
@sophiadahl1
@barbarasghost1

Top Replied-To in G1:
@mynameiscissy

Top Replied-To in G2:
@geneinvesting
@urnovfyodor
@crisprtalk
@rnaianalyst
@gray__capital
@zhaoweiasu
@wadhwa
@antonioregalado
@joeopinionated
@jns1954q

Top Replied-To in G3:
@crispr_cas69
@_jenniferlong
@benjami59264573
@incrementallog1
@moronmeta
@superben78
@disclosureuap
@obieuriah
@sophiadahl1
@barbarasghost1

Top Replied-To in G4:
@ucberkeley
@nobelprize
@berkeleylab
@mrwilliamarias

Top Replied-To in G5:
@drslump7802
@drmaccho

Top Replied-To in G6:
@techreview
@the_biologian
@weaponizednews
@b1gr1gbarb1e
@thepublicgets
@karandawala

Top Replied-To in G7:
@crispr_art
@skellymonkeys
@cutecatsc1ub

Top Replied-To in G8:
@rlenks
@italianmaster
@dwpostal
@studentsforlife
@hankgreelylsju
@rolandkausen
@berniespofforth
@drdadabhoy
@eben_kirksey
@nprscottsimon

Top Replied-To in G9:
@bretweinstein
@elonmusk
@r_h_ebright
@ericrweinstein
@serpentza
@crispr_cas69
@drjbhattacharya
@therealsteve613
@yodasraytracing
@scscourt

Top Replied-To in G10:
@barelybook
@mbou22909643
@tobornin
@wiseguy32639663
@lancenadeau3
@commandcreation
@timsippel2
@anthony_wooley
@6079xsmithxw
@policyhorizons

Top Mentioned
Top Mentioned in Entire Graph:
@caseyjohn885
@crispr_cas69
@kaiserineuropa
@michaelpbreton
@_jenniferlong
@benjami59264573
@bpinckaers
@sophiadahl1
@incrementallog1
@cillafallis

Top Mentioned in G1:
@musicandbuilds
@gfederlein
@denismaosa
@asdrubal1963
@asplundlee
@d_notices
@instcrimjust
@fikribirey
@juleff11juleff
@scitechmachine

Top Mentioned in G2:
@lluismontoliu
@intelliatx
@meganmolteni
@statnews
@nature
@adeangelis_bio
@drhelenoneill
@jasonmmast
@antonioregalado
@yaireinhorn

Top Mentioned in G3:
@caseyjohn885
@kaiserineuropa
@crispr_cas69
@michaelpbreton
@_jenniferlong
@benjami59264573
@bpinckaers
@sophiadahl1
@incrementallog1
@cillafallis

Top Mentioned in G4:
@nobelprize
@berkeleylab
@zenbrainest
@biorxivpreprint
@naturebiotech
@igisci
@genbio
@ugophna
@ucberkeley
@richshippy

Top Mentioned in G5:
@monmon_bio
@su_pharma
@gensogaku

Top Mentioned in G6:
@techreview
@housatoniclive
@as1001
@weaponizednews
@statnews
@dsmitheconomics
@covert2004
@b1gr1gbarb1e
@oikos_solutions
@karandawala

Top Mentioned in G7:
@crispr_art
@nft_advance01
@supergonzoverse
@m3taprinc3pm
@hapefluencer
@biglybigly2
@dom3nic
@vebramo
@0xinternweb3
@zackaben

Top Mentioned in G8:
@eben_kirksey
@gmwatch
@nytopinion
@npr
@washingtonpost
@nytimes
@wsj
@wsjopinion
@faceones1
@actbrigitte

Top Mentioned in G9:
@joerogan
@elonmusk
@crispr_cas69
@r_h_ebright
@xx17965797n
@davidasinclair
@aghuff
@thompsonklay
@foxnews
@kovachthinkfast

Top Mentioned in G10:
@barelybook
@pierrepoilievre
@29dubiousnow
@policyhorizons
@customkev
@acuitasa
@lancenadeau3
@tobornin
@byzantinefoods
@artharmonic

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@andyvermaut
@welt_eu
@cfinancialnews
@roblwilson
@serendipitysays
@jacekwierzbicki
@watchlistn
@newsfilterio
@derekjohnbryant

Top Tweeters in G1:
@americanbanking
@andyvermaut
@welt_eu
@cfinancialnews
@jacekwierzbicki
@watchlistn
@newsfilterio
@seekingalpha
@stckpro
@ambulsiva

Top Tweeters in G2:
@net2ayurveda
@ucloudify
@kimvie
@411emilio
@kaluapiscis
@spanishcountry
@forbes
@scopedbylarry
@ayirpelle
@alain_co

Top Tweeters in G3:
@sendvidbot
@telegraph
@annika1021
@cat3183
@cordeirorick
@colinjarrett587
@jbisright
@kebie19
@sheilagunnreid
@ezralevant

Top Tweeters in G4:
@vonrosenchild
@willseattle
@businessinsider
@buckleyswartz
@hubbucket
@3pennymovies
@drferdowsi
@janisbr34481052
@arsalanh_khan
@spirosmargaris

Top Tweeters in G5:
@suisei214
@ysrken
@touzai_nannboku
@tawarayasotatsu
@torittle
@takumi_0331
@aoiotukisama_
@thyself_know
@satinasi
@jimaaaaaman

Top Tweeters in G6:
@roblwilson
@memeburk
@welduytbarek
@plivestrong
@jjaazzee1
@manson_marina
@nahidalaei
@ae4ca
@salvadacchino1
@scorpiotiger77

Top Tweeters in G7:
@snow_thebarber
@realdiffsports
@jo5htheboss
@keung_d
@othersidevrmeta
@suganarium
@carlos_apaa
@topstocktips1
@itn003
@debpras76460547

Top Tweeters in G8:
@derekjohnbryant
@tenji95
@augusteve2012
@nytimes
@wordfinga
@washingtonpost
@msep0003
@colmant_
@wsj
@bbcworld

Top Tweeters in G9:
@foxnews
@scarlett_sandy
@mpukita
@tk_golf_buys
@unusual_whales
@talbertswan
@r_h_ebright
@bradm32751
@gendowasright
@cageybee33

Top Tweeters in G10:
@nancyvictoria
@elvan
@berniceness
@jorcrypto1
@sherimamagg3
@moose8chocolate
@powerofrealty
@alienmagicman
@6079xsmithxw
@saltyandmore


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