CRISPR, Twitter, 2/7/2023 6:34:33 PM, 288809


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CRISPR_2023-02-07_06-00-02.xlsx
CRISPR_2023-02-07_06-00-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 07, 2023
Short Description:
CRISPR via NodeXL https://bit.ly/3I5ckv3
@stella_immanuel
@urnovfyodor
@techreview
@sciencemagazine
@billgates
@igisci
@vervetx
@nobelprize
@growingwings38
@barelybook

Top hashtags:
#crispr
#biotech
#geneediting
#genetics
#cancer
#ai
#technology
#future
#agi

Description:
Description
The graph represents a network of 5,671 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 14:05 UTC.

The tweets in the network were tweeted over the 2602-day, 9-hour, 14-minute period from Wednesday, 23 December 2015 at 15:44 UTC to Tuesday, 07 February 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 : 5671
Unique Edges : 3274
Edges With Duplicates : 8798
Total Edges : 12072
Number of Edge Types : 9
Retweet : 2906
MentionsInRetweet : 3595
Tweet : 1246
Replies to : 1072
MentionsInReplyTo : 1898
Mentions : 849
Quote : 190
MentionsInQuote : 301
MentionsInQuoteReply : 15
Self-Loops : 1725
Reciprocated Vertex Pair Ratio : 0.0349923560387294
Reciprocated Edge Ratio : 0.0676185786968653
Connected Components : 1099
Single-Vertex Connected Components : 562
Maximum Vertices in a Connected Component : 1678
Maximum Edges in a Connected Component : 4292
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.010329
Graph Density : 0.000189490949498003
Modularity : 0.51857
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,671 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 14:05 UTC.

The tweets in the network were tweeted over the 2602-day, 9-hour, 14-minute period from Wednesday, 23 December 2015 at 15:44 UTC to Tuesday, 07 February 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:
[90] https://davidicke.com/2023/02/04/scientists-use-crispr-to-put-genes-from-alligator-into-catfish/
[88] https://www.technocracy.news/scientists-use-crispr-to-put-genes-from-alligator-into-catfish/
[63] https://twitter.com/TechInsider/status/1576605648288112641/video/1
[46] https://www.technologyreview.com/2023/02/02/1067679/crispr-crops-pests/
[20] https://twitter.com/RishiSaunam/status/1621267729482399747/photo/1
[19] https://didipostmanprojects.blogspot.com/2023/02/the-phages.html?m=1
[18] https://www.usatoday.com/story/news/health/2023/01/30/crispr-gene-editing-technology-turns-10/11080787002/
[17] https://geneticliteracyproject.org/2023/02/03/crispr-gene-editing-can-treat-heart-disease-and-repair-damaged-tissue-after-a-heart-attack/
[17] https://www.elconfidencial.com/tecnologia/novaceno/2023-02-04/tecnologia-edicion-genetica-sustituto-crispr-adn_3569632/
[16] https://elpais.com/ciencia/2023-02-03/fyodor-urnov-los-primeros-farmacos-con-crispr-estaran-entre-los-mas-caros-del-mundo.html?ssm=TW_CC

Top URLs in Tweet in G1:
[1] https://rumble.com/v27h7nj-yuval-noah-harari-figures-like-hitler-like-stalin-also-tried-to-re-engineer.html
[1] https://twitter.com/i/web/status/1620464566319861761
[1] https://www.technologyreview.com/2022/04/04/1048829/he-jiankui-prison-free-crispr-babies/
[1] https://twitter.com/DanaDooDah/status/1619765707830616064/video/1
[1] https://twitter.com/stella_immanuel/status/1620464566319861761

Top URLs in Tweet in G2:
[24] https://www.technologyreview.com/2023/02/02/1067679/crispr-crops-pests/
[22] https://www.technocracy.news/scientists-use-crispr-to-put-genes-from-alligator-into-catfish/
[13] https://www.elconfidencial.com/tecnologia/novaceno/2023-02-04/tecnologia-edicion-genetica-sustituto-crispr-adn_3569632/
[10] https://www.technologyreview.com/2023/02/02/1067709/download-crispr-crops-busting-renewables-myths/
[9] https://www.sciencedaily.com/releases/2023/02/230201102744.htm
[7] https://www.technologyreview.com/2023/02/02/1067709/download-crispr-crops-busting-renewables-myths/?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.usatoday.com/story/news/health/2023/01/30/crispr-gene-editing-technology-turns-10/11080787002/
[7] https://www.foodlog.nl/artikel/neem-even-bedenktijd-over-crispr-cas/
[6] https://elpais.com/ciencia/2023-02-03/fyodor-urnov-los-primeros-farmacos-con-crispr-estaran-entre-los-mas-caros-del-mundo.html
[6] https://www.wired.com/story/crispr-gene-editing-climate/

Top URLs in Tweet in G3:
[8] https://innovativegenomics.org/news/course-trains-african-scientists-crispr/
[8] https://www.genengnews.com/molecular-diagnostics-in-vitro-diagnostics/sherlock-biosciences-acquires-sense-biodetection-to-commercialize-disposable-crispr-based-diagnostics/
[6] https://innovativegenomics.org/careers
[6] https://twitter.com/igisci/status/1620814978256195591/photo/1
[6] https://www.genengnews.com/crispr/crispr-tech-lights-up-cancer-biomarker-mirnas-in-plasma-exosomes/
[4] http://www.science.org/doi/10.1126/science.add8643?utm_campaign=SciMag&utm_source=Twitter&utm_medium=ownedSocial
[4] https://www.reuters.com/markets/deals/sherlock-bio-buy-uk-firm-quest-crispr-based-handheld-diagnostic-tests-2023-02-01/
[4] https://twitter.com/igisci/status/1620874475997696000/photo/1
[4] https://www.genengnews.com/spatial-biology/spatial-crispr-genomics-of-tumor-microenvironments-2/
[3] https://twitter.com/yaireinhorn/status/1621559414913204225

Top URLs in Tweet in G4:
[11] https://www.technologyreview.com/2023/02/02/1067679/crispr-crops-pests?utm_source=Twitter&utm_campaign=site_visitor.unpaid.engagement&utm_medium=tr_social
[10] https://phys.org/news/2023-02-crispr-cancer-biomarkers.html
[7] https://popsci.com/animals/deer-ticks-genetically-modified
[3] https://www.technologyreview.com/2023/02/02/1067679/crispr-crops-pests/
[2] https://www.technologyreview.com/2023/01/09/1064857/crispr-high-cholesterol-10-breakthrough-technologies-2023/
[2] https://lifeboat.com/blog/2023/01/these-scientists-used-crispr-to-put-an-alligator-gene-into-catfish
[2] https://lifeboat.com/blog/2022/11/crispr-tools-found-in-thousands-of-viruses-could-boost-gene-editing
[2] https://lifeboat.com/blog/2023/01/a-new-ai-powered-gene-editing-technique-could-be-set-to-replace-crispr
[1] https://www.technologyreview.com/2022/07/12/1055773/crispr-gene-editing-cholesterol/?utm_source=Twitter&utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement
[1] https://www.technologyreview.com/2023/01/19/1067074/next-for-crispr/?utm_source=Twitter&utm_campaign=site_visitor.unpaid.engagement&utm_medium=tr_social

Top URLs in Tweet in G5:
[15] https://elpais.com/ciencia/2023-02-03/fyodor-urnov-los-primeros-farmacos-con-crispr-estaran-entre-los-mas-caros-del-mundo.html?ssm=TW_CC
[9] https://www.biorxiv.org/cgi/content/short/2023.01.31.525983v1
[6] https://twitter.com/MelissaMcAtee92/status/1618641584526086146/photo/1
[4] https://bio-protocol.org/en/bpdetail?id=4591&type=0
[3] https://www.biorxiv.org/cgi/content/short/2023.01.29.525716v1
[3] https://journals.asm.org/doi/10.1128/mbio.00009-23
[2] https://elpais.com/ciencia/2023-02-03/fyodor-urnov-los-primeros-farmacos-con-crispr-estaran-entre-los-mas-caros-del-mundo.html
[2] https://star-protocols.cell.com/protocols/2414
[2] https://montoliu.naukas.com/2022/12/19/que-sabes-de-las-crispr/
[2] https://montoliu.naukas.com/2023/01/02/resucitando-proteinas-crispr-cas-ancestrales-de-hace-millones-de-anos/

Top URLs in Tweet in G6:
[8] https://linktr.ee/checksvv
[5] https://linktr.ee/loudpunkxnft
[3] https://twitter.com/DookeyDesh/status/1621275125562613760
[2] https://twitter.com/jack_butchers/status/1620806399185010689
[2] https://twitter.com/loudpunkxnft/status/1622252115782402048
[2] https://linktr.ee/adidas_mint
[2] https://twitter.com/mutantcollars/status/1620569813474242561
[2] https://linktr.ee/DookeyDash
[2] https://twitter.com/enidlivermore/status/1621313363119689731
[2] https://linktr.ee/what_thefluff

Top URLs in Tweet in G7:
[4] https://twitter.com/BillGates/status/1622687080018214912
[3] https://www.science.org/doi/10.1126/science.add8643
[2] https://twitter.com/billgates/status/1622687080018214912
[1] https://www.nytimes.com/2022/06/27/science/crispr-gene-editing-10-years.html
[1] https://twitter.com/i/web/status/1622695106284294160
[1] https://twitter.com/i/web/status/1622693439631462419
[1] https://linkinghub.elsevier.com/retrieve/pii/S2211124723000761
[1] https://twitter.com/WEHI_research/status/1620979313171656705/photo/1
[1] https://www.cell.com/cell-reports/fulltext/S2211-1247(23)00076-1?rss=yes&utm_source=dlvr.it&utm_medium=twitter
[1] http://yourfavnews.blogspot.com/2023/02/billgates-crispr-has-revolutionized.html

Top URLs in Tweet in G8:
[6] https://www.theatlantic.com/science/archive/2017/11/new-zealand-predator-free-2050-rats-gene-drive-ruh-roh/546011/
[4] https://twitter.com/FreddyK30879954/status/1621557745538285569/photo/1
[3] https://twitter.com/ShitterSecurity/status/1622738438247309314/photo/1
[2] https://twitter.com/Jikkyleaks/status/1621353429066223617/photo/1
[2] https://twitter.com/i/spaces/1OdKrzNAWakKX
[2] https://twitter.com/LayahHeilpern/status/1622612139470098438/photo/1
[2] https://www.smh.com.au/national/science-s-new-toy-should-scare-us-all-20180215-p4z0hy.html
[2] https://twitter.com/DontVaxxMe/status/1619117267601719297/photo/1
[1] https://twitter.com/_Prometeusz_/status/1622275468731813888
[1] https://twitter.com/Project_Veritas/status/1621274788734943233/video/1

Top URLs in Tweet in G9:
[1] https://twitter.com/NobelPrize/status/1621865931881291777/photo/1
[1] https://www.sciencedirect.com/science/article/pii/S002228362300030X
[1] https://twitter.com/EvolvedBiofilm/status/1617852855435812871/photo/1
[1] https://microbialcellfactories.biomedcentral.com/articles/10.1186/s12934-023-02032-2
[1] https://twitter.com/EvolvedBiofilm/status/1621115135288033280/photo/1
[1] https://twitter.com/NobelPrize/status/1621865931881291777
[1] https://www.umu.se/en/work-with-us/open-positions/associate-professor-in-bacterial-genetics_585404/
[1] https://twitter.com/WilhelmExner/status/1621425095745880067/photo/1
[1] https://twitter.com/WilhelmExner/status/1621063982772637698/photo/1

Top URLs in Tweet in G10:
[9] https://geneticliteracyproject.org/2023/02/03/crispr-gene-editing-can-treat-heart-disease-and-repair-damaged-tissue-after-a-heart-attack/
[2] https://geneticliteracyproject.org/2023/02/06/crispr-could-protect-crops-from-pest-infestations-without-chemicals-but-innovation-slowed-by-current-regulations/
[2] https://www.cnbc.com/2023/01/31/cramers-lightning-round-crispr-therapeutics-will-work-perfectly-in-this-market.html?utm_content=MadMoney&utm_medium=Social&utm_source=Twitter#Echobox=1675213340
[2] https://geneticliteracyproject.org/2023/02/06/podcast-gene-edited-mixed-salad-greens-are-coming-in-2023-one-of-the-first-crispr-foods-to-be-released/
[2] https://www.science.org/doi/10.1126/science.add8643#.Y9trIEw7WOg.twitter
[2] https://twitter.com/billstenner2/status/1622749606441517057/photo/1
[2] https://geneticliteracyproject.org/2023/01/25/viewpoint-optimizing-seeds-hybrid-and-crispr-gene-editing-technology-key-to-addressing-climate-induced-food-insecurity/
[1] https://geneticliteracyproject.org/2023/02/03/crispr-gene-editing-can-treat-heart-disease-and-repair-damaged-tissue-after-a-heart-attack/?utm_medium=Social&utm_source=Twitter#Echobox=1675475965-2
[1] https://geneticliteracyproject.org/2023/02/02/crispr-co-creator-2023-begins-mobilization-of-gene-editing-to-develop-crops-that-resist-climate-change-as-world-food-demand-rises/?utm_medium=Social&utm_source=Twitter#Echobox=1675384513-1
[1] https://geneticliteracyproject.org/2023/02/02/crispr-co-creator-2023-begins-mobilization-of-gene-editing-to-develop-crops-that-resist-climate-change-as-world-food-demand-rises/?utm_medium=Social&utm_source=Twitter#Echobox=1675384513-2

Top Domains
Top Domains in Tweet in Entire Graph:
[1080] twitter.com
[136] technologyreview.com
[90] davidicke.com
[88] technocracy.news
[57] youtube.com
[51] nature.com
[48] nih.gov
[45] blogspot.com
[44] biorxiv.org
[37] geneticliteracyproject.org

Top Domains in Tweet in G1:
[3] twitter.com
[1] rumble.com
[1] technologyreview.com

Top Domains in Tweet in G2:
[178] twitter.com
[68] technologyreview.com
[37] nih.gov
[22] technocracy.news
[20] nature.com
[16] elconfidencial.com
[13] science.org
[12] sciencedaily.com
[10] youtube.com
[8] foodlog.nl

Top Domains in Tweet in G3:
[90] twitter.com
[18] genengnews.com
[17] innovativegenomics.org
[8] science.org
[7] youtube.com
[5] paper.li
[4] reuters.com
[4] addgene.org
[4] nature.com
[3] workcast.com

Top Domains in Tweet in G4:
[22] technologyreview.com
[19] twitter.com
[12] phys.org
[8] lifeboat.com
[7] popsci.com
[4] dy.si
[3] theguardian.com
[1] nytimes.com
[1] co.nz
[1] elpais.com

Top Domains in Tweet in G5:
[27] twitter.com
[25] biorxiv.org
[21] elpais.com
[10] naukas.com
[4] bio-protocol.org
[3] nature.com
[3] asm.org
[2] cell.com
[1] genscript.com
[1] youtube.com

Top Domains in Tweet in G6:
[47] twitter.com
[20] linktr.ee
[9] youtube.com

Top Domains in Tweet in G7:
[10] twitter.com
[3] science.org
[2] t.co
[1] nytimes.com
[1] elsevier.com
[1] cell.com
[1] blogspot.com
[1] facebook.com

Top Domains in Tweet in G8:
[29] twitter.com
[6] theatlantic.com
[2] com.au
[2] thermofisher.com
[1] nature.com
[1] acs.org
[1] wjmh.org
[1] net.au
[1] preprints.org
[1] youtube.com

Top Domains in Tweet in G9:
[6] twitter.com
[1] sciencedirect.com
[1] biomedcentral.com
[1] umu.se

Top Domains in Tweet in G10:
[25] geneticliteracyproject.org
[9] twitter.com
[2] cnbc.com
[2] selectscience.net
[2] science.org
[1] technologyreview.com
[1] medicalnewstoday.com
[1] springer.com
[1] bbc.com
[1] synbio-tech.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[718] crispr
[99] biotech
[80] geneediting
[77] genetics
[62] cancer
[58] ai
[52] technology
[48] future
[43] agi
[43] artificial_intelligence



Top Hashtags in Tweet in G1:
[2] crispr
[1] twitterfiles
[1] genocide
[1] crimesagainsthumanity
[1] nuremberg2now

Top Hashtags in Tweet in G2:
[71] crispr
[13] geneediting
[11] science
[8] genetics
[6] dna
[6] biotech
[6] technology
[6] healthcare
[5] news
[5] chatgpt

Top Hashtags in Tweet in G3:
[190] crispr
[32] geneediting
[25] biotech
[14] diagnostics
[11] journey
[10] genomics
[9] biology
[8] climatechange
[7] cancer
[6] follow

Top Hashtags in Tweet in G4:
[34] crispr
[17] biotechnology
[17] biotech
[17] dna
[14] genetics
[13] cloning
[12] iclonedna
[10] cancer
[10] biotechnews
[9] artificalintelligence

Top Hashtags in Tweet in G5:
[29] crispr
[9] biorxiv
[4] edición
[3] geneediting
[3] reviewedpreprint
[2] peerreview
[2] biorxiv_genetic
[2] genética
[2] albacete
[2] zfdesing

Top Hashtags in Tweet in G6:
[1] nftproject
[1] nft
[1] yugalabs
[1] boredapeyachtclub
[1] mutantcollars
[1] sewerdomination
[1] dookeydash
[1] giveaway
[1] nfts
[1] nftcommunity

Top Hashtags in Tweet in G7:
[6] crispr
[2] rt
[1] afrika
[1] la
[1] china
[1] indien
[1] usa
[1] de
[1] ufos
[1] tetraspanins

Top Hashtags in Tweet in G8:
[7] crispr
[2] pfertility
[1] lyingbilly
[1] spraygate
[1] pfizer
[1] pfizerdocuments
[1] genemodifying
[1] typeiisrestrictionenzymes
[1] gibsonassembly
[1] billgatesbioterrorist

Top Hashtags in Tweet in G9:
[1] worldcancerday

Top Hashtags in Tweet in G10:
[26] crispr
[3] malaria
[2] agricultural
[2] healthcare
[1] gene
[1] heartdisease
[1] heartattack
[1] biodesign
[1] usa

Top Words
Top Words in Tweet in Entire Graph:
[3645] crispr
[1300] gene
[929] technology
[835] help
[745] therapy
[717] #crispr
[712] control
[706] wef
[706] looks
[705] god

Top Words in Tweet in G1:
[676] crispr
[672] stella_immanuel
[671] technology
[670] gene
[670] looks
[669] dictatorships
[669] digital
[669] control
[669] god
[669] therapy

Top Words in Tweet in G2:
[516] crispr
[97] gene
[85] editing
[72] cas9
[71] #crispr
[55] crops
[51] using
[50] technology
[44] genes
[39] dna

Top Words in Tweet in G3:
[190] #crispr
[106] crispr
[60] sciencemagazine
[59] last
[55] years
[55] research
[54] applications
[52] 10
[48] more
[48] over

Top Words in Tweet in G4:
[223] crispr
[161] techreview
[152] cholesterol
[148] 10
[148] high
[148] look
[146] ai
[143] technologies
[143] breakthrough
[142] battery

Top Words in Tweet in G5:
[134] crispr
[99] share
[96] excited
[47] vivo
[45] lab
[42] kinetics
[36] perturbsci
[36] latest
[35] preprint
[35] genética

Top Words in Tweet in G6:
[50] crispr_art
[28] claim
[23] one
[21] mfer_frck
[21] shotave00
[19] good
[15] mint
[14] wallet
[14] hlbomb888
[14] kawasekowaiyo

Top Words in Tweet in G7:
[139] crispr
[135] decade
[131] over
[131] billgates
[128] past
[128] health
[128] continue
[128] revolutionized
[128] intersect
[128] evolve

Top Words in Tweet in G8:
[55] crispr
[26] project_veritas
[22] mrna
[19] gene
[19] iancopeland5
[16] jikkyleaks
[16] editing
[13] world
[12] rats
[11] ydeigin

Top Words in Tweet in G9:
[84] crispr
[78] cas9
[75] gene
[73] nobelprize
[72] innovative
[72] therapies
[72] make
[72] dream
[72] contributing
[72] editor

Top Words in Tweet in G10:
[55] crispr
[51] gene
[48] editing
[46] help
[29] heart
[26] #crispr
[23] pests
[22] agbioworld
[21] watch
[20] reduce

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[765] crispr,technology
[717] gene,therapy
[684] technology,god
[684] wef,crispr
[684] vax,gene
[684] dictatorships,control
[684] therapy,digital
[684] control,wef
[684] looks,vax
[684] digital,dictatorships

Top Word Pairs in Tweet in G1:
[671] crispr,technology
[669] gene,therapy
[669] wef,crispr
[669] digital,dictatorships
[669] control,wef
[669] technology,god
[669] looks,vax
[669] vax,gene
[669] god,help
[669] dictatorships,control

Top Word Pairs in Tweet in G2:
[63] crispr,cas9
[52] gene,editing
[34] using,crispr
[29] save,crops
[28] help,save
[28] crops,devastation
[27] crispr,cas
[27] devastation,caused
[26] caused,pests
[26] crispr,help

Top Word Pairs in Tweet in G3:
[47] biological,research
[47] profoundly,changed
[47] years,#crispr
[46] changed,biological
[46] over,last
[46] research,enabling
[46] #crispr,toolbox
[46] 10,years
[46] toolbox,applications
[46] last,10

Top Word Pairs in Tweet in G4:
[148] high,cholesterol
[145] crispr,high
[143] 10,breakthrough
[143] breakthrough,technologies
[142] ai,makes
[142] battery,recycling
[142] annual,look
[142] technologies,including
[142] cholesterol,battery
[142] including,crispr

Top Word Pairs in Tweet in G5:
[96] excited,share
[45] vivo,crispr
[36] perturbsci,kinetics
[34] latest,preprint
[31] xu_zxu,technique
[31] cao,lab
[31] technique,captures
[31] kinetics,led
[31] brilliant,xu_zxu
[31] lab,perturbsci

Top Word Pairs in Tweet in G6:
[21] crispr_art,shotave00
[21] mfer_frck,crispr_art
[14] kawasekowaiyo,mfer_frck
[14] shotave00,hlbomb888
[14] good,luck
[13] available,claim
[13] limited,one
[13] wallet,good
[13] claim,wallet
[13] one,claim

Top Word Pairs in Tweet in G7:
[128] see,continue
[128] health,over
[128] continue,evolve
[128] decade,excited
[128] revolutionized,health
[128] past,decade
[128] over,past
[128] evolve,intersect
[128] crispr,revolutionized
[128] excited,see

Top Word Pairs in Tweet in G8:
[14] gene,editing
[10] crispr,mrna
[10] jikkyleaks,teamsforlife
[10] dr_sdrk,jikkyleaks
[10] planzip,dr_sdrk
[10] teamsforlife,mariamazeb
[10] alletwiederjut,soothspider
[9] soothspider,planzip
[8] narfgb,alletwiederjut
[8] iancopeland5,ydeigin

Top Word Pairs in Tweet in G9:
[78] crispr,cas9
[72] editor,crispr
[72] contributing,innovative
[72] cas9,contributing
[72] gene,editor
[72] cancer,therapies
[72] innovative,cancer
[72] curing,inherited
[72] therapies,make
[72] dream,curing

Top Word Pairs in Tweet in G10:
[43] gene,editing
[20] reduce,reliance
[20] reliance,pesticides
[20] crop,insect
[20] comes,#crispr
[20] #crispr,gene
[20] pests,comes
[20] help,reduce
[20] watch,crop
[20] insect,pests

Top Replied-To
Top Replied-To in Entire Graph:
@crispr_gndm
@project_veritas
@iancopeland5
@elonmusk
@geneinvesting
@slutpilled
@zhaoweiasu
@goddeketal
@antalyailtarim
@kayla_denker

Top Replied-To in G1:
@stella_immanuel
@inhartsnkiss
@dirtyroofer412
@tarin9000
@annisadavenport
@mamabear_np
@itsalwaysrabbit

Top Replied-To in G3:
@geneinvesting
@zhaoweiasu
@donaldjtrumpjr
@hassanaesthetic
@gingerbutler15
@biotech2k1
@honeybeegeek
@rodmullin
@biomedicalrx
@boomerrbryan

Top Replied-To in G4:
@kevinadavies
@techreview

Top Replied-To in G5:
@pflis

Top Replied-To in G6:
@aptorobos
@ryg_labs

Top Replied-To in G7:
@luckmanndr
@peter4ag
@witnesscitizen
@billgates

Top Replied-To in G8:
@project_veritas
@iancopeland5
@24ktmagi
@jikkyleaks
@marionawfal
@drkrisedward
@jmlastrophotos
@christinajoan_
@jathorpmfm
@ydeigin

Top Replied-To in G10:
@elonmusk
@isabelleboemeke
@libsoftiktok
@cathiedwood
@billgates
@jimcramer
@nancygo51241092
@ggonzalez70

Top Mentioned
Top Mentioned in Entire Graph:
@stella_immanuel
@techreview
@billgates
@davidicke
@nobelprize
@innov_medicine
@sciencemagazine
@crispr_art
@urnovfyodor
@doudna_lab

Top Mentioned in G1:
@stella_immanuel
@governorshapiro
@danadoodah
@gmacvhhh
@mommaleo
@annisadavenport
@gdub78253
@itsalwaysrabbit

Top Mentioned in G2:
@munagropecuario
@jeana_luft
@asdrubal1963
@freemoneyman420
@smidowitzg
@emorycshh
@bioeconomia_web
@logic_sage
@biomarketjp
@william98777035

Top Mentioned in G3:
@sciencemagazine
@doudna_lab
@sherlock_bio
@igisci
@sensedx1
@genbio
@yaireinhorn
@nikomccarty
@icraf
@geneinvesting

Top Mentioned in G4:
@techreview
@urnovfyodor
@acs_sensors
@physorg_com
@jiankui_he
@kevinadavies
@popsci
@intelliatx
@vervetx

Top Mentioned in G5:
@xu_zxu
@junyue_cao
@starprotocols
@mangusolab
@el_pais
@lluismontoliu
@chr_mayer
@biorxivpreprint
@kaelaamundson
@sstevenwang

Top Mentioned in G6:
@crispr_art
@mfer_frck
@shotave00
@hlbomb888
@kawasekowaiyo
@jackhee90
@made22b
@the_widdler
@denture_smiling
@bluechipbots

Top Mentioned in G7:
@billgates
@cellreports
@dukenus
@doudna_lab
@sciencemagazine

Top Mentioned in G8:
@project_veritas
@jikkyleaks
@iancopeland5
@soothspider
@planzip
@dr_sdrk
@teamsforlife
@mariamazeb
@alletwiederjut
@ydeigin

Top Mentioned in G9:
@nobelprize
@umeauniversity
@hauryliuk
@billgates
@evolvedbiofilm
@jmolbiol
@benoitjpons
@stinekevanhoute
@maxperutzlabs
@mpiib_berlin

Top Mentioned in G10:
@agbioworld
@geneticliteracy
@plantcellrep
@elonmusk
@mnt
@selectscience
@jimcramer
@jonentine
@anthonyguihur
@wired

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@jornalistavitor
@yoshiki7111
@souljahsingh
@chidambara09
@andyvermaut
@gambiste1
@stigmabaseu
@roblwilson
@watchlistn

Top Tweeters in G1:
@elalam_vnz
@ele9061
@teppdude
@plivestrong
@idomain8
@1artniece2
@irene48
@mcarmichael16
@happyfinko
@olayinka_joel

Top Tweeters in G2:
@yoshiki7111
@andyvermaut
@stigmabaseu
@watchlistn
@hagiwararyu11
@stckpro
@fleming77
@ricardowec
@stigmabased
@quantisnow

Top Tweeters in G3:
@gambiste1
@vonrosenchild
@reuters
@jobsviatweet
@forbes
@schmidtlepp
@hubbucket
@yahoofinance
@akkaufman
@amainsight

Top Tweeters in G4:
@roblwilson
@rjber15
@givemepie360
@mrtachilles
@amazingchevvolt
@woodlandfell
@nahidalaei
@nytimes
@a_rockas
@thehawaiiguy

Top Tweeters in G5:
@miguelhilargiak
@411emilio
@el_pais
@adsuara
@retiario
@cardenalnortis
@maxrubin1887
@famartinez2001
@biorxivpreprint
@catitaidola

Top Tweeters in G6:
@0xfunatic
@deahq
@nftjoshua
@phillips5_eth
@alfintherik21
@hananymous_
@kakipi_crypt
@alonzocardano21
@jackhee90
@benjaminhbush

Top Tweeters in G7:
@jornalistavitor
@seriousspidey
@kraus_read
@pamanes64
@scitechmachine
@mercernany
@deepakpatrewal
@soundmomo
@davidmacho
@kingends

Top Tweeters in G8:
@broadwatertmb
@lalaruefrench75
@mcfunny
@kmiba
@pinsollet
@25_cycle
@legendaryenergy
@justin_hart
@astro_erik
@tkfarm1111

Top Tweeters in G9:
@jazzmanahn
@tomvarghesejr
@therealgloria
@tejanala
@sminaev2015
@sujmooknayak
@eryckreyes
@imdanielleegray
@patentbuddy
@dinzlee

Top Tweeters in G10:
@evankirstel
@terpsichore_los
@markplackett1
@alain_co
@scmpnews
@hbdchick
@jediasu
@audryt
@prometheusgreen
@daliaaca


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